Using config_str = creditcard
my test [0.5]
The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.09232889581471682
baseline cost
Set parameter WLSAccessID
Set parameter WLSSecret
Set parameter LicenseID to value 2512068
Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0xbbad246a
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+09, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 113 rows and 100 columns
Presolve time: 0.00s
Presolved: 11 rows, 111 columns, 1111 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.9189639e+12   1.400000e-01   0.000000e+00      0s
       1    2.9409802e+12   0.000000e+00   0.000000e+00      0s

Solved in 1 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.940980206e+12
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  2940980206302.4395




 out method
The k-means cost =  2918963905773.695
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.06s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s

Barrier performed 8 iterations in 0.20 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.21 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x23b5a837
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+09, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 113 rows and 100 columns
Presolve time: 0.00s
Presolved: 11 rows, 111 columns, 1111 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.9353325e+12   1.400000e-01   0.000000e+00      0s
       1    2.9595338e+12   0.000000e+00   0.000000e+00      0s

Solved in 1 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.959533803e+12
 the cost before round is  2959533803421.964





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0xbad29d72
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+09, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 113 rows and 100 columns
Presolve time: 0.00s
Presolved: 11 rows, 111 columns, 1111 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.1001802e+12   1.900000e-01   0.000000e+00      0s
       1    3.1129064e+12   0.000000e+00   0.000000e+00      0s

Solved in 1 iterations and 0.00 seconds (0.00 work units)
Optimal objective  3.112906368e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x659c78b2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+09, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 113 rows and 100 columns
Presolve time: 0.00s
Presolved: 11 rows, 111 columns, 1111 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.1245607e+12   8.000000e-02   0.000000e+00      0s
       1    3.1561613e+12   0.000000e+00   0.000000e+00      0s

Solved in 1 iterations and 0.00 seconds (0.00 work units)
Optimal objective  3.156161307e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x056541fa
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x6b99afe2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+09, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 113 rows and 100 columns
Presolve time: 0.00s
Presolved: 11 rows, 111 columns, 1111 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.3453356e+12   7.750000e-02   0.000000e+00      0s
       3    4.4830797e+12   0.000000e+00   0.000000e+00      0s

Solved in 3 iterations and 0.00 seconds (0.00 work units)
Optimal objective  4.483079686e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0xa48bd347
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+09, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 113 rows and 100 columns
Presolve time: 0.00s
Presolved: 11 rows, 111 columns, 1111 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.9876054e+12   1.200000e-01   0.000000e+00      0s
       1    3.0113604e+12   0.000000e+00   0.000000e+00      0s

Solved in 1 iterations and 0.00 seconds (0.00 work units)
Optimal objective  3.011360404e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x38539039
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [6e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 113 rows and 100 columns
Presolve time: 0.00s
Presolved: 11 rows, 111 columns, 1111 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.7613445e+12   2.200000e-01   0.000000e+00      0s
       1    3.7661295e+12   0.000000e+00   0.000000e+00      0s

Solved in 1 iterations and 0.00 seconds (0.00 work units)
Optimal objective  3.766129509e+12
masc method
 the cost before round is  3011360403607.5522



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.004550481215119362
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 136 rows, 300 columns and 3750 nonzeros
Model fingerprint: 0xc45969b3
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [8e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 3 rows and 0 columns
Presolve time: 0.00s
Presolved: 133 rows, 300 columns, 3600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.3406459e+12   9.350000e-01   0.000000e+00      0s
       4    2.3829311e+12   0.000000e+00   0.000000e+00      0s

Solved in 4 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.382931115e+12
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  2382931115296.665




 out method
The k-means cost =  2149901117728.9175
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.05s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s

Barrier performed 8 iterations in 0.20 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.21 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 136 rows, 300 columns and 3750 nonzeros
Model fingerprint: 0xe91fda1e
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 3 rows and 0 columns
Presolve time: 0.00s
Presolved: 133 rows, 300 columns, 3600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.2247945e+12   7.850000e-01   0.000000e+00      0s
       3    2.2552224e+12   0.000000e+00   0.000000e+00      0s

Solved in 3 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.255222417e+12
 the cost before round is  2255222417393.1597





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 136 rows, 300 columns and 3750 nonzeros
Model fingerprint: 0x190f2f3e
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 3 rows and 0 columns
Presolve time: 0.00s
Presolved: 133 rows, 300 columns, 3600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.3894043e+12   4.500000e-01   0.000000e+00      0s
       3    2.4137567e+12   0.000000e+00   0.000000e+00      0s

Solved in 3 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.413756653e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 136 rows, 300 columns and 3750 nonzeros
Model fingerprint: 0x979ab9ca
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [6e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 3 rows and 0 columns
Presolve time: 0.00s
Presolved: 133 rows, 300 columns, 3600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.1702595e+12   1.160000e+00   0.000000e+00      0s
       5    2.4459521e+12   0.000000e+00   0.000000e+00      0s

Solved in 5 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.445952148e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x765164b2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 136 rows, 300 columns and 3750 nonzeros
Model fingerprint: 0x37e475f7
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 3 rows and 0 columns
Presolve time: 0.00s
Presolved: 133 rows, 300 columns, 3600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.4126006e+12   1.180000e+00   0.000000e+00      0s
       5    2.6673654e+12   0.000000e+00   0.000000e+00      0s

Solved in 5 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.667365416e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 136 rows, 300 columns and 3750 nonzeros
Model fingerprint: 0x1d40b291
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [8e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 3 rows and 0 columns
Presolve time: 0.00s
Presolved: 133 rows, 300 columns, 3600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.2465677e+12   4.600000e-01   0.000000e+00      0s
       2    2.2844522e+12   0.000000e+00   0.000000e+00      0s

Solved in 2 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.284452150e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 136 rows, 300 columns and 3750 nonzeros
Model fingerprint: 0x9d8fad27
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 3 rows and 0 columns
Presolve time: 0.00s
Presolved: 133 rows, 300 columns, 3600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.8817953e+12   1.650000e+00   0.000000e+00      0s
       3    2.8921504e+12   0.000000e+00   0.000000e+00      0s

Solved in 3 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.892150367e+12
masc method
 the cost before round is  2284452150396.8647



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.004778143018484116
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 148 rows, 400 columns and 5000 nonzeros
Model fingerprint: 0x88c837eb
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 4 rows and 0 columns
Presolve time: 0.00s
Presolved: 144 rows, 400 columns, 4800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.3890706e+12   7.950000e-01   0.000000e+00      0s
       4    1.4998889e+12   0.000000e+00   0.000000e+00      0s

Solved in 4 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.499888866e+12
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  1499888866138.5364




 out method
The k-means cost =  1376248412311.2532
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.05s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s

Barrier performed 6 iterations in 0.20 seconds (0.13 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.21 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 148 rows, 400 columns and 5000 nonzeros
Model fingerprint: 0x0ee85746
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 4 rows and 0 columns
Presolve time: 0.00s
Presolved: 144 rows, 400 columns, 4800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.5218584e+12   9.800000e-01   0.000000e+00      0s
       7    1.5957714e+12   0.000000e+00   0.000000e+00      0s

Solved in 7 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.595771395e+12
 the cost before round is  1595771395289.4702





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 148 rows, 400 columns and 5000 nonzeros
Model fingerprint: 0x696df954
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 4 rows and 0 columns
Presolve time: 0.00s
Presolved: 144 rows, 400 columns, 4800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.2147504e+12   1.560000e+00   0.000000e+00      0s
       7    2.2684803e+12   0.000000e+00   0.000000e+00      0s

Solved in 7 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.268480252e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 148 rows, 400 columns and 5000 nonzeros
Model fingerprint: 0x1af31679
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 4 rows and 0 columns
Presolve time: 0.00s
Presolved: 144 rows, 400 columns, 4800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.4960776e+12   1.630000e+00   0.000000e+00      0s
       6    1.8084253e+12   0.000000e+00   0.000000e+00      0s

Solved in 6 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.808425315e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x765164b2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 148 rows, 400 columns and 5000 nonzeros
Model fingerprint: 0x3d598766
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 4 rows and 0 columns
Presolve time: 0.00s
Presolved: 144 rows, 400 columns, 4800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.6242328e+12   2.805000e+00   0.000000e+00      0s
       7    1.9089767e+12   0.000000e+00   0.000000e+00      0s

Solved in 7 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.908976666e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 148 rows, 400 columns and 5000 nonzeros
Model fingerprint: 0x91579cfc
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [8e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 4 rows and 0 columns
Presolve time: 0.00s
Presolved: 144 rows, 400 columns, 4800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7947520e+12   2.720000e+00   0.000000e+00      0s
       9    1.8642374e+12   0.000000e+00   0.000000e+00      0s

Solved in 9 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.864237355e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 148 rows, 400 columns and 5000 nonzeros
Model fingerprint: 0x0cc9c95a
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 4 rows and 0 columns
Presolve time: 0.00s
Presolved: 144 rows, 400 columns, 4800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.4397930e+12   1.120000e+00   0.000000e+00      0s
       2    2.4535860e+12   0.000000e+00   0.000000e+00      0s

Solved in 2 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.453586038e+12
masc method
 the cost before round is  1808425315402.6106



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.004874412901699543
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 160 rows, 500 columns and 6250 nonzeros
Model fingerprint: 0x8a4fb6bd
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [7e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 5 rows and 0 columns
Presolve time: 0.00s
Presolved: 155 rows, 500 columns, 6000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.1004532e+12   1.610000e+00   0.000000e+00      0s
       7    1.4032895e+12   0.000000e+00   0.000000e+00      0s

Solved in 7 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.403289503e+12
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  1403289502762.66




 out method
The k-means cost =  1235230190407.2168
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.06s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s
   9   1.08192934e+20 -2.11944037e+14  9.93e+04 2.30e+14  2.31e+13     0s

Barrier performed 9 iterations in 0.21 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.22 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 160 rows, 500 columns and 6250 nonzeros
Model fingerprint: 0x333feed2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [8e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 5 rows and 0 columns
Presolve time: 0.00s
Presolved: 155 rows, 500 columns, 6000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.3112438e+12   2.785000e+00   0.000000e+00      0s
       8    1.3900622e+12   0.000000e+00   0.000000e+00      0s

Solved in 8 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.390062233e+12
 the cost before round is  1390062232600.5369





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 160 rows, 500 columns and 6250 nonzeros
Model fingerprint: 0x381e0286
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 5 rows and 0 columns
Presolve time: 0.00s
Presolved: 155 rows, 500 columns, 6000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.5178942e+12   2.395000e+00   0.000000e+00      0s
      10    1.5919370e+12   0.000000e+00   0.000000e+00      0s

Solved in 10 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.591937049e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 160 rows, 500 columns and 6250 nonzeros
Model fingerprint: 0xe4fca35f
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [6e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 5 rows and 0 columns
Presolve time: 0.00s
Presolved: 155 rows, 500 columns, 6000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.1243864e+12   1.790000e+00   0.000000e+00      0s
       8    1.4399782e+12   0.000000e+00   0.000000e+00      0s

Solved in 8 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.439978219e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x765164b2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 160 rows, 500 columns and 6250 nonzeros
Model fingerprint: 0x5ecc3a3a
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 5 rows and 0 columns
Presolve time: 0.00s
Presolved: 155 rows, 500 columns, 6000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.3877650e+12   2.025000e+00   0.000000e+00      0s
       8    1.6943669e+12   0.000000e+00   0.000000e+00      0s

Solved in 8 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.694366915e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 160 rows, 500 columns and 6250 nonzeros
Model fingerprint: 0xcf152d1b
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [8e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 5 rows and 0 columns
Presolve time: 0.00s
Presolved: 155 rows, 500 columns, 6000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.5993313e+12   1.655000e+00   0.000000e+00      0s
       9    1.6731475e+12   0.000000e+00   0.000000e+00      0s

Solved in 9 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.673147467e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 160 rows, 500 columns and 6250 nonzeros
Model fingerprint: 0x6ddf7c93
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 5 rows and 0 columns
Presolve time: 0.00s
Presolved: 155 rows, 500 columns, 6000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.8878112e+12   3.660000e+00   0.000000e+00      0s
       9    1.9394634e+12   0.000000e+00   0.000000e+00      0s

Solved in 9 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.939463390e+12
masc method
 the cost before round is  1439978218524.0398



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.028992625884711742
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 172 rows, 600 columns and 7500 nonzeros
Model fingerprint: 0x8a3d1bf6
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [7e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 6 rows and 0 columns
Presolve time: 0.00s
Presolved: 166 rows, 600 columns, 7200 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    8.6147399e+11   2.630000e+00   0.000000e+00      0s
      13    1.2250571e+12   0.000000e+00   0.000000e+00      0s

Solved in 13 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.225057067e+12
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  1225057066702.9626




 out method
The k-means cost =  831940423161.8024
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.06s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s

Barrier performed 8 iterations in 0.20 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.21 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 172 rows, 600 columns and 7500 nonzeros
Model fingerprint: 0x7ddba2ff
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [6e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 6 rows and 0 columns
Presolve time: 0.00s
Presolved: 166 rows, 600 columns, 7200 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.2400396e+12   2.840000e+00   0.000000e+00      0s
      11    1.3503495e+12   0.000000e+00   0.000000e+00      0s

Solved in 11 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.350349520e+12
 the cost before round is  1350349520023.8357





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 172 rows, 600 columns and 7500 nonzeros
Model fingerprint: 0x3ecfeae5
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 6 rows and 0 columns
Presolve time: 0.00s
Presolved: 166 rows, 600 columns, 7200 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.3965645e+12   2.755000e+00   0.000000e+00      0s
      10    1.4765348e+12   0.000000e+00   0.000000e+00      0s

Solved in 10 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.476534822e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 172 rows, 600 columns and 7500 nonzeros
Model fingerprint: 0x721ecb2d
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [8e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 6 rows and 0 columns
Presolve time: 0.00s
Presolved: 166 rows, 600 columns, 7200 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    9.5492157e+11   2.415000e+00   0.000000e+00      0s
      10    1.3004254e+12   0.000000e+00   0.000000e+00      0s

Solved in 10 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.300425442e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x765164b2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 172 rows, 600 columns and 7500 nonzeros
Model fingerprint: 0xdc2a3af3
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 6 rows and 0 columns
Presolve time: 0.00s
Presolved: 166 rows, 600 columns, 7200 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.3022570e+12   4.035000e+00   0.000000e+00      0s
      15    1.6126356e+12   0.000000e+00   0.000000e+00      0s

Solved in 15 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.612635553e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 172 rows, 600 columns and 7500 nonzeros
Model fingerprint: 0x1ed2d820
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 6 rows and 0 columns
Presolve time: 0.00s
Presolved: 166 rows, 600 columns, 7200 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.3601897e+12   2.875000e+00   0.000000e+00      0s
      11    1.4530352e+12   0.000000e+00   0.000000e+00      0s

Solved in 11 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.453035230e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 172 rows, 600 columns and 7500 nonzeros
Model fingerprint: 0x3ceb0574
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 6 rows and 0 columns
Presolve time: 0.00s
Presolved: 166 rows, 600 columns, 7200 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.4759074e+12   3.990000e+00   0.000000e+00      0s
      15    2.5324579e+12   0.000000e+00   0.000000e+00      0s

Solved in 15 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.532457862e+12
masc method
 the cost before round is  1300425442316.9102



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.005016767419874668
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 184 rows, 700 columns and 8750 nonzeros
Model fingerprint: 0x59755183
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 7 rows and 0 columns
Presolve time: 0.00s
Presolved: 177 rows, 700 columns, 8400 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    7.0905660e+11   3.535000e+00   0.000000e+00      0s
      15    1.1007064e+12   0.000000e+00   0.000000e+00      0s

Solved in 15 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.100706363e+12
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  1100706363025.2812




 out method
The k-means cost =  817210184555.0177
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.06s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s

Barrier performed 8 iterations in 0.20 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.22 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 184 rows, 700 columns and 8750 nonzeros
Model fingerprint: 0xdb61cfca
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 7 rows and 0 columns
Presolve time: 0.00s
Presolved: 177 rows, 700 columns, 8400 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    9.1059625e+11   3.980000e+00   0.000000e+00      0s
      18    1.0464530e+12   0.000000e+00   0.000000e+00      0s

Solved in 18 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.046452979e+12
 the cost before round is  1046452979325.9357





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 184 rows, 700 columns and 8750 nonzeros
Model fingerprint: 0x83a36545
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 7 rows and 0 columns
Presolve time: 0.00s
Presolved: 177 rows, 700 columns, 8400 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.2724792e+12   4.000000e+00   0.000000e+00      0s
      19    1.3848391e+12   0.000000e+00   0.000000e+00      0s

Solved in 19 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.384839065e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 184 rows, 700 columns and 8750 nonzeros
Model fingerprint: 0x9a5f89c9
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 7 rows and 0 columns
Presolve time: 0.00s
Presolved: 177 rows, 700 columns, 8400 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    7.8127263e+11   3.685000e+00   0.000000e+00      0s
      13    1.1434440e+12   0.000000e+00   0.000000e+00      0s

Solved in 13 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.143444039e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x056541fa
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 184 rows, 700 columns and 8750 nonzeros
Model fingerprint: 0xf21d07aa
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 7 rows and 0 columns
Presolve time: 0.00s
Presolved: 177 rows, 700 columns, 8400 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    9.4061090e+11   3.760000e+00   0.000000e+00      0s
      17    1.3184244e+12   0.000000e+00   0.000000e+00      0s

Solved in 17 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.318424393e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 184 rows, 700 columns and 8750 nonzeros
Model fingerprint: 0x3e012db1
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 7 rows and 0 columns
Presolve time: 0.00s
Presolved: 177 rows, 700 columns, 8400 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.1632033e+12   3.185000e+00   0.000000e+00      0s
      13    1.2721973e+12   0.000000e+00   0.000000e+00      0s

Solved in 13 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.272197294e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 184 rows, 700 columns and 8750 nonzeros
Model fingerprint: 0xbde29d73
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 7 rows and 0 columns
Presolve time: 0.00s
Presolved: 177 rows, 700 columns, 8400 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.8397226e+12   6.055000e+00   0.000000e+00      0s
      20    1.8947859e+12   0.000000e+00   0.000000e+00      0s

Solved in 20 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.894785872e+12
masc method
 the cost before round is  1143444038702.6184



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.005416477099061012
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 196 rows, 800 columns and 10000 nonzeros
Model fingerprint: 0xdd50dbc1
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 8 rows and 0 columns
Presolve time: 0.00s
Presolved: 188 rows, 800 columns, 9600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.7967560e+11   4.375000e+00   0.000000e+00      0s
      21    1.1023430e+12   0.000000e+00   0.000000e+00      0s

Solved in 21 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.102343019e+12
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  1102343019073.2576




 out method
The k-means cost =  678526073019.7925
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.05s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s

Barrier performed 8 iterations in 0.20 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.21 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 196 rows, 800 columns and 10000 nonzeros
Model fingerprint: 0xf4e34992
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 8 rows and 0 columns
Presolve time: 0.00s
Presolved: 188 rows, 800 columns, 9600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    8.5187223e+11   4.500000e+00   0.000000e+00      0s
      17    1.0051522e+12   0.000000e+00   0.000000e+00      0s

Solved in 17 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.005152174e+12
 the cost before round is  1005152173855.3059





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 196 rows, 800 columns and 10000 nonzeros
Model fingerprint: 0x28298fd8
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 8 rows and 0 columns
Presolve time: 0.00s
Presolved: 188 rows, 800 columns, 9600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.2918201e+12   5.815000e+00   0.000000e+00      0s
      18    1.4444384e+12   0.000000e+00   0.000000e+00      0s

Solved in 18 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.444438382e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 196 rows, 800 columns and 10000 nonzeros
Model fingerprint: 0x38e117f2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 8 rows and 0 columns
Presolve time: 0.00s
Presolved: 188 rows, 800 columns, 9600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    7.2000107e+11   4.700000e+00   0.000000e+00      0s
      18    1.0994508e+12   0.000000e+00   0.000000e+00      0s

Solved in 18 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.099450832e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x765164b2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 196 rows, 800 columns and 10000 nonzeros
Model fingerprint: 0x48e7db8b
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 8 rows and 0 columns
Presolve time: 0.00s
Presolved: 188 rows, 800 columns, 9600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.1373381e+12   4.150000e+00   0.000000e+00      0s
      18    1.4661372e+12   0.000000e+00   0.000000e+00      0s

Solved in 18 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.466137242e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 196 rows, 800 columns and 10000 nonzeros
Model fingerprint: 0xbf74e000
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 8 rows and 0 columns
Presolve time: 0.00s
Presolved: 188 rows, 800 columns, 9600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.1458184e+12   4.910000e+00   0.000000e+00      0s
      21    1.2910070e+12   0.000000e+00   0.000000e+00      0s

Solved in 21 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.291007044e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 196 rows, 800 columns and 10000 nonzeros
Model fingerprint: 0xaee50df9
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 8 rows and 0 columns
Presolve time: 0.00s
Presolved: 188 rows, 800 columns, 9600 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.0114460e+12   9.795000e+00   0.000000e+00      0s
      30    2.1101325e+12   0.000000e+00   0.000000e+00      0s

Solved in 30 iterations and 0.00 seconds (0.00 work units)
Optimal objective  2.110132456e+12
masc method
 the cost before round is  1099450831628.5233



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.02878549601882696
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 208 rows, 900 columns and 11250 nonzeros
Model fingerprint: 0x931df221
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 9 rows and 0 columns
Presolve time: 0.00s
Presolved: 199 rows, 900 columns, 10800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6385197e+11   8.840000e+00   0.000000e+00      0s
      21    9.7409387e+11   0.000000e+00   0.000000e+00      0s

Solved in 21 iterations and 0.00 seconds (0.00 work units)
Optimal objective  9.740938736e+11
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  974093873556.3457




 out method
The k-means cost =  737122396758.3597
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.06s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s
   9   1.08192934e+20 -2.11944037e+14  9.93e+04 2.30e+14  2.31e+13     0s

Barrier performed 9 iterations in 0.21 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.22 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 208 rows, 900 columns and 11250 nonzeros
Model fingerprint: 0xd011a9a4
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [9e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 9 rows and 0 columns
Presolve time: 0.00s
Presolved: 199 rows, 900 columns, 10800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    8.0565521e+11   4.550000e+00   0.000000e+00      0s
      21    9.5752337e+11   0.000000e+00   0.000000e+00      0s

Solved in 21 iterations and 0.00 seconds (0.00 work units)
Optimal objective  9.575233737e+11
 the cost before round is  957523373747.2568





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 208 rows, 900 columns and 11250 nonzeros
Model fingerprint: 0xfc788243
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 9 rows and 0 columns
Presolve time: 0.00s
Presolved: 199 rows, 900 columns, 10800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.1989148e+12   6.415000e+00   0.000000e+00      0s
      22    1.3559684e+12   0.000000e+00   0.000000e+00      0s

Solved in 22 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.355968416e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 208 rows, 900 columns and 11250 nonzeros
Model fingerprint: 0xa689b883
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [4e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 9 rows and 0 columns
Presolve time: 0.00s
Presolved: 199 rows, 900 columns, 10800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    7.0480604e+11   4.095000e+00   0.000000e+00      0s
      19    1.0973420e+12   0.000000e+00   0.000000e+00      0s

Solved in 19 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.097342029e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x765164b2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 208 rows, 900 columns and 11250 nonzeros
Model fingerprint: 0x129eaf27
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 9 rows and 0 columns
Presolve time: 0.00s
Presolved: 199 rows, 900 columns, 10800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    8.0132975e+11   6.080000e+00   0.000000e+00      0s
      25    1.2324124e+12   0.000000e+00   0.000000e+00      0s

Solved in 25 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.232412362e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 208 rows, 900 columns and 11250 nonzeros
Model fingerprint: 0x0cd5f76e
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 9 rows and 0 columns
Presolve time: 0.00s
Presolved: 199 rows, 900 columns, 10800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.0869104e+12   5.640000e+00   0.000000e+00      0s
      25    1.2331150e+12   0.000000e+00   0.000000e+00      0s

Solved in 25 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.233114969e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 208 rows, 900 columns and 11250 nonzeros
Model fingerprint: 0x8ffcc0c8
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 9 rows and 0 columns
Presolve time: 0.00s
Presolved: 199 rows, 900 columns, 10800 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7556623e+12   8.450000e+00   0.000000e+00      0s
      29    1.8580945e+12   0.000000e+00   0.000000e+00      0s

Solved in 29 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.858094488e+12
masc method
 the cost before round is  1097342029092.5077



The baseline :
the size of clean data is      LIMIT_BAL   AGE  BILL_AMT1  ...  PAY_AMT4  PAY_AMT5  PAY_AMT6
0    300000.0  41.0    66132.0  ...    1702.0    1746.0    1772.0
1    180000.0  42.0   177027.0  ...    4500.0    5000.0    5000.0
2     80000.0  52.0    77086.0  ...    2012.0    1630.0    2165.0
3    390000.0  31.0    49667.0  ...       0.0   16666.0   13807.0
4     60000.0  23.0    63709.0  ...     528.0    2000.0    5000.0
..        ...   ...        ...  ...       ...       ...       ...
95   200000.0  45.0    54721.0  ...       0.0    4300.0    1191.0
96   240000.0  34.0    10674.0  ...    1000.0       0.0     327.0
97    60000.0  31.0    59426.0  ...    2331.0       0.0    1073.0
98    80000.0  28.0    65499.0  ...       7.0    2309.0    3862.0
99    20000.0  43.0    11501.0  ...    1200.0       0.0    3000.0

[100 rows x 14 columns]
Clustering time: 0.02401928510516882
baseline cost
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 220 rows, 1000 columns and 12500 nonzeros
Model fingerprint: 0xf6d1a958
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 10 rows and 0 columns
Presolve time: 0.00s
Presolved: 210 rows, 1000 columns, 12000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.7198552e+11   8.770000e+00   0.000000e+00      0s
      30    9.7036143e+11   0.000000e+00   0.000000e+00      0s

Solved in 30 iterations and 0.00 seconds (0.00 work units)
Optimal objective  9.703614329e+11
open file successfully.
Data Points:
(300000, 41, 66132, 67445, 68856, 69392, 70798, 72252, 2412, 2496, 1678, 1702, 1746, 1772)
(180000, 42, 177027, 173635, 172514, 157768, 126964, 125456, 7003, 6500, 7507, 4500, 5000, 5000)
(80000, 52, 77086, 77411, 78686, 66217, 56167, 53190, 3000, 5086, 1750, 2012, 1630, 2165)
(390000, 31, 49667, 33900, 33545, 16666, 0, 0, 1700, 17000, 333, 0, 16666, 13807)
(60000, 23, 63709, 64261, 50243, 15092, 12037, 10000, 2351, 1237, 422, 528, 2000, 5000)
(360000, 35, 35327, 42032, 35665, 37071, 38680, 42352, 10000, 2453, 5000, 5000, 10000, 10017)
(130000, 26, 2343, 32278, 24175, 15182, 12805, 14415, 32322, 1217, 1000, 3000, 2000, 390)
(500000, 35, -453, 1168, 1215, 6461, 2567, 735, 2336, 1215, 6461, 2567, 1470, 11605)
(150000, 44, 1365, 0, 839, 693, 0, 3975, 0, 839, 0, 0, 3975, 0)
(90000, 29, 45343, 31228, 29756, 27751, 20292, 14937, 2967, 2007, 1429, 1092, 412, 263)
(120000, 47, 121400, 123055, 118030, 122443, 120370, 123766, 7352, 0, 8990, 0, 9000, 0)
(20000, 22, 18292, 17710, 17137, 19830, 19240, 18419, 0, 0, 3000, 0, 0, 2000)
(390000, 37, 324452, 309369, 269703, 266017, 271657, 245958, 13106, 10111, 10005, 11000, 9007, 9000)
(90000, 29, 6146, 6193, 0, 3199, 1888, 0, 6198, 200, 3199, 0, 0, 0)
(300000, 32, 255299, 255607, 258394, 261024, 260672, 263894, 9106, 11000, 11009, 10000, 10000, 10000)
(50000, 53, 3914, 7419, 7156, 8492, 9515, 9287, 3591, 0, 1500, 1100, 0, 300)
(10000, 49, 8184, 5011, 5728, 4255, 2782, 1309, 0, 1000, 0, 0, 0, 0)
(140000, 28, 1756, 2201, 923, 1751, 573, 873, 2209, 923, 1751, 573, 873, 984)
(500000, 37, 747, 0, 0, 989, 0, 0, 0, 0, 989, 0, 0, 880)
(60000, 25, 45648, 42596, 39829, 39324, 32460, 31735, 2000, 2500, 2000, 1100, 1200, 1200)
(200000, 46, 14617, 1261, 8187, 1261, 1261, 1261, 1261, 8187, 1261, 1261, 1261, 1261)
(300000, 50, 22443, 31175, 26476, 27782, 23325, 49146, 31175, 26476, 27782, 23325, 49146, 13164)
(130000, 23, 126885, 62717, 29615, 22110, 15352, 10452, 239, 29615, 22135, 15352, 10452, 4623)
(140000, 31, 652, 326, 326, 326, 476, 326, 0, 326, 326, 476, 326, 326)
(80000, 37, 27695, 15372, 25919, 18449, 2655, 20808, 10000, 25919, 18449, 2655, 20808, 0)
(240000, 31, 245553, 244958, 245148, 240343, 211449, 215874, 10178, 10577, 8302, 7300, 7505, 7700)
(20000, 27, 16732, 17866, 17276, 17514, 18462, 18036, 1700, 0, 800, 1361, 0, 800)
(130000, 27, -24, -350, 30656, 29426, 29100, -1410, 326, 32100, 0, 0, 0, 0)
(200000, 57, 1964, 2684, 11764, 9830, 669, -716, 2698, 11764, 1000, 0, 0, 2000)
(200000, 28, 81865, 86790, 8441, 97041, 103541, 3632, 5000, 2000, 89000, 6500, 91, 1504)
(200000, 30, 26223, -137, 73284, 65428, 65820, 2859, 0, 73421, 1309, 392, 2859, 1250)
(130000, 31, 62518, 4049, 6690, -1018, 89445, 90179, 4065, 6704, 21018, 92610, 3272, 3332)
(620000, 31, 569023, 562316, 475333, 473182, 481896, 513798, 23009, 20004, 20008, 14000, 35804, 250005)
(30000, 27, 27347, 31402, 30047, 30869, 29403, 29831, 5500, 0, 3000, 998, 3000, 3000)
(240000, 40, 227819, 222299, 227281, 195027, 199186, 203475, 8200, 8800, 7000, 7200, 7500, 7800)
(160000, 39, 14658, 15666, 16694, 17697, 19023, 18584, 1258, 1286, 1289, 1615, 0, 1000)
(50000, 38, 4965, 495, 16982, 17203, 17577, 17936, 500, 17000, 800, 800, 800, 900)
(50000, 32, 1442, 1444, 1447, 1261, 1261, 1261, 1444, 1447, 1261, 1261, 1261, 91)
(60000, 31, 31649, 30841, 34336, 33489, 35615, 38027, 0, 4000, 0, 3000, 3000, 2000)
(500000, 31, 378886, 382234, 274586, 273718, 168418, 167635, 15057, 11035, 11035, 7029, 8035, 10388)
(70000, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 313)
(10000, 44, 7816, 7542, 8561, 9571, 9761, 10106, 0, 1149, 1159, 349, 502, 200)
(400000, 41, 8, 1274, 19143, 20305, 22063, 20695, 1274, 19143, 1305, 2063, 1695, 195000)
(170000, 36, 85780, 80568, 79823, 79335, 79506, 80252, 2906, 3002, 3000, 3000, 3500, 3000)
(220000, 44, 217743, 180357, 183453, 176900, 118965, 172907, 7000, 8000, 8000, 6000, 60000, 7000)
(240000, 34, 122810, 114408, 97395, 83314, 73292, 59270, 10066, 7255, 3035, 3030, 3018, 2012)
(280000, 52, 50667, 50400, 50108, 49425, 48977, 48459, 2007, 2007, 1370, 1407, 1359, 1381)
(160000, 41, 46017, 47188, 46134, 47063, 50034, 51063, 2200, 0, 2000, 3900, 2000, 0)
(230000, 34, 2007, 3220, 6163, 2765, 2050, 1197, 3229, 6191, 2782, 2055, 1200, 1710)
(120000, 33, 52053, 52592, 53748, 54858, 56445, 58032, 2000, 2000, 2000, 2500, 2500, 2500)
(150000, 29, 149278, 142117, 144947, 140696, 143607, 136575, 3984, 3825, 3361, 3469, 3812, 3020)
(300000, 28, 10291, 19617, 19326, 10662, 10162, 10250, 19326, 10000, 1940, 10200, 10500, 10000)
(180000, 38, 181302, 181271, 180439, 182958, 181287, 179734, 6747, 6573, 6506, 6581, 6801, 6100)
(60000, 37, 38670, 37606, 35189, 31373, 28455, 26598, 1606, 1674, 1420, 937, 1006, 1039)
(20000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(50000, 55, 44258, 28040, 27935, 51904, 24147, 24425, 2489, 1384, 841, 1013, 819, 15154)
(50000, 34, 44654, 45650, 46320, 45290, 48322, 49094, 2000, 1700, 0, 3760, 1700, 0)
(200000, 29, 3773, 3990, 9048, 4700, 800, 4082, 4029, 9048, 4700, 800, 4082, 0)
(20000, 22, 12932, 13940, 14654, 16712, 16149, 18112, 1532, 1246, 2304, 0, 2390, 634)
(260000, 35, 139582, 149124, 145333, 148332, 160810, 155683, 13400, 0, 6910, 16502, 0, 5847)
(200000, 26, 41906, 17969, 29789, 11740, 27004, 4039, 18089, 30223, 42749, 27124, 22, 58869)
(90000, 24, 86643, 87249, 86858, 86373, 85875, 82150, 3881, 3000, 2800, 1500, 2299, 2500)
(20000, 56, 9061, 8769, 9680, 9376, 9720, 10962, 0, 1200, 0, 500, 1400, 0)
(130000, 40, 129548, 129438, 129388, 127628, 64345, 62373, 6000, 6000, 5161, 2239, 3000, 2291)
(130000, 44, 29547, 23154, 18637, 14691, 8769, 4166, 0, 1500, 486, 303, 83, 780)
(70000, 27, -54, 273, 19, -254, -527, 1096, 600, 19, 0, 0, 1896, 0)
(280000, 41, 280, 6852, 486, 0, 0, 244, 6859, 486, 0, 0, 244, 0)
(50000, 60, 51078, 50649, 36384, 32913, 9397, 9755, 2013, 2505, 2100, 500, 500, 500)
(60000, 45, 67719, 69501, 58536, 56705, 18352, 18195, 3000, 12423, 2000, 2000, 1000, 1000)
(50000, 23, 49758, 48456, 44116, 21247, 20066, 18858, 2401, 2254, 2004, 704, 707, 1004)
(200000, 35, 215090, 208556, 214321, 134517, 54711, 23611, 7700, 9300, 6500, 3000, 856, 1152)
(290000, 38, 24709, 291, 6161, 6200, 3892, 4072, 291, 6170, 6216, 3892, 4072, 4382)
(140000, 33, 0, 935, 1490, 0, 3938, 0, 935, 1490, 0, 3938, 1160, 0)
(320000, 41, 95155, 97797, 99672, 101953, 102284, 104090, 4400, 4520, 5050, 3590, 3700, 3750)
(60000, 46, 24677, 26963, 28210, 27473, 29176, 28242, 3000, 2000, 0, 2289, 0, 1500)
(170000, 53, 17862, 17927, 18800, 17647, 18015, 12930, 1323, 1196, 544, 563, 629, 361)
(180000, 37, 107337, 48433, 46325, 47354, 48323, 49416, 2000, 1771, 1800, 1750, 1893, 2000)
(10000, 22, 18289, 9217, 10203, 9634, 9857, 9704, 1317, 1303, 334, 373, 326, 1359)
(130000, 36, 127544, 126771, 124824, 123174, 100585, 97687, 5963, 6316, 4845, 3471, 3673, 3590)
(90000, 34, 1905, 1924, 11855, 665, 0, 665, 1924, 11855, 10655, 0, 665, 0)
(80000, 44, 75901, 74911, 72172, 73674, 73532, 75192, 3500, 3205, 3300, 3000, 3000, 3300)
(30000, 46, 29201, 30406, 31295, 29929, 27744, 28117, 2000, 1700, 954, 0, 2253, 1106)
(150000, 31, 159734, 160247, 131511, 129369, 123191, 132072, 4800, 4006, 3669, 0, 11781, 0)
(400000, 24, 14925, 12559, 3926, 500, 1236, 11975, 5000, 3926, 500, 1236, 11975, 253)
(80000, 25, 746, 4824, 690, 6097, 0, 0, 4830, 0, 6097, 0, 0, 2169)
(230000, 32, 1680, 1535, 1836, 2274, 0, 21166, 1535, 1836, 2283, 0, 21166, 1000)
(260000, 29, 396, 792, 4970, 4012, 3651, 5600, 792, 4970, 4012, 3651, 5600, 396)
(20000, 32, 20450, 17861, 18967, 19633, 18187, 18568, 0, 1700, 1300, 651, 674, 756)
(140000, 26, 75289, 90613, 54597, 31734, 27211, 23784, 20000, 3011, 0, 3000, 0, 5000)
(230000, 26, 8328, 0, 600, 600, 300, 150, 0, 600, 0, 0, 0, 686)
(90000, 28, 82671, 78750, 66605, 63795, 61061, 54646, 0, 3324, 5380, 0, 2000, 1800)
(210000, 28, 209479, 211302, -4244, 205759, 151849, 150221, 10000, 2572, 213509, 6022, 5817, 4048)
(240000, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 61, 1477, 3699, 2252, 4932, 2783, 7411, 3710, 2266, 7338, 2791, 7433, 4527)
(210000, 37, 3094, 565, 1188, 2667, 546, 578, 565, 1188, 2667, 546, 578, 2769)
(200000, 45, 54721, 52285, 48615, 41322, 0, 4300, 2209, 2109, 10006, 0, 4300, 1191)
(240000, 34, 10674, 12035, 13681, 13269, 14158, 13891, 1500, 1800, 0, 1000, 0, 327)
(60000, 31, 59426, 59643, 61279, 61017, 30117, 29526, 2800, 3200, 2535, 2331, 0, 1073)
(80000, 28, 65499, 63882, 67741, 69355, 65139, 60345, 0, 5000, 3200, 7, 2309, 3862)
(20000, 43, 11501, 12998, 13492, 12978, 13962, 13595, 2000, 1000, 0, 1200, 0, 3000)

Executing Clustering Algorithm: Swap
    ....Leaf n=1 <32> sm=[   620000       31   569023   562316   475333   473182   481896   513798    23009    20004    20008    14000    35804   250005 ] ss=2.03575e+12
    ...Split cd=7 cv=2.562e+05 nd=2 sm=[ 1.12e+06       62 9.479e+05 9.446e+05 7.499e+05 7.469e+05 6.503e+05 6.814e+05 3.807e+04 3.104e+04 3.104e+04 2.103e+04 4.384e+04 2.604e+05 ] ss=2.783e+12
    ....Leaf n=1 <39> sm=[    5e+05       31 3.789e+05 3.822e+05 2.746e+05 2.737e+05 1.684e+05 1.676e+05 1.506e+04 1.104e+04 1.104e+04     7029     8035 1.039e+04 ] ss=7.471e+11
    ..Split cd=3 cv=3.094e+05 nd=3 sm=[ 1.51e+06       99 1.272e+06 1.254e+06 1.02e+06 1.013e+06 9.22e+05 9.274e+05 5.117e+04 4.115e+04 4.105e+04 3.203e+04 5.285e+04 2.694e+05 ] ss=3.414e+12
    ...Leaf n=1 <12> sm=[  3.9e+05       37 3.245e+05 3.094e+05 2.697e+05 2.66e+05 2.717e+05 2.46e+05 1.311e+04 1.011e+04    1e+04  1.1e+04     9007     9000 ] ss=6.315e+11
    .Split cd=2 cv=2.843e+05 nd=10 sm=[ 4.38e+06      343 1.468e+06 1.443e+06 1.213e+06 1.197e+06 1.089e+06 1.107e+06 7.588e+04 8.941e+04 6.069e+04 4.648e+04 9.835e+04 5.047e+05 ] ss=4.735e+12
    ...Leaf n=1 <73> sm=[  3.2e+05       41 9.516e+04 9.78e+04 9.967e+04 1.02e+05 1.023e+05 1.041e+05     4400     4520     5050     3590     3700     3750 ] ss=1.628e+11
    ..Split cd=3 cv=9.78e+04 nd=7 sm=[ 2.87e+06      244 1.954e+05 1.887e+05 1.932e+05 1.839e+05 1.668e+05 1.798e+05 2.471e+04 4.826e+04 1.964e+04 1.446e+04 4.551e+04 2.353e+05 ] ss=1.321e+12
    ....Leaf n=1 <5> sm=[  3.6e+05       35 3.533e+04 4.203e+04 3.566e+04 3.707e+04 3.868e+04 4.235e+04    1e+04     2453     5000     5000    1e+04 1.002e+04 ] ss=1.389e+11
    ...Split cd=7 cv=4.235e+04 nd=6 sm=[ 2.55e+06      203 1.002e+05 9.093e+04 9.349e+04 8.199e+04 6.455e+04 7.576e+04 2.031e+04 4.374e+04 1.459e+04 1.087e+04 4.181e+04 2.316e+05 ] ss=1.158e+12
    .....Leaf n=1 <42> sm=[    4e+05       41        8     1274 1.914e+04 2.03e+04 2.206e+04 2.07e+04     1274 1.914e+04     1305     2063     1695 1.95e+05 ] ss=2.001e+11
    ....Split cd=6 cv=2.206e+04 nd=5 sm=[ 2.19e+06      168 6.489e+04 4.89e+04 5.783e+04 4.492e+04 2.587e+04 3.34e+04 1.031e+04 4.128e+04     9588     5866 3.181e+04 2.215e+05 ] ss=1.019e+12
    ......Leaf n=1 <3> sm=[  3.9e+05       31 4.967e+04 3.39e+04 3.354e+04 1.667e+04        0        0     1700  1.7e+04      333        0 1.667e+04 1.381e+04 ] ss=1.579e+11
    .....Split cd=4 cv=3.354e+04 nd=4 sm=[ 1.79e+06      127 6.489e+04 4.763e+04 3.869e+04 2.462e+04     3803 1.271e+04     9036 2.214e+04     8283     3803 3.011e+04 2.654e+04 ] ss=8.189e+11
    .......Leaf n=1 <7> sm=[    5e+05       35     -453     1168     1215     6461     2567      735     2336     1215     6461     2567     1470 1.16e+04 ] ss=2.502e+11
    ......Split cd=5 cv=  6461 nd=3 sm=[  1.4e+06       96 1.522e+04 1.373e+04     5141     7950     3803 1.271e+04     7336     5141     7950     3803 1.344e+04 1.274e+04 ] ss=6.61e+11
    ........Leaf n=1 <18> sm=[    5e+05       37      747        0        0      989        0        0        0        0      989        0        0      880 ] ss=2.5e+11
    .......Split cd=0 cv=4.675e+05 nd=2 sm=[    9e+05       61 1.567e+04 1.256e+04     3926     1489     1236 1.198e+04     5000     3926     1489     1236 1.198e+04     1133 ] ss=4.107e+11
    ........Leaf n=1 <83> sm=[    4e+05       24 1.492e+04 1.256e+04     3926      500     1236 1.198e+04     5000     3926      500     1236 1.198e+04      253 ] ss=1.607e+11
    Split cd=0 cv=3.15e+05 nd=100 sm=[ 1.666e+07     3571 6.379e+06 6.035e+06 5.508e+06 5.469e+06 4.877e+06 4.733e+06 4.52e+05 5.936e+05 7.164e+05 3.82e+05 4.44e+05 7.627e+05 ] ss=1.028e+13
    ..Leaf n=1 <14> sm=[    3e+05       32 2.553e+05 2.556e+05 2.584e+05 2.61e+05 2.607e+05 2.639e+05     9106  1.1e+04 1.101e+04    1e+04    1e+04    1e+04 ] ss=4.936e+11
    .Split cd=2 cv=2.553e+05 nd=90 sm=[ 1.228e+07     3228 4.911e+06 4.592e+06 4.295e+06 4.272e+06 3.788e+06 3.626e+06 3.761e+05 5.042e+05 6.557e+05 3.356e+05 3.456e+05 2.58e+05 ] ss=5.548e+12
    ...Leaf n=1 <25> sm=[  2.4e+05       31 2.456e+05 2.45e+05 2.451e+05 2.403e+05 2.114e+05 2.159e+05 1.018e+04 1.058e+04     8302     7300     7505     7700 ] ss=3.875e+11
    ..Split cd=3 cv=2.45e+05 nd=89 sm=[ 1.198e+07     3196 4.656e+06 4.337e+06 4.036e+06 4.011e+06 3.527e+06 3.362e+06 3.67e+05 4.932e+05 6.447e+05 3.256e+05 3.356e+05 2.48e+05 ] ss=5.054e+12
    ....Leaf n=1 <34> sm=[  2.4e+05       40 2.278e+05 2.223e+05 2.273e+05 1.95e+05 1.992e+05 2.035e+05     8200     8800     7000     7200     7500     7800 ] ss=3.301e+11
    ...Split cd=7 cv=2.035e+05 nd=88 sm=[ 1.174e+07     3165 4.411e+06 4.092e+06 3.791e+06 3.77e+06 3.316e+06 3.146e+06 3.568e+05 4.826e+05 6.364e+05 3.183e+05 3.281e+05 2.403e+05 ] ss=4.666e+12
    .....Leaf n=1 <52> sm=[  1.8e+05       38 1.813e+05 1.813e+05 1.804e+05 1.83e+05 1.813e+05 1.797e+05     6747     6573     6506     6581     6801     6100 ] ss=2.296e+11
    ....Split cd=6 cv=1.813e+05 nd=87 sm=[ 1.15e+07     3125 4.183e+06 3.869e+06 3.564e+06 3.575e+06 3.117e+06 2.943e+06 3.486e+05 4.738e+05 6.294e+05 3.111e+05 3.206e+05 2.325e+05 ] ss=4.336e+12
    ......Leaf n=1 <70> sm=[    2e+05       35 2.151e+05 2.086e+05 2.143e+05 1.345e+05 5.471e+04 2.361e+04     7700     9300     6500     3000      856     1152 ] ss=1.975e+11
    .....Split cd=4 cv=2.143e+05 nd=86 sm=[ 1.132e+07     3087 4.001e+06 3.688e+06 3.383e+06 3.392e+06 2.935e+06 2.763e+06 3.419e+05 4.672e+05 6.229e+05 3.045e+05 3.138e+05 2.264e+05 ] ss=4.107e+12
    .......Leaf n=1 <91> sm=[  2.1e+05       28 2.095e+05 2.113e+05    -4244 2.058e+05 1.518e+05 1.502e+05    1e+04     2572 2.135e+05     6022     5817     4048 ] ss=2.664e+11
    ......Split cd=5 cv=2.058e+05 nd=85 sm=[ 1.112e+07     3052 3.786e+06 3.48e+06 3.169e+06 3.258e+06 2.881e+06 2.74e+06 3.342e+05 4.579e+05 6.164e+05 3.015e+05 3.13e+05 2.253e+05 ] ss=3.909e+12
    ..........Leaf n=1 <44> sm=[  2.2e+05       44 2.177e+05 1.804e+05 1.835e+05 1.769e+05 1.19e+05 1.729e+05     7000     8000     8000     6000    6e+04     7000 ] ss=2.412e+11
    .........Split cd=13 cv=  7000 nd=3 sm=[  6.6e+05      121 5.344e+05 5.031e+05 5.013e+05 4.83e+05 4.067e+05 4.54e+05 2.74e+04 1.45e+04 2.242e+04  2.7e+04  6.5e+04 1.785e+04 ] ss=6.249e+11
    ...........Leaf n=1 <1> sm=[  1.8e+05       42 1.77e+05 1.736e+05 1.725e+05 1.578e+05 1.27e+05 1.255e+05     7003     6500     7507     4500     5000     5000 ] ss=1.806e+11
    ..........Split cd=3 cv=1.491e+05 nd=2 sm=[  4.4e+05       77 3.166e+05 3.228e+05 3.178e+05 3.061e+05 2.878e+05 2.811e+05 2.04e+04     6500 1.442e+04  2.1e+04     5000 1.085e+04 ] ss=3.837e+11
    ...........Leaf n=1 <59> sm=[  2.6e+05       35 1.396e+05 1.491e+05 1.453e+05 1.483e+05 1.608e+05 1.557e+05 1.34e+04        0     6910 1.65e+04        0     5847 ] ss=2.031e+11
    ........Split cd=2 cv=1.274e+05 nd=28 sm=[ 6.44e+06     1080 1.295e+06 1.127e+06 1.135e+06 1.136e+06 1.006e+06 9.098e+05 1.504e+05 2.31e+05 2.389e+05 1.22e+05 1.897e+05 1.334e+05 ] ss=2.265e+12
    ..........Leaf n=1 <60> sm=[    2e+05       26 4.191e+04 1.797e+04 2.979e+04 1.174e+04  2.7e+04     4039 1.809e+04 3.022e+04 4.275e+04 2.712e+04       22 5.887e+04 ] ss=5.112e+10
    .........Split cd=13 cv=5.887e+04 nd=25 sm=[ 5.78e+06      959 7.61e+05 6.238e+05 6.336e+05 6.53e+05 5.989e+05 4.557e+05 1.23e+05 2.165e+05 2.165e+05 9.499e+04 1.247e+05 1.156e+05 ] ss=1.64e+12
    ...........Leaf n=1 <45> sm=[  2.4e+05       34 1.228e+05 1.144e+05 9.74e+04 8.331e+04 7.329e+04 5.927e+04 1.007e+04     7255     3035     3030     3018     2012 ] ss=1.113e+11
    ..........Split cd=3 cv=1.144e+05 nd=24 sm=[ 5.58e+06      933 7.191e+05 6.058e+05 6.038e+05 6.412e+05 5.719e+05 4.517e+05 1.049e+05 1.862e+05 1.737e+05 6.786e+04 1.247e+05 5.669e+04 ] ss=1.589e+12
    ............Leaf n=1 <43> sm=[  1.7e+05       36 8.578e+04 8.057e+04 7.982e+04 7.934e+04 7.951e+04 8.025e+04     2906     3002     3000     3000     3500     3000 ] ss=6.823e+10
    ...........Split cd=4 cv=7.982e+04 nd=23 sm=[ 5.34e+06      899 5.963e+05 4.914e+05 5.064e+05 5.579e+05 4.986e+05 3.924e+05 9.483e+04 1.79e+05 1.707e+05 6.484e+04 1.217e+05 5.468e+04 ] ss=1.478e+12
    .............Leaf n=1 <29> sm=[    2e+05       28 8.186e+04 8.679e+04     8441 9.704e+04 1.035e+05     3632     5000     2000  8.9e+04     6500       91     1504 ] ss=8.245e+10
    ............Split cd=10 cv=8.9e+04 nd=22 sm=[ 5.17e+06      863 5.105e+05 4.109e+05 4.266e+05 4.786e+05 4.191e+05 3.122e+05 9.192e+04 1.76e+05 1.677e+05 6.184e+04 1.182e+05 5.168e+04 ] ss=1.41e+12
    ..............Leaf n=1 <0> sm=[    3e+05       41 6.613e+04 6.744e+04 6.886e+04 6.939e+04 7.08e+04 7.225e+04     2412     2496     1678     1702     1746     1772 ] ss=1.187e+11
    .............Split cd=5 cv=6.939e+04 nd=21 sm=[ 4.97e+06      835 4.287e+05 3.241e+05 4.181e+05 3.815e+05 3.155e+05 3.085e+05 8.692e+04 1.74e+05 7.869e+04 5.534e+04 1.181e+05 5.018e+04 ] ss=1.327e+12
    ...............Leaf n=1 <76> sm=[  1.8e+05       37 1.073e+05 4.843e+04 4.632e+04 4.735e+04 4.832e+04 4.942e+04     2000     1771     1800     1750     1893     2000 ] ss=5.545e+10
    ..............Split cd=7 cv=4.942e+04 nd=20 sm=[ 4.67e+06      794 3.625e+05 2.566e+05 3.493e+05 3.121e+05 2.447e+05 2.363e+05 8.451e+04 1.715e+05 7.701e+04 5.363e+04 1.163e+05 4.84e+04 ] ss=1.208e+12
    ................Leaf n=1 <30> sm=[    2e+05       30 2.622e+04     -137 7.328e+04 6.543e+04 6.582e+04     2859        0 7.342e+04     1309      392     2859     1250 ] ss=6.008e+10
    ...............Split cd=6 cv=6.582e+04 nd=19 sm=[ 4.49e+06      757 2.552e+05 2.082e+05 3.029e+05 2.648e+05 1.964e+05 1.869e+05 8.251e+04 1.697e+05 7.521e+04 5.188e+04 1.144e+05 4.64e+04 ] ss=1.153e+12
    ..................Leaf n=1 <46> sm=[  2.8e+05       52 5.067e+04 5.04e+04 5.011e+04 4.942e+04 4.898e+04 4.846e+04     2007     2007     1370     1407     1359     1381 ] ss=9.322e+10
    .................Split cd=2 cv=5.067e+04 nd=8 sm=[ 2.19e+06      307 1.195e+05 1.212e+05 1.212e+05 1.114e+05 1.042e+05 1.317e+05 6.195e+04 5.191e+04 4.132e+04 4.348e+04 7.092e+04 2.965e+04 ] ss=6.341e+11
    ...................Leaf n=1 <21> sm=[    3e+05       50 2.244e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 3.118e+04 2.648e+04 2.778e+04 2.332e+04 4.915e+04 1.316e+04 ] ss=1.015e+11
    ..................Split cd=3 cv=3.118e+04 nd=7 sm=[ 1.91e+06      255 6.879e+04 7.076e+04 7.11e+04 6.192e+04 5.519e+04 8.32e+04 5.994e+04 4.99e+04 3.995e+04 4.207e+04 6.956e+04 2.827e+04 ] ss=5.409e+11
    ....................Leaf n=1 <51> sm=[    3e+05       28 1.029e+04 1.962e+04 1.933e+04 1.066e+04 1.016e+04 1.025e+04 1.933e+04    1e+04     1940 1.02e+04 1.05e+04    1e+04 ] ss=9.198e+10
    ...................Split cd=11 cv=1.02e+04 nd=6 sm=[ 1.61e+06      205 4.635e+04 3.959e+04 4.462e+04 3.414e+04 3.186e+04 3.406e+04 2.877e+04 2.343e+04 1.217e+04 1.874e+04 2.042e+04 1.51e+04 ] ss=4.394e+11
    .....................Leaf n=1 <71> sm=[  2.9e+05       38 2.471e+04      291     6161     6200     3892     4072      291     6170     6216     3892     4072     4382 ] ss=8.495e+10
    ....................Split cd=10 cv=  6216 nd=5 sm=[ 1.31e+06      177 3.606e+04 1.997e+04 2.53e+04 2.348e+04 2.17e+04 2.381e+04     9442 1.343e+04 1.023e+04     8543     9916     5105 ] ss=3.474e+11
    ......................Leaf n=1 <96> sm=[  2.4e+05       34 1.067e+04 1.204e+04 1.368e+04 1.327e+04 1.416e+04 1.389e+04     1500     1800        0     1000        0      327 ] ss=5.862e+10
    .....................Split cd=4 cv=1.368e+04 nd=4 sm=[ 1.02e+06      139 1.135e+04 1.968e+04 1.914e+04 1.728e+04 1.781e+04 1.974e+04     9151     7256     4012     4651     5844      723 ] ss=2.625e+11
    .......................Leaf n=1 <66> sm=[  2.8e+05       41      280     6852      486        0        0      244     6859      486        0        0      244        0 ] ss=7.849e+10
    ......................Split cd=0 cv=2.769e+05 nd=3 sm=[  7.8e+05      105      676     7644     5456     4012     3651     5844     7651     5456     4012     3651     5844      396 ] ss=2.039e+11
    ........................Leaf n=1 <86> sm=[  2.6e+05       29      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=6.777e+10
    .......................Split cd=9 cv=  4970 nd=2 sm=[    5e+05       64      396      792     4970     4012     3651     5600      792     4970     4012     3651     5600      396 ] ss=1.254e+11
    ........................Leaf n=1 <92> sm=[  2.4e+05       35        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.76e+10
    ................Split cd=0 cv=2.388e+05 nd=18 sm=[ 4.29e+06      727 2.29e+05 2.083e+05 2.297e+05 1.993e+05 1.306e+05 1.84e+05 8.251e+04 9.629e+04 7.39e+04 5.149e+04 1.116e+05 4.516e+04 ] ss=1.093e+12
    ..................Leaf n=1 <95> sm=[    2e+05       45 5.472e+04 5.228e+04 4.862e+04 4.132e+04        0     4300     2209     2109 1.001e+04        0     4300     1191 ] ss=4.995e+10
    .................Split cd=2 cv=5.472e+04 nd=10 sm=[  2.1e+06      420 1.095e+05 8.717e+04 1.085e+05  8.8e+04 2.642e+04 5.236e+04 2.056e+04 4.438e+04 3.258e+04     8016 4.065e+04 1.55e+04 ] ss=4.588e+11
    ...................Leaf n=1 <75> sm=[  1.7e+05       53 1.786e+04 1.793e+04 1.88e+04 1.765e+04 1.802e+04 1.293e+04     1323     1196      544      563      629      361 ] ss=3.07e+10
    ..................Split cd=3 cv=1.793e+04 nd=9 sm=[  1.9e+06      375 5.48e+04 3.488e+04 5.984e+04 4.668e+04 2.642e+04 4.806e+04 1.835e+04 4.228e+04 2.258e+04     8016 3.635e+04 1.431e+04 ] ss=4.089e+11
    ....................Leaf n=1 <93> sm=[  2.3e+05       61     1477     3699     2252     4932     2783     7411     3710     2266     7338     2791     7433     4527 ] ss=5.316e+10
    ...................Split cd=11 cv=  2791 nd=8 sm=[ 1.73e+06      322 3.694e+04 1.695e+04 4.104e+04 2.903e+04     8409 3.513e+04 1.703e+04 4.108e+04 2.203e+04     7453 3.572e+04 1.395e+04 ] ss=3.782e+11
    .....................Leaf n=1 <57> sm=[    2e+05       29     3773     3990     9048     4700      800     4082     4029     9048     4700      800     4082        0 ] ss=4.029e+10
    ....................Split cd=10 cv=  4700 nd=7 sm=[  1.5e+06      261 3.546e+04 1.326e+04 3.879e+04 2.41e+04     5626 2.772e+04 1.332e+04 3.881e+04 1.469e+04     4662 2.829e+04     9426 ] ss=3.25e+11
    ......................Leaf n=1 <28> sm=[    2e+05       57     1964     2684 1.176e+04     9830      669     -716     2698 1.176e+04     1000        0        0     2000 ] ss=4.04e+10
    .....................Split cd=4 cv=1.176e+04 nd=6 sm=[  1.3e+06      232 3.169e+04     9265 2.974e+04 1.94e+04     4826 2.364e+04     9288 2.977e+04     9993     3862 2.42e+04     9426 ] ss=2.847e+11
    ........................Leaf n=1 <48> sm=[  2.3e+05       34     2007     3220     6163     2765     2050     1197     3229     6191     2782     2055     1200     1710 ] ss=5.303e+10
    .......................Split cd=9 cv=  6191 nd=4 sm=[    9e+05      129 1.511e+04     5320     9787     8306     2896 2.309e+04     5329     9815     7732     2601 2.294e+04     6165 ] ss=2.04e+11
    .........................Leaf n=1 <94> sm=[  2.1e+05       37     3094      565     1188     2667      546      578      565     1188     2667      546      578     2769 ] ss=4.414e+10
    ........................Split cd=5 cv=  2667 nd=3 sm=[  6.7e+05       95 1.31e+04     2100     3624     5541      846 2.189e+04     2100     3624     4950      546 2.174e+04     4455 ] ss=1.509e+11
    ..........................Leaf n=1 <89> sm=[  2.3e+05       26     8328        0      600      600      300      150        0      600        0        0        0      686 ] ss=5.297e+10
    .........................Split cd=6 cv=   300 nd=2 sm=[  4.6e+05       58 1.001e+04     1535     2436     2874      300 2.132e+04     1535     2436     2283        0 2.117e+04     1686 ] ss=1.068e+11
    ..........................Leaf n=1 <85> sm=[  2.3e+05       32     1680     1535     1836     2274        0 2.117e+04     1535     1836     2283        0 2.117e+04     1000 ] ss=5.382e+10
    ......................Split cd=0 cv=2.006e+05 nd=5 sm=[  1.1e+06      175 2.973e+04     6581 1.797e+04     9567     4157 2.435e+04     6590  1.8e+04     8993     3862 2.42e+04     7426 ] ss=2.443e+11
    .......................Leaf n=1 <20> sm=[    2e+05       46 1.462e+04     1261     8187     1261     1261     1261     1261     8187     1261     1261     1261     1261 ] ss=4.036e+10
    .......Split cd=0 cv=1.625e+05 nd=84 sm=[ 1.091e+07     3024 3.577e+06 3.268e+06 3.173e+06 3.052e+06 2.729e+06 2.589e+06 3.242e+05 4.554e+05 4.029e+05 2.955e+05 3.072e+05 2.212e+05 ] ss=3.643e+12
    ..........Leaf n=1 <78> sm=[  1.3e+05       36 1.275e+05 1.268e+05 1.248e+05 1.232e+05 1.006e+05 9.769e+04     5963     6316     4845     3471     3673     3590 ] ss=9.979e+10
    .........Split cd=13 cv=  3590 nd=4 sm=[  5.6e+05      136 5.661e+05 5.586e+05 5.307e+05 5.209e+05 4.317e+05 4.287e+05 2.075e+04 2.015e+04 1.704e+04     9179 2.227e+04     8901 ] ss=4.771e+11
    ............Leaf n=1 <50> sm=[  1.5e+05       29 1.493e+05 1.421e+05 1.449e+05 1.407e+05 1.436e+05 1.366e+05     3984     3825     3361     3469     3812     3020 ] ss=1.451e+11
    ...........Split cd=4 cv=1.315e+05 nd=2 sm=[    3e+05       60 3.09e+05 3.024e+05 2.765e+05 2.701e+05 2.668e+05 2.686e+05     8784     7831     7030     3469 1.559e+04     3020 ] ss=2.857e+11
    ............Leaf n=1 <82> sm=[  1.5e+05       31 1.597e+05 1.602e+05 1.315e+05 1.294e+05 1.232e+05 1.321e+05     4800     4006     3669        0 1.178e+04        0 ] ss=1.405e+11
    ..........Split cd=3 cv=1.294e+05 nd=3 sm=[  4.3e+05      100 4.386e+05 4.318e+05 4.058e+05 3.977e+05 3.311e+05 3.31e+05 1.478e+04 1.383e+04 1.219e+04     5708 1.859e+04     5311 ] ss=3.773e+11
    ...........Leaf n=1 <63> sm=[  1.3e+05       40 1.295e+05 1.294e+05 1.294e+05 1.276e+05 6.434e+04 6.237e+04     6000     6000     5161     2239     3000     2291 ] ss=9.162e+10
    ........Split cd=2 cv=1.274e+05 nd=56 sm=[ 4.47e+06     1944 2.282e+06 2.141e+06 2.039e+06 1.916e+06 1.723e+06 1.68e+06 1.738e+05 2.244e+05 1.64e+05 1.735e+05 1.175e+05 8.782e+04 ] ss=1.378e+12
    ..........Leaf n=1 <55> sm=[    5e+04       55 4.426e+04 2.804e+04 2.794e+04 5.19e+04 2.415e+04 2.442e+04     2489     1384      841     1013      819 1.515e+04 ] ss=1.014e+10
    .........Split cd=13 cv=1.515e+04 nd=52 sm=[ 3.91e+06     1808 1.715e+06 1.583e+06 1.508e+06 1.395e+06 1.291e+06 1.251e+06 1.53e+05 2.042e+05 1.47e+05 1.643e+05 9.52e+04 7.892e+04 ] ss=9.006e+11
    ...........Leaf n=1 <10> sm=[  1.2e+05       47 1.214e+05 1.231e+05 1.18e+05 1.224e+05 1.204e+05 1.238e+05     7352        0     8990        0     9000        0 ] ss=1.032e+11
    ..........Split cd=3 cv=1.223e+05 nd=51 sm=[ 3.86e+06     1753 1.671e+06 1.555e+06 1.48e+06 1.343e+06 1.267e+06 1.227e+06 1.506e+05 2.029e+05 1.461e+05 1.633e+05 9.438e+04 6.377e+04 ] ss=8.905e+11
    ............Leaf n=1 <61> sm=[    9e+04       24 8.664e+04 8.725e+04 8.686e+04 8.637e+04 8.588e+04 8.215e+04     3881     3000     2800     1500     2299     2500 ] ss=5.239e+10
    ...........Split cd=4 cv=8.686e+04 nd=50 sm=[ 3.74e+06     1706 1.55e+06 1.432e+06 1.362e+06 1.221e+06 1.147e+06 1.103e+06 1.432e+05 2.029e+05 1.372e+05 1.633e+05 8.538e+04 6.377e+04 ] ss=7.872e+11
    .............Leaf n=1 <22> sm=[  1.3e+05       23 1.269e+05 6.272e+04 2.962e+04 2.211e+04 1.535e+04 1.045e+04      239 2.962e+04 2.214e+04 1.535e+04 1.045e+04     4623 ] ss=4.038e+10
    ............Split cd=10 cv=2.214e+04 nd=49 sm=[ 3.65e+06     1682 1.463e+06 1.344e+06 1.275e+06 1.135e+06 1.061e+06 1.021e+06 1.393e+05 1.999e+05 1.344e+05 1.618e+05 8.308e+04 6.127e+04 ] ss=7.348e+11
    ..............Leaf n=1 <80> sm=[    8e+04       44 7.59e+04 7.491e+04 7.217e+04 7.367e+04 7.353e+04 7.519e+04     3500     3205     3300     3000     3000     3300 ] ss=3.953e+10
    .............Split cd=5 cv=7.367e+04 nd=48 sm=[ 3.52e+06     1659 1.336e+06 1.282e+06 1.245e+06 1.113e+06 1.046e+06 1.01e+06 1.391e+05 1.702e+05 1.122e+05 1.464e+05 7.263e+04 5.665e+04 ] ss=6.945e+11
    ...............Leaf n=1 <31> sm=[  1.3e+05       31 6.252e+04     4049     6690    -1018 8.944e+04 9.018e+04     4065     6704 2.102e+04 9.261e+04     3272     3332 ] ss=4.61e+10
    ..............Split cd=7 cv=9.018e+04 nd=47 sm=[ 3.44e+06     1615 1.26e+06 1.207e+06 1.173e+06 1.039e+06 9.721e+05 9.349e+05 1.356e+05 1.67e+05 1.089e+05 1.434e+05 6.963e+04 5.335e+04 ] ss=6.549e+11
    ................Leaf n=1 <98> sm=[    8e+04       28 6.55e+04 6.388e+04 6.774e+04 6.936e+04 6.514e+04 6.034e+04        0     5000     3200        7     2309     3862 ] ss=3.211e+10
    ...............Split cd=6 cv=6.514e+04 nd=46 sm=[ 3.31e+06     1584 1.198e+06 1.203e+06 1.167e+06 1.04e+06 8.827e+05 8.448e+05 1.315e+05 1.603e+05 8.79e+04 5.081e+04 6.636e+04 5.001e+04 ] ss=6.088e+11
    ...................Leaf n=1 <88> sm=[  1.4e+05       26 7.529e+04 9.061e+04 5.46e+04 3.173e+04 2.721e+04 2.378e+04    2e+04     3011        0     3000        0     5000 ] ss=3.922e+10
    ..................Split cd=3 cv=7.875e+04 nd=2 sm=[  2.3e+05       54 1.58e+05 1.694e+05 1.212e+05 9.553e+04 8.827e+04 7.843e+04    2e+04     6335     5380     3000     2000     6800 ] ss=7.562e+10
    ...................Leaf n=1 <90> sm=[    9e+04       28 8.267e+04 7.875e+04 6.66e+04 6.38e+04 6.106e+04 5.465e+04        0     3324     5380        0     2000     1800 ] ss=3.64e+10
    .................Split cd=2 cv=6.348e+04 nd=15 sm=[  1.9e+06      492 3.597e+05 3.827e+05 3.564e+05 3.088e+05 2.916e+05 2.441e+05 7.234e+04 6.208e+04 2.952e+04 2.04e+04 1.599e+04 1.304e+04 ] ss=3.461e+11
    ...................Leaf n=1 <49> sm=[  1.2e+05       33 5.205e+04 5.259e+04 5.375e+04 5.486e+04 5.644e+04 5.803e+04     2000     2000     2000     2500     2500     2500 ] ss=3.236e+10
    ..................Split cd=3 cv=5.259e+04 nd=13 sm=[ 1.67e+06      438 2.018e+05 2.133e+05 2.352e+05 2.133e+05 2.033e+05 1.656e+05 5.234e+04 5.574e+04 2.414e+04 1.74e+04 1.399e+04     6243 ] ss=2.705e+11
    ....................Leaf n=1 <72> sm=[  1.4e+05       33        0      935     1490        0     3938        0      935     1490        0     3938     1160        0 ] ss=1.964e+10
    ...................Split cd=11 cv=  3938 nd=12 sm=[ 1.55e+06      405 1.497e+05 1.607e+05 1.815e+05 1.584e+05 1.469e+05 1.076e+05 5.034e+04 5.374e+04 2.214e+04 1.49e+04 1.149e+04     3743 ] ss=2.381e+11
    .....................Leaf n=1 <47> sm=[  1.6e+05       41 4.602e+04 4.719e+04 4.613e+04 4.706e+04 5.003e+04 5.106e+04     2200        0     2000     3900     2000        0 ] ss=3.943e+10
    ....................Split cd=7 cv=4.438e+04 nd=11 sm=[ 1.41e+06      372 1.497e+05 1.598e+05  1.8e+05 1.584e+05 1.43e+05 1.076e+05 4.94e+04 5.225e+04 2.214e+04 1.096e+04 1.033e+04     3743 ] ss=2.185e+11
    ......................Leaf n=1 <27> sm=[  1.3e+05       27      -24     -350 3.066e+04 2.943e+04 2.91e+04    -1410      326 3.21e+04        0        0        0        0 ] ss=2.059e+10
    .....................Split cd=4 cv=3.066e+04 nd=10 sm=[ 1.25e+06      331 1.037e+05 1.126e+05 1.339e+05 1.114e+05 9.293e+04 5.653e+04 4.72e+04 5.225e+04 2.014e+04     7059     8334     3743 ] ss=1.791e+11
    ........................Leaf n=1 <35> sm=[  1.6e+05       39 1.466e+04 1.567e+04 1.669e+04 1.77e+04 1.902e+04 1.858e+04     1258     1286     1289     1615        0     1000 ] ss=2.737e+10
    .......................Split cd=5 cv=1.77e+04 nd=6 sm=[  8.5e+05      212 5.032e+04 7.362e+04 6.159e+04 5.034e+04 4.165e+04 4.234e+04 3.579e+04     6091     4852     5967     7257     3480 ] ss=1.283e+11
    .........................Leaf n=1 <64> sm=[  1.3e+05       44 2.955e+04 2.315e+04 1.864e+04 1.469e+04     8769     4166        0     1500      486      303       83      780 ] ss=1.897e+10
    ........................Split cd=9 cv=  1500 nd=5 sm=[  6.9e+05      173 3.566e+04 5.796e+04 4.49e+04 3.264e+04 2.262e+04 2.376e+04 3.453e+04     4805     3563     4352     7257     2480 ] ss=1.009e+11
    ..........................Leaf n=1 <6> sm=[  1.3e+05       26     2343 3.228e+04 2.418e+04 1.518e+04 1.28e+04 1.442e+04 3.232e+04     1217     1000     3000     2000      390 ] ss=2.019e+10
    .........................Split cd=6 cv=1.28e+04 nd=4 sm=[  5.6e+05      129     6116 3.48e+04 2.626e+04 1.795e+04 1.385e+04 1.959e+04 3.453e+04     3305     3077     4049     7174     1700 ] ss=8.196e+10
    ...........................Leaf n=1 <17> sm=[  1.4e+05       28     1756     2201      923     1751      573      873     2209      923     1751      573      873      984 ] ss=1.962e+10
    ..........................Split cd=2 cv=  1756 nd=3 sm=[  4.3e+05      103     3773     2527     2088     2770     1049     5174     2209     2088     2077     1049     5174     1310 ] ss=6.176e+10
    ............................Leaf n=1 <8> sm=[  1.5e+05       44     1365        0      839      693        0     3975        0      839        0        0     3975        0 ] ss=2.254e+10
    ...........................Split cd=12 cv=  3975 nd=2 sm=[  2.9e+05       75     2017      326     1165     1019      476     4301        0     1165      326      476     4301      326 ] ss=4.214e+10
    ............................Leaf n=1 <23> sm=[  1.4e+05       31      652      326      326      326      476      326        0      326      326      476      326      326 ] ss=1.96e+10
    ......................Split cd=0 cv=1.244e+05 nd=9 sm=[ 1.12e+06      304 1.037e+05 1.13e+05 1.032e+05 8.196e+04 6.383e+04 5.794e+04 4.688e+04 2.015e+04 2.014e+04     7059     8334     3743 ] ss=1.585e+11
    ........................Leaf n=1 <9> sm=[    9e+04       29 4.534e+04 3.123e+04 2.976e+04 2.775e+04 2.029e+04 1.494e+04     2967     2007     1429     1092      412      263 ] ss=1.344e+10
    .......................Split cd=5 cv=2.775e+04 nd=3 sm=[  2.7e+05       92 5.339e+04 3.934e+04 4.161e+04 3.162e+04 2.218e+04 1.56e+04 1.109e+04 1.406e+04 1.528e+04     1092     1077      263 ] ss=3.018e+10
    .........................Leaf n=1 <79> sm=[    9e+04       34     1905     1924 1.186e+04      665        0      665     1924 1.186e+04 1.066e+04        0      665        0 ] ss=8.507e+09
    ........................Split cd=9 cv=1.186e+04 nd=2 sm=[  1.8e+05       63     8051     8117 1.186e+04     3864     1888      665     8122 1.206e+04 1.385e+04        0      665        0 ] ss=1.675e+10
    .........................Leaf n=1 <13> sm=[    9e+04       29     6146     6193        0     3199     1888        0     6198      200     3199        0        0        0 ] ss=8.239e+09
    ................Split cd=0 cv=8.625e+04 nd=45 sm=[ 3.23e+06     1556 1.132e+06 1.139e+06 1.099e+06 9.705e+05 8.175e+05 7.844e+05 1.315e+05 1.553e+05 8.47e+04 5.081e+04 6.405e+04 4.615e+04 ] ss=5.767e+11
    ....................Leaf n=1 <2> sm=[    8e+04       52 7.709e+04 7.741e+04 7.869e+04 6.622e+04 5.617e+04 5.319e+04     3000     5086     1750     2012     1630     2165 ] ss=3.494e+10
    ...................Split cd=11 cv=  2012 nd=2 sm=[  1.4e+05       97 1.448e+05 1.469e+05 1.372e+05 1.229e+05 7.452e+04 7.138e+04     6000 1.751e+04     3750     4012     2630     3165 ] ss=5.544e+10
    ....................Leaf n=1 <68> sm=[    6e+04       45 6.772e+04 6.95e+04 5.854e+04 5.67e+04 1.835e+04 1.82e+04     3000 1.242e+04     2000     2000     1000     1000 ] ss=2.05e+10
    ..................Split cd=3 cv=6.426e+04 nd=3 sm=[    2e+05      120 2.085e+05 2.112e+05 1.875e+05 1.38e+05 8.656e+04 8.138e+04     8351 1.875e+04     4172     4540     4630     8165 ] ss=7.027e+10
    ...................Leaf n=1 <4> sm=[    6e+04       23 6.371e+04 6.426e+04 5.024e+04 1.509e+04 1.204e+04    1e+04     2351     1237      422      528     2000     5000 ] ss=1.482e+10
    .................Split cd=2 cv=6.348e+04 nd=30 sm=[ 1.33e+06     1064 7.726e+05 7.561e+05 7.424e+05 6.617e+05 5.259e+05 5.404e+05 5.918e+04 9.326e+04 5.519e+04 3.041e+04 4.805e+04 3.311e+04 ] ss=2.306e+11
    ...................Leaf n=1 <97> sm=[    6e+04       31 5.943e+04 5.964e+04 6.128e+04 6.102e+04 3.012e+04 2.953e+04     2800     3200     2535     2331        0     1073 ] ss=1.998e+10
    ..................Split cd=3 cv=5.964e+04 nd=27 sm=[ 1.13e+06      944 5.641e+05 5.45e+05 5.549e+05 5.237e+05 4.394e+05 4.59e+05 5.083e+04 7.452e+04 5.102e+04 2.587e+04 4.342e+04 2.494e+04 ] ss=1.604e+11
    ....................Leaf n=1 <56> sm=[    5e+04       34 4.465e+04 4.565e+04 4.632e+04 4.529e+04 4.832e+04 4.909e+04     2000     1700        0     3760     1700        0 ] ss=1.554e+10
    ...................Split cd=11 cv=  3760 nd=26 sm=[ 1.07e+06      913 5.046e+05 4.853e+05 4.936e+05 4.627e+05 4.092e+05 4.295e+05 4.803e+04 7.132e+04 4.848e+04 2.354e+04 4.342e+04 2.387e+04 ] ss=1.404e+11
    .....................Leaf n=1 <38> sm=[    6e+04       31 3.165e+04 3.084e+04 3.434e+04 3.349e+04 3.562e+04 3.803e+04        0     4000        0     3000     3000     2000 ] ss=1.061e+10
    ....................Split cd=7 cv=3.803e+04 nd=25 sm=[ 1.02e+06      879  4.6e+05 4.397e+05 4.473e+05 4.174e+05 3.609e+05 3.804e+05 4.603e+04 6.962e+04 4.848e+04 1.978e+04 4.172e+04 2.387e+04 ] ss=1.248e+11
    ......................Leaf n=1 <69> sm=[    5e+04       23 4.976e+04 4.846e+04 4.412e+04 2.125e+04 2.007e+04 1.886e+04     2401     2254     2004      704      707     1004 ] ss=1.05e+10
    .....................Split cd=4 cv=4.131e+04 nd=24 sm=[  9.6e+05      848 4.283e+05 4.088e+05 4.13e+05 3.839e+05 3.253e+05 3.423e+05 4.603e+04 6.562e+04 4.848e+04 1.678e+04 3.872e+04 2.187e+04 ] ss=1.142e+11
    ........................Leaf n=1 <19> sm=[    6e+04       25 4.565e+04 4.26e+04 3.983e+04 3.932e+04 3.246e+04 3.174e+04     2000     2500     2000     1100     1200     1200 ] ss=1.271e+10
    .......................Split cd=5 cv=3.633e+04 nd=11 sm=[  6.8e+05      406 1.988e+05 1.876e+05 1.918e+05 1.823e+05  1.3e+05 1.467e+05 2.958e+04 5.306e+04 3.363e+04 1.064e+04 2.747e+04     8012 ] ss=7.758e+10
    .........................Leaf n=1 <24> sm=[    8e+04       37 2.77e+04 1.537e+04 2.592e+04 1.845e+04     2655 2.081e+04    1e+04 2.592e+04 1.845e+04     2655 2.081e+04        0 ] ss=1.041e+10
    ........................Split cd=9 cv=2.592e+04 nd=10 sm=[  6.2e+05      381 1.531e+05 1.45e+05 1.52e+05 1.43e+05 9.751e+04 1.15e+05 2.758e+04 5.056e+04 3.163e+04     9542 2.627e+04     6812 ] ss=6.487e+10
    ..........................Leaf n=1 <74> sm=[    6e+04       46 2.468e+04 2.696e+04 2.821e+04 2.747e+04 2.918e+04 2.824e+04     3000     2000        0     2289        0     1500 ] ss=8.156e+09
    .........................Split cd=6 cv=2.918e+04 nd=9 sm=[  5.4e+05      344 1.254e+05 1.297e+05 1.261e+05 1.246e+05 9.485e+04 9.418e+04 1.758e+04 2.464e+04 1.318e+04     6887     5463     6812 ] ss=5.447e+10
    ............................Leaf n=1 <67> sm=[    5e+04       60 5.108e+04 5.065e+04 3.638e+04 3.291e+04     9397     9755     2013     2505     2100      500      500      500 ] ss=1.028e+10
    ...........................Split cd=3 cv=3.761e+04 nd=2 sm=[  1.1e+05       97 8.975e+04 8.826e+04 7.157e+04 6.429e+04 3.785e+04 3.635e+04     3619     4179     3520     1437     1506     1539 ] ss=2.054e+10
    ............................Leaf n=1 <53> sm=[    6e+04       37 3.867e+04 3.761e+04 3.519e+04 3.137e+04 2.846e+04 2.66e+04     1606     1674     1420      937     1006     1039 ] ss=1.026e+10
    ..........................Split cd=2 cv=3.152e+04 nd=8 sm=[  4.8e+05      298 1.008e+05 1.027e+05 9.787e+04 9.708e+04 6.568e+04 6.593e+04 1.458e+04 2.264e+04 1.318e+04     4598     5463     5312 ] ss=4.631e+10
    ............................Leaf n=1 <15> sm=[    5e+04       53     3914     7419     7156     8492     9515     9287     3591        0     1500     1100        0      300 ] ss=2.887e+09
    ...........................Split cd=3 cv=  7419 nd=6 sm=[  3.7e+05      201 1.101e+04 1.446e+04 2.629e+04 3.28e+04 2.783e+04 2.958e+04 1.096e+04 1.847e+04     9658     3161     3957     3773 ] ss=2.577e+10
    .............................Leaf n=1 <65> sm=[    7e+04       27      -54      273       19     -254     -527     1096      600       19        0        0     1896        0 ] ss=4.906e+09
    ............................Split cd=12 cv=  1896 nd=5 sm=[  3.2e+05      148     7099     7036 1.914e+04 2.431e+04 1.831e+04 2.029e+04     7374 1.847e+04     8158     2061     3957     3473 ] ss=2.288e+10
    ..............................Leaf n=1 <36> sm=[    5e+04       38     4965      495 1.698e+04 1.72e+04 1.758e+04 1.794e+04      500  1.7e+04      800      800      800      900 ] ss=4.032e+09
    .............................Split cd=4 cv=1.698e+04 nd=4 sm=[  2.5e+05      121     7153     6763 1.912e+04 2.456e+04 1.884e+04 1.92e+04     6774 1.845e+04     8158     2061     2061     3473 ] ss=1.798e+10
    ...............................Leaf n=1 <37> sm=[    5e+04       32     1442     1444     1447     1261     1261     1261     1444     1447     1261     1261     1261       91 ] ss=2.52e+09
    ..............................Split cd=7 cv=  1261 nd=3 sm=[    2e+05       83     2188     6268     2137     7358     1261     1261     6274     1447     7358     1261     1261     2573 ] ss=1.395e+10
    ................................Leaf n=1 <84> sm=[    8e+04       25      746     4824      690     6097        0        0     4830        0     6097        0        0     2169 ] ss=6.527e+09
    ...............................Split cd=0 cv= 7e+04 nd=2 sm=[  1.5e+05       51      746     4824      690     6097        0        0     4830        0     6097        0        0     2482 ] ss=1.143e+10
    ................................Leaf n=1 <40> sm=[    7e+04       26        0        0        0        0        0        0        0        0        0        0        0      313 ] ss=4.9e+09
    ......................Split cd=0 cv=4.812e+04 nd=23 sm=[  9.1e+05      825 3.786e+05 3.604e+05 3.689e+05 3.626e+05 3.052e+05 3.235e+05 4.363e+04 6.336e+04 4.648e+04 1.607e+04 3.802e+04 2.087e+04 ] ss=1.037e+11
    ........................Leaf n=1 <33> sm=[    3e+04       27 2.735e+04 3.14e+04 3.005e+04 3.087e+04 2.94e+04 2.983e+04     5500        0     3000      998     3000     3000 ] ss=6.302e+09
    .......................Split cd=5 cv=3.087e+04 nd=12 sm=[  2.3e+05      419 1.798e+05 1.727e+05 1.77e+05 1.803e+05 1.753e+05 1.768e+05 1.405e+04 1.03e+04 1.285e+04     5432 1.054e+04 1.286e+04 ] ss=2.614e+10
    .........................Leaf n=1 <87> sm=[    2e+04       32 2.045e+04 1.786e+04 1.897e+04 1.963e+04 1.819e+04 1.857e+04        0     1700     1300      651      674      756 ] ss=2.564e+09
    ........................Split cd=9 cv=  1700 nd=11 sm=[    2e+05      392 1.525e+05 1.413e+05 1.47e+05 1.494e+05 1.459e+05 1.469e+05     8549 1.03e+04     9851     4434     7545     9855 ] ss=1.984e+10
    ..........................Leaf n=1 <81> sm=[    3e+04       46 2.92e+04 3.041e+04 3.13e+04 2.993e+04 2.774e+04 2.812e+04     2000     1700      954        0     2253     1106 ] ss=6.127e+09
    .........................Split cd=6 cv=2.774e+04 nd=10 sm=[  1.8e+05      360 1.32e+05 1.235e+05 1.28e+05 1.298e+05 1.277e+05 1.284e+05     8549     8598     8551     3783     6871     9099 ] ss=1.728e+10
    ...........................Leaf n=1 <11> sm=[    2e+04       22 1.829e+04 1.771e+04 1.714e+04 1.983e+04 1.924e+04 1.842e+04        0        0     3000        0        0     2000 ] ss=2.458e+09
    ..........................Split cd=2 cv=1.829e+04 nd=9 sm=[  1.5e+05      314 1.028e+05 9.305e+04 9.673e+04 9.987e+04 9.993e+04 1.002e+05     6549     6898     7597     3783     4618     7993 ] ss=1.115e+10
    ............................Leaf n=1 <26> sm=[    2e+04       27 1.673e+04 1.787e+04 1.728e+04 1.751e+04 1.846e+04 1.804e+04     1700        0      800     1361        0      800 ] ss=2.277e+09
    ...........................Split cd=3 cv=1.787e+04 nd=8 sm=[  1.3e+05      292 8.452e+04 7.534e+04 7.959e+04 8.004e+04 8.069e+04 8.182e+04     6549     6898     4597     3783     4618     5993 ] ss=8.692e+09
    .............................Leaf n=1 <58> sm=[    2e+04       22 1.293e+04 1.394e+04 1.465e+04 1.671e+04 1.615e+04 1.811e+04     1532     1246     2304        0     2390      634 ] ss=1.86e+09
    ............................Split cd=12 cv=  2390 nd=7 sm=[  1.1e+05      265 6.778e+04 5.748e+04 6.232e+04 6.253e+04 6.223e+04 6.379e+04     4849     6898     3797     2422     4618     5193 ] ss=6.416e+09
    ..............................Leaf n=1 <99> sm=[    2e+04       43 1.15e+04  1.3e+04 1.349e+04 1.298e+04 1.396e+04 1.36e+04     2000     1000        0     1200        0     3000 ] ss=1.447e+09
    .............................Split cd=4 cv=1.349e+04 nd=6 sm=[    9e+04      243 5.485e+04 4.354e+04 4.766e+04 4.581e+04 4.608e+04 4.568e+04     3317     5652     1493     2422     2228     4559 ] ss=4.556e+09
    ...............................Leaf n=1 <62> sm=[    2e+04       56     9061     8769     9680     9376     9720 1.096e+04        0     1200        0      500     1400        0 ] ss=9.589e+08
    ..............................Split cd=7 cv=1.096e+04 nd=5 sm=[    7e+04      200 4.335e+04 3.054e+04 3.417e+04 3.284e+04 3.212e+04 3.208e+04     1317     4652     1493     1222     2228     1559 ] ss=3.109e+09
    ................................Leaf n=1 <54> sm=[    2e+04       29        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+08
    ...............................Split cd=0 cv= 2e+04 nd=4 sm=[    5e+04      144 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=2.15e+09
    .................................Leaf n=1 <77> sm=[    1e+04       22 1.829e+04     9217 1.02e+04     9634     9857     9704     1317     1303      334      373      326     1359 ] ss=9.133e+08
    ................................Split cd=8 cv=  1317 nd=3 sm=[    3e+04      115 3.429e+04 2.177e+04 2.449e+04 2.346e+04 2.24e+04 2.112e+04     1317     3452     1493      722      828     1559 ] ss=1.75e+09
    ..................................Leaf n=1 <41> sm=[    1e+04       44     7816     7542     8561     9571     9761 1.011e+04        0     1149     1159      349      502      200 ] ss=5.834e+08
    .................................Split cd=5 cv=  9571 nd=2 sm=[    2e+04       93  1.6e+04 1.255e+04 1.429e+04 1.383e+04 1.254e+04 1.142e+04        0     2149     1159      349      502      200 ] ss=8.368e+08
    ..................................Leaf n=1 <16> sm=[    1e+04       49     8184     5011     5728     4255     2782     1309        0     1000        0        0        0        0 ] ss=2.535e+08
================
 the cost before round is  970361432949.8518




 out method
The k-means cost =  530507185051.7132
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 2488 rows, 19900 columns and 248750 nonzeros
Model fingerprint: 0xadd4ceec
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [1e+00, 5e+14]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 199 rows and 0 columns
Presolve time: 0.06s
Presolved: 2289 rows, 19900 columns, 238800 nonzeros

Concurrent LP optimizer: primal simplex, dual simplex, and barrier
Showing barrier log only...

Ordering time: 0.02s

Barrier statistics:
 AA' NZ     : 2.298e+05
 Factor NZ  : 2.372e+05 (roughly 10 MB of memory)
 Factor Ops : 2.498e+07 (less than 1 second per iteration)
 Threads    : 30

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.06433796e+16  0.00000000e+00  2.61e+01 2.31e+14  1.28e+09     0s
   1   2.83202886e+16 -1.20812921e+11  2.61e+01 2.31e+14  1.28e+09     0s
   2   4.99508617e+16 -8.24953074e+11  2.61e+01 2.31e+14  1.35e+09     0s
   3   5.64556754e+16 -1.38696547e+12  2.61e+01 2.31e+14  1.38e+09     0s
   4   7.38004345e+19  0.00000000e+00  9.95e+04 2.31e+14  4.47e+12     0s
   5   1.29329856e+20 -1.11327134e+11  9.95e+04 2.31e+14  4.50e+12     0s
   6   1.22153562e+20 -2.69726101e+12  9.95e+04 2.31e+14  4.65e+12     0s
   7   1.29965667e+20 -4.35938568e+12  9.95e+04 2.31e+14  4.78e+12     0s
   8   1.31476705e+20 -1.09976695e+14  9.95e+04 2.31e+14  1.23e+13     0s

Barrier performed 8 iterations in 0.20 seconds (0.15 work units)
Barrier solve interrupted - model solved by another algorithm


Solved with dual simplex
Iteration    Objective       Primal Inf.    Dual Inf.      Time
     945    6.8047557e+11   0.000000e+00   0.000000e+00      0s

Solved in 945 iterations and 0.21 seconds (0.20 work units)
Optimal objective  6.804755654e+11
 the cost before round is  680475565443.1428
final LP of our method
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 220 rows, 1000 columns and 12500 nonzeros
Model fingerprint: 0x729b3248
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+03, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 10 rows and 0 columns
Presolve time: 0.00s
Presolved: 210 rows, 1000 columns, 12000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    7.5808183e+11   8.365000e+00   0.000000e+00      0s
      31    9.6726337e+11   0.000000e+00   0.000000e+00      0s

Solved in 31 iterations and 0.00 seconds (0.00 work units)
Optimal objective  9.672633674e+11
 the cost before round is  967263367375.9186





Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 220 rows, 1000 columns and 12500 nonzeros
Model fingerprint: 0x9c1aad92
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 10 rows and 0 columns
Presolve time: 0.00s
Presolved: 210 rows, 1000 columns, 12000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.1406829e+12   8.670000e+00   0.000000e+00      0s
      23    1.2933489e+12   0.000000e+00   0.000000e+00      0s

Solved in 23 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.293348919e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 220 rows, 1000 columns and 12500 nonzeros
Model fingerprint: 0x96a50b44
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 10 rows and 0 columns
Presolve time: 0.00s
Presolved: 210 rows, 1000 columns, 12000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.5656565e+11   9.350000e+00   0.000000e+00      0s
      24    1.0665700e+12   0.000000e+00   0.000000e+00      0s

Solved in 24 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.066570024e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 124 rows, 200 columns and 2500 nonzeros
Model fingerprint: 0x056541fa
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [3e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 124 rows and 200 columns
Presolve time: 0.00s
Presolve: All rows and columns removed
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    5.6602495e+12   0.000000e+00   0.000000e+00      0s

Solved in 0 iterations and 0.00 seconds (0.00 work units)
Optimal objective  5.660249483e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 220 rows, 1000 columns and 12500 nonzeros
Model fingerprint: 0x66a742d9
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [5e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 10 rows and 0 columns
Presolve time: 0.00s
Presolved: 210 rows, 1000 columns, 12000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    7.7989459e+11   7.635000e+00   0.000000e+00      0s
      26    1.2039236e+12   0.000000e+00   0.000000e+00      0s

Solved in 26 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.203923580e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 220 rows, 1000 columns and 12500 nonzeros
Model fingerprint: 0x6c672ca2
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+08, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 10 rows and 0 columns
Presolve time: 0.00s
Presolved: 210 rows, 1000 columns, 12000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.0847641e+12   5.850000e+00   0.000000e+00      0s
      28    1.2213231e+12   0.000000e+00   0.000000e+00      0s

Solved in 28 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.221323142e+12
Gurobi Optimizer version 11.0.1 build v11.0.1rc0 (linux64 - "Ubuntu 20.04.6 LTS")

CPU model: Intel(R) Xeon(R) Gold 6326 CPU @ 2.90GHz, instruction set [SSE2|AVX|AVX2|AVX512]
Thread count: 32 physical cores, 64 logical processors, using up to 32 threads

Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
Optimize a model with 220 rows, 1000 columns and 12500 nonzeros
Model fingerprint: 0xd216cf9f
Coefficient statistics:
  Matrix range     [1e-02, 1e+00]
  Objective range  [2e+07, 2e+12]
  Bounds range     [1e+00, 1e+00]
  RHS range        [1e+00, 1e+00]
Warning: Model contains large objective coefficients
         Consider reformulating model or setting NumericFocus parameter
         to avoid numerical issues.
Presolve removed 10 rows and 0 columns
Presolve time: 0.00s
Presolved: 210 rows, 1000 columns, 12000 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7269555e+12   9.855000e+00   0.000000e+00      0s
      56    1.8357185e+12   0.000000e+00   0.000000e+00      0s

Solved in 56 iterations and 0.00 seconds (0.00 work units)
Optimal objective  1.835718546e+12
masc method
 the cost before round is  1066570023676.7228



