Using config_str = creditcard
my test [0.0]
delta =  0.0
open file successfully.
Data Points:
(380000, 38, 365427, 363267, 372261, 375423, 359527, 361201, 14008, 17000, 13070, 15000, 13000, 14000)
(80000, 46, 76184, 78306, 79835, 40499, 41346, 42348, 3345, 3344, 1447, 1497, 1686, 1509)
(50000, 38, 21534, 22283, 21638, 22651, 23275, 24902, 1400, 0, 1376, 1000, 2000, 0)
(120000, 32, 60316, 61763, 63154, 64524, 66345, 68104, 3000, 3000, 3000, 3000, 3000, 0)
(30000, 28, 0, 0, 1310, 816, 0, 0, 0, 1310, 816, 0, 0, 0)
(200000, 26, 22737, 12169, 14328, 16222, 9915, 11226, 3000, 6000, 3000, 2003, 3101, 530)
(10000, 28, 5757, 6805, 7662, 8034, 8256, 8957, 1300, 1128, 500, 500, 1000, 500)
(10000, 22, 10160, 9860, 9565, 9265, 11951, 12189, 0, 0, 0, 3000, 1000, 0)
(140000, 51, 4885, 649, -9, -9, 3177, -10, 650, 0, 0, 3186, 0, 0)
(80000, 34, 81882, 81814, 78353, 78814, 49062, 48764, 3650, 0, 3328, 1888, 1787, 1960)
(400000, 31, 185677, 189682, 194509, 199284, 203502, 195769, 7000, 8000, 8000, 7500, 9000, 5000)
(100000, 52, 55120, 56636, 58215, 16809, 24482, 21849, 2403, 2875, 1010, 10844, 1074, 580)
(220000, 33, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(90000, 50, 58979, 64004, 65298, 65233, 66717, 67562, 6000, 3000, 2300, 2500, 3000, 2500)
(200000, 40, 187431, 192558, 196537, 76167, 76810, 72039, 8124, 8339, 5004, 2961, 2579, 2761)
(60000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 251)
(350000, 36, 28489, 28934, 20558, 29866, 37587, 15307, 28950, 20565, 29880, 27697, 5330, 31990)
(150000, 36, 5253, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 30, 1855, 187, 6254, 16549, 6392, 1828, 0, 6270, 14085, 6396, 9, 6172)
(200000, 43, 202225, -4359, 190829, 96686, 100131, 102467, 1029, 200000, 10000, 5000, 4000, 4000)
(80000, 24, 56222, 52268, 29402, 20983, 21096, 22252, 2000, 1800, 1700, 759, 1500, 1100)
(30000, 25, 30274, 30517, 30485, 30533, 29148, 29782, 1932, 3900, 1700, 1200, 1180, 2500)
(170000, 45, 114625, 117364, 119552, 111404, 113635, 98411, 6305, 6000, 6000, 3854, 5000, 8000)
(200000, 60, 396, 396, 461, 396, 546, 396, 396, 461, 396, 546, 396, 396)
(40000, 43, 2400, 2400, 2400, 2400, 2400, 2400, 0, 0, 0, 0, 0, 0)
(150000, 23, 146480, 147880, 146958, 147218, 146817, 103651, 6380, 4570, 4500, 5000, 3300, 1300)
(90000, 39, 26493, 30034, 29268, 31776, 32456, 31800, 4000, 0, 3000, 1500, 0, 2600)
(80000, 27, 988, 12922, 12261, 2393, 407, 2888, 12961, 0, 2403, 407, 3176, 7336)
(110000, 23, 78793, 79182, 76460, 60136, 41872, 38158, 3400, 4000, 2951, 1600, 1540, 1400)
(210000, 36, 4879, 5373, 6811, 10161, 2922, 1461, 3000, 3000, 5000, 2922, 0, 1461)
(50000, 50, 48926, 45156, 27762, 19238, 15585, 15892, 2036, 1243, 3991, 712, 715, 582)
(50000, 23, 48424, 45300, -100, -100, -100, 650, 1500, 100, 0, 0, 750, 247)
(20000, 24, 3980, 5075, 5979, 6796, 6463, 2255, 1318, 1183, 1000, 0, 0, 2440)
(180000, 37, 102937, 104598, 85805, 87462, 89162, 91609, 5000, 4100, 4010, 4000, 4000, 4000)
(180000, 33, 4520, 1449, 1730, 2215, 1525, 1050, 1453, 1731, 2215, 1525, 1050, 1440)
(360000, 29, 1766, 4500, 14697, 10687, 1968, 1272, 4534, 14697, 0, 2141, 1272, 24078)
(200000, 30, 38398, 20693, 27932, 12585, 45031, 19836, 0, 15015, 0, 45031, 20000, 45010)
(360000, 35, 3771, 900, 0, 0, 0, 0, 900, 0, 0, 0, 0, 0)
(30000, 26, 27818, 27594, 29717, 28812, 28762, 10404, 3000, 2595, 1200, 1020, 10404, 51000)
(200000, 36, 190120, 194533, 194175, 189457, 187050, 187082, 9000, 9000, 8000, 10000, 8000, 7000)
(90000, 36, 86155, 92406, 90049, 86984, 67076, 66533, 8600, 0, 4100, 5000, 5000, 5000)
(140000, 30, 3043, 4168, 1420, 0, 49, 49, 1423, 2, 0, 49, 0, 0)
(310000, 30, -44, -44, 8915, -35, 7028, -116, 0, 8959, 0, 7063, 0, 23240)
(230000, 44, 54798, 11632, 4987, 6222, 15121, 17425, 11632, 4987, 6222, 15121, 17425, 17007)
(160000, 25, 8030, 8030, 8030, 19069, 15359, 10846, 8030, 8030, 19069, 5359, 377, 5877)
(240000, 42, 238107, 242159, 225695, 210199, 208307, 203779, 12067, 10009, 10000, 10000, 10000, 30296)
(210000, 31, 82940, 84583, 86357, 88149, 93654, 82166, 3024, 3134, 3228, 7000, 0, 3000)
(20000, 39, 14112, 11221, 10656, 7928, 580, 0, 3520, 0, 1000, 580, 0, 0)
(50000, 32, 42163, 38252, 27396, 23584, 17272, 17634, 1472, 1500, 1282, 618, 640, 644)
(100000, 41, 1941, 3255, 3056, 4998, 4769, 9691, 1500, 0, 2000, 0, 5000, 0)
(50000, 34, 10821, 11877, 13656, 14949, 16567, 16826, 1221, 2000, 1500, 2000, 2000, 4000)
(480000, 41, 44018, 74152, 107675, 110289, 100520, 37080, 35176, 45000, 12022, 14000, 14000, 10000)
(50000, 46, 35713, 15392, 16099, 16418, 16765, 17484, 1561, 1268, 587, 611, 1000, 2000)
(180000, 28, 78128, 81976, 83338, 90031, 93692, 96100, 5000, 4000, 8000, 5000, 4000, 5500)
(80000, 28, 47933, 39695, 42372, 41393, 42275, 43418, 2100, 3650, 0, 1700, 2000, 3000)
(200000, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(160000, 37, 16750, 9715, 5140, 5379, 3183, 5120, 1100, 1500, 1500, 1000, 2000, 4000)
(50000, 34, 44036, 35498, 33043, 25556, 24389, 25436, 4500, 4000, 3000, 2500, 4000, 2500)
(390000, 27, 375023, 376767, 359292, 348513, 272077, 225079, 13313, 13705, 15454, 144206, 9000, 10000)
(150000, 25, 114074, 116313, 118700, 115328, 121084, 123473, 5600, 5700, 0, 9200, 4500, 0)
(170000, 38, 153123, 151050, 148362, 142223, 126060, 123978, 7000, 6000, 5012, 5000, 5000, 5000)
(290000, 33, 413, 486, 820, 60, 1773, 3904, 486, 820, 60, 1773, 3904, 0)
(100000, 50, 36925, 38324, 39680, 41687, 43607, 43739, 2000, 2000, 2680, 2600, 1000, 5261)
(40000, 24, 25618, 26701, 30421, 29633, 31548, 30889, 1800, 4500, 0, 2400, 0, 3000)
(80000, 30, 2994, 16709, 29459, 30472, 36317, 21671, 16709, 29469, 5000, 10000, 2000, 3000)
(240000, 33, 8383, 3470, 2220, 2220, 3356, 2220, 3470, 2220, 2220, 3356, 2220, 3829)
(60000, 27, 5087, 7236, 8104, 7825, 8580, 8300, 2410, 1131, 0, 886, 0, 332)
(400000, 34, 10150, 5869, 5750, 132866, 21780, 41050, 5869, 5750, 132872, 21780, 20525, 74984)
(400000, 30, 12820, 15463, 50040, 22072, 6712, 5286, 5427, 37505, 10077, 233, 5312, 6991)
(360000, 32, 272112, 272444, 256974, 241226, 241673, 233157, 10130, 12649, 8916, 7725, 8900, 6956)
(50000, 26, 35429, 30626, 30241, 20284, 19166, 19567, 1537, 1947, 800, 1000, 718, 683)
(180000, 37, 491, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3738)
(60000, 48, 43533, 39252, 38051, 37988, 38725, 39685, 1700, 1700, 2000, 1500, 1600, 1000)
(70000, 25, 50224, 58639, 11512, 10586, 20389, 17369, 10000, 10000, 0, 10000, 0, 33000)
(120000, 42, 112237, 114467, 116900, 119228, 121805, 115463, 4097, 4278, 4308, 11540, 5685, 4390)
(30000, 25, 29745, 16309, 5235, 3122, 11446, 1914, 2500, 1517, 2000, 11446, 1914, 6699)
(240000, 47, 2500, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(30000, 34, 26774, 28014, 29248, 29254, 19837, 14793, 2000, 1694, 1200, 8697, 2000, 1000)
(200000, 29, 34391, 26945, 26349, 26925, 27841, 29368, 1507, 1427, 1003, 2000, 2000, 1060)
(110000, 26, 10183, 11971, 8164, 10895, 13503, 16227, 2000, 2000, 3000, 3000, 3000, 2000)
(320000, 43, 110032, 110045, 112393, 111541, 114934, 118228, 4028, 4000, 5000, 5000, 5000, 5000)
(150000, 27, 8404, 4493, 11848, 7435, 3685, 3545, 4493, 11848, 7435, 0, 3545, 5718)
(130000, 34, 0, 5396, 10270, 13576, 13864, 14636, 5396, 5000, 3500, 501, 1000, 2000)
(70000, 29, 33786, 34730, 35878, 36392, 36990, 37751, 1800, 2000, 1400, 1500, 1500, 1600)
(360000, 33, 10571, 11174, 10000, 10000, 18335, 18889, 11174, 10000, 10000, 18335, 18889, 19775)
(50000, 38, 33801, 27027, 24459, 23161, 22282, 20537, 1433, 1319, 773, 787, 757, 615)
(10000, 44, 10422, 9775, 10964, 11153, 10762, 10126, 0, 2500, 1000, 400, 0, 672)
(180000, 37, 62140, 65729, 68709, 70465, 72335, 74807, 5311, 4657, 3500, 3650, 3800, 3500)
(110000, 41, 120767, 133593, 125852, 118254, 120537, 112021, 24800, 4400, 4300, 4205, 4500, 4304)
(500000, 44, 380502, 295489, 206296, 354521, 358009, 394932, 10481, 12042, 160042, 46043, 53181, 15071)
(30000, 38, 17628, 20024, 20424, 20601, 19992, 19392, 3000, 1000, 786, 0, 0, 0)
(110000, 30, 60290, 61688, 63100, 70391, 68661, 77511, 3000, 3000, 9000, 0, 10000, 3000)
(120000, 29, 118303, 98232, 150952, 77639, 79966, 61248, 3358, 3400, 6000, 3200, 4000, 845)
(50000, 48, 12592, 12899, 7313, 8036, 3949, 26984, 2017, 2000, 1200, 100, 26984, 5000)
(70000, 47, 40862, 38910, 25151, 25433, 25544, 24573, 1421, 2524, 1584, 695, 686, 525)
(350000, 33, 82964, 68532, 17926, 17966, 30741, 31088, 68940, 18018, 18058, 30897, 31244, 88461)
(20000, 28, 780, 1180, 0, 410, 0, -2000, 1180, 0, 410, 1000, 2000, 2000)
(480000, 39, 106660, 400000, 66270, 80274, 82160, 110773, 302000, 66270, 15000, 3044, 30042, 34048)
(200000, 37, 4757, 6170, 7408, 8250, 9250, 9750, 1500, 1500, 1000, 1000, 500, 1500)
(30000, 28, 28347, 29880, 29588, 30687, 25637, 26468, 2000, 2000, 2200, 0, 1800, 0)

Executing Clustering Algorithm: Swap
    ......Leaf n=1 <0> sm=[   380000       38   365427   363267   372261   375423   359527   361201    14008    17000    13070    15000    13000    14000 ] ss=9.50392e+11
    .....Split cd=4 cv=2.063e+05 nd=2 sm=[  8.8e+05       82 7.459e+05 6.588e+05 5.786e+05 7.299e+05 7.175e+05 7.561e+05 2.449e+04 2.904e+04 1.731e+05 6.104e+04 6.618e+04 2.907e+04 ] ss=1.916e+12
    ......Leaf n=1 <89> sm=[    5e+05       44 3.805e+05 2.955e+05 2.063e+05 3.545e+05 3.58e+05 3.949e+05 1.048e+04 1.204e+04  1.6e+05 4.604e+04 5.318e+04 1.507e+04 ] ss=9.655e+11
    ....Split cd=5 cv=3.485e+05 nd=3 sm=[ 1.27e+06      109 1.121e+06 1.036e+06 9.378e+05 1.078e+06 9.896e+05 9.812e+05 3.78e+04 4.275e+04 1.886e+05 2.052e+05 7.518e+04 3.907e+04 ] ss=2.747e+12
    .....Leaf n=1 <58> sm=[  3.9e+05       27 3.75e+05 3.768e+05 3.593e+05 3.485e+05 2.721e+05 2.251e+05 1.331e+04 1.37e+04 1.545e+04 1.442e+05     9000    1e+04 ] ss=8.315e+11
    ...Split cd=2 cv=2.721e+05 nd=4 sm=[ 1.63e+06      141 1.393e+06 1.308e+06 1.195e+06 1.32e+06 1.231e+06 1.214e+06 4.793e+04 5.54e+04 1.975e+05 2.13e+05 8.408e+04 4.603e+04 ] ss=3.263e+12
    ....Leaf n=1 <69> sm=[  3.6e+05       32 2.721e+05 2.724e+05 2.57e+05 2.412e+05 2.417e+05 2.332e+05 1.013e+04 1.265e+04     8916     7725     8900     6956 ] ss=5.154e+11
    ..Split cd=7 cv=1.965e+05 nd=5 sm=[ 2.11e+06      180  1.5e+06 1.708e+06 1.261e+06  1.4e+06 1.313e+06 1.325e+06 3.499e+05 1.217e+05 2.125e+05 2.16e+05 1.141e+05 8.008e+04 ] ss=3.792e+12
    ...Leaf n=1 <97> sm=[  4.8e+05       39 1.067e+05    4e+05 6.627e+04 8.027e+04 8.216e+04 1.108e+05 3.02e+05 6.627e+04  1.5e+04     3044 3.004e+04 3.405e+04 ] ss=5.295e+11
    .Split cd=3 cv=1.978e+05 nd=17 sm=[ 6.49e+06      588 1.99e+06 2.218e+06 1.804e+06 2.045e+06 1.858e+06 1.793e+06 5.224e+05 2.95e+05 4.385e+05 3.524e+05 2.286e+05 3.696e+05 ] ss=5.862e+12
    ...Leaf n=1 <10> sm=[    4e+05       31 1.857e+05 1.897e+05 1.945e+05 1.993e+05 2.035e+05 1.958e+05     7000     8000     8000     7500     9000     5000 ] ss=3.881e+11
    ..Split cd=7 cv=1.958e+05 nd=12 sm=[ 4.38e+06      408 4.906e+05 5.097e+05 5.433e+05 6.446e+05 5.449e+05 4.678e+05 1.725e+05 1.733e+05 2.26e+05 1.364e+05 1.145e+05 2.895e+05 ] ss=2.07e+12
    ....Leaf n=1 <80> sm=[  3.2e+05       43  1.1e+05  1.1e+05 1.124e+05 1.115e+05 1.149e+05 1.182e+05     4028     4000     5000     5000     5000     5000 ] ss=1.79e+11
    ...Split cd=2 cv=1.1e+05 nd=11 sm=[ 3.98e+06      377 3.05e+05  3.2e+05 3.488e+05 4.453e+05 3.414e+05 2.72e+05 1.655e+05 1.653e+05 2.18e+05 1.289e+05 1.055e+05 2.845e+05 ] ss=1.682e+12
    .....Leaf n=1 <67> sm=[    4e+05       34 1.015e+04     5869     5750 1.329e+05 2.178e+04 4.105e+04     5869     5750 1.329e+05 2.178e+04 2.052e+04 7.498e+04 ] ss=2.042e+11
    ....Split cd=5 cv=1.329e+05 nd=10 sm=[ 3.66e+06      334 1.949e+05  2.1e+05 2.364e+05 3.338e+05 2.264e+05 1.538e+05 1.615e+05 1.613e+05 2.13e+05 1.239e+05 1.005e+05 2.795e+05 ] ss=1.503e+12
    ......Leaf n=1 <51> sm=[  4.8e+05       41 4.402e+04 7.415e+04 1.077e+05 1.103e+05 1.005e+05 3.708e+04 3.518e+04  4.5e+04 1.202e+04  1.4e+04  1.4e+04    1e+04 ] ss=2.77e+11
    .....Split cd=4 cv=1.077e+05 nd=9 sm=[ 3.26e+06      300 1.848e+05 2.041e+05 2.306e+05 2.009e+05 2.047e+05 1.127e+05 1.556e+05 1.556e+05 8.01e+04 1.021e+05 7.995e+04 2.045e+05 ] ss=1.299e+12
    .......Leaf n=1 <16> sm=[  3.5e+05       36 2.849e+04 2.893e+04 2.056e+04 2.987e+04 3.759e+04 1.531e+04 2.895e+04 2.056e+04 2.988e+04 2.77e+04     5330 3.199e+04 ] ss=1.311e+11
    ......Split cd=6 cv=3.759e+04 nd=8 sm=[ 2.78e+06      259 1.408e+05 1.299e+05 1.23e+05 9.062e+04 1.041e+05 7.563e+04 1.204e+05 1.106e+05 6.808e+04 8.814e+04 6.595e+04 1.945e+05 ] ss=1.022e+12
    ........Leaf n=1 <95> sm=[  3.5e+05       33 8.296e+04 6.853e+04 1.793e+04 1.797e+04 3.074e+04 3.109e+04 6.894e+04 1.802e+04 1.806e+04 3.09e+04 3.124e+04 8.846e+04 ] ss=1.518e+11
    .......Split cd=8 cv=6.894e+04 nd=7 sm=[ 2.43e+06      223 1.123e+05 1.01e+05 1.024e+05 6.075e+04 6.656e+04 6.032e+04 9.146e+04    9e+04 3.82e+04 6.044e+04 6.062e+04 1.625e+05 ] ss=8.905e+11
    .........Leaf n=1 <68> sm=[    4e+05       30 1.282e+04 1.546e+04 5.004e+04 2.207e+04     6712     5286     5427 3.75e+04 1.008e+04      233     5312     6991 ] ss=1.651e+11
    ........Split cd=0 cv=3.775e+05 nd=6 sm=[ 2.08e+06      190 2.93e+04 3.248e+04 8.447e+04 4.278e+04 3.582e+04 2.924e+04 2.252e+04 7.198e+04 2.014e+04 2.954e+04 2.938e+04 7.408e+04 ] ss=7.387e+11
    ..........Leaf n=1 <84> sm=[  3.6e+05       33 1.057e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.978e+04 ] ss=1.321e+11
    .........Split cd=3 cv=1.117e+04 nd=5 sm=[ 1.68e+06      160 1.648e+04 1.702e+04 3.443e+04 2.071e+04 2.91e+04 2.395e+04 1.709e+04 3.448e+04 1.006e+04 2.931e+04 2.406e+04 6.709e+04 ] ss=5.736e+11
    ...........Leaf n=1 <35> sm=[  3.6e+05       29     1766     4500 1.47e+04 1.069e+04     1968     1272     4534 1.47e+04        0     2141     1272 2.408e+04 ] ss=1.308e+11
    ..........Split cd=9 cv=1.47e+04 nd=4 sm=[ 1.32e+06      127     5906     5842 2.443e+04 1.071e+04 1.077e+04     5060     5920 2.448e+04       60 1.098e+04     5176 4.732e+04 ] ss=4.414e+11
    ............Leaf n=1 <61> sm=[  2.9e+05       33      413      486      820       60     1773     3904      486      820       60     1773     3904        0 ] ss=8.414e+10
    ...........Split cd=7 cv=  3904 nd=3 sm=[  9.6e+05       98     4140     1342     9735       25     8801     3788     1386     9779       60     8836     3904 2.324e+04 ] ss=3.107e+11
    .............Leaf n=1 <42> sm=[  3.1e+05       30      -44      -44     8915      -35     7028     -116        0     8959        0     7063        0 2.324e+04 ] ss=9.69e+10
    ............Split cd=10 cv=     0 nd=2 sm=[  6.7e+05       65     3727      856     8915      -35     7028     -116      900     8959        0     7063        0 2.324e+04 ] ss=2.265e+11
    .............Leaf n=1 <37> sm=[  3.6e+05       35     3771      900        0        0        0        0      900        0        0        0        0        0 ] ss=1.296e+11
    Split cd=0 cv=2.55e+05 nd=100 sm=[ 1.58e+07     3474 5.721e+06 5.649e+06 5.31e+06 5.111e+06 4.887e+06 4.674e+06 8.118e+05 7.558e+05 6.672e+05 6.325e+05  4.6e+05 7.163e+05 ] ss=9.277e+12
    ..Leaf n=1 <45> sm=[  2.4e+05       42 2.381e+05 2.422e+05 2.257e+05 2.102e+05 2.083e+05 2.038e+05 1.207e+04 1.001e+04    1e+04    1e+04    1e+04 3.03e+04 ] ss=3.544e+11
    .Split cd=3 cv=1.978e+05 nd=83 sm=[ 9.31e+06     2886 3.73e+06 3.431e+06 3.506e+06 3.067e+06 3.028e+06 2.881e+06 2.894e+05 4.608e+05 2.287e+05 2.801e+05 2.314e+05 3.467e+05 ] ss=3.414e+12
    ...Leaf n=1 <39> sm=[    2e+05       36 1.901e+05 1.945e+05 1.942e+05 1.895e+05 1.87e+05 1.871e+05     9000     9000     8000    1e+04     8000     7000 ] ss=2.58e+11
    ..Split cd=7 cv=1.871e+05 nd=82 sm=[ 9.07e+06     2844 3.492e+06 3.189e+06 3.28e+06 2.856e+06 2.82e+06 2.677e+06 2.773e+05 4.508e+05 2.187e+05 2.701e+05 2.214e+05 3.164e+05 ] ss=3.06e+12
    ....Leaf n=1 <19> sm=[    2e+05       43 2.022e+05    -4359 1.908e+05 9.669e+04 1.001e+05 1.025e+05     1029    2e+05    1e+04     5000     4000     4000 ] ss=1.874e+11
    ...Split cd=2 cv=1.902e+05 nd=81 sm=[ 8.87e+06     2808 3.302e+06 2.994e+06 3.086e+06 2.667e+06 2.633e+06 2.49e+06 2.683e+05 4.418e+05 2.107e+05 2.601e+05 2.134e+05 3.094e+05 ] ss=2.802e+12
    .....Leaf n=1 <25> sm=[  1.5e+05       23 1.465e+05 1.479e+05 1.47e+05 1.472e+05 1.468e+05 1.037e+05     6380     4570     4500     5000     3300     1300 ] ss=1.415e+11
    ....Split cd=5 cv=1.472e+05 nd=80 sm=[ 8.67e+06     2765  3.1e+06 2.999e+06 2.895e+06 2.57e+06 2.533e+06 2.387e+06 2.673e+05 2.418e+05 2.007e+05 2.551e+05 2.094e+05 3.054e+05 ] ss=2.615e+12
    ......Leaf n=1 <14> sm=[    2e+05       40 1.874e+05 1.926e+05 1.965e+05 7.617e+04 7.681e+04 7.204e+04     8124     8339     5004     2961     2579     2761 ] ss=1.679e+11
    .....Split cd=4 cv=1.861e+05 nd=79 sm=[ 8.52e+06     2742 2.953e+06 2.851e+06 2.748e+06 2.423e+06 2.386e+06 2.284e+06 2.609e+05 2.372e+05 1.962e+05 2.501e+05 2.061e+05 3.041e+05 ] ss=2.473e+12
    .......Leaf n=1 <60> sm=[  1.7e+05       38 1.531e+05 1.51e+05 1.484e+05 1.422e+05 1.261e+05 1.24e+05     7000     6000     5012     5000     5000     5000 ] ss=1.488e+11
    ......Split cd=6 cv=1.261e+05 nd=78 sm=[ 8.32e+06     2702 2.766e+06 2.658e+06 2.552e+06 2.347e+06 2.309e+06 2.212e+06 2.528e+05 2.289e+05 1.912e+05 2.471e+05 2.035e+05 3.013e+05 ] ss=2.305e+12
    ........Leaf n=1 <88> sm=[  1.1e+05       41 1.208e+05 1.336e+05 1.259e+05 1.183e+05 1.205e+05 1.12e+05 2.48e+04     4400     4300     4205     4500     4304 ] ss=1.021e+11
    .......Split cd=8 cv=2.48e+04 nd=77 sm=[ 8.15e+06     2664 2.613e+06 2.507e+06 2.403e+06 2.205e+06 2.183e+06 2.088e+06 2.458e+05 2.229e+05 1.862e+05 2.421e+05 1.985e+05 2.963e+05 ] ss=2.156e+12
    ...........Leaf n=1 <22> sm=[  1.7e+05       45 1.146e+05 1.174e+05 1.196e+05 1.114e+05 1.136e+05 9.841e+04     6305     6000     6000     3854     5000     8000 ] ss=1.053e+11
    ..........Split cd=9 cv=  6000 nd=3 sm=[    5e+05      107 3.316e+05 3.383e+05 3.241e+05 3.142e+05 3.239e+05 3.135e+05 1.69e+04 1.58e+04 1.001e+04 1.705e+04 1.35e+04  1.2e+04 ] ss=2.972e+11
    ............Leaf n=1 <59> sm=[  1.5e+05       25 1.141e+05 1.163e+05 1.187e+05 1.153e+05 1.211e+05 1.235e+05     5600     5700        0     9200     4500        0 ] ss=1.065e+11
    ...........Split cd=2 cv=1.029e+05 nd=2 sm=[  3.3e+05       62 2.17e+05 2.209e+05 2.045e+05 2.028e+05 2.102e+05 2.151e+05 1.06e+04     9800     4010 1.32e+04     8500     4000 ] ss=1.919e+11
    ............Leaf n=1 <33> sm=[  1.8e+05       37 1.029e+05 1.046e+05 8.58e+04 8.746e+04 8.916e+04 9.161e+04     5000     4100     4010     4000     4000     4000 ] ss=8.54e+10
    .........Split cd=3 cv=9.673e+04 nd=26 sm=[  4.9e+06      920 7.793e+05 6.861e+05 6.874e+05 6.965e+05 7.309e+05 6.807e+05 7.189e+04 9.158e+04 8.788e+04 1.222e+05 7.392e+04 1.217e+05 ] ss=1.305e+12
    ...........Leaf n=1 <36> sm=[    2e+05       30 3.84e+04 2.069e+04 2.793e+04 1.258e+04 4.503e+04 1.984e+04        0 1.502e+04        0 4.503e+04    2e+04 4.501e+04 ] ss=4.994e+10
    ..........Split cd=9 cv=1.502e+04 nd=23 sm=[  4.4e+06      813 4.477e+05 3.478e+05 3.633e+05 3.823e+05 4.07e+05 3.672e+05 5.499e+04 7.578e+04 7.787e+04 1.051e+05 6.042e+04 1.097e+05 ] ss=1.008e+12
    ............Leaf n=1 <46> sm=[  2.1e+05       31 8.294e+04 8.458e+04 8.636e+04 8.815e+04 9.365e+04 8.217e+04     3024     3134     3228     7000        0     3000 ] ss=8.897e+10
    ...........Split cd=2 cv=8.294e+04 nd=22 sm=[  4.2e+06      783 4.093e+05 3.271e+05 3.354e+05 3.697e+05 3.62e+05 3.473e+05 5.499e+04 6.077e+04 7.787e+04 6.011e+04 4.042e+04 6.473e+04 ] ss=9.577e+11
    .............Leaf n=1 <53> sm=[  1.8e+05       28 7.813e+04 8.198e+04 8.334e+04 9.003e+04 9.369e+04 9.61e+04     5000     4000     8000     5000     4000     5500 ] ss=7.846e+10
    ............Split cd=7 cv=9.254e+04 nd=21 sm=[ 3.99e+06      752 3.263e+05 2.426e+05 2.49e+05 2.815e+05 2.683e+05 2.652e+05 5.196e+04 5.763e+04 7.464e+04 5.311e+04 4.042e+04 6.173e+04 ] ss=8.687e+11
    ..............Leaf n=1 <87> sm=[  1.8e+05       37 6.214e+04 6.573e+04 6.871e+04 7.046e+04 7.234e+04 7.481e+04     5311     4657     3500     3650     3800     3500 ] ss=6.12e+10
    .............Split cd=4 cv=6.871e+04 nd=20 sm=[ 3.81e+06      724 2.482e+05 1.606e+05 1.657e+05 1.915e+05 1.747e+05 1.691e+05 4.696e+04 5.363e+04 6.664e+04 4.811e+04 3.642e+04 5.623e+04 ] ss=7.902e+11
    ...............Leaf n=1 <44> sm=[  1.6e+05       25     8030     8030     8030 1.907e+04 1.536e+04 1.085e+04     8030     8030 1.907e+04     5359      377     5877 ] ss=2.707e+10
    ..............Split cd=10 cv=1.907e+04 nd=19 sm=[ 3.63e+06      687 1.861e+05 9.485e+04 9.698e+04 1.21e+05 1.023e+05 9.427e+04 4.165e+04 4.898e+04 6.314e+04 4.446e+04 3.262e+04 5.273e+04 ] ss=7.29e+11
    ................Leaf n=1 <78> sm=[    2e+05       29 3.439e+04 2.694e+04 2.635e+04 2.692e+04 2.784e+04 2.937e+04     1507     1427     1003     2000     2000     1060 ] ss=4.498e+10
    ...............Split cd=5 cv=2.692e+04 nd=18 sm=[ 3.47e+06      662 1.78e+05 8.682e+04 8.895e+04 1.02e+05 8.696e+04 8.343e+04 3.362e+04 4.095e+04 4.408e+04 3.91e+04 3.225e+04 4.685e+04 ] ss=7.02e+11
    .................Leaf n=1 <43> sm=[  2.3e+05       44 5.48e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.701e+04 ] ss=5.765e+10
    ................Split cd=11 cv=1.512e+04 nd=17 sm=[ 3.27e+06      633 1.437e+05 5.987e+04 6.26e+04 7.504e+04 5.912e+04 5.406e+04 3.212e+04 3.952e+04 4.307e+04 3.71e+04 3.025e+04 4.579e+04 ] ss=6.57e+11
    ..................Leaf n=1 <5> sm=[    2e+05       26 2.274e+04 1.217e+04 1.433e+04 1.622e+04     9915 1.123e+04     3000     6000     3000     2003     3101      530 ] ss=4.143e+10
    .................Split cd=6 cv=  9915 nd=16 sm=[ 3.04e+06      589 8.885e+04 4.824e+04 5.761e+04 6.882e+04  4.4e+04 3.664e+04 2.048e+04 3.453e+04 3.685e+04 2.198e+04 1.282e+04 2.878e+04 ] ss=5.993e+11
    ....................Leaf n=1 <98> sm=[    2e+05       37     4757     6170     7408     8250     9250     9750     1500     1500     1000     1000      500     1500 ] ss=4.037e+10
    ...................Split cd=3 cv=  6170 nd=8 sm=[ 1.74e+06      312 2.277e+04 1.56e+04 2.315e+04 3.758e+04 2.247e+04 1.566e+04     8366 1.345e+04 2.27e+04 1.422e+04     3125 1.336e+04 ] ss=3.821e+11
    .....................Leaf n=1 <65> sm=[  2.4e+05       33     8383     3470     2220     2220     3356     2220     3470     2220     2220     3356     2220     3829 ] ss=5.776e+10
    ....................Split cd=7 cv=  2220 nd=7 sm=[ 1.54e+06      275 1.801e+04     9426 1.575e+04 2.933e+04 1.322e+04     5905     6866 1.195e+04 2.17e+04 1.322e+04     2625 1.186e+04 ] ss=3.417e+11
    ......................Leaf n=1 <18> sm=[  2.3e+05       30     1855      187     6254 1.655e+04     6392     1828        0     6270 1.408e+04     6396        9     6172 ] ss=5.358e+10
    .....................Split cd=13 cv=  6172 nd=6 sm=[  1.3e+06      242     9630     5956 1.353e+04 2.711e+04     9860     3685     3396     9731 1.948e+04     9864      405     8029 ] ss=2.84e+11
    .......................Leaf n=1 <29> sm=[  2.1e+05       36     4879     5373     6811 1.016e+04     2922     1461     3000     3000     5000     2922        0     1461 ] ss=4.437e+10
    ......................Split cd=2 cv=  4879 nd=5 sm=[ 1.07e+06      212     7775     5769     7272 1.056e+04     3468     1857     3396     3461     5396     3468      396     1857 ] ss=2.304e+11
    ........................Leaf n=1 <23> sm=[    2e+05       60      396      396      461      396      546      396      396      461      396      546      396      396 ] ss=4e+10
    .......................Split cd=4 cv=   461 nd=4 sm=[  8.6e+05      176     2896      396      461      396      546      396      396      461      396      546      396      396 ] ss=1.86e+11
    .........................Leaf n=1 <76> sm=[  2.4e+05       47     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.761e+10
    ........................Split cd=0 cv=2.244e+05 nd=3 sm=[  6.6e+05      116     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=1.46e+11
    ..........................Leaf n=1 <12> sm=[  2.2e+05       33        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4.84e+10
    .........................Split cd=12 cv=     0 nd=2 sm=[  4.2e+05       69        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=8.84e+10
    ..........................Leaf n=1 <55> sm=[    2e+05       36        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+10
    ..................Split cd=0 cv=1.938e+05 nd=15 sm=[ 2.84e+06      563 6.612e+04 3.607e+04 4.328e+04 5.26e+04 3.408e+04 2.541e+04 1.748e+04 2.853e+04 3.385e+04 1.998e+04     9720 2.825e+04 ] ss=5.579e+11
    ....................Leaf n=1 <56> sm=[  1.6e+05       37 1.675e+04     9715     5140     5379     3183     5120     1100     1500     1500     1000     2000     4000 ] ss=2.609e+10
    ...................Split cd=3 cv=  9715 nd=7 sm=[  1.1e+06      251 4.335e+04 2.047e+04 2.013e+04 1.502e+04 1.162e+04     9754     9119 1.508e+04 1.115e+04     5760     6595 1.49e+04 ] ss=1.758e+11
    .....................Leaf n=1 <81> sm=[  1.5e+05       27     8404     4493 1.185e+04     7435     3685     3545     4493 1.185e+04     7435        0     3545     5718 ] ss=2.307e+10
    ....................Split cd=7 cv=  3545 nd=6 sm=[  9.4e+05      214 2.66e+04 1.076e+04 1.499e+04     9641     8436     4634     8019 1.358e+04     9650     4760     4595 1.09e+04 ] ss=1.497e+11
    ......................Leaf n=1 <71> sm=[  1.8e+05       37      491        0        0        0        0        0        0        0        0        0        0     3738 ] ss=3.241e+10
    .....................Split cd=13 cv=  3738 nd=5 sm=[  7.9e+05      187 1.819e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     5178 ] ss=1.267e+11
    .......................Leaf n=1 <17> sm=[  1.5e+05       36     5253        0        0        0        0        0        0        0        0        0        0        0 ] ss=2.253e+10
    ......................Split cd=2 cv=  5253 nd=4 sm=[  6.1e+05      150 1.77e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=9.425e+10
    ........................Leaf n=1 <34> sm=[  1.8e+05       33     4520     1449     1730     2215     1525     1050     1453     1731     2215     1525     1050     1440 ] ss=3.245e+10
    .......................Split cd=4 cv=  1730 nd=3 sm=[  4.6e+05      114 1.245e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=7.173e+10
    .........................Leaf n=1 <8> sm=[  1.4e+05       51     4885      649       -9       -9     3177      -10      650        0        0     3186        0        0 ] ss=1.964e+10
    ........................Split cd=0 cv=1.4e+05 nd=2 sm=[  2.8e+05       81     7928     4817     1411       -9     3226       39     2073        2        0     3235        0        0 ] ss=3.928e+10
    .........................Leaf n=1 <41> sm=[  1.4e+05       30     3043     4168     1420        0       49       49     1423        2        0       49        0        0 ] ss=1.963e+10
    ........Split cd=0 cv=1.325e+05 nd=76 sm=[ 8.04e+06     2623 2.492e+06 2.374e+06 2.277e+06 2.086e+06 2.063e+06 1.976e+06 2.21e+05 2.185e+05 1.819e+05 2.379e+05 1.94e+05 2.92e+05 ] ss=2.054e+12
    ...........Leaf n=1 <74> sm=[  1.2e+05       42 1.122e+05 1.145e+05 1.169e+05 1.192e+05 1.218e+05 1.155e+05     4097     4278     4308 1.154e+04     5685     4390 ] ss=9.639e+10
    ..........Split cd=9 cv=  4278 nd=2 sm=[  2.4e+05       71 2.305e+05 2.127e+05 2.679e+05 1.969e+05 2.018e+05 1.767e+05     7455     7678 1.031e+04 1.474e+04     9685     5235 ] ss=1.735e+11
    ...........Leaf n=1 <92> sm=[  1.2e+05       29 1.183e+05 9.823e+04 1.51e+05 7.764e+04 7.997e+04 6.125e+04     3358     3400     6000     3200     4000      845 ] ss=7.709e+10
    .........Split cd=3 cv=9.673e+04 nd=50 sm=[ 3.14e+06     1703 1.713e+06 1.688e+06 1.59e+06 1.39e+06 1.332e+06 1.295e+06 1.491e+05 1.269e+05 9.403e+04 1.157e+05 1.201e+05 1.703e+05 ] ss=7.494e+11
    ...........Leaf n=1 <64> sm=[    8e+04       30     2994 1.671e+04 2.946e+04 3.047e+04 3.632e+04 2.167e+04 1.671e+04 2.947e+04     5000    1e+04     2000     3000 ] ss=1.156e+10
    ..........Split cd=9 cv=2.947e+04 nd=48 sm=[  2.9e+06     1632 1.482e+06 1.475e+06 1.322e+06 1.193e+06 1.13e+06 1.118e+06 1.416e+05 1.192e+05 8.372e+04 1.009e+05 1.104e+05 1.65e+05 ] ss=5.759e+11
    ............Leaf n=1 <40> sm=[    9e+04       36 8.616e+04 9.241e+04 9.005e+04 8.698e+04 6.708e+04 6.653e+04     8600        0     4100     5000     5000     5000 ] ss=4.883e+10
    ...........Split cd=2 cv=8.616e+04 nd=47 sm=[ 2.82e+06     1602 1.479e+06 1.458e+06 1.293e+06 1.163e+06 1.094e+06 1.097e+06 1.249e+05 8.973e+04 7.872e+04 9.095e+04 1.084e+05 1.62e+05 ] ss=5.643e+11
    .............Leaf n=1 <91> sm=[  1.1e+05       30 6.029e+04 6.169e+04 6.31e+04 7.039e+04 6.866e+04 7.751e+04     3000     3000     9000        0    1e+04     3000 ] ss=3.941e+10
    ............Split cd=7 cv=7.751e+04 nd=46 sm=[ 2.73e+06     1566 1.393e+06 1.366e+06 1.203e+06 1.076e+06 1.027e+06 1.03e+06 1.163e+05 8.973e+04 7.462e+04 8.595e+04 1.034e+05 1.57e+05 ] ss=5.155e+11
    ..............Leaf n=1 <1> sm=[    8e+04       46 7.618e+04 7.831e+04 7.984e+04 4.05e+04 4.135e+04 4.235e+04     3345     3344     1447     1497     1686     1509 ] ss=2.988e+10
    .............Split cd=4 cv=7.984e+04 nd=45 sm=[ 2.62e+06     1536 1.333e+06 1.304e+06 1.14e+06 1.005e+06 9.58e+05 9.526e+05 1.133e+05 8.673e+04 6.562e+04 8.595e+04 9.341e+04 1.54e+05 ] ss=4.761e+11
    ...............Leaf n=1 <30> sm=[    5e+04       50 4.893e+04 4.516e+04 2.776e+04 1.924e+04 1.558e+04 1.589e+04     2036     1243     3991      712      715      582 ] ss=8.592e+09
    ..............Split cd=10 cv=  3991 nd=44 sm=[ 2.54e+06     1490 1.257e+06 1.226e+06 1.06e+06 9.647e+05 9.166e+05 9.102e+05  1.1e+05 8.338e+04 6.418e+04 8.445e+04 9.172e+04 1.525e+05 ] ss=4.462e+11
    ................Leaf n=1 <9> sm=[    8e+04       34 8.188e+04 8.181e+04 7.835e+04 7.881e+04 4.906e+04 4.876e+04     3650        0     3328     1888     1787     1960 ] ss=3.697e+10
    ...............Split cd=5 cv=7.356e+04 nd=43 sm=[ 2.49e+06     1440 1.208e+06 1.181e+06 1.032e+06 9.454e+05 9.01e+05 8.944e+05 1.079e+05 8.214e+04 6.019e+04 8.374e+04 9.101e+04 1.519e+05 ] ss=4.376e+11
    .................Leaf n=1 <75> sm=[    3e+04       25 2.974e+04 1.631e+04     5235     3122 1.145e+04     1914     2500     1517     2000 1.145e+04     1914     6699 ] ss=2.415e+09
    ................Split cd=11 cv=1.145e+04 nd=42 sm=[ 2.41e+06     1406 1.126e+06 1.099e+06 9.537e+05 8.666e+05 8.52e+05 8.456e+05 1.043e+05 8.214e+04 5.686e+04 8.185e+04 8.922e+04  1.5e+05 ] ss=4.006e+11
    ...................Leaf n=1 <3> sm=[  1.2e+05       32 6.032e+04 6.176e+04 6.315e+04 6.452e+04 6.634e+04 6.81e+04     3000     3000     3000     3000     3000        0 ] ss=3.909e+10
    ..................Split cd=0 cv= 9e+04 nd=2 sm=[  2.1e+05       82 1.193e+05 1.258e+05 1.285e+05 1.298e+05 1.331e+05 1.357e+05     9000     6000     5300     5500     6000     2500 ] ss=7.237e+10
    ...................Leaf n=1 <13> sm=[    9e+04       50 5.898e+04  6.4e+04 6.53e+04 6.523e+04 6.672e+04 6.756e+04     6000     3000     2300     2500     3000     2500 ] ss=3.328e+10
    .................Split cd=6 cv=6.298e+04 nd=41 sm=[ 2.38e+06     1381 1.096e+06 1.082e+06 9.485e+05 8.635e+05 8.405e+05 8.437e+05 1.018e+05 8.062e+04 5.486e+04 7.04e+04 8.731e+04 1.433e+05 ] ss=3.982e+11
    .....................Leaf n=1 <28> sm=[  1.1e+05       23 7.879e+04 7.918e+04 7.646e+04 6.014e+04 4.187e+04 3.816e+04     3400     4000     2951     1600     1540     1400 ] ss=3.729e+10
    ....................Split cd=13 cv=  1400 nd=3 sm=[  2.9e+05       99 1.901e+05 1.881e+05 1.641e+05 9.793e+04 8.745e+04 8.226e+04     7803     8675     5661 1.32e+04     4114     3080 ] ss=7.297e+10
    ......................Leaf n=1 <20> sm=[    8e+04       24 5.622e+04 5.227e+04 2.94e+04 2.098e+04 2.11e+04 2.225e+04     2000     1800     1700      759     1500     1100 ] ss=1.455e+10
    .....................Split cd=2 cv=5.512e+04 nd=2 sm=[  1.8e+05       76 1.113e+05 1.089e+05 8.762e+04 3.779e+04 4.558e+04 4.41e+04     4403     4675     2710 1.16e+04     2574     1680 ] ss=3.568e+10
    ......................Leaf n=1 <11> sm=[    1e+05       52 5.512e+04 5.664e+04 5.822e+04 1.681e+04 2.448e+04 2.185e+04     2403     2875     1010 1.084e+04     1074      580 ] ss=2.113e+10
    ...................Split cd=3 cv=4.619e+04 nd=10 sm=[  9.8e+05      344 3.146e+05 3.297e+05 3.091e+05 2.446e+05 2.383e+05 2.447e+05 3.776e+04 2.132e+04 2.224e+04 2.291e+04 1.929e+04 2.528e+04 ] ss=1.72e+11
    .....................Leaf n=1 <27> sm=[    8e+04       27      988 1.292e+04 1.226e+04     2393      407     2888 1.296e+04        0     2403      407     3176     7336 ] ss=6.97e+09
    ....................Split cd=13 cv=  7336 nd=7 sm=[  6.9e+05      245 1.245e+05 1.416e+05 1.451e+05 1.467e+05 1.509e+05 1.624e+05 2.996e+04 1.265e+04 1.658e+04     9708 1.518e+04 2.22e+04 ] ss=9.905e+10
    ......................Leaf n=1 <54> sm=[    8e+04       28 4.793e+04 3.97e+04 4.237e+04 4.139e+04 4.228e+04 4.342e+04     2100     3650        0     1700     2000     3000 ] ss=1.749e+10
    .....................Split cd=2 cv=4.306e+04 nd=6 sm=[  6.1e+05      218 1.235e+05 1.287e+05 1.328e+05 1.443e+05 1.505e+05 1.595e+05  1.7e+04 1.265e+04 1.418e+04     9301  1.2e+04 1.486e+04 ] ss=9.208e+10
    .......................Leaf n=1 <62> sm=[    1e+05       50 3.692e+04 3.832e+04 3.968e+04 4.169e+04 4.361e+04 4.374e+04     2000     2000     2680     2600     1000     5261 ] ss=2.001e+10
    ......................Split cd=4 cv=3.968e+04 nd=5 sm=[  5.3e+05      190 7.554e+04 8.898e+04 9.044e+04 1.029e+05 1.082e+05 1.161e+05 1.49e+04     9000 1.418e+04     7601    1e+04 1.186e+04 ] ss=7.459e+10
    ........................Leaf n=1 <26> sm=[    9e+04       39 2.649e+04 3.003e+04 2.927e+04 3.178e+04 3.246e+04 3.18e+04     4000        0     3000     1500        0     2600 ] ss=1.367e+10
    .......................Split cd=7 cv=3.18e+04 nd=4 sm=[  4.3e+05      140 3.862e+04 5.066e+04 5.076e+04 6.124e+04 6.459e+04 7.235e+04 1.29e+04     7000 1.15e+04     5001     9000     6600 ] ss=5.458e+10
    .........................Leaf n=1 <82> sm=[  1.3e+05       34        0     5396 1.027e+04 1.358e+04 1.386e+04 1.464e+04     5396     5000     3500      501     1000     2000 ] ss=1.77e+10
    ........................Split cd=5 cv=1.358e+04 nd=3 sm=[  3.4e+05      101 1.212e+04 2.062e+04 2.149e+04 2.947e+04 3.214e+04 4.055e+04     8896     7000     8500     3501     9000     4000 ] ss=4.091e+10
    ..........................Leaf n=1 <79> sm=[  1.1e+05       26 1.018e+04 1.197e+04     8164 1.09e+04 1.35e+04 1.623e+04     2000     2000     3000     3000     3000     2000 ] ss=1.302e+10
    .........................Split cd=6 cv=1.35e+04 nd=2 sm=[  2.1e+05       67 1.212e+04 1.523e+04 1.122e+04 1.589e+04 1.827e+04 2.592e+04     3500     2000     5000     3000     8000     2000 ] ss=2.321e+10
    ..........................Leaf n=1 <49> sm=[    1e+05       41     1941     3255     3056     4998     4769     9691     1500        0     2000        0     5000        0 ] ss=1.02e+10
    ..................Split cd=0 cv=7.125e+04 nd=39 sm=[ 2.17e+06     1299 9.767e+05 9.566e+05  8.2e+05 7.337e+05 7.075e+05 7.08e+05 9.278e+04 7.462e+04 4.956e+04 6.49e+04 8.131e+04 1.408e+05 ] ss=3.258e+11
    ....................Leaf n=1 <73> sm=[    7e+04       25 5.022e+04 5.864e+04 1.151e+04 1.059e+04 2.039e+04 1.737e+04    1e+04    1e+04        0    1e+04        0  3.3e+04 ] ss=1.321e+10
    ...................Split cd=3 cv=4.619e+04 nd=29 sm=[ 1.19e+06      955 6.621e+05 6.27e+05 5.109e+05 4.891e+05 4.691e+05 4.634e+05 5.502e+04 5.33e+04 2.731e+04 4.199e+04 6.202e+04 1.155e+05 ] ss=1.538e+11
    .....................Leaf n=1 <38> sm=[    3e+04       26 2.782e+04 2.759e+04 2.972e+04 2.881e+04 2.876e+04 1.04e+04     3000     2595     1200     1020 1.04e+04  5.1e+04 ] ss=7.811e+09
    ....................Split cd=13 cv=4.423e+04 nd=28 sm=[ 1.12e+06      930 6.119e+05 5.683e+05 4.993e+05 4.785e+05 4.487e+05 4.46e+05 4.502e+04 4.33e+04 2.731e+04 3.199e+04 6.202e+04 8.251e+04 ] ss=1.406e+11
    .......................Leaf n=1 <72> sm=[    6e+04       48 4.353e+04 3.925e+04 3.805e+04 3.799e+04 3.872e+04 3.968e+04     1700     1700     2000     1500     1600     1000 ] ss=1.302e+10
    ......................Split cd=4 cv=3.805e+04 nd=3 sm=[  1.6e+05      105 1.36e+05  1.2e+05 7.099e+04 6.344e+04 6.301e+04 6.577e+04     7700     5800     5000     4000     6350     3747 ] ss=2.868e+10
    ........................Leaf n=1 <57> sm=[    5e+04       34 4.404e+04 3.55e+04 3.304e+04 2.556e+04 2.439e+04 2.544e+04     4500     4000     3000     2500     4000     2500 ] ss=8.76e+09
    .......................Split cd=7 cv=2.544e+04 nd=2 sm=[    1e+05       57 9.246e+04 8.08e+04 3.294e+04 2.546e+04 2.429e+04 2.609e+04     6000     4100     3000     2500     4750     2747 ] ss=1.566e+10
    ........................Leaf n=1 <31> sm=[    5e+04       23 4.842e+04 4.53e+04     -100     -100     -100      650     1500      100        0        0      750      247 ] ss=6.9e+09
    .....................Split cd=2 cv=4.306e+04 nd=27 sm=[ 1.09e+06      904 5.84e+05 5.407e+05 4.696e+05 4.497e+05  4.2e+05 4.356e+05 4.202e+04 4.07e+04 2.611e+04 3.097e+04 5.162e+04 3.151e+04 ] ss=1.328e+11
    .......................Leaf n=1 <83> sm=[    7e+04       29 3.379e+04 3.473e+04 3.588e+04 3.639e+04 3.699e+04 3.775e+04     1800     2000     1400     1500     1500     1600 ] ss=1.267e+10
    ......................Split cd=4 cv=3.588e+04 nd=24 sm=[  9.3e+05      799 4.48e+05 4.207e+05 3.986e+05 3.862e+05 3.57e+05 3.698e+05 3.432e+04 3.49e+04 2.111e+04 2.697e+04 4.526e+04 2.776e+04 ] ss=1.041e+11
    ........................Leaf n=1 <63> sm=[    4e+04       24 2.562e+04 2.67e+04 3.042e+04 2.963e+04 3.155e+04 3.089e+04     1800     4500        0     2400        0     3000 ] ss=6.76e+09
    .......................Split cd=7 cv=3.089e+04 nd=23 sm=[  8.6e+05      770 4.143e+05 3.86e+05 3.628e+05 3.499e+05  3.2e+05 3.321e+05 3.252e+04 3.29e+04 1.971e+04 2.547e+04 4.376e+04 2.616e+04 ] ss=9.146e+10
    .........................Leaf n=1 <99> sm=[    3e+04       28 2.835e+04 2.988e+04 2.959e+04 3.069e+04 2.564e+04 2.647e+04     2000     2000     2200        0     1800        0 ] ss=5.787e+09
    ........................Split cd=5 cv=3.069e+04 nd=22 sm=[  8.2e+05      746 3.886e+05 3.593e+05 3.323e+05 3.202e+05 2.884e+05 3.012e+05 3.072e+04 2.84e+04 1.971e+04 2.307e+04 4.376e+04 2.316e+04 ] ss=8.47e+10
    ..........................Leaf n=1 <21> sm=[    3e+04       25 3.027e+04 3.052e+04 3.048e+04 3.053e+04 2.915e+04 2.978e+04     1932     3900     1700     1200     1180     2500 ] ss=6.377e+09
    .........................Split cd=6 cv=2.915e+04 nd=21 sm=[  7.9e+05      718 3.603e+05 3.294e+05 3.028e+05 2.895e+05 2.628e+05 2.747e+05 2.872e+04 2.64e+04 1.751e+04 2.307e+04 4.196e+04 2.316e+04 ] ss=7.891e+10
    ............................Leaf n=1 <93> sm=[    5e+04       48 1.259e+04 1.29e+04     7313     8036     3949 2.698e+04     2017     2000     1200      100 2.698e+04     5000 ] ss=4.449e+09
    ...........................Split cd=12 cv=2.659e+04 nd=10 sm=[  5.4e+05      365 2.38e+05 2.045e+05 1.741e+05 1.623e+05 1.534e+05 1.768e+05 1.447e+04 1.369e+04     9102     7697 3.478e+04 1.405e+04 ] ss=5.802e+10
    ..............................Leaf n=1 <70> sm=[    5e+04       26 3.543e+04 3.063e+04 3.024e+04 2.028e+04 1.917e+04 1.957e+04     1537     1947      800     1000      718      683 ] ss=6.778e+09
    .............................Split cd=13 cv=   683 nd=5 sm=[  2.7e+05      181 1.738e+05 1.571e+05 1.289e+05 1.151e+05 1.075e+05 1.072e+05     7263     7290     5815     4100     4801     2467 ] ss=3.712e+10
    .................................Leaf n=1 <94> sm=[    7e+04       47 4.086e+04 3.891e+04 2.515e+04 2.543e+04 2.554e+04 2.457e+04     1421     2524     1584      695      686      525 ] ss=1.063e+10
    ................................Split cd=7 cv=1.763e+04 nd=2 sm=[  1.2e+05       79 8.302e+04 7.716e+04 5.255e+04 4.902e+04 4.282e+04 4.221e+04     2893     4024     2866     1313     1326     1169 ] ss=1.83e+10
    .................................Leaf n=1 <48> sm=[    5e+04       32 4.216e+04 3.825e+04 2.74e+04 2.358e+04 1.727e+04 1.763e+04     1472     1500     1282      618      640      644 ] ss=7.664e+09
    ...............................Split cd=4 cv=2.446e+04 nd=3 sm=[  1.7e+05      117 1.168e+05 1.042e+05 7.701e+04 7.218e+04 6.51e+04 6.274e+04     4326     5343     3639     2100     2083     1784 ] ss=2.473e+10
    ................................Leaf n=1 <85> sm=[    5e+04       38 3.38e+04 2.703e+04 2.446e+04 2.316e+04 2.228e+04 2.054e+04     1433     1319      773      787      757      615 ] ss=6.432e+09
    ..............................Split cd=2 cv=2.153e+04 nd=4 sm=[  2.2e+05      155 1.384e+05 1.265e+05 9.864e+04 9.483e+04 8.837e+04 8.765e+04     5726     5343     5015     3100     4083     1784 ] ss=3.034e+10
    ...............................Leaf n=1 <2> sm=[    5e+04       38 2.153e+04 2.228e+04 2.164e+04 2.265e+04 2.328e+04 2.49e+04     1400        0     1376     1000     2000        0 ] ss=5.612e+09
    ............................Split cd=3 cv=2.091e+04 nd=9 sm=[  4.9e+05      317 2.254e+05 1.916e+05 1.667e+05 1.543e+05 1.495e+05 1.498e+05 1.246e+04 1.169e+04     7902     7597     7801     9050 ] ss=5.357e+10
    ..............................Leaf n=1 <50> sm=[    5e+04       34 1.082e+04 1.188e+04 1.366e+04 1.495e+04 1.657e+04 1.683e+04     1221     2000     1500     2000     2000     4000 ] ss=3.757e+09
    .............................Split cd=13 cv=  4000 nd=4 sm=[  2.2e+05      136 5.162e+04 3.45e+04 3.786e+04 3.919e+04 4.191e+04 4.261e+04     5192     4399     2087     3497     3000     6583 ] ss=1.645e+10
    ...............................Leaf n=1 <52> sm=[    5e+04       46 3.571e+04 1.539e+04 1.61e+04 1.642e+04 1.676e+04 1.748e+04     1561     1268      587      611     1000     2000 ] ss=5.138e+09
    ..............................Split cd=2 cv=2.151e+04 nd=3 sm=[  1.7e+05      102 4.08e+04 2.263e+04 2.42e+04 2.424e+04 2.534e+04 2.578e+04     3971     2399      587     1497     1000     2583 ] ss=1.269e+10
    ................................Leaf n=1 <66> sm=[    6e+04       27     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      332 ] ss=3.956e+09
    ...............................Split cd=4 cv=  8104 nd=2 sm=[  1.2e+05       56     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      583 ] ss=7.556e+09
    ................................Leaf n=1 <15> sm=[    6e+04       29        0        0        0        0        0        0        0        0        0        0        0      251 ] ss=3.6e+09
    ..........................Split cd=0 cv=4.062e+04 nd=20 sm=[  7.6e+05      693  3.3e+05 2.989e+05 2.723e+05 2.59e+05 2.336e+05 2.449e+05 2.679e+04 2.25e+04 1.581e+04 2.187e+04 4.078e+04 2.066e+04 ] ss=7.253e+10
    ............................Leaf n=1 <77> sm=[    3e+04       34 2.677e+04 2.801e+04 2.925e+04 2.925e+04 1.984e+04 1.479e+04     2000     1694     1200     8697     2000     1000 ] ss=4.814e+09
    ...........................Split cd=12 cv=  2000 nd=10 sm=[  2.2e+05      328 9.201e+04 9.435e+04 9.821e+04 9.666e+04 8.024e+04 6.811e+04 1.232e+04     8815     6712 1.418e+04     6000     6612 ] ss=1.452e+10
    .............................Leaf n=1 <90> sm=[    3e+04       38 1.763e+04 2.002e+04 2.042e+04 2.06e+04 1.999e+04 1.939e+04     3000     1000      786        0        0        0 ] ss=3.24e+09
    ............................Split cd=3 cv=2.002e+04 nd=9 sm=[  1.9e+05      294 6.524e+04 6.634e+04 6.896e+04 6.74e+04 6.04e+04 5.332e+04 1.032e+04     7121     5512     5480     4000     5612 ] ss=9.702e+09
    ..............................Leaf n=1 <32> sm=[    2e+04       24     3980     5075     5979     6796     6463     2255     1318     1183     1000        0        0     2440 ] ss=5.805e+08
    .............................Split cd=13 cv=  2440 nd=8 sm=[  1.6e+05      256 4.761e+04 4.632e+04 4.854e+04 4.68e+04 4.041e+04 3.393e+04     7318     6121     4726     5480     4000     5612 ] ss=6.462e+09
    ...............................Leaf n=1 <47> sm=[    2e+04       39 1.411e+04 1.122e+04 1.066e+04     7928      580        0     3520        0     1000      580        0        0 ] ss=9.155e+08
    ..............................Split cd=2 cv=1.411e+04 nd=7 sm=[  1.4e+05      232 4.363e+04 4.124e+04 4.256e+04 4.001e+04 3.395e+04 3.167e+04     6000     4938     3726     5480     4000     3172 ] ss=5.882e+09
    ................................Leaf n=1 <86> sm=[    1e+04       44 1.042e+04     9775 1.096e+04 1.115e+04 1.076e+04 1.013e+04        0     2500     1000      400        0      672 ] ss=7.75e+08
    ...............................Split cd=4 cv=1.096e+04 nd=6 sm=[  1.2e+05      193 2.952e+04 3.002e+04 3.19e+04 3.208e+04 3.337e+04 3.167e+04     2480     4938     2726     4900     4000     3172 ] ss=4.966e+09
    .................................Leaf n=1 <7> sm=[    1e+04       22 1.016e+04     9860     9565     9265 1.195e+04 1.219e+04        0        0        0     3000     1000        0 ] ss=7.792e+08
    ................................Split cd=7 cv=1.219e+04 nd=5 sm=[  1.1e+05      149 1.91e+04 2.024e+04 2.094e+04 2.092e+04 2.261e+04 2.155e+04     2480     2438     1726     4500     4000     2500 ] ss=4.191e+09
    ..................................Leaf n=1 <6> sm=[    1e+04       28     5757     6805     7662     8034     8256     8957     1300     1128      500      500     1000      500 ] ss=4.558e+08
    .................................Split cd=5 cv=  8034 nd=4 sm=[    1e+05      127     8937 1.038e+04 1.137e+04 1.166e+04 1.066e+04     9357     2480     2438     1726     1500     3000     2500 ] ss=3.412e+09
    ....................................Leaf n=1 <4> sm=[    3e+04       28        0        0     1310      816        0        0        0     1310      816        0        0        0 ] ss=9.048e+08
    ...................................Split cd=9 cv=  1310 nd=2 sm=[    7e+04       71     2400     2400     3710     3216     2400     2400        0     1310      816        0        0        0 ] ss=2.539e+09
    ....................................Leaf n=1 <24> sm=[    4e+04       43     2400     2400     2400     2400     2400     2400        0        0        0        0        0        0 ] ss=1.635e+09
    ..................................Split cd=0 cv=2.531e+04 nd=3 sm=[    9e+04       99     3180     3580     3710     3626     2400      400     1180     1310     1226     1000     2000     2000 ] ss=2.956e+09
    ...................................Leaf n=1 <96> sm=[    2e+04       28      780     1180        0      410        0    -2000     1180        0      410     1000     2000     2000 ] ss=4.167e+08
================
times =  1




 out method
the size of clean data is  (1000, 14)
the number of colors is 8
 the size of T is  398
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
open file successfully.
Data Points:
(380000, 38, 365427, 363267, 372261, 375423, 359527, 361201, 14008, 17000, 13070, 15000, 13000, 14000)
(80000, 46, 76184, 78306, 79835, 40499, 41346, 42348, 3345, 3344, 1447, 1497, 1686, 1509)
(50000, 38, 21534, 22283, 21638, 22651, 23275, 24902, 1400, 0, 1376, 1000, 2000, 0)
(120000, 32, 60316, 61763, 63154, 64524, 66345, 68104, 3000, 3000, 3000, 3000, 3000, 0)
(30000, 28, 0, 0, 1310, 816, 0, 0, 0, 1310, 816, 0, 0, 0)
(200000, 26, 22737, 12169, 14328, 16222, 9915, 11226, 3000, 6000, 3000, 2003, 3101, 530)
(10000, 28, 5757, 6805, 7662, 8034, 8256, 8957, 1300, 1128, 500, 500, 1000, 500)
(10000, 22, 10160, 9860, 9565, 9265, 11951, 12189, 0, 0, 0, 3000, 1000, 0)
(140000, 51, 4885, 649, -9, -9, 3177, -10, 650, 0, 0, 3186, 0, 0)
(80000, 34, 81882, 81814, 78353, 78814, 49062, 48764, 3650, 0, 3328, 1888, 1787, 1960)
(400000, 31, 185677, 189682, 194509, 199284, 203502, 195769, 7000, 8000, 8000, 7500, 9000, 5000)
(100000, 52, 55120, 56636, 58215, 16809, 24482, 21849, 2403, 2875, 1010, 10844, 1074, 580)
(220000, 33, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(90000, 50, 58979, 64004, 65298, 65233, 66717, 67562, 6000, 3000, 2300, 2500, 3000, 2500)
(200000, 40, 187431, 192558, 196537, 76167, 76810, 72039, 8124, 8339, 5004, 2961, 2579, 2761)
(60000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 251)
(350000, 36, 28489, 28934, 20558, 29866, 37587, 15307, 28950, 20565, 29880, 27697, 5330, 31990)
(150000, 36, 5253, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 30, 1855, 187, 6254, 16549, 6392, 1828, 0, 6270, 14085, 6396, 9, 6172)
(200000, 43, 202225, -4359, 190829, 96686, 100131, 102467, 1029, 200000, 10000, 5000, 4000, 4000)
(80000, 24, 56222, 52268, 29402, 20983, 21096, 22252, 2000, 1800, 1700, 759, 1500, 1100)
(30000, 25, 30274, 30517, 30485, 30533, 29148, 29782, 1932, 3900, 1700, 1200, 1180, 2500)
(170000, 45, 114625, 117364, 119552, 111404, 113635, 98411, 6305, 6000, 6000, 3854, 5000, 8000)
(200000, 60, 396, 396, 461, 396, 546, 396, 396, 461, 396, 546, 396, 396)
(40000, 43, 2400, 2400, 2400, 2400, 2400, 2400, 0, 0, 0, 0, 0, 0)
(150000, 23, 146480, 147880, 146958, 147218, 146817, 103651, 6380, 4570, 4500, 5000, 3300, 1300)
(90000, 39, 26493, 30034, 29268, 31776, 32456, 31800, 4000, 0, 3000, 1500, 0, 2600)
(80000, 27, 988, 12922, 12261, 2393, 407, 2888, 12961, 0, 2403, 407, 3176, 7336)
(110000, 23, 78793, 79182, 76460, 60136, 41872, 38158, 3400, 4000, 2951, 1600, 1540, 1400)
(210000, 36, 4879, 5373, 6811, 10161, 2922, 1461, 3000, 3000, 5000, 2922, 0, 1461)
(50000, 50, 48926, 45156, 27762, 19238, 15585, 15892, 2036, 1243, 3991, 712, 715, 582)
(50000, 23, 48424, 45300, -100, -100, -100, 650, 1500, 100, 0, 0, 750, 247)
(20000, 24, 3980, 5075, 5979, 6796, 6463, 2255, 1318, 1183, 1000, 0, 0, 2440)
(180000, 37, 102937, 104598, 85805, 87462, 89162, 91609, 5000, 4100, 4010, 4000, 4000, 4000)
(180000, 33, 4520, 1449, 1730, 2215, 1525, 1050, 1453, 1731, 2215, 1525, 1050, 1440)
(360000, 29, 1766, 4500, 14697, 10687, 1968, 1272, 4534, 14697, 0, 2141, 1272, 24078)
(200000, 30, 38398, 20693, 27932, 12585, 45031, 19836, 0, 15015, 0, 45031, 20000, 45010)
(360000, 35, 3771, 900, 0, 0, 0, 0, 900, 0, 0, 0, 0, 0)
(30000, 26, 27818, 27594, 29717, 28812, 28762, 10404, 3000, 2595, 1200, 1020, 10404, 51000)
(200000, 36, 190120, 194533, 194175, 189457, 187050, 187082, 9000, 9000, 8000, 10000, 8000, 7000)
(90000, 36, 86155, 92406, 90049, 86984, 67076, 66533, 8600, 0, 4100, 5000, 5000, 5000)
(140000, 30, 3043, 4168, 1420, 0, 49, 49, 1423, 2, 0, 49, 0, 0)
(310000, 30, -44, -44, 8915, -35, 7028, -116, 0, 8959, 0, 7063, 0, 23240)
(230000, 44, 54798, 11632, 4987, 6222, 15121, 17425, 11632, 4987, 6222, 15121, 17425, 17007)
(160000, 25, 8030, 8030, 8030, 19069, 15359, 10846, 8030, 8030, 19069, 5359, 377, 5877)
(240000, 42, 238107, 242159, 225695, 210199, 208307, 203779, 12067, 10009, 10000, 10000, 10000, 30296)
(210000, 31, 82940, 84583, 86357, 88149, 93654, 82166, 3024, 3134, 3228, 7000, 0, 3000)
(20000, 39, 14112, 11221, 10656, 7928, 580, 0, 3520, 0, 1000, 580, 0, 0)
(50000, 32, 42163, 38252, 27396, 23584, 17272, 17634, 1472, 1500, 1282, 618, 640, 644)
(100000, 41, 1941, 3255, 3056, 4998, 4769, 9691, 1500, 0, 2000, 0, 5000, 0)
(50000, 34, 10821, 11877, 13656, 14949, 16567, 16826, 1221, 2000, 1500, 2000, 2000, 4000)
(480000, 41, 44018, 74152, 107675, 110289, 100520, 37080, 35176, 45000, 12022, 14000, 14000, 10000)
(50000, 46, 35713, 15392, 16099, 16418, 16765, 17484, 1561, 1268, 587, 611, 1000, 2000)
(180000, 28, 78128, 81976, 83338, 90031, 93692, 96100, 5000, 4000, 8000, 5000, 4000, 5500)
(80000, 28, 47933, 39695, 42372, 41393, 42275, 43418, 2100, 3650, 0, 1700, 2000, 3000)
(200000, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(160000, 37, 16750, 9715, 5140, 5379, 3183, 5120, 1100, 1500, 1500, 1000, 2000, 4000)
(50000, 34, 44036, 35498, 33043, 25556, 24389, 25436, 4500, 4000, 3000, 2500, 4000, 2500)
(390000, 27, 375023, 376767, 359292, 348513, 272077, 225079, 13313, 13705, 15454, 144206, 9000, 10000)
(150000, 25, 114074, 116313, 118700, 115328, 121084, 123473, 5600, 5700, 0, 9200, 4500, 0)
(170000, 38, 153123, 151050, 148362, 142223, 126060, 123978, 7000, 6000, 5012, 5000, 5000, 5000)
(290000, 33, 413, 486, 820, 60, 1773, 3904, 486, 820, 60, 1773, 3904, 0)
(100000, 50, 36925, 38324, 39680, 41687, 43607, 43739, 2000, 2000, 2680, 2600, 1000, 5261)
(40000, 24, 25618, 26701, 30421, 29633, 31548, 30889, 1800, 4500, 0, 2400, 0, 3000)
(80000, 30, 2994, 16709, 29459, 30472, 36317, 21671, 16709, 29469, 5000, 10000, 2000, 3000)
(240000, 33, 8383, 3470, 2220, 2220, 3356, 2220, 3470, 2220, 2220, 3356, 2220, 3829)
(60000, 27, 5087, 7236, 8104, 7825, 8580, 8300, 2410, 1131, 0, 886, 0, 332)
(400000, 34, 10150, 5869, 5750, 132866, 21780, 41050, 5869, 5750, 132872, 21780, 20525, 74984)
(400000, 30, 12820, 15463, 50040, 22072, 6712, 5286, 5427, 37505, 10077, 233, 5312, 6991)
(360000, 32, 272112, 272444, 256974, 241226, 241673, 233157, 10130, 12649, 8916, 7725, 8900, 6956)
(50000, 26, 35429, 30626, 30241, 20284, 19166, 19567, 1537, 1947, 800, 1000, 718, 683)
(180000, 37, 491, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3738)
(60000, 48, 43533, 39252, 38051, 37988, 38725, 39685, 1700, 1700, 2000, 1500, 1600, 1000)
(70000, 25, 50224, 58639, 11512, 10586, 20389, 17369, 10000, 10000, 0, 10000, 0, 33000)
(120000, 42, 112237, 114467, 116900, 119228, 121805, 115463, 4097, 4278, 4308, 11540, 5685, 4390)
(30000, 25, 29745, 16309, 5235, 3122, 11446, 1914, 2500, 1517, 2000, 11446, 1914, 6699)
(240000, 47, 2500, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(30000, 34, 26774, 28014, 29248, 29254, 19837, 14793, 2000, 1694, 1200, 8697, 2000, 1000)
(200000, 29, 34391, 26945, 26349, 26925, 27841, 29368, 1507, 1427, 1003, 2000, 2000, 1060)
(110000, 26, 10183, 11971, 8164, 10895, 13503, 16227, 2000, 2000, 3000, 3000, 3000, 2000)
(320000, 43, 110032, 110045, 112393, 111541, 114934, 118228, 4028, 4000, 5000, 5000, 5000, 5000)
(150000, 27, 8404, 4493, 11848, 7435, 3685, 3545, 4493, 11848, 7435, 0, 3545, 5718)
(130000, 34, 0, 5396, 10270, 13576, 13864, 14636, 5396, 5000, 3500, 501, 1000, 2000)
(70000, 29, 33786, 34730, 35878, 36392, 36990, 37751, 1800, 2000, 1400, 1500, 1500, 1600)
(360000, 33, 10571, 11174, 10000, 10000, 18335, 18889, 11174, 10000, 10000, 18335, 18889, 19775)
(50000, 38, 33801, 27027, 24459, 23161, 22282, 20537, 1433, 1319, 773, 787, 757, 615)
(10000, 44, 10422, 9775, 10964, 11153, 10762, 10126, 0, 2500, 1000, 400, 0, 672)
(180000, 37, 62140, 65729, 68709, 70465, 72335, 74807, 5311, 4657, 3500, 3650, 3800, 3500)
(110000, 41, 120767, 133593, 125852, 118254, 120537, 112021, 24800, 4400, 4300, 4205, 4500, 4304)
(500000, 44, 380502, 295489, 206296, 354521, 358009, 394932, 10481, 12042, 160042, 46043, 53181, 15071)
(30000, 38, 17628, 20024, 20424, 20601, 19992, 19392, 3000, 1000, 786, 0, 0, 0)
(110000, 30, 60290, 61688, 63100, 70391, 68661, 77511, 3000, 3000, 9000, 0, 10000, 3000)
(120000, 29, 118303, 98232, 150952, 77639, 79966, 61248, 3358, 3400, 6000, 3200, 4000, 845)
(50000, 48, 12592, 12899, 7313, 8036, 3949, 26984, 2017, 2000, 1200, 100, 26984, 5000)
(70000, 47, 40862, 38910, 25151, 25433, 25544, 24573, 1421, 2524, 1584, 695, 686, 525)
(350000, 33, 82964, 68532, 17926, 17966, 30741, 31088, 68940, 18018, 18058, 30897, 31244, 88461)
(20000, 28, 780, 1180, 0, 410, 0, -2000, 1180, 0, 410, 1000, 2000, 2000)
(480000, 39, 106660, 400000, 66270, 80274, 82160, 110773, 302000, 66270, 15000, 3044, 30042, 34048)
(200000, 37, 4757, 6170, 7408, 8250, 9250, 9750, 1500, 1500, 1000, 1000, 500, 1500)
(30000, 28, 28347, 29880, 29588, 30687, 25637, 26468, 2000, 2000, 2200, 0, 1800, 0)

Executing Clustering Algorithm: Swap
    ......Leaf n=1 <0> sm=[   380000       38   365427   363267   372261   375423   359527   361201    14008    17000    13070    15000    13000    14000 ] ss=9.50392e+11
    .....Split cd=4 cv=2.063e+05 nd=2 sm=[  8.8e+05       82 7.459e+05 6.588e+05 5.786e+05 7.299e+05 7.175e+05 7.561e+05 2.449e+04 2.904e+04 1.731e+05 6.104e+04 6.618e+04 2.907e+04 ] ss=1.916e+12
    ......Leaf n=1 <89> sm=[    5e+05       44 3.805e+05 2.955e+05 2.063e+05 3.545e+05 3.58e+05 3.949e+05 1.048e+04 1.204e+04  1.6e+05 4.604e+04 5.318e+04 1.507e+04 ] ss=9.655e+11
    ....Split cd=5 cv=3.485e+05 nd=3 sm=[ 1.27e+06      109 1.121e+06 1.036e+06 9.378e+05 1.078e+06 9.896e+05 9.812e+05 3.78e+04 4.275e+04 1.886e+05 2.052e+05 7.518e+04 3.907e+04 ] ss=2.747e+12
    .....Leaf n=1 <58> sm=[  3.9e+05       27 3.75e+05 3.768e+05 3.593e+05 3.485e+05 2.721e+05 2.251e+05 1.331e+04 1.37e+04 1.545e+04 1.442e+05     9000    1e+04 ] ss=8.315e+11
    ...Split cd=2 cv=2.721e+05 nd=4 sm=[ 1.63e+06      141 1.393e+06 1.308e+06 1.195e+06 1.32e+06 1.231e+06 1.214e+06 4.793e+04 5.54e+04 1.975e+05 2.13e+05 8.408e+04 4.603e+04 ] ss=3.263e+12
    ....Leaf n=1 <69> sm=[  3.6e+05       32 2.721e+05 2.724e+05 2.57e+05 2.412e+05 2.417e+05 2.332e+05 1.013e+04 1.265e+04     8916     7725     8900     6956 ] ss=5.154e+11
    ..Split cd=7 cv=1.965e+05 nd=5 sm=[ 2.11e+06      180  1.5e+06 1.708e+06 1.261e+06  1.4e+06 1.313e+06 1.325e+06 3.499e+05 1.217e+05 2.125e+05 2.16e+05 1.141e+05 8.008e+04 ] ss=3.792e+12
    ...Leaf n=1 <97> sm=[  4.8e+05       39 1.067e+05    4e+05 6.627e+04 8.027e+04 8.216e+04 1.108e+05 3.02e+05 6.627e+04  1.5e+04     3044 3.004e+04 3.405e+04 ] ss=5.295e+11
    .Split cd=3 cv=1.978e+05 nd=17 sm=[ 6.49e+06      588 1.99e+06 2.218e+06 1.804e+06 2.045e+06 1.858e+06 1.793e+06 5.224e+05 2.95e+05 4.385e+05 3.524e+05 2.286e+05 3.696e+05 ] ss=5.862e+12
    ...Leaf n=1 <10> sm=[    4e+05       31 1.857e+05 1.897e+05 1.945e+05 1.993e+05 2.035e+05 1.958e+05     7000     8000     8000     7500     9000     5000 ] ss=3.881e+11
    ..Split cd=7 cv=1.958e+05 nd=12 sm=[ 4.38e+06      408 4.906e+05 5.097e+05 5.433e+05 6.446e+05 5.449e+05 4.678e+05 1.725e+05 1.733e+05 2.26e+05 1.364e+05 1.145e+05 2.895e+05 ] ss=2.07e+12
    ....Leaf n=1 <80> sm=[  3.2e+05       43  1.1e+05  1.1e+05 1.124e+05 1.115e+05 1.149e+05 1.182e+05     4028     4000     5000     5000     5000     5000 ] ss=1.79e+11
    ...Split cd=2 cv=1.1e+05 nd=11 sm=[ 3.98e+06      377 3.05e+05  3.2e+05 3.488e+05 4.453e+05 3.414e+05 2.72e+05 1.655e+05 1.653e+05 2.18e+05 1.289e+05 1.055e+05 2.845e+05 ] ss=1.682e+12
    .....Leaf n=1 <67> sm=[    4e+05       34 1.015e+04     5869     5750 1.329e+05 2.178e+04 4.105e+04     5869     5750 1.329e+05 2.178e+04 2.052e+04 7.498e+04 ] ss=2.042e+11
    ....Split cd=5 cv=1.329e+05 nd=10 sm=[ 3.66e+06      334 1.949e+05  2.1e+05 2.364e+05 3.338e+05 2.264e+05 1.538e+05 1.615e+05 1.613e+05 2.13e+05 1.239e+05 1.005e+05 2.795e+05 ] ss=1.503e+12
    ......Leaf n=1 <51> sm=[  4.8e+05       41 4.402e+04 7.415e+04 1.077e+05 1.103e+05 1.005e+05 3.708e+04 3.518e+04  4.5e+04 1.202e+04  1.4e+04  1.4e+04    1e+04 ] ss=2.77e+11
    .....Split cd=4 cv=1.077e+05 nd=9 sm=[ 3.26e+06      300 1.848e+05 2.041e+05 2.306e+05 2.009e+05 2.047e+05 1.127e+05 1.556e+05 1.556e+05 8.01e+04 1.021e+05 7.995e+04 2.045e+05 ] ss=1.299e+12
    .......Leaf n=1 <16> sm=[  3.5e+05       36 2.849e+04 2.893e+04 2.056e+04 2.987e+04 3.759e+04 1.531e+04 2.895e+04 2.056e+04 2.988e+04 2.77e+04     5330 3.199e+04 ] ss=1.311e+11
    ......Split cd=6 cv=3.759e+04 nd=8 sm=[ 2.78e+06      259 1.408e+05 1.299e+05 1.23e+05 9.062e+04 1.041e+05 7.563e+04 1.204e+05 1.106e+05 6.808e+04 8.814e+04 6.595e+04 1.945e+05 ] ss=1.022e+12
    ........Leaf n=1 <95> sm=[  3.5e+05       33 8.296e+04 6.853e+04 1.793e+04 1.797e+04 3.074e+04 3.109e+04 6.894e+04 1.802e+04 1.806e+04 3.09e+04 3.124e+04 8.846e+04 ] ss=1.518e+11
    .......Split cd=8 cv=6.894e+04 nd=7 sm=[ 2.43e+06      223 1.123e+05 1.01e+05 1.024e+05 6.075e+04 6.656e+04 6.032e+04 9.146e+04    9e+04 3.82e+04 6.044e+04 6.062e+04 1.625e+05 ] ss=8.905e+11
    .........Leaf n=1 <68> sm=[    4e+05       30 1.282e+04 1.546e+04 5.004e+04 2.207e+04     6712     5286     5427 3.75e+04 1.008e+04      233     5312     6991 ] ss=1.651e+11
    ........Split cd=0 cv=3.775e+05 nd=6 sm=[ 2.08e+06      190 2.93e+04 3.248e+04 8.447e+04 4.278e+04 3.582e+04 2.924e+04 2.252e+04 7.198e+04 2.014e+04 2.954e+04 2.938e+04 7.408e+04 ] ss=7.387e+11
    ..........Leaf n=1 <84> sm=[  3.6e+05       33 1.057e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.978e+04 ] ss=1.321e+11
    .........Split cd=3 cv=1.117e+04 nd=5 sm=[ 1.68e+06      160 1.648e+04 1.702e+04 3.443e+04 2.071e+04 2.91e+04 2.395e+04 1.709e+04 3.448e+04 1.006e+04 2.931e+04 2.406e+04 6.709e+04 ] ss=5.736e+11
    ...........Leaf n=1 <35> sm=[  3.6e+05       29     1766     4500 1.47e+04 1.069e+04     1968     1272     4534 1.47e+04        0     2141     1272 2.408e+04 ] ss=1.308e+11
    ..........Split cd=9 cv=1.47e+04 nd=4 sm=[ 1.32e+06      127     5906     5842 2.443e+04 1.071e+04 1.077e+04     5060     5920 2.448e+04       60 1.098e+04     5176 4.732e+04 ] ss=4.414e+11
    ............Leaf n=1 <61> sm=[  2.9e+05       33      413      486      820       60     1773     3904      486      820       60     1773     3904        0 ] ss=8.414e+10
    ...........Split cd=7 cv=  3904 nd=3 sm=[  9.6e+05       98     4140     1342     9735       25     8801     3788     1386     9779       60     8836     3904 2.324e+04 ] ss=3.107e+11
    .............Leaf n=1 <42> sm=[  3.1e+05       30      -44      -44     8915      -35     7028     -116        0     8959        0     7063        0 2.324e+04 ] ss=9.69e+10
    ............Split cd=10 cv=     0 nd=2 sm=[  6.7e+05       65     3727      856     8915      -35     7028     -116      900     8959        0     7063        0 2.324e+04 ] ss=2.265e+11
    .............Leaf n=1 <37> sm=[  3.6e+05       35     3771      900        0        0        0        0      900        0        0        0        0        0 ] ss=1.296e+11
    Split cd=0 cv=2.55e+05 nd=100 sm=[ 1.58e+07     3474 5.721e+06 5.649e+06 5.31e+06 5.111e+06 4.887e+06 4.674e+06 8.118e+05 7.558e+05 6.672e+05 6.325e+05  4.6e+05 7.163e+05 ] ss=9.277e+12
    ..Leaf n=1 <45> sm=[  2.4e+05       42 2.381e+05 2.422e+05 2.257e+05 2.102e+05 2.083e+05 2.038e+05 1.207e+04 1.001e+04    1e+04    1e+04    1e+04 3.03e+04 ] ss=3.544e+11
    .Split cd=3 cv=1.978e+05 nd=83 sm=[ 9.31e+06     2886 3.73e+06 3.431e+06 3.506e+06 3.067e+06 3.028e+06 2.881e+06 2.894e+05 4.608e+05 2.287e+05 2.801e+05 2.314e+05 3.467e+05 ] ss=3.414e+12
    ...Leaf n=1 <39> sm=[    2e+05       36 1.901e+05 1.945e+05 1.942e+05 1.895e+05 1.87e+05 1.871e+05     9000     9000     8000    1e+04     8000     7000 ] ss=2.58e+11
    ..Split cd=7 cv=1.871e+05 nd=82 sm=[ 9.07e+06     2844 3.492e+06 3.189e+06 3.28e+06 2.856e+06 2.82e+06 2.677e+06 2.773e+05 4.508e+05 2.187e+05 2.701e+05 2.214e+05 3.164e+05 ] ss=3.06e+12
    ....Leaf n=1 <19> sm=[    2e+05       43 2.022e+05    -4359 1.908e+05 9.669e+04 1.001e+05 1.025e+05     1029    2e+05    1e+04     5000     4000     4000 ] ss=1.874e+11
    ...Split cd=2 cv=1.902e+05 nd=81 sm=[ 8.87e+06     2808 3.302e+06 2.994e+06 3.086e+06 2.667e+06 2.633e+06 2.49e+06 2.683e+05 4.418e+05 2.107e+05 2.601e+05 2.134e+05 3.094e+05 ] ss=2.802e+12
    .....Leaf n=1 <25> sm=[  1.5e+05       23 1.465e+05 1.479e+05 1.47e+05 1.472e+05 1.468e+05 1.037e+05     6380     4570     4500     5000     3300     1300 ] ss=1.415e+11
    ....Split cd=5 cv=1.472e+05 nd=80 sm=[ 8.67e+06     2765  3.1e+06 2.999e+06 2.895e+06 2.57e+06 2.533e+06 2.387e+06 2.673e+05 2.418e+05 2.007e+05 2.551e+05 2.094e+05 3.054e+05 ] ss=2.615e+12
    ......Leaf n=1 <14> sm=[    2e+05       40 1.874e+05 1.926e+05 1.965e+05 7.617e+04 7.681e+04 7.204e+04     8124     8339     5004     2961     2579     2761 ] ss=1.679e+11
    .....Split cd=4 cv=1.861e+05 nd=79 sm=[ 8.52e+06     2742 2.953e+06 2.851e+06 2.748e+06 2.423e+06 2.386e+06 2.284e+06 2.609e+05 2.372e+05 1.962e+05 2.501e+05 2.061e+05 3.041e+05 ] ss=2.473e+12
    .......Leaf n=1 <60> sm=[  1.7e+05       38 1.531e+05 1.51e+05 1.484e+05 1.422e+05 1.261e+05 1.24e+05     7000     6000     5012     5000     5000     5000 ] ss=1.488e+11
    ......Split cd=6 cv=1.261e+05 nd=78 sm=[ 8.32e+06     2702 2.766e+06 2.658e+06 2.552e+06 2.347e+06 2.309e+06 2.212e+06 2.528e+05 2.289e+05 1.912e+05 2.471e+05 2.035e+05 3.013e+05 ] ss=2.305e+12
    ........Leaf n=1 <88> sm=[  1.1e+05       41 1.208e+05 1.336e+05 1.259e+05 1.183e+05 1.205e+05 1.12e+05 2.48e+04     4400     4300     4205     4500     4304 ] ss=1.021e+11
    .......Split cd=8 cv=2.48e+04 nd=77 sm=[ 8.15e+06     2664 2.613e+06 2.507e+06 2.403e+06 2.205e+06 2.183e+06 2.088e+06 2.458e+05 2.229e+05 1.862e+05 2.421e+05 1.985e+05 2.963e+05 ] ss=2.156e+12
    ...........Leaf n=1 <22> sm=[  1.7e+05       45 1.146e+05 1.174e+05 1.196e+05 1.114e+05 1.136e+05 9.841e+04     6305     6000     6000     3854     5000     8000 ] ss=1.053e+11
    ..........Split cd=9 cv=  6000 nd=3 sm=[    5e+05      107 3.316e+05 3.383e+05 3.241e+05 3.142e+05 3.239e+05 3.135e+05 1.69e+04 1.58e+04 1.001e+04 1.705e+04 1.35e+04  1.2e+04 ] ss=2.972e+11
    ............Leaf n=1 <59> sm=[  1.5e+05       25 1.141e+05 1.163e+05 1.187e+05 1.153e+05 1.211e+05 1.235e+05     5600     5700        0     9200     4500        0 ] ss=1.065e+11
    ...........Split cd=2 cv=1.029e+05 nd=2 sm=[  3.3e+05       62 2.17e+05 2.209e+05 2.045e+05 2.028e+05 2.102e+05 2.151e+05 1.06e+04     9800     4010 1.32e+04     8500     4000 ] ss=1.919e+11
    ............Leaf n=1 <33> sm=[  1.8e+05       37 1.029e+05 1.046e+05 8.58e+04 8.746e+04 8.916e+04 9.161e+04     5000     4100     4010     4000     4000     4000 ] ss=8.54e+10
    .........Split cd=3 cv=9.673e+04 nd=26 sm=[  4.9e+06      920 7.793e+05 6.861e+05 6.874e+05 6.965e+05 7.309e+05 6.807e+05 7.189e+04 9.158e+04 8.788e+04 1.222e+05 7.392e+04 1.217e+05 ] ss=1.305e+12
    ...........Leaf n=1 <36> sm=[    2e+05       30 3.84e+04 2.069e+04 2.793e+04 1.258e+04 4.503e+04 1.984e+04        0 1.502e+04        0 4.503e+04    2e+04 4.501e+04 ] ss=4.994e+10
    ..........Split cd=9 cv=1.502e+04 nd=23 sm=[  4.4e+06      813 4.477e+05 3.478e+05 3.633e+05 3.823e+05 4.07e+05 3.672e+05 5.499e+04 7.578e+04 7.787e+04 1.051e+05 6.042e+04 1.097e+05 ] ss=1.008e+12
    ............Leaf n=1 <46> sm=[  2.1e+05       31 8.294e+04 8.458e+04 8.636e+04 8.815e+04 9.365e+04 8.217e+04     3024     3134     3228     7000        0     3000 ] ss=8.897e+10
    ...........Split cd=2 cv=8.294e+04 nd=22 sm=[  4.2e+06      783 4.093e+05 3.271e+05 3.354e+05 3.697e+05 3.62e+05 3.473e+05 5.499e+04 6.077e+04 7.787e+04 6.011e+04 4.042e+04 6.473e+04 ] ss=9.577e+11
    .............Leaf n=1 <53> sm=[  1.8e+05       28 7.813e+04 8.198e+04 8.334e+04 9.003e+04 9.369e+04 9.61e+04     5000     4000     8000     5000     4000     5500 ] ss=7.846e+10
    ............Split cd=7 cv=9.254e+04 nd=21 sm=[ 3.99e+06      752 3.263e+05 2.426e+05 2.49e+05 2.815e+05 2.683e+05 2.652e+05 5.196e+04 5.763e+04 7.464e+04 5.311e+04 4.042e+04 6.173e+04 ] ss=8.687e+11
    ..............Leaf n=1 <87> sm=[  1.8e+05       37 6.214e+04 6.573e+04 6.871e+04 7.046e+04 7.234e+04 7.481e+04     5311     4657     3500     3650     3800     3500 ] ss=6.12e+10
    .............Split cd=4 cv=6.871e+04 nd=20 sm=[ 3.81e+06      724 2.482e+05 1.606e+05 1.657e+05 1.915e+05 1.747e+05 1.691e+05 4.696e+04 5.363e+04 6.664e+04 4.811e+04 3.642e+04 5.623e+04 ] ss=7.902e+11
    ...............Leaf n=1 <44> sm=[  1.6e+05       25     8030     8030     8030 1.907e+04 1.536e+04 1.085e+04     8030     8030 1.907e+04     5359      377     5877 ] ss=2.707e+10
    ..............Split cd=10 cv=1.907e+04 nd=19 sm=[ 3.63e+06      687 1.861e+05 9.485e+04 9.698e+04 1.21e+05 1.023e+05 9.427e+04 4.165e+04 4.898e+04 6.314e+04 4.446e+04 3.262e+04 5.273e+04 ] ss=7.29e+11
    ................Leaf n=1 <78> sm=[    2e+05       29 3.439e+04 2.694e+04 2.635e+04 2.692e+04 2.784e+04 2.937e+04     1507     1427     1003     2000     2000     1060 ] ss=4.498e+10
    ...............Split cd=5 cv=2.692e+04 nd=18 sm=[ 3.47e+06      662 1.78e+05 8.682e+04 8.895e+04 1.02e+05 8.696e+04 8.343e+04 3.362e+04 4.095e+04 4.408e+04 3.91e+04 3.225e+04 4.685e+04 ] ss=7.02e+11
    .................Leaf n=1 <43> sm=[  2.3e+05       44 5.48e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.701e+04 ] ss=5.765e+10
    ................Split cd=11 cv=1.512e+04 nd=17 sm=[ 3.27e+06      633 1.437e+05 5.987e+04 6.26e+04 7.504e+04 5.912e+04 5.406e+04 3.212e+04 3.952e+04 4.307e+04 3.71e+04 3.025e+04 4.579e+04 ] ss=6.57e+11
    ..................Leaf n=1 <5> sm=[    2e+05       26 2.274e+04 1.217e+04 1.433e+04 1.622e+04     9915 1.123e+04     3000     6000     3000     2003     3101      530 ] ss=4.143e+10
    .................Split cd=6 cv=  9915 nd=16 sm=[ 3.04e+06      589 8.885e+04 4.824e+04 5.761e+04 6.882e+04  4.4e+04 3.664e+04 2.048e+04 3.453e+04 3.685e+04 2.198e+04 1.282e+04 2.878e+04 ] ss=5.993e+11
    ....................Leaf n=1 <98> sm=[    2e+05       37     4757     6170     7408     8250     9250     9750     1500     1500     1000     1000      500     1500 ] ss=4.037e+10
    ...................Split cd=3 cv=  6170 nd=8 sm=[ 1.74e+06      312 2.277e+04 1.56e+04 2.315e+04 3.758e+04 2.247e+04 1.566e+04     8366 1.345e+04 2.27e+04 1.422e+04     3125 1.336e+04 ] ss=3.821e+11
    .....................Leaf n=1 <65> sm=[  2.4e+05       33     8383     3470     2220     2220     3356     2220     3470     2220     2220     3356     2220     3829 ] ss=5.776e+10
    ....................Split cd=7 cv=  2220 nd=7 sm=[ 1.54e+06      275 1.801e+04     9426 1.575e+04 2.933e+04 1.322e+04     5905     6866 1.195e+04 2.17e+04 1.322e+04     2625 1.186e+04 ] ss=3.417e+11
    ......................Leaf n=1 <18> sm=[  2.3e+05       30     1855      187     6254 1.655e+04     6392     1828        0     6270 1.408e+04     6396        9     6172 ] ss=5.358e+10
    .....................Split cd=13 cv=  6172 nd=6 sm=[  1.3e+06      242     9630     5956 1.353e+04 2.711e+04     9860     3685     3396     9731 1.948e+04     9864      405     8029 ] ss=2.84e+11
    .......................Leaf n=1 <29> sm=[  2.1e+05       36     4879     5373     6811 1.016e+04     2922     1461     3000     3000     5000     2922        0     1461 ] ss=4.437e+10
    ......................Split cd=2 cv=  4879 nd=5 sm=[ 1.07e+06      212     7775     5769     7272 1.056e+04     3468     1857     3396     3461     5396     3468      396     1857 ] ss=2.304e+11
    ........................Leaf n=1 <23> sm=[    2e+05       60      396      396      461      396      546      396      396      461      396      546      396      396 ] ss=4e+10
    .......................Split cd=4 cv=   461 nd=4 sm=[  8.6e+05      176     2896      396      461      396      546      396      396      461      396      546      396      396 ] ss=1.86e+11
    .........................Leaf n=1 <76> sm=[  2.4e+05       47     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.761e+10
    ........................Split cd=0 cv=2.244e+05 nd=3 sm=[  6.6e+05      116     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=1.46e+11
    ..........................Leaf n=1 <12> sm=[  2.2e+05       33        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4.84e+10
    .........................Split cd=12 cv=     0 nd=2 sm=[  4.2e+05       69        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=8.84e+10
    ..........................Leaf n=1 <55> sm=[    2e+05       36        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+10
    ..................Split cd=0 cv=1.938e+05 nd=15 sm=[ 2.84e+06      563 6.612e+04 3.607e+04 4.328e+04 5.26e+04 3.408e+04 2.541e+04 1.748e+04 2.853e+04 3.385e+04 1.998e+04     9720 2.825e+04 ] ss=5.579e+11
    ....................Leaf n=1 <56> sm=[  1.6e+05       37 1.675e+04     9715     5140     5379     3183     5120     1100     1500     1500     1000     2000     4000 ] ss=2.609e+10
    ...................Split cd=3 cv=  9715 nd=7 sm=[  1.1e+06      251 4.335e+04 2.047e+04 2.013e+04 1.502e+04 1.162e+04     9754     9119 1.508e+04 1.115e+04     5760     6595 1.49e+04 ] ss=1.758e+11
    .....................Leaf n=1 <81> sm=[  1.5e+05       27     8404     4493 1.185e+04     7435     3685     3545     4493 1.185e+04     7435        0     3545     5718 ] ss=2.307e+10
    ....................Split cd=7 cv=  3545 nd=6 sm=[  9.4e+05      214 2.66e+04 1.076e+04 1.499e+04     9641     8436     4634     8019 1.358e+04     9650     4760     4595 1.09e+04 ] ss=1.497e+11
    ......................Leaf n=1 <71> sm=[  1.8e+05       37      491        0        0        0        0        0        0        0        0        0        0     3738 ] ss=3.241e+10
    .....................Split cd=13 cv=  3738 nd=5 sm=[  7.9e+05      187 1.819e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     5178 ] ss=1.267e+11
    .......................Leaf n=1 <17> sm=[  1.5e+05       36     5253        0        0        0        0        0        0        0        0        0        0        0 ] ss=2.253e+10
    ......................Split cd=2 cv=  5253 nd=4 sm=[  6.1e+05      150 1.77e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=9.425e+10
    ........................Leaf n=1 <34> sm=[  1.8e+05       33     4520     1449     1730     2215     1525     1050     1453     1731     2215     1525     1050     1440 ] ss=3.245e+10
    .......................Split cd=4 cv=  1730 nd=3 sm=[  4.6e+05      114 1.245e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=7.173e+10
    .........................Leaf n=1 <8> sm=[  1.4e+05       51     4885      649       -9       -9     3177      -10      650        0        0     3186        0        0 ] ss=1.964e+10
    ........................Split cd=0 cv=1.4e+05 nd=2 sm=[  2.8e+05       81     7928     4817     1411       -9     3226       39     2073        2        0     3235        0        0 ] ss=3.928e+10
    .........................Leaf n=1 <41> sm=[  1.4e+05       30     3043     4168     1420        0       49       49     1423        2        0       49        0        0 ] ss=1.963e+10
    ........Split cd=0 cv=1.325e+05 nd=76 sm=[ 8.04e+06     2623 2.492e+06 2.374e+06 2.277e+06 2.086e+06 2.063e+06 1.976e+06 2.21e+05 2.185e+05 1.819e+05 2.379e+05 1.94e+05 2.92e+05 ] ss=2.054e+12
    ...........Leaf n=1 <74> sm=[  1.2e+05       42 1.122e+05 1.145e+05 1.169e+05 1.192e+05 1.218e+05 1.155e+05     4097     4278     4308 1.154e+04     5685     4390 ] ss=9.639e+10
    ..........Split cd=9 cv=  4278 nd=2 sm=[  2.4e+05       71 2.305e+05 2.127e+05 2.679e+05 1.969e+05 2.018e+05 1.767e+05     7455     7678 1.031e+04 1.474e+04     9685     5235 ] ss=1.735e+11
    ...........Leaf n=1 <92> sm=[  1.2e+05       29 1.183e+05 9.823e+04 1.51e+05 7.764e+04 7.997e+04 6.125e+04     3358     3400     6000     3200     4000      845 ] ss=7.709e+10
    .........Split cd=3 cv=9.673e+04 nd=50 sm=[ 3.14e+06     1703 1.713e+06 1.688e+06 1.59e+06 1.39e+06 1.332e+06 1.295e+06 1.491e+05 1.269e+05 9.403e+04 1.157e+05 1.201e+05 1.703e+05 ] ss=7.494e+11
    ...........Leaf n=1 <64> sm=[    8e+04       30     2994 1.671e+04 2.946e+04 3.047e+04 3.632e+04 2.167e+04 1.671e+04 2.947e+04     5000    1e+04     2000     3000 ] ss=1.156e+10
    ..........Split cd=9 cv=2.947e+04 nd=48 sm=[  2.9e+06     1632 1.482e+06 1.475e+06 1.322e+06 1.193e+06 1.13e+06 1.118e+06 1.416e+05 1.192e+05 8.372e+04 1.009e+05 1.104e+05 1.65e+05 ] ss=5.759e+11
    ............Leaf n=1 <40> sm=[    9e+04       36 8.616e+04 9.241e+04 9.005e+04 8.698e+04 6.708e+04 6.653e+04     8600        0     4100     5000     5000     5000 ] ss=4.883e+10
    ...........Split cd=2 cv=8.616e+04 nd=47 sm=[ 2.82e+06     1602 1.479e+06 1.458e+06 1.293e+06 1.163e+06 1.094e+06 1.097e+06 1.249e+05 8.973e+04 7.872e+04 9.095e+04 1.084e+05 1.62e+05 ] ss=5.643e+11
    .............Leaf n=1 <91> sm=[  1.1e+05       30 6.029e+04 6.169e+04 6.31e+04 7.039e+04 6.866e+04 7.751e+04     3000     3000     9000        0    1e+04     3000 ] ss=3.941e+10
    ............Split cd=7 cv=7.751e+04 nd=46 sm=[ 2.73e+06     1566 1.393e+06 1.366e+06 1.203e+06 1.076e+06 1.027e+06 1.03e+06 1.163e+05 8.973e+04 7.462e+04 8.595e+04 1.034e+05 1.57e+05 ] ss=5.155e+11
    ..............Leaf n=1 <1> sm=[    8e+04       46 7.618e+04 7.831e+04 7.984e+04 4.05e+04 4.135e+04 4.235e+04     3345     3344     1447     1497     1686     1509 ] ss=2.988e+10
    .............Split cd=4 cv=7.984e+04 nd=45 sm=[ 2.62e+06     1536 1.333e+06 1.304e+06 1.14e+06 1.005e+06 9.58e+05 9.526e+05 1.133e+05 8.673e+04 6.562e+04 8.595e+04 9.341e+04 1.54e+05 ] ss=4.761e+11
    ...............Leaf n=1 <30> sm=[    5e+04       50 4.893e+04 4.516e+04 2.776e+04 1.924e+04 1.558e+04 1.589e+04     2036     1243     3991      712      715      582 ] ss=8.592e+09
    ..............Split cd=10 cv=  3991 nd=44 sm=[ 2.54e+06     1490 1.257e+06 1.226e+06 1.06e+06 9.647e+05 9.166e+05 9.102e+05  1.1e+05 8.338e+04 6.418e+04 8.445e+04 9.172e+04 1.525e+05 ] ss=4.462e+11
    ................Leaf n=1 <9> sm=[    8e+04       34 8.188e+04 8.181e+04 7.835e+04 7.881e+04 4.906e+04 4.876e+04     3650        0     3328     1888     1787     1960 ] ss=3.697e+10
    ...............Split cd=5 cv=7.356e+04 nd=43 sm=[ 2.49e+06     1440 1.208e+06 1.181e+06 1.032e+06 9.454e+05 9.01e+05 8.944e+05 1.079e+05 8.214e+04 6.019e+04 8.374e+04 9.101e+04 1.519e+05 ] ss=4.376e+11
    .................Leaf n=1 <75> sm=[    3e+04       25 2.974e+04 1.631e+04     5235     3122 1.145e+04     1914     2500     1517     2000 1.145e+04     1914     6699 ] ss=2.415e+09
    ................Split cd=11 cv=1.145e+04 nd=42 sm=[ 2.41e+06     1406 1.126e+06 1.099e+06 9.537e+05 8.666e+05 8.52e+05 8.456e+05 1.043e+05 8.214e+04 5.686e+04 8.185e+04 8.922e+04  1.5e+05 ] ss=4.006e+11
    ...................Leaf n=1 <3> sm=[  1.2e+05       32 6.032e+04 6.176e+04 6.315e+04 6.452e+04 6.634e+04 6.81e+04     3000     3000     3000     3000     3000        0 ] ss=3.909e+10
    ..................Split cd=0 cv= 9e+04 nd=2 sm=[  2.1e+05       82 1.193e+05 1.258e+05 1.285e+05 1.298e+05 1.331e+05 1.357e+05     9000     6000     5300     5500     6000     2500 ] ss=7.237e+10
    ...................Leaf n=1 <13> sm=[    9e+04       50 5.898e+04  6.4e+04 6.53e+04 6.523e+04 6.672e+04 6.756e+04     6000     3000     2300     2500     3000     2500 ] ss=3.328e+10
    .................Split cd=6 cv=6.298e+04 nd=41 sm=[ 2.38e+06     1381 1.096e+06 1.082e+06 9.485e+05 8.635e+05 8.405e+05 8.437e+05 1.018e+05 8.062e+04 5.486e+04 7.04e+04 8.731e+04 1.433e+05 ] ss=3.982e+11
    .....................Leaf n=1 <28> sm=[  1.1e+05       23 7.879e+04 7.918e+04 7.646e+04 6.014e+04 4.187e+04 3.816e+04     3400     4000     2951     1600     1540     1400 ] ss=3.729e+10
    ....................Split cd=13 cv=  1400 nd=3 sm=[  2.9e+05       99 1.901e+05 1.881e+05 1.641e+05 9.793e+04 8.745e+04 8.226e+04     7803     8675     5661 1.32e+04     4114     3080 ] ss=7.297e+10
    ......................Leaf n=1 <20> sm=[    8e+04       24 5.622e+04 5.227e+04 2.94e+04 2.098e+04 2.11e+04 2.225e+04     2000     1800     1700      759     1500     1100 ] ss=1.455e+10
    .....................Split cd=2 cv=5.512e+04 nd=2 sm=[  1.8e+05       76 1.113e+05 1.089e+05 8.762e+04 3.779e+04 4.558e+04 4.41e+04     4403     4675     2710 1.16e+04     2574     1680 ] ss=3.568e+10
    ......................Leaf n=1 <11> sm=[    1e+05       52 5.512e+04 5.664e+04 5.822e+04 1.681e+04 2.448e+04 2.185e+04     2403     2875     1010 1.084e+04     1074      580 ] ss=2.113e+10
    ...................Split cd=3 cv=4.619e+04 nd=10 sm=[  9.8e+05      344 3.146e+05 3.297e+05 3.091e+05 2.446e+05 2.383e+05 2.447e+05 3.776e+04 2.132e+04 2.224e+04 2.291e+04 1.929e+04 2.528e+04 ] ss=1.72e+11
    .....................Leaf n=1 <27> sm=[    8e+04       27      988 1.292e+04 1.226e+04     2393      407     2888 1.296e+04        0     2403      407     3176     7336 ] ss=6.97e+09
    ....................Split cd=13 cv=  7336 nd=7 sm=[  6.9e+05      245 1.245e+05 1.416e+05 1.451e+05 1.467e+05 1.509e+05 1.624e+05 2.996e+04 1.265e+04 1.658e+04     9708 1.518e+04 2.22e+04 ] ss=9.905e+10
    ......................Leaf n=1 <54> sm=[    8e+04       28 4.793e+04 3.97e+04 4.237e+04 4.139e+04 4.228e+04 4.342e+04     2100     3650        0     1700     2000     3000 ] ss=1.749e+10
    .....................Split cd=2 cv=4.306e+04 nd=6 sm=[  6.1e+05      218 1.235e+05 1.287e+05 1.328e+05 1.443e+05 1.505e+05 1.595e+05  1.7e+04 1.265e+04 1.418e+04     9301  1.2e+04 1.486e+04 ] ss=9.208e+10
    .......................Leaf n=1 <62> sm=[    1e+05       50 3.692e+04 3.832e+04 3.968e+04 4.169e+04 4.361e+04 4.374e+04     2000     2000     2680     2600     1000     5261 ] ss=2.001e+10
    ......................Split cd=4 cv=3.968e+04 nd=5 sm=[  5.3e+05      190 7.554e+04 8.898e+04 9.044e+04 1.029e+05 1.082e+05 1.161e+05 1.49e+04     9000 1.418e+04     7601    1e+04 1.186e+04 ] ss=7.459e+10
    ........................Leaf n=1 <26> sm=[    9e+04       39 2.649e+04 3.003e+04 2.927e+04 3.178e+04 3.246e+04 3.18e+04     4000        0     3000     1500        0     2600 ] ss=1.367e+10
    .......................Split cd=7 cv=3.18e+04 nd=4 sm=[  4.3e+05      140 3.862e+04 5.066e+04 5.076e+04 6.124e+04 6.459e+04 7.235e+04 1.29e+04     7000 1.15e+04     5001     9000     6600 ] ss=5.458e+10
    .........................Leaf n=1 <82> sm=[  1.3e+05       34        0     5396 1.027e+04 1.358e+04 1.386e+04 1.464e+04     5396     5000     3500      501     1000     2000 ] ss=1.77e+10
    ........................Split cd=5 cv=1.358e+04 nd=3 sm=[  3.4e+05      101 1.212e+04 2.062e+04 2.149e+04 2.947e+04 3.214e+04 4.055e+04     8896     7000     8500     3501     9000     4000 ] ss=4.091e+10
    ..........................Leaf n=1 <79> sm=[  1.1e+05       26 1.018e+04 1.197e+04     8164 1.09e+04 1.35e+04 1.623e+04     2000     2000     3000     3000     3000     2000 ] ss=1.302e+10
    .........................Split cd=6 cv=1.35e+04 nd=2 sm=[  2.1e+05       67 1.212e+04 1.523e+04 1.122e+04 1.589e+04 1.827e+04 2.592e+04     3500     2000     5000     3000     8000     2000 ] ss=2.321e+10
    ..........................Leaf n=1 <49> sm=[    1e+05       41     1941     3255     3056     4998     4769     9691     1500        0     2000        0     5000        0 ] ss=1.02e+10
    ..................Split cd=0 cv=7.125e+04 nd=39 sm=[ 2.17e+06     1299 9.767e+05 9.566e+05  8.2e+05 7.337e+05 7.075e+05 7.08e+05 9.278e+04 7.462e+04 4.956e+04 6.49e+04 8.131e+04 1.408e+05 ] ss=3.258e+11
    ....................Leaf n=1 <73> sm=[    7e+04       25 5.022e+04 5.864e+04 1.151e+04 1.059e+04 2.039e+04 1.737e+04    1e+04    1e+04        0    1e+04        0  3.3e+04 ] ss=1.321e+10
    ...................Split cd=3 cv=4.619e+04 nd=29 sm=[ 1.19e+06      955 6.621e+05 6.27e+05 5.109e+05 4.891e+05 4.691e+05 4.634e+05 5.502e+04 5.33e+04 2.731e+04 4.199e+04 6.202e+04 1.155e+05 ] ss=1.538e+11
    .....................Leaf n=1 <38> sm=[    3e+04       26 2.782e+04 2.759e+04 2.972e+04 2.881e+04 2.876e+04 1.04e+04     3000     2595     1200     1020 1.04e+04  5.1e+04 ] ss=7.811e+09
    ....................Split cd=13 cv=4.423e+04 nd=28 sm=[ 1.12e+06      930 6.119e+05 5.683e+05 4.993e+05 4.785e+05 4.487e+05 4.46e+05 4.502e+04 4.33e+04 2.731e+04 3.199e+04 6.202e+04 8.251e+04 ] ss=1.406e+11
    .......................Leaf n=1 <72> sm=[    6e+04       48 4.353e+04 3.925e+04 3.805e+04 3.799e+04 3.872e+04 3.968e+04     1700     1700     2000     1500     1600     1000 ] ss=1.302e+10
    ......................Split cd=4 cv=3.805e+04 nd=3 sm=[  1.6e+05      105 1.36e+05  1.2e+05 7.099e+04 6.344e+04 6.301e+04 6.577e+04     7700     5800     5000     4000     6350     3747 ] ss=2.868e+10
    ........................Leaf n=1 <57> sm=[    5e+04       34 4.404e+04 3.55e+04 3.304e+04 2.556e+04 2.439e+04 2.544e+04     4500     4000     3000     2500     4000     2500 ] ss=8.76e+09
    .......................Split cd=7 cv=2.544e+04 nd=2 sm=[    1e+05       57 9.246e+04 8.08e+04 3.294e+04 2.546e+04 2.429e+04 2.609e+04     6000     4100     3000     2500     4750     2747 ] ss=1.566e+10
    ........................Leaf n=1 <31> sm=[    5e+04       23 4.842e+04 4.53e+04     -100     -100     -100      650     1500      100        0        0      750      247 ] ss=6.9e+09
    .....................Split cd=2 cv=4.306e+04 nd=27 sm=[ 1.09e+06      904 5.84e+05 5.407e+05 4.696e+05 4.497e+05  4.2e+05 4.356e+05 4.202e+04 4.07e+04 2.611e+04 3.097e+04 5.162e+04 3.151e+04 ] ss=1.328e+11
    .......................Leaf n=1 <83> sm=[    7e+04       29 3.379e+04 3.473e+04 3.588e+04 3.639e+04 3.699e+04 3.775e+04     1800     2000     1400     1500     1500     1600 ] ss=1.267e+10
    ......................Split cd=4 cv=3.588e+04 nd=24 sm=[  9.3e+05      799 4.48e+05 4.207e+05 3.986e+05 3.862e+05 3.57e+05 3.698e+05 3.432e+04 3.49e+04 2.111e+04 2.697e+04 4.526e+04 2.776e+04 ] ss=1.041e+11
    ........................Leaf n=1 <63> sm=[    4e+04       24 2.562e+04 2.67e+04 3.042e+04 2.963e+04 3.155e+04 3.089e+04     1800     4500        0     2400        0     3000 ] ss=6.76e+09
    .......................Split cd=7 cv=3.089e+04 nd=23 sm=[  8.6e+05      770 4.143e+05 3.86e+05 3.628e+05 3.499e+05  3.2e+05 3.321e+05 3.252e+04 3.29e+04 1.971e+04 2.547e+04 4.376e+04 2.616e+04 ] ss=9.146e+10
    .........................Leaf n=1 <99> sm=[    3e+04       28 2.835e+04 2.988e+04 2.959e+04 3.069e+04 2.564e+04 2.647e+04     2000     2000     2200        0     1800        0 ] ss=5.787e+09
    ........................Split cd=5 cv=3.069e+04 nd=22 sm=[  8.2e+05      746 3.886e+05 3.593e+05 3.323e+05 3.202e+05 2.884e+05 3.012e+05 3.072e+04 2.84e+04 1.971e+04 2.307e+04 4.376e+04 2.316e+04 ] ss=8.47e+10
    ..........................Leaf n=1 <21> sm=[    3e+04       25 3.027e+04 3.052e+04 3.048e+04 3.053e+04 2.915e+04 2.978e+04     1932     3900     1700     1200     1180     2500 ] ss=6.377e+09
    .........................Split cd=6 cv=2.915e+04 nd=21 sm=[  7.9e+05      718 3.603e+05 3.294e+05 3.028e+05 2.895e+05 2.628e+05 2.747e+05 2.872e+04 2.64e+04 1.751e+04 2.307e+04 4.196e+04 2.316e+04 ] ss=7.891e+10
    ............................Leaf n=1 <93> sm=[    5e+04       48 1.259e+04 1.29e+04     7313     8036     3949 2.698e+04     2017     2000     1200      100 2.698e+04     5000 ] ss=4.449e+09
    ...........................Split cd=12 cv=2.659e+04 nd=10 sm=[  5.4e+05      365 2.38e+05 2.045e+05 1.741e+05 1.623e+05 1.534e+05 1.768e+05 1.447e+04 1.369e+04     9102     7697 3.478e+04 1.405e+04 ] ss=5.802e+10
    ..............................Leaf n=1 <70> sm=[    5e+04       26 3.543e+04 3.063e+04 3.024e+04 2.028e+04 1.917e+04 1.957e+04     1537     1947      800     1000      718      683 ] ss=6.778e+09
    .............................Split cd=13 cv=   683 nd=5 sm=[  2.7e+05      181 1.738e+05 1.571e+05 1.289e+05 1.151e+05 1.075e+05 1.072e+05     7263     7290     5815     4100     4801     2467 ] ss=3.712e+10
    .................................Leaf n=1 <94> sm=[    7e+04       47 4.086e+04 3.891e+04 2.515e+04 2.543e+04 2.554e+04 2.457e+04     1421     2524     1584      695      686      525 ] ss=1.063e+10
    ................................Split cd=7 cv=1.763e+04 nd=2 sm=[  1.2e+05       79 8.302e+04 7.716e+04 5.255e+04 4.902e+04 4.282e+04 4.221e+04     2893     4024     2866     1313     1326     1169 ] ss=1.83e+10
    .................................Leaf n=1 <48> sm=[    5e+04       32 4.216e+04 3.825e+04 2.74e+04 2.358e+04 1.727e+04 1.763e+04     1472     1500     1282      618      640      644 ] ss=7.664e+09
    ...............................Split cd=4 cv=2.446e+04 nd=3 sm=[  1.7e+05      117 1.168e+05 1.042e+05 7.701e+04 7.218e+04 6.51e+04 6.274e+04     4326     5343     3639     2100     2083     1784 ] ss=2.473e+10
    ................................Leaf n=1 <85> sm=[    5e+04       38 3.38e+04 2.703e+04 2.446e+04 2.316e+04 2.228e+04 2.054e+04     1433     1319      773      787      757      615 ] ss=6.432e+09
    ..............................Split cd=2 cv=2.153e+04 nd=4 sm=[  2.2e+05      155 1.384e+05 1.265e+05 9.864e+04 9.483e+04 8.837e+04 8.765e+04     5726     5343     5015     3100     4083     1784 ] ss=3.034e+10
    ...............................Leaf n=1 <2> sm=[    5e+04       38 2.153e+04 2.228e+04 2.164e+04 2.265e+04 2.328e+04 2.49e+04     1400        0     1376     1000     2000        0 ] ss=5.612e+09
    ............................Split cd=3 cv=2.091e+04 nd=9 sm=[  4.9e+05      317 2.254e+05 1.916e+05 1.667e+05 1.543e+05 1.495e+05 1.498e+05 1.246e+04 1.169e+04     7902     7597     7801     9050 ] ss=5.357e+10
    ..............................Leaf n=1 <50> sm=[    5e+04       34 1.082e+04 1.188e+04 1.366e+04 1.495e+04 1.657e+04 1.683e+04     1221     2000     1500     2000     2000     4000 ] ss=3.757e+09
    .............................Split cd=13 cv=  4000 nd=4 sm=[  2.2e+05      136 5.162e+04 3.45e+04 3.786e+04 3.919e+04 4.191e+04 4.261e+04     5192     4399     2087     3497     3000     6583 ] ss=1.645e+10
    ...............................Leaf n=1 <52> sm=[    5e+04       46 3.571e+04 1.539e+04 1.61e+04 1.642e+04 1.676e+04 1.748e+04     1561     1268      587      611     1000     2000 ] ss=5.138e+09
    ..............................Split cd=2 cv=2.151e+04 nd=3 sm=[  1.7e+05      102 4.08e+04 2.263e+04 2.42e+04 2.424e+04 2.534e+04 2.578e+04     3971     2399      587     1497     1000     2583 ] ss=1.269e+10
    ................................Leaf n=1 <66> sm=[    6e+04       27     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      332 ] ss=3.956e+09
    ...............................Split cd=4 cv=  8104 nd=2 sm=[  1.2e+05       56     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      583 ] ss=7.556e+09
    ................................Leaf n=1 <15> sm=[    6e+04       29        0        0        0        0        0        0        0        0        0        0        0      251 ] ss=3.6e+09
    ..........................Split cd=0 cv=4.062e+04 nd=20 sm=[  7.6e+05      693  3.3e+05 2.989e+05 2.723e+05 2.59e+05 2.336e+05 2.449e+05 2.679e+04 2.25e+04 1.581e+04 2.187e+04 4.078e+04 2.066e+04 ] ss=7.253e+10
    ............................Leaf n=1 <77> sm=[    3e+04       34 2.677e+04 2.801e+04 2.925e+04 2.925e+04 1.984e+04 1.479e+04     2000     1694     1200     8697     2000     1000 ] ss=4.814e+09
    ...........................Split cd=12 cv=  2000 nd=10 sm=[  2.2e+05      328 9.201e+04 9.435e+04 9.821e+04 9.666e+04 8.024e+04 6.811e+04 1.232e+04     8815     6712 1.418e+04     6000     6612 ] ss=1.452e+10
    .............................Leaf n=1 <90> sm=[    3e+04       38 1.763e+04 2.002e+04 2.042e+04 2.06e+04 1.999e+04 1.939e+04     3000     1000      786        0        0        0 ] ss=3.24e+09
    ............................Split cd=3 cv=2.002e+04 nd=9 sm=[  1.9e+05      294 6.524e+04 6.634e+04 6.896e+04 6.74e+04 6.04e+04 5.332e+04 1.032e+04     7121     5512     5480     4000     5612 ] ss=9.702e+09
    ..............................Leaf n=1 <32> sm=[    2e+04       24     3980     5075     5979     6796     6463     2255     1318     1183     1000        0        0     2440 ] ss=5.805e+08
    .............................Split cd=13 cv=  2440 nd=8 sm=[  1.6e+05      256 4.761e+04 4.632e+04 4.854e+04 4.68e+04 4.041e+04 3.393e+04     7318     6121     4726     5480     4000     5612 ] ss=6.462e+09
    ...............................Leaf n=1 <47> sm=[    2e+04       39 1.411e+04 1.122e+04 1.066e+04     7928      580        0     3520        0     1000      580        0        0 ] ss=9.155e+08
    ..............................Split cd=2 cv=1.411e+04 nd=7 sm=[  1.4e+05      232 4.363e+04 4.124e+04 4.256e+04 4.001e+04 3.395e+04 3.167e+04     6000     4938     3726     5480     4000     3172 ] ss=5.882e+09
    ................................Leaf n=1 <86> sm=[    1e+04       44 1.042e+04     9775 1.096e+04 1.115e+04 1.076e+04 1.013e+04        0     2500     1000      400        0      672 ] ss=7.75e+08
    ...............................Split cd=4 cv=1.096e+04 nd=6 sm=[  1.2e+05      193 2.952e+04 3.002e+04 3.19e+04 3.208e+04 3.337e+04 3.167e+04     2480     4938     2726     4900     4000     3172 ] ss=4.966e+09
    .................................Leaf n=1 <7> sm=[    1e+04       22 1.016e+04     9860     9565     9265 1.195e+04 1.219e+04        0        0        0     3000     1000        0 ] ss=7.792e+08
    ................................Split cd=7 cv=1.219e+04 nd=5 sm=[  1.1e+05      149 1.91e+04 2.024e+04 2.094e+04 2.092e+04 2.261e+04 2.155e+04     2480     2438     1726     4500     4000     2500 ] ss=4.191e+09
    ..................................Leaf n=1 <6> sm=[    1e+04       28     5757     6805     7662     8034     8256     8957     1300     1128      500      500     1000      500 ] ss=4.558e+08
    .................................Split cd=5 cv=  8034 nd=4 sm=[    1e+05      127     8937 1.038e+04 1.137e+04 1.166e+04 1.066e+04     9357     2480     2438     1726     1500     3000     2500 ] ss=3.412e+09
    ....................................Leaf n=1 <4> sm=[    3e+04       28        0        0     1310      816        0        0        0     1310      816        0        0        0 ] ss=9.048e+08
    ...................................Split cd=9 cv=  1310 nd=2 sm=[    7e+04       71     2400     2400     3710     3216     2400     2400        0     1310      816        0        0        0 ] ss=2.539e+09
    ....................................Leaf n=1 <24> sm=[    4e+04       43     2400     2400     2400     2400     2400     2400        0        0        0        0        0        0 ] ss=1.635e+09
    ..................................Split cd=0 cv=2.531e+04 nd=3 sm=[    9e+04       99     3180     3580     3710     3626     2400      400     1180     1310     1226     1000     2000     2000 ] ss=2.956e+09
    ...................................Leaf n=1 <96> sm=[    2e+04       28      780     1180        0      410        0    -2000     1180        0      410     1000     2000     2000 ] ss=4.167e+08
================
open file successfully.
Data Points:
(380000, 38, 365427, 363267, 372261, 375423, 359527, 361201, 14008, 17000, 13070, 15000, 13000, 14000)
(80000, 46, 76184, 78306, 79835, 40499, 41346, 42348, 3345, 3344, 1447, 1497, 1686, 1509)
(50000, 38, 21534, 22283, 21638, 22651, 23275, 24902, 1400, 0, 1376, 1000, 2000, 0)
(120000, 32, 60316, 61763, 63154, 64524, 66345, 68104, 3000, 3000, 3000, 3000, 3000, 0)
(30000, 28, 0, 0, 1310, 816, 0, 0, 0, 1310, 816, 0, 0, 0)
(200000, 26, 22737, 12169, 14328, 16222, 9915, 11226, 3000, 6000, 3000, 2003, 3101, 530)
(10000, 28, 5757, 6805, 7662, 8034, 8256, 8957, 1300, 1128, 500, 500, 1000, 500)
(10000, 22, 10160, 9860, 9565, 9265, 11951, 12189, 0, 0, 0, 3000, 1000, 0)
(140000, 51, 4885, 649, -9, -9, 3177, -10, 650, 0, 0, 3186, 0, 0)
(80000, 34, 81882, 81814, 78353, 78814, 49062, 48764, 3650, 0, 3328, 1888, 1787, 1960)
(400000, 31, 185677, 189682, 194509, 199284, 203502, 195769, 7000, 8000, 8000, 7500, 9000, 5000)
(100000, 52, 55120, 56636, 58215, 16809, 24482, 21849, 2403, 2875, 1010, 10844, 1074, 580)
(220000, 33, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(90000, 50, 58979, 64004, 65298, 65233, 66717, 67562, 6000, 3000, 2300, 2500, 3000, 2500)
(200000, 40, 187431, 192558, 196537, 76167, 76810, 72039, 8124, 8339, 5004, 2961, 2579, 2761)
(60000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 251)
(350000, 36, 28489, 28934, 20558, 29866, 37587, 15307, 28950, 20565, 29880, 27697, 5330, 31990)
(150000, 36, 5253, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 30, 1855, 187, 6254, 16549, 6392, 1828, 0, 6270, 14085, 6396, 9, 6172)
(200000, 43, 202225, -4359, 190829, 96686, 100131, 102467, 1029, 200000, 10000, 5000, 4000, 4000)
(80000, 24, 56222, 52268, 29402, 20983, 21096, 22252, 2000, 1800, 1700, 759, 1500, 1100)
(30000, 25, 30274, 30517, 30485, 30533, 29148, 29782, 1932, 3900, 1700, 1200, 1180, 2500)
(170000, 45, 114625, 117364, 119552, 111404, 113635, 98411, 6305, 6000, 6000, 3854, 5000, 8000)
(200000, 60, 396, 396, 461, 396, 546, 396, 396, 461, 396, 546, 396, 396)
(40000, 43, 2400, 2400, 2400, 2400, 2400, 2400, 0, 0, 0, 0, 0, 0)
(150000, 23, 146480, 147880, 146958, 147218, 146817, 103651, 6380, 4570, 4500, 5000, 3300, 1300)
(90000, 39, 26493, 30034, 29268, 31776, 32456, 31800, 4000, 0, 3000, 1500, 0, 2600)
(80000, 27, 988, 12922, 12261, 2393, 407, 2888, 12961, 0, 2403, 407, 3176, 7336)
(110000, 23, 78793, 79182, 76460, 60136, 41872, 38158, 3400, 4000, 2951, 1600, 1540, 1400)
(210000, 36, 4879, 5373, 6811, 10161, 2922, 1461, 3000, 3000, 5000, 2922, 0, 1461)
(50000, 50, 48926, 45156, 27762, 19238, 15585, 15892, 2036, 1243, 3991, 712, 715, 582)
(50000, 23, 48424, 45300, -100, -100, -100, 650, 1500, 100, 0, 0, 750, 247)
(20000, 24, 3980, 5075, 5979, 6796, 6463, 2255, 1318, 1183, 1000, 0, 0, 2440)
(180000, 37, 102937, 104598, 85805, 87462, 89162, 91609, 5000, 4100, 4010, 4000, 4000, 4000)
(180000, 33, 4520, 1449, 1730, 2215, 1525, 1050, 1453, 1731, 2215, 1525, 1050, 1440)
(360000, 29, 1766, 4500, 14697, 10687, 1968, 1272, 4534, 14697, 0, 2141, 1272, 24078)
(200000, 30, 38398, 20693, 27932, 12585, 45031, 19836, 0, 15015, 0, 45031, 20000, 45010)
(360000, 35, 3771, 900, 0, 0, 0, 0, 900, 0, 0, 0, 0, 0)
(30000, 26, 27818, 27594, 29717, 28812, 28762, 10404, 3000, 2595, 1200, 1020, 10404, 51000)
(200000, 36, 190120, 194533, 194175, 189457, 187050, 187082, 9000, 9000, 8000, 10000, 8000, 7000)
(90000, 36, 86155, 92406, 90049, 86984, 67076, 66533, 8600, 0, 4100, 5000, 5000, 5000)
(140000, 30, 3043, 4168, 1420, 0, 49, 49, 1423, 2, 0, 49, 0, 0)
(310000, 30, -44, -44, 8915, -35, 7028, -116, 0, 8959, 0, 7063, 0, 23240)
(230000, 44, 54798, 11632, 4987, 6222, 15121, 17425, 11632, 4987, 6222, 15121, 17425, 17007)
(160000, 25, 8030, 8030, 8030, 19069, 15359, 10846, 8030, 8030, 19069, 5359, 377, 5877)
(240000, 42, 238107, 242159, 225695, 210199, 208307, 203779, 12067, 10009, 10000, 10000, 10000, 30296)
(210000, 31, 82940, 84583, 86357, 88149, 93654, 82166, 3024, 3134, 3228, 7000, 0, 3000)
(20000, 39, 14112, 11221, 10656, 7928, 580, 0, 3520, 0, 1000, 580, 0, 0)
(50000, 32, 42163, 38252, 27396, 23584, 17272, 17634, 1472, 1500, 1282, 618, 640, 644)
(100000, 41, 1941, 3255, 3056, 4998, 4769, 9691, 1500, 0, 2000, 0, 5000, 0)
(50000, 34, 10821, 11877, 13656, 14949, 16567, 16826, 1221, 2000, 1500, 2000, 2000, 4000)
(480000, 41, 44018, 74152, 107675, 110289, 100520, 37080, 35176, 45000, 12022, 14000, 14000, 10000)
(50000, 46, 35713, 15392, 16099, 16418, 16765, 17484, 1561, 1268, 587, 611, 1000, 2000)
(180000, 28, 78128, 81976, 83338, 90031, 93692, 96100, 5000, 4000, 8000, 5000, 4000, 5500)
(80000, 28, 47933, 39695, 42372, 41393, 42275, 43418, 2100, 3650, 0, 1700, 2000, 3000)
(200000, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
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(50000, 34, 44036, 35498, 33043, 25556, 24389, 25436, 4500, 4000, 3000, 2500, 4000, 2500)
(390000, 27, 375023, 376767, 359292, 348513, 272077, 225079, 13313, 13705, 15454, 144206, 9000, 10000)
(150000, 25, 114074, 116313, 118700, 115328, 121084, 123473, 5600, 5700, 0, 9200, 4500, 0)
(170000, 38, 153123, 151050, 148362, 142223, 126060, 123978, 7000, 6000, 5012, 5000, 5000, 5000)
(290000, 33, 413, 486, 820, 60, 1773, 3904, 486, 820, 60, 1773, 3904, 0)
(100000, 50, 36925, 38324, 39680, 41687, 43607, 43739, 2000, 2000, 2680, 2600, 1000, 5261)
(40000, 24, 25618, 26701, 30421, 29633, 31548, 30889, 1800, 4500, 0, 2400, 0, 3000)
(80000, 30, 2994, 16709, 29459, 30472, 36317, 21671, 16709, 29469, 5000, 10000, 2000, 3000)
(240000, 33, 8383, 3470, 2220, 2220, 3356, 2220, 3470, 2220, 2220, 3356, 2220, 3829)
(60000, 27, 5087, 7236, 8104, 7825, 8580, 8300, 2410, 1131, 0, 886, 0, 332)
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(360000, 32, 272112, 272444, 256974, 241226, 241673, 233157, 10130, 12649, 8916, 7725, 8900, 6956)
(50000, 26, 35429, 30626, 30241, 20284, 19166, 19567, 1537, 1947, 800, 1000, 718, 683)
(180000, 37, 491, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3738)
(60000, 48, 43533, 39252, 38051, 37988, 38725, 39685, 1700, 1700, 2000, 1500, 1600, 1000)
(70000, 25, 50224, 58639, 11512, 10586, 20389, 17369, 10000, 10000, 0, 10000, 0, 33000)
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(30000, 25, 29745, 16309, 5235, 3122, 11446, 1914, 2500, 1517, 2000, 11446, 1914, 6699)
(240000, 47, 2500, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(30000, 34, 26774, 28014, 29248, 29254, 19837, 14793, 2000, 1694, 1200, 8697, 2000, 1000)
(200000, 29, 34391, 26945, 26349, 26925, 27841, 29368, 1507, 1427, 1003, 2000, 2000, 1060)
(110000, 26, 10183, 11971, 8164, 10895, 13503, 16227, 2000, 2000, 3000, 3000, 3000, 2000)
(320000, 43, 110032, 110045, 112393, 111541, 114934, 118228, 4028, 4000, 5000, 5000, 5000, 5000)
(150000, 27, 8404, 4493, 11848, 7435, 3685, 3545, 4493, 11848, 7435, 0, 3545, 5718)
(130000, 34, 0, 5396, 10270, 13576, 13864, 14636, 5396, 5000, 3500, 501, 1000, 2000)
(70000, 29, 33786, 34730, 35878, 36392, 36990, 37751, 1800, 2000, 1400, 1500, 1500, 1600)
(360000, 33, 10571, 11174, 10000, 10000, 18335, 18889, 11174, 10000, 10000, 18335, 18889, 19775)
(50000, 38, 33801, 27027, 24459, 23161, 22282, 20537, 1433, 1319, 773, 787, 757, 615)
(10000, 44, 10422, 9775, 10964, 11153, 10762, 10126, 0, 2500, 1000, 400, 0, 672)
(180000, 37, 62140, 65729, 68709, 70465, 72335, 74807, 5311, 4657, 3500, 3650, 3800, 3500)
(110000, 41, 120767, 133593, 125852, 118254, 120537, 112021, 24800, 4400, 4300, 4205, 4500, 4304)
(500000, 44, 380502, 295489, 206296, 354521, 358009, 394932, 10481, 12042, 160042, 46043, 53181, 15071)
(30000, 38, 17628, 20024, 20424, 20601, 19992, 19392, 3000, 1000, 786, 0, 0, 0)
(110000, 30, 60290, 61688, 63100, 70391, 68661, 77511, 3000, 3000, 9000, 0, 10000, 3000)
(120000, 29, 118303, 98232, 150952, 77639, 79966, 61248, 3358, 3400, 6000, 3200, 4000, 845)
(50000, 48, 12592, 12899, 7313, 8036, 3949, 26984, 2017, 2000, 1200, 100, 26984, 5000)
(70000, 47, 40862, 38910, 25151, 25433, 25544, 24573, 1421, 2524, 1584, 695, 686, 525)
(350000, 33, 82964, 68532, 17926, 17966, 30741, 31088, 68940, 18018, 18058, 30897, 31244, 88461)
(20000, 28, 780, 1180, 0, 410, 0, -2000, 1180, 0, 410, 1000, 2000, 2000)
(480000, 39, 106660, 400000, 66270, 80274, 82160, 110773, 302000, 66270, 15000, 3044, 30042, 34048)
(200000, 37, 4757, 6170, 7408, 8250, 9250, 9750, 1500, 1500, 1000, 1000, 500, 1500)
(30000, 28, 28347, 29880, 29588, 30687, 25637, 26468, 2000, 2000, 2200, 0, 1800, 0)

Executing Clustering Algorithm: Swap
    ......Leaf n=1 <0> sm=[   380000       38   365427   363267   372261   375423   359527   361201    14008    17000    13070    15000    13000    14000 ] ss=9.50392e+11
    .....Split cd=4 cv=2.063e+05 nd=2 sm=[  8.8e+05       82 7.459e+05 6.588e+05 5.786e+05 7.299e+05 7.175e+05 7.561e+05 2.449e+04 2.904e+04 1.731e+05 6.104e+04 6.618e+04 2.907e+04 ] ss=1.916e+12
    ......Leaf n=1 <89> sm=[    5e+05       44 3.805e+05 2.955e+05 2.063e+05 3.545e+05 3.58e+05 3.949e+05 1.048e+04 1.204e+04  1.6e+05 4.604e+04 5.318e+04 1.507e+04 ] ss=9.655e+11
    ....Split cd=5 cv=3.485e+05 nd=3 sm=[ 1.27e+06      109 1.121e+06 1.036e+06 9.378e+05 1.078e+06 9.896e+05 9.812e+05 3.78e+04 4.275e+04 1.886e+05 2.052e+05 7.518e+04 3.907e+04 ] ss=2.747e+12
    .....Leaf n=1 <58> sm=[  3.9e+05       27 3.75e+05 3.768e+05 3.593e+05 3.485e+05 2.721e+05 2.251e+05 1.331e+04 1.37e+04 1.545e+04 1.442e+05     9000    1e+04 ] ss=8.315e+11
    ...Split cd=2 cv=2.721e+05 nd=4 sm=[ 1.63e+06      141 1.393e+06 1.308e+06 1.195e+06 1.32e+06 1.231e+06 1.214e+06 4.793e+04 5.54e+04 1.975e+05 2.13e+05 8.408e+04 4.603e+04 ] ss=3.263e+12
    ....Leaf n=1 <69> sm=[  3.6e+05       32 2.721e+05 2.724e+05 2.57e+05 2.412e+05 2.417e+05 2.332e+05 1.013e+04 1.265e+04     8916     7725     8900     6956 ] ss=5.154e+11
    ..Split cd=7 cv=1.965e+05 nd=5 sm=[ 2.11e+06      180  1.5e+06 1.708e+06 1.261e+06  1.4e+06 1.313e+06 1.325e+06 3.499e+05 1.217e+05 2.125e+05 2.16e+05 1.141e+05 8.008e+04 ] ss=3.792e+12
    ...Leaf n=1 <97> sm=[  4.8e+05       39 1.067e+05    4e+05 6.627e+04 8.027e+04 8.216e+04 1.108e+05 3.02e+05 6.627e+04  1.5e+04     3044 3.004e+04 3.405e+04 ] ss=5.295e+11
    .Split cd=3 cv=1.978e+05 nd=17 sm=[ 6.49e+06      588 1.99e+06 2.218e+06 1.804e+06 2.045e+06 1.858e+06 1.793e+06 5.224e+05 2.95e+05 4.385e+05 3.524e+05 2.286e+05 3.696e+05 ] ss=5.862e+12
    ...Leaf n=1 <10> sm=[    4e+05       31 1.857e+05 1.897e+05 1.945e+05 1.993e+05 2.035e+05 1.958e+05     7000     8000     8000     7500     9000     5000 ] ss=3.881e+11
    ..Split cd=7 cv=1.958e+05 nd=12 sm=[ 4.38e+06      408 4.906e+05 5.097e+05 5.433e+05 6.446e+05 5.449e+05 4.678e+05 1.725e+05 1.733e+05 2.26e+05 1.364e+05 1.145e+05 2.895e+05 ] ss=2.07e+12
    ....Leaf n=1 <80> sm=[  3.2e+05       43  1.1e+05  1.1e+05 1.124e+05 1.115e+05 1.149e+05 1.182e+05     4028     4000     5000     5000     5000     5000 ] ss=1.79e+11
    ...Split cd=2 cv=1.1e+05 nd=11 sm=[ 3.98e+06      377 3.05e+05  3.2e+05 3.488e+05 4.453e+05 3.414e+05 2.72e+05 1.655e+05 1.653e+05 2.18e+05 1.289e+05 1.055e+05 2.845e+05 ] ss=1.682e+12
    .....Leaf n=1 <67> sm=[    4e+05       34 1.015e+04     5869     5750 1.329e+05 2.178e+04 4.105e+04     5869     5750 1.329e+05 2.178e+04 2.052e+04 7.498e+04 ] ss=2.042e+11
    ....Split cd=5 cv=1.329e+05 nd=10 sm=[ 3.66e+06      334 1.949e+05  2.1e+05 2.364e+05 3.338e+05 2.264e+05 1.538e+05 1.615e+05 1.613e+05 2.13e+05 1.239e+05 1.005e+05 2.795e+05 ] ss=1.503e+12
    ......Leaf n=1 <51> sm=[  4.8e+05       41 4.402e+04 7.415e+04 1.077e+05 1.103e+05 1.005e+05 3.708e+04 3.518e+04  4.5e+04 1.202e+04  1.4e+04  1.4e+04    1e+04 ] ss=2.77e+11
    .....Split cd=4 cv=1.077e+05 nd=9 sm=[ 3.26e+06      300 1.848e+05 2.041e+05 2.306e+05 2.009e+05 2.047e+05 1.127e+05 1.556e+05 1.556e+05 8.01e+04 1.021e+05 7.995e+04 2.045e+05 ] ss=1.299e+12
    .......Leaf n=1 <16> sm=[  3.5e+05       36 2.849e+04 2.893e+04 2.056e+04 2.987e+04 3.759e+04 1.531e+04 2.895e+04 2.056e+04 2.988e+04 2.77e+04     5330 3.199e+04 ] ss=1.311e+11
    ......Split cd=6 cv=3.759e+04 nd=8 sm=[ 2.78e+06      259 1.408e+05 1.299e+05 1.23e+05 9.062e+04 1.041e+05 7.563e+04 1.204e+05 1.106e+05 6.808e+04 8.814e+04 6.595e+04 1.945e+05 ] ss=1.022e+12
    ........Leaf n=1 <95> sm=[  3.5e+05       33 8.296e+04 6.853e+04 1.793e+04 1.797e+04 3.074e+04 3.109e+04 6.894e+04 1.802e+04 1.806e+04 3.09e+04 3.124e+04 8.846e+04 ] ss=1.518e+11
    .......Split cd=8 cv=6.894e+04 nd=7 sm=[ 2.43e+06      223 1.123e+05 1.01e+05 1.024e+05 6.075e+04 6.656e+04 6.032e+04 9.146e+04    9e+04 3.82e+04 6.044e+04 6.062e+04 1.625e+05 ] ss=8.905e+11
    .........Leaf n=1 <68> sm=[    4e+05       30 1.282e+04 1.546e+04 5.004e+04 2.207e+04     6712     5286     5427 3.75e+04 1.008e+04      233     5312     6991 ] ss=1.651e+11
    ........Split cd=0 cv=3.775e+05 nd=6 sm=[ 2.08e+06      190 2.93e+04 3.248e+04 8.447e+04 4.278e+04 3.582e+04 2.924e+04 2.252e+04 7.198e+04 2.014e+04 2.954e+04 2.938e+04 7.408e+04 ] ss=7.387e+11
    ..........Leaf n=1 <84> sm=[  3.6e+05       33 1.057e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.978e+04 ] ss=1.321e+11
    .........Split cd=3 cv=1.117e+04 nd=5 sm=[ 1.68e+06      160 1.648e+04 1.702e+04 3.443e+04 2.071e+04 2.91e+04 2.395e+04 1.709e+04 3.448e+04 1.006e+04 2.931e+04 2.406e+04 6.709e+04 ] ss=5.736e+11
    ...........Leaf n=1 <35> sm=[  3.6e+05       29     1766     4500 1.47e+04 1.069e+04     1968     1272     4534 1.47e+04        0     2141     1272 2.408e+04 ] ss=1.308e+11
    ..........Split cd=9 cv=1.47e+04 nd=4 sm=[ 1.32e+06      127     5906     5842 2.443e+04 1.071e+04 1.077e+04     5060     5920 2.448e+04       60 1.098e+04     5176 4.732e+04 ] ss=4.414e+11
    ............Leaf n=1 <61> sm=[  2.9e+05       33      413      486      820       60     1773     3904      486      820       60     1773     3904        0 ] ss=8.414e+10
    ...........Split cd=7 cv=  3904 nd=3 sm=[  9.6e+05       98     4140     1342     9735       25     8801     3788     1386     9779       60     8836     3904 2.324e+04 ] ss=3.107e+11
    .............Leaf n=1 <42> sm=[  3.1e+05       30      -44      -44     8915      -35     7028     -116        0     8959        0     7063        0 2.324e+04 ] ss=9.69e+10
    ............Split cd=10 cv=     0 nd=2 sm=[  6.7e+05       65     3727      856     8915      -35     7028     -116      900     8959        0     7063        0 2.324e+04 ] ss=2.265e+11
    .............Leaf n=1 <37> sm=[  3.6e+05       35     3771      900        0        0        0        0      900        0        0        0        0        0 ] ss=1.296e+11
    Split cd=0 cv=2.55e+05 nd=100 sm=[ 1.58e+07     3474 5.721e+06 5.649e+06 5.31e+06 5.111e+06 4.887e+06 4.674e+06 8.118e+05 7.558e+05 6.672e+05 6.325e+05  4.6e+05 7.163e+05 ] ss=9.277e+12
    ..Leaf n=1 <45> sm=[  2.4e+05       42 2.381e+05 2.422e+05 2.257e+05 2.102e+05 2.083e+05 2.038e+05 1.207e+04 1.001e+04    1e+04    1e+04    1e+04 3.03e+04 ] ss=3.544e+11
    .Split cd=3 cv=1.978e+05 nd=83 sm=[ 9.31e+06     2886 3.73e+06 3.431e+06 3.506e+06 3.067e+06 3.028e+06 2.881e+06 2.894e+05 4.608e+05 2.287e+05 2.801e+05 2.314e+05 3.467e+05 ] ss=3.414e+12
    ...Leaf n=1 <39> sm=[    2e+05       36 1.901e+05 1.945e+05 1.942e+05 1.895e+05 1.87e+05 1.871e+05     9000     9000     8000    1e+04     8000     7000 ] ss=2.58e+11
    ..Split cd=7 cv=1.871e+05 nd=82 sm=[ 9.07e+06     2844 3.492e+06 3.189e+06 3.28e+06 2.856e+06 2.82e+06 2.677e+06 2.773e+05 4.508e+05 2.187e+05 2.701e+05 2.214e+05 3.164e+05 ] ss=3.06e+12
    ....Leaf n=1 <19> sm=[    2e+05       43 2.022e+05    -4359 1.908e+05 9.669e+04 1.001e+05 1.025e+05     1029    2e+05    1e+04     5000     4000     4000 ] ss=1.874e+11
    ...Split cd=2 cv=1.902e+05 nd=81 sm=[ 8.87e+06     2808 3.302e+06 2.994e+06 3.086e+06 2.667e+06 2.633e+06 2.49e+06 2.683e+05 4.418e+05 2.107e+05 2.601e+05 2.134e+05 3.094e+05 ] ss=2.802e+12
    .....Leaf n=1 <25> sm=[  1.5e+05       23 1.465e+05 1.479e+05 1.47e+05 1.472e+05 1.468e+05 1.037e+05     6380     4570     4500     5000     3300     1300 ] ss=1.415e+11
    ....Split cd=5 cv=1.472e+05 nd=80 sm=[ 8.67e+06     2765  3.1e+06 2.999e+06 2.895e+06 2.57e+06 2.533e+06 2.387e+06 2.673e+05 2.418e+05 2.007e+05 2.551e+05 2.094e+05 3.054e+05 ] ss=2.615e+12
    ......Leaf n=1 <14> sm=[    2e+05       40 1.874e+05 1.926e+05 1.965e+05 7.617e+04 7.681e+04 7.204e+04     8124     8339     5004     2961     2579     2761 ] ss=1.679e+11
    .....Split cd=4 cv=1.861e+05 nd=79 sm=[ 8.52e+06     2742 2.953e+06 2.851e+06 2.748e+06 2.423e+06 2.386e+06 2.284e+06 2.609e+05 2.372e+05 1.962e+05 2.501e+05 2.061e+05 3.041e+05 ] ss=2.473e+12
    .......Leaf n=1 <60> sm=[  1.7e+05       38 1.531e+05 1.51e+05 1.484e+05 1.422e+05 1.261e+05 1.24e+05     7000     6000     5012     5000     5000     5000 ] ss=1.488e+11
    ......Split cd=6 cv=1.261e+05 nd=78 sm=[ 8.32e+06     2702 2.766e+06 2.658e+06 2.552e+06 2.347e+06 2.309e+06 2.212e+06 2.528e+05 2.289e+05 1.912e+05 2.471e+05 2.035e+05 3.013e+05 ] ss=2.305e+12
    ........Leaf n=1 <88> sm=[  1.1e+05       41 1.208e+05 1.336e+05 1.259e+05 1.183e+05 1.205e+05 1.12e+05 2.48e+04     4400     4300     4205     4500     4304 ] ss=1.021e+11
    .......Split cd=8 cv=2.48e+04 nd=77 sm=[ 8.15e+06     2664 2.613e+06 2.507e+06 2.403e+06 2.205e+06 2.183e+06 2.088e+06 2.458e+05 2.229e+05 1.862e+05 2.421e+05 1.985e+05 2.963e+05 ] ss=2.156e+12
    ...........Leaf n=1 <22> sm=[  1.7e+05       45 1.146e+05 1.174e+05 1.196e+05 1.114e+05 1.136e+05 9.841e+04     6305     6000     6000     3854     5000     8000 ] ss=1.053e+11
    ..........Split cd=9 cv=  6000 nd=3 sm=[    5e+05      107 3.316e+05 3.383e+05 3.241e+05 3.142e+05 3.239e+05 3.135e+05 1.69e+04 1.58e+04 1.001e+04 1.705e+04 1.35e+04  1.2e+04 ] ss=2.972e+11
    ............Leaf n=1 <59> sm=[  1.5e+05       25 1.141e+05 1.163e+05 1.187e+05 1.153e+05 1.211e+05 1.235e+05     5600     5700        0     9200     4500        0 ] ss=1.065e+11
    ...........Split cd=2 cv=1.029e+05 nd=2 sm=[  3.3e+05       62 2.17e+05 2.209e+05 2.045e+05 2.028e+05 2.102e+05 2.151e+05 1.06e+04     9800     4010 1.32e+04     8500     4000 ] ss=1.919e+11
    ............Leaf n=1 <33> sm=[  1.8e+05       37 1.029e+05 1.046e+05 8.58e+04 8.746e+04 8.916e+04 9.161e+04     5000     4100     4010     4000     4000     4000 ] ss=8.54e+10
    .........Split cd=3 cv=9.673e+04 nd=26 sm=[  4.9e+06      920 7.793e+05 6.861e+05 6.874e+05 6.965e+05 7.309e+05 6.807e+05 7.189e+04 9.158e+04 8.788e+04 1.222e+05 7.392e+04 1.217e+05 ] ss=1.305e+12
    ...........Leaf n=1 <36> sm=[    2e+05       30 3.84e+04 2.069e+04 2.793e+04 1.258e+04 4.503e+04 1.984e+04        0 1.502e+04        0 4.503e+04    2e+04 4.501e+04 ] ss=4.994e+10
    ..........Split cd=9 cv=1.502e+04 nd=23 sm=[  4.4e+06      813 4.477e+05 3.478e+05 3.633e+05 3.823e+05 4.07e+05 3.672e+05 5.499e+04 7.578e+04 7.787e+04 1.051e+05 6.042e+04 1.097e+05 ] ss=1.008e+12
    ............Leaf n=1 <46> sm=[  2.1e+05       31 8.294e+04 8.458e+04 8.636e+04 8.815e+04 9.365e+04 8.217e+04     3024     3134     3228     7000        0     3000 ] ss=8.897e+10
    ...........Split cd=2 cv=8.294e+04 nd=22 sm=[  4.2e+06      783 4.093e+05 3.271e+05 3.354e+05 3.697e+05 3.62e+05 3.473e+05 5.499e+04 6.077e+04 7.787e+04 6.011e+04 4.042e+04 6.473e+04 ] ss=9.577e+11
    .............Leaf n=1 <53> sm=[  1.8e+05       28 7.813e+04 8.198e+04 8.334e+04 9.003e+04 9.369e+04 9.61e+04     5000     4000     8000     5000     4000     5500 ] ss=7.846e+10
    ............Split cd=7 cv=9.254e+04 nd=21 sm=[ 3.99e+06      752 3.263e+05 2.426e+05 2.49e+05 2.815e+05 2.683e+05 2.652e+05 5.196e+04 5.763e+04 7.464e+04 5.311e+04 4.042e+04 6.173e+04 ] ss=8.687e+11
    ..............Leaf n=1 <87> sm=[  1.8e+05       37 6.214e+04 6.573e+04 6.871e+04 7.046e+04 7.234e+04 7.481e+04     5311     4657     3500     3650     3800     3500 ] ss=6.12e+10
    .............Split cd=4 cv=6.871e+04 nd=20 sm=[ 3.81e+06      724 2.482e+05 1.606e+05 1.657e+05 1.915e+05 1.747e+05 1.691e+05 4.696e+04 5.363e+04 6.664e+04 4.811e+04 3.642e+04 5.623e+04 ] ss=7.902e+11
    ...............Leaf n=1 <44> sm=[  1.6e+05       25     8030     8030     8030 1.907e+04 1.536e+04 1.085e+04     8030     8030 1.907e+04     5359      377     5877 ] ss=2.707e+10
    ..............Split cd=10 cv=1.907e+04 nd=19 sm=[ 3.63e+06      687 1.861e+05 9.485e+04 9.698e+04 1.21e+05 1.023e+05 9.427e+04 4.165e+04 4.898e+04 6.314e+04 4.446e+04 3.262e+04 5.273e+04 ] ss=7.29e+11
    ................Leaf n=1 <78> sm=[    2e+05       29 3.439e+04 2.694e+04 2.635e+04 2.692e+04 2.784e+04 2.937e+04     1507     1427     1003     2000     2000     1060 ] ss=4.498e+10
    ...............Split cd=5 cv=2.692e+04 nd=18 sm=[ 3.47e+06      662 1.78e+05 8.682e+04 8.895e+04 1.02e+05 8.696e+04 8.343e+04 3.362e+04 4.095e+04 4.408e+04 3.91e+04 3.225e+04 4.685e+04 ] ss=7.02e+11
    .................Leaf n=1 <43> sm=[  2.3e+05       44 5.48e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.701e+04 ] ss=5.765e+10
    ................Split cd=11 cv=1.512e+04 nd=17 sm=[ 3.27e+06      633 1.437e+05 5.987e+04 6.26e+04 7.504e+04 5.912e+04 5.406e+04 3.212e+04 3.952e+04 4.307e+04 3.71e+04 3.025e+04 4.579e+04 ] ss=6.57e+11
    ..................Leaf n=1 <5> sm=[    2e+05       26 2.274e+04 1.217e+04 1.433e+04 1.622e+04     9915 1.123e+04     3000     6000     3000     2003     3101      530 ] ss=4.143e+10
    .................Split cd=6 cv=  9915 nd=16 sm=[ 3.04e+06      589 8.885e+04 4.824e+04 5.761e+04 6.882e+04  4.4e+04 3.664e+04 2.048e+04 3.453e+04 3.685e+04 2.198e+04 1.282e+04 2.878e+04 ] ss=5.993e+11
    ....................Leaf n=1 <98> sm=[    2e+05       37     4757     6170     7408     8250     9250     9750     1500     1500     1000     1000      500     1500 ] ss=4.037e+10
    ...................Split cd=3 cv=  6170 nd=8 sm=[ 1.74e+06      312 2.277e+04 1.56e+04 2.315e+04 3.758e+04 2.247e+04 1.566e+04     8366 1.345e+04 2.27e+04 1.422e+04     3125 1.336e+04 ] ss=3.821e+11
    .....................Leaf n=1 <65> sm=[  2.4e+05       33     8383     3470     2220     2220     3356     2220     3470     2220     2220     3356     2220     3829 ] ss=5.776e+10
    ....................Split cd=7 cv=  2220 nd=7 sm=[ 1.54e+06      275 1.801e+04     9426 1.575e+04 2.933e+04 1.322e+04     5905     6866 1.195e+04 2.17e+04 1.322e+04     2625 1.186e+04 ] ss=3.417e+11
    ......................Leaf n=1 <18> sm=[  2.3e+05       30     1855      187     6254 1.655e+04     6392     1828        0     6270 1.408e+04     6396        9     6172 ] ss=5.358e+10
    .....................Split cd=13 cv=  6172 nd=6 sm=[  1.3e+06      242     9630     5956 1.353e+04 2.711e+04     9860     3685     3396     9731 1.948e+04     9864      405     8029 ] ss=2.84e+11
    .......................Leaf n=1 <29> sm=[  2.1e+05       36     4879     5373     6811 1.016e+04     2922     1461     3000     3000     5000     2922        0     1461 ] ss=4.437e+10
    ......................Split cd=2 cv=  4879 nd=5 sm=[ 1.07e+06      212     7775     5769     7272 1.056e+04     3468     1857     3396     3461     5396     3468      396     1857 ] ss=2.304e+11
    ........................Leaf n=1 <23> sm=[    2e+05       60      396      396      461      396      546      396      396      461      396      546      396      396 ] ss=4e+10
    .......................Split cd=4 cv=   461 nd=4 sm=[  8.6e+05      176     2896      396      461      396      546      396      396      461      396      546      396      396 ] ss=1.86e+11
    .........................Leaf n=1 <76> sm=[  2.4e+05       47     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.761e+10
    ........................Split cd=0 cv=2.244e+05 nd=3 sm=[  6.6e+05      116     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=1.46e+11
    ..........................Leaf n=1 <12> sm=[  2.2e+05       33        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4.84e+10
    .........................Split cd=12 cv=     0 nd=2 sm=[  4.2e+05       69        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=8.84e+10
    ..........................Leaf n=1 <55> sm=[    2e+05       36        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+10
    ..................Split cd=0 cv=1.938e+05 nd=15 sm=[ 2.84e+06      563 6.612e+04 3.607e+04 4.328e+04 5.26e+04 3.408e+04 2.541e+04 1.748e+04 2.853e+04 3.385e+04 1.998e+04     9720 2.825e+04 ] ss=5.579e+11
    ....................Leaf n=1 <56> sm=[  1.6e+05       37 1.675e+04     9715     5140     5379     3183     5120     1100     1500     1500     1000     2000     4000 ] ss=2.609e+10
    ...................Split cd=3 cv=  9715 nd=7 sm=[  1.1e+06      251 4.335e+04 2.047e+04 2.013e+04 1.502e+04 1.162e+04     9754     9119 1.508e+04 1.115e+04     5760     6595 1.49e+04 ] ss=1.758e+11
    .....................Leaf n=1 <81> sm=[  1.5e+05       27     8404     4493 1.185e+04     7435     3685     3545     4493 1.185e+04     7435        0     3545     5718 ] ss=2.307e+10
    ....................Split cd=7 cv=  3545 nd=6 sm=[  9.4e+05      214 2.66e+04 1.076e+04 1.499e+04     9641     8436     4634     8019 1.358e+04     9650     4760     4595 1.09e+04 ] ss=1.497e+11
    ......................Leaf n=1 <71> sm=[  1.8e+05       37      491        0        0        0        0        0        0        0        0        0        0     3738 ] ss=3.241e+10
    .....................Split cd=13 cv=  3738 nd=5 sm=[  7.9e+05      187 1.819e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     5178 ] ss=1.267e+11
    .......................Leaf n=1 <17> sm=[  1.5e+05       36     5253        0        0        0        0        0        0        0        0        0        0        0 ] ss=2.253e+10
    ......................Split cd=2 cv=  5253 nd=4 sm=[  6.1e+05      150 1.77e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=9.425e+10
    ........................Leaf n=1 <34> sm=[  1.8e+05       33     4520     1449     1730     2215     1525     1050     1453     1731     2215     1525     1050     1440 ] ss=3.245e+10
    .......................Split cd=4 cv=  1730 nd=3 sm=[  4.6e+05      114 1.245e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=7.173e+10
    .........................Leaf n=1 <8> sm=[  1.4e+05       51     4885      649       -9       -9     3177      -10      650        0        0     3186        0        0 ] ss=1.964e+10
    ........................Split cd=0 cv=1.4e+05 nd=2 sm=[  2.8e+05       81     7928     4817     1411       -9     3226       39     2073        2        0     3235        0        0 ] ss=3.928e+10
    .........................Leaf n=1 <41> sm=[  1.4e+05       30     3043     4168     1420        0       49       49     1423        2        0       49        0        0 ] ss=1.963e+10
    ........Split cd=0 cv=1.325e+05 nd=76 sm=[ 8.04e+06     2623 2.492e+06 2.374e+06 2.277e+06 2.086e+06 2.063e+06 1.976e+06 2.21e+05 2.185e+05 1.819e+05 2.379e+05 1.94e+05 2.92e+05 ] ss=2.054e+12
    ...........Leaf n=1 <74> sm=[  1.2e+05       42 1.122e+05 1.145e+05 1.169e+05 1.192e+05 1.218e+05 1.155e+05     4097     4278     4308 1.154e+04     5685     4390 ] ss=9.639e+10
    ..........Split cd=9 cv=  4278 nd=2 sm=[  2.4e+05       71 2.305e+05 2.127e+05 2.679e+05 1.969e+05 2.018e+05 1.767e+05     7455     7678 1.031e+04 1.474e+04     9685     5235 ] ss=1.735e+11
    ...........Leaf n=1 <92> sm=[  1.2e+05       29 1.183e+05 9.823e+04 1.51e+05 7.764e+04 7.997e+04 6.125e+04     3358     3400     6000     3200     4000      845 ] ss=7.709e+10
    .........Split cd=3 cv=9.673e+04 nd=50 sm=[ 3.14e+06     1703 1.713e+06 1.688e+06 1.59e+06 1.39e+06 1.332e+06 1.295e+06 1.491e+05 1.269e+05 9.403e+04 1.157e+05 1.201e+05 1.703e+05 ] ss=7.494e+11
    ...........Leaf n=1 <64> sm=[    8e+04       30     2994 1.671e+04 2.946e+04 3.047e+04 3.632e+04 2.167e+04 1.671e+04 2.947e+04     5000    1e+04     2000     3000 ] ss=1.156e+10
    ..........Split cd=9 cv=2.947e+04 nd=48 sm=[  2.9e+06     1632 1.482e+06 1.475e+06 1.322e+06 1.193e+06 1.13e+06 1.118e+06 1.416e+05 1.192e+05 8.372e+04 1.009e+05 1.104e+05 1.65e+05 ] ss=5.759e+11
    ............Leaf n=1 <40> sm=[    9e+04       36 8.616e+04 9.241e+04 9.005e+04 8.698e+04 6.708e+04 6.653e+04     8600        0     4100     5000     5000     5000 ] ss=4.883e+10
    ...........Split cd=2 cv=8.616e+04 nd=47 sm=[ 2.82e+06     1602 1.479e+06 1.458e+06 1.293e+06 1.163e+06 1.094e+06 1.097e+06 1.249e+05 8.973e+04 7.872e+04 9.095e+04 1.084e+05 1.62e+05 ] ss=5.643e+11
    .............Leaf n=1 <91> sm=[  1.1e+05       30 6.029e+04 6.169e+04 6.31e+04 7.039e+04 6.866e+04 7.751e+04     3000     3000     9000        0    1e+04     3000 ] ss=3.941e+10
    ............Split cd=7 cv=7.751e+04 nd=46 sm=[ 2.73e+06     1566 1.393e+06 1.366e+06 1.203e+06 1.076e+06 1.027e+06 1.03e+06 1.163e+05 8.973e+04 7.462e+04 8.595e+04 1.034e+05 1.57e+05 ] ss=5.155e+11
    ..............Leaf n=1 <1> sm=[    8e+04       46 7.618e+04 7.831e+04 7.984e+04 4.05e+04 4.135e+04 4.235e+04     3345     3344     1447     1497     1686     1509 ] ss=2.988e+10
    .............Split cd=4 cv=7.984e+04 nd=45 sm=[ 2.62e+06     1536 1.333e+06 1.304e+06 1.14e+06 1.005e+06 9.58e+05 9.526e+05 1.133e+05 8.673e+04 6.562e+04 8.595e+04 9.341e+04 1.54e+05 ] ss=4.761e+11
    ...............Leaf n=1 <30> sm=[    5e+04       50 4.893e+04 4.516e+04 2.776e+04 1.924e+04 1.558e+04 1.589e+04     2036     1243     3991      712      715      582 ] ss=8.592e+09
    ..............Split cd=10 cv=  3991 nd=44 sm=[ 2.54e+06     1490 1.257e+06 1.226e+06 1.06e+06 9.647e+05 9.166e+05 9.102e+05  1.1e+05 8.338e+04 6.418e+04 8.445e+04 9.172e+04 1.525e+05 ] ss=4.462e+11
    ................Leaf n=1 <9> sm=[    8e+04       34 8.188e+04 8.181e+04 7.835e+04 7.881e+04 4.906e+04 4.876e+04     3650        0     3328     1888     1787     1960 ] ss=3.697e+10
    ...............Split cd=5 cv=7.356e+04 nd=43 sm=[ 2.49e+06     1440 1.208e+06 1.181e+06 1.032e+06 9.454e+05 9.01e+05 8.944e+05 1.079e+05 8.214e+04 6.019e+04 8.374e+04 9.101e+04 1.519e+05 ] ss=4.376e+11
    .................Leaf n=1 <75> sm=[    3e+04       25 2.974e+04 1.631e+04     5235     3122 1.145e+04     1914     2500     1517     2000 1.145e+04     1914     6699 ] ss=2.415e+09
    ................Split cd=11 cv=1.145e+04 nd=42 sm=[ 2.41e+06     1406 1.126e+06 1.099e+06 9.537e+05 8.666e+05 8.52e+05 8.456e+05 1.043e+05 8.214e+04 5.686e+04 8.185e+04 8.922e+04  1.5e+05 ] ss=4.006e+11
    ...................Leaf n=1 <3> sm=[  1.2e+05       32 6.032e+04 6.176e+04 6.315e+04 6.452e+04 6.634e+04 6.81e+04     3000     3000     3000     3000     3000        0 ] ss=3.909e+10
    ..................Split cd=0 cv= 9e+04 nd=2 sm=[  2.1e+05       82 1.193e+05 1.258e+05 1.285e+05 1.298e+05 1.331e+05 1.357e+05     9000     6000     5300     5500     6000     2500 ] ss=7.237e+10
    ...................Leaf n=1 <13> sm=[    9e+04       50 5.898e+04  6.4e+04 6.53e+04 6.523e+04 6.672e+04 6.756e+04     6000     3000     2300     2500     3000     2500 ] ss=3.328e+10
    .................Split cd=6 cv=6.298e+04 nd=41 sm=[ 2.38e+06     1381 1.096e+06 1.082e+06 9.485e+05 8.635e+05 8.405e+05 8.437e+05 1.018e+05 8.062e+04 5.486e+04 7.04e+04 8.731e+04 1.433e+05 ] ss=3.982e+11
    .....................Leaf n=1 <28> sm=[  1.1e+05       23 7.879e+04 7.918e+04 7.646e+04 6.014e+04 4.187e+04 3.816e+04     3400     4000     2951     1600     1540     1400 ] ss=3.729e+10
    ....................Split cd=13 cv=  1400 nd=3 sm=[  2.9e+05       99 1.901e+05 1.881e+05 1.641e+05 9.793e+04 8.745e+04 8.226e+04     7803     8675     5661 1.32e+04     4114     3080 ] ss=7.297e+10
    ......................Leaf n=1 <20> sm=[    8e+04       24 5.622e+04 5.227e+04 2.94e+04 2.098e+04 2.11e+04 2.225e+04     2000     1800     1700      759     1500     1100 ] ss=1.455e+10
    .....................Split cd=2 cv=5.512e+04 nd=2 sm=[  1.8e+05       76 1.113e+05 1.089e+05 8.762e+04 3.779e+04 4.558e+04 4.41e+04     4403     4675     2710 1.16e+04     2574     1680 ] ss=3.568e+10
    ......................Leaf n=1 <11> sm=[    1e+05       52 5.512e+04 5.664e+04 5.822e+04 1.681e+04 2.448e+04 2.185e+04     2403     2875     1010 1.084e+04     1074      580 ] ss=2.113e+10
    ...................Split cd=3 cv=4.619e+04 nd=10 sm=[  9.8e+05      344 3.146e+05 3.297e+05 3.091e+05 2.446e+05 2.383e+05 2.447e+05 3.776e+04 2.132e+04 2.224e+04 2.291e+04 1.929e+04 2.528e+04 ] ss=1.72e+11
    .....................Leaf n=1 <27> sm=[    8e+04       27      988 1.292e+04 1.226e+04     2393      407     2888 1.296e+04        0     2403      407     3176     7336 ] ss=6.97e+09
    ....................Split cd=13 cv=  7336 nd=7 sm=[  6.9e+05      245 1.245e+05 1.416e+05 1.451e+05 1.467e+05 1.509e+05 1.624e+05 2.996e+04 1.265e+04 1.658e+04     9708 1.518e+04 2.22e+04 ] ss=9.905e+10
    ......................Leaf n=1 <54> sm=[    8e+04       28 4.793e+04 3.97e+04 4.237e+04 4.139e+04 4.228e+04 4.342e+04     2100     3650        0     1700     2000     3000 ] ss=1.749e+10
    .....................Split cd=2 cv=4.306e+04 nd=6 sm=[  6.1e+05      218 1.235e+05 1.287e+05 1.328e+05 1.443e+05 1.505e+05 1.595e+05  1.7e+04 1.265e+04 1.418e+04     9301  1.2e+04 1.486e+04 ] ss=9.208e+10
    .......................Leaf n=1 <62> sm=[    1e+05       50 3.692e+04 3.832e+04 3.968e+04 4.169e+04 4.361e+04 4.374e+04     2000     2000     2680     2600     1000     5261 ] ss=2.001e+10
    ......................Split cd=4 cv=3.968e+04 nd=5 sm=[  5.3e+05      190 7.554e+04 8.898e+04 9.044e+04 1.029e+05 1.082e+05 1.161e+05 1.49e+04     9000 1.418e+04     7601    1e+04 1.186e+04 ] ss=7.459e+10
    ........................Leaf n=1 <26> sm=[    9e+04       39 2.649e+04 3.003e+04 2.927e+04 3.178e+04 3.246e+04 3.18e+04     4000        0     3000     1500        0     2600 ] ss=1.367e+10
    .......................Split cd=7 cv=3.18e+04 nd=4 sm=[  4.3e+05      140 3.862e+04 5.066e+04 5.076e+04 6.124e+04 6.459e+04 7.235e+04 1.29e+04     7000 1.15e+04     5001     9000     6600 ] ss=5.458e+10
    .........................Leaf n=1 <82> sm=[  1.3e+05       34        0     5396 1.027e+04 1.358e+04 1.386e+04 1.464e+04     5396     5000     3500      501     1000     2000 ] ss=1.77e+10
    ........................Split cd=5 cv=1.358e+04 nd=3 sm=[  3.4e+05      101 1.212e+04 2.062e+04 2.149e+04 2.947e+04 3.214e+04 4.055e+04     8896     7000     8500     3501     9000     4000 ] ss=4.091e+10
    ..........................Leaf n=1 <79> sm=[  1.1e+05       26 1.018e+04 1.197e+04     8164 1.09e+04 1.35e+04 1.623e+04     2000     2000     3000     3000     3000     2000 ] ss=1.302e+10
    .........................Split cd=6 cv=1.35e+04 nd=2 sm=[  2.1e+05       67 1.212e+04 1.523e+04 1.122e+04 1.589e+04 1.827e+04 2.592e+04     3500     2000     5000     3000     8000     2000 ] ss=2.321e+10
    ..........................Leaf n=1 <49> sm=[    1e+05       41     1941     3255     3056     4998     4769     9691     1500        0     2000        0     5000        0 ] ss=1.02e+10
    ..................Split cd=0 cv=7.125e+04 nd=39 sm=[ 2.17e+06     1299 9.767e+05 9.566e+05  8.2e+05 7.337e+05 7.075e+05 7.08e+05 9.278e+04 7.462e+04 4.956e+04 6.49e+04 8.131e+04 1.408e+05 ] ss=3.258e+11
    ....................Leaf n=1 <73> sm=[    7e+04       25 5.022e+04 5.864e+04 1.151e+04 1.059e+04 2.039e+04 1.737e+04    1e+04    1e+04        0    1e+04        0  3.3e+04 ] ss=1.321e+10
    ...................Split cd=3 cv=4.619e+04 nd=29 sm=[ 1.19e+06      955 6.621e+05 6.27e+05 5.109e+05 4.891e+05 4.691e+05 4.634e+05 5.502e+04 5.33e+04 2.731e+04 4.199e+04 6.202e+04 1.155e+05 ] ss=1.538e+11
    .....................Leaf n=1 <38> sm=[    3e+04       26 2.782e+04 2.759e+04 2.972e+04 2.881e+04 2.876e+04 1.04e+04     3000     2595     1200     1020 1.04e+04  5.1e+04 ] ss=7.811e+09
    ....................Split cd=13 cv=4.423e+04 nd=28 sm=[ 1.12e+06      930 6.119e+05 5.683e+05 4.993e+05 4.785e+05 4.487e+05 4.46e+05 4.502e+04 4.33e+04 2.731e+04 3.199e+04 6.202e+04 8.251e+04 ] ss=1.406e+11
    .......................Leaf n=1 <72> sm=[    6e+04       48 4.353e+04 3.925e+04 3.805e+04 3.799e+04 3.872e+04 3.968e+04     1700     1700     2000     1500     1600     1000 ] ss=1.302e+10
    ......................Split cd=4 cv=3.805e+04 nd=3 sm=[  1.6e+05      105 1.36e+05  1.2e+05 7.099e+04 6.344e+04 6.301e+04 6.577e+04     7700     5800     5000     4000     6350     3747 ] ss=2.868e+10
    ........................Leaf n=1 <57> sm=[    5e+04       34 4.404e+04 3.55e+04 3.304e+04 2.556e+04 2.439e+04 2.544e+04     4500     4000     3000     2500     4000     2500 ] ss=8.76e+09
    .......................Split cd=7 cv=2.544e+04 nd=2 sm=[    1e+05       57 9.246e+04 8.08e+04 3.294e+04 2.546e+04 2.429e+04 2.609e+04     6000     4100     3000     2500     4750     2747 ] ss=1.566e+10
    ........................Leaf n=1 <31> sm=[    5e+04       23 4.842e+04 4.53e+04     -100     -100     -100      650     1500      100        0        0      750      247 ] ss=6.9e+09
    .....................Split cd=2 cv=4.306e+04 nd=27 sm=[ 1.09e+06      904 5.84e+05 5.407e+05 4.696e+05 4.497e+05  4.2e+05 4.356e+05 4.202e+04 4.07e+04 2.611e+04 3.097e+04 5.162e+04 3.151e+04 ] ss=1.328e+11
    .......................Leaf n=1 <83> sm=[    7e+04       29 3.379e+04 3.473e+04 3.588e+04 3.639e+04 3.699e+04 3.775e+04     1800     2000     1400     1500     1500     1600 ] ss=1.267e+10
    ......................Split cd=4 cv=3.588e+04 nd=24 sm=[  9.3e+05      799 4.48e+05 4.207e+05 3.986e+05 3.862e+05 3.57e+05 3.698e+05 3.432e+04 3.49e+04 2.111e+04 2.697e+04 4.526e+04 2.776e+04 ] ss=1.041e+11
    ........................Leaf n=1 <63> sm=[    4e+04       24 2.562e+04 2.67e+04 3.042e+04 2.963e+04 3.155e+04 3.089e+04     1800     4500        0     2400        0     3000 ] ss=6.76e+09
    .......................Split cd=7 cv=3.089e+04 nd=23 sm=[  8.6e+05      770 4.143e+05 3.86e+05 3.628e+05 3.499e+05  3.2e+05 3.321e+05 3.252e+04 3.29e+04 1.971e+04 2.547e+04 4.376e+04 2.616e+04 ] ss=9.146e+10
    .........................Leaf n=1 <99> sm=[    3e+04       28 2.835e+04 2.988e+04 2.959e+04 3.069e+04 2.564e+04 2.647e+04     2000     2000     2200        0     1800        0 ] ss=5.787e+09
    ........................Split cd=5 cv=3.069e+04 nd=22 sm=[  8.2e+05      746 3.886e+05 3.593e+05 3.323e+05 3.202e+05 2.884e+05 3.012e+05 3.072e+04 2.84e+04 1.971e+04 2.307e+04 4.376e+04 2.316e+04 ] ss=8.47e+10
    ..........................Leaf n=1 <21> sm=[    3e+04       25 3.027e+04 3.052e+04 3.048e+04 3.053e+04 2.915e+04 2.978e+04     1932     3900     1700     1200     1180     2500 ] ss=6.377e+09
    .........................Split cd=6 cv=2.915e+04 nd=21 sm=[  7.9e+05      718 3.603e+05 3.294e+05 3.028e+05 2.895e+05 2.628e+05 2.747e+05 2.872e+04 2.64e+04 1.751e+04 2.307e+04 4.196e+04 2.316e+04 ] ss=7.891e+10
    ............................Leaf n=1 <93> sm=[    5e+04       48 1.259e+04 1.29e+04     7313     8036     3949 2.698e+04     2017     2000     1200      100 2.698e+04     5000 ] ss=4.449e+09
    ...........................Split cd=12 cv=2.659e+04 nd=10 sm=[  5.4e+05      365 2.38e+05 2.045e+05 1.741e+05 1.623e+05 1.534e+05 1.768e+05 1.447e+04 1.369e+04     9102     7697 3.478e+04 1.405e+04 ] ss=5.802e+10
    ..............................Leaf n=1 <70> sm=[    5e+04       26 3.543e+04 3.063e+04 3.024e+04 2.028e+04 1.917e+04 1.957e+04     1537     1947      800     1000      718      683 ] ss=6.778e+09
    .............................Split cd=13 cv=   683 nd=5 sm=[  2.7e+05      181 1.738e+05 1.571e+05 1.289e+05 1.151e+05 1.075e+05 1.072e+05     7263     7290     5815     4100     4801     2467 ] ss=3.712e+10
    .................................Leaf n=1 <94> sm=[    7e+04       47 4.086e+04 3.891e+04 2.515e+04 2.543e+04 2.554e+04 2.457e+04     1421     2524     1584      695      686      525 ] ss=1.063e+10
    ................................Split cd=7 cv=1.763e+04 nd=2 sm=[  1.2e+05       79 8.302e+04 7.716e+04 5.255e+04 4.902e+04 4.282e+04 4.221e+04     2893     4024     2866     1313     1326     1169 ] ss=1.83e+10
    .................................Leaf n=1 <48> sm=[    5e+04       32 4.216e+04 3.825e+04 2.74e+04 2.358e+04 1.727e+04 1.763e+04     1472     1500     1282      618      640      644 ] ss=7.664e+09
    ...............................Split cd=4 cv=2.446e+04 nd=3 sm=[  1.7e+05      117 1.168e+05 1.042e+05 7.701e+04 7.218e+04 6.51e+04 6.274e+04     4326     5343     3639     2100     2083     1784 ] ss=2.473e+10
    ................................Leaf n=1 <85> sm=[    5e+04       38 3.38e+04 2.703e+04 2.446e+04 2.316e+04 2.228e+04 2.054e+04     1433     1319      773      787      757      615 ] ss=6.432e+09
    ..............................Split cd=2 cv=2.153e+04 nd=4 sm=[  2.2e+05      155 1.384e+05 1.265e+05 9.864e+04 9.483e+04 8.837e+04 8.765e+04     5726     5343     5015     3100     4083     1784 ] ss=3.034e+10
    ...............................Leaf n=1 <2> sm=[    5e+04       38 2.153e+04 2.228e+04 2.164e+04 2.265e+04 2.328e+04 2.49e+04     1400        0     1376     1000     2000        0 ] ss=5.612e+09
    ............................Split cd=3 cv=2.091e+04 nd=9 sm=[  4.9e+05      317 2.254e+05 1.916e+05 1.667e+05 1.543e+05 1.495e+05 1.498e+05 1.246e+04 1.169e+04     7902     7597     7801     9050 ] ss=5.357e+10
    ..............................Leaf n=1 <50> sm=[    5e+04       34 1.082e+04 1.188e+04 1.366e+04 1.495e+04 1.657e+04 1.683e+04     1221     2000     1500     2000     2000     4000 ] ss=3.757e+09
    .............................Split cd=13 cv=  4000 nd=4 sm=[  2.2e+05      136 5.162e+04 3.45e+04 3.786e+04 3.919e+04 4.191e+04 4.261e+04     5192     4399     2087     3497     3000     6583 ] ss=1.645e+10
    ...............................Leaf n=1 <52> sm=[    5e+04       46 3.571e+04 1.539e+04 1.61e+04 1.642e+04 1.676e+04 1.748e+04     1561     1268      587      611     1000     2000 ] ss=5.138e+09
    ..............................Split cd=2 cv=2.151e+04 nd=3 sm=[  1.7e+05      102 4.08e+04 2.263e+04 2.42e+04 2.424e+04 2.534e+04 2.578e+04     3971     2399      587     1497     1000     2583 ] ss=1.269e+10
    ................................Leaf n=1 <66> sm=[    6e+04       27     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      332 ] ss=3.956e+09
    ...............................Split cd=4 cv=  8104 nd=2 sm=[  1.2e+05       56     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      583 ] ss=7.556e+09
    ................................Leaf n=1 <15> sm=[    6e+04       29        0        0        0        0        0        0        0        0        0        0        0      251 ] ss=3.6e+09
    ..........................Split cd=0 cv=4.062e+04 nd=20 sm=[  7.6e+05      693  3.3e+05 2.989e+05 2.723e+05 2.59e+05 2.336e+05 2.449e+05 2.679e+04 2.25e+04 1.581e+04 2.187e+04 4.078e+04 2.066e+04 ] ss=7.253e+10
    ............................Leaf n=1 <77> sm=[    3e+04       34 2.677e+04 2.801e+04 2.925e+04 2.925e+04 1.984e+04 1.479e+04     2000     1694     1200     8697     2000     1000 ] ss=4.814e+09
    ...........................Split cd=12 cv=  2000 nd=10 sm=[  2.2e+05      328 9.201e+04 9.435e+04 9.821e+04 9.666e+04 8.024e+04 6.811e+04 1.232e+04     8815     6712 1.418e+04     6000     6612 ] ss=1.452e+10
    .............................Leaf n=1 <90> sm=[    3e+04       38 1.763e+04 2.002e+04 2.042e+04 2.06e+04 1.999e+04 1.939e+04     3000     1000      786        0        0        0 ] ss=3.24e+09
    ............................Split cd=3 cv=2.002e+04 nd=9 sm=[  1.9e+05      294 6.524e+04 6.634e+04 6.896e+04 6.74e+04 6.04e+04 5.332e+04 1.032e+04     7121     5512     5480     4000     5612 ] ss=9.702e+09
    ..............................Leaf n=1 <32> sm=[    2e+04       24     3980     5075     5979     6796     6463     2255     1318     1183     1000        0        0     2440 ] ss=5.805e+08
    .............................Split cd=13 cv=  2440 nd=8 sm=[  1.6e+05      256 4.761e+04 4.632e+04 4.854e+04 4.68e+04 4.041e+04 3.393e+04     7318     6121     4726     5480     4000     5612 ] ss=6.462e+09
    ...............................Leaf n=1 <47> sm=[    2e+04       39 1.411e+04 1.122e+04 1.066e+04     7928      580        0     3520        0     1000      580        0        0 ] ss=9.155e+08
    ..............................Split cd=2 cv=1.411e+04 nd=7 sm=[  1.4e+05      232 4.363e+04 4.124e+04 4.256e+04 4.001e+04 3.395e+04 3.167e+04     6000     4938     3726     5480     4000     3172 ] ss=5.882e+09
    ................................Leaf n=1 <86> sm=[    1e+04       44 1.042e+04     9775 1.096e+04 1.115e+04 1.076e+04 1.013e+04        0     2500     1000      400        0      672 ] ss=7.75e+08
    ...............................Split cd=4 cv=1.096e+04 nd=6 sm=[  1.2e+05      193 2.952e+04 3.002e+04 3.19e+04 3.208e+04 3.337e+04 3.167e+04     2480     4938     2726     4900     4000     3172 ] ss=4.966e+09
    .................................Leaf n=1 <7> sm=[    1e+04       22 1.016e+04     9860     9565     9265 1.195e+04 1.219e+04        0        0        0     3000     1000        0 ] ss=7.792e+08
    ................................Split cd=7 cv=1.219e+04 nd=5 sm=[  1.1e+05      149 1.91e+04 2.024e+04 2.094e+04 2.092e+04 2.261e+04 2.155e+04     2480     2438     1726     4500     4000     2500 ] ss=4.191e+09
    ..................................Leaf n=1 <6> sm=[    1e+04       28     5757     6805     7662     8034     8256     8957     1300     1128      500      500     1000      500 ] ss=4.558e+08
    .................................Split cd=5 cv=  8034 nd=4 sm=[    1e+05      127     8937 1.038e+04 1.137e+04 1.166e+04 1.066e+04     9357     2480     2438     1726     1500     3000     2500 ] ss=3.412e+09
    ....................................Leaf n=1 <4> sm=[    3e+04       28        0        0     1310      816        0        0        0     1310      816        0        0        0 ] ss=9.048e+08
    ...................................Split cd=9 cv=  1310 nd=2 sm=[    7e+04       71     2400     2400     3710     3216     2400     2400        0     1310      816        0        0        0 ] ss=2.539e+09
    ....................................Leaf n=1 <24> sm=[    4e+04       43     2400     2400     2400     2400     2400     2400        0        0        0        0        0        0 ] ss=1.635e+09
    ..................................Split cd=0 cv=2.531e+04 nd=3 sm=[    9e+04       99     3180     3580     3710     3626     2400      400     1180     1310     1226     1000     2000     2000 ] ss=2.956e+09
    ...................................Leaf n=1 <96> sm=[    2e+04       28      780     1180        0      410        0    -2000     1180        0      410     1000     2000     2000 ] ss=4.167e+08
================
open file successfully.
Data Points:
(380000, 38, 365427, 363267, 372261, 375423, 359527, 361201, 14008, 17000, 13070, 15000, 13000, 14000)
(80000, 46, 76184, 78306, 79835, 40499, 41346, 42348, 3345, 3344, 1447, 1497, 1686, 1509)
(50000, 38, 21534, 22283, 21638, 22651, 23275, 24902, 1400, 0, 1376, 1000, 2000, 0)
(120000, 32, 60316, 61763, 63154, 64524, 66345, 68104, 3000, 3000, 3000, 3000, 3000, 0)
(30000, 28, 0, 0, 1310, 816, 0, 0, 0, 1310, 816, 0, 0, 0)
(200000, 26, 22737, 12169, 14328, 16222, 9915, 11226, 3000, 6000, 3000, 2003, 3101, 530)
(10000, 28, 5757, 6805, 7662, 8034, 8256, 8957, 1300, 1128, 500, 500, 1000, 500)
(10000, 22, 10160, 9860, 9565, 9265, 11951, 12189, 0, 0, 0, 3000, 1000, 0)
(140000, 51, 4885, 649, -9, -9, 3177, -10, 650, 0, 0, 3186, 0, 0)
(80000, 34, 81882, 81814, 78353, 78814, 49062, 48764, 3650, 0, 3328, 1888, 1787, 1960)
(400000, 31, 185677, 189682, 194509, 199284, 203502, 195769, 7000, 8000, 8000, 7500, 9000, 5000)
(100000, 52, 55120, 56636, 58215, 16809, 24482, 21849, 2403, 2875, 1010, 10844, 1074, 580)
(220000, 33, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(90000, 50, 58979, 64004, 65298, 65233, 66717, 67562, 6000, 3000, 2300, 2500, 3000, 2500)
(200000, 40, 187431, 192558, 196537, 76167, 76810, 72039, 8124, 8339, 5004, 2961, 2579, 2761)
(60000, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 251)
(350000, 36, 28489, 28934, 20558, 29866, 37587, 15307, 28950, 20565, 29880, 27697, 5330, 31990)
(150000, 36, 5253, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(230000, 30, 1855, 187, 6254, 16549, 6392, 1828, 0, 6270, 14085, 6396, 9, 6172)
(200000, 43, 202225, -4359, 190829, 96686, 100131, 102467, 1029, 200000, 10000, 5000, 4000, 4000)
(80000, 24, 56222, 52268, 29402, 20983, 21096, 22252, 2000, 1800, 1700, 759, 1500, 1100)
(30000, 25, 30274, 30517, 30485, 30533, 29148, 29782, 1932, 3900, 1700, 1200, 1180, 2500)
(170000, 45, 114625, 117364, 119552, 111404, 113635, 98411, 6305, 6000, 6000, 3854, 5000, 8000)
(200000, 60, 396, 396, 461, 396, 546, 396, 396, 461, 396, 546, 396, 396)
(40000, 43, 2400, 2400, 2400, 2400, 2400, 2400, 0, 0, 0, 0, 0, 0)
(150000, 23, 146480, 147880, 146958, 147218, 146817, 103651, 6380, 4570, 4500, 5000, 3300, 1300)
(90000, 39, 26493, 30034, 29268, 31776, 32456, 31800, 4000, 0, 3000, 1500, 0, 2600)
(80000, 27, 988, 12922, 12261, 2393, 407, 2888, 12961, 0, 2403, 407, 3176, 7336)
(110000, 23, 78793, 79182, 76460, 60136, 41872, 38158, 3400, 4000, 2951, 1600, 1540, 1400)
(210000, 36, 4879, 5373, 6811, 10161, 2922, 1461, 3000, 3000, 5000, 2922, 0, 1461)
(50000, 50, 48926, 45156, 27762, 19238, 15585, 15892, 2036, 1243, 3991, 712, 715, 582)
(50000, 23, 48424, 45300, -100, -100, -100, 650, 1500, 100, 0, 0, 750, 247)
(20000, 24, 3980, 5075, 5979, 6796, 6463, 2255, 1318, 1183, 1000, 0, 0, 2440)
(180000, 37, 102937, 104598, 85805, 87462, 89162, 91609, 5000, 4100, 4010, 4000, 4000, 4000)
(180000, 33, 4520, 1449, 1730, 2215, 1525, 1050, 1453, 1731, 2215, 1525, 1050, 1440)
(360000, 29, 1766, 4500, 14697, 10687, 1968, 1272, 4534, 14697, 0, 2141, 1272, 24078)
(200000, 30, 38398, 20693, 27932, 12585, 45031, 19836, 0, 15015, 0, 45031, 20000, 45010)
(360000, 35, 3771, 900, 0, 0, 0, 0, 900, 0, 0, 0, 0, 0)
(30000, 26, 27818, 27594, 29717, 28812, 28762, 10404, 3000, 2595, 1200, 1020, 10404, 51000)
(200000, 36, 190120, 194533, 194175, 189457, 187050, 187082, 9000, 9000, 8000, 10000, 8000, 7000)
(90000, 36, 86155, 92406, 90049, 86984, 67076, 66533, 8600, 0, 4100, 5000, 5000, 5000)
(140000, 30, 3043, 4168, 1420, 0, 49, 49, 1423, 2, 0, 49, 0, 0)
(310000, 30, -44, -44, 8915, -35, 7028, -116, 0, 8959, 0, 7063, 0, 23240)
(230000, 44, 54798, 11632, 4987, 6222, 15121, 17425, 11632, 4987, 6222, 15121, 17425, 17007)
(160000, 25, 8030, 8030, 8030, 19069, 15359, 10846, 8030, 8030, 19069, 5359, 377, 5877)
(240000, 42, 238107, 242159, 225695, 210199, 208307, 203779, 12067, 10009, 10000, 10000, 10000, 30296)
(210000, 31, 82940, 84583, 86357, 88149, 93654, 82166, 3024, 3134, 3228, 7000, 0, 3000)
(20000, 39, 14112, 11221, 10656, 7928, 580, 0, 3520, 0, 1000, 580, 0, 0)
(50000, 32, 42163, 38252, 27396, 23584, 17272, 17634, 1472, 1500, 1282, 618, 640, 644)
(100000, 41, 1941, 3255, 3056, 4998, 4769, 9691, 1500, 0, 2000, 0, 5000, 0)
(50000, 34, 10821, 11877, 13656, 14949, 16567, 16826, 1221, 2000, 1500, 2000, 2000, 4000)
(480000, 41, 44018, 74152, 107675, 110289, 100520, 37080, 35176, 45000, 12022, 14000, 14000, 10000)
(50000, 46, 35713, 15392, 16099, 16418, 16765, 17484, 1561, 1268, 587, 611, 1000, 2000)
(180000, 28, 78128, 81976, 83338, 90031, 93692, 96100, 5000, 4000, 8000, 5000, 4000, 5500)
(80000, 28, 47933, 39695, 42372, 41393, 42275, 43418, 2100, 3650, 0, 1700, 2000, 3000)
(200000, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(160000, 37, 16750, 9715, 5140, 5379, 3183, 5120, 1100, 1500, 1500, 1000, 2000, 4000)
(50000, 34, 44036, 35498, 33043, 25556, 24389, 25436, 4500, 4000, 3000, 2500, 4000, 2500)
(390000, 27, 375023, 376767, 359292, 348513, 272077, 225079, 13313, 13705, 15454, 144206, 9000, 10000)
(150000, 25, 114074, 116313, 118700, 115328, 121084, 123473, 5600, 5700, 0, 9200, 4500, 0)
(170000, 38, 153123, 151050, 148362, 142223, 126060, 123978, 7000, 6000, 5012, 5000, 5000, 5000)
(290000, 33, 413, 486, 820, 60, 1773, 3904, 486, 820, 60, 1773, 3904, 0)
(100000, 50, 36925, 38324, 39680, 41687, 43607, 43739, 2000, 2000, 2680, 2600, 1000, 5261)
(40000, 24, 25618, 26701, 30421, 29633, 31548, 30889, 1800, 4500, 0, 2400, 0, 3000)
(80000, 30, 2994, 16709, 29459, 30472, 36317, 21671, 16709, 29469, 5000, 10000, 2000, 3000)
(240000, 33, 8383, 3470, 2220, 2220, 3356, 2220, 3470, 2220, 2220, 3356, 2220, 3829)
(60000, 27, 5087, 7236, 8104, 7825, 8580, 8300, 2410, 1131, 0, 886, 0, 332)
(400000, 34, 10150, 5869, 5750, 132866, 21780, 41050, 5869, 5750, 132872, 21780, 20525, 74984)
(400000, 30, 12820, 15463, 50040, 22072, 6712, 5286, 5427, 37505, 10077, 233, 5312, 6991)
(360000, 32, 272112, 272444, 256974, 241226, 241673, 233157, 10130, 12649, 8916, 7725, 8900, 6956)
(50000, 26, 35429, 30626, 30241, 20284, 19166, 19567, 1537, 1947, 800, 1000, 718, 683)
(180000, 37, 491, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3738)
(60000, 48, 43533, 39252, 38051, 37988, 38725, 39685, 1700, 1700, 2000, 1500, 1600, 1000)
(70000, 25, 50224, 58639, 11512, 10586, 20389, 17369, 10000, 10000, 0, 10000, 0, 33000)
(120000, 42, 112237, 114467, 116900, 119228, 121805, 115463, 4097, 4278, 4308, 11540, 5685, 4390)
(30000, 25, 29745, 16309, 5235, 3122, 11446, 1914, 2500, 1517, 2000, 11446, 1914, 6699)
(240000, 47, 2500, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
(30000, 34, 26774, 28014, 29248, 29254, 19837, 14793, 2000, 1694, 1200, 8697, 2000, 1000)
(200000, 29, 34391, 26945, 26349, 26925, 27841, 29368, 1507, 1427, 1003, 2000, 2000, 1060)
(110000, 26, 10183, 11971, 8164, 10895, 13503, 16227, 2000, 2000, 3000, 3000, 3000, 2000)
(320000, 43, 110032, 110045, 112393, 111541, 114934, 118228, 4028, 4000, 5000, 5000, 5000, 5000)
(150000, 27, 8404, 4493, 11848, 7435, 3685, 3545, 4493, 11848, 7435, 0, 3545, 5718)
(130000, 34, 0, 5396, 10270, 13576, 13864, 14636, 5396, 5000, 3500, 501, 1000, 2000)
(70000, 29, 33786, 34730, 35878, 36392, 36990, 37751, 1800, 2000, 1400, 1500, 1500, 1600)
(360000, 33, 10571, 11174, 10000, 10000, 18335, 18889, 11174, 10000, 10000, 18335, 18889, 19775)
(50000, 38, 33801, 27027, 24459, 23161, 22282, 20537, 1433, 1319, 773, 787, 757, 615)
(10000, 44, 10422, 9775, 10964, 11153, 10762, 10126, 0, 2500, 1000, 400, 0, 672)
(180000, 37, 62140, 65729, 68709, 70465, 72335, 74807, 5311, 4657, 3500, 3650, 3800, 3500)
(110000, 41, 120767, 133593, 125852, 118254, 120537, 112021, 24800, 4400, 4300, 4205, 4500, 4304)
(500000, 44, 380502, 295489, 206296, 354521, 358009, 394932, 10481, 12042, 160042, 46043, 53181, 15071)
(30000, 38, 17628, 20024, 20424, 20601, 19992, 19392, 3000, 1000, 786, 0, 0, 0)
(110000, 30, 60290, 61688, 63100, 70391, 68661, 77511, 3000, 3000, 9000, 0, 10000, 3000)
(120000, 29, 118303, 98232, 150952, 77639, 79966, 61248, 3358, 3400, 6000, 3200, 4000, 845)
(50000, 48, 12592, 12899, 7313, 8036, 3949, 26984, 2017, 2000, 1200, 100, 26984, 5000)
(70000, 47, 40862, 38910, 25151, 25433, 25544, 24573, 1421, 2524, 1584, 695, 686, 525)
(350000, 33, 82964, 68532, 17926, 17966, 30741, 31088, 68940, 18018, 18058, 30897, 31244, 88461)
(20000, 28, 780, 1180, 0, 410, 0, -2000, 1180, 0, 410, 1000, 2000, 2000)
(480000, 39, 106660, 400000, 66270, 80274, 82160, 110773, 302000, 66270, 15000, 3044, 30042, 34048)
(200000, 37, 4757, 6170, 7408, 8250, 9250, 9750, 1500, 1500, 1000, 1000, 500, 1500)
(30000, 28, 28347, 29880, 29588, 30687, 25637, 26468, 2000, 2000, 2200, 0, 1800, 0)

Executing Clustering Algorithm: Swap
    ......Leaf n=1 <0> sm=[   380000       38   365427   363267   372261   375423   359527   361201    14008    17000    13070    15000    13000    14000 ] ss=9.50392e+11
    .....Split cd=4 cv=2.063e+05 nd=2 sm=[  8.8e+05       82 7.459e+05 6.588e+05 5.786e+05 7.299e+05 7.175e+05 7.561e+05 2.449e+04 2.904e+04 1.731e+05 6.104e+04 6.618e+04 2.907e+04 ] ss=1.916e+12
    ......Leaf n=1 <89> sm=[    5e+05       44 3.805e+05 2.955e+05 2.063e+05 3.545e+05 3.58e+05 3.949e+05 1.048e+04 1.204e+04  1.6e+05 4.604e+04 5.318e+04 1.507e+04 ] ss=9.655e+11
    ....Split cd=5 cv=3.485e+05 nd=3 sm=[ 1.27e+06      109 1.121e+06 1.036e+06 9.378e+05 1.078e+06 9.896e+05 9.812e+05 3.78e+04 4.275e+04 1.886e+05 2.052e+05 7.518e+04 3.907e+04 ] ss=2.747e+12
    .....Leaf n=1 <58> sm=[  3.9e+05       27 3.75e+05 3.768e+05 3.593e+05 3.485e+05 2.721e+05 2.251e+05 1.331e+04 1.37e+04 1.545e+04 1.442e+05     9000    1e+04 ] ss=8.315e+11
    ...Split cd=2 cv=2.721e+05 nd=4 sm=[ 1.63e+06      141 1.393e+06 1.308e+06 1.195e+06 1.32e+06 1.231e+06 1.214e+06 4.793e+04 5.54e+04 1.975e+05 2.13e+05 8.408e+04 4.603e+04 ] ss=3.263e+12
    ....Leaf n=1 <69> sm=[  3.6e+05       32 2.721e+05 2.724e+05 2.57e+05 2.412e+05 2.417e+05 2.332e+05 1.013e+04 1.265e+04     8916     7725     8900     6956 ] ss=5.154e+11
    ..Split cd=7 cv=1.965e+05 nd=5 sm=[ 2.11e+06      180  1.5e+06 1.708e+06 1.261e+06  1.4e+06 1.313e+06 1.325e+06 3.499e+05 1.217e+05 2.125e+05 2.16e+05 1.141e+05 8.008e+04 ] ss=3.792e+12
    ...Leaf n=1 <97> sm=[  4.8e+05       39 1.067e+05    4e+05 6.627e+04 8.027e+04 8.216e+04 1.108e+05 3.02e+05 6.627e+04  1.5e+04     3044 3.004e+04 3.405e+04 ] ss=5.295e+11
    .Split cd=3 cv=1.978e+05 nd=17 sm=[ 6.49e+06      588 1.99e+06 2.218e+06 1.804e+06 2.045e+06 1.858e+06 1.793e+06 5.224e+05 2.95e+05 4.385e+05 3.524e+05 2.286e+05 3.696e+05 ] ss=5.862e+12
    ...Leaf n=1 <10> sm=[    4e+05       31 1.857e+05 1.897e+05 1.945e+05 1.993e+05 2.035e+05 1.958e+05     7000     8000     8000     7500     9000     5000 ] ss=3.881e+11
    ..Split cd=7 cv=1.958e+05 nd=12 sm=[ 4.38e+06      408 4.906e+05 5.097e+05 5.433e+05 6.446e+05 5.449e+05 4.678e+05 1.725e+05 1.733e+05 2.26e+05 1.364e+05 1.145e+05 2.895e+05 ] ss=2.07e+12
    ....Leaf n=1 <80> sm=[  3.2e+05       43  1.1e+05  1.1e+05 1.124e+05 1.115e+05 1.149e+05 1.182e+05     4028     4000     5000     5000     5000     5000 ] ss=1.79e+11
    ...Split cd=2 cv=1.1e+05 nd=11 sm=[ 3.98e+06      377 3.05e+05  3.2e+05 3.488e+05 4.453e+05 3.414e+05 2.72e+05 1.655e+05 1.653e+05 2.18e+05 1.289e+05 1.055e+05 2.845e+05 ] ss=1.682e+12
    .....Leaf n=1 <67> sm=[    4e+05       34 1.015e+04     5869     5750 1.329e+05 2.178e+04 4.105e+04     5869     5750 1.329e+05 2.178e+04 2.052e+04 7.498e+04 ] ss=2.042e+11
    ....Split cd=5 cv=1.329e+05 nd=10 sm=[ 3.66e+06      334 1.949e+05  2.1e+05 2.364e+05 3.338e+05 2.264e+05 1.538e+05 1.615e+05 1.613e+05 2.13e+05 1.239e+05 1.005e+05 2.795e+05 ] ss=1.503e+12
    ......Leaf n=1 <51> sm=[  4.8e+05       41 4.402e+04 7.415e+04 1.077e+05 1.103e+05 1.005e+05 3.708e+04 3.518e+04  4.5e+04 1.202e+04  1.4e+04  1.4e+04    1e+04 ] ss=2.77e+11
    .....Split cd=4 cv=1.077e+05 nd=9 sm=[ 3.26e+06      300 1.848e+05 2.041e+05 2.306e+05 2.009e+05 2.047e+05 1.127e+05 1.556e+05 1.556e+05 8.01e+04 1.021e+05 7.995e+04 2.045e+05 ] ss=1.299e+12
    .......Leaf n=1 <16> sm=[  3.5e+05       36 2.849e+04 2.893e+04 2.056e+04 2.987e+04 3.759e+04 1.531e+04 2.895e+04 2.056e+04 2.988e+04 2.77e+04     5330 3.199e+04 ] ss=1.311e+11
    ......Split cd=6 cv=3.759e+04 nd=8 sm=[ 2.78e+06      259 1.408e+05 1.299e+05 1.23e+05 9.062e+04 1.041e+05 7.563e+04 1.204e+05 1.106e+05 6.808e+04 8.814e+04 6.595e+04 1.945e+05 ] ss=1.022e+12
    ........Leaf n=1 <95> sm=[  3.5e+05       33 8.296e+04 6.853e+04 1.793e+04 1.797e+04 3.074e+04 3.109e+04 6.894e+04 1.802e+04 1.806e+04 3.09e+04 3.124e+04 8.846e+04 ] ss=1.518e+11
    .......Split cd=8 cv=6.894e+04 nd=7 sm=[ 2.43e+06      223 1.123e+05 1.01e+05 1.024e+05 6.075e+04 6.656e+04 6.032e+04 9.146e+04    9e+04 3.82e+04 6.044e+04 6.062e+04 1.625e+05 ] ss=8.905e+11
    .........Leaf n=1 <68> sm=[    4e+05       30 1.282e+04 1.546e+04 5.004e+04 2.207e+04     6712     5286     5427 3.75e+04 1.008e+04      233     5312     6991 ] ss=1.651e+11
    ........Split cd=0 cv=3.775e+05 nd=6 sm=[ 2.08e+06      190 2.93e+04 3.248e+04 8.447e+04 4.278e+04 3.582e+04 2.924e+04 2.252e+04 7.198e+04 2.014e+04 2.954e+04 2.938e+04 7.408e+04 ] ss=7.387e+11
    ..........Leaf n=1 <84> sm=[  3.6e+05       33 1.057e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.117e+04    1e+04    1e+04 1.834e+04 1.889e+04 1.978e+04 ] ss=1.321e+11
    .........Split cd=3 cv=1.117e+04 nd=5 sm=[ 1.68e+06      160 1.648e+04 1.702e+04 3.443e+04 2.071e+04 2.91e+04 2.395e+04 1.709e+04 3.448e+04 1.006e+04 2.931e+04 2.406e+04 6.709e+04 ] ss=5.736e+11
    ...........Leaf n=1 <35> sm=[  3.6e+05       29     1766     4500 1.47e+04 1.069e+04     1968     1272     4534 1.47e+04        0     2141     1272 2.408e+04 ] ss=1.308e+11
    ..........Split cd=9 cv=1.47e+04 nd=4 sm=[ 1.32e+06      127     5906     5842 2.443e+04 1.071e+04 1.077e+04     5060     5920 2.448e+04       60 1.098e+04     5176 4.732e+04 ] ss=4.414e+11
    ............Leaf n=1 <61> sm=[  2.9e+05       33      413      486      820       60     1773     3904      486      820       60     1773     3904        0 ] ss=8.414e+10
    ...........Split cd=7 cv=  3904 nd=3 sm=[  9.6e+05       98     4140     1342     9735       25     8801     3788     1386     9779       60     8836     3904 2.324e+04 ] ss=3.107e+11
    .............Leaf n=1 <42> sm=[  3.1e+05       30      -44      -44     8915      -35     7028     -116        0     8959        0     7063        0 2.324e+04 ] ss=9.69e+10
    ............Split cd=10 cv=     0 nd=2 sm=[  6.7e+05       65     3727      856     8915      -35     7028     -116      900     8959        0     7063        0 2.324e+04 ] ss=2.265e+11
    .............Leaf n=1 <37> sm=[  3.6e+05       35     3771      900        0        0        0        0      900        0        0        0        0        0 ] ss=1.296e+11
    Split cd=0 cv=2.55e+05 nd=100 sm=[ 1.58e+07     3474 5.721e+06 5.649e+06 5.31e+06 5.111e+06 4.887e+06 4.674e+06 8.118e+05 7.558e+05 6.672e+05 6.325e+05  4.6e+05 7.163e+05 ] ss=9.277e+12
    ..Leaf n=1 <45> sm=[  2.4e+05       42 2.381e+05 2.422e+05 2.257e+05 2.102e+05 2.083e+05 2.038e+05 1.207e+04 1.001e+04    1e+04    1e+04    1e+04 3.03e+04 ] ss=3.544e+11
    .Split cd=3 cv=1.978e+05 nd=83 sm=[ 9.31e+06     2886 3.73e+06 3.431e+06 3.506e+06 3.067e+06 3.028e+06 2.881e+06 2.894e+05 4.608e+05 2.287e+05 2.801e+05 2.314e+05 3.467e+05 ] ss=3.414e+12
    ...Leaf n=1 <39> sm=[    2e+05       36 1.901e+05 1.945e+05 1.942e+05 1.895e+05 1.87e+05 1.871e+05     9000     9000     8000    1e+04     8000     7000 ] ss=2.58e+11
    ..Split cd=7 cv=1.871e+05 nd=82 sm=[ 9.07e+06     2844 3.492e+06 3.189e+06 3.28e+06 2.856e+06 2.82e+06 2.677e+06 2.773e+05 4.508e+05 2.187e+05 2.701e+05 2.214e+05 3.164e+05 ] ss=3.06e+12
    ....Leaf n=1 <19> sm=[    2e+05       43 2.022e+05    -4359 1.908e+05 9.669e+04 1.001e+05 1.025e+05     1029    2e+05    1e+04     5000     4000     4000 ] ss=1.874e+11
    ...Split cd=2 cv=1.902e+05 nd=81 sm=[ 8.87e+06     2808 3.302e+06 2.994e+06 3.086e+06 2.667e+06 2.633e+06 2.49e+06 2.683e+05 4.418e+05 2.107e+05 2.601e+05 2.134e+05 3.094e+05 ] ss=2.802e+12
    .....Leaf n=1 <25> sm=[  1.5e+05       23 1.465e+05 1.479e+05 1.47e+05 1.472e+05 1.468e+05 1.037e+05     6380     4570     4500     5000     3300     1300 ] ss=1.415e+11
    ....Split cd=5 cv=1.472e+05 nd=80 sm=[ 8.67e+06     2765  3.1e+06 2.999e+06 2.895e+06 2.57e+06 2.533e+06 2.387e+06 2.673e+05 2.418e+05 2.007e+05 2.551e+05 2.094e+05 3.054e+05 ] ss=2.615e+12
    ......Leaf n=1 <14> sm=[    2e+05       40 1.874e+05 1.926e+05 1.965e+05 7.617e+04 7.681e+04 7.204e+04     8124     8339     5004     2961     2579     2761 ] ss=1.679e+11
    .....Split cd=4 cv=1.861e+05 nd=79 sm=[ 8.52e+06     2742 2.953e+06 2.851e+06 2.748e+06 2.423e+06 2.386e+06 2.284e+06 2.609e+05 2.372e+05 1.962e+05 2.501e+05 2.061e+05 3.041e+05 ] ss=2.473e+12
    .......Leaf n=1 <60> sm=[  1.7e+05       38 1.531e+05 1.51e+05 1.484e+05 1.422e+05 1.261e+05 1.24e+05     7000     6000     5012     5000     5000     5000 ] ss=1.488e+11
    ......Split cd=6 cv=1.261e+05 nd=78 sm=[ 8.32e+06     2702 2.766e+06 2.658e+06 2.552e+06 2.347e+06 2.309e+06 2.212e+06 2.528e+05 2.289e+05 1.912e+05 2.471e+05 2.035e+05 3.013e+05 ] ss=2.305e+12
    ........Leaf n=1 <88> sm=[  1.1e+05       41 1.208e+05 1.336e+05 1.259e+05 1.183e+05 1.205e+05 1.12e+05 2.48e+04     4400     4300     4205     4500     4304 ] ss=1.021e+11
    .......Split cd=8 cv=2.48e+04 nd=77 sm=[ 8.15e+06     2664 2.613e+06 2.507e+06 2.403e+06 2.205e+06 2.183e+06 2.088e+06 2.458e+05 2.229e+05 1.862e+05 2.421e+05 1.985e+05 2.963e+05 ] ss=2.156e+12
    ...........Leaf n=1 <22> sm=[  1.7e+05       45 1.146e+05 1.174e+05 1.196e+05 1.114e+05 1.136e+05 9.841e+04     6305     6000     6000     3854     5000     8000 ] ss=1.053e+11
    ..........Split cd=9 cv=  6000 nd=3 sm=[    5e+05      107 3.316e+05 3.383e+05 3.241e+05 3.142e+05 3.239e+05 3.135e+05 1.69e+04 1.58e+04 1.001e+04 1.705e+04 1.35e+04  1.2e+04 ] ss=2.972e+11
    ............Leaf n=1 <59> sm=[  1.5e+05       25 1.141e+05 1.163e+05 1.187e+05 1.153e+05 1.211e+05 1.235e+05     5600     5700        0     9200     4500        0 ] ss=1.065e+11
    ...........Split cd=2 cv=1.029e+05 nd=2 sm=[  3.3e+05       62 2.17e+05 2.209e+05 2.045e+05 2.028e+05 2.102e+05 2.151e+05 1.06e+04     9800     4010 1.32e+04     8500     4000 ] ss=1.919e+11
    ............Leaf n=1 <33> sm=[  1.8e+05       37 1.029e+05 1.046e+05 8.58e+04 8.746e+04 8.916e+04 9.161e+04     5000     4100     4010     4000     4000     4000 ] ss=8.54e+10
    .........Split cd=3 cv=9.673e+04 nd=26 sm=[  4.9e+06      920 7.793e+05 6.861e+05 6.874e+05 6.965e+05 7.309e+05 6.807e+05 7.189e+04 9.158e+04 8.788e+04 1.222e+05 7.392e+04 1.217e+05 ] ss=1.305e+12
    ...........Leaf n=1 <36> sm=[    2e+05       30 3.84e+04 2.069e+04 2.793e+04 1.258e+04 4.503e+04 1.984e+04        0 1.502e+04        0 4.503e+04    2e+04 4.501e+04 ] ss=4.994e+10
    ..........Split cd=9 cv=1.502e+04 nd=23 sm=[  4.4e+06      813 4.477e+05 3.478e+05 3.633e+05 3.823e+05 4.07e+05 3.672e+05 5.499e+04 7.578e+04 7.787e+04 1.051e+05 6.042e+04 1.097e+05 ] ss=1.008e+12
    ............Leaf n=1 <46> sm=[  2.1e+05       31 8.294e+04 8.458e+04 8.636e+04 8.815e+04 9.365e+04 8.217e+04     3024     3134     3228     7000        0     3000 ] ss=8.897e+10
    ...........Split cd=2 cv=8.294e+04 nd=22 sm=[  4.2e+06      783 4.093e+05 3.271e+05 3.354e+05 3.697e+05 3.62e+05 3.473e+05 5.499e+04 6.077e+04 7.787e+04 6.011e+04 4.042e+04 6.473e+04 ] ss=9.577e+11
    .............Leaf n=1 <53> sm=[  1.8e+05       28 7.813e+04 8.198e+04 8.334e+04 9.003e+04 9.369e+04 9.61e+04     5000     4000     8000     5000     4000     5500 ] ss=7.846e+10
    ............Split cd=7 cv=9.254e+04 nd=21 sm=[ 3.99e+06      752 3.263e+05 2.426e+05 2.49e+05 2.815e+05 2.683e+05 2.652e+05 5.196e+04 5.763e+04 7.464e+04 5.311e+04 4.042e+04 6.173e+04 ] ss=8.687e+11
    ..............Leaf n=1 <87> sm=[  1.8e+05       37 6.214e+04 6.573e+04 6.871e+04 7.046e+04 7.234e+04 7.481e+04     5311     4657     3500     3650     3800     3500 ] ss=6.12e+10
    .............Split cd=4 cv=6.871e+04 nd=20 sm=[ 3.81e+06      724 2.482e+05 1.606e+05 1.657e+05 1.915e+05 1.747e+05 1.691e+05 4.696e+04 5.363e+04 6.664e+04 4.811e+04 3.642e+04 5.623e+04 ] ss=7.902e+11
    ...............Leaf n=1 <44> sm=[  1.6e+05       25     8030     8030     8030 1.907e+04 1.536e+04 1.085e+04     8030     8030 1.907e+04     5359      377     5877 ] ss=2.707e+10
    ..............Split cd=10 cv=1.907e+04 nd=19 sm=[ 3.63e+06      687 1.861e+05 9.485e+04 9.698e+04 1.21e+05 1.023e+05 9.427e+04 4.165e+04 4.898e+04 6.314e+04 4.446e+04 3.262e+04 5.273e+04 ] ss=7.29e+11
    ................Leaf n=1 <78> sm=[    2e+05       29 3.439e+04 2.694e+04 2.635e+04 2.692e+04 2.784e+04 2.937e+04     1507     1427     1003     2000     2000     1060 ] ss=4.498e+10
    ...............Split cd=5 cv=2.692e+04 nd=18 sm=[ 3.47e+06      662 1.78e+05 8.682e+04 8.895e+04 1.02e+05 8.696e+04 8.343e+04 3.362e+04 4.095e+04 4.408e+04 3.91e+04 3.225e+04 4.685e+04 ] ss=7.02e+11
    .................Leaf n=1 <43> sm=[  2.3e+05       44 5.48e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.163e+04     4987     6222 1.512e+04 1.742e+04 1.701e+04 ] ss=5.765e+10
    ................Split cd=11 cv=1.512e+04 nd=17 sm=[ 3.27e+06      633 1.437e+05 5.987e+04 6.26e+04 7.504e+04 5.912e+04 5.406e+04 3.212e+04 3.952e+04 4.307e+04 3.71e+04 3.025e+04 4.579e+04 ] ss=6.57e+11
    ..................Leaf n=1 <5> sm=[    2e+05       26 2.274e+04 1.217e+04 1.433e+04 1.622e+04     9915 1.123e+04     3000     6000     3000     2003     3101      530 ] ss=4.143e+10
    .................Split cd=6 cv=  9915 nd=16 sm=[ 3.04e+06      589 8.885e+04 4.824e+04 5.761e+04 6.882e+04  4.4e+04 3.664e+04 2.048e+04 3.453e+04 3.685e+04 2.198e+04 1.282e+04 2.878e+04 ] ss=5.993e+11
    ....................Leaf n=1 <98> sm=[    2e+05       37     4757     6170     7408     8250     9250     9750     1500     1500     1000     1000      500     1500 ] ss=4.037e+10
    ...................Split cd=3 cv=  6170 nd=8 sm=[ 1.74e+06      312 2.277e+04 1.56e+04 2.315e+04 3.758e+04 2.247e+04 1.566e+04     8366 1.345e+04 2.27e+04 1.422e+04     3125 1.336e+04 ] ss=3.821e+11
    .....................Leaf n=1 <65> sm=[  2.4e+05       33     8383     3470     2220     2220     3356     2220     3470     2220     2220     3356     2220     3829 ] ss=5.776e+10
    ....................Split cd=7 cv=  2220 nd=7 sm=[ 1.54e+06      275 1.801e+04     9426 1.575e+04 2.933e+04 1.322e+04     5905     6866 1.195e+04 2.17e+04 1.322e+04     2625 1.186e+04 ] ss=3.417e+11
    ......................Leaf n=1 <18> sm=[  2.3e+05       30     1855      187     6254 1.655e+04     6392     1828        0     6270 1.408e+04     6396        9     6172 ] ss=5.358e+10
    .....................Split cd=13 cv=  6172 nd=6 sm=[  1.3e+06      242     9630     5956 1.353e+04 2.711e+04     9860     3685     3396     9731 1.948e+04     9864      405     8029 ] ss=2.84e+11
    .......................Leaf n=1 <29> sm=[  2.1e+05       36     4879     5373     6811 1.016e+04     2922     1461     3000     3000     5000     2922        0     1461 ] ss=4.437e+10
    ......................Split cd=2 cv=  4879 nd=5 sm=[ 1.07e+06      212     7775     5769     7272 1.056e+04     3468     1857     3396     3461     5396     3468      396     1857 ] ss=2.304e+11
    ........................Leaf n=1 <23> sm=[    2e+05       60      396      396      461      396      546      396      396      461      396      546      396      396 ] ss=4e+10
    .......................Split cd=4 cv=   461 nd=4 sm=[  8.6e+05      176     2896      396      461      396      546      396      396      461      396      546      396      396 ] ss=1.86e+11
    .........................Leaf n=1 <76> sm=[  2.4e+05       47     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=5.761e+10
    ........................Split cd=0 cv=2.244e+05 nd=3 sm=[  6.6e+05      116     2500        0        0        0        0        0        0        0        0        0        0        0 ] ss=1.46e+11
    ..........................Leaf n=1 <12> sm=[  2.2e+05       33        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4.84e+10
    .........................Split cd=12 cv=     0 nd=2 sm=[  4.2e+05       69        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=8.84e+10
    ..........................Leaf n=1 <55> sm=[    2e+05       36        0        0        0        0        0        0        0        0        0        0        0        0 ] ss=4e+10
    ..................Split cd=0 cv=1.938e+05 nd=15 sm=[ 2.84e+06      563 6.612e+04 3.607e+04 4.328e+04 5.26e+04 3.408e+04 2.541e+04 1.748e+04 2.853e+04 3.385e+04 1.998e+04     9720 2.825e+04 ] ss=5.579e+11
    ....................Leaf n=1 <56> sm=[  1.6e+05       37 1.675e+04     9715     5140     5379     3183     5120     1100     1500     1500     1000     2000     4000 ] ss=2.609e+10
    ...................Split cd=3 cv=  9715 nd=7 sm=[  1.1e+06      251 4.335e+04 2.047e+04 2.013e+04 1.502e+04 1.162e+04     9754     9119 1.508e+04 1.115e+04     5760     6595 1.49e+04 ] ss=1.758e+11
    .....................Leaf n=1 <81> sm=[  1.5e+05       27     8404     4493 1.185e+04     7435     3685     3545     4493 1.185e+04     7435        0     3545     5718 ] ss=2.307e+10
    ....................Split cd=7 cv=  3545 nd=6 sm=[  9.4e+05      214 2.66e+04 1.076e+04 1.499e+04     9641     8436     4634     8019 1.358e+04     9650     4760     4595 1.09e+04 ] ss=1.497e+11
    ......................Leaf n=1 <71> sm=[  1.8e+05       37      491        0        0        0        0        0        0        0        0        0        0     3738 ] ss=3.241e+10
    .....................Split cd=13 cv=  3738 nd=5 sm=[  7.9e+05      187 1.819e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     5178 ] ss=1.267e+11
    .......................Leaf n=1 <17> sm=[  1.5e+05       36     5253        0        0        0        0        0        0        0        0        0        0        0 ] ss=2.253e+10
    ......................Split cd=2 cv=  5253 nd=4 sm=[  6.1e+05      150 1.77e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=9.425e+10
    ........................Leaf n=1 <34> sm=[  1.8e+05       33     4520     1449     1730     2215     1525     1050     1453     1731     2215     1525     1050     1440 ] ss=3.245e+10
    .......................Split cd=4 cv=  1730 nd=3 sm=[  4.6e+05      114 1.245e+04     6266     3141     2206     4751     1089     3526     1733     2215     4760     1050     1440 ] ss=7.173e+10
    .........................Leaf n=1 <8> sm=[  1.4e+05       51     4885      649       -9       -9     3177      -10      650        0        0     3186        0        0 ] ss=1.964e+10
    ........................Split cd=0 cv=1.4e+05 nd=2 sm=[  2.8e+05       81     7928     4817     1411       -9     3226       39     2073        2        0     3235        0        0 ] ss=3.928e+10
    .........................Leaf n=1 <41> sm=[  1.4e+05       30     3043     4168     1420        0       49       49     1423        2        0       49        0        0 ] ss=1.963e+10
    ........Split cd=0 cv=1.325e+05 nd=76 sm=[ 8.04e+06     2623 2.492e+06 2.374e+06 2.277e+06 2.086e+06 2.063e+06 1.976e+06 2.21e+05 2.185e+05 1.819e+05 2.379e+05 1.94e+05 2.92e+05 ] ss=2.054e+12
    ...........Leaf n=1 <74> sm=[  1.2e+05       42 1.122e+05 1.145e+05 1.169e+05 1.192e+05 1.218e+05 1.155e+05     4097     4278     4308 1.154e+04     5685     4390 ] ss=9.639e+10
    ..........Split cd=9 cv=  4278 nd=2 sm=[  2.4e+05       71 2.305e+05 2.127e+05 2.679e+05 1.969e+05 2.018e+05 1.767e+05     7455     7678 1.031e+04 1.474e+04     9685     5235 ] ss=1.735e+11
    ...........Leaf n=1 <92> sm=[  1.2e+05       29 1.183e+05 9.823e+04 1.51e+05 7.764e+04 7.997e+04 6.125e+04     3358     3400     6000     3200     4000      845 ] ss=7.709e+10
    .........Split cd=3 cv=9.673e+04 nd=50 sm=[ 3.14e+06     1703 1.713e+06 1.688e+06 1.59e+06 1.39e+06 1.332e+06 1.295e+06 1.491e+05 1.269e+05 9.403e+04 1.157e+05 1.201e+05 1.703e+05 ] ss=7.494e+11
    ...........Leaf n=1 <64> sm=[    8e+04       30     2994 1.671e+04 2.946e+04 3.047e+04 3.632e+04 2.167e+04 1.671e+04 2.947e+04     5000    1e+04     2000     3000 ] ss=1.156e+10
    ..........Split cd=9 cv=2.947e+04 nd=48 sm=[  2.9e+06     1632 1.482e+06 1.475e+06 1.322e+06 1.193e+06 1.13e+06 1.118e+06 1.416e+05 1.192e+05 8.372e+04 1.009e+05 1.104e+05 1.65e+05 ] ss=5.759e+11
    ............Leaf n=1 <40> sm=[    9e+04       36 8.616e+04 9.241e+04 9.005e+04 8.698e+04 6.708e+04 6.653e+04     8600        0     4100     5000     5000     5000 ] ss=4.883e+10
    ...........Split cd=2 cv=8.616e+04 nd=47 sm=[ 2.82e+06     1602 1.479e+06 1.458e+06 1.293e+06 1.163e+06 1.094e+06 1.097e+06 1.249e+05 8.973e+04 7.872e+04 9.095e+04 1.084e+05 1.62e+05 ] ss=5.643e+11
    .............Leaf n=1 <91> sm=[  1.1e+05       30 6.029e+04 6.169e+04 6.31e+04 7.039e+04 6.866e+04 7.751e+04     3000     3000     9000        0    1e+04     3000 ] ss=3.941e+10
    ............Split cd=7 cv=7.751e+04 nd=46 sm=[ 2.73e+06     1566 1.393e+06 1.366e+06 1.203e+06 1.076e+06 1.027e+06 1.03e+06 1.163e+05 8.973e+04 7.462e+04 8.595e+04 1.034e+05 1.57e+05 ] ss=5.155e+11
    ..............Leaf n=1 <1> sm=[    8e+04       46 7.618e+04 7.831e+04 7.984e+04 4.05e+04 4.135e+04 4.235e+04     3345     3344     1447     1497     1686     1509 ] ss=2.988e+10
    .............Split cd=4 cv=7.984e+04 nd=45 sm=[ 2.62e+06     1536 1.333e+06 1.304e+06 1.14e+06 1.005e+06 9.58e+05 9.526e+05 1.133e+05 8.673e+04 6.562e+04 8.595e+04 9.341e+04 1.54e+05 ] ss=4.761e+11
    ...............Leaf n=1 <30> sm=[    5e+04       50 4.893e+04 4.516e+04 2.776e+04 1.924e+04 1.558e+04 1.589e+04     2036     1243     3991      712      715      582 ] ss=8.592e+09
    ..............Split cd=10 cv=  3991 nd=44 sm=[ 2.54e+06     1490 1.257e+06 1.226e+06 1.06e+06 9.647e+05 9.166e+05 9.102e+05  1.1e+05 8.338e+04 6.418e+04 8.445e+04 9.172e+04 1.525e+05 ] ss=4.462e+11
    ................Leaf n=1 <9> sm=[    8e+04       34 8.188e+04 8.181e+04 7.835e+04 7.881e+04 4.906e+04 4.876e+04     3650        0     3328     1888     1787     1960 ] ss=3.697e+10
    ...............Split cd=5 cv=7.356e+04 nd=43 sm=[ 2.49e+06     1440 1.208e+06 1.181e+06 1.032e+06 9.454e+05 9.01e+05 8.944e+05 1.079e+05 8.214e+04 6.019e+04 8.374e+04 9.101e+04 1.519e+05 ] ss=4.376e+11
    .................Leaf n=1 <75> sm=[    3e+04       25 2.974e+04 1.631e+04     5235     3122 1.145e+04     1914     2500     1517     2000 1.145e+04     1914     6699 ] ss=2.415e+09
    ................Split cd=11 cv=1.145e+04 nd=42 sm=[ 2.41e+06     1406 1.126e+06 1.099e+06 9.537e+05 8.666e+05 8.52e+05 8.456e+05 1.043e+05 8.214e+04 5.686e+04 8.185e+04 8.922e+04  1.5e+05 ] ss=4.006e+11
    ...................Leaf n=1 <3> sm=[  1.2e+05       32 6.032e+04 6.176e+04 6.315e+04 6.452e+04 6.634e+04 6.81e+04     3000     3000     3000     3000     3000        0 ] ss=3.909e+10
    ..................Split cd=0 cv= 9e+04 nd=2 sm=[  2.1e+05       82 1.193e+05 1.258e+05 1.285e+05 1.298e+05 1.331e+05 1.357e+05     9000     6000     5300     5500     6000     2500 ] ss=7.237e+10
    ...................Leaf n=1 <13> sm=[    9e+04       50 5.898e+04  6.4e+04 6.53e+04 6.523e+04 6.672e+04 6.756e+04     6000     3000     2300     2500     3000     2500 ] ss=3.328e+10
    .................Split cd=6 cv=6.298e+04 nd=41 sm=[ 2.38e+06     1381 1.096e+06 1.082e+06 9.485e+05 8.635e+05 8.405e+05 8.437e+05 1.018e+05 8.062e+04 5.486e+04 7.04e+04 8.731e+04 1.433e+05 ] ss=3.982e+11
    .....................Leaf n=1 <28> sm=[  1.1e+05       23 7.879e+04 7.918e+04 7.646e+04 6.014e+04 4.187e+04 3.816e+04     3400     4000     2951     1600     1540     1400 ] ss=3.729e+10
    ....................Split cd=13 cv=  1400 nd=3 sm=[  2.9e+05       99 1.901e+05 1.881e+05 1.641e+05 9.793e+04 8.745e+04 8.226e+04     7803     8675     5661 1.32e+04     4114     3080 ] ss=7.297e+10
    ......................Leaf n=1 <20> sm=[    8e+04       24 5.622e+04 5.227e+04 2.94e+04 2.098e+04 2.11e+04 2.225e+04     2000     1800     1700      759     1500     1100 ] ss=1.455e+10
    .....................Split cd=2 cv=5.512e+04 nd=2 sm=[  1.8e+05       76 1.113e+05 1.089e+05 8.762e+04 3.779e+04 4.558e+04 4.41e+04     4403     4675     2710 1.16e+04     2574     1680 ] ss=3.568e+10
    ......................Leaf n=1 <11> sm=[    1e+05       52 5.512e+04 5.664e+04 5.822e+04 1.681e+04 2.448e+04 2.185e+04     2403     2875     1010 1.084e+04     1074      580 ] ss=2.113e+10
    ...................Split cd=3 cv=4.619e+04 nd=10 sm=[  9.8e+05      344 3.146e+05 3.297e+05 3.091e+05 2.446e+05 2.383e+05 2.447e+05 3.776e+04 2.132e+04 2.224e+04 2.291e+04 1.929e+04 2.528e+04 ] ss=1.72e+11
    .....................Leaf n=1 <27> sm=[    8e+04       27      988 1.292e+04 1.226e+04     2393      407     2888 1.296e+04        0     2403      407     3176     7336 ] ss=6.97e+09
    ....................Split cd=13 cv=  7336 nd=7 sm=[  6.9e+05      245 1.245e+05 1.416e+05 1.451e+05 1.467e+05 1.509e+05 1.624e+05 2.996e+04 1.265e+04 1.658e+04     9708 1.518e+04 2.22e+04 ] ss=9.905e+10
    ......................Leaf n=1 <54> sm=[    8e+04       28 4.793e+04 3.97e+04 4.237e+04 4.139e+04 4.228e+04 4.342e+04     2100     3650        0     1700     2000     3000 ] ss=1.749e+10
    .....................Split cd=2 cv=4.306e+04 nd=6 sm=[  6.1e+05      218 1.235e+05 1.287e+05 1.328e+05 1.443e+05 1.505e+05 1.595e+05  1.7e+04 1.265e+04 1.418e+04     9301  1.2e+04 1.486e+04 ] ss=9.208e+10
    .......................Leaf n=1 <62> sm=[    1e+05       50 3.692e+04 3.832e+04 3.968e+04 4.169e+04 4.361e+04 4.374e+04     2000     2000     2680     2600     1000     5261 ] ss=2.001e+10
    ......................Split cd=4 cv=3.968e+04 nd=5 sm=[  5.3e+05      190 7.554e+04 8.898e+04 9.044e+04 1.029e+05 1.082e+05 1.161e+05 1.49e+04     9000 1.418e+04     7601    1e+04 1.186e+04 ] ss=7.459e+10
    ........................Leaf n=1 <26> sm=[    9e+04       39 2.649e+04 3.003e+04 2.927e+04 3.178e+04 3.246e+04 3.18e+04     4000        0     3000     1500        0     2600 ] ss=1.367e+10
    .......................Split cd=7 cv=3.18e+04 nd=4 sm=[  4.3e+05      140 3.862e+04 5.066e+04 5.076e+04 6.124e+04 6.459e+04 7.235e+04 1.29e+04     7000 1.15e+04     5001     9000     6600 ] ss=5.458e+10
    .........................Leaf n=1 <82> sm=[  1.3e+05       34        0     5396 1.027e+04 1.358e+04 1.386e+04 1.464e+04     5396     5000     3500      501     1000     2000 ] ss=1.77e+10
    ........................Split cd=5 cv=1.358e+04 nd=3 sm=[  3.4e+05      101 1.212e+04 2.062e+04 2.149e+04 2.947e+04 3.214e+04 4.055e+04     8896     7000     8500     3501     9000     4000 ] ss=4.091e+10
    ..........................Leaf n=1 <79> sm=[  1.1e+05       26 1.018e+04 1.197e+04     8164 1.09e+04 1.35e+04 1.623e+04     2000     2000     3000     3000     3000     2000 ] ss=1.302e+10
    .........................Split cd=6 cv=1.35e+04 nd=2 sm=[  2.1e+05       67 1.212e+04 1.523e+04 1.122e+04 1.589e+04 1.827e+04 2.592e+04     3500     2000     5000     3000     8000     2000 ] ss=2.321e+10
    ..........................Leaf n=1 <49> sm=[    1e+05       41     1941     3255     3056     4998     4769     9691     1500        0     2000        0     5000        0 ] ss=1.02e+10
    ..................Split cd=0 cv=7.125e+04 nd=39 sm=[ 2.17e+06     1299 9.767e+05 9.566e+05  8.2e+05 7.337e+05 7.075e+05 7.08e+05 9.278e+04 7.462e+04 4.956e+04 6.49e+04 8.131e+04 1.408e+05 ] ss=3.258e+11
    ....................Leaf n=1 <73> sm=[    7e+04       25 5.022e+04 5.864e+04 1.151e+04 1.059e+04 2.039e+04 1.737e+04    1e+04    1e+04        0    1e+04        0  3.3e+04 ] ss=1.321e+10
    ...................Split cd=3 cv=4.619e+04 nd=29 sm=[ 1.19e+06      955 6.621e+05 6.27e+05 5.109e+05 4.891e+05 4.691e+05 4.634e+05 5.502e+04 5.33e+04 2.731e+04 4.199e+04 6.202e+04 1.155e+05 ] ss=1.538e+11
    .....................Leaf n=1 <38> sm=[    3e+04       26 2.782e+04 2.759e+04 2.972e+04 2.881e+04 2.876e+04 1.04e+04     3000     2595     1200     1020 1.04e+04  5.1e+04 ] ss=7.811e+09
    ....................Split cd=13 cv=4.423e+04 nd=28 sm=[ 1.12e+06      930 6.119e+05 5.683e+05 4.993e+05 4.785e+05 4.487e+05 4.46e+05 4.502e+04 4.33e+04 2.731e+04 3.199e+04 6.202e+04 8.251e+04 ] ss=1.406e+11
    .......................Leaf n=1 <72> sm=[    6e+04       48 4.353e+04 3.925e+04 3.805e+04 3.799e+04 3.872e+04 3.968e+04     1700     1700     2000     1500     1600     1000 ] ss=1.302e+10
    ......................Split cd=4 cv=3.805e+04 nd=3 sm=[  1.6e+05      105 1.36e+05  1.2e+05 7.099e+04 6.344e+04 6.301e+04 6.577e+04     7700     5800     5000     4000     6350     3747 ] ss=2.868e+10
    ........................Leaf n=1 <57> sm=[    5e+04       34 4.404e+04 3.55e+04 3.304e+04 2.556e+04 2.439e+04 2.544e+04     4500     4000     3000     2500     4000     2500 ] ss=8.76e+09
    .......................Split cd=7 cv=2.544e+04 nd=2 sm=[    1e+05       57 9.246e+04 8.08e+04 3.294e+04 2.546e+04 2.429e+04 2.609e+04     6000     4100     3000     2500     4750     2747 ] ss=1.566e+10
    ........................Leaf n=1 <31> sm=[    5e+04       23 4.842e+04 4.53e+04     -100     -100     -100      650     1500      100        0        0      750      247 ] ss=6.9e+09
    .....................Split cd=2 cv=4.306e+04 nd=27 sm=[ 1.09e+06      904 5.84e+05 5.407e+05 4.696e+05 4.497e+05  4.2e+05 4.356e+05 4.202e+04 4.07e+04 2.611e+04 3.097e+04 5.162e+04 3.151e+04 ] ss=1.328e+11
    .......................Leaf n=1 <83> sm=[    7e+04       29 3.379e+04 3.473e+04 3.588e+04 3.639e+04 3.699e+04 3.775e+04     1800     2000     1400     1500     1500     1600 ] ss=1.267e+10
    ......................Split cd=4 cv=3.588e+04 nd=24 sm=[  9.3e+05      799 4.48e+05 4.207e+05 3.986e+05 3.862e+05 3.57e+05 3.698e+05 3.432e+04 3.49e+04 2.111e+04 2.697e+04 4.526e+04 2.776e+04 ] ss=1.041e+11
    ........................Leaf n=1 <63> sm=[    4e+04       24 2.562e+04 2.67e+04 3.042e+04 2.963e+04 3.155e+04 3.089e+04     1800     4500        0     2400        0     3000 ] ss=6.76e+09
    .......................Split cd=7 cv=3.089e+04 nd=23 sm=[  8.6e+05      770 4.143e+05 3.86e+05 3.628e+05 3.499e+05  3.2e+05 3.321e+05 3.252e+04 3.29e+04 1.971e+04 2.547e+04 4.376e+04 2.616e+04 ] ss=9.146e+10
    .........................Leaf n=1 <99> sm=[    3e+04       28 2.835e+04 2.988e+04 2.959e+04 3.069e+04 2.564e+04 2.647e+04     2000     2000     2200        0     1800        0 ] ss=5.787e+09
    ........................Split cd=5 cv=3.069e+04 nd=22 sm=[  8.2e+05      746 3.886e+05 3.593e+05 3.323e+05 3.202e+05 2.884e+05 3.012e+05 3.072e+04 2.84e+04 1.971e+04 2.307e+04 4.376e+04 2.316e+04 ] ss=8.47e+10
    ..........................Leaf n=1 <21> sm=[    3e+04       25 3.027e+04 3.052e+04 3.048e+04 3.053e+04 2.915e+04 2.978e+04     1932     3900     1700     1200     1180     2500 ] ss=6.377e+09
    .........................Split cd=6 cv=2.915e+04 nd=21 sm=[  7.9e+05      718 3.603e+05 3.294e+05 3.028e+05 2.895e+05 2.628e+05 2.747e+05 2.872e+04 2.64e+04 1.751e+04 2.307e+04 4.196e+04 2.316e+04 ] ss=7.891e+10
    ............................Leaf n=1 <93> sm=[    5e+04       48 1.259e+04 1.29e+04     7313     8036     3949 2.698e+04     2017     2000     1200      100 2.698e+04     5000 ] ss=4.449e+09
    ...........................Split cd=12 cv=2.659e+04 nd=10 sm=[  5.4e+05      365 2.38e+05 2.045e+05 1.741e+05 1.623e+05 1.534e+05 1.768e+05 1.447e+04 1.369e+04     9102     7697 3.478e+04 1.405e+04 ] ss=5.802e+10
    ..............................Leaf n=1 <70> sm=[    5e+04       26 3.543e+04 3.063e+04 3.024e+04 2.028e+04 1.917e+04 1.957e+04     1537     1947      800     1000      718      683 ] ss=6.778e+09
    .............................Split cd=13 cv=   683 nd=5 sm=[  2.7e+05      181 1.738e+05 1.571e+05 1.289e+05 1.151e+05 1.075e+05 1.072e+05     7263     7290     5815     4100     4801     2467 ] ss=3.712e+10
    .................................Leaf n=1 <94> sm=[    7e+04       47 4.086e+04 3.891e+04 2.515e+04 2.543e+04 2.554e+04 2.457e+04     1421     2524     1584      695      686      525 ] ss=1.063e+10
    ................................Split cd=7 cv=1.763e+04 nd=2 sm=[  1.2e+05       79 8.302e+04 7.716e+04 5.255e+04 4.902e+04 4.282e+04 4.221e+04     2893     4024     2866     1313     1326     1169 ] ss=1.83e+10
    .................................Leaf n=1 <48> sm=[    5e+04       32 4.216e+04 3.825e+04 2.74e+04 2.358e+04 1.727e+04 1.763e+04     1472     1500     1282      618      640      644 ] ss=7.664e+09
    ...............................Split cd=4 cv=2.446e+04 nd=3 sm=[  1.7e+05      117 1.168e+05 1.042e+05 7.701e+04 7.218e+04 6.51e+04 6.274e+04     4326     5343     3639     2100     2083     1784 ] ss=2.473e+10
    ................................Leaf n=1 <85> sm=[    5e+04       38 3.38e+04 2.703e+04 2.446e+04 2.316e+04 2.228e+04 2.054e+04     1433     1319      773      787      757      615 ] ss=6.432e+09
    ..............................Split cd=2 cv=2.153e+04 nd=4 sm=[  2.2e+05      155 1.384e+05 1.265e+05 9.864e+04 9.483e+04 8.837e+04 8.765e+04     5726     5343     5015     3100     4083     1784 ] ss=3.034e+10
    ...............................Leaf n=1 <2> sm=[    5e+04       38 2.153e+04 2.228e+04 2.164e+04 2.265e+04 2.328e+04 2.49e+04     1400        0     1376     1000     2000        0 ] ss=5.612e+09
    ............................Split cd=3 cv=2.091e+04 nd=9 sm=[  4.9e+05      317 2.254e+05 1.916e+05 1.667e+05 1.543e+05 1.495e+05 1.498e+05 1.246e+04 1.169e+04     7902     7597     7801     9050 ] ss=5.357e+10
    ..............................Leaf n=1 <50> sm=[    5e+04       34 1.082e+04 1.188e+04 1.366e+04 1.495e+04 1.657e+04 1.683e+04     1221     2000     1500     2000     2000     4000 ] ss=3.757e+09
    .............................Split cd=13 cv=  4000 nd=4 sm=[  2.2e+05      136 5.162e+04 3.45e+04 3.786e+04 3.919e+04 4.191e+04 4.261e+04     5192     4399     2087     3497     3000     6583 ] ss=1.645e+10
    ...............................Leaf n=1 <52> sm=[    5e+04       46 3.571e+04 1.539e+04 1.61e+04 1.642e+04 1.676e+04 1.748e+04     1561     1268      587      611     1000     2000 ] ss=5.138e+09
    ..............................Split cd=2 cv=2.151e+04 nd=3 sm=[  1.7e+05      102 4.08e+04 2.263e+04 2.42e+04 2.424e+04 2.534e+04 2.578e+04     3971     2399      587     1497     1000     2583 ] ss=1.269e+10
    ................................Leaf n=1 <66> sm=[    6e+04       27     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      332 ] ss=3.956e+09
    ...............................Split cd=4 cv=  8104 nd=2 sm=[  1.2e+05       56     5087     7236     8104     7825     8580     8300     2410     1131        0      886        0      583 ] ss=7.556e+09
    ................................Leaf n=1 <15> sm=[    6e+04       29        0        0        0        0        0        0        0        0        0        0        0      251 ] ss=3.6e+09
    ..........................Split cd=0 cv=4.062e+04 nd=20 sm=[  7.6e+05      693  3.3e+05 2.989e+05 2.723e+05 2.59e+05 2.336e+05 2.449e+05 2.679e+04 2.25e+04 1.581e+04 2.187e+04 4.078e+04 2.066e+04 ] ss=7.253e+10
    ............................Leaf n=1 <77> sm=[    3e+04       34 2.677e+04 2.801e+04 2.925e+04 2.925e+04 1.984e+04 1.479e+04     2000     1694     1200     8697     2000     1000 ] ss=4.814e+09
    ...........................Split cd=12 cv=  2000 nd=10 sm=[  2.2e+05      328 9.201e+04 9.435e+04 9.821e+04 9.666e+04 8.024e+04 6.811e+04 1.232e+04     8815     6712 1.418e+04     6000     6612 ] ss=1.452e+10
    .............................Leaf n=1 <90> sm=[    3e+04       38 1.763e+04 2.002e+04 2.042e+04 2.06e+04 1.999e+04 1.939e+04     3000     1000      786        0        0        0 ] ss=3.24e+09
    ............................Split cd=3 cv=2.002e+04 nd=9 sm=[  1.9e+05      294 6.524e+04 6.634e+04 6.896e+04 6.74e+04 6.04e+04 5.332e+04 1.032e+04     7121     5512     5480     4000     5612 ] ss=9.702e+09
    ..............................Leaf n=1 <32> sm=[    2e+04       24     3980     5075     5979     6796     6463     2255     1318     1183     1000        0        0     2440 ] ss=5.805e+08
    .............................Split cd=13 cv=  2440 nd=8 sm=[  1.6e+05      256 4.761e+04 4.632e+04 4.854e+04 4.68e+04 4.041e+04 3.393e+04     7318     6121     4726     5480     4000     5612 ] ss=6.462e+09
    ...............................Leaf n=1 <47> sm=[    2e+04       39 1.411e+04 1.122e+04 1.066e+04     7928      580        0     3520        0     1000      580        0        0 ] ss=9.155e+08
    ..............................Split cd=2 cv=1.411e+04 nd=7 sm=[  1.4e+05      232 4.363e+04 4.124e+04 4.256e+04 4.001e+04 3.395e+04 3.167e+04     6000     4938     3726     5480     4000     3172 ] ss=5.882e+09
    ................................Leaf n=1 <86> sm=[    1e+04       44 1.042e+04     9775 1.096e+04 1.115e+04 1.076e+04 1.013e+04        0     2500     1000      400        0      672 ] ss=7.75e+08
    ...............................Split cd=4 cv=1.096e+04 nd=6 sm=[  1.2e+05      193 2.952e+04 3.002e+04 3.19e+04 3.208e+04 3.337e+04 3.167e+04     2480     4938     2726     4900     4000     3172 ] ss=4.966e+09
    .................................Leaf n=1 <7> sm=[    1e+04       22 1.016e+04     9860     9565     9265 1.195e+04 1.219e+04        0        0        0     3000     1000        0 ] ss=7.792e+08
    ................................Split cd=7 cv=1.219e+04 nd=5 sm=[  1.1e+05      149 1.91e+04 2.024e+04 2.094e+04 2.092e+04 2.261e+04 2.155e+04     2480     2438     1726     4500     4000     2500 ] ss=4.191e+09
    ..................................Leaf n=1 <6> sm=[    1e+04       28     5757     6805     7662     8034     8256     8957     1300     1128      500      500     1000      500 ] ss=4.558e+08
    .................................Split cd=5 cv=  8034 nd=4 sm=[    1e+05      127     8937 1.038e+04 1.137e+04 1.166e+04 1.066e+04     9357     2480     2438     1726     1500     3000     2500 ] ss=3.412e+09
    ....................................Leaf n=1 <4> sm=[    3e+04       28        0        0     1310      816        0        0        0     1310      816        0        0        0 ] ss=9.048e+08
    ...................................Split cd=9 cv=  1310 nd=2 sm=[    7e+04       71     2400     2400     3710     3216     2400     2400        0     1310      816        0        0        0 ] ss=2.539e+09
    ....................................Leaf n=1 <24> sm=[    4e+04       43     2400     2400     2400     2400     2400     2400        0        0        0        0        0        0 ] ss=1.635e+09
    ..................................Split cd=0 cv=2.531e+04 nd=3 sm=[    9e+04       99     3180     3580     3710     3626     2400      400     1180     1310     1226     1000     2000     2000 ] ss=2.956e+09
    ...................................Leaf n=1 <96> sm=[    2e+04       28      780     1180        0      410        0    -2000     1180        0      410     1000     2000     2000 ] ss=4.167e+08
================
 the cost before round is  9947681658384.057
final LP of our method
 the cost before round is  16532032620183.645
test 4.1389114358025836e-13
times =  0.5




 out method
the size of clean data is  (1000, 14)
the number of colors is 8
 the size of T is  199
 the cost before round is  10556562544386.273
final LP of our method
 the cost before round is  16960595822354.732
test 3.526068326209497e-13
times =  0.2




 out method
the size of clean data is  (1000, 14)
the number of colors is 8
 the size of T is  79
 the cost before round is  12378091913795.234
final LP of our method
 the cost before round is  17468662155758.266
test 1.2789769243681803e-13
times =  0.1




 out method
the size of clean data is  (1000, 14)
the number of colors is 8
 the size of T is  39
 the cost before round is  19087212493582.723
final LP of our method
 the cost before round is  21406373868959.785
test 1.7053025658242404e-13
