Using config_str = balanced_complex
my test [0.0]
delta =  0.0
NIPS 19:
the size of clean data is  (100, 2)
the number of colors is 8
baseline cost
Set parameter WLSAccessID
Set parameter WLSSecret
Set parameter LicenseID to value 2512068
Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
open file successfully.
Data Points:
(152.262, 71.197)
(200.511, 427.955)
(504.016, 164.453)
(466.572, 68.819)
(484.317, 233.798)
(649.06, 442.005)
(51.622, 306.263)
(83.199, 398.172)
(654.665, 418.648)
(175.281, 98.624)
(445.168, 121.036)
(276.546, 403.014)
(614.932, 424.576)
(554.133, 189.464)
(100.566, 87.184)
(64.779, 180.357)
(568.75, 190.522)
(120.241, 155.652)
(274.408, 158.305)
(63.973, 147.393)
(535.768, 295.254)
(328.328, 161.379)
(479.124, 353.347)
(581.772, 291.836)
(336.719, 335.237)
(143.269, 260.419)
(501.173, 209.049)
(28.819, 81.143)
(514.003, 404.715)
(236.939, 96.547)
(340.258, 369.252)
(368.188, 341.876)
(190.483, 68.481)
(295.567, 417.203)
(168.274, 139.703)
(162.91, 380.567)
(136.333, 340.328)
(445.339, 57.294)
(424.294, 97.509)
(477.011, 43.279)
(163.283, 357.159)
(183.113, 404.72)
(505.503, 162.45)
(514.639, 216.942)
(170.891, 73.995)
(219.699, 83.054)
(452.837, 67.247)
(40.931, 354.262)
(20.122, 112.335)
(201.416, 140.704)
(464.185, 218.974)
(578.552, 176.176)
(168.411, 101.163)
(180.488, 328.618)
(339.705, 367.928)
(614.765, 393.269)
(617.633, 151.196)
(610.153, 215.188)
(314.32, 93.69)
(292.568, 147.238)
(510.951, 126.254)
(343.402, 339.059)
(296.567, 402.621)
(459.358, 313.731)
(115.795, 145.864)
(314.833, 365.398)
(485.006, 245.823)
(362.335, 265.582)
(313.889, 165.633)
(182.901, 351.725)
(504.405, 73.147)
(488.985, 46.419)
(478.584, 54.568)
(179.363, 343.574)
(159.181, 354.447)
(284.96, 86.528)
(603.368, 297.967)
(166.854, 258.216)
(155.358, 377.929)
(216.281, 403.738)
(571.288, 186.591)
(55.027, 177.406)
(152.655, 345.182)
(303.317, 405.982)
(569.252, 150.45)
(544.398, 202.037)
(555.511, 152.813)
(229.033, 411.662)
(319.294, 329.545)
(169.89, 406.627)
(175.568, 353.932)
(269.955, 74.645)
(216.907, 114.343)
(462.699, 176.173)
(508.916, 248.813)
(238.526, 441.593)
(402.773, 284.218)
(516.314, 56.174)
(432.501, 87.168)
(324.884, 170.819)

Executing Clustering Algorithm: Swap
    ........Leaf n=1 <5> sm=[   649.06  442.005 ] ss=616647
    .......Split cd=1 cv= 418.6 nd=2 sm=[     1304    860.7 ] ss=1.22e+06
    ........Leaf n=1 <8> sm=[    654.7    418.6 ] ss=6.039e+05
    ......Split cd=0 cv=   615 nd=3 sm=[     1919     1285 ] ss=1.779e+06
    .......Leaf n=1 <12> sm=[    614.9    424.6 ] ss=5.584e+05
    .....Split cd=1 cv= 393.3 nd=4 sm=[     2533     1678 ] ss=2.312e+06
    ......Leaf n=1 <55> sm=[    614.8    393.3 ] ss=5.326e+05
    ....Split cd=0 cv= 575.3 nd=5 sm=[     3047     2083 ] ss=2.739e+06
    .....Leaf n=1 <28> sm=[      514    404.7 ] ss=4.28e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     5277     3217 ] ss=4.311e+06
    ......Leaf n=1 <76> sm=[    603.4      298 ] ss=4.528e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1185    589.8 ] ss=8.765e+05
    ......Leaf n=1 <23> sm=[    581.8    291.8 ] ss=4.236e+05
    ....Split cd=0 cv= 575.3 nd=4 sm=[     2230     1134 ] ss=1.572e+06
    ......Leaf n=1 <20> sm=[    535.8    295.3 ] ss=3.742e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1045    544.1 ] ss=6.951e+05
    ......Leaf n=1 <94> sm=[    508.9    248.8 ] ss=3.209e+05
    ..Split cd=0 cv=   496 nd=18 sm=[     8857     6098 ] ss=6.704e+06
    .....Leaf n=1 <22> sm=[    479.1    353.3 ] ss=3.544e+05
    ....Split cd=0 cv= 416.7 nd=3 sm=[     1159     1091 ] ss=8.573e+05
    ......Leaf n=1 <30> sm=[    340.3    369.3 ] ss=2.521e+05
    .....Split cd=1 cv= 369.3 nd=2 sm=[      680    737.2 ] ss=5.029e+05
    ......Leaf n=1 <54> sm=[    339.7    367.9 ] ss=2.508e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     3580     2881 ] ss=2.393e+06
    ......Leaf n=1 <63> sm=[    459.4    313.7 ] ss=3.094e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[    944.4    559.6 ] ss=6.051e+05
    ......Leaf n=1 <66> sm=[      485    245.8 ] ss=2.957e+05
    ....Split cd=0 cv= 416.7 nd=6 sm=[     2421     1790 ] ss=1.535e+06
    .......Leaf n=1 <31> sm=[    368.2    341.9 ] ss=2.524e+05
    ......Split cd=0 cv= 368.2 nd=2 sm=[    711.6    680.9 ] ss=4.853e+05
    .......Leaf n=1 <61> sm=[    343.4    339.1 ] ss=2.329e+05
    .....Split cd=1 cv= 292.5 nd=4 sm=[     1477     1231 ] ss=9.302e+05
    .......Leaf n=1 <96> sm=[    402.8    284.2 ] ss=2.43e+05
    ......Split cd=0 cv= 377.1 nd=2 sm=[    765.1    549.8 ] ss=4.448e+05
    .......Leaf n=1 <67> sm=[    362.3    265.6 ] ss=2.018e+05
    .Split cd=1 cv= 242.6 nd=46 sm=[ 2.311e+04     9993 ] ss=1.468e+07
    ......Leaf n=1 <57> sm=[    610.2    215.2 ] ss=4.186e+05
    .....Split cd=1 cv= 192.8 nd=3 sm=[     1806    542.6 ] ss=1.189e+06
    .......Leaf n=1 <56> sm=[    617.6    151.2 ] ss=4.043e+05
    ......Split cd=0 cv=   615 nd=2 sm=[     1196    327.4 ] ss=7.701e+05
    .......Leaf n=1 <51> sm=[    578.6    176.2 ] ss=3.658e+05
    ....Split cd=0 cv= 575.3 nd=13 sm=[     7195     2367 ] ss=4.438e+06
    .......Leaf n=1 <85> sm=[    544.4      202 ] ss=3.372e+05
    ......Split cd=0 cv= 535.7 nd=3 sm=[     1560      628 ] ss=9.44e+05
    ........Leaf n=1 <43> sm=[    514.6    216.9 ] ss=3.119e+05
    .......Split cd=1 cv= 216.9 nd=2 sm=[     1016      426 ] ss=6.068e+05
    ........Leaf n=1 <26> sm=[    501.2      209 ] ss=2.949e+05
    .....Split cd=1 cv= 192.8 nd=10 sm=[     5389     1825 ] ss=3.25e+06
    ..........Leaf n=1 <16> sm=[    568.8    190.5 ] ss=3.598e+05
    .........Split cd=1 cv= 186.6 nd=2 sm=[     1140    377.1 ] ss=7.21e+05
    ..........Leaf n=1 <80> sm=[    571.3    186.6 ] ss=3.612e+05
    ........Split cd=0 cv= 555.5 nd=3 sm=[     1694    566.6 ] ss=1.064e+06
    .........Leaf n=1 <13> sm=[    554.1    189.5 ] ss=3.43e+05
    .......Split cd=1 cv= 167.9 nd=5 sm=[     2819    869.8 ] ss=1.743e+06
    .........Leaf n=1 <84> sm=[    569.3    150.4 ] ss=3.467e+05
    ........Split cd=0 cv= 555.5 nd=2 sm=[     1125    303.3 ] ss=6.786e+05
    .........Leaf n=1 <86> sm=[    555.5    152.8 ] ss=3.319e+05
    ......Split cd=0 cv= 535.7 nd=7 sm=[     3828     1197 ] ss=2.306e+06
    ........Leaf n=1 <2> sm=[      504    164.5 ] ss=2.811e+05
    .......Split cd=1 cv= 164.5 nd=2 sm=[     1010    326.9 ] ss=5.63e+05
    ........Leaf n=1 <42> sm=[    505.5    162.4 ] ss=2.819e+05
    ...Split cd=1 cv=   143 nd=16 sm=[     8727     2623 ] ss=5.245e+06
    .....Leaf n=1 <97> sm=[    516.3    56.17 ] ss=2.697e+05
    ....Split cd=0 cv= 516.3 nd=3 sm=[     1532    255.6 ] ss=8.065e+05
    ......Leaf n=1 <60> sm=[      511    126.3 ] ss=2.77e+05
    .....Split cd=1 cv= 93.12 nd=2 sm=[     1015    199.4 ] ss=5.368e+05
    ......Leaf n=1 <70> sm=[    504.4    73.15 ] ss=2.598e+05
    ..Split cd=0 cv=   496 nd=28 sm=[ 1.425e+04     3895 ] ss=7.976e+06
    ......Leaf n=1 <4> sm=[    484.3    233.8 ] ss=2.892e+05
    .....Split cd=1 cv=   219 nd=2 sm=[    948.5    452.8 ] ss=5.526e+05
    ......Leaf n=1 <50> sm=[    464.2      219 ] ss=2.634e+05
    ....Split cd=0 cv= 462.7 nd=3 sm=[     1411    628.9 ] ss=7.978e+05
    .....Leaf n=1 <93> sm=[    462.7    176.2 ] ss=2.451e+05
    ...Split cd=1 cv=   143 nd=12 sm=[     5522     1272 ] ss=2.731e+06
    ......Leaf n=1 <10> sm=[    445.2      121 ] ss=2.128e+05
    .....Split cd=1 cv= 93.12 nd=8 sm=[     3687    545.8 ] ss=1.744e+06
    ........Leaf n=1 <3> sm=[    466.6    68.82 ] ss=2.224e+05
    .......Split cd=1 cv=  68.2 nd=4 sm=[     1911    213.1 ] ss=9.251e+05
    ..........Leaf n=1 <72> sm=[    478.6    54.57 ] ss=2.32e+05
    .........Split cd=1 cv= 54.57 nd=2 sm=[    967.6      101 ] ss=4.733e+05
    ..........Leaf n=1 <71> sm=[      489    46.42 ] ss=2.413e+05
    ........Split cd=0 cv= 478.1 nd=3 sm=[     1445    144.3 ] ss=7.027e+05
    .........Leaf n=1 <39> sm=[      477    43.28 ] ss=2.294e+05
    ......Split cd=0 cv= 460.2 nd=7 sm=[     3242    424.8 ] ss=1.531e+06
    ........Leaf n=1 <98> sm=[    432.5    87.17 ] ss=1.947e+05
    .......Split cd=1 cv=  68.2 nd=3 sm=[     1331    211.7 ] ss=6.058e+05
    .........Leaf n=1 <46> sm=[    452.8    67.25 ] ss=2.096e+05
    ........Split cd=0 cv= 445.3 nd=2 sm=[    898.2    124.5 ] ss=4.112e+05
    .........Leaf n=1 <37> sm=[    445.3    57.29 ] ss=2.016e+05
    ....Split cd=0 cv= 424.3 nd=9 sm=[     4111    643.3 ] ss=1.933e+06
    .....Leaf n=1 <38> sm=[    424.3    97.51 ] ss=1.895e+05
    Split cd=0 cv= 337.4 nd=100 sm=[ 3.349e+04 2.339e+04 ] ss=2.131e+07
    .......Leaf n=1 <83> sm=[    303.3      406 ] ss=2.568e+05
    ......Split cd=0 cv= 297.7 nd=4 sm=[     1172     1629 ] ss=1.007e+06
    ........Leaf n=1 <33> sm=[    295.6    417.2 ] ss=2.614e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    868.7     1223 ] ss=7.504e+05
    .........Leaf n=1 <62> sm=[    296.6    402.6 ] ss=2.501e+05
    ........Split cd=0 cv= 277.9 nd=2 sm=[    573.1    805.6 ] ss=4.89e+05
    .........Leaf n=1 <11> sm=[    276.5      403 ] ss=2.389e+05
    .....Split cd=1 cv= 392.2 nd=5 sm=[     1487     1994 ] ss=1.24e+06
    ......Leaf n=1 <65> sm=[    314.8    365.4 ] ss=2.326e+05
    ....Split cd=0 cv= 258.1 nd=12 sm=[     2917     4779 ] ss=2.651e+06
    ........Leaf n=1 <95> sm=[    238.5    441.6 ] ss=2.519e+05
    .......Split cd=1 cv= 417.1 nd=2 sm=[    467.6    853.3 ] ss=4.738e+05
    ........Leaf n=1 <87> sm=[      229    411.7 ] ss=2.219e+05
    ......Split cd=0 cv= 218.4 nd=5 sm=[     1067     2090 ] ss=1.104e+06
    ........Leaf n=1 <1> sm=[    200.5      428 ] ss=2.234e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    599.9     1236 ] ss=6.305e+05
    .........Leaf n=1 <79> sm=[    216.3    403.7 ] ss=2.098e+05
    ........Split cd=0 cv= 198.6 nd=2 sm=[    399.4    808.5 ] ss=4.071e+05
    .........Leaf n=1 <41> sm=[    183.1    404.7 ] ss=1.973e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1430     2785 ] ss=1.412e+06
    .......Leaf n=1 <69> sm=[    182.9    351.7 ] ss=1.572e+05
    ......Split cd=0 cv= 182.9 nd=2 sm=[    362.3    695.3 ] ss=3.074e+05
    .......Leaf n=1 <73> sm=[    179.4    343.6 ] ss=1.502e+05
    ...Split cd=1 cv= 342.3 nd=15 sm=[     3753     5773 ] ss=3.228e+06
    ......Leaf n=1 <24> sm=[    336.7    335.2 ] ss=2.258e+05
    .....Split cd=1 cv= 329.5 nd=2 sm=[      656    664.8 ] ss=4.363e+05
    ......Leaf n=1 <88> sm=[    319.3    329.5 ] ss=2.105e+05
    ....Split cd=0 cv= 258.1 nd=3 sm=[    836.5    993.4 ] ss=5.769e+05
    .....Leaf n=1 <53> sm=[    180.5    328.6 ] ss=1.406e+05
    ..Split cd=0 cv= 178.8 nd=28 sm=[     5514 1.027e+04 ] ss=5.071e+06
    ......Leaf n=1 <89> sm=[    169.9    406.6 ] ss=1.942e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1139     2576 ] ss=1.136e+06
    .........Leaf n=1 <35> sm=[    162.9    380.6 ] ss=1.714e+05
    ........Split cd=0 cv= 162.9 nd=2 sm=[    318.3    758.5 ] ss=3.383e+05
    .........Leaf n=1 <78> sm=[    155.4    377.9 ] ss=1.67e+05
    .......Split cd=1 cv= 367.2 nd=5 sm=[    816.3     1824 ] ss=7.996e+05
    .........Leaf n=1 <90> sm=[    175.6    353.9 ] ss=1.561e+05
    ........Split cd=0 cv= 165.7 nd=3 sm=[      498     1066 ] ss=4.613e+05
    ..........Leaf n=1 <40> sm=[    163.3    357.2 ] ss=1.542e+05
    .........Split cd=1 cv= 354.8 nd=2 sm=[    322.5    711.6 ] ss=3.052e+05
    ..........Leaf n=1 <74> sm=[    159.2    354.4 ] ss=1.51e+05
    ......Split cd=0 cv= 152.7 nd=6 sm=[      969     2169 ] ss=9.421e+05
    .......Leaf n=1 <82> sm=[    152.7    345.2 ] ss=1.425e+05
    ....Split cd=0 cv= 99.44 nd=9 sm=[     1263     3328 ] ss=1.429e+06
    ......Leaf n=1 <7> sm=[     83.2    398.2 ] ss=1.655e+05
    .....Split cd=1 cv= 392.2 nd=2 sm=[    124.1    752.4 ] ss=2.926e+05
    ......Leaf n=1 <47> sm=[    40.93    354.3 ] ss=1.272e+05
    ...Split cd=1 cv= 342.3 nd=13 sm=[     1761     4494 ] ss=1.843e+06
    ......Leaf n=1 <36> sm=[    136.3    340.3 ] ss=1.344e+05
    .....Split cd=1 cv= 292.5 nd=3 sm=[    446.5      859 ] ss=3.173e+05
    .......Leaf n=1 <77> sm=[    166.9    258.2 ] ss=9.452e+04
    ......Split cd=0 cv= 143.3 nd=2 sm=[    310.1    518.6 ] ss=1.829e+05
    .......Leaf n=1 <25> sm=[    143.3    260.4 ] ss=8.834e+04
    ....Split cd=0 cv= 99.44 nd=4 sm=[    498.1     1165 ] ss=4.137e+05
    .....Leaf n=1 <6> sm=[    51.62    306.3 ] ss=9.646e+04
    .Split cd=1 cv= 242.6 nd=54 sm=[ 1.039e+04 1.34e+04 ] ss=6.628e+06
    ......Leaf n=1 <99> sm=[    324.9    170.8 ] ss=1.347e+05
    .....Split cd=1 cv= 170.8 nd=4 sm=[     1260    645.1 ] ss=5.018e+05
    ........Leaf n=1 <21> sm=[    328.3    161.4 ] ss=1.338e+05
    .......Split cd=0 cv= 321.6 nd=2 sm=[    642.2      327 ] ss=2.598e+05
    ........Leaf n=1 <68> sm=[    313.9    165.6 ] ss=1.26e+05
    ......Split cd=0 cv= 305.9 nd=3 sm=[    934.8    474.2 ] ss=3.671e+05
    .......Leaf n=1 <59> sm=[    292.6    147.2 ] ss=1.073e+05
    ....Split cd=0 cv= 274.4 nd=5 sm=[     1534    803.4 ] ss=6.022e+05
    .....Leaf n=1 <18> sm=[    274.4    158.3 ] ss=1.004e+05
    ...Split cd=1 cv=   143 nd=13 sm=[     3469     1561 ] ss=1.159e+06
    ......Leaf n=1 <58> sm=[    314.3    93.69 ] ss=1.076e+05
    .....Split cd=1 cv= 93.12 nd=3 sm=[    869.2    254.9 ] ss=2.747e+05
    .......Leaf n=1 <75> sm=[      285    86.53 ] ss=8.869e+04
    ......Split cd=0 cv=   285 nd=2 sm=[    554.9    161.2 ] ss=1.671e+05
    .......Leaf n=1 <91> sm=[      270    74.64 ] ss=7.845e+04
    ....Split cd=0 cv= 258.1 nd=8 sm=[     1935      758 ] ss=5.568e+05
    .......Leaf n=1 <29> sm=[    236.9    96.55 ] ss=6.546e+04
    ......Split cd=0 cv= 218.4 nd=3 sm=[    655.3    351.6 ] ss=1.86e+05
    ........Leaf n=1 <49> sm=[    201.4    140.7 ] ss=6.037e+04
    .......Split cd=1 cv=   118 nd=2 sm=[    418.3      255 ] ss=1.205e+05
    ........Leaf n=1 <92> sm=[    216.9    114.3 ] ss=6.012e+04
    .....Split cd=1 cv= 93.12 nd=5 sm=[     1065    503.1 ] ss=2.821e+05
    .......Leaf n=1 <45> sm=[    219.7    83.05 ] ss=5.517e+04
    ......Split cd=0 cv= 218.4 nd=2 sm=[    410.2    151.5 ] ss=9.614e+04
    .......Leaf n=1 <32> sm=[    190.5    68.48 ] ss=4.097e+04
    ..Split cd=0 cv= 178.8 nd=26 sm=[     4873     3133 ] ss=1.557e+06
    ......Leaf n=1 <17> sm=[    120.2    155.7 ] ss=3.869e+04
    .....Split cd=1 cv= 155.7 nd=2 sm=[      236    301.5 ] ss=7.337e+04
    ......Leaf n=1 <64> sm=[    115.8    145.9 ] ss=3.468e+04
    ....Split cd=0 cv= 99.44 nd=5 sm=[    419.8    806.7 ] ss=1.704e+05
    ......Leaf n=1 <15> sm=[    64.78    180.4 ] ss=3.672e+04
    .....Split cd=1 cv= 180.4 nd=3 sm=[    183.8    505.2 ] ss=9.704e+04
    .......Leaf n=1 <19> sm=[    63.97    147.4 ] ss=2.582e+04
    ......Split cd=0 cv= 59.78 nd=2 sm=[      119    324.8 ] ss=6.032e+04
    .......Leaf n=1 <81> sm=[    55.03    177.4 ] ss=3.45e+04
    ...Split cd=1 cv=   143 nd=13 sm=[     1404     1572 ] ss=3.984e+05
    ........Leaf n=1 <52> sm=[    168.4    101.2 ] ss=3.86e+04
    .......Split cd=1 cv= 101.2 nd=2 sm=[    343.7    199.8 ] ss=7.905e+04
    ........Leaf n=1 <9> sm=[    175.3    98.62 ] ss=4.045e+04
    ......Split cd=0 cv= 168.3 nd=3 sm=[      512    339.5 ] ss=1.269e+05
    .......Leaf n=1 <34> sm=[    168.3    139.7 ] ss=4.783e+04
    .....Split cd=1 cv= 93.12 nd=6 sm=[    935.7    571.9 ] ss=2.075e+05
    ........Leaf n=1 <44> sm=[    170.9       74 ] ss=3.468e+04
    .......Split cd=1 cv=  71.2 nd=2 sm=[    323.2    145.2 ] ss=6.293e+04
    ........Leaf n=1 <0> sm=[    152.3     71.2 ] ss=2.825e+04
    ......Split cd=0 cv= 139.1 nd=3 sm=[    423.7    232.4 ] ss=8.065e+04
    .......Leaf n=1 <14> sm=[    100.6    87.18 ] ss=1.771e+04
    ....Split cd=0 cv= 99.44 nd=8 sm=[    984.6    765.3 ] ss=2.28e+05
    ......Leaf n=1 <48> sm=[    20.12    112.3 ] ss=1.302e+04
    .....Split cd=1 cv= 93.12 nd=2 sm=[    48.94    193.5 ] ss=2.044e+04
    ......Leaf n=1 <27> sm=[    28.82    81.14 ] ss=7415
================
open file successfully.
Data Points:
(152.262, 71.197)
(200.511, 427.955)
(504.016, 164.453)
(466.572, 68.819)
(484.317, 233.798)
(649.06, 442.005)
(51.622, 306.263)
(83.199, 398.172)
(654.665, 418.648)
(175.281, 98.624)
(445.168, 121.036)
(276.546, 403.014)
(614.932, 424.576)
(554.133, 189.464)
(100.566, 87.184)
(64.779, 180.357)
(568.75, 190.522)
(120.241, 155.652)
(274.408, 158.305)
(63.973, 147.393)
(535.768, 295.254)
(328.328, 161.379)
(479.124, 353.347)
(581.772, 291.836)
(336.719, 335.237)
(143.269, 260.419)
(501.173, 209.049)
(28.819, 81.143)
(514.003, 404.715)
(236.939, 96.547)
(340.258, 369.252)
(368.188, 341.876)
(190.483, 68.481)
(295.567, 417.203)
(168.274, 139.703)
(162.91, 380.567)
(136.333, 340.328)
(445.339, 57.294)
(424.294, 97.509)
(477.011, 43.279)
(163.283, 357.159)
(183.113, 404.72)
(505.503, 162.45)
(514.639, 216.942)
(170.891, 73.995)
(219.699, 83.054)
(452.837, 67.247)
(40.931, 354.262)
(20.122, 112.335)
(201.416, 140.704)
(464.185, 218.974)
(578.552, 176.176)
(168.411, 101.163)
(180.488, 328.618)
(339.705, 367.928)
(614.765, 393.269)
(617.633, 151.196)
(610.153, 215.188)
(314.32, 93.69)
(292.568, 147.238)
(510.951, 126.254)
(343.402, 339.059)
(296.567, 402.621)
(459.358, 313.731)
(115.795, 145.864)
(314.833, 365.398)
(485.006, 245.823)
(362.335, 265.582)
(313.889, 165.633)
(182.901, 351.725)
(504.405, 73.147)
(488.985, 46.419)
(478.584, 54.568)
(179.363, 343.574)
(159.181, 354.447)
(284.96, 86.528)
(603.368, 297.967)
(166.854, 258.216)
(155.358, 377.929)
(216.281, 403.738)
(571.288, 186.591)
(55.027, 177.406)
(152.655, 345.182)
(303.317, 405.982)
(569.252, 150.45)
(544.398, 202.037)
(555.511, 152.813)
(229.033, 411.662)
(319.294, 329.545)
(169.89, 406.627)
(175.568, 353.932)
(269.955, 74.645)
(216.907, 114.343)
(462.699, 176.173)
(508.916, 248.813)
(238.526, 441.593)
(402.773, 284.218)
(516.314, 56.174)
(432.501, 87.168)
(324.884, 170.819)

Executing Clustering Algorithm: Swap
    ........Leaf n=1 <5> sm=[   649.06  442.005 ] ss=616647
    .......Split cd=1 cv= 418.6 nd=2 sm=[     1304    860.7 ] ss=1.22e+06
    ........Leaf n=1 <8> sm=[    654.7    418.6 ] ss=6.039e+05
    ......Split cd=0 cv=   615 nd=3 sm=[     1919     1285 ] ss=1.779e+06
    .......Leaf n=1 <12> sm=[    614.9    424.6 ] ss=5.584e+05
    .....Split cd=1 cv= 393.3 nd=4 sm=[     2533     1678 ] ss=2.312e+06
    ......Leaf n=1 <55> sm=[    614.8    393.3 ] ss=5.326e+05
    ....Split cd=0 cv= 575.3 nd=5 sm=[     3047     2083 ] ss=2.739e+06
    .....Leaf n=1 <28> sm=[      514    404.7 ] ss=4.28e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     5277     3217 ] ss=4.311e+06
    ......Leaf n=1 <76> sm=[    603.4      298 ] ss=4.528e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1185    589.8 ] ss=8.765e+05
    ......Leaf n=1 <23> sm=[    581.8    291.8 ] ss=4.236e+05
    ....Split cd=0 cv= 575.3 nd=4 sm=[     2230     1134 ] ss=1.572e+06
    ......Leaf n=1 <20> sm=[    535.8    295.3 ] ss=3.742e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1045    544.1 ] ss=6.951e+05
    ......Leaf n=1 <94> sm=[    508.9    248.8 ] ss=3.209e+05
    ..Split cd=0 cv=   496 nd=18 sm=[     8857     6098 ] ss=6.704e+06
    .....Leaf n=1 <22> sm=[    479.1    353.3 ] ss=3.544e+05
    ....Split cd=0 cv= 416.7 nd=3 sm=[     1159     1091 ] ss=8.573e+05
    ......Leaf n=1 <30> sm=[    340.3    369.3 ] ss=2.521e+05
    .....Split cd=1 cv= 369.3 nd=2 sm=[      680    737.2 ] ss=5.029e+05
    ......Leaf n=1 <54> sm=[    339.7    367.9 ] ss=2.508e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     3580     2881 ] ss=2.393e+06
    ......Leaf n=1 <63> sm=[    459.4    313.7 ] ss=3.094e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[    944.4    559.6 ] ss=6.051e+05
    ......Leaf n=1 <66> sm=[      485    245.8 ] ss=2.957e+05
    ....Split cd=0 cv= 416.7 nd=6 sm=[     2421     1790 ] ss=1.535e+06
    .......Leaf n=1 <31> sm=[    368.2    341.9 ] ss=2.524e+05
    ......Split cd=0 cv= 368.2 nd=2 sm=[    711.6    680.9 ] ss=4.853e+05
    .......Leaf n=1 <61> sm=[    343.4    339.1 ] ss=2.329e+05
    .....Split cd=1 cv= 292.5 nd=4 sm=[     1477     1231 ] ss=9.302e+05
    .......Leaf n=1 <96> sm=[    402.8    284.2 ] ss=2.43e+05
    ......Split cd=0 cv= 377.1 nd=2 sm=[    765.1    549.8 ] ss=4.448e+05
    .......Leaf n=1 <67> sm=[    362.3    265.6 ] ss=2.018e+05
    .Split cd=1 cv= 242.6 nd=46 sm=[ 2.311e+04     9993 ] ss=1.468e+07
    ......Leaf n=1 <57> sm=[    610.2    215.2 ] ss=4.186e+05
    .....Split cd=1 cv= 192.8 nd=3 sm=[     1806    542.6 ] ss=1.189e+06
    .......Leaf n=1 <56> sm=[    617.6    151.2 ] ss=4.043e+05
    ......Split cd=0 cv=   615 nd=2 sm=[     1196    327.4 ] ss=7.701e+05
    .......Leaf n=1 <51> sm=[    578.6    176.2 ] ss=3.658e+05
    ....Split cd=0 cv= 575.3 nd=13 sm=[     7195     2367 ] ss=4.438e+06
    .......Leaf n=1 <85> sm=[    544.4      202 ] ss=3.372e+05
    ......Split cd=0 cv= 535.7 nd=3 sm=[     1560      628 ] ss=9.44e+05
    ........Leaf n=1 <43> sm=[    514.6    216.9 ] ss=3.119e+05
    .......Split cd=1 cv= 216.9 nd=2 sm=[     1016      426 ] ss=6.068e+05
    ........Leaf n=1 <26> sm=[    501.2      209 ] ss=2.949e+05
    .....Split cd=1 cv= 192.8 nd=10 sm=[     5389     1825 ] ss=3.25e+06
    ..........Leaf n=1 <16> sm=[    568.8    190.5 ] ss=3.598e+05
    .........Split cd=1 cv= 186.6 nd=2 sm=[     1140    377.1 ] ss=7.21e+05
    ..........Leaf n=1 <80> sm=[    571.3    186.6 ] ss=3.612e+05
    ........Split cd=0 cv= 555.5 nd=3 sm=[     1694    566.6 ] ss=1.064e+06
    .........Leaf n=1 <13> sm=[    554.1    189.5 ] ss=3.43e+05
    .......Split cd=1 cv= 167.9 nd=5 sm=[     2819    869.8 ] ss=1.743e+06
    .........Leaf n=1 <84> sm=[    569.3    150.4 ] ss=3.467e+05
    ........Split cd=0 cv= 555.5 nd=2 sm=[     1125    303.3 ] ss=6.786e+05
    .........Leaf n=1 <86> sm=[    555.5    152.8 ] ss=3.319e+05
    ......Split cd=0 cv= 535.7 nd=7 sm=[     3828     1197 ] ss=2.306e+06
    ........Leaf n=1 <2> sm=[      504    164.5 ] ss=2.811e+05
    .......Split cd=1 cv= 164.5 nd=2 sm=[     1010    326.9 ] ss=5.63e+05
    ........Leaf n=1 <42> sm=[    505.5    162.4 ] ss=2.819e+05
    ...Split cd=1 cv=   143 nd=16 sm=[     8727     2623 ] ss=5.245e+06
    .....Leaf n=1 <97> sm=[    516.3    56.17 ] ss=2.697e+05
    ....Split cd=0 cv= 516.3 nd=3 sm=[     1532    255.6 ] ss=8.065e+05
    ......Leaf n=1 <60> sm=[      511    126.3 ] ss=2.77e+05
    .....Split cd=1 cv= 93.12 nd=2 sm=[     1015    199.4 ] ss=5.368e+05
    ......Leaf n=1 <70> sm=[    504.4    73.15 ] ss=2.598e+05
    ..Split cd=0 cv=   496 nd=28 sm=[ 1.425e+04     3895 ] ss=7.976e+06
    ......Leaf n=1 <4> sm=[    484.3    233.8 ] ss=2.892e+05
    .....Split cd=1 cv=   219 nd=2 sm=[    948.5    452.8 ] ss=5.526e+05
    ......Leaf n=1 <50> sm=[    464.2      219 ] ss=2.634e+05
    ....Split cd=0 cv= 462.7 nd=3 sm=[     1411    628.9 ] ss=7.978e+05
    .....Leaf n=1 <93> sm=[    462.7    176.2 ] ss=2.451e+05
    ...Split cd=1 cv=   143 nd=12 sm=[     5522     1272 ] ss=2.731e+06
    ......Leaf n=1 <10> sm=[    445.2      121 ] ss=2.128e+05
    .....Split cd=1 cv= 93.12 nd=8 sm=[     3687    545.8 ] ss=1.744e+06
    ........Leaf n=1 <3> sm=[    466.6    68.82 ] ss=2.224e+05
    .......Split cd=1 cv=  68.2 nd=4 sm=[     1911    213.1 ] ss=9.251e+05
    ..........Leaf n=1 <72> sm=[    478.6    54.57 ] ss=2.32e+05
    .........Split cd=1 cv= 54.57 nd=2 sm=[    967.6      101 ] ss=4.733e+05
    ..........Leaf n=1 <71> sm=[      489    46.42 ] ss=2.413e+05
    ........Split cd=0 cv= 478.1 nd=3 sm=[     1445    144.3 ] ss=7.027e+05
    .........Leaf n=1 <39> sm=[      477    43.28 ] ss=2.294e+05
    ......Split cd=0 cv= 460.2 nd=7 sm=[     3242    424.8 ] ss=1.531e+06
    ........Leaf n=1 <98> sm=[    432.5    87.17 ] ss=1.947e+05
    .......Split cd=1 cv=  68.2 nd=3 sm=[     1331    211.7 ] ss=6.058e+05
    .........Leaf n=1 <46> sm=[    452.8    67.25 ] ss=2.096e+05
    ........Split cd=0 cv= 445.3 nd=2 sm=[    898.2    124.5 ] ss=4.112e+05
    .........Leaf n=1 <37> sm=[    445.3    57.29 ] ss=2.016e+05
    ....Split cd=0 cv= 424.3 nd=9 sm=[     4111    643.3 ] ss=1.933e+06
    .....Leaf n=1 <38> sm=[    424.3    97.51 ] ss=1.895e+05
    Split cd=0 cv= 337.4 nd=100 sm=[ 3.349e+04 2.339e+04 ] ss=2.131e+07
    .......Leaf n=1 <83> sm=[    303.3      406 ] ss=2.568e+05
    ......Split cd=0 cv= 297.7 nd=4 sm=[     1172     1629 ] ss=1.007e+06
    ........Leaf n=1 <33> sm=[    295.6    417.2 ] ss=2.614e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    868.7     1223 ] ss=7.504e+05
    .........Leaf n=1 <62> sm=[    296.6    402.6 ] ss=2.501e+05
    ........Split cd=0 cv= 277.9 nd=2 sm=[    573.1    805.6 ] ss=4.89e+05
    .........Leaf n=1 <11> sm=[    276.5      403 ] ss=2.389e+05
    .....Split cd=1 cv= 392.2 nd=5 sm=[     1487     1994 ] ss=1.24e+06
    ......Leaf n=1 <65> sm=[    314.8    365.4 ] ss=2.326e+05
    ....Split cd=0 cv= 258.1 nd=12 sm=[     2917     4779 ] ss=2.651e+06
    ........Leaf n=1 <95> sm=[    238.5    441.6 ] ss=2.519e+05
    .......Split cd=1 cv= 417.1 nd=2 sm=[    467.6    853.3 ] ss=4.738e+05
    ........Leaf n=1 <87> sm=[      229    411.7 ] ss=2.219e+05
    ......Split cd=0 cv= 218.4 nd=5 sm=[     1067     2090 ] ss=1.104e+06
    ........Leaf n=1 <1> sm=[    200.5      428 ] ss=2.234e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    599.9     1236 ] ss=6.305e+05
    .........Leaf n=1 <79> sm=[    216.3    403.7 ] ss=2.098e+05
    ........Split cd=0 cv= 198.6 nd=2 sm=[    399.4    808.5 ] ss=4.071e+05
    .........Leaf n=1 <41> sm=[    183.1    404.7 ] ss=1.973e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1430     2785 ] ss=1.412e+06
    .......Leaf n=1 <69> sm=[    182.9    351.7 ] ss=1.572e+05
    ......Split cd=0 cv= 182.9 nd=2 sm=[    362.3    695.3 ] ss=3.074e+05
    .......Leaf n=1 <73> sm=[    179.4    343.6 ] ss=1.502e+05
    ...Split cd=1 cv= 342.3 nd=15 sm=[     3753     5773 ] ss=3.228e+06
    ......Leaf n=1 <24> sm=[    336.7    335.2 ] ss=2.258e+05
    .....Split cd=1 cv= 329.5 nd=2 sm=[      656    664.8 ] ss=4.363e+05
    ......Leaf n=1 <88> sm=[    319.3    329.5 ] ss=2.105e+05
    ....Split cd=0 cv= 258.1 nd=3 sm=[    836.5    993.4 ] ss=5.769e+05
    .....Leaf n=1 <53> sm=[    180.5    328.6 ] ss=1.406e+05
    ..Split cd=0 cv= 178.8 nd=28 sm=[     5514 1.027e+04 ] ss=5.071e+06
    ......Leaf n=1 <89> sm=[    169.9    406.6 ] ss=1.942e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1139     2576 ] ss=1.136e+06
    .........Leaf n=1 <35> sm=[    162.9    380.6 ] ss=1.714e+05
    ........Split cd=0 cv= 162.9 nd=2 sm=[    318.3    758.5 ] ss=3.383e+05
    .........Leaf n=1 <78> sm=[    155.4    377.9 ] ss=1.67e+05
    .......Split cd=1 cv= 367.2 nd=5 sm=[    816.3     1824 ] ss=7.996e+05
    .........Leaf n=1 <90> sm=[    175.6    353.9 ] ss=1.561e+05
    ........Split cd=0 cv= 165.7 nd=3 sm=[      498     1066 ] ss=4.613e+05
    ..........Leaf n=1 <40> sm=[    163.3    357.2 ] ss=1.542e+05
    .........Split cd=1 cv= 354.8 nd=2 sm=[    322.5    711.6 ] ss=3.052e+05
    ..........Leaf n=1 <74> sm=[    159.2    354.4 ] ss=1.51e+05
    ......Split cd=0 cv= 152.7 nd=6 sm=[      969     2169 ] ss=9.421e+05
    .......Leaf n=1 <82> sm=[    152.7    345.2 ] ss=1.425e+05
    ....Split cd=0 cv= 99.44 nd=9 sm=[     1263     3328 ] ss=1.429e+06
    ......Leaf n=1 <7> sm=[     83.2    398.2 ] ss=1.655e+05
    .....Split cd=1 cv= 392.2 nd=2 sm=[    124.1    752.4 ] ss=2.926e+05
    ......Leaf n=1 <47> sm=[    40.93    354.3 ] ss=1.272e+05
    ...Split cd=1 cv= 342.3 nd=13 sm=[     1761     4494 ] ss=1.843e+06
    ......Leaf n=1 <36> sm=[    136.3    340.3 ] ss=1.344e+05
    .....Split cd=1 cv= 292.5 nd=3 sm=[    446.5      859 ] ss=3.173e+05
    .......Leaf n=1 <77> sm=[    166.9    258.2 ] ss=9.452e+04
    ......Split cd=0 cv= 143.3 nd=2 sm=[    310.1    518.6 ] ss=1.829e+05
    .......Leaf n=1 <25> sm=[    143.3    260.4 ] ss=8.834e+04
    ....Split cd=0 cv= 99.44 nd=4 sm=[    498.1     1165 ] ss=4.137e+05
    .....Leaf n=1 <6> sm=[    51.62    306.3 ] ss=9.646e+04
    .Split cd=1 cv= 242.6 nd=54 sm=[ 1.039e+04 1.34e+04 ] ss=6.628e+06
    ......Leaf n=1 <99> sm=[    324.9    170.8 ] ss=1.347e+05
    .....Split cd=1 cv= 170.8 nd=4 sm=[     1260    645.1 ] ss=5.018e+05
    ........Leaf n=1 <21> sm=[    328.3    161.4 ] ss=1.338e+05
    .......Split cd=0 cv= 321.6 nd=2 sm=[    642.2      327 ] ss=2.598e+05
    ........Leaf n=1 <68> sm=[    313.9    165.6 ] ss=1.26e+05
    ......Split cd=0 cv= 305.9 nd=3 sm=[    934.8    474.2 ] ss=3.671e+05
    .......Leaf n=1 <59> sm=[    292.6    147.2 ] ss=1.073e+05
    ....Split cd=0 cv= 274.4 nd=5 sm=[     1534    803.4 ] ss=6.022e+05
    .....Leaf n=1 <18> sm=[    274.4    158.3 ] ss=1.004e+05
    ...Split cd=1 cv=   143 nd=13 sm=[     3469     1561 ] ss=1.159e+06
    ......Leaf n=1 <58> sm=[    314.3    93.69 ] ss=1.076e+05
    .....Split cd=1 cv= 93.12 nd=3 sm=[    869.2    254.9 ] ss=2.747e+05
    .......Leaf n=1 <75> sm=[      285    86.53 ] ss=8.869e+04
    ......Split cd=0 cv=   285 nd=2 sm=[    554.9    161.2 ] ss=1.671e+05
    .......Leaf n=1 <91> sm=[      270    74.64 ] ss=7.845e+04
    ....Split cd=0 cv= 258.1 nd=8 sm=[     1935      758 ] ss=5.568e+05
    .......Leaf n=1 <29> sm=[    236.9    96.55 ] ss=6.546e+04
    ......Split cd=0 cv= 218.4 nd=3 sm=[    655.3    351.6 ] ss=1.86e+05
    ........Leaf n=1 <49> sm=[    201.4    140.7 ] ss=6.037e+04
    .......Split cd=1 cv=   118 nd=2 sm=[    418.3      255 ] ss=1.205e+05
    ........Leaf n=1 <92> sm=[    216.9    114.3 ] ss=6.012e+04
    .....Split cd=1 cv= 93.12 nd=5 sm=[     1065    503.1 ] ss=2.821e+05
    .......Leaf n=1 <45> sm=[    219.7    83.05 ] ss=5.517e+04
    ......Split cd=0 cv= 218.4 nd=2 sm=[    410.2    151.5 ] ss=9.614e+04
    .......Leaf n=1 <32> sm=[    190.5    68.48 ] ss=4.097e+04
    ..Split cd=0 cv= 178.8 nd=26 sm=[     4873     3133 ] ss=1.557e+06
    ......Leaf n=1 <17> sm=[    120.2    155.7 ] ss=3.869e+04
    .....Split cd=1 cv= 155.7 nd=2 sm=[      236    301.5 ] ss=7.337e+04
    ......Leaf n=1 <64> sm=[    115.8    145.9 ] ss=3.468e+04
    ....Split cd=0 cv= 99.44 nd=5 sm=[    419.8    806.7 ] ss=1.704e+05
    ......Leaf n=1 <15> sm=[    64.78    180.4 ] ss=3.672e+04
    .....Split cd=1 cv= 180.4 nd=3 sm=[    183.8    505.2 ] ss=9.704e+04
    .......Leaf n=1 <19> sm=[    63.97    147.4 ] ss=2.582e+04
    ......Split cd=0 cv= 59.78 nd=2 sm=[      119    324.8 ] ss=6.032e+04
    .......Leaf n=1 <81> sm=[    55.03    177.4 ] ss=3.45e+04
    ...Split cd=1 cv=   143 nd=13 sm=[     1404     1572 ] ss=3.984e+05
    ........Leaf n=1 <52> sm=[    168.4    101.2 ] ss=3.86e+04
    .......Split cd=1 cv= 101.2 nd=2 sm=[    343.7    199.8 ] ss=7.905e+04
    ........Leaf n=1 <9> sm=[    175.3    98.62 ] ss=4.045e+04
    ......Split cd=0 cv= 168.3 nd=3 sm=[      512    339.5 ] ss=1.269e+05
    .......Leaf n=1 <34> sm=[    168.3    139.7 ] ss=4.783e+04
    .....Split cd=1 cv= 93.12 nd=6 sm=[    935.7    571.9 ] ss=2.075e+05
    ........Leaf n=1 <44> sm=[    170.9       74 ] ss=3.468e+04
    .......Split cd=1 cv=  71.2 nd=2 sm=[    323.2    145.2 ] ss=6.293e+04
    ........Leaf n=1 <0> sm=[    152.3     71.2 ] ss=2.825e+04
    ......Split cd=0 cv= 139.1 nd=3 sm=[    423.7    232.4 ] ss=8.065e+04
    .......Leaf n=1 <14> sm=[    100.6    87.18 ] ss=1.771e+04
    ....Split cd=0 cv= 99.44 nd=8 sm=[    984.6    765.3 ] ss=2.28e+05
    ......Leaf n=1 <48> sm=[    20.12    112.3 ] ss=1.302e+04
    .....Split cd=1 cv= 93.12 nd=2 sm=[    48.94    193.5 ] ss=2.044e+04
    ......Leaf n=1 <27> sm=[    28.82    81.14 ] ss=7415
================
open file successfully.
Data Points:
(152.262, 71.197)
(200.511, 427.955)
(504.016, 164.453)
(466.572, 68.819)
(484.317, 233.798)
(649.06, 442.005)
(51.622, 306.263)
(83.199, 398.172)
(654.665, 418.648)
(175.281, 98.624)
(445.168, 121.036)
(276.546, 403.014)
(614.932, 424.576)
(554.133, 189.464)
(100.566, 87.184)
(64.779, 180.357)
(568.75, 190.522)
(120.241, 155.652)
(274.408, 158.305)
(63.973, 147.393)
(535.768, 295.254)
(328.328, 161.379)
(479.124, 353.347)
(581.772, 291.836)
(336.719, 335.237)
(143.269, 260.419)
(501.173, 209.049)
(28.819, 81.143)
(514.003, 404.715)
(236.939, 96.547)
(340.258, 369.252)
(368.188, 341.876)
(190.483, 68.481)
(295.567, 417.203)
(168.274, 139.703)
(162.91, 380.567)
(136.333, 340.328)
(445.339, 57.294)
(424.294, 97.509)
(477.011, 43.279)
(163.283, 357.159)
(183.113, 404.72)
(505.503, 162.45)
(514.639, 216.942)
(170.891, 73.995)
(219.699, 83.054)
(452.837, 67.247)
(40.931, 354.262)
(20.122, 112.335)
(201.416, 140.704)
(464.185, 218.974)
(578.552, 176.176)
(168.411, 101.163)
(180.488, 328.618)
(339.705, 367.928)
(614.765, 393.269)
(617.633, 151.196)
(610.153, 215.188)
(314.32, 93.69)
(292.568, 147.238)
(510.951, 126.254)
(343.402, 339.059)
(296.567, 402.621)
(459.358, 313.731)
(115.795, 145.864)
(314.833, 365.398)
(485.006, 245.823)
(362.335, 265.582)
(313.889, 165.633)
(182.901, 351.725)
(504.405, 73.147)
(488.985, 46.419)
(478.584, 54.568)
(179.363, 343.574)
(159.181, 354.447)
(284.96, 86.528)
(603.368, 297.967)
(166.854, 258.216)
(155.358, 377.929)
(216.281, 403.738)
(571.288, 186.591)
(55.027, 177.406)
(152.655, 345.182)
(303.317, 405.982)
(569.252, 150.45)
(544.398, 202.037)
(555.511, 152.813)
(229.033, 411.662)
(319.294, 329.545)
(169.89, 406.627)
(175.568, 353.932)
(269.955, 74.645)
(216.907, 114.343)
(462.699, 176.173)
(508.916, 248.813)
(238.526, 441.593)
(402.773, 284.218)
(516.314, 56.174)
(432.501, 87.168)
(324.884, 170.819)

Executing Clustering Algorithm: Swap
    ........Leaf n=1 <5> sm=[   649.06  442.005 ] ss=616647
    .......Split cd=1 cv= 418.6 nd=2 sm=[     1304    860.7 ] ss=1.22e+06
    ........Leaf n=1 <8> sm=[    654.7    418.6 ] ss=6.039e+05
    ......Split cd=0 cv=   615 nd=3 sm=[     1919     1285 ] ss=1.779e+06
    .......Leaf n=1 <12> sm=[    614.9    424.6 ] ss=5.584e+05
    .....Split cd=1 cv= 393.3 nd=4 sm=[     2533     1678 ] ss=2.312e+06
    ......Leaf n=1 <55> sm=[    614.8    393.3 ] ss=5.326e+05
    ....Split cd=0 cv= 575.3 nd=5 sm=[     3047     2083 ] ss=2.739e+06
    .....Leaf n=1 <28> sm=[      514    404.7 ] ss=4.28e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     5277     3217 ] ss=4.311e+06
    ......Leaf n=1 <76> sm=[    603.4      298 ] ss=4.528e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1185    589.8 ] ss=8.765e+05
    ......Leaf n=1 <23> sm=[    581.8    291.8 ] ss=4.236e+05
    ....Split cd=0 cv= 575.3 nd=4 sm=[     2230     1134 ] ss=1.572e+06
    ......Leaf n=1 <20> sm=[    535.8    295.3 ] ss=3.742e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1045    544.1 ] ss=6.951e+05
    ......Leaf n=1 <94> sm=[    508.9    248.8 ] ss=3.209e+05
    ..Split cd=0 cv=   496 nd=18 sm=[     8857     6098 ] ss=6.704e+06
    .....Leaf n=1 <22> sm=[    479.1    353.3 ] ss=3.544e+05
    ....Split cd=0 cv= 416.7 nd=3 sm=[     1159     1091 ] ss=8.573e+05
    ......Leaf n=1 <30> sm=[    340.3    369.3 ] ss=2.521e+05
    .....Split cd=1 cv= 369.3 nd=2 sm=[      680    737.2 ] ss=5.029e+05
    ......Leaf n=1 <54> sm=[    339.7    367.9 ] ss=2.508e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     3580     2881 ] ss=2.393e+06
    ......Leaf n=1 <63> sm=[    459.4    313.7 ] ss=3.094e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[    944.4    559.6 ] ss=6.051e+05
    ......Leaf n=1 <66> sm=[      485    245.8 ] ss=2.957e+05
    ....Split cd=0 cv= 416.7 nd=6 sm=[     2421     1790 ] ss=1.535e+06
    .......Leaf n=1 <31> sm=[    368.2    341.9 ] ss=2.524e+05
    ......Split cd=0 cv= 368.2 nd=2 sm=[    711.6    680.9 ] ss=4.853e+05
    .......Leaf n=1 <61> sm=[    343.4    339.1 ] ss=2.329e+05
    .....Split cd=1 cv= 292.5 nd=4 sm=[     1477     1231 ] ss=9.302e+05
    .......Leaf n=1 <96> sm=[    402.8    284.2 ] ss=2.43e+05
    ......Split cd=0 cv= 377.1 nd=2 sm=[    765.1    549.8 ] ss=4.448e+05
    .......Leaf n=1 <67> sm=[    362.3    265.6 ] ss=2.018e+05
    .Split cd=1 cv= 242.6 nd=46 sm=[ 2.311e+04     9993 ] ss=1.468e+07
    ......Leaf n=1 <57> sm=[    610.2    215.2 ] ss=4.186e+05
    .....Split cd=1 cv= 192.8 nd=3 sm=[     1806    542.6 ] ss=1.189e+06
    .......Leaf n=1 <56> sm=[    617.6    151.2 ] ss=4.043e+05
    ......Split cd=0 cv=   615 nd=2 sm=[     1196    327.4 ] ss=7.701e+05
    .......Leaf n=1 <51> sm=[    578.6    176.2 ] ss=3.658e+05
    ....Split cd=0 cv= 575.3 nd=13 sm=[     7195     2367 ] ss=4.438e+06
    .......Leaf n=1 <85> sm=[    544.4      202 ] ss=3.372e+05
    ......Split cd=0 cv= 535.7 nd=3 sm=[     1560      628 ] ss=9.44e+05
    ........Leaf n=1 <43> sm=[    514.6    216.9 ] ss=3.119e+05
    .......Split cd=1 cv= 216.9 nd=2 sm=[     1016      426 ] ss=6.068e+05
    ........Leaf n=1 <26> sm=[    501.2      209 ] ss=2.949e+05
    .....Split cd=1 cv= 192.8 nd=10 sm=[     5389     1825 ] ss=3.25e+06
    ..........Leaf n=1 <16> sm=[    568.8    190.5 ] ss=3.598e+05
    .........Split cd=1 cv= 186.6 nd=2 sm=[     1140    377.1 ] ss=7.21e+05
    ..........Leaf n=1 <80> sm=[    571.3    186.6 ] ss=3.612e+05
    ........Split cd=0 cv= 555.5 nd=3 sm=[     1694    566.6 ] ss=1.064e+06
    .........Leaf n=1 <13> sm=[    554.1    189.5 ] ss=3.43e+05
    .......Split cd=1 cv= 167.9 nd=5 sm=[     2819    869.8 ] ss=1.743e+06
    .........Leaf n=1 <84> sm=[    569.3    150.4 ] ss=3.467e+05
    ........Split cd=0 cv= 555.5 nd=2 sm=[     1125    303.3 ] ss=6.786e+05
    .........Leaf n=1 <86> sm=[    555.5    152.8 ] ss=3.319e+05
    ......Split cd=0 cv= 535.7 nd=7 sm=[     3828     1197 ] ss=2.306e+06
    ........Leaf n=1 <2> sm=[      504    164.5 ] ss=2.811e+05
    .......Split cd=1 cv= 164.5 nd=2 sm=[     1010    326.9 ] ss=5.63e+05
    ........Leaf n=1 <42> sm=[    505.5    162.4 ] ss=2.819e+05
    ...Split cd=1 cv=   143 nd=16 sm=[     8727     2623 ] ss=5.245e+06
    .....Leaf n=1 <97> sm=[    516.3    56.17 ] ss=2.697e+05
    ....Split cd=0 cv= 516.3 nd=3 sm=[     1532    255.6 ] ss=8.065e+05
    ......Leaf n=1 <60> sm=[      511    126.3 ] ss=2.77e+05
    .....Split cd=1 cv= 93.12 nd=2 sm=[     1015    199.4 ] ss=5.368e+05
    ......Leaf n=1 <70> sm=[    504.4    73.15 ] ss=2.598e+05
    ..Split cd=0 cv=   496 nd=28 sm=[ 1.425e+04     3895 ] ss=7.976e+06
    ......Leaf n=1 <4> sm=[    484.3    233.8 ] ss=2.892e+05
    .....Split cd=1 cv=   219 nd=2 sm=[    948.5    452.8 ] ss=5.526e+05
    ......Leaf n=1 <50> sm=[    464.2      219 ] ss=2.634e+05
    ....Split cd=0 cv= 462.7 nd=3 sm=[     1411    628.9 ] ss=7.978e+05
    .....Leaf n=1 <93> sm=[    462.7    176.2 ] ss=2.451e+05
    ...Split cd=1 cv=   143 nd=12 sm=[     5522     1272 ] ss=2.731e+06
    ......Leaf n=1 <10> sm=[    445.2      121 ] ss=2.128e+05
    .....Split cd=1 cv= 93.12 nd=8 sm=[     3687    545.8 ] ss=1.744e+06
    ........Leaf n=1 <3> sm=[    466.6    68.82 ] ss=2.224e+05
    .......Split cd=1 cv=  68.2 nd=4 sm=[     1911    213.1 ] ss=9.251e+05
    ..........Leaf n=1 <72> sm=[    478.6    54.57 ] ss=2.32e+05
    .........Split cd=1 cv= 54.57 nd=2 sm=[    967.6      101 ] ss=4.733e+05
    ..........Leaf n=1 <71> sm=[      489    46.42 ] ss=2.413e+05
    ........Split cd=0 cv= 478.1 nd=3 sm=[     1445    144.3 ] ss=7.027e+05
    .........Leaf n=1 <39> sm=[      477    43.28 ] ss=2.294e+05
    ......Split cd=0 cv= 460.2 nd=7 sm=[     3242    424.8 ] ss=1.531e+06
    ........Leaf n=1 <98> sm=[    432.5    87.17 ] ss=1.947e+05
    .......Split cd=1 cv=  68.2 nd=3 sm=[     1331    211.7 ] ss=6.058e+05
    .........Leaf n=1 <46> sm=[    452.8    67.25 ] ss=2.096e+05
    ........Split cd=0 cv= 445.3 nd=2 sm=[    898.2    124.5 ] ss=4.112e+05
    .........Leaf n=1 <37> sm=[    445.3    57.29 ] ss=2.016e+05
    ....Split cd=0 cv= 424.3 nd=9 sm=[     4111    643.3 ] ss=1.933e+06
    .....Leaf n=1 <38> sm=[    424.3    97.51 ] ss=1.895e+05
    Split cd=0 cv= 337.4 nd=100 sm=[ 3.349e+04 2.339e+04 ] ss=2.131e+07
    .......Leaf n=1 <83> sm=[    303.3      406 ] ss=2.568e+05
    ......Split cd=0 cv= 297.7 nd=4 sm=[     1172     1629 ] ss=1.007e+06
    ........Leaf n=1 <33> sm=[    295.6    417.2 ] ss=2.614e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    868.7     1223 ] ss=7.504e+05
    .........Leaf n=1 <62> sm=[    296.6    402.6 ] ss=2.501e+05
    ........Split cd=0 cv= 277.9 nd=2 sm=[    573.1    805.6 ] ss=4.89e+05
    .........Leaf n=1 <11> sm=[    276.5      403 ] ss=2.389e+05
    .....Split cd=1 cv= 392.2 nd=5 sm=[     1487     1994 ] ss=1.24e+06
    ......Leaf n=1 <65> sm=[    314.8    365.4 ] ss=2.326e+05
    ....Split cd=0 cv= 258.1 nd=12 sm=[     2917     4779 ] ss=2.651e+06
    ........Leaf n=1 <95> sm=[    238.5    441.6 ] ss=2.519e+05
    .......Split cd=1 cv= 417.1 nd=2 sm=[    467.6    853.3 ] ss=4.738e+05
    ........Leaf n=1 <87> sm=[      229    411.7 ] ss=2.219e+05
    ......Split cd=0 cv= 218.4 nd=5 sm=[     1067     2090 ] ss=1.104e+06
    ........Leaf n=1 <1> sm=[    200.5      428 ] ss=2.234e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    599.9     1236 ] ss=6.305e+05
    .........Leaf n=1 <79> sm=[    216.3    403.7 ] ss=2.098e+05
    ........Split cd=0 cv= 198.6 nd=2 sm=[    399.4    808.5 ] ss=4.071e+05
    .........Leaf n=1 <41> sm=[    183.1    404.7 ] ss=1.973e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1430     2785 ] ss=1.412e+06
    .......Leaf n=1 <69> sm=[    182.9    351.7 ] ss=1.572e+05
    ......Split cd=0 cv= 182.9 nd=2 sm=[    362.3    695.3 ] ss=3.074e+05
    .......Leaf n=1 <73> sm=[    179.4    343.6 ] ss=1.502e+05
    ...Split cd=1 cv= 342.3 nd=15 sm=[     3753     5773 ] ss=3.228e+06
    ......Leaf n=1 <24> sm=[    336.7    335.2 ] ss=2.258e+05
    .....Split cd=1 cv= 329.5 nd=2 sm=[      656    664.8 ] ss=4.363e+05
    ......Leaf n=1 <88> sm=[    319.3    329.5 ] ss=2.105e+05
    ....Split cd=0 cv= 258.1 nd=3 sm=[    836.5    993.4 ] ss=5.769e+05
    .....Leaf n=1 <53> sm=[    180.5    328.6 ] ss=1.406e+05
    ..Split cd=0 cv= 178.8 nd=28 sm=[     5514 1.027e+04 ] ss=5.071e+06
    ......Leaf n=1 <89> sm=[    169.9    406.6 ] ss=1.942e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1139     2576 ] ss=1.136e+06
    .........Leaf n=1 <35> sm=[    162.9    380.6 ] ss=1.714e+05
    ........Split cd=0 cv= 162.9 nd=2 sm=[    318.3    758.5 ] ss=3.383e+05
    .........Leaf n=1 <78> sm=[    155.4    377.9 ] ss=1.67e+05
    .......Split cd=1 cv= 367.2 nd=5 sm=[    816.3     1824 ] ss=7.996e+05
    .........Leaf n=1 <90> sm=[    175.6    353.9 ] ss=1.561e+05
    ........Split cd=0 cv= 165.7 nd=3 sm=[      498     1066 ] ss=4.613e+05
    ..........Leaf n=1 <40> sm=[    163.3    357.2 ] ss=1.542e+05
    .........Split cd=1 cv= 354.8 nd=2 sm=[    322.5    711.6 ] ss=3.052e+05
    ..........Leaf n=1 <74> sm=[    159.2    354.4 ] ss=1.51e+05
    ......Split cd=0 cv= 152.7 nd=6 sm=[      969     2169 ] ss=9.421e+05
    .......Leaf n=1 <82> sm=[    152.7    345.2 ] ss=1.425e+05
    ....Split cd=0 cv= 99.44 nd=9 sm=[     1263     3328 ] ss=1.429e+06
    ......Leaf n=1 <7> sm=[     83.2    398.2 ] ss=1.655e+05
    .....Split cd=1 cv= 392.2 nd=2 sm=[    124.1    752.4 ] ss=2.926e+05
    ......Leaf n=1 <47> sm=[    40.93    354.3 ] ss=1.272e+05
    ...Split cd=1 cv= 342.3 nd=13 sm=[     1761     4494 ] ss=1.843e+06
    ......Leaf n=1 <36> sm=[    136.3    340.3 ] ss=1.344e+05
    .....Split cd=1 cv= 292.5 nd=3 sm=[    446.5      859 ] ss=3.173e+05
    .......Leaf n=1 <77> sm=[    166.9    258.2 ] ss=9.452e+04
    ......Split cd=0 cv= 143.3 nd=2 sm=[    310.1    518.6 ] ss=1.829e+05
    .......Leaf n=1 <25> sm=[    143.3    260.4 ] ss=8.834e+04
    ....Split cd=0 cv= 99.44 nd=4 sm=[    498.1     1165 ] ss=4.137e+05
    .....Leaf n=1 <6> sm=[    51.62    306.3 ] ss=9.646e+04
    .Split cd=1 cv= 242.6 nd=54 sm=[ 1.039e+04 1.34e+04 ] ss=6.628e+06
    ......Leaf n=1 <99> sm=[    324.9    170.8 ] ss=1.347e+05
    .....Split cd=1 cv= 170.8 nd=4 sm=[     1260    645.1 ] ss=5.018e+05
    ........Leaf n=1 <21> sm=[    328.3    161.4 ] ss=1.338e+05
    .......Split cd=0 cv= 321.6 nd=2 sm=[    642.2      327 ] ss=2.598e+05
    ........Leaf n=1 <68> sm=[    313.9    165.6 ] ss=1.26e+05
    ......Split cd=0 cv= 305.9 nd=3 sm=[    934.8    474.2 ] ss=3.671e+05
    .......Leaf n=1 <59> sm=[    292.6    147.2 ] ss=1.073e+05
    ....Split cd=0 cv= 274.4 nd=5 sm=[     1534    803.4 ] ss=6.022e+05
    .....Leaf n=1 <18> sm=[    274.4    158.3 ] ss=1.004e+05
    ...Split cd=1 cv=   143 nd=13 sm=[     3469     1561 ] ss=1.159e+06
    ......Leaf n=1 <58> sm=[    314.3    93.69 ] ss=1.076e+05
    .....Split cd=1 cv= 93.12 nd=3 sm=[    869.2    254.9 ] ss=2.747e+05
    .......Leaf n=1 <75> sm=[      285    86.53 ] ss=8.869e+04
    ......Split cd=0 cv=   285 nd=2 sm=[    554.9    161.2 ] ss=1.671e+05
    .......Leaf n=1 <91> sm=[      270    74.64 ] ss=7.845e+04
    ....Split cd=0 cv= 258.1 nd=8 sm=[     1935      758 ] ss=5.568e+05
    .......Leaf n=1 <29> sm=[    236.9    96.55 ] ss=6.546e+04
    ......Split cd=0 cv= 218.4 nd=3 sm=[    655.3    351.6 ] ss=1.86e+05
    ........Leaf n=1 <49> sm=[    201.4    140.7 ] ss=6.037e+04
    .......Split cd=1 cv=   118 nd=2 sm=[    418.3      255 ] ss=1.205e+05
    ........Leaf n=1 <92> sm=[    216.9    114.3 ] ss=6.012e+04
    .....Split cd=1 cv= 93.12 nd=5 sm=[     1065    503.1 ] ss=2.821e+05
    .......Leaf n=1 <45> sm=[    219.7    83.05 ] ss=5.517e+04
    ......Split cd=0 cv= 218.4 nd=2 sm=[    410.2    151.5 ] ss=9.614e+04
    .......Leaf n=1 <32> sm=[    190.5    68.48 ] ss=4.097e+04
    ..Split cd=0 cv= 178.8 nd=26 sm=[     4873     3133 ] ss=1.557e+06
    ......Leaf n=1 <17> sm=[    120.2    155.7 ] ss=3.869e+04
    .....Split cd=1 cv= 155.7 nd=2 sm=[      236    301.5 ] ss=7.337e+04
    ......Leaf n=1 <64> sm=[    115.8    145.9 ] ss=3.468e+04
    ....Split cd=0 cv= 99.44 nd=5 sm=[    419.8    806.7 ] ss=1.704e+05
    ......Leaf n=1 <15> sm=[    64.78    180.4 ] ss=3.672e+04
    .....Split cd=1 cv= 180.4 nd=3 sm=[    183.8    505.2 ] ss=9.704e+04
    .......Leaf n=1 <19> sm=[    63.97    147.4 ] ss=2.582e+04
    ......Split cd=0 cv= 59.78 nd=2 sm=[      119    324.8 ] ss=6.032e+04
    .......Leaf n=1 <81> sm=[    55.03    177.4 ] ss=3.45e+04
    ...Split cd=1 cv=   143 nd=13 sm=[     1404     1572 ] ss=3.984e+05
    ........Leaf n=1 <52> sm=[    168.4    101.2 ] ss=3.86e+04
    .......Split cd=1 cv= 101.2 nd=2 sm=[    343.7    199.8 ] ss=7.905e+04
    ........Leaf n=1 <9> sm=[    175.3    98.62 ] ss=4.045e+04
    ......Split cd=0 cv= 168.3 nd=3 sm=[      512    339.5 ] ss=1.269e+05
    .......Leaf n=1 <34> sm=[    168.3    139.7 ] ss=4.783e+04
    .....Split cd=1 cv= 93.12 nd=6 sm=[    935.7    571.9 ] ss=2.075e+05
    ........Leaf n=1 <44> sm=[    170.9       74 ] ss=3.468e+04
    .......Split cd=1 cv=  71.2 nd=2 sm=[    323.2    145.2 ] ss=6.293e+04
    ........Leaf n=1 <0> sm=[    152.3     71.2 ] ss=2.825e+04
    ......Split cd=0 cv= 139.1 nd=3 sm=[    423.7    232.4 ] ss=8.065e+04
    .......Leaf n=1 <14> sm=[    100.6    87.18 ] ss=1.771e+04
    ....Split cd=0 cv= 99.44 nd=8 sm=[    984.6    765.3 ] ss=2.28e+05
    ......Leaf n=1 <48> sm=[    20.12    112.3 ] ss=1.302e+04
    .....Split cd=1 cv= 93.12 nd=2 sm=[    48.94    193.5 ] ss=2.044e+04
    ......Leaf n=1 <27> sm=[    28.82    81.14 ] ss=7415
================
open file successfully.
Data Points:
(152.262, 71.197)
(200.511, 427.955)
(504.016, 164.453)
(466.572, 68.819)
(484.317, 233.798)
(649.06, 442.005)
(51.622, 306.263)
(83.199, 398.172)
(654.665, 418.648)
(175.281, 98.624)
(445.168, 121.036)
(276.546, 403.014)
(614.932, 424.576)
(554.133, 189.464)
(100.566, 87.184)
(64.779, 180.357)
(568.75, 190.522)
(120.241, 155.652)
(274.408, 158.305)
(63.973, 147.393)
(535.768, 295.254)
(328.328, 161.379)
(479.124, 353.347)
(581.772, 291.836)
(336.719, 335.237)
(143.269, 260.419)
(501.173, 209.049)
(28.819, 81.143)
(514.003, 404.715)
(236.939, 96.547)
(340.258, 369.252)
(368.188, 341.876)
(190.483, 68.481)
(295.567, 417.203)
(168.274, 139.703)
(162.91, 380.567)
(136.333, 340.328)
(445.339, 57.294)
(424.294, 97.509)
(477.011, 43.279)
(163.283, 357.159)
(183.113, 404.72)
(505.503, 162.45)
(514.639, 216.942)
(170.891, 73.995)
(219.699, 83.054)
(452.837, 67.247)
(40.931, 354.262)
(20.122, 112.335)
(201.416, 140.704)
(464.185, 218.974)
(578.552, 176.176)
(168.411, 101.163)
(180.488, 328.618)
(339.705, 367.928)
(614.765, 393.269)
(617.633, 151.196)
(610.153, 215.188)
(314.32, 93.69)
(292.568, 147.238)
(510.951, 126.254)
(343.402, 339.059)
(296.567, 402.621)
(459.358, 313.731)
(115.795, 145.864)
(314.833, 365.398)
(485.006, 245.823)
(362.335, 265.582)
(313.889, 165.633)
(182.901, 351.725)
(504.405, 73.147)
(488.985, 46.419)
(478.584, 54.568)
(179.363, 343.574)
(159.181, 354.447)
(284.96, 86.528)
(603.368, 297.967)
(166.854, 258.216)
(155.358, 377.929)
(216.281, 403.738)
(571.288, 186.591)
(55.027, 177.406)
(152.655, 345.182)
(303.317, 405.982)
(569.252, 150.45)
(544.398, 202.037)
(555.511, 152.813)
(229.033, 411.662)
(319.294, 329.545)
(169.89, 406.627)
(175.568, 353.932)
(269.955, 74.645)
(216.907, 114.343)
(462.699, 176.173)
(508.916, 248.813)
(238.526, 441.593)
(402.773, 284.218)
(516.314, 56.174)
(432.501, 87.168)
(324.884, 170.819)

Executing Clustering Algorithm: Swap
    ........Leaf n=1 <5> sm=[   649.06  442.005 ] ss=616647
    .......Split cd=1 cv= 418.6 nd=2 sm=[     1304    860.7 ] ss=1.22e+06
    ........Leaf n=1 <8> sm=[    654.7    418.6 ] ss=6.039e+05
    ......Split cd=0 cv=   615 nd=3 sm=[     1919     1285 ] ss=1.779e+06
    .......Leaf n=1 <12> sm=[    614.9    424.6 ] ss=5.584e+05
    .....Split cd=1 cv= 393.3 nd=4 sm=[     2533     1678 ] ss=2.312e+06
    ......Leaf n=1 <55> sm=[    614.8    393.3 ] ss=5.326e+05
    ....Split cd=0 cv= 575.3 nd=5 sm=[     3047     2083 ] ss=2.739e+06
    .....Leaf n=1 <28> sm=[      514    404.7 ] ss=4.28e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     5277     3217 ] ss=4.311e+06
    ......Leaf n=1 <76> sm=[    603.4      298 ] ss=4.528e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1185    589.8 ] ss=8.765e+05
    ......Leaf n=1 <23> sm=[    581.8    291.8 ] ss=4.236e+05
    ....Split cd=0 cv= 575.3 nd=4 sm=[     2230     1134 ] ss=1.572e+06
    ......Leaf n=1 <20> sm=[    535.8    295.3 ] ss=3.742e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[     1045    544.1 ] ss=6.951e+05
    ......Leaf n=1 <94> sm=[    508.9    248.8 ] ss=3.209e+05
    ..Split cd=0 cv=   496 nd=18 sm=[     8857     6098 ] ss=6.704e+06
    .....Leaf n=1 <22> sm=[    479.1    353.3 ] ss=3.544e+05
    ....Split cd=0 cv= 416.7 nd=3 sm=[     1159     1091 ] ss=8.573e+05
    ......Leaf n=1 <30> sm=[    340.3    369.3 ] ss=2.521e+05
    .....Split cd=1 cv= 369.3 nd=2 sm=[      680    737.2 ] ss=5.029e+05
    ......Leaf n=1 <54> sm=[    339.7    367.9 ] ss=2.508e+05
    ...Split cd=1 cv= 342.3 nd=9 sm=[     3580     2881 ] ss=2.393e+06
    ......Leaf n=1 <63> sm=[    459.4    313.7 ] ss=3.094e+05
    .....Split cd=1 cv= 292.5 nd=2 sm=[    944.4    559.6 ] ss=6.051e+05
    ......Leaf n=1 <66> sm=[      485    245.8 ] ss=2.957e+05
    ....Split cd=0 cv= 416.7 nd=6 sm=[     2421     1790 ] ss=1.535e+06
    .......Leaf n=1 <31> sm=[    368.2    341.9 ] ss=2.524e+05
    ......Split cd=0 cv= 368.2 nd=2 sm=[    711.6    680.9 ] ss=4.853e+05
    .......Leaf n=1 <61> sm=[    343.4    339.1 ] ss=2.329e+05
    .....Split cd=1 cv= 292.5 nd=4 sm=[     1477     1231 ] ss=9.302e+05
    .......Leaf n=1 <96> sm=[    402.8    284.2 ] ss=2.43e+05
    ......Split cd=0 cv= 377.1 nd=2 sm=[    765.1    549.8 ] ss=4.448e+05
    .......Leaf n=1 <67> sm=[    362.3    265.6 ] ss=2.018e+05
    .Split cd=1 cv= 242.6 nd=46 sm=[ 2.311e+04     9993 ] ss=1.468e+07
    ......Leaf n=1 <57> sm=[    610.2    215.2 ] ss=4.186e+05
    .....Split cd=1 cv= 192.8 nd=3 sm=[     1806    542.6 ] ss=1.189e+06
    .......Leaf n=1 <56> sm=[    617.6    151.2 ] ss=4.043e+05
    ......Split cd=0 cv=   615 nd=2 sm=[     1196    327.4 ] ss=7.701e+05
    .......Leaf n=1 <51> sm=[    578.6    176.2 ] ss=3.658e+05
    ....Split cd=0 cv= 575.3 nd=13 sm=[     7195     2367 ] ss=4.438e+06
    .......Leaf n=1 <85> sm=[    544.4      202 ] ss=3.372e+05
    ......Split cd=0 cv= 535.7 nd=3 sm=[     1560      628 ] ss=9.44e+05
    ........Leaf n=1 <43> sm=[    514.6    216.9 ] ss=3.119e+05
    .......Split cd=1 cv= 216.9 nd=2 sm=[     1016      426 ] ss=6.068e+05
    ........Leaf n=1 <26> sm=[    501.2      209 ] ss=2.949e+05
    .....Split cd=1 cv= 192.8 nd=10 sm=[     5389     1825 ] ss=3.25e+06
    ..........Leaf n=1 <16> sm=[    568.8    190.5 ] ss=3.598e+05
    .........Split cd=1 cv= 186.6 nd=2 sm=[     1140    377.1 ] ss=7.21e+05
    ..........Leaf n=1 <80> sm=[    571.3    186.6 ] ss=3.612e+05
    ........Split cd=0 cv= 555.5 nd=3 sm=[     1694    566.6 ] ss=1.064e+06
    .........Leaf n=1 <13> sm=[    554.1    189.5 ] ss=3.43e+05
    .......Split cd=1 cv= 167.9 nd=5 sm=[     2819    869.8 ] ss=1.743e+06
    .........Leaf n=1 <84> sm=[    569.3    150.4 ] ss=3.467e+05
    ........Split cd=0 cv= 555.5 nd=2 sm=[     1125    303.3 ] ss=6.786e+05
    .........Leaf n=1 <86> sm=[    555.5    152.8 ] ss=3.319e+05
    ......Split cd=0 cv= 535.7 nd=7 sm=[     3828     1197 ] ss=2.306e+06
    ........Leaf n=1 <2> sm=[      504    164.5 ] ss=2.811e+05
    .......Split cd=1 cv= 164.5 nd=2 sm=[     1010    326.9 ] ss=5.63e+05
    ........Leaf n=1 <42> sm=[    505.5    162.4 ] ss=2.819e+05
    ...Split cd=1 cv=   143 nd=16 sm=[     8727     2623 ] ss=5.245e+06
    .....Leaf n=1 <97> sm=[    516.3    56.17 ] ss=2.697e+05
    ....Split cd=0 cv= 516.3 nd=3 sm=[     1532    255.6 ] ss=8.065e+05
    ......Leaf n=1 <60> sm=[      511    126.3 ] ss=2.77e+05
    .....Split cd=1 cv= 93.12 nd=2 sm=[     1015    199.4 ] ss=5.368e+05
    ......Leaf n=1 <70> sm=[    504.4    73.15 ] ss=2.598e+05
    ..Split cd=0 cv=   496 nd=28 sm=[ 1.425e+04     3895 ] ss=7.976e+06
    ......Leaf n=1 <4> sm=[    484.3    233.8 ] ss=2.892e+05
    .....Split cd=1 cv=   219 nd=2 sm=[    948.5    452.8 ] ss=5.526e+05
    ......Leaf n=1 <50> sm=[    464.2      219 ] ss=2.634e+05
    ....Split cd=0 cv= 462.7 nd=3 sm=[     1411    628.9 ] ss=7.978e+05
    .....Leaf n=1 <93> sm=[    462.7    176.2 ] ss=2.451e+05
    ...Split cd=1 cv=   143 nd=12 sm=[     5522     1272 ] ss=2.731e+06
    ......Leaf n=1 <10> sm=[    445.2      121 ] ss=2.128e+05
    .....Split cd=1 cv= 93.12 nd=8 sm=[     3687    545.8 ] ss=1.744e+06
    ........Leaf n=1 <3> sm=[    466.6    68.82 ] ss=2.224e+05
    .......Split cd=1 cv=  68.2 nd=4 sm=[     1911    213.1 ] ss=9.251e+05
    ..........Leaf n=1 <72> sm=[    478.6    54.57 ] ss=2.32e+05
    .........Split cd=1 cv= 54.57 nd=2 sm=[    967.6      101 ] ss=4.733e+05
    ..........Leaf n=1 <71> sm=[      489    46.42 ] ss=2.413e+05
    ........Split cd=0 cv= 478.1 nd=3 sm=[     1445    144.3 ] ss=7.027e+05
    .........Leaf n=1 <39> sm=[      477    43.28 ] ss=2.294e+05
    ......Split cd=0 cv= 460.2 nd=7 sm=[     3242    424.8 ] ss=1.531e+06
    ........Leaf n=1 <98> sm=[    432.5    87.17 ] ss=1.947e+05
    .......Split cd=1 cv=  68.2 nd=3 sm=[     1331    211.7 ] ss=6.058e+05
    .........Leaf n=1 <46> sm=[    452.8    67.25 ] ss=2.096e+05
    ........Split cd=0 cv= 445.3 nd=2 sm=[    898.2    124.5 ] ss=4.112e+05
    .........Leaf n=1 <37> sm=[    445.3    57.29 ] ss=2.016e+05
    ....Split cd=0 cv= 424.3 nd=9 sm=[     4111    643.3 ] ss=1.933e+06
    .....Leaf n=1 <38> sm=[    424.3    97.51 ] ss=1.895e+05
    Split cd=0 cv= 337.4 nd=100 sm=[ 3.349e+04 2.339e+04 ] ss=2.131e+07
    .......Leaf n=1 <83> sm=[    303.3      406 ] ss=2.568e+05
    ......Split cd=0 cv= 297.7 nd=4 sm=[     1172     1629 ] ss=1.007e+06
    ........Leaf n=1 <33> sm=[    295.6    417.2 ] ss=2.614e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    868.7     1223 ] ss=7.504e+05
    .........Leaf n=1 <62> sm=[    296.6    402.6 ] ss=2.501e+05
    ........Split cd=0 cv= 277.9 nd=2 sm=[    573.1    805.6 ] ss=4.89e+05
    .........Leaf n=1 <11> sm=[    276.5      403 ] ss=2.389e+05
    .....Split cd=1 cv= 392.2 nd=5 sm=[     1487     1994 ] ss=1.24e+06
    ......Leaf n=1 <65> sm=[    314.8    365.4 ] ss=2.326e+05
    ....Split cd=0 cv= 258.1 nd=12 sm=[     2917     4779 ] ss=2.651e+06
    ........Leaf n=1 <95> sm=[    238.5    441.6 ] ss=2.519e+05
    .......Split cd=1 cv= 417.1 nd=2 sm=[    467.6    853.3 ] ss=4.738e+05
    ........Leaf n=1 <87> sm=[      229    411.7 ] ss=2.219e+05
    ......Split cd=0 cv= 218.4 nd=5 sm=[     1067     2090 ] ss=1.104e+06
    ........Leaf n=1 <1> sm=[    200.5      428 ] ss=2.234e+05
    .......Split cd=1 cv= 417.1 nd=3 sm=[    599.9     1236 ] ss=6.305e+05
    .........Leaf n=1 <79> sm=[    216.3    403.7 ] ss=2.098e+05
    ........Split cd=0 cv= 198.6 nd=2 sm=[    399.4    808.5 ] ss=4.071e+05
    .........Leaf n=1 <41> sm=[    183.1    404.7 ] ss=1.973e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1430     2785 ] ss=1.412e+06
    .......Leaf n=1 <69> sm=[    182.9    351.7 ] ss=1.572e+05
    ......Split cd=0 cv= 182.9 nd=2 sm=[    362.3    695.3 ] ss=3.074e+05
    .......Leaf n=1 <73> sm=[    179.4    343.6 ] ss=1.502e+05
    ...Split cd=1 cv= 342.3 nd=15 sm=[     3753     5773 ] ss=3.228e+06
    ......Leaf n=1 <24> sm=[    336.7    335.2 ] ss=2.258e+05
    .....Split cd=1 cv= 329.5 nd=2 sm=[      656    664.8 ] ss=4.363e+05
    ......Leaf n=1 <88> sm=[    319.3    329.5 ] ss=2.105e+05
    ....Split cd=0 cv= 258.1 nd=3 sm=[    836.5    993.4 ] ss=5.769e+05
    .....Leaf n=1 <53> sm=[    180.5    328.6 ] ss=1.406e+05
    ..Split cd=0 cv= 178.8 nd=28 sm=[     5514 1.027e+04 ] ss=5.071e+06
    ......Leaf n=1 <89> sm=[    169.9    406.6 ] ss=1.942e+05
    .....Split cd=1 cv= 392.2 nd=7 sm=[     1139     2576 ] ss=1.136e+06
    .........Leaf n=1 <35> sm=[    162.9    380.6 ] ss=1.714e+05
    ........Split cd=0 cv= 162.9 nd=2 sm=[    318.3    758.5 ] ss=3.383e+05
    .........Leaf n=1 <78> sm=[    155.4    377.9 ] ss=1.67e+05
    .......Split cd=1 cv= 367.2 nd=5 sm=[    816.3     1824 ] ss=7.996e+05
    .........Leaf n=1 <90> sm=[    175.6    353.9 ] ss=1.561e+05
    ........Split cd=0 cv= 165.7 nd=3 sm=[      498     1066 ] ss=4.613e+05
    ..........Leaf n=1 <40> sm=[    163.3    357.2 ] ss=1.542e+05
    .........Split cd=1 cv= 354.8 nd=2 sm=[    322.5    711.6 ] ss=3.052e+05
    ..........Leaf n=1 <74> sm=[    159.2    354.4 ] ss=1.51e+05
    ......Split cd=0 cv= 152.7 nd=6 sm=[      969     2169 ] ss=9.421e+05
    .......Leaf n=1 <82> sm=[    152.7    345.2 ] ss=1.425e+05
    ....Split cd=0 cv= 99.44 nd=9 sm=[     1263     3328 ] ss=1.429e+06
    ......Leaf n=1 <7> sm=[     83.2    398.2 ] ss=1.655e+05
    .....Split cd=1 cv= 392.2 nd=2 sm=[    124.1    752.4 ] ss=2.926e+05
    ......Leaf n=1 <47> sm=[    40.93    354.3 ] ss=1.272e+05
    ...Split cd=1 cv= 342.3 nd=13 sm=[     1761     4494 ] ss=1.843e+06
    ......Leaf n=1 <36> sm=[    136.3    340.3 ] ss=1.344e+05
    .....Split cd=1 cv= 292.5 nd=3 sm=[    446.5      859 ] ss=3.173e+05
    .......Leaf n=1 <77> sm=[    166.9    258.2 ] ss=9.452e+04
    ......Split cd=0 cv= 143.3 nd=2 sm=[    310.1    518.6 ] ss=1.829e+05
    .......Leaf n=1 <25> sm=[    143.3    260.4 ] ss=8.834e+04
    ....Split cd=0 cv= 99.44 nd=4 sm=[    498.1     1165 ] ss=4.137e+05
    .....Leaf n=1 <6> sm=[    51.62    306.3 ] ss=9.646e+04
    .Split cd=1 cv= 242.6 nd=54 sm=[ 1.039e+04 1.34e+04 ] ss=6.628e+06
    ......Leaf n=1 <99> sm=[    324.9    170.8 ] ss=1.347e+05
    .....Split cd=1 cv= 170.8 nd=4 sm=[     1260    645.1 ] ss=5.018e+05
    ........Leaf n=1 <21> sm=[    328.3    161.4 ] ss=1.338e+05
    .......Split cd=0 cv= 321.6 nd=2 sm=[    642.2      327 ] ss=2.598e+05
    ........Leaf n=1 <68> sm=[    313.9    165.6 ] ss=1.26e+05
    ......Split cd=0 cv= 305.9 nd=3 sm=[    934.8    474.2 ] ss=3.671e+05
    .......Leaf n=1 <59> sm=[    292.6    147.2 ] ss=1.073e+05
    ....Split cd=0 cv= 274.4 nd=5 sm=[     1534    803.4 ] ss=6.022e+05
    .....Leaf n=1 <18> sm=[    274.4    158.3 ] ss=1.004e+05
    ...Split cd=1 cv=   143 nd=13 sm=[     3469     1561 ] ss=1.159e+06
    ......Leaf n=1 <58> sm=[    314.3    93.69 ] ss=1.076e+05
    .....Split cd=1 cv= 93.12 nd=3 sm=[    869.2    254.9 ] ss=2.747e+05
    .......Leaf n=1 <75> sm=[      285    86.53 ] ss=8.869e+04
    ......Split cd=0 cv=   285 nd=2 sm=[    554.9    161.2 ] ss=1.671e+05
    .......Leaf n=1 <91> sm=[      270    74.64 ] ss=7.845e+04
    ....Split cd=0 cv= 258.1 nd=8 sm=[     1935      758 ] ss=5.568e+05
    .......Leaf n=1 <29> sm=[    236.9    96.55 ] ss=6.546e+04
    ......Split cd=0 cv= 218.4 nd=3 sm=[    655.3    351.6 ] ss=1.86e+05
    ........Leaf n=1 <49> sm=[    201.4    140.7 ] ss=6.037e+04
    .......Split cd=1 cv=   118 nd=2 sm=[    418.3      255 ] ss=1.205e+05
    ........Leaf n=1 <92> sm=[    216.9    114.3 ] ss=6.012e+04
    .....Split cd=1 cv= 93.12 nd=5 sm=[     1065    503.1 ] ss=2.821e+05
    .......Leaf n=1 <45> sm=[    219.7    83.05 ] ss=5.517e+04
    ......Split cd=0 cv= 218.4 nd=2 sm=[    410.2    151.5 ] ss=9.614e+04
    .......Leaf n=1 <32> sm=[    190.5    68.48 ] ss=4.097e+04
    ..Split cd=0 cv= 178.8 nd=26 sm=[     4873     3133 ] ss=1.557e+06
    ......Leaf n=1 <17> sm=[    120.2    155.7 ] ss=3.869e+04
    .....Split cd=1 cv= 155.7 nd=2 sm=[      236    301.5 ] ss=7.337e+04
    ......Leaf n=1 <64> sm=[    115.8    145.9 ] ss=3.468e+04
    ....Split cd=0 cv= 99.44 nd=5 sm=[    419.8    806.7 ] ss=1.704e+05
    ......Leaf n=1 <15> sm=[    64.78    180.4 ] ss=3.672e+04
    .....Split cd=1 cv= 180.4 nd=3 sm=[    183.8    505.2 ] ss=9.704e+04
    .......Leaf n=1 <19> sm=[    63.97    147.4 ] ss=2.582e+04
    ......Split cd=0 cv= 59.78 nd=2 sm=[      119    324.8 ] ss=6.032e+04
    .......Leaf n=1 <81> sm=[    55.03    177.4 ] ss=3.45e+04
    ...Split cd=1 cv=   143 nd=13 sm=[     1404     1572 ] ss=3.984e+05
    ........Leaf n=1 <52> sm=[    168.4    101.2 ] ss=3.86e+04
    .......Split cd=1 cv= 101.2 nd=2 sm=[    343.7    199.8 ] ss=7.905e+04
    ........Leaf n=1 <9> sm=[    175.3    98.62 ] ss=4.045e+04
    ......Split cd=0 cv= 168.3 nd=3 sm=[      512    339.5 ] ss=1.269e+05
    .......Leaf n=1 <34> sm=[    168.3    139.7 ] ss=4.783e+04
    .....Split cd=1 cv= 93.12 nd=6 sm=[    935.7    571.9 ] ss=2.075e+05
    ........Leaf n=1 <44> sm=[    170.9       74 ] ss=3.468e+04
    .......Split cd=1 cv=  71.2 nd=2 sm=[    323.2    145.2 ] ss=6.293e+04
    ........Leaf n=1 <0> sm=[    152.3     71.2 ] ss=2.825e+04
    ......Split cd=0 cv= 139.1 nd=3 sm=[    423.7    232.4 ] ss=8.065e+04
    .......Leaf n=1 <14> sm=[    100.6    87.18 ] ss=1.771e+04
    ....Split cd=0 cv= 99.44 nd=8 sm=[    984.6    765.3 ] ss=2.28e+05
    ......Leaf n=1 <48> sm=[    20.12    112.3 ] ss=1.302e+04
    .....Split cd=1 cv= 93.12 nd=2 sm=[    48.94    193.5 ] ss=2.044e+04
    ......Leaf n=1 <27> sm=[    28.82    81.14 ] ss=7415
================
 the cost is  5744413.695734896




 out method
the size of clean data is  (100, 2)
the number of colors is 8
 the size of T is  398
the lp time 5.108077043667436
 the cost is  4164861.367223014
final LP of our method
 the cost is  4196911.874291553





the size of clean data is  (100, 2)
the number of colors is 8
ORL21 method
 the cost is  5042030.065445421



NIPS 19:
the size of clean data is  (100, 2)
the number of colors is 8
baseline cost
 the cost is  4884470.025021573




 out method
the size of clean data is  (100, 2)
the number of colors is 8
 the size of T is  398
the lp time 5.140619973652065
 the cost is  4159381.4364329814
final LP of our method
 the cost is  4162832.2529025553





the size of clean data is  (100, 2)
the number of colors is 8
ORL21 method
 the cost is  4616400.528199738



NIPS 19:
the size of clean data is  (100, 2)
the number of colors is 8
baseline cost
 the cost is  4592636.808985897




 out method
the size of clean data is  (100, 2)
the number of colors is 8
 the size of T is  398
the lp time 5.221840074285865
 the cost is  4170243.2415982294
final LP of our method
 the cost is  4171036.9132115203





the size of clean data is  (100, 2)
the number of colors is 8
ORL21 method
 the cost is  4587104.002442369



NIPS 19:
the size of clean data is  (100, 2)
the number of colors is 8
baseline cost
 the cost is  4569948.410495145




 out method
the size of clean data is  (100, 2)
the number of colors is 8
 the size of T is  398
the lp time 4.970286966301501
 the cost is  4159147.14629089
final LP of our method
 the cost is  4159147.1462908923





the size of clean data is  (100, 2)
the number of colors is 8
ORL21 method
 the cost is  4587104.002442369



