Using config_str = hypercube
my test [0.0]
delta =  0.0
NIPS 19:
the size of clean data is  (99, 3)
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:
(-0.0011, 1.0174, 1.2169)
(0.0078, 0.8746, 0.1272)
(0.9992, 0.9819, 0.953)
(-0.0788, 0.0497, 1.0475)
(1.2163, 1.0016, 0.8666)
(0.0636, 0.9187, 1.0397)
(-0.1197, 0.1802, -0.1003)
(0.9244, 1.1152, 1.0608)
(0.0425, 1.1683, 0.2855)
(0.9452, 0.8878, -0.0441)
(-0.0053, -0.149, 0.0772)
(1.0988, 1.0827, 0.2231)
(0.0574, -0.046, 0.1825)
(-0.0731, 1.0528, 0.9929)
(0.0221, 0.944, 0.8979)
(0.9736, 0.8855, 0.0672)
(1.1118, 0.8893, 0.0126)
(-0.0863, 0.932, 0.0526)
(0.9409, 0.9097, 1.0413)
(-0.0204, 1.0539, 1.0236)
(0.9833, 1.062, -0.0003)
(-0.0032, 0.93, 0.7991)
(-0.1259, -0.1054, 0.9724)
(0.1611, 1.0919, 0.9523)
(0.9332, 0.8195, 1.1177)
(0.0944, 0.9435, 0.9266)
(1.0624, -0.0005, 0.9927)
(0.9327, 0.9856, 0.998)
(1.0354, 1.1486, 0.0171)
(1.0823, 0.0871, 0.1859)
(0.8652, 0.1668, 0.9918)
(-0.0455, 0.902, -0.1157)
(0.8749, 0.9754, 0.957)
(0.0838, -0.1074, 0.1499)
(0.0923, -0.1104, 1.0683)
(1.0919, 0.0076, 0.9212)
(0.8929, 1.0067, 1.0218)
(0.7993, 0.9369, -0.0236)
(-0.036, 0.8868, 0.1286)
(1.0415, 0.9902, 0.0439)
(1.0585, 0.9429, 0.0423)
(1.0721, 0.1918, 0.9138)
(0.8657, -0.0024, 1.0618)
(1.0094, 0.1334, 0.8518)
(-0.076, -0.0638, 0.9697)
(0.039, 1.0302, -0.054)
(0.015, 0.0078, 0.03)
(1.0481, 1.0844, -0.0607)
(0.8521, 0.995, 0.9687)
(1.057, -0.0113, -0.2393)
(0.8921, -0.0587, 0.0341)
(1.0206, 0.0716, 0.9498)
(-0.0123, 0.0814, -0.0759)
(0.9858, 0.9484, 1.119)
(1.1874, 1.0702, 1.1882)
(-0.0653, -0.0378, 1.1314)
(0.1074, 1.1461, 1.0499)
(0.1429, -0.0738, 0.9509)
(0.983, 0.9965, -0.2042)
(-0.0121, 0.9947, -0.0208)
(-0.1146, 1.0661, 0.0001)
(1.0172, 0.1049, 1.0575)
(0.9417, 1.1481, 1.0104)
(1.0714, 0.0785, 1.0043)
(-0.0621, -0.0634, 0.9423)
(0.9533, 0.006, -0.0006)
(-0.0775, 1.0577, 0.8607)
(-0.0461, -0.0159, 0.1281)
(0.1132, 0.0255, -0.1403)
(-0.046, -0.0376, 0.0869)
(0.9861, 0.9059, 0.7875)
(1.2031, -0.0836, -0.1018)
(-0.0165, 1.1454, -0.0393)
(1.19, 0.2262, 0.0542)
(1.1262, 1.1533, 1.0641)
(1.1865, -0.1045, 0.0996)
(1.0349, 1.0286, 0.9663)
(-0.0613, 1.1141, 0.0424)
(0.0845, 0.0454, 1.0104)
(1.0229, 0.7768, 0.02)
(0.0343, -0.1967, -0.0008)
(-0.0166, 0.2079, 0.0937)
(1.2368, 1.0264, -0.1438)
(1.0303, 0.0561, 1.0708)
(0.9812, 0.0135, 0.9399)
(0.1711, 0.9136, -0.145)
(1.0721, 0.884, -0.0647)
(0.0247, -0.0393, 0.091)
(0.9857, -0.0176, -0.0244)
(0.0431, 0.013, 0.9126)
(-0.0375, 0.059, 0.0078)
(1.0796, 1.2225, -0.2192)
(1.2692, 1.1783, 0.9274)
(-0.0127, -0.0542, -0.0186)
(1.1579, 0.0187, 0.0524)
(-0.024, 0.0577, 0.9123)
(-0.0761, -0.1744, 0.0267)
(-0.0599, 0.12, 0.038)
(-0.1457, -0.1106, 0.9802)

Executing Clustering Algorithm: Swap
    ..........Leaf n=1 <54> sm=[   1.1874   1.0702   1.1882 ] ss=3.96707
    .........Split cd=2 cv= 1.126 nd=2 sm=[    2.314    2.224    2.252 ] ss=7.698
    ..........Leaf n=1 <74> sm=[    1.126    1.153    1.064 ] ss=3.731
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.238    3.339    3.313 ] ss=10.92
    .........Leaf n=1 <7> sm=[   0.9244    1.115    1.061 ] ss=3.223
    .......Split cd=1 cv= 1.045 nd=5 sm=[    5.165    5.197    5.473 ] ss=16.84
    .........Leaf n=1 <53> sm=[   0.9858   0.9484    1.119 ] ss=3.123
    ........Split cd=0 cv=0.9858 nd=2 sm=[    1.927    1.858     2.16 ] ss=5.921
    .........Leaf n=1 <18> sm=[   0.9409   0.9097    1.041 ] ss=2.797
    ......Split cd=2 cv= 1.035 nd=11 sm=[    11.56    11.52     11.2 ] ss=35.93
    .........Leaf n=1 <92> sm=[    1.269    1.178   0.9274 ] ss=3.859
    ........Split cd=0 cv= 1.092 nd=2 sm=[    2.211    2.326    1.938 ] ss=7.085
    .........Leaf n=1 <62> sm=[   0.9417    1.148     1.01 ] ss=3.226
    .......Split cd=1 cv= 1.045 nd=6 sm=[    6.394    6.324    5.722 ] ss=19.09
    .........Leaf n=1 <4> sm=[    1.216    1.002   0.8666 ] ss=3.234
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.183    3.998    3.784 ] ss=12
    ...........Leaf n=1 <76> sm=[    1.035    1.029   0.9663 ] ss=3.063
    ..........Split cd=1 cv=0.9856 nd=2 sm=[    1.968    2.014    1.964 ] ss=5.9
    ...........Leaf n=1 <27> sm=[   0.9327   0.9856    0.998 ] ss=2.837
    .........Split cd=2 cv= 0.953 nd=3 sm=[    2.967    2.996    2.917 ] ss=8.771
    ..........Leaf n=1 <2> sm=[   0.9992   0.9819    0.953 ] ss=2.871
    .....Split cd=0 cv=0.9155 nd=14 sm=[    14.18     14.5    14.14 ] ss=44.07
    .......Leaf n=1 <36> sm=[   0.8929    1.007    1.022 ] ss=2.855
    ......Split cd=2 cv= 1.022 nd=3 sm=[     2.62    2.977    2.947 ] ss=8.142
    ........Leaf n=1 <48> sm=[   0.8521    0.995   0.9687 ] ss=2.654
    .......Split cd=1 cv= 0.995 nd=2 sm=[    1.727     1.97    1.926 ] ss=5.287
    ........Leaf n=1 <32> sm=[   0.8749   0.9754    0.957 ] ss=2.633
    ....Split cd=1 cv=0.8677 nd=15 sm=[    15.11    15.32    15.26 ] ss=46.87
    .....Leaf n=1 <24> sm=[   0.9332   0.8195    1.118 ] ss=2.792
    ...Split cd=2 cv=0.8529 nd=16 sm=[     16.1    16.22    16.05 ] ss=49.28
    ....Leaf n=1 <70> sm=[   0.9861   0.9059   0.7875 ] ss=2.413
    ..Split cd=0 cv=0.5618 nd=26 sm=[    16.37    26.38    25.81 ] ss=69.36
    ......Leaf n=1 <23> sm=[   0.1611    1.092   0.9523 ] ss=2.125
    .....Split cd=0 cv=0.1611 nd=8 sm=[   0.2129    8.307    7.921 ] ss=16.65
    ........Leaf n=1 <56> sm=[   0.1074    1.146     1.05 ] ss=2.427
    .......Split cd=0 cv=0.0077 nd=2 sm=[   0.1063    2.163    2.267 ] ss=4.943
    ........Leaf n=1 <0> sm=[  -0.0011    1.017    1.217 ] ss=2.516
    ......Split cd=2 cv= 1.035 nd=7 sm=[   0.0518    7.215    6.969 ] ss=14.52
    .........Leaf n=1 <14> sm=[   0.0221    0.944   0.8979 ] ss=1.698
    ........Split cd=1 cv= 0.944 nd=2 sm=[   0.1165    1.887    1.825 ] ss=3.456
    .........Leaf n=1 <25> sm=[   0.0944   0.9435   0.9266 ] ss=1.758
    .......Split cd=0 cv=0.0077 nd=5 sm=[  -0.0545    5.052    4.702 ] ss=9.58
    .........Leaf n=1 <66> sm=[  -0.0775    1.058   0.8607 ] ss=1.866
    ........Split cd=1 cv= 1.058 nd=3 sm=[   -0.171    3.164    2.877 ] ss=6.124
    ..........Leaf n=1 <19> sm=[  -0.0204    1.054    1.024 ] ss=2.159
    .........Split cd=2 cv=0.9929 nd=2 sm=[  -0.0935    2.107    2.017 ] ss=4.258
    ..........Leaf n=1 <13> sm=[  -0.0731    1.053   0.9929 ] ss=2.1
    ....Split cd=1 cv=0.9187 nd=9 sm=[   0.2765    9.226    8.961 ] ss=18.58
    .....Leaf n=1 <5> sm=[   0.0636   0.9187     1.04 ] ss=1.929
    ...Split cd=2 cv=0.8529 nd=10 sm=[   0.2733    10.16     9.76 ] ss=20.08
    ....Leaf n=1 <21> sm=[  -0.0032     0.93   0.7991 ] ss=1.503
    .Split cd=1 cv=0.5129 nd=48 sm=[    27.24     26.8    47.46 ] ss=102.3
    ......Leaf n=1 <41> sm=[    1.072   0.1918   0.9138 ] ss=2.021
    .....Split cd=0 cv=0.9155 nd=2 sm=[    1.937   0.3586    1.906 ] ss=3.781
    ......Leaf n=1 <30> sm=[   0.8652   0.1668   0.9918 ] ss=1.76
    ....Split cd=1 cv=0.1581 nd=10 sm=[    10.08   0.6879    9.904 ] ss=20.15
    ........Leaf n=1 <61> sm=[    1.017   0.1049    1.058 ] ss=2.164
    .......Split cd=1 cv=0.0561 nd=2 sm=[    2.048    0.161    2.128 ] ss=4.375
    ........Leaf n=1 <83> sm=[     1.03   0.0561    1.071 ] ss=2.211
    ......Split cd=2 cv= 1.035 nd=7 sm=[    7.275   0.3317    6.936 ] ss=14.49
    .........Leaf n=1 <35> sm=[    1.092   0.0076   0.9212 ] ss=2.041
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.165   0.1712    3.815 ] ss=7.999
    ...........Leaf n=1 <63> sm=[    1.071   0.0785    1.004 ] ss=2.163
    ..........Split cd=0 cv= 1.021 nd=2 sm=[    2.092   0.1501    1.954 ] ss=4.112
    ...........Leaf n=1 <51> sm=[    1.021   0.0716   0.9498 ] ss=1.949
    .........Split cd=2 cv=0.9439 nd=3 sm=[    3.073   0.1636    2.894 ] ss=5.958
    ..........Leaf n=1 <84> sm=[   0.9812   0.0135   0.9399 ] ss=1.846
    .......Split cd=1 cv=-0.0005 nd=5 sm=[    5.228   0.1707    4.808 ] ss=10.11
    ........Leaf n=1 <26> sm=[    1.062  -0.0005   0.9927 ] ss=2.114
    .....Split cd=0 cv=0.9155 nd=8 sm=[    8.141   0.3293    7.998 ] ss=16.37
    ......Leaf n=1 <42> sm=[   0.8657  -0.0024    1.062 ] ss=1.877
    ...Split cd=2 cv=0.8529 nd=11 sm=[    11.09   0.8213    10.76 ] ss=21.91
    ....Leaf n=1 <43> sm=[    1.009   0.1334   0.8518 ] ss=1.762
    ..Split cd=0 cv=0.5618 nd=22 sm=[    10.87   0.4219    21.65 ] ss=32.91
    .....Leaf n=1 <3> sm=[  -0.0788   0.0497    1.048 ] ss=1.106
    ....Split cd=1 cv=0.0497 nd=10 sm=[   -0.191  -0.4571    9.986 ] ss=10.16
    ......Leaf n=1 <57> sm=[   0.1429  -0.0738   0.9509 ] ss=0.9301
    .....Split cd=0 cv=0.1429 nd=9 sm=[  -0.1122  -0.5068    8.938 ] ss=9.056
    ........Leaf n=1 <34> sm=[   0.0923  -0.1104    1.068 ] ss=1.162
    .......Split cd=0 cv=-0.0014 nd=2 sm=[    0.027  -0.1482      2.2 ] ss=2.448
    ........Leaf n=1 <55> sm=[  -0.0653  -0.0378    1.131 ] ss=1.286
    ......Split cd=2 cv= 1.065 nd=8 sm=[  -0.2551   -0.433    7.987 ] ss=8.125
    .........Leaf n=1 <78> sm=[   0.0845   0.0454     1.01 ] ss=1.03
    ........Split cd=1 cv= 0.013 nd=2 sm=[   0.1276   0.0584    1.923 ] ss=1.865
    .........Leaf n=1 <89> sm=[   0.0431    0.013   0.9126 ] ss=0.8349
    .......Split cd=0 cv=-0.0014 nd=6 sm=[  -0.2821  -0.2848    5.788 ] ss=5.678
    ..........Leaf n=1 <44> sm=[   -0.076  -0.0638   0.9697 ] ss=0.9502
    .........Split cd=2 cv=0.9697 nd=2 sm=[  -0.1381  -0.1272    1.912 ] ss=1.846
    ..........Leaf n=1 <64> sm=[  -0.0621  -0.0634   0.9423 ] ss=0.8958
    ........Split cd=1 cv=-0.0735 nd=4 sm=[  -0.4097  -0.3432    3.865 ] ss=3.813
    ..........Leaf n=1 <98> sm=[  -0.1457  -0.1106   0.9802 ] ss=0.9943
    .........Split cd=2 cv=0.9802 nd=2 sm=[  -0.2716   -0.216    1.953 ] ss=1.967
    ..........Leaf n=1 <22> sm=[  -0.1259  -0.1054   0.9724 ] ss=0.9725
    ...Split cd=2 cv=0.9123 nd=11 sm=[   -0.215  -0.3994     10.9 ] ss=11
    ....Leaf n=1 <95> sm=[   -0.024   0.0577   0.9123 ] ss=0.8362
    Split cd=2 cv=0.4888 nd=99 sm=[    52.23    52.57    48.02 ] ss=156
    ....Leaf n=1 <11> sm=[    1.099    1.083   0.2231 ] ss=2.429
    ...Split cd=2 cv=0.1247 nd=15 sm=[    15.49    14.82  -0.3344 ] ss=31.13
    .........Leaf n=1 <28> sm=[    1.035    1.149   0.0171 ] ss=2.392
    ........Split cd=0 cv= 1.035 nd=2 sm=[    2.019    2.211   0.0168 ] ss=4.486
    .........Leaf n=1 <20> sm=[   0.9833    1.062  -0.0003 ] ss=2.095
    .......Split cd=1 cv= 1.045 nd=7 sm=[    7.149    6.806   0.1387 ] ss=14.01
    .........Leaf n=1 <16> sm=[    1.112   0.8893   0.0126 ] ss=2.027
    ........Split cd=0 cv= 1.092 nd=5 sm=[    5.131    4.596   0.1219 ] ss=9.526
    ...........Leaf n=1 <39> sm=[    1.042   0.9902   0.0439 ] ss=2.067
    ..........Split cd=1 cv=0.9564 nd=3 sm=[    3.074    2.819   0.1534 ] ss=5.815
    ............Leaf n=1 <40> sm=[    1.058   0.9429   0.0423 ] ss=2.011
    ...........Split cd=0 cv= 1.004 nd=2 sm=[    2.032    1.828   0.1095 ] ss=3.748
    ............Leaf n=1 <15> sm=[   0.9736   0.8855   0.0672 ] ss=1.737
    .........Split cd=2 cv=0.03374 nd=4 sm=[    4.019    3.706   0.1093 ] ss=7.498
    ..........Leaf n=1 <9> sm=[   0.9452   0.8878  -0.0441 ] ss=1.684
    ......Split cd=2 cv=-0.05728 nd=12 sm=[    12.57    12.02  -0.5539 ] ss=25.54
    .........Leaf n=1 <91> sm=[     1.08    1.222  -0.2192 ] ss=2.708
    ........Split cd=0 cv=  1.08 nd=2 sm=[    2.128    2.307  -0.2799 ] ss=4.986
    .........Leaf n=1 <47> sm=[    1.048    1.084  -0.0607 ] ss=2.278
    .......Split cd=1 cv= 1.045 nd=5 sm=[     5.42    5.214  -0.6926 ] ss=11.53
    .........Leaf n=1 <82> sm=[    1.237    1.026  -0.1438 ] ss=2.604
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.292    2.907  -0.4127 ] ss=6.54
    ..........Leaf n=1 <86> sm=[    1.072    0.884  -0.0647 ] ss=1.935
    .........Split cd=2 cv=-0.1483 nd=2 sm=[    2.055    1.881  -0.2689 ] ss=3.936
    ..........Leaf n=1 <58> sm=[    0.983   0.9965  -0.2042 ] ss=2.001
    .....Split cd=0 cv=0.9155 nd=13 sm=[    13.37    12.96  -0.5775 ] ss=27.06
    ......Leaf n=1 <37> sm=[   0.7993   0.9369  -0.0236 ] ss=1.517
    ....Split cd=1 cv=0.8677 nd=14 sm=[    14.39    13.73  -0.5575 ] ss=28.71
    .....Leaf n=1 <79> sm=[    1.023   0.7768     0.02 ] ss=1.65
    ..Split cd=0 cv=0.5618 nd=26 sm=[    15.38    25.84  -0.0728 ] ss=42.53
    ......Leaf n=1 <8> sm=[   0.0425    1.168   0.2855 ] ss=1.448
    .....Split cd=0 cv=0.0425 nd=2 sm=[   0.0065    2.055   0.4141 ] ss=2.252
    ......Leaf n=1 <38> sm=[   -0.036   0.8868   0.1286 ] ss=0.8042
    ....Split cd=1 cv=0.8746 nd=3 sm=[   0.0143     2.93   0.5413 ] ss=3.034
    .....Leaf n=1 <1> sm=[   0.0078   0.8746   0.1272 ] ss=0.7812
    ...Split cd=2 cv=0.1247 nd=11 sm=[  -0.1119    11.03   0.2616 ] ss=11.39
    ......Leaf n=1 <85> sm=[   0.1711   0.9136   -0.145 ] ss=0.885
    .....Split cd=0 cv=0.1711 nd=7 sm=[  -0.0807    7.196   -0.164 ] ss=7.53
    .........Leaf n=1 <72> sm=[  -0.0165    1.145  -0.0393 ] ss=1.314
    ........Split cd=0 cv=-0.0165 nd=3 sm=[  -0.1924    3.326   0.0032 ] ss=3.71
    ..........Leaf n=1 <77> sm=[  -0.0613    1.114   0.0424 ] ss=1.247
    .........Split cd=2 cv=0.03538 nd=2 sm=[  -0.1759     2.18   0.0425 ] ss=2.396
    ..........Leaf n=1 <60> sm=[  -0.1146    1.066   0.0001 ] ss=1.15
    .......Split cd=1 cv= 1.062 nd=5 sm=[  -0.2908    5.252    0.035 ] ss=5.579
    .........Leaf n=1 <59> sm=[  -0.0121   0.9947  -0.0208 ] ss=0.99
    ........Split cd=0 cv=-0.0121 nd=2 sm=[  -0.0984    1.927   0.0318 ] ss=1.869
    .........Leaf n=1 <17> sm=[  -0.0863    0.932   0.0526 ] ss=0.8788
    ......Split cd=2 cv=-0.054 nd=6 sm=[  -0.2518    6.282   -0.019 ] ss=6.645
    .......Leaf n=1 <45> sm=[    0.039     1.03   -0.054 ] ss=1.066
    ....Split cd=1 cv= 0.902 nd=8 sm=[  -0.1262    8.098  -0.2797 ] ss=8.359
    .....Leaf n=1 <31> sm=[  -0.0455    0.902  -0.1157 ] ss=0.8291
    .Split cd=1 cv=0.5129 nd=51 sm=[    24.98    25.77   0.5632 ] ss=53.71
    ....Leaf n=1 <29> sm=[    1.082   0.0871   0.1859 ] ss=1.214
    ...Split cd=2 cv=0.1247 nd=9 sm=[    9.708   0.0623   0.0601 ] ss=10.78
    .....Leaf n=1 <73> sm=[     1.19   0.2262   0.0542 ] ss=1.47
    ....Split cd=1 cv=0.1581 nd=8 sm=[    8.626  -0.0248  -0.1258 ] ss=9.564
    .........Leaf n=1 <94> sm=[    1.158   0.0187   0.0524 ] ss=1.344
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.097   0.0071   0.0274 ] ss=3.225
    ..........Leaf n=1 <65> sm=[   0.9533    0.006  -0.0006 ] ss=0.9088
    .........Split cd=2 cv=-0.0006 nd=2 sm=[    1.939  -0.0116   -0.025 ] ss=1.881
    ..........Leaf n=1 <88> sm=[   0.9857  -0.0176  -0.0244 ] ss=0.9725
    .......Split cd=1 cv=-0.0193 nd=4 sm=[    4.283  -0.0974    0.127 ] ss=4.654
    ........Leaf n=1 <75> sm=[    1.187  -0.1045   0.0996 ] ss=1.429
    ......Split cd=2 cv=-0.05728 nd=6 sm=[    6.543  -0.1923  -0.2141 ] ss=7.293
    ........Leaf n=1 <49> sm=[    1.057  -0.0113  -0.2393 ] ss=1.175
    .......Split cd=1 cv=-0.0193 nd=2 sm=[     2.26  -0.0949  -0.3411 ] ss=2.639
    ........Leaf n=1 <71> sm=[    1.203  -0.0836  -0.1018 ] ss=1.465
    .....Split cd=0 cv=0.9155 nd=7 sm=[    7.436   -0.251    -0.18 ] ss=8.094
    ......Leaf n=1 <50> sm=[   0.8921  -0.0587   0.0341 ] ss=0.8005
    ..Split cd=0 cv=0.5618 nd=25 sm=[    9.604  -0.0764    0.636 ] ss=11.19
    .....Leaf n=1 <67> sm=[  -0.0461  -0.0159   0.1281 ] ss=0.01879
    ....Split cd=1 cv=-0.0159 nd=3 sm=[   0.0951  -0.1693   0.4605 ] ss=0.09853
    ......Leaf n=1 <33> sm=[   0.0838  -0.1074   0.1499 ] ss=0.04103
    .....Split cd=0 cv=0.0838 nd=2 sm=[   0.1412  -0.1534   0.3324 ] ss=0.07974
    ......Leaf n=1 <12> sm=[   0.0574   -0.046   0.1825 ] ss=0.03872
    ...Split cd=2 cv=0.1247 nd=16 sm=[  -0.1038  -0.1387   0.5759 ] ss=0.4089
    ......Leaf n=1 <81> sm=[  -0.0166   0.2079   0.0937 ] ss=0.05228
    .....Split cd=0 cv=-0.0166 nd=2 sm=[  -0.1363   0.3881  -0.0066 ] ss=0.1091
    ......Leaf n=1 <6> sm=[  -0.1197   0.1802  -0.1003 ] ss=0.05686
    ....Split cd=1 cv=0.1581 nd=13 sm=[  -0.1989   0.0306   0.1154 ] ss=0.3103
    ......Leaf n=1 <68> sm=[   0.1132   0.0255  -0.1403 ] ss=0.03315
    .....Split cd=0 cv=0.1132 nd=11 sm=[  -0.0626  -0.3575    0.122 ] ss=0.2012
    .........Leaf n=1 <46> sm=[    0.015   0.0078     0.03 ] ss=0.001186
    ........Split cd=0 cv=-0.01625 nd=3 sm=[  -0.0824   0.1868   0.0758 ] ss=0.02557
    ..........Leaf n=1 <97> sm=[  -0.0599     0.12    0.038 ] ss=0.01943
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.0974    0.179   0.0458 ] ss=0.02438
    ..........Leaf n=1 <90> sm=[  -0.0375    0.059   0.0078 ] ss=0.004948
    .......Split cd=1 cv=-0.0193 nd=9 sm=[  -0.1635  -0.4644   0.3382 ] ss=0.1555
    ...........Leaf n=1 <87> sm=[   0.0247  -0.0393    0.091 ] ss=0.01044
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0194  -0.1883   0.1682 ] ss=0.03862
    ...........Leaf n=1 <10> sm=[  -0.0053   -0.149   0.0772 ] ss=0.02819
    .........Split cd=2 cv=0.03374 nd=4 sm=[    0.041  -0.4392   0.1488 ] ss=0.08194
    ...........Leaf n=1 <93> sm=[  -0.0127  -0.0542  -0.0186 ] ss=0.003445
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0216  -0.2509  -0.0194 ] ss=0.04331
    ...........Leaf n=1 <80> sm=[   0.0343  -0.1967  -0.0008 ] ss=0.03987
    ........Split cd=0 cv=-0.01625 nd=6 sm=[  -0.0811  -0.6512   0.2624 ] ss=0.1299
    ..........Leaf n=1 <69> sm=[   -0.046  -0.0376   0.0869 ] ss=0.01108
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.1221   -0.212   0.1136 ] ss=0.048
    ..........Leaf n=1 <96> sm=[  -0.0761  -0.1744   0.0267 ] ss=0.03692
    ......Split cd=2 cv=-0.05728 nd=10 sm=[  -0.1758   -0.383   0.2623 ] ss=0.168
    .......Leaf n=1 <52> sm=[  -0.0123   0.0814  -0.0759 ] ss=0.01254
================
open file successfully.
Data Points:
(-0.0011, 1.0174, 1.2169)
(0.0078, 0.8746, 0.1272)
(0.9992, 0.9819, 0.953)
(-0.0788, 0.0497, 1.0475)
(1.2163, 1.0016, 0.8666)
(0.0636, 0.9187, 1.0397)
(-0.1197, 0.1802, -0.1003)
(0.9244, 1.1152, 1.0608)
(0.0425, 1.1683, 0.2855)
(0.9452, 0.8878, -0.0441)
(-0.0053, -0.149, 0.0772)
(1.0988, 1.0827, 0.2231)
(0.0574, -0.046, 0.1825)
(-0.0731, 1.0528, 0.9929)
(0.0221, 0.944, 0.8979)
(0.9736, 0.8855, 0.0672)
(1.1118, 0.8893, 0.0126)
(-0.0863, 0.932, 0.0526)
(0.9409, 0.9097, 1.0413)
(-0.0204, 1.0539, 1.0236)
(0.9833, 1.062, -0.0003)
(-0.0032, 0.93, 0.7991)
(-0.1259, -0.1054, 0.9724)
(0.1611, 1.0919, 0.9523)
(0.9332, 0.8195, 1.1177)
(0.0944, 0.9435, 0.9266)
(1.0624, -0.0005, 0.9927)
(0.9327, 0.9856, 0.998)
(1.0354, 1.1486, 0.0171)
(1.0823, 0.0871, 0.1859)
(0.8652, 0.1668, 0.9918)
(-0.0455, 0.902, -0.1157)
(0.8749, 0.9754, 0.957)
(0.0838, -0.1074, 0.1499)
(0.0923, -0.1104, 1.0683)
(1.0919, 0.0076, 0.9212)
(0.8929, 1.0067, 1.0218)
(0.7993, 0.9369, -0.0236)
(-0.036, 0.8868, 0.1286)
(1.0415, 0.9902, 0.0439)
(1.0585, 0.9429, 0.0423)
(1.0721, 0.1918, 0.9138)
(0.8657, -0.0024, 1.0618)
(1.0094, 0.1334, 0.8518)
(-0.076, -0.0638, 0.9697)
(0.039, 1.0302, -0.054)
(0.015, 0.0078, 0.03)
(1.0481, 1.0844, -0.0607)
(0.8521, 0.995, 0.9687)
(1.057, -0.0113, -0.2393)
(0.8921, -0.0587, 0.0341)
(1.0206, 0.0716, 0.9498)
(-0.0123, 0.0814, -0.0759)
(0.9858, 0.9484, 1.119)
(1.1874, 1.0702, 1.1882)
(-0.0653, -0.0378, 1.1314)
(0.1074, 1.1461, 1.0499)
(0.1429, -0.0738, 0.9509)
(0.983, 0.9965, -0.2042)
(-0.0121, 0.9947, -0.0208)
(-0.1146, 1.0661, 0.0001)
(1.0172, 0.1049, 1.0575)
(0.9417, 1.1481, 1.0104)
(1.0714, 0.0785, 1.0043)
(-0.0621, -0.0634, 0.9423)
(0.9533, 0.006, -0.0006)
(-0.0775, 1.0577, 0.8607)
(-0.0461, -0.0159, 0.1281)
(0.1132, 0.0255, -0.1403)
(-0.046, -0.0376, 0.0869)
(0.9861, 0.9059, 0.7875)
(1.2031, -0.0836, -0.1018)
(-0.0165, 1.1454, -0.0393)
(1.19, 0.2262, 0.0542)
(1.1262, 1.1533, 1.0641)
(1.1865, -0.1045, 0.0996)
(1.0349, 1.0286, 0.9663)
(-0.0613, 1.1141, 0.0424)
(0.0845, 0.0454, 1.0104)
(1.0229, 0.7768, 0.02)
(0.0343, -0.1967, -0.0008)
(-0.0166, 0.2079, 0.0937)
(1.2368, 1.0264, -0.1438)
(1.0303, 0.0561, 1.0708)
(0.9812, 0.0135, 0.9399)
(0.1711, 0.9136, -0.145)
(1.0721, 0.884, -0.0647)
(0.0247, -0.0393, 0.091)
(0.9857, -0.0176, -0.0244)
(0.0431, 0.013, 0.9126)
(-0.0375, 0.059, 0.0078)
(1.0796, 1.2225, -0.2192)
(1.2692, 1.1783, 0.9274)
(-0.0127, -0.0542, -0.0186)
(1.1579, 0.0187, 0.0524)
(-0.024, 0.0577, 0.9123)
(-0.0761, -0.1744, 0.0267)
(-0.0599, 0.12, 0.038)
(-0.1457, -0.1106, 0.9802)

Executing Clustering Algorithm: Swap
    ..........Leaf n=1 <54> sm=[   1.1874   1.0702   1.1882 ] ss=3.96707
    .........Split cd=2 cv= 1.126 nd=2 sm=[    2.314    2.224    2.252 ] ss=7.698
    ..........Leaf n=1 <74> sm=[    1.126    1.153    1.064 ] ss=3.731
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.238    3.339    3.313 ] ss=10.92
    .........Leaf n=1 <7> sm=[   0.9244    1.115    1.061 ] ss=3.223
    .......Split cd=1 cv= 1.045 nd=5 sm=[    5.165    5.197    5.473 ] ss=16.84
    .........Leaf n=1 <53> sm=[   0.9858   0.9484    1.119 ] ss=3.123
    ........Split cd=0 cv=0.9858 nd=2 sm=[    1.927    1.858     2.16 ] ss=5.921
    .........Leaf n=1 <18> sm=[   0.9409   0.9097    1.041 ] ss=2.797
    ......Split cd=2 cv= 1.035 nd=11 sm=[    11.56    11.52     11.2 ] ss=35.93
    .........Leaf n=1 <92> sm=[    1.269    1.178   0.9274 ] ss=3.859
    ........Split cd=0 cv= 1.092 nd=2 sm=[    2.211    2.326    1.938 ] ss=7.085
    .........Leaf n=1 <62> sm=[   0.9417    1.148     1.01 ] ss=3.226
    .......Split cd=1 cv= 1.045 nd=6 sm=[    6.394    6.324    5.722 ] ss=19.09
    .........Leaf n=1 <4> sm=[    1.216    1.002   0.8666 ] ss=3.234
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.183    3.998    3.784 ] ss=12
    ...........Leaf n=1 <76> sm=[    1.035    1.029   0.9663 ] ss=3.063
    ..........Split cd=1 cv=0.9856 nd=2 sm=[    1.968    2.014    1.964 ] ss=5.9
    ...........Leaf n=1 <27> sm=[   0.9327   0.9856    0.998 ] ss=2.837
    .........Split cd=2 cv= 0.953 nd=3 sm=[    2.967    2.996    2.917 ] ss=8.771
    ..........Leaf n=1 <2> sm=[   0.9992   0.9819    0.953 ] ss=2.871
    .....Split cd=0 cv=0.9155 nd=14 sm=[    14.18     14.5    14.14 ] ss=44.07
    .......Leaf n=1 <36> sm=[   0.8929    1.007    1.022 ] ss=2.855
    ......Split cd=2 cv= 1.022 nd=3 sm=[     2.62    2.977    2.947 ] ss=8.142
    ........Leaf n=1 <48> sm=[   0.8521    0.995   0.9687 ] ss=2.654
    .......Split cd=1 cv= 0.995 nd=2 sm=[    1.727     1.97    1.926 ] ss=5.287
    ........Leaf n=1 <32> sm=[   0.8749   0.9754    0.957 ] ss=2.633
    ....Split cd=1 cv=0.8677 nd=15 sm=[    15.11    15.32    15.26 ] ss=46.87
    .....Leaf n=1 <24> sm=[   0.9332   0.8195    1.118 ] ss=2.792
    ...Split cd=2 cv=0.8529 nd=16 sm=[     16.1    16.22    16.05 ] ss=49.28
    ....Leaf n=1 <70> sm=[   0.9861   0.9059   0.7875 ] ss=2.413
    ..Split cd=0 cv=0.5618 nd=26 sm=[    16.37    26.38    25.81 ] ss=69.36
    ......Leaf n=1 <23> sm=[   0.1611    1.092   0.9523 ] ss=2.125
    .....Split cd=0 cv=0.1611 nd=8 sm=[   0.2129    8.307    7.921 ] ss=16.65
    ........Leaf n=1 <56> sm=[   0.1074    1.146     1.05 ] ss=2.427
    .......Split cd=0 cv=0.0077 nd=2 sm=[   0.1063    2.163    2.267 ] ss=4.943
    ........Leaf n=1 <0> sm=[  -0.0011    1.017    1.217 ] ss=2.516
    ......Split cd=2 cv= 1.035 nd=7 sm=[   0.0518    7.215    6.969 ] ss=14.52
    .........Leaf n=1 <14> sm=[   0.0221    0.944   0.8979 ] ss=1.698
    ........Split cd=1 cv= 0.944 nd=2 sm=[   0.1165    1.887    1.825 ] ss=3.456
    .........Leaf n=1 <25> sm=[   0.0944   0.9435   0.9266 ] ss=1.758
    .......Split cd=0 cv=0.0077 nd=5 sm=[  -0.0545    5.052    4.702 ] ss=9.58
    .........Leaf n=1 <66> sm=[  -0.0775    1.058   0.8607 ] ss=1.866
    ........Split cd=1 cv= 1.058 nd=3 sm=[   -0.171    3.164    2.877 ] ss=6.124
    ..........Leaf n=1 <19> sm=[  -0.0204    1.054    1.024 ] ss=2.159
    .........Split cd=2 cv=0.9929 nd=2 sm=[  -0.0935    2.107    2.017 ] ss=4.258
    ..........Leaf n=1 <13> sm=[  -0.0731    1.053   0.9929 ] ss=2.1
    ....Split cd=1 cv=0.9187 nd=9 sm=[   0.2765    9.226    8.961 ] ss=18.58
    .....Leaf n=1 <5> sm=[   0.0636   0.9187     1.04 ] ss=1.929
    ...Split cd=2 cv=0.8529 nd=10 sm=[   0.2733    10.16     9.76 ] ss=20.08
    ....Leaf n=1 <21> sm=[  -0.0032     0.93   0.7991 ] ss=1.503
    .Split cd=1 cv=0.5129 nd=48 sm=[    27.24     26.8    47.46 ] ss=102.3
    ......Leaf n=1 <41> sm=[    1.072   0.1918   0.9138 ] ss=2.021
    .....Split cd=0 cv=0.9155 nd=2 sm=[    1.937   0.3586    1.906 ] ss=3.781
    ......Leaf n=1 <30> sm=[   0.8652   0.1668   0.9918 ] ss=1.76
    ....Split cd=1 cv=0.1581 nd=10 sm=[    10.08   0.6879    9.904 ] ss=20.15
    ........Leaf n=1 <61> sm=[    1.017   0.1049    1.058 ] ss=2.164
    .......Split cd=1 cv=0.0561 nd=2 sm=[    2.048    0.161    2.128 ] ss=4.375
    ........Leaf n=1 <83> sm=[     1.03   0.0561    1.071 ] ss=2.211
    ......Split cd=2 cv= 1.035 nd=7 sm=[    7.275   0.3317    6.936 ] ss=14.49
    .........Leaf n=1 <35> sm=[    1.092   0.0076   0.9212 ] ss=2.041
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.165   0.1712    3.815 ] ss=7.999
    ...........Leaf n=1 <63> sm=[    1.071   0.0785    1.004 ] ss=2.163
    ..........Split cd=0 cv= 1.021 nd=2 sm=[    2.092   0.1501    1.954 ] ss=4.112
    ...........Leaf n=1 <51> sm=[    1.021   0.0716   0.9498 ] ss=1.949
    .........Split cd=2 cv=0.9439 nd=3 sm=[    3.073   0.1636    2.894 ] ss=5.958
    ..........Leaf n=1 <84> sm=[   0.9812   0.0135   0.9399 ] ss=1.846
    .......Split cd=1 cv=-0.0005 nd=5 sm=[    5.228   0.1707    4.808 ] ss=10.11
    ........Leaf n=1 <26> sm=[    1.062  -0.0005   0.9927 ] ss=2.114
    .....Split cd=0 cv=0.9155 nd=8 sm=[    8.141   0.3293    7.998 ] ss=16.37
    ......Leaf n=1 <42> sm=[   0.8657  -0.0024    1.062 ] ss=1.877
    ...Split cd=2 cv=0.8529 nd=11 sm=[    11.09   0.8213    10.76 ] ss=21.91
    ....Leaf n=1 <43> sm=[    1.009   0.1334   0.8518 ] ss=1.762
    ..Split cd=0 cv=0.5618 nd=22 sm=[    10.87   0.4219    21.65 ] ss=32.91
    .....Leaf n=1 <3> sm=[  -0.0788   0.0497    1.048 ] ss=1.106
    ....Split cd=1 cv=0.0497 nd=10 sm=[   -0.191  -0.4571    9.986 ] ss=10.16
    ......Leaf n=1 <57> sm=[   0.1429  -0.0738   0.9509 ] ss=0.9301
    .....Split cd=0 cv=0.1429 nd=9 sm=[  -0.1122  -0.5068    8.938 ] ss=9.056
    ........Leaf n=1 <34> sm=[   0.0923  -0.1104    1.068 ] ss=1.162
    .......Split cd=0 cv=-0.0014 nd=2 sm=[    0.027  -0.1482      2.2 ] ss=2.448
    ........Leaf n=1 <55> sm=[  -0.0653  -0.0378    1.131 ] ss=1.286
    ......Split cd=2 cv= 1.065 nd=8 sm=[  -0.2551   -0.433    7.987 ] ss=8.125
    .........Leaf n=1 <78> sm=[   0.0845   0.0454     1.01 ] ss=1.03
    ........Split cd=1 cv= 0.013 nd=2 sm=[   0.1276   0.0584    1.923 ] ss=1.865
    .........Leaf n=1 <89> sm=[   0.0431    0.013   0.9126 ] ss=0.8349
    .......Split cd=0 cv=-0.0014 nd=6 sm=[  -0.2821  -0.2848    5.788 ] ss=5.678
    ..........Leaf n=1 <44> sm=[   -0.076  -0.0638   0.9697 ] ss=0.9502
    .........Split cd=2 cv=0.9697 nd=2 sm=[  -0.1381  -0.1272    1.912 ] ss=1.846
    ..........Leaf n=1 <64> sm=[  -0.0621  -0.0634   0.9423 ] ss=0.8958
    ........Split cd=1 cv=-0.0735 nd=4 sm=[  -0.4097  -0.3432    3.865 ] ss=3.813
    ..........Leaf n=1 <98> sm=[  -0.1457  -0.1106   0.9802 ] ss=0.9943
    .........Split cd=2 cv=0.9802 nd=2 sm=[  -0.2716   -0.216    1.953 ] ss=1.967
    ..........Leaf n=1 <22> sm=[  -0.1259  -0.1054   0.9724 ] ss=0.9725
    ...Split cd=2 cv=0.9123 nd=11 sm=[   -0.215  -0.3994     10.9 ] ss=11
    ....Leaf n=1 <95> sm=[   -0.024   0.0577   0.9123 ] ss=0.8362
    Split cd=2 cv=0.4888 nd=99 sm=[    52.23    52.57    48.02 ] ss=156
    ....Leaf n=1 <11> sm=[    1.099    1.083   0.2231 ] ss=2.429
    ...Split cd=2 cv=0.1247 nd=15 sm=[    15.49    14.82  -0.3344 ] ss=31.13
    .........Leaf n=1 <28> sm=[    1.035    1.149   0.0171 ] ss=2.392
    ........Split cd=0 cv= 1.035 nd=2 sm=[    2.019    2.211   0.0168 ] ss=4.486
    .........Leaf n=1 <20> sm=[   0.9833    1.062  -0.0003 ] ss=2.095
    .......Split cd=1 cv= 1.045 nd=7 sm=[    7.149    6.806   0.1387 ] ss=14.01
    .........Leaf n=1 <16> sm=[    1.112   0.8893   0.0126 ] ss=2.027
    ........Split cd=0 cv= 1.092 nd=5 sm=[    5.131    4.596   0.1219 ] ss=9.526
    ...........Leaf n=1 <39> sm=[    1.042   0.9902   0.0439 ] ss=2.067
    ..........Split cd=1 cv=0.9564 nd=3 sm=[    3.074    2.819   0.1534 ] ss=5.815
    ............Leaf n=1 <40> sm=[    1.058   0.9429   0.0423 ] ss=2.011
    ...........Split cd=0 cv= 1.004 nd=2 sm=[    2.032    1.828   0.1095 ] ss=3.748
    ............Leaf n=1 <15> sm=[   0.9736   0.8855   0.0672 ] ss=1.737
    .........Split cd=2 cv=0.03374 nd=4 sm=[    4.019    3.706   0.1093 ] ss=7.498
    ..........Leaf n=1 <9> sm=[   0.9452   0.8878  -0.0441 ] ss=1.684
    ......Split cd=2 cv=-0.05728 nd=12 sm=[    12.57    12.02  -0.5539 ] ss=25.54
    .........Leaf n=1 <91> sm=[     1.08    1.222  -0.2192 ] ss=2.708
    ........Split cd=0 cv=  1.08 nd=2 sm=[    2.128    2.307  -0.2799 ] ss=4.986
    .........Leaf n=1 <47> sm=[    1.048    1.084  -0.0607 ] ss=2.278
    .......Split cd=1 cv= 1.045 nd=5 sm=[     5.42    5.214  -0.6926 ] ss=11.53
    .........Leaf n=1 <82> sm=[    1.237    1.026  -0.1438 ] ss=2.604
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.292    2.907  -0.4127 ] ss=6.54
    ..........Leaf n=1 <86> sm=[    1.072    0.884  -0.0647 ] ss=1.935
    .........Split cd=2 cv=-0.1483 nd=2 sm=[    2.055    1.881  -0.2689 ] ss=3.936
    ..........Leaf n=1 <58> sm=[    0.983   0.9965  -0.2042 ] ss=2.001
    .....Split cd=0 cv=0.9155 nd=13 sm=[    13.37    12.96  -0.5775 ] ss=27.06
    ......Leaf n=1 <37> sm=[   0.7993   0.9369  -0.0236 ] ss=1.517
    ....Split cd=1 cv=0.8677 nd=14 sm=[    14.39    13.73  -0.5575 ] ss=28.71
    .....Leaf n=1 <79> sm=[    1.023   0.7768     0.02 ] ss=1.65
    ..Split cd=0 cv=0.5618 nd=26 sm=[    15.38    25.84  -0.0728 ] ss=42.53
    ......Leaf n=1 <8> sm=[   0.0425    1.168   0.2855 ] ss=1.448
    .....Split cd=0 cv=0.0425 nd=2 sm=[   0.0065    2.055   0.4141 ] ss=2.252
    ......Leaf n=1 <38> sm=[   -0.036   0.8868   0.1286 ] ss=0.8042
    ....Split cd=1 cv=0.8746 nd=3 sm=[   0.0143     2.93   0.5413 ] ss=3.034
    .....Leaf n=1 <1> sm=[   0.0078   0.8746   0.1272 ] ss=0.7812
    ...Split cd=2 cv=0.1247 nd=11 sm=[  -0.1119    11.03   0.2616 ] ss=11.39
    ......Leaf n=1 <85> sm=[   0.1711   0.9136   -0.145 ] ss=0.885
    .....Split cd=0 cv=0.1711 nd=7 sm=[  -0.0807    7.196   -0.164 ] ss=7.53
    .........Leaf n=1 <72> sm=[  -0.0165    1.145  -0.0393 ] ss=1.314
    ........Split cd=0 cv=-0.0165 nd=3 sm=[  -0.1924    3.326   0.0032 ] ss=3.71
    ..........Leaf n=1 <77> sm=[  -0.0613    1.114   0.0424 ] ss=1.247
    .........Split cd=2 cv=0.03538 nd=2 sm=[  -0.1759     2.18   0.0425 ] ss=2.396
    ..........Leaf n=1 <60> sm=[  -0.1146    1.066   0.0001 ] ss=1.15
    .......Split cd=1 cv= 1.062 nd=5 sm=[  -0.2908    5.252    0.035 ] ss=5.579
    .........Leaf n=1 <59> sm=[  -0.0121   0.9947  -0.0208 ] ss=0.99
    ........Split cd=0 cv=-0.0121 nd=2 sm=[  -0.0984    1.927   0.0318 ] ss=1.869
    .........Leaf n=1 <17> sm=[  -0.0863    0.932   0.0526 ] ss=0.8788
    ......Split cd=2 cv=-0.054 nd=6 sm=[  -0.2518    6.282   -0.019 ] ss=6.645
    .......Leaf n=1 <45> sm=[    0.039     1.03   -0.054 ] ss=1.066
    ....Split cd=1 cv= 0.902 nd=8 sm=[  -0.1262    8.098  -0.2797 ] ss=8.359
    .....Leaf n=1 <31> sm=[  -0.0455    0.902  -0.1157 ] ss=0.8291
    .Split cd=1 cv=0.5129 nd=51 sm=[    24.98    25.77   0.5632 ] ss=53.71
    ....Leaf n=1 <29> sm=[    1.082   0.0871   0.1859 ] ss=1.214
    ...Split cd=2 cv=0.1247 nd=9 sm=[    9.708   0.0623   0.0601 ] ss=10.78
    .....Leaf n=1 <73> sm=[     1.19   0.2262   0.0542 ] ss=1.47
    ....Split cd=1 cv=0.1581 nd=8 sm=[    8.626  -0.0248  -0.1258 ] ss=9.564
    .........Leaf n=1 <94> sm=[    1.158   0.0187   0.0524 ] ss=1.344
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.097   0.0071   0.0274 ] ss=3.225
    ..........Leaf n=1 <65> sm=[   0.9533    0.006  -0.0006 ] ss=0.9088
    .........Split cd=2 cv=-0.0006 nd=2 sm=[    1.939  -0.0116   -0.025 ] ss=1.881
    ..........Leaf n=1 <88> sm=[   0.9857  -0.0176  -0.0244 ] ss=0.9725
    .......Split cd=1 cv=-0.0193 nd=4 sm=[    4.283  -0.0974    0.127 ] ss=4.654
    ........Leaf n=1 <75> sm=[    1.187  -0.1045   0.0996 ] ss=1.429
    ......Split cd=2 cv=-0.05728 nd=6 sm=[    6.543  -0.1923  -0.2141 ] ss=7.293
    ........Leaf n=1 <49> sm=[    1.057  -0.0113  -0.2393 ] ss=1.175
    .......Split cd=1 cv=-0.0193 nd=2 sm=[     2.26  -0.0949  -0.3411 ] ss=2.639
    ........Leaf n=1 <71> sm=[    1.203  -0.0836  -0.1018 ] ss=1.465
    .....Split cd=0 cv=0.9155 nd=7 sm=[    7.436   -0.251    -0.18 ] ss=8.094
    ......Leaf n=1 <50> sm=[   0.8921  -0.0587   0.0341 ] ss=0.8005
    ..Split cd=0 cv=0.5618 nd=25 sm=[    9.604  -0.0764    0.636 ] ss=11.19
    .....Leaf n=1 <67> sm=[  -0.0461  -0.0159   0.1281 ] ss=0.01879
    ....Split cd=1 cv=-0.0159 nd=3 sm=[   0.0951  -0.1693   0.4605 ] ss=0.09853
    ......Leaf n=1 <33> sm=[   0.0838  -0.1074   0.1499 ] ss=0.04103
    .....Split cd=0 cv=0.0838 nd=2 sm=[   0.1412  -0.1534   0.3324 ] ss=0.07974
    ......Leaf n=1 <12> sm=[   0.0574   -0.046   0.1825 ] ss=0.03872
    ...Split cd=2 cv=0.1247 nd=16 sm=[  -0.1038  -0.1387   0.5759 ] ss=0.4089
    ......Leaf n=1 <81> sm=[  -0.0166   0.2079   0.0937 ] ss=0.05228
    .....Split cd=0 cv=-0.0166 nd=2 sm=[  -0.1363   0.3881  -0.0066 ] ss=0.1091
    ......Leaf n=1 <6> sm=[  -0.1197   0.1802  -0.1003 ] ss=0.05686
    ....Split cd=1 cv=0.1581 nd=13 sm=[  -0.1989   0.0306   0.1154 ] ss=0.3103
    ......Leaf n=1 <68> sm=[   0.1132   0.0255  -0.1403 ] ss=0.03315
    .....Split cd=0 cv=0.1132 nd=11 sm=[  -0.0626  -0.3575    0.122 ] ss=0.2012
    .........Leaf n=1 <46> sm=[    0.015   0.0078     0.03 ] ss=0.001186
    ........Split cd=0 cv=-0.01625 nd=3 sm=[  -0.0824   0.1868   0.0758 ] ss=0.02557
    ..........Leaf n=1 <97> sm=[  -0.0599     0.12    0.038 ] ss=0.01943
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.0974    0.179   0.0458 ] ss=0.02438
    ..........Leaf n=1 <90> sm=[  -0.0375    0.059   0.0078 ] ss=0.004948
    .......Split cd=1 cv=-0.0193 nd=9 sm=[  -0.1635  -0.4644   0.3382 ] ss=0.1555
    ...........Leaf n=1 <87> sm=[   0.0247  -0.0393    0.091 ] ss=0.01044
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0194  -0.1883   0.1682 ] ss=0.03862
    ...........Leaf n=1 <10> sm=[  -0.0053   -0.149   0.0772 ] ss=0.02819
    .........Split cd=2 cv=0.03374 nd=4 sm=[    0.041  -0.4392   0.1488 ] ss=0.08194
    ...........Leaf n=1 <93> sm=[  -0.0127  -0.0542  -0.0186 ] ss=0.003445
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0216  -0.2509  -0.0194 ] ss=0.04331
    ...........Leaf n=1 <80> sm=[   0.0343  -0.1967  -0.0008 ] ss=0.03987
    ........Split cd=0 cv=-0.01625 nd=6 sm=[  -0.0811  -0.6512   0.2624 ] ss=0.1299
    ..........Leaf n=1 <69> sm=[   -0.046  -0.0376   0.0869 ] ss=0.01108
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.1221   -0.212   0.1136 ] ss=0.048
    ..........Leaf n=1 <96> sm=[  -0.0761  -0.1744   0.0267 ] ss=0.03692
    ......Split cd=2 cv=-0.05728 nd=10 sm=[  -0.1758   -0.383   0.2623 ] ss=0.168
    .......Leaf n=1 <52> sm=[  -0.0123   0.0814  -0.0759 ] ss=0.01254
================
open file successfully.
Data Points:
(-0.0011, 1.0174, 1.2169)
(0.0078, 0.8746, 0.1272)
(0.9992, 0.9819, 0.953)
(-0.0788, 0.0497, 1.0475)
(1.2163, 1.0016, 0.8666)
(0.0636, 0.9187, 1.0397)
(-0.1197, 0.1802, -0.1003)
(0.9244, 1.1152, 1.0608)
(0.0425, 1.1683, 0.2855)
(0.9452, 0.8878, -0.0441)
(-0.0053, -0.149, 0.0772)
(1.0988, 1.0827, 0.2231)
(0.0574, -0.046, 0.1825)
(-0.0731, 1.0528, 0.9929)
(0.0221, 0.944, 0.8979)
(0.9736, 0.8855, 0.0672)
(1.1118, 0.8893, 0.0126)
(-0.0863, 0.932, 0.0526)
(0.9409, 0.9097, 1.0413)
(-0.0204, 1.0539, 1.0236)
(0.9833, 1.062, -0.0003)
(-0.0032, 0.93, 0.7991)
(-0.1259, -0.1054, 0.9724)
(0.1611, 1.0919, 0.9523)
(0.9332, 0.8195, 1.1177)
(0.0944, 0.9435, 0.9266)
(1.0624, -0.0005, 0.9927)
(0.9327, 0.9856, 0.998)
(1.0354, 1.1486, 0.0171)
(1.0823, 0.0871, 0.1859)
(0.8652, 0.1668, 0.9918)
(-0.0455, 0.902, -0.1157)
(0.8749, 0.9754, 0.957)
(0.0838, -0.1074, 0.1499)
(0.0923, -0.1104, 1.0683)
(1.0919, 0.0076, 0.9212)
(0.8929, 1.0067, 1.0218)
(0.7993, 0.9369, -0.0236)
(-0.036, 0.8868, 0.1286)
(1.0415, 0.9902, 0.0439)
(1.0585, 0.9429, 0.0423)
(1.0721, 0.1918, 0.9138)
(0.8657, -0.0024, 1.0618)
(1.0094, 0.1334, 0.8518)
(-0.076, -0.0638, 0.9697)
(0.039, 1.0302, -0.054)
(0.015, 0.0078, 0.03)
(1.0481, 1.0844, -0.0607)
(0.8521, 0.995, 0.9687)
(1.057, -0.0113, -0.2393)
(0.8921, -0.0587, 0.0341)
(1.0206, 0.0716, 0.9498)
(-0.0123, 0.0814, -0.0759)
(0.9858, 0.9484, 1.119)
(1.1874, 1.0702, 1.1882)
(-0.0653, -0.0378, 1.1314)
(0.1074, 1.1461, 1.0499)
(0.1429, -0.0738, 0.9509)
(0.983, 0.9965, -0.2042)
(-0.0121, 0.9947, -0.0208)
(-0.1146, 1.0661, 0.0001)
(1.0172, 0.1049, 1.0575)
(0.9417, 1.1481, 1.0104)
(1.0714, 0.0785, 1.0043)
(-0.0621, -0.0634, 0.9423)
(0.9533, 0.006, -0.0006)
(-0.0775, 1.0577, 0.8607)
(-0.0461, -0.0159, 0.1281)
(0.1132, 0.0255, -0.1403)
(-0.046, -0.0376, 0.0869)
(0.9861, 0.9059, 0.7875)
(1.2031, -0.0836, -0.1018)
(-0.0165, 1.1454, -0.0393)
(1.19, 0.2262, 0.0542)
(1.1262, 1.1533, 1.0641)
(1.1865, -0.1045, 0.0996)
(1.0349, 1.0286, 0.9663)
(-0.0613, 1.1141, 0.0424)
(0.0845, 0.0454, 1.0104)
(1.0229, 0.7768, 0.02)
(0.0343, -0.1967, -0.0008)
(-0.0166, 0.2079, 0.0937)
(1.2368, 1.0264, -0.1438)
(1.0303, 0.0561, 1.0708)
(0.9812, 0.0135, 0.9399)
(0.1711, 0.9136, -0.145)
(1.0721, 0.884, -0.0647)
(0.0247, -0.0393, 0.091)
(0.9857, -0.0176, -0.0244)
(0.0431, 0.013, 0.9126)
(-0.0375, 0.059, 0.0078)
(1.0796, 1.2225, -0.2192)
(1.2692, 1.1783, 0.9274)
(-0.0127, -0.0542, -0.0186)
(1.1579, 0.0187, 0.0524)
(-0.024, 0.0577, 0.9123)
(-0.0761, -0.1744, 0.0267)
(-0.0599, 0.12, 0.038)
(-0.1457, -0.1106, 0.9802)

Executing Clustering Algorithm: Swap
    ..........Leaf n=1 <54> sm=[   1.1874   1.0702   1.1882 ] ss=3.96707
    .........Split cd=2 cv= 1.126 nd=2 sm=[    2.314    2.224    2.252 ] ss=7.698
    ..........Leaf n=1 <74> sm=[    1.126    1.153    1.064 ] ss=3.731
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.238    3.339    3.313 ] ss=10.92
    .........Leaf n=1 <7> sm=[   0.9244    1.115    1.061 ] ss=3.223
    .......Split cd=1 cv= 1.045 nd=5 sm=[    5.165    5.197    5.473 ] ss=16.84
    .........Leaf n=1 <53> sm=[   0.9858   0.9484    1.119 ] ss=3.123
    ........Split cd=0 cv=0.9858 nd=2 sm=[    1.927    1.858     2.16 ] ss=5.921
    .........Leaf n=1 <18> sm=[   0.9409   0.9097    1.041 ] ss=2.797
    ......Split cd=2 cv= 1.035 nd=11 sm=[    11.56    11.52     11.2 ] ss=35.93
    .........Leaf n=1 <92> sm=[    1.269    1.178   0.9274 ] ss=3.859
    ........Split cd=0 cv= 1.092 nd=2 sm=[    2.211    2.326    1.938 ] ss=7.085
    .........Leaf n=1 <62> sm=[   0.9417    1.148     1.01 ] ss=3.226
    .......Split cd=1 cv= 1.045 nd=6 sm=[    6.394    6.324    5.722 ] ss=19.09
    .........Leaf n=1 <4> sm=[    1.216    1.002   0.8666 ] ss=3.234
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.183    3.998    3.784 ] ss=12
    ...........Leaf n=1 <76> sm=[    1.035    1.029   0.9663 ] ss=3.063
    ..........Split cd=1 cv=0.9856 nd=2 sm=[    1.968    2.014    1.964 ] ss=5.9
    ...........Leaf n=1 <27> sm=[   0.9327   0.9856    0.998 ] ss=2.837
    .........Split cd=2 cv= 0.953 nd=3 sm=[    2.967    2.996    2.917 ] ss=8.771
    ..........Leaf n=1 <2> sm=[   0.9992   0.9819    0.953 ] ss=2.871
    .....Split cd=0 cv=0.9155 nd=14 sm=[    14.18     14.5    14.14 ] ss=44.07
    .......Leaf n=1 <36> sm=[   0.8929    1.007    1.022 ] ss=2.855
    ......Split cd=2 cv= 1.022 nd=3 sm=[     2.62    2.977    2.947 ] ss=8.142
    ........Leaf n=1 <48> sm=[   0.8521    0.995   0.9687 ] ss=2.654
    .......Split cd=1 cv= 0.995 nd=2 sm=[    1.727     1.97    1.926 ] ss=5.287
    ........Leaf n=1 <32> sm=[   0.8749   0.9754    0.957 ] ss=2.633
    ....Split cd=1 cv=0.8677 nd=15 sm=[    15.11    15.32    15.26 ] ss=46.87
    .....Leaf n=1 <24> sm=[   0.9332   0.8195    1.118 ] ss=2.792
    ...Split cd=2 cv=0.8529 nd=16 sm=[     16.1    16.22    16.05 ] ss=49.28
    ....Leaf n=1 <70> sm=[   0.9861   0.9059   0.7875 ] ss=2.413
    ..Split cd=0 cv=0.5618 nd=26 sm=[    16.37    26.38    25.81 ] ss=69.36
    ......Leaf n=1 <23> sm=[   0.1611    1.092   0.9523 ] ss=2.125
    .....Split cd=0 cv=0.1611 nd=8 sm=[   0.2129    8.307    7.921 ] ss=16.65
    ........Leaf n=1 <56> sm=[   0.1074    1.146     1.05 ] ss=2.427
    .......Split cd=0 cv=0.0077 nd=2 sm=[   0.1063    2.163    2.267 ] ss=4.943
    ........Leaf n=1 <0> sm=[  -0.0011    1.017    1.217 ] ss=2.516
    ......Split cd=2 cv= 1.035 nd=7 sm=[   0.0518    7.215    6.969 ] ss=14.52
    .........Leaf n=1 <14> sm=[   0.0221    0.944   0.8979 ] ss=1.698
    ........Split cd=1 cv= 0.944 nd=2 sm=[   0.1165    1.887    1.825 ] ss=3.456
    .........Leaf n=1 <25> sm=[   0.0944   0.9435   0.9266 ] ss=1.758
    .......Split cd=0 cv=0.0077 nd=5 sm=[  -0.0545    5.052    4.702 ] ss=9.58
    .........Leaf n=1 <66> sm=[  -0.0775    1.058   0.8607 ] ss=1.866
    ........Split cd=1 cv= 1.058 nd=3 sm=[   -0.171    3.164    2.877 ] ss=6.124
    ..........Leaf n=1 <19> sm=[  -0.0204    1.054    1.024 ] ss=2.159
    .........Split cd=2 cv=0.9929 nd=2 sm=[  -0.0935    2.107    2.017 ] ss=4.258
    ..........Leaf n=1 <13> sm=[  -0.0731    1.053   0.9929 ] ss=2.1
    ....Split cd=1 cv=0.9187 nd=9 sm=[   0.2765    9.226    8.961 ] ss=18.58
    .....Leaf n=1 <5> sm=[   0.0636   0.9187     1.04 ] ss=1.929
    ...Split cd=2 cv=0.8529 nd=10 sm=[   0.2733    10.16     9.76 ] ss=20.08
    ....Leaf n=1 <21> sm=[  -0.0032     0.93   0.7991 ] ss=1.503
    .Split cd=1 cv=0.5129 nd=48 sm=[    27.24     26.8    47.46 ] ss=102.3
    ......Leaf n=1 <41> sm=[    1.072   0.1918   0.9138 ] ss=2.021
    .....Split cd=0 cv=0.9155 nd=2 sm=[    1.937   0.3586    1.906 ] ss=3.781
    ......Leaf n=1 <30> sm=[   0.8652   0.1668   0.9918 ] ss=1.76
    ....Split cd=1 cv=0.1581 nd=10 sm=[    10.08   0.6879    9.904 ] ss=20.15
    ........Leaf n=1 <61> sm=[    1.017   0.1049    1.058 ] ss=2.164
    .......Split cd=1 cv=0.0561 nd=2 sm=[    2.048    0.161    2.128 ] ss=4.375
    ........Leaf n=1 <83> sm=[     1.03   0.0561    1.071 ] ss=2.211
    ......Split cd=2 cv= 1.035 nd=7 sm=[    7.275   0.3317    6.936 ] ss=14.49
    .........Leaf n=1 <35> sm=[    1.092   0.0076   0.9212 ] ss=2.041
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.165   0.1712    3.815 ] ss=7.999
    ...........Leaf n=1 <63> sm=[    1.071   0.0785    1.004 ] ss=2.163
    ..........Split cd=0 cv= 1.021 nd=2 sm=[    2.092   0.1501    1.954 ] ss=4.112
    ...........Leaf n=1 <51> sm=[    1.021   0.0716   0.9498 ] ss=1.949
    .........Split cd=2 cv=0.9439 nd=3 sm=[    3.073   0.1636    2.894 ] ss=5.958
    ..........Leaf n=1 <84> sm=[   0.9812   0.0135   0.9399 ] ss=1.846
    .......Split cd=1 cv=-0.0005 nd=5 sm=[    5.228   0.1707    4.808 ] ss=10.11
    ........Leaf n=1 <26> sm=[    1.062  -0.0005   0.9927 ] ss=2.114
    .....Split cd=0 cv=0.9155 nd=8 sm=[    8.141   0.3293    7.998 ] ss=16.37
    ......Leaf n=1 <42> sm=[   0.8657  -0.0024    1.062 ] ss=1.877
    ...Split cd=2 cv=0.8529 nd=11 sm=[    11.09   0.8213    10.76 ] ss=21.91
    ....Leaf n=1 <43> sm=[    1.009   0.1334   0.8518 ] ss=1.762
    ..Split cd=0 cv=0.5618 nd=22 sm=[    10.87   0.4219    21.65 ] ss=32.91
    .....Leaf n=1 <3> sm=[  -0.0788   0.0497    1.048 ] ss=1.106
    ....Split cd=1 cv=0.0497 nd=10 sm=[   -0.191  -0.4571    9.986 ] ss=10.16
    ......Leaf n=1 <57> sm=[   0.1429  -0.0738   0.9509 ] ss=0.9301
    .....Split cd=0 cv=0.1429 nd=9 sm=[  -0.1122  -0.5068    8.938 ] ss=9.056
    ........Leaf n=1 <34> sm=[   0.0923  -0.1104    1.068 ] ss=1.162
    .......Split cd=0 cv=-0.0014 nd=2 sm=[    0.027  -0.1482      2.2 ] ss=2.448
    ........Leaf n=1 <55> sm=[  -0.0653  -0.0378    1.131 ] ss=1.286
    ......Split cd=2 cv= 1.065 nd=8 sm=[  -0.2551   -0.433    7.987 ] ss=8.125
    .........Leaf n=1 <78> sm=[   0.0845   0.0454     1.01 ] ss=1.03
    ........Split cd=1 cv= 0.013 nd=2 sm=[   0.1276   0.0584    1.923 ] ss=1.865
    .........Leaf n=1 <89> sm=[   0.0431    0.013   0.9126 ] ss=0.8349
    .......Split cd=0 cv=-0.0014 nd=6 sm=[  -0.2821  -0.2848    5.788 ] ss=5.678
    ..........Leaf n=1 <44> sm=[   -0.076  -0.0638   0.9697 ] ss=0.9502
    .........Split cd=2 cv=0.9697 nd=2 sm=[  -0.1381  -0.1272    1.912 ] ss=1.846
    ..........Leaf n=1 <64> sm=[  -0.0621  -0.0634   0.9423 ] ss=0.8958
    ........Split cd=1 cv=-0.0735 nd=4 sm=[  -0.4097  -0.3432    3.865 ] ss=3.813
    ..........Leaf n=1 <98> sm=[  -0.1457  -0.1106   0.9802 ] ss=0.9943
    .........Split cd=2 cv=0.9802 nd=2 sm=[  -0.2716   -0.216    1.953 ] ss=1.967
    ..........Leaf n=1 <22> sm=[  -0.1259  -0.1054   0.9724 ] ss=0.9725
    ...Split cd=2 cv=0.9123 nd=11 sm=[   -0.215  -0.3994     10.9 ] ss=11
    ....Leaf n=1 <95> sm=[   -0.024   0.0577   0.9123 ] ss=0.8362
    Split cd=2 cv=0.4888 nd=99 sm=[    52.23    52.57    48.02 ] ss=156
    ....Leaf n=1 <11> sm=[    1.099    1.083   0.2231 ] ss=2.429
    ...Split cd=2 cv=0.1247 nd=15 sm=[    15.49    14.82  -0.3344 ] ss=31.13
    .........Leaf n=1 <28> sm=[    1.035    1.149   0.0171 ] ss=2.392
    ........Split cd=0 cv= 1.035 nd=2 sm=[    2.019    2.211   0.0168 ] ss=4.486
    .........Leaf n=1 <20> sm=[   0.9833    1.062  -0.0003 ] ss=2.095
    .......Split cd=1 cv= 1.045 nd=7 sm=[    7.149    6.806   0.1387 ] ss=14.01
    .........Leaf n=1 <16> sm=[    1.112   0.8893   0.0126 ] ss=2.027
    ........Split cd=0 cv= 1.092 nd=5 sm=[    5.131    4.596   0.1219 ] ss=9.526
    ...........Leaf n=1 <39> sm=[    1.042   0.9902   0.0439 ] ss=2.067
    ..........Split cd=1 cv=0.9564 nd=3 sm=[    3.074    2.819   0.1534 ] ss=5.815
    ............Leaf n=1 <40> sm=[    1.058   0.9429   0.0423 ] ss=2.011
    ...........Split cd=0 cv= 1.004 nd=2 sm=[    2.032    1.828   0.1095 ] ss=3.748
    ............Leaf n=1 <15> sm=[   0.9736   0.8855   0.0672 ] ss=1.737
    .........Split cd=2 cv=0.03374 nd=4 sm=[    4.019    3.706   0.1093 ] ss=7.498
    ..........Leaf n=1 <9> sm=[   0.9452   0.8878  -0.0441 ] ss=1.684
    ......Split cd=2 cv=-0.05728 nd=12 sm=[    12.57    12.02  -0.5539 ] ss=25.54
    .........Leaf n=1 <91> sm=[     1.08    1.222  -0.2192 ] ss=2.708
    ........Split cd=0 cv=  1.08 nd=2 sm=[    2.128    2.307  -0.2799 ] ss=4.986
    .........Leaf n=1 <47> sm=[    1.048    1.084  -0.0607 ] ss=2.278
    .......Split cd=1 cv= 1.045 nd=5 sm=[     5.42    5.214  -0.6926 ] ss=11.53
    .........Leaf n=1 <82> sm=[    1.237    1.026  -0.1438 ] ss=2.604
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.292    2.907  -0.4127 ] ss=6.54
    ..........Leaf n=1 <86> sm=[    1.072    0.884  -0.0647 ] ss=1.935
    .........Split cd=2 cv=-0.1483 nd=2 sm=[    2.055    1.881  -0.2689 ] ss=3.936
    ..........Leaf n=1 <58> sm=[    0.983   0.9965  -0.2042 ] ss=2.001
    .....Split cd=0 cv=0.9155 nd=13 sm=[    13.37    12.96  -0.5775 ] ss=27.06
    ......Leaf n=1 <37> sm=[   0.7993   0.9369  -0.0236 ] ss=1.517
    ....Split cd=1 cv=0.8677 nd=14 sm=[    14.39    13.73  -0.5575 ] ss=28.71
    .....Leaf n=1 <79> sm=[    1.023   0.7768     0.02 ] ss=1.65
    ..Split cd=0 cv=0.5618 nd=26 sm=[    15.38    25.84  -0.0728 ] ss=42.53
    ......Leaf n=1 <8> sm=[   0.0425    1.168   0.2855 ] ss=1.448
    .....Split cd=0 cv=0.0425 nd=2 sm=[   0.0065    2.055   0.4141 ] ss=2.252
    ......Leaf n=1 <38> sm=[   -0.036   0.8868   0.1286 ] ss=0.8042
    ....Split cd=1 cv=0.8746 nd=3 sm=[   0.0143     2.93   0.5413 ] ss=3.034
    .....Leaf n=1 <1> sm=[   0.0078   0.8746   0.1272 ] ss=0.7812
    ...Split cd=2 cv=0.1247 nd=11 sm=[  -0.1119    11.03   0.2616 ] ss=11.39
    ......Leaf n=1 <85> sm=[   0.1711   0.9136   -0.145 ] ss=0.885
    .....Split cd=0 cv=0.1711 nd=7 sm=[  -0.0807    7.196   -0.164 ] ss=7.53
    .........Leaf n=1 <72> sm=[  -0.0165    1.145  -0.0393 ] ss=1.314
    ........Split cd=0 cv=-0.0165 nd=3 sm=[  -0.1924    3.326   0.0032 ] ss=3.71
    ..........Leaf n=1 <77> sm=[  -0.0613    1.114   0.0424 ] ss=1.247
    .........Split cd=2 cv=0.03538 nd=2 sm=[  -0.1759     2.18   0.0425 ] ss=2.396
    ..........Leaf n=1 <60> sm=[  -0.1146    1.066   0.0001 ] ss=1.15
    .......Split cd=1 cv= 1.062 nd=5 sm=[  -0.2908    5.252    0.035 ] ss=5.579
    .........Leaf n=1 <59> sm=[  -0.0121   0.9947  -0.0208 ] ss=0.99
    ........Split cd=0 cv=-0.0121 nd=2 sm=[  -0.0984    1.927   0.0318 ] ss=1.869
    .........Leaf n=1 <17> sm=[  -0.0863    0.932   0.0526 ] ss=0.8788
    ......Split cd=2 cv=-0.054 nd=6 sm=[  -0.2518    6.282   -0.019 ] ss=6.645
    .......Leaf n=1 <45> sm=[    0.039     1.03   -0.054 ] ss=1.066
    ....Split cd=1 cv= 0.902 nd=8 sm=[  -0.1262    8.098  -0.2797 ] ss=8.359
    .....Leaf n=1 <31> sm=[  -0.0455    0.902  -0.1157 ] ss=0.8291
    .Split cd=1 cv=0.5129 nd=51 sm=[    24.98    25.77   0.5632 ] ss=53.71
    ....Leaf n=1 <29> sm=[    1.082   0.0871   0.1859 ] ss=1.214
    ...Split cd=2 cv=0.1247 nd=9 sm=[    9.708   0.0623   0.0601 ] ss=10.78
    .....Leaf n=1 <73> sm=[     1.19   0.2262   0.0542 ] ss=1.47
    ....Split cd=1 cv=0.1581 nd=8 sm=[    8.626  -0.0248  -0.1258 ] ss=9.564
    .........Leaf n=1 <94> sm=[    1.158   0.0187   0.0524 ] ss=1.344
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.097   0.0071   0.0274 ] ss=3.225
    ..........Leaf n=1 <65> sm=[   0.9533    0.006  -0.0006 ] ss=0.9088
    .........Split cd=2 cv=-0.0006 nd=2 sm=[    1.939  -0.0116   -0.025 ] ss=1.881
    ..........Leaf n=1 <88> sm=[   0.9857  -0.0176  -0.0244 ] ss=0.9725
    .......Split cd=1 cv=-0.0193 nd=4 sm=[    4.283  -0.0974    0.127 ] ss=4.654
    ........Leaf n=1 <75> sm=[    1.187  -0.1045   0.0996 ] ss=1.429
    ......Split cd=2 cv=-0.05728 nd=6 sm=[    6.543  -0.1923  -0.2141 ] ss=7.293
    ........Leaf n=1 <49> sm=[    1.057  -0.0113  -0.2393 ] ss=1.175
    .......Split cd=1 cv=-0.0193 nd=2 sm=[     2.26  -0.0949  -0.3411 ] ss=2.639
    ........Leaf n=1 <71> sm=[    1.203  -0.0836  -0.1018 ] ss=1.465
    .....Split cd=0 cv=0.9155 nd=7 sm=[    7.436   -0.251    -0.18 ] ss=8.094
    ......Leaf n=1 <50> sm=[   0.8921  -0.0587   0.0341 ] ss=0.8005
    ..Split cd=0 cv=0.5618 nd=25 sm=[    9.604  -0.0764    0.636 ] ss=11.19
    .....Leaf n=1 <67> sm=[  -0.0461  -0.0159   0.1281 ] ss=0.01879
    ....Split cd=1 cv=-0.0159 nd=3 sm=[   0.0951  -0.1693   0.4605 ] ss=0.09853
    ......Leaf n=1 <33> sm=[   0.0838  -0.1074   0.1499 ] ss=0.04103
    .....Split cd=0 cv=0.0838 nd=2 sm=[   0.1412  -0.1534   0.3324 ] ss=0.07974
    ......Leaf n=1 <12> sm=[   0.0574   -0.046   0.1825 ] ss=0.03872
    ...Split cd=2 cv=0.1247 nd=16 sm=[  -0.1038  -0.1387   0.5759 ] ss=0.4089
    ......Leaf n=1 <81> sm=[  -0.0166   0.2079   0.0937 ] ss=0.05228
    .....Split cd=0 cv=-0.0166 nd=2 sm=[  -0.1363   0.3881  -0.0066 ] ss=0.1091
    ......Leaf n=1 <6> sm=[  -0.1197   0.1802  -0.1003 ] ss=0.05686
    ....Split cd=1 cv=0.1581 nd=13 sm=[  -0.1989   0.0306   0.1154 ] ss=0.3103
    ......Leaf n=1 <68> sm=[   0.1132   0.0255  -0.1403 ] ss=0.03315
    .....Split cd=0 cv=0.1132 nd=11 sm=[  -0.0626  -0.3575    0.122 ] ss=0.2012
    .........Leaf n=1 <46> sm=[    0.015   0.0078     0.03 ] ss=0.001186
    ........Split cd=0 cv=-0.01625 nd=3 sm=[  -0.0824   0.1868   0.0758 ] ss=0.02557
    ..........Leaf n=1 <97> sm=[  -0.0599     0.12    0.038 ] ss=0.01943
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.0974    0.179   0.0458 ] ss=0.02438
    ..........Leaf n=1 <90> sm=[  -0.0375    0.059   0.0078 ] ss=0.004948
    .......Split cd=1 cv=-0.0193 nd=9 sm=[  -0.1635  -0.4644   0.3382 ] ss=0.1555
    ...........Leaf n=1 <87> sm=[   0.0247  -0.0393    0.091 ] ss=0.01044
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0194  -0.1883   0.1682 ] ss=0.03862
    ...........Leaf n=1 <10> sm=[  -0.0053   -0.149   0.0772 ] ss=0.02819
    .........Split cd=2 cv=0.03374 nd=4 sm=[    0.041  -0.4392   0.1488 ] ss=0.08194
    ...........Leaf n=1 <93> sm=[  -0.0127  -0.0542  -0.0186 ] ss=0.003445
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0216  -0.2509  -0.0194 ] ss=0.04331
    ...........Leaf n=1 <80> sm=[   0.0343  -0.1967  -0.0008 ] ss=0.03987
    ........Split cd=0 cv=-0.01625 nd=6 sm=[  -0.0811  -0.6512   0.2624 ] ss=0.1299
    ..........Leaf n=1 <69> sm=[   -0.046  -0.0376   0.0869 ] ss=0.01108
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.1221   -0.212   0.1136 ] ss=0.048
    ..........Leaf n=1 <96> sm=[  -0.0761  -0.1744   0.0267 ] ss=0.03692
    ......Split cd=2 cv=-0.05728 nd=10 sm=[  -0.1758   -0.383   0.2623 ] ss=0.168
    .......Leaf n=1 <52> sm=[  -0.0123   0.0814  -0.0759 ] ss=0.01254
================
open file successfully.
Data Points:
(-0.0011, 1.0174, 1.2169)
(0.0078, 0.8746, 0.1272)
(0.9992, 0.9819, 0.953)
(-0.0788, 0.0497, 1.0475)
(1.2163, 1.0016, 0.8666)
(0.0636, 0.9187, 1.0397)
(-0.1197, 0.1802, -0.1003)
(0.9244, 1.1152, 1.0608)
(0.0425, 1.1683, 0.2855)
(0.9452, 0.8878, -0.0441)
(-0.0053, -0.149, 0.0772)
(1.0988, 1.0827, 0.2231)
(0.0574, -0.046, 0.1825)
(-0.0731, 1.0528, 0.9929)
(0.0221, 0.944, 0.8979)
(0.9736, 0.8855, 0.0672)
(1.1118, 0.8893, 0.0126)
(-0.0863, 0.932, 0.0526)
(0.9409, 0.9097, 1.0413)
(-0.0204, 1.0539, 1.0236)
(0.9833, 1.062, -0.0003)
(-0.0032, 0.93, 0.7991)
(-0.1259, -0.1054, 0.9724)
(0.1611, 1.0919, 0.9523)
(0.9332, 0.8195, 1.1177)
(0.0944, 0.9435, 0.9266)
(1.0624, -0.0005, 0.9927)
(0.9327, 0.9856, 0.998)
(1.0354, 1.1486, 0.0171)
(1.0823, 0.0871, 0.1859)
(0.8652, 0.1668, 0.9918)
(-0.0455, 0.902, -0.1157)
(0.8749, 0.9754, 0.957)
(0.0838, -0.1074, 0.1499)
(0.0923, -0.1104, 1.0683)
(1.0919, 0.0076, 0.9212)
(0.8929, 1.0067, 1.0218)
(0.7993, 0.9369, -0.0236)
(-0.036, 0.8868, 0.1286)
(1.0415, 0.9902, 0.0439)
(1.0585, 0.9429, 0.0423)
(1.0721, 0.1918, 0.9138)
(0.8657, -0.0024, 1.0618)
(1.0094, 0.1334, 0.8518)
(-0.076, -0.0638, 0.9697)
(0.039, 1.0302, -0.054)
(0.015, 0.0078, 0.03)
(1.0481, 1.0844, -0.0607)
(0.8521, 0.995, 0.9687)
(1.057, -0.0113, -0.2393)
(0.8921, -0.0587, 0.0341)
(1.0206, 0.0716, 0.9498)
(-0.0123, 0.0814, -0.0759)
(0.9858, 0.9484, 1.119)
(1.1874, 1.0702, 1.1882)
(-0.0653, -0.0378, 1.1314)
(0.1074, 1.1461, 1.0499)
(0.1429, -0.0738, 0.9509)
(0.983, 0.9965, -0.2042)
(-0.0121, 0.9947, -0.0208)
(-0.1146, 1.0661, 0.0001)
(1.0172, 0.1049, 1.0575)
(0.9417, 1.1481, 1.0104)
(1.0714, 0.0785, 1.0043)
(-0.0621, -0.0634, 0.9423)
(0.9533, 0.006, -0.0006)
(-0.0775, 1.0577, 0.8607)
(-0.0461, -0.0159, 0.1281)
(0.1132, 0.0255, -0.1403)
(-0.046, -0.0376, 0.0869)
(0.9861, 0.9059, 0.7875)
(1.2031, -0.0836, -0.1018)
(-0.0165, 1.1454, -0.0393)
(1.19, 0.2262, 0.0542)
(1.1262, 1.1533, 1.0641)
(1.1865, -0.1045, 0.0996)
(1.0349, 1.0286, 0.9663)
(-0.0613, 1.1141, 0.0424)
(0.0845, 0.0454, 1.0104)
(1.0229, 0.7768, 0.02)
(0.0343, -0.1967, -0.0008)
(-0.0166, 0.2079, 0.0937)
(1.2368, 1.0264, -0.1438)
(1.0303, 0.0561, 1.0708)
(0.9812, 0.0135, 0.9399)
(0.1711, 0.9136, -0.145)
(1.0721, 0.884, -0.0647)
(0.0247, -0.0393, 0.091)
(0.9857, -0.0176, -0.0244)
(0.0431, 0.013, 0.9126)
(-0.0375, 0.059, 0.0078)
(1.0796, 1.2225, -0.2192)
(1.2692, 1.1783, 0.9274)
(-0.0127, -0.0542, -0.0186)
(1.1579, 0.0187, 0.0524)
(-0.024, 0.0577, 0.9123)
(-0.0761, -0.1744, 0.0267)
(-0.0599, 0.12, 0.038)
(-0.1457, -0.1106, 0.9802)

Executing Clustering Algorithm: Swap
    ..........Leaf n=1 <54> sm=[   1.1874   1.0702   1.1882 ] ss=3.96707
    .........Split cd=2 cv= 1.126 nd=2 sm=[    2.314    2.224    2.252 ] ss=7.698
    ..........Leaf n=1 <74> sm=[    1.126    1.153    1.064 ] ss=3.731
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.238    3.339    3.313 ] ss=10.92
    .........Leaf n=1 <7> sm=[   0.9244    1.115    1.061 ] ss=3.223
    .......Split cd=1 cv= 1.045 nd=5 sm=[    5.165    5.197    5.473 ] ss=16.84
    .........Leaf n=1 <53> sm=[   0.9858   0.9484    1.119 ] ss=3.123
    ........Split cd=0 cv=0.9858 nd=2 sm=[    1.927    1.858     2.16 ] ss=5.921
    .........Leaf n=1 <18> sm=[   0.9409   0.9097    1.041 ] ss=2.797
    ......Split cd=2 cv= 1.035 nd=11 sm=[    11.56    11.52     11.2 ] ss=35.93
    .........Leaf n=1 <92> sm=[    1.269    1.178   0.9274 ] ss=3.859
    ........Split cd=0 cv= 1.092 nd=2 sm=[    2.211    2.326    1.938 ] ss=7.085
    .........Leaf n=1 <62> sm=[   0.9417    1.148     1.01 ] ss=3.226
    .......Split cd=1 cv= 1.045 nd=6 sm=[    6.394    6.324    5.722 ] ss=19.09
    .........Leaf n=1 <4> sm=[    1.216    1.002   0.8666 ] ss=3.234
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.183    3.998    3.784 ] ss=12
    ...........Leaf n=1 <76> sm=[    1.035    1.029   0.9663 ] ss=3.063
    ..........Split cd=1 cv=0.9856 nd=2 sm=[    1.968    2.014    1.964 ] ss=5.9
    ...........Leaf n=1 <27> sm=[   0.9327   0.9856    0.998 ] ss=2.837
    .........Split cd=2 cv= 0.953 nd=3 sm=[    2.967    2.996    2.917 ] ss=8.771
    ..........Leaf n=1 <2> sm=[   0.9992   0.9819    0.953 ] ss=2.871
    .....Split cd=0 cv=0.9155 nd=14 sm=[    14.18     14.5    14.14 ] ss=44.07
    .......Leaf n=1 <36> sm=[   0.8929    1.007    1.022 ] ss=2.855
    ......Split cd=2 cv= 1.022 nd=3 sm=[     2.62    2.977    2.947 ] ss=8.142
    ........Leaf n=1 <48> sm=[   0.8521    0.995   0.9687 ] ss=2.654
    .......Split cd=1 cv= 0.995 nd=2 sm=[    1.727     1.97    1.926 ] ss=5.287
    ........Leaf n=1 <32> sm=[   0.8749   0.9754    0.957 ] ss=2.633
    ....Split cd=1 cv=0.8677 nd=15 sm=[    15.11    15.32    15.26 ] ss=46.87
    .....Leaf n=1 <24> sm=[   0.9332   0.8195    1.118 ] ss=2.792
    ...Split cd=2 cv=0.8529 nd=16 sm=[     16.1    16.22    16.05 ] ss=49.28
    ....Leaf n=1 <70> sm=[   0.9861   0.9059   0.7875 ] ss=2.413
    ..Split cd=0 cv=0.5618 nd=26 sm=[    16.37    26.38    25.81 ] ss=69.36
    ......Leaf n=1 <23> sm=[   0.1611    1.092   0.9523 ] ss=2.125
    .....Split cd=0 cv=0.1611 nd=8 sm=[   0.2129    8.307    7.921 ] ss=16.65
    ........Leaf n=1 <56> sm=[   0.1074    1.146     1.05 ] ss=2.427
    .......Split cd=0 cv=0.0077 nd=2 sm=[   0.1063    2.163    2.267 ] ss=4.943
    ........Leaf n=1 <0> sm=[  -0.0011    1.017    1.217 ] ss=2.516
    ......Split cd=2 cv= 1.035 nd=7 sm=[   0.0518    7.215    6.969 ] ss=14.52
    .........Leaf n=1 <14> sm=[   0.0221    0.944   0.8979 ] ss=1.698
    ........Split cd=1 cv= 0.944 nd=2 sm=[   0.1165    1.887    1.825 ] ss=3.456
    .........Leaf n=1 <25> sm=[   0.0944   0.9435   0.9266 ] ss=1.758
    .......Split cd=0 cv=0.0077 nd=5 sm=[  -0.0545    5.052    4.702 ] ss=9.58
    .........Leaf n=1 <66> sm=[  -0.0775    1.058   0.8607 ] ss=1.866
    ........Split cd=1 cv= 1.058 nd=3 sm=[   -0.171    3.164    2.877 ] ss=6.124
    ..........Leaf n=1 <19> sm=[  -0.0204    1.054    1.024 ] ss=2.159
    .........Split cd=2 cv=0.9929 nd=2 sm=[  -0.0935    2.107    2.017 ] ss=4.258
    ..........Leaf n=1 <13> sm=[  -0.0731    1.053   0.9929 ] ss=2.1
    ....Split cd=1 cv=0.9187 nd=9 sm=[   0.2765    9.226    8.961 ] ss=18.58
    .....Leaf n=1 <5> sm=[   0.0636   0.9187     1.04 ] ss=1.929
    ...Split cd=2 cv=0.8529 nd=10 sm=[   0.2733    10.16     9.76 ] ss=20.08
    ....Leaf n=1 <21> sm=[  -0.0032     0.93   0.7991 ] ss=1.503
    .Split cd=1 cv=0.5129 nd=48 sm=[    27.24     26.8    47.46 ] ss=102.3
    ......Leaf n=1 <41> sm=[    1.072   0.1918   0.9138 ] ss=2.021
    .....Split cd=0 cv=0.9155 nd=2 sm=[    1.937   0.3586    1.906 ] ss=3.781
    ......Leaf n=1 <30> sm=[   0.8652   0.1668   0.9918 ] ss=1.76
    ....Split cd=1 cv=0.1581 nd=10 sm=[    10.08   0.6879    9.904 ] ss=20.15
    ........Leaf n=1 <61> sm=[    1.017   0.1049    1.058 ] ss=2.164
    .......Split cd=1 cv=0.0561 nd=2 sm=[    2.048    0.161    2.128 ] ss=4.375
    ........Leaf n=1 <83> sm=[     1.03   0.0561    1.071 ] ss=2.211
    ......Split cd=2 cv= 1.035 nd=7 sm=[    7.275   0.3317    6.936 ] ss=14.49
    .........Leaf n=1 <35> sm=[    1.092   0.0076   0.9212 ] ss=2.041
    ........Split cd=0 cv= 1.092 nd=4 sm=[    4.165   0.1712    3.815 ] ss=7.999
    ...........Leaf n=1 <63> sm=[    1.071   0.0785    1.004 ] ss=2.163
    ..........Split cd=0 cv= 1.021 nd=2 sm=[    2.092   0.1501    1.954 ] ss=4.112
    ...........Leaf n=1 <51> sm=[    1.021   0.0716   0.9498 ] ss=1.949
    .........Split cd=2 cv=0.9439 nd=3 sm=[    3.073   0.1636    2.894 ] ss=5.958
    ..........Leaf n=1 <84> sm=[   0.9812   0.0135   0.9399 ] ss=1.846
    .......Split cd=1 cv=-0.0005 nd=5 sm=[    5.228   0.1707    4.808 ] ss=10.11
    ........Leaf n=1 <26> sm=[    1.062  -0.0005   0.9927 ] ss=2.114
    .....Split cd=0 cv=0.9155 nd=8 sm=[    8.141   0.3293    7.998 ] ss=16.37
    ......Leaf n=1 <42> sm=[   0.8657  -0.0024    1.062 ] ss=1.877
    ...Split cd=2 cv=0.8529 nd=11 sm=[    11.09   0.8213    10.76 ] ss=21.91
    ....Leaf n=1 <43> sm=[    1.009   0.1334   0.8518 ] ss=1.762
    ..Split cd=0 cv=0.5618 nd=22 sm=[    10.87   0.4219    21.65 ] ss=32.91
    .....Leaf n=1 <3> sm=[  -0.0788   0.0497    1.048 ] ss=1.106
    ....Split cd=1 cv=0.0497 nd=10 sm=[   -0.191  -0.4571    9.986 ] ss=10.16
    ......Leaf n=1 <57> sm=[   0.1429  -0.0738   0.9509 ] ss=0.9301
    .....Split cd=0 cv=0.1429 nd=9 sm=[  -0.1122  -0.5068    8.938 ] ss=9.056
    ........Leaf n=1 <34> sm=[   0.0923  -0.1104    1.068 ] ss=1.162
    .......Split cd=0 cv=-0.0014 nd=2 sm=[    0.027  -0.1482      2.2 ] ss=2.448
    ........Leaf n=1 <55> sm=[  -0.0653  -0.0378    1.131 ] ss=1.286
    ......Split cd=2 cv= 1.065 nd=8 sm=[  -0.2551   -0.433    7.987 ] ss=8.125
    .........Leaf n=1 <78> sm=[   0.0845   0.0454     1.01 ] ss=1.03
    ........Split cd=1 cv= 0.013 nd=2 sm=[   0.1276   0.0584    1.923 ] ss=1.865
    .........Leaf n=1 <89> sm=[   0.0431    0.013   0.9126 ] ss=0.8349
    .......Split cd=0 cv=-0.0014 nd=6 sm=[  -0.2821  -0.2848    5.788 ] ss=5.678
    ..........Leaf n=1 <44> sm=[   -0.076  -0.0638   0.9697 ] ss=0.9502
    .........Split cd=2 cv=0.9697 nd=2 sm=[  -0.1381  -0.1272    1.912 ] ss=1.846
    ..........Leaf n=1 <64> sm=[  -0.0621  -0.0634   0.9423 ] ss=0.8958
    ........Split cd=1 cv=-0.0735 nd=4 sm=[  -0.4097  -0.3432    3.865 ] ss=3.813
    ..........Leaf n=1 <98> sm=[  -0.1457  -0.1106   0.9802 ] ss=0.9943
    .........Split cd=2 cv=0.9802 nd=2 sm=[  -0.2716   -0.216    1.953 ] ss=1.967
    ..........Leaf n=1 <22> sm=[  -0.1259  -0.1054   0.9724 ] ss=0.9725
    ...Split cd=2 cv=0.9123 nd=11 sm=[   -0.215  -0.3994     10.9 ] ss=11
    ....Leaf n=1 <95> sm=[   -0.024   0.0577   0.9123 ] ss=0.8362
    Split cd=2 cv=0.4888 nd=99 sm=[    52.23    52.57    48.02 ] ss=156
    ....Leaf n=1 <11> sm=[    1.099    1.083   0.2231 ] ss=2.429
    ...Split cd=2 cv=0.1247 nd=15 sm=[    15.49    14.82  -0.3344 ] ss=31.13
    .........Leaf n=1 <28> sm=[    1.035    1.149   0.0171 ] ss=2.392
    ........Split cd=0 cv= 1.035 nd=2 sm=[    2.019    2.211   0.0168 ] ss=4.486
    .........Leaf n=1 <20> sm=[   0.9833    1.062  -0.0003 ] ss=2.095
    .......Split cd=1 cv= 1.045 nd=7 sm=[    7.149    6.806   0.1387 ] ss=14.01
    .........Leaf n=1 <16> sm=[    1.112   0.8893   0.0126 ] ss=2.027
    ........Split cd=0 cv= 1.092 nd=5 sm=[    5.131    4.596   0.1219 ] ss=9.526
    ...........Leaf n=1 <39> sm=[    1.042   0.9902   0.0439 ] ss=2.067
    ..........Split cd=1 cv=0.9564 nd=3 sm=[    3.074    2.819   0.1534 ] ss=5.815
    ............Leaf n=1 <40> sm=[    1.058   0.9429   0.0423 ] ss=2.011
    ...........Split cd=0 cv= 1.004 nd=2 sm=[    2.032    1.828   0.1095 ] ss=3.748
    ............Leaf n=1 <15> sm=[   0.9736   0.8855   0.0672 ] ss=1.737
    .........Split cd=2 cv=0.03374 nd=4 sm=[    4.019    3.706   0.1093 ] ss=7.498
    ..........Leaf n=1 <9> sm=[   0.9452   0.8878  -0.0441 ] ss=1.684
    ......Split cd=2 cv=-0.05728 nd=12 sm=[    12.57    12.02  -0.5539 ] ss=25.54
    .........Leaf n=1 <91> sm=[     1.08    1.222  -0.2192 ] ss=2.708
    ........Split cd=0 cv=  1.08 nd=2 sm=[    2.128    2.307  -0.2799 ] ss=4.986
    .........Leaf n=1 <47> sm=[    1.048    1.084  -0.0607 ] ss=2.278
    .......Split cd=1 cv= 1.045 nd=5 sm=[     5.42    5.214  -0.6926 ] ss=11.53
    .........Leaf n=1 <82> sm=[    1.237    1.026  -0.1438 ] ss=2.604
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.292    2.907  -0.4127 ] ss=6.54
    ..........Leaf n=1 <86> sm=[    1.072    0.884  -0.0647 ] ss=1.935
    .........Split cd=2 cv=-0.1483 nd=2 sm=[    2.055    1.881  -0.2689 ] ss=3.936
    ..........Leaf n=1 <58> sm=[    0.983   0.9965  -0.2042 ] ss=2.001
    .....Split cd=0 cv=0.9155 nd=13 sm=[    13.37    12.96  -0.5775 ] ss=27.06
    ......Leaf n=1 <37> sm=[   0.7993   0.9369  -0.0236 ] ss=1.517
    ....Split cd=1 cv=0.8677 nd=14 sm=[    14.39    13.73  -0.5575 ] ss=28.71
    .....Leaf n=1 <79> sm=[    1.023   0.7768     0.02 ] ss=1.65
    ..Split cd=0 cv=0.5618 nd=26 sm=[    15.38    25.84  -0.0728 ] ss=42.53
    ......Leaf n=1 <8> sm=[   0.0425    1.168   0.2855 ] ss=1.448
    .....Split cd=0 cv=0.0425 nd=2 sm=[   0.0065    2.055   0.4141 ] ss=2.252
    ......Leaf n=1 <38> sm=[   -0.036   0.8868   0.1286 ] ss=0.8042
    ....Split cd=1 cv=0.8746 nd=3 sm=[   0.0143     2.93   0.5413 ] ss=3.034
    .....Leaf n=1 <1> sm=[   0.0078   0.8746   0.1272 ] ss=0.7812
    ...Split cd=2 cv=0.1247 nd=11 sm=[  -0.1119    11.03   0.2616 ] ss=11.39
    ......Leaf n=1 <85> sm=[   0.1711   0.9136   -0.145 ] ss=0.885
    .....Split cd=0 cv=0.1711 nd=7 sm=[  -0.0807    7.196   -0.164 ] ss=7.53
    .........Leaf n=1 <72> sm=[  -0.0165    1.145  -0.0393 ] ss=1.314
    ........Split cd=0 cv=-0.0165 nd=3 sm=[  -0.1924    3.326   0.0032 ] ss=3.71
    ..........Leaf n=1 <77> sm=[  -0.0613    1.114   0.0424 ] ss=1.247
    .........Split cd=2 cv=0.03538 nd=2 sm=[  -0.1759     2.18   0.0425 ] ss=2.396
    ..........Leaf n=1 <60> sm=[  -0.1146    1.066   0.0001 ] ss=1.15
    .......Split cd=1 cv= 1.062 nd=5 sm=[  -0.2908    5.252    0.035 ] ss=5.579
    .........Leaf n=1 <59> sm=[  -0.0121   0.9947  -0.0208 ] ss=0.99
    ........Split cd=0 cv=-0.0121 nd=2 sm=[  -0.0984    1.927   0.0318 ] ss=1.869
    .........Leaf n=1 <17> sm=[  -0.0863    0.932   0.0526 ] ss=0.8788
    ......Split cd=2 cv=-0.054 nd=6 sm=[  -0.2518    6.282   -0.019 ] ss=6.645
    .......Leaf n=1 <45> sm=[    0.039     1.03   -0.054 ] ss=1.066
    ....Split cd=1 cv= 0.902 nd=8 sm=[  -0.1262    8.098  -0.2797 ] ss=8.359
    .....Leaf n=1 <31> sm=[  -0.0455    0.902  -0.1157 ] ss=0.8291
    .Split cd=1 cv=0.5129 nd=51 sm=[    24.98    25.77   0.5632 ] ss=53.71
    ....Leaf n=1 <29> sm=[    1.082   0.0871   0.1859 ] ss=1.214
    ...Split cd=2 cv=0.1247 nd=9 sm=[    9.708   0.0623   0.0601 ] ss=10.78
    .....Leaf n=1 <73> sm=[     1.19   0.2262   0.0542 ] ss=1.47
    ....Split cd=1 cv=0.1581 nd=8 sm=[    8.626  -0.0248  -0.1258 ] ss=9.564
    .........Leaf n=1 <94> sm=[    1.158   0.0187   0.0524 ] ss=1.344
    ........Split cd=0 cv= 1.092 nd=3 sm=[    3.097   0.0071   0.0274 ] ss=3.225
    ..........Leaf n=1 <65> sm=[   0.9533    0.006  -0.0006 ] ss=0.9088
    .........Split cd=2 cv=-0.0006 nd=2 sm=[    1.939  -0.0116   -0.025 ] ss=1.881
    ..........Leaf n=1 <88> sm=[   0.9857  -0.0176  -0.0244 ] ss=0.9725
    .......Split cd=1 cv=-0.0193 nd=4 sm=[    4.283  -0.0974    0.127 ] ss=4.654
    ........Leaf n=1 <75> sm=[    1.187  -0.1045   0.0996 ] ss=1.429
    ......Split cd=2 cv=-0.05728 nd=6 sm=[    6.543  -0.1923  -0.2141 ] ss=7.293
    ........Leaf n=1 <49> sm=[    1.057  -0.0113  -0.2393 ] ss=1.175
    .......Split cd=1 cv=-0.0193 nd=2 sm=[     2.26  -0.0949  -0.3411 ] ss=2.639
    ........Leaf n=1 <71> sm=[    1.203  -0.0836  -0.1018 ] ss=1.465
    .....Split cd=0 cv=0.9155 nd=7 sm=[    7.436   -0.251    -0.18 ] ss=8.094
    ......Leaf n=1 <50> sm=[   0.8921  -0.0587   0.0341 ] ss=0.8005
    ..Split cd=0 cv=0.5618 nd=25 sm=[    9.604  -0.0764    0.636 ] ss=11.19
    .....Leaf n=1 <67> sm=[  -0.0461  -0.0159   0.1281 ] ss=0.01879
    ....Split cd=1 cv=-0.0159 nd=3 sm=[   0.0951  -0.1693   0.4605 ] ss=0.09853
    ......Leaf n=1 <33> sm=[   0.0838  -0.1074   0.1499 ] ss=0.04103
    .....Split cd=0 cv=0.0838 nd=2 sm=[   0.1412  -0.1534   0.3324 ] ss=0.07974
    ......Leaf n=1 <12> sm=[   0.0574   -0.046   0.1825 ] ss=0.03872
    ...Split cd=2 cv=0.1247 nd=16 sm=[  -0.1038  -0.1387   0.5759 ] ss=0.4089
    ......Leaf n=1 <81> sm=[  -0.0166   0.2079   0.0937 ] ss=0.05228
    .....Split cd=0 cv=-0.0166 nd=2 sm=[  -0.1363   0.3881  -0.0066 ] ss=0.1091
    ......Leaf n=1 <6> sm=[  -0.1197   0.1802  -0.1003 ] ss=0.05686
    ....Split cd=1 cv=0.1581 nd=13 sm=[  -0.1989   0.0306   0.1154 ] ss=0.3103
    ......Leaf n=1 <68> sm=[   0.1132   0.0255  -0.1403 ] ss=0.03315
    .....Split cd=0 cv=0.1132 nd=11 sm=[  -0.0626  -0.3575    0.122 ] ss=0.2012
    .........Leaf n=1 <46> sm=[    0.015   0.0078     0.03 ] ss=0.001186
    ........Split cd=0 cv=-0.01625 nd=3 sm=[  -0.0824   0.1868   0.0758 ] ss=0.02557
    ..........Leaf n=1 <97> sm=[  -0.0599     0.12    0.038 ] ss=0.01943
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.0974    0.179   0.0458 ] ss=0.02438
    ..........Leaf n=1 <90> sm=[  -0.0375    0.059   0.0078 ] ss=0.004948
    .......Split cd=1 cv=-0.0193 nd=9 sm=[  -0.1635  -0.4644   0.3382 ] ss=0.1555
    ...........Leaf n=1 <87> sm=[   0.0247  -0.0393    0.091 ] ss=0.01044
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0194  -0.1883   0.1682 ] ss=0.03862
    ...........Leaf n=1 <10> sm=[  -0.0053   -0.149   0.0772 ] ss=0.02819
    .........Split cd=2 cv=0.03374 nd=4 sm=[    0.041  -0.4392   0.1488 ] ss=0.08194
    ...........Leaf n=1 <93> sm=[  -0.0127  -0.0542  -0.0186 ] ss=0.003445
    ..........Split cd=1 cv=-0.108 nd=2 sm=[   0.0216  -0.2509  -0.0194 ] ss=0.04331
    ...........Leaf n=1 <80> sm=[   0.0343  -0.1967  -0.0008 ] ss=0.03987
    ........Split cd=0 cv=-0.01625 nd=6 sm=[  -0.0811  -0.6512   0.2624 ] ss=0.1299
    ..........Leaf n=1 <69> sm=[   -0.046  -0.0376   0.0869 ] ss=0.01108
    .........Split cd=2 cv=0.03374 nd=2 sm=[  -0.1221   -0.212   0.1136 ] ss=0.048
    ..........Leaf n=1 <96> sm=[  -0.0761  -0.1744   0.0267 ] ss=0.03692
    ......Split cd=2 cv=-0.05728 nd=10 sm=[  -0.1758   -0.383   0.2623 ] ss=0.168
    .......Leaf n=1 <52> sm=[  -0.0123   0.0814  -0.0759 ] ss=0.01254
================
 the cost is  116.93546951170902




 out method
the size of clean data is  (99, 3)
the number of colors is 8
 the size of T is  396
the lp time 4.919365003705025
 the cost is  80.0398646561837
final LP of our method
 the cost is  80.0610790102529





the size of clean data is  (99, 3)
the number of colors is 8
ORL21 method
 the cost is  126.4578557099999



NIPS 19:
the size of clean data is  (99, 3)
the number of colors is 8
baseline cost
 the cost is  126.06889382107305




 out method
the size of clean data is  (99, 3)
the number of colors is 8
 the size of T is  396
the lp time 4.87907690461725
 the cost is  76.70911157043646
final LP of our method
 the cost is  76.70911157043645





the size of clean data is  (99, 3)
the number of colors is 8
ORL21 method
 the cost is  121.00362758000004



NIPS 19:
the size of clean data is  (99, 3)
the number of colors is 8
baseline cost
 the cost is  125.69378813881494




 out method
the size of clean data is  (99, 3)
the number of colors is 8
 the size of T is  396
the lp time 4.822877679951489
 the cost is  76.91053630304387
final LP of our method
 the cost is  76.91053630304386





the size of clean data is  (99, 3)
the number of colors is 8
ORL21 method
 the cost is  121.00362758000007



NIPS 19:
the size of clean data is  (99, 3)
the number of colors is 8
baseline cost
 the cost is  121.79805833065758




 out method
the size of clean data is  (99, 3)
the number of colors is 8
 the size of T is  396
the lp time 4.759706158190966
 the cost is  77.11322539209972
final LP of our method
 the cost is  77.11322539209974





the size of clean data is  (99, 3)
the number of colors is 8
ORL21 method
 the cost is  121.0036275800001



