Using config_str = bank
my test [0.0]
delta =  0.0
open file successfully.
Data Points:
(47, 1996, 761)
(59, 2358, 30)
(51, 117, 467)
(27, 113, 39)
(37, 654, 594)
(49, 61, 185)
(39, 839, 825)
(37, 4030, 178)
(38, 0, 206)
(31, 2197, 146)
(41, 0, 107)
(35, 0, 106)
(36, 0, 145)
(38, 21, 634)
(55, 1649, 52)
(26, 294, 87)
(46, 1148, 104)
(26, 265, 650)
(29, 19, 110)
(32, -402, 135)
(45, 1757, 1010)
(39, 0, 108)
(47, 3676, 567)
(46, 273, 910)
(28, 89, 172)
(57, -226, 272)
(49, 198, 205)
(25, 808, 267)
(32, 473, 624)
(36, 649, 237)
(33, 490, 31)
(29, 872, 230)
(53, 427, 360)
(40, 35, 318)
(35, 450, 63)
(34, 322, 10)
(37, 0, 640)
(33, 1465, 98)
(48, 3064, 159)
(37, 414, 293)
(51, 1869, 30)
(30, 0, 127)
(31, 156, 657)
(39, 399, 504)
(42, 257, 955)
(53, 306, 388)
(30, 901, 601)
(48, -471, 668)
(60, 362, 816)
(33, -988, 83)
(31, 132, 148)
(41, 3823, 234)
(41, 108, 83)
(31, 259, 47)
(26, 802, 77)
(57, -331, 531)
(36, -308, 725)
(27, -148, 146)
(30, 946, 1065)
(40, 33, 70)
(50, 100, 157)
(46, 0, 70)
(38, 156, 544)
(28, 1020, 251)
(44, 2734, 897)
(41, 171, 71)
(34, 3990, 633)
(54, 384, 30)
(52, 428, 153)
(36, 1313, 8)
(31, 1987, 55)
(40, 109, 402)
(28, 416, 452)
(34, 943, 96)
(31, -162, 380)
(30, 2581, 221)
(52, 1317, 58)
(51, 3726, 119)
(42, -189, 247)
(33, 1925, 76)
(53, 22370, 106)
(34, 340, 633)
(37, 11303, 500)
(34, 1671, 160)
(33, 599, 29)
(38, 0, 260)
(56, 856, 70)
(34, 1657, 566)
(31, 660, 115)
(34, 876, 145)
(37, 3561, 98)
(36, 179, 411)
(30, 19358, 258)
(28, 1532, 253)
(53, 1278, 174)
(45, 13117, 42)
(50, 253, 475)
(31, 747, 543)
(28, 882, 94)
(25, 468, 147)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <80> sm=[       53    22370      106 ] ss=5.00431e+08
    ..Split cd=1 cv=1.945e+04 nd=2 sm=[       83 4.173e+04      364 ] ss=8.752e+08
    ...Leaf n=1 <92> sm=[       30 1.936e+04      258 ] ss=3.748e+08
    .Split cd=1 cv=1.653e+04 nd=4 sm=[      165 6.615e+04      906 ] ss=1.175e+09
    ...Leaf n=1 <95> sm=[       45 1.312e+04       42 ] ss=1.721e+08
    ..Split cd=1 cv=1.312e+04 nd=2 sm=[       82 2.442e+04      542 ] ss=3.001e+08
    ...Leaf n=1 <82> sm=[       37 1.13e+04      500 ] ss=1.28e+08
    Split cd=1 cv=1.069e+04 nd=100 sm=[     3881 1.434e+05 3.009e+04 ] ss=1.365e+09
    ..Leaf n=1 <7> sm=[       37     4030      178 ] ss=1.627e+07
    .Split cd=1 cv=  4030 nd=96 sm=[     3716 7.721e+04 2.918e+04 ] ss=1.897e+08
    .......Leaf n=1 <66> sm=[       34     3990      633 ] ss=1.632e+07
    ......Split cd=1 cv=  3716 nd=2 sm=[       81     7666     1200 ] ss=3.016e+07
    .......Leaf n=1 <22> sm=[       47     3676      567 ] ss=1.384e+07
    .....Split cd=2 cv= 536.5 nd=5 sm=[      210 1.878e+04     1651 ] ss=7.142e+07
    ........Leaf n=1 <51> sm=[       41     3823      234 ] ss=1.467e+07
    .......Split cd=2 cv=   234 nd=2 sm=[       92     7549      353 ] ss=2.857e+07
    ........Leaf n=1 <77> sm=[       51     3726      119 ] ss=1.39e+07
    ......Split cd=1 cv=  3716 nd=3 sm=[      129 1.111e+04      451 ] ss=4.126e+07
    .......Leaf n=1 <90> sm=[       37     3561       98 ] ss=1.269e+07
    ....Split cd=1 cv=  3403 nd=6 sm=[      258 2.184e+04     1810 ] ss=8.084e+07
    .....Leaf n=1 <38> sm=[       48     3064      159 ] ss=9.416e+06
    ...Split cd=1 cv=  2776 nd=19 sm=[      780 4.775e+04     6067 ] ss=1.371e+08
    ......Leaf n=1 <64> sm=[       44     2734      897 ] ss=8.281e+06
    .....Split cd=2 cv= 536.5 nd=4 sm=[      164     9870     1294 ] ss=2.541e+07
    .......Leaf n=1 <75> sm=[       30     2581      221 ] ss=6.711e+06
    ......Split cd=1 cv=  2462 nd=3 sm=[      120     7136      397 ] ss=1.712e+07
    ........Leaf n=1 <9> sm=[       31     2197      146 ] ss=4.849e+06
    .......Split cd=2 cv=   146 nd=2 sm=[       90     4555      176 ] ss=1.041e+07
    ........Leaf n=1 <1> sm=[       59     2358       30 ] ss=5.565e+06
    ....Split cd=1 cv=  2148 nd=13 sm=[      522 2.591e+04     4257 ] ss=5.626e+07
    .......Leaf n=1 <0> sm=[       47     1996      761 ] ss=4.565e+06
    ......Split cd=1 cv=  1835 nd=3 sm=[      126     5410     2337 ] ss=1.174e+07
    ........Leaf n=1 <20> sm=[       45     1757     1010 ] ss=4.109e+06
    .......Split cd=2 cv= 800.8 nd=2 sm=[       79     3414     1576 ] ss=7.176e+06
    ........Leaf n=1 <87> sm=[       34     1657      566 ] ss=3.067e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      358 1.604e+04     2963 ] ss=3.086e+07
    ........Leaf n=1 <79> sm=[       33     1925       76 ] ss=3.712e+06
    .......Split cd=2 cv=    76 nd=3 sm=[      115     5781      161 ] ss=1.116e+07
    .........Leaf n=1 <70> sm=[       31     1987       55 ] ss=3.952e+06
    ........Split cd=1 cv=  1987 nd=2 sm=[       82     3856       85 ] ss=7.449e+06
    .........Leaf n=1 <40> sm=[       51     1869       30 ] ss=3.497e+06
    ......Split cd=1 cv=  1835 nd=6 sm=[      232 1.063e+04      626 ] ss=1.912e+07
    ........Leaf n=1 <93> sm=[       28     1532      253 ] ss=2.412e+06
    .......Split cd=2 cv=   253 nd=3 sm=[      117     4852      465 ] ss=7.956e+06
    .........Leaf n=1 <83> sm=[       34     1671      160 ] ss=2.819e+06
    ........Split cd=1 cv=  1671 nd=2 sm=[       89     3320      212 ] ss=5.544e+06
    .........Leaf n=1 <14> sm=[       55     1649       52 ] ss=2.725e+06
    ..Split cd=1 cv=  1521 nd=95 sm=[     3679 7.318e+04  2.9e+04 ] ss=1.734e+08
    .......Leaf n=1 <58> sm=[       30      946     1065 ] ss=2.03e+06
    ......Split cd=1 cv=   946 nd=2 sm=[       60     1847     1666 ] ss=3.204e+06
    .......Leaf n=1 <46> sm=[       30      901      601 ] ss=1.174e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      342 1.033e+04     2455 ] ss=1.383e+07
    ........Leaf n=1 <94> sm=[       53     1278      174 ] ss=1.666e+06
    .......Split cd=2 cv=   174 nd=4 sm=[      174     5373      338 ] ss=7.289e+06
    .........Leaf n=1 <37> sm=[       33     1465       98 ] ss=2.157e+06
    ........Split cd=1 cv=  1364 nd=3 sm=[      121     4095      164 ] ss=5.623e+06
    ..........Leaf n=1 <76> sm=[       52     1317       58 ] ss=1.741e+06
    .........Split cd=2 cv=    58 nd=2 sm=[       88     2630       66 ] ss=3.466e+06
    ..........Leaf n=1 <69> sm=[       36     1313        8 ] ss=1.725e+06
    ......Split cd=1 cv=  1207 nd=7 sm=[      282     8484      789 ] ss=1.062e+07
    ........Leaf n=1 <63> sm=[       28     1020      251 ] ss=1.104e+06
    .......Split cd=2 cv=   251 nd=3 sm=[      108     3111      451 ] ss=3.335e+06
    .........Leaf n=1 <16> sm=[       46     1148      104 ] ss=1.331e+06
    ........Split cd=1 cv=  1051 nd=2 sm=[       80     2091      200 ] ss=2.23e+06
    .........Leaf n=1 <73> sm=[       34      943       96 ] ss=8.996e+05
    ....Split cd=1 cv= 893.8 nd=37 sm=[     1388 2.582e+04 1.118e+04 ] ss=2.835e+07
    ........Leaf n=1 <6> sm=[       39      839      825 ] ss=1.386e+06
    .......Split cd=2 cv= 800.8 nd=3 sm=[      107     2240     1962 ] ss=3.022e+06
    .........Leaf n=1 <97> sm=[       31      747      543 ] ss=8.538e+05
    ........Split cd=1 cv= 736.9 nd=2 sm=[       68     1401     1137 ] ss=1.636e+06
    .........Leaf n=1 <4> sm=[       37      654      594 ] ss=7.819e+05
    ......Split cd=1 cv= 580.1 nd=7 sm=[      279     3688     4945 ] ss=5.859e+06
    .........Leaf n=1 <48> sm=[       60      362      816 ] ss=8.005e+05
    ........Split cd=1 cv=   362 nd=2 sm=[      106      635     1726 ] ss=1.705e+06
    .........Leaf n=1 <23> sm=[       46      273      910 ] ss=9.047e+05
    .......Split cd=2 cv= 800.8 nd=4 sm=[      172     1448     2983 ] ss=2.837e+06
    .........Leaf n=1 <28> sm=[       32      473      624 ] ss=6.141e+05
    ........Split cd=1 cv= 423.3 nd=2 sm=[       66      813     1257 ] ss=1.132e+06
    .........Leaf n=1 <81> sm=[       34      340      633 ] ss=5.174e+05
    .....Split cd=2 cv= 536.5 nd=28 sm=[     1046 1.549e+04     8727 ] ss=1.452e+07
    ........Leaf n=1 <27> sm=[       25      808      267 ] ss=7.248e+05
    .......Split cd=2 cv=   267 nd=9 sm=[      298     7004     1264 ] ss=5.796e+06
    ...........Leaf n=1 <89> sm=[       34      876      145 ] ss=7.896e+05
    ..........Split cd=1 cv=   872 nd=2 sm=[       63     1748      375 ] ss=1.604e+06
    ...........Leaf n=1 <31> sm=[       29      872      230 ] ss=8.141e+05
    .........Split cd=2 cv= 137.5 nd=5 sm=[      173     4288      616 ] ss=3.782e+06
    ............Leaf n=1 <98> sm=[       28      882       94 ] ss=7.875e+05
    ...........Split cd=2 cv= 72.75 nd=2 sm=[       84     1738      164 ] ss=1.528e+06
    ............Leaf n=1 <86> sm=[       56      856       70 ] ss=7.408e+05
    ..........Split cd=1 cv= 815.3 nd=3 sm=[      110     2540      241 ] ss=2.178e+06
    ...........Leaf n=1 <54> sm=[       26      802       77 ] ss=6.498e+05
    ........Split cd=1 cv= 736.9 nd=8 sm=[      273     6196      997 ] ss=5.071e+06
    ..........Leaf n=1 <29> sm=[       36      649      237 ] ss=4.787e+05
    .........Split cd=2 cv= 137.5 nd=3 sm=[      100     1908      381 ] ss=1.289e+06
    ...........Leaf n=1 <88> sm=[       31      660      115 ] ss=4.498e+05
    ..........Split cd=1 cv= 658.5 nd=2 sm=[       64     1259      144 ] ss=8.105e+05
    ...........Leaf n=1 <84> sm=[       33      599       29 ] ss=3.607e+05
    ......Split cd=1 cv= 580.1 nd=21 sm=[      767 1.18e+04     3782 ] ss=8.66e+06
    .........Leaf n=1 <32> sm=[       53      427      360 ] ss=3.147e+05
    ........Split cd=1 cv= 423.3 nd=5 sm=[      210     1962     1997 ] ss=1.613e+06
    ...........Leaf n=1 <72> sm=[       28      416      452 ] ss=3.781e+05
    ..........Split cd=1 cv=   399 nd=2 sm=[       67      815      956 ] ss=7.929e+05
    ...........Leaf n=1 <43> sm=[       39      399      504 ] ss=4.147e+05
    .........Split cd=2 cv= 404.4 nd=4 sm=[      157     1535     1637 ] ss=1.298e+06
    ...........Leaf n=1 <39> sm=[       37      414      293 ] ss=2.586e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       90      720      681 ] ss=5.056e+05
    ...........Leaf n=1 <45> sm=[       53      306      388 ] ss=2.47e+05
    .......Split cd=2 cv= 272.2 nd=12 sm=[      469     4798     2518 ] ss=2.865e+06
    ...........Leaf n=1 <99> sm=[       25      468      147 ] ss=2.413e+05
    ..........Split cd=1 cv=   468 nd=2 sm=[       77      896      300 ] ss=4.506e+05
    ...........Leaf n=1 <68> sm=[       52      428      153 ] ss=2.093e+05
    .........Split cd=2 cv= 140.1 nd=4 sm=[      145     1836      394 ] ss=9.004e+05
    ...........Leaf n=1 <30> sm=[       33      490       31 ] ss=2.422e+05
    ..........Split cd=1 cv=   490 nd=2 sm=[       68      940       94 ] ss=4.498e+05
    ...........Leaf n=1 <34> sm=[       35      450       63 ] ss=2.077e+05
    ........Split cd=1 cv= 423.3 nd=7 sm=[      259     2836      521 ] ss=1.251e+06
    ..........Leaf n=1 <15> sm=[       26      294       87 ] ss=9.468e+04
    .........Split cd=2 cv=    87 nd=3 sm=[      114     1000      127 ] ss=3.509e+05
    ...........Leaf n=1 <67> sm=[       54      384       30 ] ss=1.513e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       88      706       40 ] ss=2.562e+05
    ...........Leaf n=1 <35> sm=[       34      322       10 ] ss=1.049e+05
    ...Split cd=1 cv= 266.5 nd=76 sm=[     2899 2.543e+04 2.294e+04 ] ss=3.632e+07
    ........Leaf n=1 <44> sm=[       42      257      955 ] ss=9.798e+05
    .......Split cd=2 cv= 800.8 nd=6 sm=[      212      855     4080 ] ss=3.067e+06
    ..........Leaf n=1 <42> sm=[       31      156      657 ] ss=4.569e+05
    .........Split cd=2 cv=   657 nd=3 sm=[       95      577     1851 ] ss=1.272e+06
    ...........Leaf n=1 <17> sm=[       26      265      650 ] ss=4.934e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       64      421     1194 ] ss=8.151e+05
    ...........Leaf n=1 <62> sm=[       38      156      544 ] ss=3.217e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      170      598     3125 ] ss=2.087e+06
    ..........Leaf n=1 <36> sm=[       37        0      640 ] ss=4.11e+05
    .........Split cd=2 cv=   640 nd=2 sm=[       75       21     1274 ] ss=8.148e+05
    ..........Leaf n=1 <13> sm=[       38       21      634 ] ss=4.038e+05
    ......Split cd=1 cv=-47.12 nd=7 sm=[      248      547     4805 ] ss=3.688e+06
    .......Leaf n=1 <56> sm=[       36     -308      725 ] ss=6.218e+05
    .....Split cd=2 cv= 536.5 nd=36 sm=[     1398     1467 1.087e+04 ] ss=6.134e+06
    ...........Leaf n=1 <96> sm=[       50      253      475 ] ss=2.921e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[      101      370      942 ] ss=5.265e+05
    ...........Leaf n=1 <2> sm=[       51      117      467 ] ss=2.344e+05
    .........Split cd=2 cv=   411 nd=3 sm=[      137      549     1353 ] ss=7.288e+05
    ..........Leaf n=1 <91> sm=[       36      179      411 ] ss=2.023e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      217      693     2073 ] ss=1.008e+06
    ..........Leaf n=1 <71> sm=[       40      109      402 ] ss=1.751e+05
    .........Split cd=2 cv=   402 nd=2 sm=[       80      144      720 ] ss=2.79e+05
    ..........Leaf n=1 <33> sm=[       40       35      318 ] ss=1.039e+05
    .......Split cd=2 cv= 272.2 nd=24 sm=[      936     1976     4489 ] ss=1.608e+06
    ...........Leaf n=1 <26> sm=[       49      198      205 ] ss=8.363e+04
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       80      330      353 ] ss=1.239e+05
    ...........Leaf n=1 <50> sm=[       31      132      148 ] ss=4.029e+04
    .........Split cd=2 cv= 140.1 nd=5 sm=[      179      873      510 ] ss=2.452e+05
    ...........Leaf n=1 <53> sm=[       31      259       47 ] ss=7.025e+04
    ..........Split cd=1 cv= 188.1 nd=3 sm=[       99      543      157 ] ss=1.212e+05
    ............Leaf n=1 <65> sm=[       41      171       71 ] ss=3.596e+04
    ...........Split cd=2 cv=    71 nd=2 sm=[       68      284      110 ] ss=5.098e+04
    ............Leaf n=1 <3> sm=[       27      113       39 ] ss=1.502e+04
    ........Split cd=1 cv= 109.7 nd=19 sm=[      719     1283     2416 ] ss=6.001e+05
    ............Leaf n=1 <5> sm=[       49       61      185 ] ss=4.035e+04
    ...........Split cd=2 cv=   185 nd=3 sm=[      127      250      514 ] ss=1.158e+05
    .............Leaf n=1 <60> sm=[       50      100      157 ] ss=3.715e+04
    ............Split cd=1 cv=    89 nd=2 sm=[       78      189      329 ] ss=7.544e+04
    .............Leaf n=1 <24> sm=[       28       89      172 ] ss=3.829e+04
    ..........Split cd=1 cv= 31.28 nd=6 sm=[      239      250     1125 ] ss=2.51e+05
    ............Leaf n=1 <85> sm=[       38        0      260 ] ss=6.904e+04
    ...........Split cd=2 cv= 206.2 nd=3 sm=[      112        0      611 ] ss=1.352e+05
    .............Leaf n=1 <12> sm=[       36        0      145 ] ss=2.232e+04
    ............Split cd=1 cv=     0 nd=2 sm=[       74        0      351 ] ss=6.62e+04
    .............Leaf n=1 <8> sm=[       38        0      206 ] ss=4.388e+04
    .........Split cd=2 cv= 140.1 nd=14 sm=[      540      410     1906 ] ss=3.55e+05
    ............Leaf n=1 <52> sm=[       41      108       83 ] ss=2.023e+04
    ...........Split cd=2 cv= 74.06 nd=2 sm=[       81      141      153 ] ss=2.782e+04
    ............Leaf n=1 <59> sm=[       40       33       70 ] ss=7589
    ..........Split cd=1 cv= 31.28 nd=8 sm=[      301      160      781 ] ss=1.039e+05
    ...............Leaf n=1 <41> sm=[       30        0      127 ] ss=1.703e+04
    ..............Split cd=0 cv=    30 nd=2 sm=[       59       19      237 ] ss=3.033e+04
    ...............Leaf n=1 <18> sm=[       29       19      110 ] ss=1.33e+04
    .............Split cd=2 cv= 107.1 nd=4 sm=[      135       19      450 ] ss=5.592e+04
    ...............Leaf n=1 <10> sm=[       41        0      107 ] ss=1.313e+04
    ..............Split cd=0 cv=    41 nd=2 sm=[       76        0      213 ] ss=2.559e+04
    ...............Leaf n=1 <11> sm=[       35        0      106 ] ss=1.246e+04
    ............Split cd=1 cv=     0 nd=5 sm=[      174       19      558 ] ss=6.911e+04
    .............Leaf n=1 <21> sm=[       39        0      108 ] ss=1.318e+04
    ...........Split cd=2 cv= 74.06 nd=6 sm=[      220       19      628 ] ss=7.612e+04
    ............Leaf n=1 <61> sm=[       46        0       70 ] ss=7016
    ......Split cd=1 cv=-47.12 nd=29 sm=[     1150      920     6065 ] ss=2.445e+06
    .........Leaf n=1 <74> sm=[       31     -162      380 ] ss=1.716e+05
    ........Split cd=1 cv=-203.9 nd=2 sm=[       88     -493      911 ] ss=5.664e+05
    .........Leaf n=1 <55> sm=[       57     -331      531 ] ss=3.948e+05
    .......Split cd=2 cv= 272.2 nd=5 sm=[      214    -1056     1576 ] ss=8.371e+05
    ..........Leaf n=1 <78> sm=[       42     -189      247 ] ss=9.849e+04
    .........Split cd=2 cv=   146 nd=2 sm=[       69     -337      393 ] ss=1.424e+05
    ..........Leaf n=1 <57> sm=[       27     -148      146 ] ss=4.395e+04
    ........Split cd=1 cv=-203.9 nd=3 sm=[      126     -563      665 ] ss=2.708e+05
    .........Leaf n=1 <25> sm=[       57     -226      272 ] ss=1.283e+05
    ....Split cd=1 cv=-360.8 nd=39 sm=[     1511     -394 1.176e+04 ] ss=7.969e+06
    ......Leaf n=1 <47> sm=[       48     -471      668 ] ss=6.704e+05
    .....Split cd=2 cv= 536.5 nd=3 sm=[      113    -1861      886 ] ss=1.835e+06
    .......Leaf n=1 <19> sm=[       32     -402      135 ] ss=1.809e+05
    ......Split cd=1 cv=-674.4 nd=2 sm=[       65    -1390      218 ] ss=1.165e+06
    .......Leaf n=1 <49> sm=[       33     -988       83 ] ss=9.841e+05
================
times =  1




 out method
the size of clean data is  (1000, 3)
the number of colors is 5
 the size of T is  398
Set parameter WLSAccessID
Set parameter WLSSecret
Set parameter LicenseID to value 2512068
Academic license 2512068 - for non-commercial use only - registered to sh___@mail.ustc.edu.cn
open file successfully.
Data Points:
(47, 1996, 761)
(59, 2358, 30)
(51, 117, 467)
(27, 113, 39)
(37, 654, 594)
(49, 61, 185)
(39, 839, 825)
(37, 4030, 178)
(38, 0, 206)
(31, 2197, 146)
(41, 0, 107)
(35, 0, 106)
(36, 0, 145)
(38, 21, 634)
(55, 1649, 52)
(26, 294, 87)
(46, 1148, 104)
(26, 265, 650)
(29, 19, 110)
(32, -402, 135)
(45, 1757, 1010)
(39, 0, 108)
(47, 3676, 567)
(46, 273, 910)
(28, 89, 172)
(57, -226, 272)
(49, 198, 205)
(25, 808, 267)
(32, 473, 624)
(36, 649, 237)
(33, 490, 31)
(29, 872, 230)
(53, 427, 360)
(40, 35, 318)
(35, 450, 63)
(34, 322, 10)
(37, 0, 640)
(33, 1465, 98)
(48, 3064, 159)
(37, 414, 293)
(51, 1869, 30)
(30, 0, 127)
(31, 156, 657)
(39, 399, 504)
(42, 257, 955)
(53, 306, 388)
(30, 901, 601)
(48, -471, 668)
(60, 362, 816)
(33, -988, 83)
(31, 132, 148)
(41, 3823, 234)
(41, 108, 83)
(31, 259, 47)
(26, 802, 77)
(57, -331, 531)
(36, -308, 725)
(27, -148, 146)
(30, 946, 1065)
(40, 33, 70)
(50, 100, 157)
(46, 0, 70)
(38, 156, 544)
(28, 1020, 251)
(44, 2734, 897)
(41, 171, 71)
(34, 3990, 633)
(54, 384, 30)
(52, 428, 153)
(36, 1313, 8)
(31, 1987, 55)
(40, 109, 402)
(28, 416, 452)
(34, 943, 96)
(31, -162, 380)
(30, 2581, 221)
(52, 1317, 58)
(51, 3726, 119)
(42, -189, 247)
(33, 1925, 76)
(53, 22370, 106)
(34, 340, 633)
(37, 11303, 500)
(34, 1671, 160)
(33, 599, 29)
(38, 0, 260)
(56, 856, 70)
(34, 1657, 566)
(31, 660, 115)
(34, 876, 145)
(37, 3561, 98)
(36, 179, 411)
(30, 19358, 258)
(28, 1532, 253)
(53, 1278, 174)
(45, 13117, 42)
(50, 253, 475)
(31, 747, 543)
(28, 882, 94)
(25, 468, 147)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <80> sm=[       53    22370      106 ] ss=5.00431e+08
    ..Split cd=1 cv=1.945e+04 nd=2 sm=[       83 4.173e+04      364 ] ss=8.752e+08
    ...Leaf n=1 <92> sm=[       30 1.936e+04      258 ] ss=3.748e+08
    .Split cd=1 cv=1.653e+04 nd=4 sm=[      165 6.615e+04      906 ] ss=1.175e+09
    ...Leaf n=1 <95> sm=[       45 1.312e+04       42 ] ss=1.721e+08
    ..Split cd=1 cv=1.312e+04 nd=2 sm=[       82 2.442e+04      542 ] ss=3.001e+08
    ...Leaf n=1 <82> sm=[       37 1.13e+04      500 ] ss=1.28e+08
    Split cd=1 cv=1.069e+04 nd=100 sm=[     3881 1.434e+05 3.009e+04 ] ss=1.365e+09
    ..Leaf n=1 <7> sm=[       37     4030      178 ] ss=1.627e+07
    .Split cd=1 cv=  4030 nd=96 sm=[     3716 7.721e+04 2.918e+04 ] ss=1.897e+08
    .......Leaf n=1 <66> sm=[       34     3990      633 ] ss=1.632e+07
    ......Split cd=1 cv=  3716 nd=2 sm=[       81     7666     1200 ] ss=3.016e+07
    .......Leaf n=1 <22> sm=[       47     3676      567 ] ss=1.384e+07
    .....Split cd=2 cv= 536.5 nd=5 sm=[      210 1.878e+04     1651 ] ss=7.142e+07
    ........Leaf n=1 <51> sm=[       41     3823      234 ] ss=1.467e+07
    .......Split cd=2 cv=   234 nd=2 sm=[       92     7549      353 ] ss=2.857e+07
    ........Leaf n=1 <77> sm=[       51     3726      119 ] ss=1.39e+07
    ......Split cd=1 cv=  3716 nd=3 sm=[      129 1.111e+04      451 ] ss=4.126e+07
    .......Leaf n=1 <90> sm=[       37     3561       98 ] ss=1.269e+07
    ....Split cd=1 cv=  3403 nd=6 sm=[      258 2.184e+04     1810 ] ss=8.084e+07
    .....Leaf n=1 <38> sm=[       48     3064      159 ] ss=9.416e+06
    ...Split cd=1 cv=  2776 nd=19 sm=[      780 4.775e+04     6067 ] ss=1.371e+08
    ......Leaf n=1 <64> sm=[       44     2734      897 ] ss=8.281e+06
    .....Split cd=2 cv= 536.5 nd=4 sm=[      164     9870     1294 ] ss=2.541e+07
    .......Leaf n=1 <75> sm=[       30     2581      221 ] ss=6.711e+06
    ......Split cd=1 cv=  2462 nd=3 sm=[      120     7136      397 ] ss=1.712e+07
    ........Leaf n=1 <9> sm=[       31     2197      146 ] ss=4.849e+06
    .......Split cd=2 cv=   146 nd=2 sm=[       90     4555      176 ] ss=1.041e+07
    ........Leaf n=1 <1> sm=[       59     2358       30 ] ss=5.565e+06
    ....Split cd=1 cv=  2148 nd=13 sm=[      522 2.591e+04     4257 ] ss=5.626e+07
    .......Leaf n=1 <0> sm=[       47     1996      761 ] ss=4.565e+06
    ......Split cd=1 cv=  1835 nd=3 sm=[      126     5410     2337 ] ss=1.174e+07
    ........Leaf n=1 <20> sm=[       45     1757     1010 ] ss=4.109e+06
    .......Split cd=2 cv= 800.8 nd=2 sm=[       79     3414     1576 ] ss=7.176e+06
    ........Leaf n=1 <87> sm=[       34     1657      566 ] ss=3.067e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      358 1.604e+04     2963 ] ss=3.086e+07
    ........Leaf n=1 <79> sm=[       33     1925       76 ] ss=3.712e+06
    .......Split cd=2 cv=    76 nd=3 sm=[      115     5781      161 ] ss=1.116e+07
    .........Leaf n=1 <70> sm=[       31     1987       55 ] ss=3.952e+06
    ........Split cd=1 cv=  1987 nd=2 sm=[       82     3856       85 ] ss=7.449e+06
    .........Leaf n=1 <40> sm=[       51     1869       30 ] ss=3.497e+06
    ......Split cd=1 cv=  1835 nd=6 sm=[      232 1.063e+04      626 ] ss=1.912e+07
    ........Leaf n=1 <93> sm=[       28     1532      253 ] ss=2.412e+06
    .......Split cd=2 cv=   253 nd=3 sm=[      117     4852      465 ] ss=7.956e+06
    .........Leaf n=1 <83> sm=[       34     1671      160 ] ss=2.819e+06
    ........Split cd=1 cv=  1671 nd=2 sm=[       89     3320      212 ] ss=5.544e+06
    .........Leaf n=1 <14> sm=[       55     1649       52 ] ss=2.725e+06
    ..Split cd=1 cv=  1521 nd=95 sm=[     3679 7.318e+04  2.9e+04 ] ss=1.734e+08
    .......Leaf n=1 <58> sm=[       30      946     1065 ] ss=2.03e+06
    ......Split cd=1 cv=   946 nd=2 sm=[       60     1847     1666 ] ss=3.204e+06
    .......Leaf n=1 <46> sm=[       30      901      601 ] ss=1.174e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      342 1.033e+04     2455 ] ss=1.383e+07
    ........Leaf n=1 <94> sm=[       53     1278      174 ] ss=1.666e+06
    .......Split cd=2 cv=   174 nd=4 sm=[      174     5373      338 ] ss=7.289e+06
    .........Leaf n=1 <37> sm=[       33     1465       98 ] ss=2.157e+06
    ........Split cd=1 cv=  1364 nd=3 sm=[      121     4095      164 ] ss=5.623e+06
    ..........Leaf n=1 <76> sm=[       52     1317       58 ] ss=1.741e+06
    .........Split cd=2 cv=    58 nd=2 sm=[       88     2630       66 ] ss=3.466e+06
    ..........Leaf n=1 <69> sm=[       36     1313        8 ] ss=1.725e+06
    ......Split cd=1 cv=  1207 nd=7 sm=[      282     8484      789 ] ss=1.062e+07
    ........Leaf n=1 <63> sm=[       28     1020      251 ] ss=1.104e+06
    .......Split cd=2 cv=   251 nd=3 sm=[      108     3111      451 ] ss=3.335e+06
    .........Leaf n=1 <16> sm=[       46     1148      104 ] ss=1.331e+06
    ........Split cd=1 cv=  1051 nd=2 sm=[       80     2091      200 ] ss=2.23e+06
    .........Leaf n=1 <73> sm=[       34      943       96 ] ss=8.996e+05
    ....Split cd=1 cv= 893.8 nd=37 sm=[     1388 2.582e+04 1.118e+04 ] ss=2.835e+07
    ........Leaf n=1 <6> sm=[       39      839      825 ] ss=1.386e+06
    .......Split cd=2 cv= 800.8 nd=3 sm=[      107     2240     1962 ] ss=3.022e+06
    .........Leaf n=1 <97> sm=[       31      747      543 ] ss=8.538e+05
    ........Split cd=1 cv= 736.9 nd=2 sm=[       68     1401     1137 ] ss=1.636e+06
    .........Leaf n=1 <4> sm=[       37      654      594 ] ss=7.819e+05
    ......Split cd=1 cv= 580.1 nd=7 sm=[      279     3688     4945 ] ss=5.859e+06
    .........Leaf n=1 <48> sm=[       60      362      816 ] ss=8.005e+05
    ........Split cd=1 cv=   362 nd=2 sm=[      106      635     1726 ] ss=1.705e+06
    .........Leaf n=1 <23> sm=[       46      273      910 ] ss=9.047e+05
    .......Split cd=2 cv= 800.8 nd=4 sm=[      172     1448     2983 ] ss=2.837e+06
    .........Leaf n=1 <28> sm=[       32      473      624 ] ss=6.141e+05
    ........Split cd=1 cv= 423.3 nd=2 sm=[       66      813     1257 ] ss=1.132e+06
    .........Leaf n=1 <81> sm=[       34      340      633 ] ss=5.174e+05
    .....Split cd=2 cv= 536.5 nd=28 sm=[     1046 1.549e+04     8727 ] ss=1.452e+07
    ........Leaf n=1 <27> sm=[       25      808      267 ] ss=7.248e+05
    .......Split cd=2 cv=   267 nd=9 sm=[      298     7004     1264 ] ss=5.796e+06
    ...........Leaf n=1 <89> sm=[       34      876      145 ] ss=7.896e+05
    ..........Split cd=1 cv=   872 nd=2 sm=[       63     1748      375 ] ss=1.604e+06
    ...........Leaf n=1 <31> sm=[       29      872      230 ] ss=8.141e+05
    .........Split cd=2 cv= 137.5 nd=5 sm=[      173     4288      616 ] ss=3.782e+06
    ............Leaf n=1 <98> sm=[       28      882       94 ] ss=7.875e+05
    ...........Split cd=2 cv= 72.75 nd=2 sm=[       84     1738      164 ] ss=1.528e+06
    ............Leaf n=1 <86> sm=[       56      856       70 ] ss=7.408e+05
    ..........Split cd=1 cv= 815.3 nd=3 sm=[      110     2540      241 ] ss=2.178e+06
    ...........Leaf n=1 <54> sm=[       26      802       77 ] ss=6.498e+05
    ........Split cd=1 cv= 736.9 nd=8 sm=[      273     6196      997 ] ss=5.071e+06
    ..........Leaf n=1 <29> sm=[       36      649      237 ] ss=4.787e+05
    .........Split cd=2 cv= 137.5 nd=3 sm=[      100     1908      381 ] ss=1.289e+06
    ...........Leaf n=1 <88> sm=[       31      660      115 ] ss=4.498e+05
    ..........Split cd=1 cv= 658.5 nd=2 sm=[       64     1259      144 ] ss=8.105e+05
    ...........Leaf n=1 <84> sm=[       33      599       29 ] ss=3.607e+05
    ......Split cd=1 cv= 580.1 nd=21 sm=[      767 1.18e+04     3782 ] ss=8.66e+06
    .........Leaf n=1 <32> sm=[       53      427      360 ] ss=3.147e+05
    ........Split cd=1 cv= 423.3 nd=5 sm=[      210     1962     1997 ] ss=1.613e+06
    ...........Leaf n=1 <72> sm=[       28      416      452 ] ss=3.781e+05
    ..........Split cd=1 cv=   399 nd=2 sm=[       67      815      956 ] ss=7.929e+05
    ...........Leaf n=1 <43> sm=[       39      399      504 ] ss=4.147e+05
    .........Split cd=2 cv= 404.4 nd=4 sm=[      157     1535     1637 ] ss=1.298e+06
    ...........Leaf n=1 <39> sm=[       37      414      293 ] ss=2.586e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       90      720      681 ] ss=5.056e+05
    ...........Leaf n=1 <45> sm=[       53      306      388 ] ss=2.47e+05
    .......Split cd=2 cv= 272.2 nd=12 sm=[      469     4798     2518 ] ss=2.865e+06
    ...........Leaf n=1 <99> sm=[       25      468      147 ] ss=2.413e+05
    ..........Split cd=1 cv=   468 nd=2 sm=[       77      896      300 ] ss=4.506e+05
    ...........Leaf n=1 <68> sm=[       52      428      153 ] ss=2.093e+05
    .........Split cd=2 cv= 140.1 nd=4 sm=[      145     1836      394 ] ss=9.004e+05
    ...........Leaf n=1 <30> sm=[       33      490       31 ] ss=2.422e+05
    ..........Split cd=1 cv=   490 nd=2 sm=[       68      940       94 ] ss=4.498e+05
    ...........Leaf n=1 <34> sm=[       35      450       63 ] ss=2.077e+05
    ........Split cd=1 cv= 423.3 nd=7 sm=[      259     2836      521 ] ss=1.251e+06
    ..........Leaf n=1 <15> sm=[       26      294       87 ] ss=9.468e+04
    .........Split cd=2 cv=    87 nd=3 sm=[      114     1000      127 ] ss=3.509e+05
    ...........Leaf n=1 <67> sm=[       54      384       30 ] ss=1.513e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       88      706       40 ] ss=2.562e+05
    ...........Leaf n=1 <35> sm=[       34      322       10 ] ss=1.049e+05
    ...Split cd=1 cv= 266.5 nd=76 sm=[     2899 2.543e+04 2.294e+04 ] ss=3.632e+07
    ........Leaf n=1 <44> sm=[       42      257      955 ] ss=9.798e+05
    .......Split cd=2 cv= 800.8 nd=6 sm=[      212      855     4080 ] ss=3.067e+06
    ..........Leaf n=1 <42> sm=[       31      156      657 ] ss=4.569e+05
    .........Split cd=2 cv=   657 nd=3 sm=[       95      577     1851 ] ss=1.272e+06
    ...........Leaf n=1 <17> sm=[       26      265      650 ] ss=4.934e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       64      421     1194 ] ss=8.151e+05
    ...........Leaf n=1 <62> sm=[       38      156      544 ] ss=3.217e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      170      598     3125 ] ss=2.087e+06
    ..........Leaf n=1 <36> sm=[       37        0      640 ] ss=4.11e+05
    .........Split cd=2 cv=   640 nd=2 sm=[       75       21     1274 ] ss=8.148e+05
    ..........Leaf n=1 <13> sm=[       38       21      634 ] ss=4.038e+05
    ......Split cd=1 cv=-47.12 nd=7 sm=[      248      547     4805 ] ss=3.688e+06
    .......Leaf n=1 <56> sm=[       36     -308      725 ] ss=6.218e+05
    .....Split cd=2 cv= 536.5 nd=36 sm=[     1398     1467 1.087e+04 ] ss=6.134e+06
    ...........Leaf n=1 <96> sm=[       50      253      475 ] ss=2.921e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[      101      370      942 ] ss=5.265e+05
    ...........Leaf n=1 <2> sm=[       51      117      467 ] ss=2.344e+05
    .........Split cd=2 cv=   411 nd=3 sm=[      137      549     1353 ] ss=7.288e+05
    ..........Leaf n=1 <91> sm=[       36      179      411 ] ss=2.023e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      217      693     2073 ] ss=1.008e+06
    ..........Leaf n=1 <71> sm=[       40      109      402 ] ss=1.751e+05
    .........Split cd=2 cv=   402 nd=2 sm=[       80      144      720 ] ss=2.79e+05
    ..........Leaf n=1 <33> sm=[       40       35      318 ] ss=1.039e+05
    .......Split cd=2 cv= 272.2 nd=24 sm=[      936     1976     4489 ] ss=1.608e+06
    ...........Leaf n=1 <26> sm=[       49      198      205 ] ss=8.363e+04
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       80      330      353 ] ss=1.239e+05
    ...........Leaf n=1 <50> sm=[       31      132      148 ] ss=4.029e+04
    .........Split cd=2 cv= 140.1 nd=5 sm=[      179      873      510 ] ss=2.452e+05
    ...........Leaf n=1 <53> sm=[       31      259       47 ] ss=7.025e+04
    ..........Split cd=1 cv= 188.1 nd=3 sm=[       99      543      157 ] ss=1.212e+05
    ............Leaf n=1 <65> sm=[       41      171       71 ] ss=3.596e+04
    ...........Split cd=2 cv=    71 nd=2 sm=[       68      284      110 ] ss=5.098e+04
    ............Leaf n=1 <3> sm=[       27      113       39 ] ss=1.502e+04
    ........Split cd=1 cv= 109.7 nd=19 sm=[      719     1283     2416 ] ss=6.001e+05
    ............Leaf n=1 <5> sm=[       49       61      185 ] ss=4.035e+04
    ...........Split cd=2 cv=   185 nd=3 sm=[      127      250      514 ] ss=1.158e+05
    .............Leaf n=1 <60> sm=[       50      100      157 ] ss=3.715e+04
    ............Split cd=1 cv=    89 nd=2 sm=[       78      189      329 ] ss=7.544e+04
    .............Leaf n=1 <24> sm=[       28       89      172 ] ss=3.829e+04
    ..........Split cd=1 cv= 31.28 nd=6 sm=[      239      250     1125 ] ss=2.51e+05
    ............Leaf n=1 <85> sm=[       38        0      260 ] ss=6.904e+04
    ...........Split cd=2 cv= 206.2 nd=3 sm=[      112        0      611 ] ss=1.352e+05
    .............Leaf n=1 <12> sm=[       36        0      145 ] ss=2.232e+04
    ............Split cd=1 cv=     0 nd=2 sm=[       74        0      351 ] ss=6.62e+04
    .............Leaf n=1 <8> sm=[       38        0      206 ] ss=4.388e+04
    .........Split cd=2 cv= 140.1 nd=14 sm=[      540      410     1906 ] ss=3.55e+05
    ............Leaf n=1 <52> sm=[       41      108       83 ] ss=2.023e+04
    ...........Split cd=2 cv= 74.06 nd=2 sm=[       81      141      153 ] ss=2.782e+04
    ............Leaf n=1 <59> sm=[       40       33       70 ] ss=7589
    ..........Split cd=1 cv= 31.28 nd=8 sm=[      301      160      781 ] ss=1.039e+05
    ...............Leaf n=1 <41> sm=[       30        0      127 ] ss=1.703e+04
    ..............Split cd=0 cv=    30 nd=2 sm=[       59       19      237 ] ss=3.033e+04
    ...............Leaf n=1 <18> sm=[       29       19      110 ] ss=1.33e+04
    .............Split cd=2 cv= 107.1 nd=4 sm=[      135       19      450 ] ss=5.592e+04
    ...............Leaf n=1 <10> sm=[       41        0      107 ] ss=1.313e+04
    ..............Split cd=0 cv=    41 nd=2 sm=[       76        0      213 ] ss=2.559e+04
    ...............Leaf n=1 <11> sm=[       35        0      106 ] ss=1.246e+04
    ............Split cd=1 cv=     0 nd=5 sm=[      174       19      558 ] ss=6.911e+04
    .............Leaf n=1 <21> sm=[       39        0      108 ] ss=1.318e+04
    ...........Split cd=2 cv= 74.06 nd=6 sm=[      220       19      628 ] ss=7.612e+04
    ............Leaf n=1 <61> sm=[       46        0       70 ] ss=7016
    ......Split cd=1 cv=-47.12 nd=29 sm=[     1150      920     6065 ] ss=2.445e+06
    .........Leaf n=1 <74> sm=[       31     -162      380 ] ss=1.716e+05
    ........Split cd=1 cv=-203.9 nd=2 sm=[       88     -493      911 ] ss=5.664e+05
    .........Leaf n=1 <55> sm=[       57     -331      531 ] ss=3.948e+05
    .......Split cd=2 cv= 272.2 nd=5 sm=[      214    -1056     1576 ] ss=8.371e+05
    ..........Leaf n=1 <78> sm=[       42     -189      247 ] ss=9.849e+04
    .........Split cd=2 cv=   146 nd=2 sm=[       69     -337      393 ] ss=1.424e+05
    ..........Leaf n=1 <57> sm=[       27     -148      146 ] ss=4.395e+04
    ........Split cd=1 cv=-203.9 nd=3 sm=[      126     -563      665 ] ss=2.708e+05
    .........Leaf n=1 <25> sm=[       57     -226      272 ] ss=1.283e+05
    ....Split cd=1 cv=-360.8 nd=39 sm=[     1511     -394 1.176e+04 ] ss=7.969e+06
    ......Leaf n=1 <47> sm=[       48     -471      668 ] ss=6.704e+05
    .....Split cd=2 cv= 536.5 nd=3 sm=[      113    -1861      886 ] ss=1.835e+06
    .......Leaf n=1 <19> sm=[       32     -402      135 ] ss=1.809e+05
    ......Split cd=1 cv=-674.4 nd=2 sm=[       65    -1390      218 ] ss=1.165e+06
    .......Leaf n=1 <49> sm=[       33     -988       83 ] ss=9.841e+05
================
open file successfully.
Data Points:
(47, 1996, 761)
(59, 2358, 30)
(51, 117, 467)
(27, 113, 39)
(37, 654, 594)
(49, 61, 185)
(39, 839, 825)
(37, 4030, 178)
(38, 0, 206)
(31, 2197, 146)
(41, 0, 107)
(35, 0, 106)
(36, 0, 145)
(38, 21, 634)
(55, 1649, 52)
(26, 294, 87)
(46, 1148, 104)
(26, 265, 650)
(29, 19, 110)
(32, -402, 135)
(45, 1757, 1010)
(39, 0, 108)
(47, 3676, 567)
(46, 273, 910)
(28, 89, 172)
(57, -226, 272)
(49, 198, 205)
(25, 808, 267)
(32, 473, 624)
(36, 649, 237)
(33, 490, 31)
(29, 872, 230)
(53, 427, 360)
(40, 35, 318)
(35, 450, 63)
(34, 322, 10)
(37, 0, 640)
(33, 1465, 98)
(48, 3064, 159)
(37, 414, 293)
(51, 1869, 30)
(30, 0, 127)
(31, 156, 657)
(39, 399, 504)
(42, 257, 955)
(53, 306, 388)
(30, 901, 601)
(48, -471, 668)
(60, 362, 816)
(33, -988, 83)
(31, 132, 148)
(41, 3823, 234)
(41, 108, 83)
(31, 259, 47)
(26, 802, 77)
(57, -331, 531)
(36, -308, 725)
(27, -148, 146)
(30, 946, 1065)
(40, 33, 70)
(50, 100, 157)
(46, 0, 70)
(38, 156, 544)
(28, 1020, 251)
(44, 2734, 897)
(41, 171, 71)
(34, 3990, 633)
(54, 384, 30)
(52, 428, 153)
(36, 1313, 8)
(31, 1987, 55)
(40, 109, 402)
(28, 416, 452)
(34, 943, 96)
(31, -162, 380)
(30, 2581, 221)
(52, 1317, 58)
(51, 3726, 119)
(42, -189, 247)
(33, 1925, 76)
(53, 22370, 106)
(34, 340, 633)
(37, 11303, 500)
(34, 1671, 160)
(33, 599, 29)
(38, 0, 260)
(56, 856, 70)
(34, 1657, 566)
(31, 660, 115)
(34, 876, 145)
(37, 3561, 98)
(36, 179, 411)
(30, 19358, 258)
(28, 1532, 253)
(53, 1278, 174)
(45, 13117, 42)
(50, 253, 475)
(31, 747, 543)
(28, 882, 94)
(25, 468, 147)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <80> sm=[       53    22370      106 ] ss=5.00431e+08
    ..Split cd=1 cv=1.945e+04 nd=2 sm=[       83 4.173e+04      364 ] ss=8.752e+08
    ...Leaf n=1 <92> sm=[       30 1.936e+04      258 ] ss=3.748e+08
    .Split cd=1 cv=1.653e+04 nd=4 sm=[      165 6.615e+04      906 ] ss=1.175e+09
    ...Leaf n=1 <95> sm=[       45 1.312e+04       42 ] ss=1.721e+08
    ..Split cd=1 cv=1.312e+04 nd=2 sm=[       82 2.442e+04      542 ] ss=3.001e+08
    ...Leaf n=1 <82> sm=[       37 1.13e+04      500 ] ss=1.28e+08
    Split cd=1 cv=1.069e+04 nd=100 sm=[     3881 1.434e+05 3.009e+04 ] ss=1.365e+09
    ..Leaf n=1 <7> sm=[       37     4030      178 ] ss=1.627e+07
    .Split cd=1 cv=  4030 nd=96 sm=[     3716 7.721e+04 2.918e+04 ] ss=1.897e+08
    .......Leaf n=1 <66> sm=[       34     3990      633 ] ss=1.632e+07
    ......Split cd=1 cv=  3716 nd=2 sm=[       81     7666     1200 ] ss=3.016e+07
    .......Leaf n=1 <22> sm=[       47     3676      567 ] ss=1.384e+07
    .....Split cd=2 cv= 536.5 nd=5 sm=[      210 1.878e+04     1651 ] ss=7.142e+07
    ........Leaf n=1 <51> sm=[       41     3823      234 ] ss=1.467e+07
    .......Split cd=2 cv=   234 nd=2 sm=[       92     7549      353 ] ss=2.857e+07
    ........Leaf n=1 <77> sm=[       51     3726      119 ] ss=1.39e+07
    ......Split cd=1 cv=  3716 nd=3 sm=[      129 1.111e+04      451 ] ss=4.126e+07
    .......Leaf n=1 <90> sm=[       37     3561       98 ] ss=1.269e+07
    ....Split cd=1 cv=  3403 nd=6 sm=[      258 2.184e+04     1810 ] ss=8.084e+07
    .....Leaf n=1 <38> sm=[       48     3064      159 ] ss=9.416e+06
    ...Split cd=1 cv=  2776 nd=19 sm=[      780 4.775e+04     6067 ] ss=1.371e+08
    ......Leaf n=1 <64> sm=[       44     2734      897 ] ss=8.281e+06
    .....Split cd=2 cv= 536.5 nd=4 sm=[      164     9870     1294 ] ss=2.541e+07
    .......Leaf n=1 <75> sm=[       30     2581      221 ] ss=6.711e+06
    ......Split cd=1 cv=  2462 nd=3 sm=[      120     7136      397 ] ss=1.712e+07
    ........Leaf n=1 <9> sm=[       31     2197      146 ] ss=4.849e+06
    .......Split cd=2 cv=   146 nd=2 sm=[       90     4555      176 ] ss=1.041e+07
    ........Leaf n=1 <1> sm=[       59     2358       30 ] ss=5.565e+06
    ....Split cd=1 cv=  2148 nd=13 sm=[      522 2.591e+04     4257 ] ss=5.626e+07
    .......Leaf n=1 <0> sm=[       47     1996      761 ] ss=4.565e+06
    ......Split cd=1 cv=  1835 nd=3 sm=[      126     5410     2337 ] ss=1.174e+07
    ........Leaf n=1 <20> sm=[       45     1757     1010 ] ss=4.109e+06
    .......Split cd=2 cv= 800.8 nd=2 sm=[       79     3414     1576 ] ss=7.176e+06
    ........Leaf n=1 <87> sm=[       34     1657      566 ] ss=3.067e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      358 1.604e+04     2963 ] ss=3.086e+07
    ........Leaf n=1 <79> sm=[       33     1925       76 ] ss=3.712e+06
    .......Split cd=2 cv=    76 nd=3 sm=[      115     5781      161 ] ss=1.116e+07
    .........Leaf n=1 <70> sm=[       31     1987       55 ] ss=3.952e+06
    ........Split cd=1 cv=  1987 nd=2 sm=[       82     3856       85 ] ss=7.449e+06
    .........Leaf n=1 <40> sm=[       51     1869       30 ] ss=3.497e+06
    ......Split cd=1 cv=  1835 nd=6 sm=[      232 1.063e+04      626 ] ss=1.912e+07
    ........Leaf n=1 <93> sm=[       28     1532      253 ] ss=2.412e+06
    .......Split cd=2 cv=   253 nd=3 sm=[      117     4852      465 ] ss=7.956e+06
    .........Leaf n=1 <83> sm=[       34     1671      160 ] ss=2.819e+06
    ........Split cd=1 cv=  1671 nd=2 sm=[       89     3320      212 ] ss=5.544e+06
    .........Leaf n=1 <14> sm=[       55     1649       52 ] ss=2.725e+06
    ..Split cd=1 cv=  1521 nd=95 sm=[     3679 7.318e+04  2.9e+04 ] ss=1.734e+08
    .......Leaf n=1 <58> sm=[       30      946     1065 ] ss=2.03e+06
    ......Split cd=1 cv=   946 nd=2 sm=[       60     1847     1666 ] ss=3.204e+06
    .......Leaf n=1 <46> sm=[       30      901      601 ] ss=1.174e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      342 1.033e+04     2455 ] ss=1.383e+07
    ........Leaf n=1 <94> sm=[       53     1278      174 ] ss=1.666e+06
    .......Split cd=2 cv=   174 nd=4 sm=[      174     5373      338 ] ss=7.289e+06
    .........Leaf n=1 <37> sm=[       33     1465       98 ] ss=2.157e+06
    ........Split cd=1 cv=  1364 nd=3 sm=[      121     4095      164 ] ss=5.623e+06
    ..........Leaf n=1 <76> sm=[       52     1317       58 ] ss=1.741e+06
    .........Split cd=2 cv=    58 nd=2 sm=[       88     2630       66 ] ss=3.466e+06
    ..........Leaf n=1 <69> sm=[       36     1313        8 ] ss=1.725e+06
    ......Split cd=1 cv=  1207 nd=7 sm=[      282     8484      789 ] ss=1.062e+07
    ........Leaf n=1 <63> sm=[       28     1020      251 ] ss=1.104e+06
    .......Split cd=2 cv=   251 nd=3 sm=[      108     3111      451 ] ss=3.335e+06
    .........Leaf n=1 <16> sm=[       46     1148      104 ] ss=1.331e+06
    ........Split cd=1 cv=  1051 nd=2 sm=[       80     2091      200 ] ss=2.23e+06
    .........Leaf n=1 <73> sm=[       34      943       96 ] ss=8.996e+05
    ....Split cd=1 cv= 893.8 nd=37 sm=[     1388 2.582e+04 1.118e+04 ] ss=2.835e+07
    ........Leaf n=1 <6> sm=[       39      839      825 ] ss=1.386e+06
    .......Split cd=2 cv= 800.8 nd=3 sm=[      107     2240     1962 ] ss=3.022e+06
    .........Leaf n=1 <97> sm=[       31      747      543 ] ss=8.538e+05
    ........Split cd=1 cv= 736.9 nd=2 sm=[       68     1401     1137 ] ss=1.636e+06
    .........Leaf n=1 <4> sm=[       37      654      594 ] ss=7.819e+05
    ......Split cd=1 cv= 580.1 nd=7 sm=[      279     3688     4945 ] ss=5.859e+06
    .........Leaf n=1 <48> sm=[       60      362      816 ] ss=8.005e+05
    ........Split cd=1 cv=   362 nd=2 sm=[      106      635     1726 ] ss=1.705e+06
    .........Leaf n=1 <23> sm=[       46      273      910 ] ss=9.047e+05
    .......Split cd=2 cv= 800.8 nd=4 sm=[      172     1448     2983 ] ss=2.837e+06
    .........Leaf n=1 <28> sm=[       32      473      624 ] ss=6.141e+05
    ........Split cd=1 cv= 423.3 nd=2 sm=[       66      813     1257 ] ss=1.132e+06
    .........Leaf n=1 <81> sm=[       34      340      633 ] ss=5.174e+05
    .....Split cd=2 cv= 536.5 nd=28 sm=[     1046 1.549e+04     8727 ] ss=1.452e+07
    ........Leaf n=1 <27> sm=[       25      808      267 ] ss=7.248e+05
    .......Split cd=2 cv=   267 nd=9 sm=[      298     7004     1264 ] ss=5.796e+06
    ...........Leaf n=1 <89> sm=[       34      876      145 ] ss=7.896e+05
    ..........Split cd=1 cv=   872 nd=2 sm=[       63     1748      375 ] ss=1.604e+06
    ...........Leaf n=1 <31> sm=[       29      872      230 ] ss=8.141e+05
    .........Split cd=2 cv= 137.5 nd=5 sm=[      173     4288      616 ] ss=3.782e+06
    ............Leaf n=1 <98> sm=[       28      882       94 ] ss=7.875e+05
    ...........Split cd=2 cv= 72.75 nd=2 sm=[       84     1738      164 ] ss=1.528e+06
    ............Leaf n=1 <86> sm=[       56      856       70 ] ss=7.408e+05
    ..........Split cd=1 cv= 815.3 nd=3 sm=[      110     2540      241 ] ss=2.178e+06
    ...........Leaf n=1 <54> sm=[       26      802       77 ] ss=6.498e+05
    ........Split cd=1 cv= 736.9 nd=8 sm=[      273     6196      997 ] ss=5.071e+06
    ..........Leaf n=1 <29> sm=[       36      649      237 ] ss=4.787e+05
    .........Split cd=2 cv= 137.5 nd=3 sm=[      100     1908      381 ] ss=1.289e+06
    ...........Leaf n=1 <88> sm=[       31      660      115 ] ss=4.498e+05
    ..........Split cd=1 cv= 658.5 nd=2 sm=[       64     1259      144 ] ss=8.105e+05
    ...........Leaf n=1 <84> sm=[       33      599       29 ] ss=3.607e+05
    ......Split cd=1 cv= 580.1 nd=21 sm=[      767 1.18e+04     3782 ] ss=8.66e+06
    .........Leaf n=1 <32> sm=[       53      427      360 ] ss=3.147e+05
    ........Split cd=1 cv= 423.3 nd=5 sm=[      210     1962     1997 ] ss=1.613e+06
    ...........Leaf n=1 <72> sm=[       28      416      452 ] ss=3.781e+05
    ..........Split cd=1 cv=   399 nd=2 sm=[       67      815      956 ] ss=7.929e+05
    ...........Leaf n=1 <43> sm=[       39      399      504 ] ss=4.147e+05
    .........Split cd=2 cv= 404.4 nd=4 sm=[      157     1535     1637 ] ss=1.298e+06
    ...........Leaf n=1 <39> sm=[       37      414      293 ] ss=2.586e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       90      720      681 ] ss=5.056e+05
    ...........Leaf n=1 <45> sm=[       53      306      388 ] ss=2.47e+05
    .......Split cd=2 cv= 272.2 nd=12 sm=[      469     4798     2518 ] ss=2.865e+06
    ...........Leaf n=1 <99> sm=[       25      468      147 ] ss=2.413e+05
    ..........Split cd=1 cv=   468 nd=2 sm=[       77      896      300 ] ss=4.506e+05
    ...........Leaf n=1 <68> sm=[       52      428      153 ] ss=2.093e+05
    .........Split cd=2 cv= 140.1 nd=4 sm=[      145     1836      394 ] ss=9.004e+05
    ...........Leaf n=1 <30> sm=[       33      490       31 ] ss=2.422e+05
    ..........Split cd=1 cv=   490 nd=2 sm=[       68      940       94 ] ss=4.498e+05
    ...........Leaf n=1 <34> sm=[       35      450       63 ] ss=2.077e+05
    ........Split cd=1 cv= 423.3 nd=7 sm=[      259     2836      521 ] ss=1.251e+06
    ..........Leaf n=1 <15> sm=[       26      294       87 ] ss=9.468e+04
    .........Split cd=2 cv=    87 nd=3 sm=[      114     1000      127 ] ss=3.509e+05
    ...........Leaf n=1 <67> sm=[       54      384       30 ] ss=1.513e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       88      706       40 ] ss=2.562e+05
    ...........Leaf n=1 <35> sm=[       34      322       10 ] ss=1.049e+05
    ...Split cd=1 cv= 266.5 nd=76 sm=[     2899 2.543e+04 2.294e+04 ] ss=3.632e+07
    ........Leaf n=1 <44> sm=[       42      257      955 ] ss=9.798e+05
    .......Split cd=2 cv= 800.8 nd=6 sm=[      212      855     4080 ] ss=3.067e+06
    ..........Leaf n=1 <42> sm=[       31      156      657 ] ss=4.569e+05
    .........Split cd=2 cv=   657 nd=3 sm=[       95      577     1851 ] ss=1.272e+06
    ...........Leaf n=1 <17> sm=[       26      265      650 ] ss=4.934e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       64      421     1194 ] ss=8.151e+05
    ...........Leaf n=1 <62> sm=[       38      156      544 ] ss=3.217e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      170      598     3125 ] ss=2.087e+06
    ..........Leaf n=1 <36> sm=[       37        0      640 ] ss=4.11e+05
    .........Split cd=2 cv=   640 nd=2 sm=[       75       21     1274 ] ss=8.148e+05
    ..........Leaf n=1 <13> sm=[       38       21      634 ] ss=4.038e+05
    ......Split cd=1 cv=-47.12 nd=7 sm=[      248      547     4805 ] ss=3.688e+06
    .......Leaf n=1 <56> sm=[       36     -308      725 ] ss=6.218e+05
    .....Split cd=2 cv= 536.5 nd=36 sm=[     1398     1467 1.087e+04 ] ss=6.134e+06
    ...........Leaf n=1 <96> sm=[       50      253      475 ] ss=2.921e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[      101      370      942 ] ss=5.265e+05
    ...........Leaf n=1 <2> sm=[       51      117      467 ] ss=2.344e+05
    .........Split cd=2 cv=   411 nd=3 sm=[      137      549     1353 ] ss=7.288e+05
    ..........Leaf n=1 <91> sm=[       36      179      411 ] ss=2.023e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      217      693     2073 ] ss=1.008e+06
    ..........Leaf n=1 <71> sm=[       40      109      402 ] ss=1.751e+05
    .........Split cd=2 cv=   402 nd=2 sm=[       80      144      720 ] ss=2.79e+05
    ..........Leaf n=1 <33> sm=[       40       35      318 ] ss=1.039e+05
    .......Split cd=2 cv= 272.2 nd=24 sm=[      936     1976     4489 ] ss=1.608e+06
    ...........Leaf n=1 <26> sm=[       49      198      205 ] ss=8.363e+04
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       80      330      353 ] ss=1.239e+05
    ...........Leaf n=1 <50> sm=[       31      132      148 ] ss=4.029e+04
    .........Split cd=2 cv= 140.1 nd=5 sm=[      179      873      510 ] ss=2.452e+05
    ...........Leaf n=1 <53> sm=[       31      259       47 ] ss=7.025e+04
    ..........Split cd=1 cv= 188.1 nd=3 sm=[       99      543      157 ] ss=1.212e+05
    ............Leaf n=1 <65> sm=[       41      171       71 ] ss=3.596e+04
    ...........Split cd=2 cv=    71 nd=2 sm=[       68      284      110 ] ss=5.098e+04
    ............Leaf n=1 <3> sm=[       27      113       39 ] ss=1.502e+04
    ........Split cd=1 cv= 109.7 nd=19 sm=[      719     1283     2416 ] ss=6.001e+05
    ............Leaf n=1 <5> sm=[       49       61      185 ] ss=4.035e+04
    ...........Split cd=2 cv=   185 nd=3 sm=[      127      250      514 ] ss=1.158e+05
    .............Leaf n=1 <60> sm=[       50      100      157 ] ss=3.715e+04
    ............Split cd=1 cv=    89 nd=2 sm=[       78      189      329 ] ss=7.544e+04
    .............Leaf n=1 <24> sm=[       28       89      172 ] ss=3.829e+04
    ..........Split cd=1 cv= 31.28 nd=6 sm=[      239      250     1125 ] ss=2.51e+05
    ............Leaf n=1 <85> sm=[       38        0      260 ] ss=6.904e+04
    ...........Split cd=2 cv= 206.2 nd=3 sm=[      112        0      611 ] ss=1.352e+05
    .............Leaf n=1 <12> sm=[       36        0      145 ] ss=2.232e+04
    ............Split cd=1 cv=     0 nd=2 sm=[       74        0      351 ] ss=6.62e+04
    .............Leaf n=1 <8> sm=[       38        0      206 ] ss=4.388e+04
    .........Split cd=2 cv= 140.1 nd=14 sm=[      540      410     1906 ] ss=3.55e+05
    ............Leaf n=1 <52> sm=[       41      108       83 ] ss=2.023e+04
    ...........Split cd=2 cv= 74.06 nd=2 sm=[       81      141      153 ] ss=2.782e+04
    ............Leaf n=1 <59> sm=[       40       33       70 ] ss=7589
    ..........Split cd=1 cv= 31.28 nd=8 sm=[      301      160      781 ] ss=1.039e+05
    ...............Leaf n=1 <41> sm=[       30        0      127 ] ss=1.703e+04
    ..............Split cd=0 cv=    30 nd=2 sm=[       59       19      237 ] ss=3.033e+04
    ...............Leaf n=1 <18> sm=[       29       19      110 ] ss=1.33e+04
    .............Split cd=2 cv= 107.1 nd=4 sm=[      135       19      450 ] ss=5.592e+04
    ...............Leaf n=1 <10> sm=[       41        0      107 ] ss=1.313e+04
    ..............Split cd=0 cv=    41 nd=2 sm=[       76        0      213 ] ss=2.559e+04
    ...............Leaf n=1 <11> sm=[       35        0      106 ] ss=1.246e+04
    ............Split cd=1 cv=     0 nd=5 sm=[      174       19      558 ] ss=6.911e+04
    .............Leaf n=1 <21> sm=[       39        0      108 ] ss=1.318e+04
    ...........Split cd=2 cv= 74.06 nd=6 sm=[      220       19      628 ] ss=7.612e+04
    ............Leaf n=1 <61> sm=[       46        0       70 ] ss=7016
    ......Split cd=1 cv=-47.12 nd=29 sm=[     1150      920     6065 ] ss=2.445e+06
    .........Leaf n=1 <74> sm=[       31     -162      380 ] ss=1.716e+05
    ........Split cd=1 cv=-203.9 nd=2 sm=[       88     -493      911 ] ss=5.664e+05
    .........Leaf n=1 <55> sm=[       57     -331      531 ] ss=3.948e+05
    .......Split cd=2 cv= 272.2 nd=5 sm=[      214    -1056     1576 ] ss=8.371e+05
    ..........Leaf n=1 <78> sm=[       42     -189      247 ] ss=9.849e+04
    .........Split cd=2 cv=   146 nd=2 sm=[       69     -337      393 ] ss=1.424e+05
    ..........Leaf n=1 <57> sm=[       27     -148      146 ] ss=4.395e+04
    ........Split cd=1 cv=-203.9 nd=3 sm=[      126     -563      665 ] ss=2.708e+05
    .........Leaf n=1 <25> sm=[       57     -226      272 ] ss=1.283e+05
    ....Split cd=1 cv=-360.8 nd=39 sm=[     1511     -394 1.176e+04 ] ss=7.969e+06
    ......Leaf n=1 <47> sm=[       48     -471      668 ] ss=6.704e+05
    .....Split cd=2 cv= 536.5 nd=3 sm=[      113    -1861      886 ] ss=1.835e+06
    .......Leaf n=1 <19> sm=[       32     -402      135 ] ss=1.809e+05
    ......Split cd=1 cv=-674.4 nd=2 sm=[       65    -1390      218 ] ss=1.165e+06
    .......Leaf n=1 <49> sm=[       33     -988       83 ] ss=9.841e+05
================
open file successfully.
Data Points:
(47, 1996, 761)
(59, 2358, 30)
(51, 117, 467)
(27, 113, 39)
(37, 654, 594)
(49, 61, 185)
(39, 839, 825)
(37, 4030, 178)
(38, 0, 206)
(31, 2197, 146)
(41, 0, 107)
(35, 0, 106)
(36, 0, 145)
(38, 21, 634)
(55, 1649, 52)
(26, 294, 87)
(46, 1148, 104)
(26, 265, 650)
(29, 19, 110)
(32, -402, 135)
(45, 1757, 1010)
(39, 0, 108)
(47, 3676, 567)
(46, 273, 910)
(28, 89, 172)
(57, -226, 272)
(49, 198, 205)
(25, 808, 267)
(32, 473, 624)
(36, 649, 237)
(33, 490, 31)
(29, 872, 230)
(53, 427, 360)
(40, 35, 318)
(35, 450, 63)
(34, 322, 10)
(37, 0, 640)
(33, 1465, 98)
(48, 3064, 159)
(37, 414, 293)
(51, 1869, 30)
(30, 0, 127)
(31, 156, 657)
(39, 399, 504)
(42, 257, 955)
(53, 306, 388)
(30, 901, 601)
(48, -471, 668)
(60, 362, 816)
(33, -988, 83)
(31, 132, 148)
(41, 3823, 234)
(41, 108, 83)
(31, 259, 47)
(26, 802, 77)
(57, -331, 531)
(36, -308, 725)
(27, -148, 146)
(30, 946, 1065)
(40, 33, 70)
(50, 100, 157)
(46, 0, 70)
(38, 156, 544)
(28, 1020, 251)
(44, 2734, 897)
(41, 171, 71)
(34, 3990, 633)
(54, 384, 30)
(52, 428, 153)
(36, 1313, 8)
(31, 1987, 55)
(40, 109, 402)
(28, 416, 452)
(34, 943, 96)
(31, -162, 380)
(30, 2581, 221)
(52, 1317, 58)
(51, 3726, 119)
(42, -189, 247)
(33, 1925, 76)
(53, 22370, 106)
(34, 340, 633)
(37, 11303, 500)
(34, 1671, 160)
(33, 599, 29)
(38, 0, 260)
(56, 856, 70)
(34, 1657, 566)
(31, 660, 115)
(34, 876, 145)
(37, 3561, 98)
(36, 179, 411)
(30, 19358, 258)
(28, 1532, 253)
(53, 1278, 174)
(45, 13117, 42)
(50, 253, 475)
(31, 747, 543)
(28, 882, 94)
(25, 468, 147)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <80> sm=[       53    22370      106 ] ss=5.00431e+08
    ..Split cd=1 cv=1.945e+04 nd=2 sm=[       83 4.173e+04      364 ] ss=8.752e+08
    ...Leaf n=1 <92> sm=[       30 1.936e+04      258 ] ss=3.748e+08
    .Split cd=1 cv=1.653e+04 nd=4 sm=[      165 6.615e+04      906 ] ss=1.175e+09
    ...Leaf n=1 <95> sm=[       45 1.312e+04       42 ] ss=1.721e+08
    ..Split cd=1 cv=1.312e+04 nd=2 sm=[       82 2.442e+04      542 ] ss=3.001e+08
    ...Leaf n=1 <82> sm=[       37 1.13e+04      500 ] ss=1.28e+08
    Split cd=1 cv=1.069e+04 nd=100 sm=[     3881 1.434e+05 3.009e+04 ] ss=1.365e+09
    ..Leaf n=1 <7> sm=[       37     4030      178 ] ss=1.627e+07
    .Split cd=1 cv=  4030 nd=96 sm=[     3716 7.721e+04 2.918e+04 ] ss=1.897e+08
    .......Leaf n=1 <66> sm=[       34     3990      633 ] ss=1.632e+07
    ......Split cd=1 cv=  3716 nd=2 sm=[       81     7666     1200 ] ss=3.016e+07
    .......Leaf n=1 <22> sm=[       47     3676      567 ] ss=1.384e+07
    .....Split cd=2 cv= 536.5 nd=5 sm=[      210 1.878e+04     1651 ] ss=7.142e+07
    ........Leaf n=1 <51> sm=[       41     3823      234 ] ss=1.467e+07
    .......Split cd=2 cv=   234 nd=2 sm=[       92     7549      353 ] ss=2.857e+07
    ........Leaf n=1 <77> sm=[       51     3726      119 ] ss=1.39e+07
    ......Split cd=1 cv=  3716 nd=3 sm=[      129 1.111e+04      451 ] ss=4.126e+07
    .......Leaf n=1 <90> sm=[       37     3561       98 ] ss=1.269e+07
    ....Split cd=1 cv=  3403 nd=6 sm=[      258 2.184e+04     1810 ] ss=8.084e+07
    .....Leaf n=1 <38> sm=[       48     3064      159 ] ss=9.416e+06
    ...Split cd=1 cv=  2776 nd=19 sm=[      780 4.775e+04     6067 ] ss=1.371e+08
    ......Leaf n=1 <64> sm=[       44     2734      897 ] ss=8.281e+06
    .....Split cd=2 cv= 536.5 nd=4 sm=[      164     9870     1294 ] ss=2.541e+07
    .......Leaf n=1 <75> sm=[       30     2581      221 ] ss=6.711e+06
    ......Split cd=1 cv=  2462 nd=3 sm=[      120     7136      397 ] ss=1.712e+07
    ........Leaf n=1 <9> sm=[       31     2197      146 ] ss=4.849e+06
    .......Split cd=2 cv=   146 nd=2 sm=[       90     4555      176 ] ss=1.041e+07
    ........Leaf n=1 <1> sm=[       59     2358       30 ] ss=5.565e+06
    ....Split cd=1 cv=  2148 nd=13 sm=[      522 2.591e+04     4257 ] ss=5.626e+07
    .......Leaf n=1 <0> sm=[       47     1996      761 ] ss=4.565e+06
    ......Split cd=1 cv=  1835 nd=3 sm=[      126     5410     2337 ] ss=1.174e+07
    ........Leaf n=1 <20> sm=[       45     1757     1010 ] ss=4.109e+06
    .......Split cd=2 cv= 800.8 nd=2 sm=[       79     3414     1576 ] ss=7.176e+06
    ........Leaf n=1 <87> sm=[       34     1657      566 ] ss=3.067e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      358 1.604e+04     2963 ] ss=3.086e+07
    ........Leaf n=1 <79> sm=[       33     1925       76 ] ss=3.712e+06
    .......Split cd=2 cv=    76 nd=3 sm=[      115     5781      161 ] ss=1.116e+07
    .........Leaf n=1 <70> sm=[       31     1987       55 ] ss=3.952e+06
    ........Split cd=1 cv=  1987 nd=2 sm=[       82     3856       85 ] ss=7.449e+06
    .........Leaf n=1 <40> sm=[       51     1869       30 ] ss=3.497e+06
    ......Split cd=1 cv=  1835 nd=6 sm=[      232 1.063e+04      626 ] ss=1.912e+07
    ........Leaf n=1 <93> sm=[       28     1532      253 ] ss=2.412e+06
    .......Split cd=2 cv=   253 nd=3 sm=[      117     4852      465 ] ss=7.956e+06
    .........Leaf n=1 <83> sm=[       34     1671      160 ] ss=2.819e+06
    ........Split cd=1 cv=  1671 nd=2 sm=[       89     3320      212 ] ss=5.544e+06
    .........Leaf n=1 <14> sm=[       55     1649       52 ] ss=2.725e+06
    ..Split cd=1 cv=  1521 nd=95 sm=[     3679 7.318e+04  2.9e+04 ] ss=1.734e+08
    .......Leaf n=1 <58> sm=[       30      946     1065 ] ss=2.03e+06
    ......Split cd=1 cv=   946 nd=2 sm=[       60     1847     1666 ] ss=3.204e+06
    .......Leaf n=1 <46> sm=[       30      901      601 ] ss=1.174e+06
    .....Split cd=2 cv= 536.5 nd=9 sm=[      342 1.033e+04     2455 ] ss=1.383e+07
    ........Leaf n=1 <94> sm=[       53     1278      174 ] ss=1.666e+06
    .......Split cd=2 cv=   174 nd=4 sm=[      174     5373      338 ] ss=7.289e+06
    .........Leaf n=1 <37> sm=[       33     1465       98 ] ss=2.157e+06
    ........Split cd=1 cv=  1364 nd=3 sm=[      121     4095      164 ] ss=5.623e+06
    ..........Leaf n=1 <76> sm=[       52     1317       58 ] ss=1.741e+06
    .........Split cd=2 cv=    58 nd=2 sm=[       88     2630       66 ] ss=3.466e+06
    ..........Leaf n=1 <69> sm=[       36     1313        8 ] ss=1.725e+06
    ......Split cd=1 cv=  1207 nd=7 sm=[      282     8484      789 ] ss=1.062e+07
    ........Leaf n=1 <63> sm=[       28     1020      251 ] ss=1.104e+06
    .......Split cd=2 cv=   251 nd=3 sm=[      108     3111      451 ] ss=3.335e+06
    .........Leaf n=1 <16> sm=[       46     1148      104 ] ss=1.331e+06
    ........Split cd=1 cv=  1051 nd=2 sm=[       80     2091      200 ] ss=2.23e+06
    .........Leaf n=1 <73> sm=[       34      943       96 ] ss=8.996e+05
    ....Split cd=1 cv= 893.8 nd=37 sm=[     1388 2.582e+04 1.118e+04 ] ss=2.835e+07
    ........Leaf n=1 <6> sm=[       39      839      825 ] ss=1.386e+06
    .......Split cd=2 cv= 800.8 nd=3 sm=[      107     2240     1962 ] ss=3.022e+06
    .........Leaf n=1 <97> sm=[       31      747      543 ] ss=8.538e+05
    ........Split cd=1 cv= 736.9 nd=2 sm=[       68     1401     1137 ] ss=1.636e+06
    .........Leaf n=1 <4> sm=[       37      654      594 ] ss=7.819e+05
    ......Split cd=1 cv= 580.1 nd=7 sm=[      279     3688     4945 ] ss=5.859e+06
    .........Leaf n=1 <48> sm=[       60      362      816 ] ss=8.005e+05
    ........Split cd=1 cv=   362 nd=2 sm=[      106      635     1726 ] ss=1.705e+06
    .........Leaf n=1 <23> sm=[       46      273      910 ] ss=9.047e+05
    .......Split cd=2 cv= 800.8 nd=4 sm=[      172     1448     2983 ] ss=2.837e+06
    .........Leaf n=1 <28> sm=[       32      473      624 ] ss=6.141e+05
    ........Split cd=1 cv= 423.3 nd=2 sm=[       66      813     1257 ] ss=1.132e+06
    .........Leaf n=1 <81> sm=[       34      340      633 ] ss=5.174e+05
    .....Split cd=2 cv= 536.5 nd=28 sm=[     1046 1.549e+04     8727 ] ss=1.452e+07
    ........Leaf n=1 <27> sm=[       25      808      267 ] ss=7.248e+05
    .......Split cd=2 cv=   267 nd=9 sm=[      298     7004     1264 ] ss=5.796e+06
    ...........Leaf n=1 <89> sm=[       34      876      145 ] ss=7.896e+05
    ..........Split cd=1 cv=   872 nd=2 sm=[       63     1748      375 ] ss=1.604e+06
    ...........Leaf n=1 <31> sm=[       29      872      230 ] ss=8.141e+05
    .........Split cd=2 cv= 137.5 nd=5 sm=[      173     4288      616 ] ss=3.782e+06
    ............Leaf n=1 <98> sm=[       28      882       94 ] ss=7.875e+05
    ...........Split cd=2 cv= 72.75 nd=2 sm=[       84     1738      164 ] ss=1.528e+06
    ............Leaf n=1 <86> sm=[       56      856       70 ] ss=7.408e+05
    ..........Split cd=1 cv= 815.3 nd=3 sm=[      110     2540      241 ] ss=2.178e+06
    ...........Leaf n=1 <54> sm=[       26      802       77 ] ss=6.498e+05
    ........Split cd=1 cv= 736.9 nd=8 sm=[      273     6196      997 ] ss=5.071e+06
    ..........Leaf n=1 <29> sm=[       36      649      237 ] ss=4.787e+05
    .........Split cd=2 cv= 137.5 nd=3 sm=[      100     1908      381 ] ss=1.289e+06
    ...........Leaf n=1 <88> sm=[       31      660      115 ] ss=4.498e+05
    ..........Split cd=1 cv= 658.5 nd=2 sm=[       64     1259      144 ] ss=8.105e+05
    ...........Leaf n=1 <84> sm=[       33      599       29 ] ss=3.607e+05
    ......Split cd=1 cv= 580.1 nd=21 sm=[      767 1.18e+04     3782 ] ss=8.66e+06
    .........Leaf n=1 <32> sm=[       53      427      360 ] ss=3.147e+05
    ........Split cd=1 cv= 423.3 nd=5 sm=[      210     1962     1997 ] ss=1.613e+06
    ...........Leaf n=1 <72> sm=[       28      416      452 ] ss=3.781e+05
    ..........Split cd=1 cv=   399 nd=2 sm=[       67      815      956 ] ss=7.929e+05
    ...........Leaf n=1 <43> sm=[       39      399      504 ] ss=4.147e+05
    .........Split cd=2 cv= 404.4 nd=4 sm=[      157     1535     1637 ] ss=1.298e+06
    ...........Leaf n=1 <39> sm=[       37      414      293 ] ss=2.586e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       90      720      681 ] ss=5.056e+05
    ...........Leaf n=1 <45> sm=[       53      306      388 ] ss=2.47e+05
    .......Split cd=2 cv= 272.2 nd=12 sm=[      469     4798     2518 ] ss=2.865e+06
    ...........Leaf n=1 <99> sm=[       25      468      147 ] ss=2.413e+05
    ..........Split cd=1 cv=   468 nd=2 sm=[       77      896      300 ] ss=4.506e+05
    ...........Leaf n=1 <68> sm=[       52      428      153 ] ss=2.093e+05
    .........Split cd=2 cv= 140.1 nd=4 sm=[      145     1836      394 ] ss=9.004e+05
    ...........Leaf n=1 <30> sm=[       33      490       31 ] ss=2.422e+05
    ..........Split cd=1 cv=   490 nd=2 sm=[       68      940       94 ] ss=4.498e+05
    ...........Leaf n=1 <34> sm=[       35      450       63 ] ss=2.077e+05
    ........Split cd=1 cv= 423.3 nd=7 sm=[      259     2836      521 ] ss=1.251e+06
    ..........Leaf n=1 <15> sm=[       26      294       87 ] ss=9.468e+04
    .........Split cd=2 cv=    87 nd=3 sm=[      114     1000      127 ] ss=3.509e+05
    ...........Leaf n=1 <67> sm=[       54      384       30 ] ss=1.513e+05
    ..........Split cd=1 cv= 344.9 nd=2 sm=[       88      706       40 ] ss=2.562e+05
    ...........Leaf n=1 <35> sm=[       34      322       10 ] ss=1.049e+05
    ...Split cd=1 cv= 266.5 nd=76 sm=[     2899 2.543e+04 2.294e+04 ] ss=3.632e+07
    ........Leaf n=1 <44> sm=[       42      257      955 ] ss=9.798e+05
    .......Split cd=2 cv= 800.8 nd=6 sm=[      212      855     4080 ] ss=3.067e+06
    ..........Leaf n=1 <42> sm=[       31      156      657 ] ss=4.569e+05
    .........Split cd=2 cv=   657 nd=3 sm=[       95      577     1851 ] ss=1.272e+06
    ...........Leaf n=1 <17> sm=[       26      265      650 ] ss=4.934e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       64      421     1194 ] ss=8.151e+05
    ...........Leaf n=1 <62> sm=[       38      156      544 ] ss=3.217e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      170      598     3125 ] ss=2.087e+06
    ..........Leaf n=1 <36> sm=[       37        0      640 ] ss=4.11e+05
    .........Split cd=2 cv=   640 nd=2 sm=[       75       21     1274 ] ss=8.148e+05
    ..........Leaf n=1 <13> sm=[       38       21      634 ] ss=4.038e+05
    ......Split cd=1 cv=-47.12 nd=7 sm=[      248      547     4805 ] ss=3.688e+06
    .......Leaf n=1 <56> sm=[       36     -308      725 ] ss=6.218e+05
    .....Split cd=2 cv= 536.5 nd=36 sm=[     1398     1467 1.087e+04 ] ss=6.134e+06
    ...........Leaf n=1 <96> sm=[       50      253      475 ] ss=2.921e+05
    ..........Split cd=1 cv= 188.1 nd=2 sm=[      101      370      942 ] ss=5.265e+05
    ...........Leaf n=1 <2> sm=[       51      117      467 ] ss=2.344e+05
    .........Split cd=2 cv=   411 nd=3 sm=[      137      549     1353 ] ss=7.288e+05
    ..........Leaf n=1 <91> sm=[       36      179      411 ] ss=2.023e+05
    ........Split cd=1 cv= 109.7 nd=5 sm=[      217      693     2073 ] ss=1.008e+06
    ..........Leaf n=1 <71> sm=[       40      109      402 ] ss=1.751e+05
    .........Split cd=2 cv=   402 nd=2 sm=[       80      144      720 ] ss=2.79e+05
    ..........Leaf n=1 <33> sm=[       40       35      318 ] ss=1.039e+05
    .......Split cd=2 cv= 272.2 nd=24 sm=[      936     1976     4489 ] ss=1.608e+06
    ...........Leaf n=1 <26> sm=[       49      198      205 ] ss=8.363e+04
    ..........Split cd=1 cv= 188.1 nd=2 sm=[       80      330      353 ] ss=1.239e+05
    ...........Leaf n=1 <50> sm=[       31      132      148 ] ss=4.029e+04
    .........Split cd=2 cv= 140.1 nd=5 sm=[      179      873      510 ] ss=2.452e+05
    ...........Leaf n=1 <53> sm=[       31      259       47 ] ss=7.025e+04
    ..........Split cd=1 cv= 188.1 nd=3 sm=[       99      543      157 ] ss=1.212e+05
    ............Leaf n=1 <65> sm=[       41      171       71 ] ss=3.596e+04
    ...........Split cd=2 cv=    71 nd=2 sm=[       68      284      110 ] ss=5.098e+04
    ............Leaf n=1 <3> sm=[       27      113       39 ] ss=1.502e+04
    ........Split cd=1 cv= 109.7 nd=19 sm=[      719     1283     2416 ] ss=6.001e+05
    ............Leaf n=1 <5> sm=[       49       61      185 ] ss=4.035e+04
    ...........Split cd=2 cv=   185 nd=3 sm=[      127      250      514 ] ss=1.158e+05
    .............Leaf n=1 <60> sm=[       50      100      157 ] ss=3.715e+04
    ............Split cd=1 cv=    89 nd=2 sm=[       78      189      329 ] ss=7.544e+04
    .............Leaf n=1 <24> sm=[       28       89      172 ] ss=3.829e+04
    ..........Split cd=1 cv= 31.28 nd=6 sm=[      239      250     1125 ] ss=2.51e+05
    ............Leaf n=1 <85> sm=[       38        0      260 ] ss=6.904e+04
    ...........Split cd=2 cv= 206.2 nd=3 sm=[      112        0      611 ] ss=1.352e+05
    .............Leaf n=1 <12> sm=[       36        0      145 ] ss=2.232e+04
    ............Split cd=1 cv=     0 nd=2 sm=[       74        0      351 ] ss=6.62e+04
    .............Leaf n=1 <8> sm=[       38        0      206 ] ss=4.388e+04
    .........Split cd=2 cv= 140.1 nd=14 sm=[      540      410     1906 ] ss=3.55e+05
    ............Leaf n=1 <52> sm=[       41      108       83 ] ss=2.023e+04
    ...........Split cd=2 cv= 74.06 nd=2 sm=[       81      141      153 ] ss=2.782e+04
    ............Leaf n=1 <59> sm=[       40       33       70 ] ss=7589
    ..........Split cd=1 cv= 31.28 nd=8 sm=[      301      160      781 ] ss=1.039e+05
    ...............Leaf n=1 <41> sm=[       30        0      127 ] ss=1.703e+04
    ..............Split cd=0 cv=    30 nd=2 sm=[       59       19      237 ] ss=3.033e+04
    ...............Leaf n=1 <18> sm=[       29       19      110 ] ss=1.33e+04
    .............Split cd=2 cv= 107.1 nd=4 sm=[      135       19      450 ] ss=5.592e+04
    ...............Leaf n=1 <10> sm=[       41        0      107 ] ss=1.313e+04
    ..............Split cd=0 cv=    41 nd=2 sm=[       76        0      213 ] ss=2.559e+04
    ...............Leaf n=1 <11> sm=[       35        0      106 ] ss=1.246e+04
    ............Split cd=1 cv=     0 nd=5 sm=[      174       19      558 ] ss=6.911e+04
    .............Leaf n=1 <21> sm=[       39        0      108 ] ss=1.318e+04
    ...........Split cd=2 cv= 74.06 nd=6 sm=[      220       19      628 ] ss=7.612e+04
    ............Leaf n=1 <61> sm=[       46        0       70 ] ss=7016
    ......Split cd=1 cv=-47.12 nd=29 sm=[     1150      920     6065 ] ss=2.445e+06
    .........Leaf n=1 <74> sm=[       31     -162      380 ] ss=1.716e+05
    ........Split cd=1 cv=-203.9 nd=2 sm=[       88     -493      911 ] ss=5.664e+05
    .........Leaf n=1 <55> sm=[       57     -331      531 ] ss=3.948e+05
    .......Split cd=2 cv= 272.2 nd=5 sm=[      214    -1056     1576 ] ss=8.371e+05
    ..........Leaf n=1 <78> sm=[       42     -189      247 ] ss=9.849e+04
    .........Split cd=2 cv=   146 nd=2 sm=[       69     -337      393 ] ss=1.424e+05
    ..........Leaf n=1 <57> sm=[       27     -148      146 ] ss=4.395e+04
    ........Split cd=1 cv=-203.9 nd=3 sm=[      126     -563      665 ] ss=2.708e+05
    .........Leaf n=1 <25> sm=[       57     -226      272 ] ss=1.283e+05
    ....Split cd=1 cv=-360.8 nd=39 sm=[     1511     -394 1.176e+04 ] ss=7.969e+06
    ......Leaf n=1 <47> sm=[       48     -471      668 ] ss=6.704e+05
    .....Split cd=2 cv= 536.5 nd=3 sm=[      113    -1861      886 ] ss=1.835e+06
    .......Leaf n=1 <19> sm=[       32     -402      135 ] ss=1.809e+05
    ......Split cd=1 cv=-674.4 nd=2 sm=[       65    -1390      218 ] ss=1.165e+06
    .......Leaf n=1 <49> sm=[       33     -988       83 ] ss=9.841e+05
================
 the cost before round is  483868913.11610246
final LP of our method
 the cost before round is  673446730.2195607
test 1.1368683772161603e-13
times =  0.5




 out method
the size of clean data is  (1000, 3)
the number of colors is 5
 the size of T is  199
 the cost before round is  498314130.575561
final LP of our method
 the cost before round is  665819080.5526992
test 1.1368683772161603e-13
times =  0.2




 out method
the size of clean data is  (1000, 3)
the number of colors is 5
 the size of T is  79
 the cost before round is  578640337.6513425
final LP of our method
 the cost before round is  702558029.352909
test 1.4210854715202004e-13
times =  0.1




 out method
the size of clean data is  (1000, 3)
the number of colors is 5
 the size of T is  39
 the cost before round is  746398247.7321392
final LP of our method
 the cost before round is  824971557.742186
test 8.526512829121202e-14
