Using config_str = bank
my test [0.0]
delta =  0.0
NIPS 19:
the size of clean data is  (100, 3)
the number of colors is 5
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:
(32, 1694, 929)
(32, 273, 97)
(30, -218, 13)
(27, -1, 60)
(55, 23, 143)
(32, 249, 258)
(34, 475, 1156)
(46, 0, 264)
(46, 216, 173)
(47, 286, 557)
(59, 2764, 237)
(37, 0, 640)
(30, 775, 124)
(57, 32, 476)
(25, 220, 68)
(27, 118, 112)
(34, 462, 1877)
(39, -540, 29)
(46, 451, 389)
(35, 147, 41)
(72, 763, 384)
(45, 998, 38)
(46, 334, 36)
(57, 7082, 69)
(29, 145, 105)
(34, 436, 118)
(55, 1649, 52)
(49, 15, 550)
(36, 356, 244)
(73, 154, 103)
(44, -1313, 104)
(38, 173, 150)
(38, 1704, 222)
(31, 11386, 356)
(44, 0, 96)
(30, 47, 11)
(48, 333, 24)
(28, 231, 568)
(44, -14, 179)
(58, 23, 91)
(23, -306, 217)
(33, 483, 280)
(42, 508, 70)
(46, -90, 270)
(55, 273, 84)
(31, 338, 155)
(42, 230, 175)
(39, 501, 289)
(60, 366, 593)
(50, 356, 198)
(30, 2145, 727)
(34, 0, 163)
(36, 506, 47)
(26, 512, 206)
(52, 118, 16)
(52, 1781, 144)
(37, 393, 567)
(34, 470, 217)
(39, -735, 144)
(32, 0, 455)
(38, 3913, 196)
(45, 2033, 123)
(31, 36, 105)
(49, 548, 115)
(45, 638, 75)
(73, 19, 509)
(43, 291, 150)
(57, -331, 531)
(44, 0, 54)
(48, 286, 166)
(40, 1325, 150)
(47, 3451, 125)
(59, 0, 425)
(32, 228, 1017)
(31, 1970, 284)
(33, 71, 107)
(25, 894, 328)
(32, 61, 529)
(42, 233, 446)
(29, 113, 328)
(39, 285, 209)
(53, 1178, 295)
(42, 92, 86)
(30, 4213, 142)
(58, 6570, 106)
(54, -182, 98)
(46, -216, 404)
(44, 576, 128)
(42, 0, 275)
(27, 213, 378)
(33, 10, 167)
(34, 184, 203)
(60, 0, 124)
(32, 180, 45)
(52, 98, 148)
(52, 693, 271)
(55, 865, 85)
(80, 8304, 712)
(40, 445, 631)
(36, 0, 108)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <33> sm=[       31    11386      356 ] ss=1.29769e+08
    ..Split cd=1 cv=  9799 nd=2 sm=[      111 1.969e+04     1068 ] ss=1.992e+08
    ...Leaf n=1 <97> sm=[       80     8304      712 ] ss=6.947e+07
    .Split cd=1 cv=  8211 nd=4 sm=[      226 3.334e+04     1243 ] ss=2.926e+08
    ...Leaf n=1 <23> sm=[       57     7082       69 ] ss=5.016e+07
    ..Split cd=1 cv=  6624 nd=2 sm=[      115 1.365e+04      175 ] ss=9.334e+07
    ...Leaf n=1 <84> sm=[       58     6570      106 ] ss=4.318e+07
    Split cd=1 cv=  5036 nd=100 sm=[     4214 7.906e+04 2.654e+04 ] ss=3.994e+08
    ....Leaf n=1 <60> sm=[       38     3913      196 ] ss=1.535e+07
    ...Split cd=2 cv=   196 nd=3 sm=[      115 1.158e+04      463 ] ss=4.505e+07
    .....Leaf n=1 <83> sm=[       30     4213      142 ] ss=1.777e+07
    ....Split cd=1 cv=  4213 nd=2 sm=[       77     7664      267 ] ss=2.97e+07
    .....Leaf n=1 <71> sm=[       47     3451      125 ] ss=1.193e+07
    ..Split cd=1 cv=  3449 nd=7 sm=[      280 2.049e+04     1834 ] ss=6.599e+07
    ....Leaf n=1 <50> sm=[       30     2145      727 ] ss=5.13e+06
    ...Split cd=2 cv=   727 nd=4 sm=[      165     8912     1371 ] ss=2.094e+07
    .....Leaf n=1 <10> sm=[       59     2764      237 ] ss=7.699e+06
    ....Split cd=1 cv=  2655 nd=3 sm=[      135     6767      644 ] ss=1.581e+07
    ......Leaf n=1 <61> sm=[       45     2033      123 ] ss=4.15e+06
    .....Split cd=1 cv=  2033 nd=2 sm=[       76     4003      407 ] ss=8.113e+06
    ......Leaf n=1 <74> sm=[       31     1970      284 ] ss=3.963e+06
    .Split cd=1 cv=  1862 nd=96 sm=[     3988 4.572e+04 2.53e+04 ] ss=1.068e+08
    .....Leaf n=1 <6> sm=[       34      475     1156 ] ss=1.563e+06
    ....Split cd=1 cv=   475 nd=2 sm=[       68      937     3033 ] ss=5.301e+06
    .....Leaf n=1 <16> sm=[       34      462     1877 ] ss=3.738e+06
    ...Split cd=2 cv=   944 nd=37 sm=[     1570 2.495e+04 1.152e+04 ] ss=3.216e+07
    ......Leaf n=1 <0> sm=[       32     1694      929 ] ss=3.734e+06
    .....Split cd=2 cv= 477.5 nd=6 sm=[      270     9331     1792 ] ss=1.587e+07
    ........Leaf n=1 <32> sm=[       38     1704      222 ] ss=2.954e+06
    .......Split cd=2 cv=   222 nd=3 sm=[      145     5134      418 ] ss=8.875e+06
    .........Leaf n=1 <55> sm=[       52     1781      144 ] ss=3.195e+06
    ........Split cd=1 cv=  1663 nd=2 sm=[      107     3430      196 ] ss=5.92e+06
    .........Leaf n=1 <26> sm=[       55     1649       52 ] ss=2.725e+06
    ......Split cd=1 cv=  1465 nd=5 sm=[      238     7637      863 ] ss=1.213e+07
    ........Leaf n=1 <81> sm=[       53     1178      295 ] ss=1.478e+06
    .......Split cd=2 cv= 244.2 nd=2 sm=[       93     2503      445 ] ss=3.257e+06
    ........Leaf n=1 <70> sm=[       40     1325      150 ] ss=1.78e+06
    ....Split cd=1 cv=  1068 nd=35 sm=[     1502 2.402e+04     8486 ] ss=2.686e+07
    .......Leaf n=1 <98> sm=[       40      445      631 ] ss=5.978e+05
    ......Split cd=1 cv=   445 nd=4 sm=[      184     1490     2348 ] ss=1.959e+06
    ........Leaf n=1 <48> sm=[       60      366      593 ] ss=4.892e+05
    .......Split cd=2 cv=   593 nd=3 sm=[      144     1045     1717 ] ss=1.361e+06
    .........Leaf n=1 <56> sm=[       37      393      567 ] ss=4.773e+05
    ........Split cd=1 cv= 359.7 nd=2 sm=[       84      679     1124 ] ss=8.716e+05
    .........Leaf n=1 <9> sm=[       47      286      557 ] ss=3.943e+05
    .....Split cd=2 cv= 477.5 nd=29 sm=[     1232 1.469e+04     6694 ] ss=1.099e+07
    .........Leaf n=1 <76> sm=[       25      894      328 ] ss=9.074e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      149     2350      983 ] ss=2.199e+06
    ..........Leaf n=1 <20> sm=[       72      763      384 ] ss=7.348e+05
    .........Split cd=2 cv= 360.9 nd=2 sm=[      124     1456      655 ] ss=1.291e+06
    ..........Leaf n=1 <95> sm=[       52      693      271 ] ss=5.564e+05
    .......Split cd=2 cv= 244.2 nd=6 sm=[      279     4988     1230 ] ss=4.573e+06
    .........Leaf n=1 <21> sm=[       45      998       38 ] ss=9.995e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      130     2638      247 ] ss=2.375e+06
    ..........Leaf n=1 <12> sm=[       30      775      124 ] ss=6.169e+05
    .........Split cd=2 cv=   124 nd=2 sm=[       85     1640      209 ] ss=1.375e+06
    ..........Leaf n=1 <96> sm=[       55      865       85 ] ss=7.585e+05
    ......Split cd=1 cv= 671.2 nd=25 sm=[     1048 1.32e+04     4346 ] ss=9.035e+06
    ..........Leaf n=1 <47> sm=[       39      501      289 ] ss=3.36e+05
    .........Split cd=2 cv=   289 nd=2 sm=[       72      984      569 ] ss=6.488e+05
    ..........Leaf n=1 <41> sm=[       33      483      280 ] ss=3.128e+05
    ........Split cd=1 cv= 472.8 nd=3 sm=[      118     1435      958 ] ss=1.006e+06
    .........Leaf n=1 <18> sm=[       46      451      389 ] ss=3.568e+05
    .......Split cd=2 cv= 244.2 nd=19 sm=[      769     8208     3116 ] ss=4.461e+06
    ...........Leaf n=1 <87> sm=[       44      576      128 ] ss=3.501e+05
    ..........Split cd=1 cv=   572 nd=2 sm=[       70     1088      334 ] ss=6.554e+05
    ...........Leaf n=1 <53> sm=[       26      512      206 ] ss=3.053e+05
    .........Split cd=2 cv= 127.6 nd=6 sm=[      242     3288      641 ] ss=1.91e+06
    ...........Leaf n=1 <64> sm=[       45      638       75 ] ss=4.147e+05
    ..........Split cd=1 cv=   572 nd=4 sm=[      172     2200      307 ] ss=1.255e+06
    .............Leaf n=1 <63> sm=[       49      548      115 ] ss=3.159e+05
    ............Split cd=1 cv= 522.4 nd=2 sm=[       91     1056      185 ] ss=5.807e+05
    .............Leaf n=1 <42> sm=[       42      508       70 ] ss=2.647e+05
    ...........Split cd=2 cv= 69.31 nd=3 sm=[      127     1562      232 ] ss=8.402e+05
    ............Leaf n=1 <52> sm=[       36      506       47 ] ss=2.595e+05
    ........Split cd=1 cv= 472.8 nd=16 sm=[      651     6773     2158 ] ss=3.456e+06
    ...........Leaf n=1 <57> sm=[       34      470      217 ] ss=2.691e+05
    ..........Split cd=1 cv= 373.6 nd=7 sm=[      281     2382     1339 ] ss=1.111e+06
    ..............Leaf n=1 <28> sm=[       36      356      244 ] ss=1.876e+05
    .............Split cd=2 cv= 215.1 nd=2 sm=[       86      712      442 ] ss=3.56e+05
    ..............Leaf n=1 <49> sm=[       50      356      198 ] ss=1.684e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      125      997      651 ] ss=4.824e+05
    .............Leaf n=1 <80> sm=[       39      285      209 ] ss=1.264e+05
    ...........Split cd=2 cv= 185.9 nd=6 sm=[      247     1912     1122 ] ss=8.424e+05
    .............Leaf n=1 <45> sm=[       31      338      155 ] ss=1.392e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      122      915      471 ] ss=3.599e+05
    ..............Leaf n=1 <69> sm=[       48      286      166 ] ss=1.117e+05
    .............Split cd=2 cv= 156.8 nd=2 sm=[       91      577      316 ] ss=2.207e+05
    ..............Leaf n=1 <66> sm=[       43      291      150 ] ss=1.09e+05
    .........Split cd=2 cv= 127.6 nd=10 sm=[      409     3485     1517 ] ss=1.545e+06
    ...........Leaf n=1 <25> sm=[       34      436      118 ] ss=2.052e+05
    ..........Split cd=1 cv= 373.6 nd=3 sm=[      128     1103      178 ] ss=4.339e+05
    ............Leaf n=1 <22> sm=[       46      334       36 ] ss=1.15e+05
    ...........Split cd=2 cv=    36 nd=2 sm=[       94      667       60 ] ss=2.287e+05
    ............Leaf n=1 <36> sm=[       48      333       24 ] ss=1.138e+05
    ..Split cd=1 cv= 274.4 nd=89 sm=[     3708 2.523e+04 2.346e+04 ] ss=4.083e+07
    ....Leaf n=1 <73> sm=[       32      228     1017 ] ss=1.087e+06
    ...Split cd=2 cv=   944 nd=52 sm=[     2138      279 1.194e+04 ] ss=8.674e+06
    ........Leaf n=1 <11> sm=[       37        0      640 ] ss=4.11e+05
    .......Split cd=2 cv=   640 nd=5 sm=[      219      326     2796 ] ss=1.642e+06
    .........Leaf n=1 <37> sm=[       28      231      568 ] ss=3.768e+05
    ........Split cd=1 cv= 75.95 nd=4 sm=[      182      326     2156 ] ss=1.231e+06
    ...........Leaf n=1 <77> sm=[       32       61      529 ] ss=2.846e+05
    ..........Split cd=2 cv=   529 nd=2 sm=[      105       80     1038 ] ss=5.494e+05
    ...........Leaf n=1 <65> sm=[       73       19      509 ] ss=2.648e+05
    .........Split cd=1 cv=    15 nd=3 sm=[      154       95     1588 ] ss=8.545e+05
    ..........Leaf n=1 <27> sm=[       49       15      550 ] ss=3.051e+05
    ......Split cd=1 cv=-122.5 nd=6 sm=[      276       -5     3327 ] ss=2.037e+06
    .......Leaf n=1 <67> sm=[       57     -331      531 ] ss=3.948e+05
    .....Split cd=2 cv= 477.5 nd=48 sm=[     1984     2639 1.065e+04 ] ss=4.994e+06
    ...........Leaf n=1 <78> sm=[       42      233      446 ] ss=2.55e+05
    ..........Split cd=1 cv=   213 nd=2 sm=[       69      446      824 ] ss=4.44e+05
    ...........Leaf n=1 <89> sm=[       27      213      378 ] ss=1.89e+05
    .........Split cd=2 cv= 360.9 nd=4 sm=[      130      808     1410 ] ss=6.947e+05
    ...........Leaf n=1 <5> sm=[       32      249      258 ] ss=1.296e+05
    ..........Split cd=1 cv= 175.2 nd=2 sm=[       61      362      586 ] ss=2.508e+05
    ...........Leaf n=1 <79> sm=[       29      113      328 ] ss=1.212e+05
    ........Split cd=1 cv= 75.95 nd=10 sm=[      412      750     3575 ] ss=1.55e+06
    ............Leaf n=1 <13> sm=[       57       32      476 ] ss=2.308e+05
    ...........Split cd=2 cv=   455 nd=2 sm=[       89       32      931 ] ss=4.389e+05
    ............Leaf n=1 <59> sm=[       32        0      455 ] ss=2.08e+05
    ..........Split cd=1 cv=     0 nd=3 sm=[      148       32     1356 ] ss=6.23e+05
    ...........Leaf n=1 <72> sm=[       59        0      425 ] ss=1.841e+05
    .........Split cd=2 cv= 360.9 nd=6 sm=[      282      -58     2165 ] ss=8.553e+05
    ............Leaf n=1 <88> sm=[       42        0      275 ] ss=7.739e+04
    ...........Split cd=2 cv=   275 nd=2 sm=[       88        0      539 ] ss=1.492e+05
    ............Leaf n=1 <7> sm=[       46        0      264 ] ss=7.181e+04
    ..........Split cd=1 cv=-23.26 nd=3 sm=[      134      -90      809 ] ss=2.323e+05
    ...........Leaf n=1 <43> sm=[       46      -90      270 ] ss=8.312e+04
    .......Split cd=2 cv= 244.2 nd=38 sm=[     1555     3566     6589 ] ss=2.509e+06
    ............Leaf n=1 <91> sm=[       34      184      203 ] ss=7.622e+04
    ...........Split cd=2 cv= 185.9 nd=3 sm=[      122      630      551 ] ss=2.402e+05
    .............Leaf n=1 <46> sm=[       42      230      175 ] ss=8.529e+04
    ............Split cd=1 cv= 224.8 nd=2 sm=[       88      446      348 ] ss=1.64e+05
    .............Leaf n=1 <8> sm=[       46      216      173 ] ss=7.87e+04
    ..........Split cd=1 cv= 175.2 nd=5 sm=[      212      901      849 ] ss=3.283e+05
    ............Leaf n=1 <31> sm=[       38      173      150 ] ss=5.387e+04
    ...........Split cd=2 cv=   150 nd=2 sm=[       90      271      298 ] ss=8.808e+04
    ............Leaf n=1 <94> sm=[       52       98      148 ] ss=3.421e+04
    .........Split cd=2 cv= 127.6 nd=15 sm=[      614     2621     1606 ] ss=7.457e+05
    .............Leaf n=1 <44> sm=[       55      273       84 ] ss=8.461e+04
    ............Split cd=1 cv=   273 nd=2 sm=[       87      546      181 ] ss=1.696e+05
    .............Leaf n=1 <1> sm=[       32      273       97 ] ss=8.496e+04
    ...........Split cd=2 cv= 69.31 nd=4 sm=[      144      946      294 ] ss=2.587e+05
    .............Leaf n=1 <14> sm=[       25      220       68 ] ss=5.365e+04
    ............Split cd=1 cv=   220 nd=2 sm=[       57      400      113 ] ss=8.91e+04
    .............Leaf n=1 <93> sm=[       32      180       45 ] ss=3.545e+04
    ..........Split cd=1 cv= 175.2 nd=10 sm=[      402     1720      757 ] ss=4.174e+05
    ..............Leaf n=1 <24> sm=[       29      145      105 ] ss=3.289e+04
    .............Split cd=2 cv=   103 nd=2 sm=[      102      299      208 ] ss=7.254e+04
    ..............Leaf n=1 <29> sm=[       73      154      103 ] ss=3.965e+04
    ............Split cd=1 cv= 125.6 nd=4 sm=[      171      509      406 ] ss=1.174e+05
    ..............Leaf n=1 <15> sm=[       27      118      112 ] ss=2.72e+04
    .............Split cd=2 cv= 98.47 nd=2 sm=[       69      210      198 ] ss=4.482e+04
    ..............Leaf n=1 <82> sm=[       42       92       86 ] ss=1.762e+04
    ...........Split cd=2 cv= 69.31 nd=6 sm=[      258      774      463 ] ss=1.588e+05
    .............Leaf n=1 <19> sm=[       35      147       41 ] ss=2.452e+04
    ............Split cd=1 cv= 125.6 nd=2 sm=[       87      265       57 ] ss=4.14e+04
    .............Leaf n=1 <54> sm=[       52      118       16 ] ss=1.688e+04
    ........Split cd=1 cv= 75.95 nd=28 sm=[     1143     2816     3014 ] ss=9.592e+05
    ............Leaf n=1 <90> sm=[       33       10      167 ] ss=2.908e+04
    ...........Split cd=2 cv=   167 nd=3 sm=[      122       33      473 ] ss=8.081e+04
    .............Leaf n=1 <4> sm=[       55       23      143 ] ss=2.4e+04
    ............Split cd=1 cv=    23 nd=2 sm=[       89       23      306 ] ss=5.173e+04
    .............Leaf n=1 <51> sm=[       34        0      163 ] ss=2.772e+04
    ..........Split cd=1 cv=   -14 nd=4 sm=[      166       19      652 ] ss=1.15e+05
    ...........Leaf n=1 <38> sm=[       44      -14      179 ] ss=3.417e+04
    .........Split cd=2 cv= 127.6 nd=13 sm=[      529      195     1408 ] ss=2.135e+05
    .............Leaf n=1 <75> sm=[       33       71      107 ] ss=1.758e+04
    ............Split cd=1 cv= 37.48 nd=6 sm=[      262      130      631 ] ss=8.612e+04
    ...............Leaf n=1 <92> sm=[       60        0      124 ] ss=1.898e+04
    ..............Split cd=0 cv=  51.5 nd=3 sm=[      127       36      337 ] ss=4.522e+04
    ................Leaf n=1 <62> sm=[       31       36      105 ] ss=1.328e+04
    ...............Split cd=1 cv= 18.24 nd=2 sm=[       67       36      213 ] ss=2.624e+04
    ................Leaf n=1 <99> sm=[       36        0      108 ] ss=1.296e+04
    .............Split cd=2 cv= 98.47 nd=5 sm=[      229       59      524 ] ss=6.854e+04
    ...............Leaf n=1 <39> sm=[       58       23       91 ] ss=1.217e+04
    ..............Split cd=0 cv=  51.5 nd=2 sm=[      102       23      187 ] ss=2.333e+04
    ...............Leaf n=1 <34> sm=[       44        0       96 ] ss=1.115e+04
    ...........Split cd=2 cv= 69.31 nd=8 sm=[      336      177      696 ] ss=9.42e+04
    .............Leaf n=1 <35> sm=[       30       47       11 ] ss=3230
    ............Split cd=1 cv= 37.48 nd=2 sm=[       74       47       65 ] ss=8082
    .............Leaf n=1 <68> sm=[       44        0       54 ] ss=4852
    ..........Split cd=1 cv=    -1 nd=9 sm=[      363      176      756 ] ss=9.854e+04
    ...........Leaf n=1 <3> sm=[       27       -1       60 ] ss=4330
    ......Split cd=1 cv=-122.5 nd=42 sm=[     1708     2644     7321 ] ss=2.957e+06
    ........Leaf n=1 <86> sm=[       46     -216      404 ] ss=2.12e+05
    .......Split cd=2 cv= 244.2 nd=4 sm=[      153     -922      732 ] ss=4.475e+05
    ..........Leaf n=1 <85> sm=[       54     -182       98 ] ss=4.564e+04
    .........Split cd=2 cv=    98 nd=2 sm=[       84     -400      111 ] ss=9.424e+04
    ..........Leaf n=1 <2> sm=[       30     -218       13 ] ss=4.859e+04
    ........Split cd=1 cv=  -306 nd=3 sm=[      107     -706      328 ] ss=2.355e+05
    .........Leaf n=1 <40> sm=[       23     -306      217 ] ss=1.413e+05
    ....Split cd=1 cv=-519.3 nd=51 sm=[     2106       51 1.092e+04 ] ss=7.587e+06
    ......Leaf n=1 <58> sm=[       39     -735      144 ] ss=5.625e+05
    .....Split cd=2 cv=   144 nd=3 sm=[      122    -2588      277 ] ss=2.593e+06
    .......Leaf n=1 <17> sm=[       39     -540       29 ] ss=2.94e+05
    ......Split cd=1 cv=-916.2 nd=2 sm=[       83    -1853      133 ] ss=2.031e+06
    .......Leaf n=1 <30> sm=[       44    -1313      104 ] ss=1.737e+06
================
open file successfully.
Data Points:
(32, 1694, 929)
(32, 273, 97)
(30, -218, 13)
(27, -1, 60)
(55, 23, 143)
(32, 249, 258)
(34, 475, 1156)
(46, 0, 264)
(46, 216, 173)
(47, 286, 557)
(59, 2764, 237)
(37, 0, 640)
(30, 775, 124)
(57, 32, 476)
(25, 220, 68)
(27, 118, 112)
(34, 462, 1877)
(39, -540, 29)
(46, 451, 389)
(35, 147, 41)
(72, 763, 384)
(45, 998, 38)
(46, 334, 36)
(57, 7082, 69)
(29, 145, 105)
(34, 436, 118)
(55, 1649, 52)
(49, 15, 550)
(36, 356, 244)
(73, 154, 103)
(44, -1313, 104)
(38, 173, 150)
(38, 1704, 222)
(31, 11386, 356)
(44, 0, 96)
(30, 47, 11)
(48, 333, 24)
(28, 231, 568)
(44, -14, 179)
(58, 23, 91)
(23, -306, 217)
(33, 483, 280)
(42, 508, 70)
(46, -90, 270)
(55, 273, 84)
(31, 338, 155)
(42, 230, 175)
(39, 501, 289)
(60, 366, 593)
(50, 356, 198)
(30, 2145, 727)
(34, 0, 163)
(36, 506, 47)
(26, 512, 206)
(52, 118, 16)
(52, 1781, 144)
(37, 393, 567)
(34, 470, 217)
(39, -735, 144)
(32, 0, 455)
(38, 3913, 196)
(45, 2033, 123)
(31, 36, 105)
(49, 548, 115)
(45, 638, 75)
(73, 19, 509)
(43, 291, 150)
(57, -331, 531)
(44, 0, 54)
(48, 286, 166)
(40, 1325, 150)
(47, 3451, 125)
(59, 0, 425)
(32, 228, 1017)
(31, 1970, 284)
(33, 71, 107)
(25, 894, 328)
(32, 61, 529)
(42, 233, 446)
(29, 113, 328)
(39, 285, 209)
(53, 1178, 295)
(42, 92, 86)
(30, 4213, 142)
(58, 6570, 106)
(54, -182, 98)
(46, -216, 404)
(44, 576, 128)
(42, 0, 275)
(27, 213, 378)
(33, 10, 167)
(34, 184, 203)
(60, 0, 124)
(32, 180, 45)
(52, 98, 148)
(52, 693, 271)
(55, 865, 85)
(80, 8304, 712)
(40, 445, 631)
(36, 0, 108)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <33> sm=[       31    11386      356 ] ss=1.29769e+08
    ..Split cd=1 cv=  9799 nd=2 sm=[      111 1.969e+04     1068 ] ss=1.992e+08
    ...Leaf n=1 <97> sm=[       80     8304      712 ] ss=6.947e+07
    .Split cd=1 cv=  8211 nd=4 sm=[      226 3.334e+04     1243 ] ss=2.926e+08
    ...Leaf n=1 <23> sm=[       57     7082       69 ] ss=5.016e+07
    ..Split cd=1 cv=  6624 nd=2 sm=[      115 1.365e+04      175 ] ss=9.334e+07
    ...Leaf n=1 <84> sm=[       58     6570      106 ] ss=4.318e+07
    Split cd=1 cv=  5036 nd=100 sm=[     4214 7.906e+04 2.654e+04 ] ss=3.994e+08
    ....Leaf n=1 <60> sm=[       38     3913      196 ] ss=1.535e+07
    ...Split cd=2 cv=   196 nd=3 sm=[      115 1.158e+04      463 ] ss=4.505e+07
    .....Leaf n=1 <83> sm=[       30     4213      142 ] ss=1.777e+07
    ....Split cd=1 cv=  4213 nd=2 sm=[       77     7664      267 ] ss=2.97e+07
    .....Leaf n=1 <71> sm=[       47     3451      125 ] ss=1.193e+07
    ..Split cd=1 cv=  3449 nd=7 sm=[      280 2.049e+04     1834 ] ss=6.599e+07
    ....Leaf n=1 <50> sm=[       30     2145      727 ] ss=5.13e+06
    ...Split cd=2 cv=   727 nd=4 sm=[      165     8912     1371 ] ss=2.094e+07
    .....Leaf n=1 <10> sm=[       59     2764      237 ] ss=7.699e+06
    ....Split cd=1 cv=  2655 nd=3 sm=[      135     6767      644 ] ss=1.581e+07
    ......Leaf n=1 <61> sm=[       45     2033      123 ] ss=4.15e+06
    .....Split cd=1 cv=  2033 nd=2 sm=[       76     4003      407 ] ss=8.113e+06
    ......Leaf n=1 <74> sm=[       31     1970      284 ] ss=3.963e+06
    .Split cd=1 cv=  1862 nd=96 sm=[     3988 4.572e+04 2.53e+04 ] ss=1.068e+08
    .....Leaf n=1 <6> sm=[       34      475     1156 ] ss=1.563e+06
    ....Split cd=1 cv=   475 nd=2 sm=[       68      937     3033 ] ss=5.301e+06
    .....Leaf n=1 <16> sm=[       34      462     1877 ] ss=3.738e+06
    ...Split cd=2 cv=   944 nd=37 sm=[     1570 2.495e+04 1.152e+04 ] ss=3.216e+07
    ......Leaf n=1 <0> sm=[       32     1694      929 ] ss=3.734e+06
    .....Split cd=2 cv= 477.5 nd=6 sm=[      270     9331     1792 ] ss=1.587e+07
    ........Leaf n=1 <32> sm=[       38     1704      222 ] ss=2.954e+06
    .......Split cd=2 cv=   222 nd=3 sm=[      145     5134      418 ] ss=8.875e+06
    .........Leaf n=1 <55> sm=[       52     1781      144 ] ss=3.195e+06
    ........Split cd=1 cv=  1663 nd=2 sm=[      107     3430      196 ] ss=5.92e+06
    .........Leaf n=1 <26> sm=[       55     1649       52 ] ss=2.725e+06
    ......Split cd=1 cv=  1465 nd=5 sm=[      238     7637      863 ] ss=1.213e+07
    ........Leaf n=1 <81> sm=[       53     1178      295 ] ss=1.478e+06
    .......Split cd=2 cv= 244.2 nd=2 sm=[       93     2503      445 ] ss=3.257e+06
    ........Leaf n=1 <70> sm=[       40     1325      150 ] ss=1.78e+06
    ....Split cd=1 cv=  1068 nd=35 sm=[     1502 2.402e+04     8486 ] ss=2.686e+07
    .......Leaf n=1 <98> sm=[       40      445      631 ] ss=5.978e+05
    ......Split cd=1 cv=   445 nd=4 sm=[      184     1490     2348 ] ss=1.959e+06
    ........Leaf n=1 <48> sm=[       60      366      593 ] ss=4.892e+05
    .......Split cd=2 cv=   593 nd=3 sm=[      144     1045     1717 ] ss=1.361e+06
    .........Leaf n=1 <56> sm=[       37      393      567 ] ss=4.773e+05
    ........Split cd=1 cv= 359.7 nd=2 sm=[       84      679     1124 ] ss=8.716e+05
    .........Leaf n=1 <9> sm=[       47      286      557 ] ss=3.943e+05
    .....Split cd=2 cv= 477.5 nd=29 sm=[     1232 1.469e+04     6694 ] ss=1.099e+07
    .........Leaf n=1 <76> sm=[       25      894      328 ] ss=9.074e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      149     2350      983 ] ss=2.199e+06
    ..........Leaf n=1 <20> sm=[       72      763      384 ] ss=7.348e+05
    .........Split cd=2 cv= 360.9 nd=2 sm=[      124     1456      655 ] ss=1.291e+06
    ..........Leaf n=1 <95> sm=[       52      693      271 ] ss=5.564e+05
    .......Split cd=2 cv= 244.2 nd=6 sm=[      279     4988     1230 ] ss=4.573e+06
    .........Leaf n=1 <21> sm=[       45      998       38 ] ss=9.995e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      130     2638      247 ] ss=2.375e+06
    ..........Leaf n=1 <12> sm=[       30      775      124 ] ss=6.169e+05
    .........Split cd=2 cv=   124 nd=2 sm=[       85     1640      209 ] ss=1.375e+06
    ..........Leaf n=1 <96> sm=[       55      865       85 ] ss=7.585e+05
    ......Split cd=1 cv= 671.2 nd=25 sm=[     1048 1.32e+04     4346 ] ss=9.035e+06
    ..........Leaf n=1 <47> sm=[       39      501      289 ] ss=3.36e+05
    .........Split cd=2 cv=   289 nd=2 sm=[       72      984      569 ] ss=6.488e+05
    ..........Leaf n=1 <41> sm=[       33      483      280 ] ss=3.128e+05
    ........Split cd=1 cv= 472.8 nd=3 sm=[      118     1435      958 ] ss=1.006e+06
    .........Leaf n=1 <18> sm=[       46      451      389 ] ss=3.568e+05
    .......Split cd=2 cv= 244.2 nd=19 sm=[      769     8208     3116 ] ss=4.461e+06
    ...........Leaf n=1 <87> sm=[       44      576      128 ] ss=3.501e+05
    ..........Split cd=1 cv=   572 nd=2 sm=[       70     1088      334 ] ss=6.554e+05
    ...........Leaf n=1 <53> sm=[       26      512      206 ] ss=3.053e+05
    .........Split cd=2 cv= 127.6 nd=6 sm=[      242     3288      641 ] ss=1.91e+06
    ...........Leaf n=1 <64> sm=[       45      638       75 ] ss=4.147e+05
    ..........Split cd=1 cv=   572 nd=4 sm=[      172     2200      307 ] ss=1.255e+06
    .............Leaf n=1 <63> sm=[       49      548      115 ] ss=3.159e+05
    ............Split cd=1 cv= 522.4 nd=2 sm=[       91     1056      185 ] ss=5.807e+05
    .............Leaf n=1 <42> sm=[       42      508       70 ] ss=2.647e+05
    ...........Split cd=2 cv= 69.31 nd=3 sm=[      127     1562      232 ] ss=8.402e+05
    ............Leaf n=1 <52> sm=[       36      506       47 ] ss=2.595e+05
    ........Split cd=1 cv= 472.8 nd=16 sm=[      651     6773     2158 ] ss=3.456e+06
    ...........Leaf n=1 <57> sm=[       34      470      217 ] ss=2.691e+05
    ..........Split cd=1 cv= 373.6 nd=7 sm=[      281     2382     1339 ] ss=1.111e+06
    ..............Leaf n=1 <28> sm=[       36      356      244 ] ss=1.876e+05
    .............Split cd=2 cv= 215.1 nd=2 sm=[       86      712      442 ] ss=3.56e+05
    ..............Leaf n=1 <49> sm=[       50      356      198 ] ss=1.684e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      125      997      651 ] ss=4.824e+05
    .............Leaf n=1 <80> sm=[       39      285      209 ] ss=1.264e+05
    ...........Split cd=2 cv= 185.9 nd=6 sm=[      247     1912     1122 ] ss=8.424e+05
    .............Leaf n=1 <45> sm=[       31      338      155 ] ss=1.392e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      122      915      471 ] ss=3.599e+05
    ..............Leaf n=1 <69> sm=[       48      286      166 ] ss=1.117e+05
    .............Split cd=2 cv= 156.8 nd=2 sm=[       91      577      316 ] ss=2.207e+05
    ..............Leaf n=1 <66> sm=[       43      291      150 ] ss=1.09e+05
    .........Split cd=2 cv= 127.6 nd=10 sm=[      409     3485     1517 ] ss=1.545e+06
    ...........Leaf n=1 <25> sm=[       34      436      118 ] ss=2.052e+05
    ..........Split cd=1 cv= 373.6 nd=3 sm=[      128     1103      178 ] ss=4.339e+05
    ............Leaf n=1 <22> sm=[       46      334       36 ] ss=1.15e+05
    ...........Split cd=2 cv=    36 nd=2 sm=[       94      667       60 ] ss=2.287e+05
    ............Leaf n=1 <36> sm=[       48      333       24 ] ss=1.138e+05
    ..Split cd=1 cv= 274.4 nd=89 sm=[     3708 2.523e+04 2.346e+04 ] ss=4.083e+07
    ....Leaf n=1 <73> sm=[       32      228     1017 ] ss=1.087e+06
    ...Split cd=2 cv=   944 nd=52 sm=[     2138      279 1.194e+04 ] ss=8.674e+06
    ........Leaf n=1 <11> sm=[       37        0      640 ] ss=4.11e+05
    .......Split cd=2 cv=   640 nd=5 sm=[      219      326     2796 ] ss=1.642e+06
    .........Leaf n=1 <37> sm=[       28      231      568 ] ss=3.768e+05
    ........Split cd=1 cv= 75.95 nd=4 sm=[      182      326     2156 ] ss=1.231e+06
    ...........Leaf n=1 <77> sm=[       32       61      529 ] ss=2.846e+05
    ..........Split cd=2 cv=   529 nd=2 sm=[      105       80     1038 ] ss=5.494e+05
    ...........Leaf n=1 <65> sm=[       73       19      509 ] ss=2.648e+05
    .........Split cd=1 cv=    15 nd=3 sm=[      154       95     1588 ] ss=8.545e+05
    ..........Leaf n=1 <27> sm=[       49       15      550 ] ss=3.051e+05
    ......Split cd=1 cv=-122.5 nd=6 sm=[      276       -5     3327 ] ss=2.037e+06
    .......Leaf n=1 <67> sm=[       57     -331      531 ] ss=3.948e+05
    .....Split cd=2 cv= 477.5 nd=48 sm=[     1984     2639 1.065e+04 ] ss=4.994e+06
    ...........Leaf n=1 <78> sm=[       42      233      446 ] ss=2.55e+05
    ..........Split cd=1 cv=   213 nd=2 sm=[       69      446      824 ] ss=4.44e+05
    ...........Leaf n=1 <89> sm=[       27      213      378 ] ss=1.89e+05
    .........Split cd=2 cv= 360.9 nd=4 sm=[      130      808     1410 ] ss=6.947e+05
    ...........Leaf n=1 <5> sm=[       32      249      258 ] ss=1.296e+05
    ..........Split cd=1 cv= 175.2 nd=2 sm=[       61      362      586 ] ss=2.508e+05
    ...........Leaf n=1 <79> sm=[       29      113      328 ] ss=1.212e+05
    ........Split cd=1 cv= 75.95 nd=10 sm=[      412      750     3575 ] ss=1.55e+06
    ............Leaf n=1 <13> sm=[       57       32      476 ] ss=2.308e+05
    ...........Split cd=2 cv=   455 nd=2 sm=[       89       32      931 ] ss=4.389e+05
    ............Leaf n=1 <59> sm=[       32        0      455 ] ss=2.08e+05
    ..........Split cd=1 cv=     0 nd=3 sm=[      148       32     1356 ] ss=6.23e+05
    ...........Leaf n=1 <72> sm=[       59        0      425 ] ss=1.841e+05
    .........Split cd=2 cv= 360.9 nd=6 sm=[      282      -58     2165 ] ss=8.553e+05
    ............Leaf n=1 <88> sm=[       42        0      275 ] ss=7.739e+04
    ...........Split cd=2 cv=   275 nd=2 sm=[       88        0      539 ] ss=1.492e+05
    ............Leaf n=1 <7> sm=[       46        0      264 ] ss=7.181e+04
    ..........Split cd=1 cv=-23.26 nd=3 sm=[      134      -90      809 ] ss=2.323e+05
    ...........Leaf n=1 <43> sm=[       46      -90      270 ] ss=8.312e+04
    .......Split cd=2 cv= 244.2 nd=38 sm=[     1555     3566     6589 ] ss=2.509e+06
    ............Leaf n=1 <91> sm=[       34      184      203 ] ss=7.622e+04
    ...........Split cd=2 cv= 185.9 nd=3 sm=[      122      630      551 ] ss=2.402e+05
    .............Leaf n=1 <46> sm=[       42      230      175 ] ss=8.529e+04
    ............Split cd=1 cv= 224.8 nd=2 sm=[       88      446      348 ] ss=1.64e+05
    .............Leaf n=1 <8> sm=[       46      216      173 ] ss=7.87e+04
    ..........Split cd=1 cv= 175.2 nd=5 sm=[      212      901      849 ] ss=3.283e+05
    ............Leaf n=1 <31> sm=[       38      173      150 ] ss=5.387e+04
    ...........Split cd=2 cv=   150 nd=2 sm=[       90      271      298 ] ss=8.808e+04
    ............Leaf n=1 <94> sm=[       52       98      148 ] ss=3.421e+04
    .........Split cd=2 cv= 127.6 nd=15 sm=[      614     2621     1606 ] ss=7.457e+05
    .............Leaf n=1 <44> sm=[       55      273       84 ] ss=8.461e+04
    ............Split cd=1 cv=   273 nd=2 sm=[       87      546      181 ] ss=1.696e+05
    .............Leaf n=1 <1> sm=[       32      273       97 ] ss=8.496e+04
    ...........Split cd=2 cv= 69.31 nd=4 sm=[      144      946      294 ] ss=2.587e+05
    .............Leaf n=1 <14> sm=[       25      220       68 ] ss=5.365e+04
    ............Split cd=1 cv=   220 nd=2 sm=[       57      400      113 ] ss=8.91e+04
    .............Leaf n=1 <93> sm=[       32      180       45 ] ss=3.545e+04
    ..........Split cd=1 cv= 175.2 nd=10 sm=[      402     1720      757 ] ss=4.174e+05
    ..............Leaf n=1 <24> sm=[       29      145      105 ] ss=3.289e+04
    .............Split cd=2 cv=   103 nd=2 sm=[      102      299      208 ] ss=7.254e+04
    ..............Leaf n=1 <29> sm=[       73      154      103 ] ss=3.965e+04
    ............Split cd=1 cv= 125.6 nd=4 sm=[      171      509      406 ] ss=1.174e+05
    ..............Leaf n=1 <15> sm=[       27      118      112 ] ss=2.72e+04
    .............Split cd=2 cv= 98.47 nd=2 sm=[       69      210      198 ] ss=4.482e+04
    ..............Leaf n=1 <82> sm=[       42       92       86 ] ss=1.762e+04
    ...........Split cd=2 cv= 69.31 nd=6 sm=[      258      774      463 ] ss=1.588e+05
    .............Leaf n=1 <19> sm=[       35      147       41 ] ss=2.452e+04
    ............Split cd=1 cv= 125.6 nd=2 sm=[       87      265       57 ] ss=4.14e+04
    .............Leaf n=1 <54> sm=[       52      118       16 ] ss=1.688e+04
    ........Split cd=1 cv= 75.95 nd=28 sm=[     1143     2816     3014 ] ss=9.592e+05
    ............Leaf n=1 <90> sm=[       33       10      167 ] ss=2.908e+04
    ...........Split cd=2 cv=   167 nd=3 sm=[      122       33      473 ] ss=8.081e+04
    .............Leaf n=1 <4> sm=[       55       23      143 ] ss=2.4e+04
    ............Split cd=1 cv=    23 nd=2 sm=[       89       23      306 ] ss=5.173e+04
    .............Leaf n=1 <51> sm=[       34        0      163 ] ss=2.772e+04
    ..........Split cd=1 cv=   -14 nd=4 sm=[      166       19      652 ] ss=1.15e+05
    ...........Leaf n=1 <38> sm=[       44      -14      179 ] ss=3.417e+04
    .........Split cd=2 cv= 127.6 nd=13 sm=[      529      195     1408 ] ss=2.135e+05
    .............Leaf n=1 <75> sm=[       33       71      107 ] ss=1.758e+04
    ............Split cd=1 cv= 37.48 nd=6 sm=[      262      130      631 ] ss=8.612e+04
    ...............Leaf n=1 <92> sm=[       60        0      124 ] ss=1.898e+04
    ..............Split cd=0 cv=  51.5 nd=3 sm=[      127       36      337 ] ss=4.522e+04
    ................Leaf n=1 <62> sm=[       31       36      105 ] ss=1.328e+04
    ...............Split cd=1 cv= 18.24 nd=2 sm=[       67       36      213 ] ss=2.624e+04
    ................Leaf n=1 <99> sm=[       36        0      108 ] ss=1.296e+04
    .............Split cd=2 cv= 98.47 nd=5 sm=[      229       59      524 ] ss=6.854e+04
    ...............Leaf n=1 <39> sm=[       58       23       91 ] ss=1.217e+04
    ..............Split cd=0 cv=  51.5 nd=2 sm=[      102       23      187 ] ss=2.333e+04
    ...............Leaf n=1 <34> sm=[       44        0       96 ] ss=1.115e+04
    ...........Split cd=2 cv= 69.31 nd=8 sm=[      336      177      696 ] ss=9.42e+04
    .............Leaf n=1 <35> sm=[       30       47       11 ] ss=3230
    ............Split cd=1 cv= 37.48 nd=2 sm=[       74       47       65 ] ss=8082
    .............Leaf n=1 <68> sm=[       44        0       54 ] ss=4852
    ..........Split cd=1 cv=    -1 nd=9 sm=[      363      176      756 ] ss=9.854e+04
    ...........Leaf n=1 <3> sm=[       27       -1       60 ] ss=4330
    ......Split cd=1 cv=-122.5 nd=42 sm=[     1708     2644     7321 ] ss=2.957e+06
    ........Leaf n=1 <86> sm=[       46     -216      404 ] ss=2.12e+05
    .......Split cd=2 cv= 244.2 nd=4 sm=[      153     -922      732 ] ss=4.475e+05
    ..........Leaf n=1 <85> sm=[       54     -182       98 ] ss=4.564e+04
    .........Split cd=2 cv=    98 nd=2 sm=[       84     -400      111 ] ss=9.424e+04
    ..........Leaf n=1 <2> sm=[       30     -218       13 ] ss=4.859e+04
    ........Split cd=1 cv=  -306 nd=3 sm=[      107     -706      328 ] ss=2.355e+05
    .........Leaf n=1 <40> sm=[       23     -306      217 ] ss=1.413e+05
    ....Split cd=1 cv=-519.3 nd=51 sm=[     2106       51 1.092e+04 ] ss=7.587e+06
    ......Leaf n=1 <58> sm=[       39     -735      144 ] ss=5.625e+05
    .....Split cd=2 cv=   144 nd=3 sm=[      122    -2588      277 ] ss=2.593e+06
    .......Leaf n=1 <17> sm=[       39     -540       29 ] ss=2.94e+05
    ......Split cd=1 cv=-916.2 nd=2 sm=[       83    -1853      133 ] ss=2.031e+06
    .......Leaf n=1 <30> sm=[       44    -1313      104 ] ss=1.737e+06
================
open file successfully.
Data Points:
(32, 1694, 929)
(32, 273, 97)
(30, -218, 13)
(27, -1, 60)
(55, 23, 143)
(32, 249, 258)
(34, 475, 1156)
(46, 0, 264)
(46, 216, 173)
(47, 286, 557)
(59, 2764, 237)
(37, 0, 640)
(30, 775, 124)
(57, 32, 476)
(25, 220, 68)
(27, 118, 112)
(34, 462, 1877)
(39, -540, 29)
(46, 451, 389)
(35, 147, 41)
(72, 763, 384)
(45, 998, 38)
(46, 334, 36)
(57, 7082, 69)
(29, 145, 105)
(34, 436, 118)
(55, 1649, 52)
(49, 15, 550)
(36, 356, 244)
(73, 154, 103)
(44, -1313, 104)
(38, 173, 150)
(38, 1704, 222)
(31, 11386, 356)
(44, 0, 96)
(30, 47, 11)
(48, 333, 24)
(28, 231, 568)
(44, -14, 179)
(58, 23, 91)
(23, -306, 217)
(33, 483, 280)
(42, 508, 70)
(46, -90, 270)
(55, 273, 84)
(31, 338, 155)
(42, 230, 175)
(39, 501, 289)
(60, 366, 593)
(50, 356, 198)
(30, 2145, 727)
(34, 0, 163)
(36, 506, 47)
(26, 512, 206)
(52, 118, 16)
(52, 1781, 144)
(37, 393, 567)
(34, 470, 217)
(39, -735, 144)
(32, 0, 455)
(38, 3913, 196)
(45, 2033, 123)
(31, 36, 105)
(49, 548, 115)
(45, 638, 75)
(73, 19, 509)
(43, 291, 150)
(57, -331, 531)
(44, 0, 54)
(48, 286, 166)
(40, 1325, 150)
(47, 3451, 125)
(59, 0, 425)
(32, 228, 1017)
(31, 1970, 284)
(33, 71, 107)
(25, 894, 328)
(32, 61, 529)
(42, 233, 446)
(29, 113, 328)
(39, 285, 209)
(53, 1178, 295)
(42, 92, 86)
(30, 4213, 142)
(58, 6570, 106)
(54, -182, 98)
(46, -216, 404)
(44, 576, 128)
(42, 0, 275)
(27, 213, 378)
(33, 10, 167)
(34, 184, 203)
(60, 0, 124)
(32, 180, 45)
(52, 98, 148)
(52, 693, 271)
(55, 865, 85)
(80, 8304, 712)
(40, 445, 631)
(36, 0, 108)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <33> sm=[       31    11386      356 ] ss=1.29769e+08
    ..Split cd=1 cv=  9799 nd=2 sm=[      111 1.969e+04     1068 ] ss=1.992e+08
    ...Leaf n=1 <97> sm=[       80     8304      712 ] ss=6.947e+07
    .Split cd=1 cv=  8211 nd=4 sm=[      226 3.334e+04     1243 ] ss=2.926e+08
    ...Leaf n=1 <23> sm=[       57     7082       69 ] ss=5.016e+07
    ..Split cd=1 cv=  6624 nd=2 sm=[      115 1.365e+04      175 ] ss=9.334e+07
    ...Leaf n=1 <84> sm=[       58     6570      106 ] ss=4.318e+07
    Split cd=1 cv=  5036 nd=100 sm=[     4214 7.906e+04 2.654e+04 ] ss=3.994e+08
    ....Leaf n=1 <60> sm=[       38     3913      196 ] ss=1.535e+07
    ...Split cd=2 cv=   196 nd=3 sm=[      115 1.158e+04      463 ] ss=4.505e+07
    .....Leaf n=1 <83> sm=[       30     4213      142 ] ss=1.777e+07
    ....Split cd=1 cv=  4213 nd=2 sm=[       77     7664      267 ] ss=2.97e+07
    .....Leaf n=1 <71> sm=[       47     3451      125 ] ss=1.193e+07
    ..Split cd=1 cv=  3449 nd=7 sm=[      280 2.049e+04     1834 ] ss=6.599e+07
    ....Leaf n=1 <50> sm=[       30     2145      727 ] ss=5.13e+06
    ...Split cd=2 cv=   727 nd=4 sm=[      165     8912     1371 ] ss=2.094e+07
    .....Leaf n=1 <10> sm=[       59     2764      237 ] ss=7.699e+06
    ....Split cd=1 cv=  2655 nd=3 sm=[      135     6767      644 ] ss=1.581e+07
    ......Leaf n=1 <61> sm=[       45     2033      123 ] ss=4.15e+06
    .....Split cd=1 cv=  2033 nd=2 sm=[       76     4003      407 ] ss=8.113e+06
    ......Leaf n=1 <74> sm=[       31     1970      284 ] ss=3.963e+06
    .Split cd=1 cv=  1862 nd=96 sm=[     3988 4.572e+04 2.53e+04 ] ss=1.068e+08
    .....Leaf n=1 <6> sm=[       34      475     1156 ] ss=1.563e+06
    ....Split cd=1 cv=   475 nd=2 sm=[       68      937     3033 ] ss=5.301e+06
    .....Leaf n=1 <16> sm=[       34      462     1877 ] ss=3.738e+06
    ...Split cd=2 cv=   944 nd=37 sm=[     1570 2.495e+04 1.152e+04 ] ss=3.216e+07
    ......Leaf n=1 <0> sm=[       32     1694      929 ] ss=3.734e+06
    .....Split cd=2 cv= 477.5 nd=6 sm=[      270     9331     1792 ] ss=1.587e+07
    ........Leaf n=1 <32> sm=[       38     1704      222 ] ss=2.954e+06
    .......Split cd=2 cv=   222 nd=3 sm=[      145     5134      418 ] ss=8.875e+06
    .........Leaf n=1 <55> sm=[       52     1781      144 ] ss=3.195e+06
    ........Split cd=1 cv=  1663 nd=2 sm=[      107     3430      196 ] ss=5.92e+06
    .........Leaf n=1 <26> sm=[       55     1649       52 ] ss=2.725e+06
    ......Split cd=1 cv=  1465 nd=5 sm=[      238     7637      863 ] ss=1.213e+07
    ........Leaf n=1 <81> sm=[       53     1178      295 ] ss=1.478e+06
    .......Split cd=2 cv= 244.2 nd=2 sm=[       93     2503      445 ] ss=3.257e+06
    ........Leaf n=1 <70> sm=[       40     1325      150 ] ss=1.78e+06
    ....Split cd=1 cv=  1068 nd=35 sm=[     1502 2.402e+04     8486 ] ss=2.686e+07
    .......Leaf n=1 <98> sm=[       40      445      631 ] ss=5.978e+05
    ......Split cd=1 cv=   445 nd=4 sm=[      184     1490     2348 ] ss=1.959e+06
    ........Leaf n=1 <48> sm=[       60      366      593 ] ss=4.892e+05
    .......Split cd=2 cv=   593 nd=3 sm=[      144     1045     1717 ] ss=1.361e+06
    .........Leaf n=1 <56> sm=[       37      393      567 ] ss=4.773e+05
    ........Split cd=1 cv= 359.7 nd=2 sm=[       84      679     1124 ] ss=8.716e+05
    .........Leaf n=1 <9> sm=[       47      286      557 ] ss=3.943e+05
    .....Split cd=2 cv= 477.5 nd=29 sm=[     1232 1.469e+04     6694 ] ss=1.099e+07
    .........Leaf n=1 <76> sm=[       25      894      328 ] ss=9.074e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      149     2350      983 ] ss=2.199e+06
    ..........Leaf n=1 <20> sm=[       72      763      384 ] ss=7.348e+05
    .........Split cd=2 cv= 360.9 nd=2 sm=[      124     1456      655 ] ss=1.291e+06
    ..........Leaf n=1 <95> sm=[       52      693      271 ] ss=5.564e+05
    .......Split cd=2 cv= 244.2 nd=6 sm=[      279     4988     1230 ] ss=4.573e+06
    .........Leaf n=1 <21> sm=[       45      998       38 ] ss=9.995e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      130     2638      247 ] ss=2.375e+06
    ..........Leaf n=1 <12> sm=[       30      775      124 ] ss=6.169e+05
    .........Split cd=2 cv=   124 nd=2 sm=[       85     1640      209 ] ss=1.375e+06
    ..........Leaf n=1 <96> sm=[       55      865       85 ] ss=7.585e+05
    ......Split cd=1 cv= 671.2 nd=25 sm=[     1048 1.32e+04     4346 ] ss=9.035e+06
    ..........Leaf n=1 <47> sm=[       39      501      289 ] ss=3.36e+05
    .........Split cd=2 cv=   289 nd=2 sm=[       72      984      569 ] ss=6.488e+05
    ..........Leaf n=1 <41> sm=[       33      483      280 ] ss=3.128e+05
    ........Split cd=1 cv= 472.8 nd=3 sm=[      118     1435      958 ] ss=1.006e+06
    .........Leaf n=1 <18> sm=[       46      451      389 ] ss=3.568e+05
    .......Split cd=2 cv= 244.2 nd=19 sm=[      769     8208     3116 ] ss=4.461e+06
    ...........Leaf n=1 <87> sm=[       44      576      128 ] ss=3.501e+05
    ..........Split cd=1 cv=   572 nd=2 sm=[       70     1088      334 ] ss=6.554e+05
    ...........Leaf n=1 <53> sm=[       26      512      206 ] ss=3.053e+05
    .........Split cd=2 cv= 127.6 nd=6 sm=[      242     3288      641 ] ss=1.91e+06
    ...........Leaf n=1 <64> sm=[       45      638       75 ] ss=4.147e+05
    ..........Split cd=1 cv=   572 nd=4 sm=[      172     2200      307 ] ss=1.255e+06
    .............Leaf n=1 <63> sm=[       49      548      115 ] ss=3.159e+05
    ............Split cd=1 cv= 522.4 nd=2 sm=[       91     1056      185 ] ss=5.807e+05
    .............Leaf n=1 <42> sm=[       42      508       70 ] ss=2.647e+05
    ...........Split cd=2 cv= 69.31 nd=3 sm=[      127     1562      232 ] ss=8.402e+05
    ............Leaf n=1 <52> sm=[       36      506       47 ] ss=2.595e+05
    ........Split cd=1 cv= 472.8 nd=16 sm=[      651     6773     2158 ] ss=3.456e+06
    ...........Leaf n=1 <57> sm=[       34      470      217 ] ss=2.691e+05
    ..........Split cd=1 cv= 373.6 nd=7 sm=[      281     2382     1339 ] ss=1.111e+06
    ..............Leaf n=1 <28> sm=[       36      356      244 ] ss=1.876e+05
    .............Split cd=2 cv= 215.1 nd=2 sm=[       86      712      442 ] ss=3.56e+05
    ..............Leaf n=1 <49> sm=[       50      356      198 ] ss=1.684e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      125      997      651 ] ss=4.824e+05
    .............Leaf n=1 <80> sm=[       39      285      209 ] ss=1.264e+05
    ...........Split cd=2 cv= 185.9 nd=6 sm=[      247     1912     1122 ] ss=8.424e+05
    .............Leaf n=1 <45> sm=[       31      338      155 ] ss=1.392e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      122      915      471 ] ss=3.599e+05
    ..............Leaf n=1 <69> sm=[       48      286      166 ] ss=1.117e+05
    .............Split cd=2 cv= 156.8 nd=2 sm=[       91      577      316 ] ss=2.207e+05
    ..............Leaf n=1 <66> sm=[       43      291      150 ] ss=1.09e+05
    .........Split cd=2 cv= 127.6 nd=10 sm=[      409     3485     1517 ] ss=1.545e+06
    ...........Leaf n=1 <25> sm=[       34      436      118 ] ss=2.052e+05
    ..........Split cd=1 cv= 373.6 nd=3 sm=[      128     1103      178 ] ss=4.339e+05
    ............Leaf n=1 <22> sm=[       46      334       36 ] ss=1.15e+05
    ...........Split cd=2 cv=    36 nd=2 sm=[       94      667       60 ] ss=2.287e+05
    ............Leaf n=1 <36> sm=[       48      333       24 ] ss=1.138e+05
    ..Split cd=1 cv= 274.4 nd=89 sm=[     3708 2.523e+04 2.346e+04 ] ss=4.083e+07
    ....Leaf n=1 <73> sm=[       32      228     1017 ] ss=1.087e+06
    ...Split cd=2 cv=   944 nd=52 sm=[     2138      279 1.194e+04 ] ss=8.674e+06
    ........Leaf n=1 <11> sm=[       37        0      640 ] ss=4.11e+05
    .......Split cd=2 cv=   640 nd=5 sm=[      219      326     2796 ] ss=1.642e+06
    .........Leaf n=1 <37> sm=[       28      231      568 ] ss=3.768e+05
    ........Split cd=1 cv= 75.95 nd=4 sm=[      182      326     2156 ] ss=1.231e+06
    ...........Leaf n=1 <77> sm=[       32       61      529 ] ss=2.846e+05
    ..........Split cd=2 cv=   529 nd=2 sm=[      105       80     1038 ] ss=5.494e+05
    ...........Leaf n=1 <65> sm=[       73       19      509 ] ss=2.648e+05
    .........Split cd=1 cv=    15 nd=3 sm=[      154       95     1588 ] ss=8.545e+05
    ..........Leaf n=1 <27> sm=[       49       15      550 ] ss=3.051e+05
    ......Split cd=1 cv=-122.5 nd=6 sm=[      276       -5     3327 ] ss=2.037e+06
    .......Leaf n=1 <67> sm=[       57     -331      531 ] ss=3.948e+05
    .....Split cd=2 cv= 477.5 nd=48 sm=[     1984     2639 1.065e+04 ] ss=4.994e+06
    ...........Leaf n=1 <78> sm=[       42      233      446 ] ss=2.55e+05
    ..........Split cd=1 cv=   213 nd=2 sm=[       69      446      824 ] ss=4.44e+05
    ...........Leaf n=1 <89> sm=[       27      213      378 ] ss=1.89e+05
    .........Split cd=2 cv= 360.9 nd=4 sm=[      130      808     1410 ] ss=6.947e+05
    ...........Leaf n=1 <5> sm=[       32      249      258 ] ss=1.296e+05
    ..........Split cd=1 cv= 175.2 nd=2 sm=[       61      362      586 ] ss=2.508e+05
    ...........Leaf n=1 <79> sm=[       29      113      328 ] ss=1.212e+05
    ........Split cd=1 cv= 75.95 nd=10 sm=[      412      750     3575 ] ss=1.55e+06
    ............Leaf n=1 <13> sm=[       57       32      476 ] ss=2.308e+05
    ...........Split cd=2 cv=   455 nd=2 sm=[       89       32      931 ] ss=4.389e+05
    ............Leaf n=1 <59> sm=[       32        0      455 ] ss=2.08e+05
    ..........Split cd=1 cv=     0 nd=3 sm=[      148       32     1356 ] ss=6.23e+05
    ...........Leaf n=1 <72> sm=[       59        0      425 ] ss=1.841e+05
    .........Split cd=2 cv= 360.9 nd=6 sm=[      282      -58     2165 ] ss=8.553e+05
    ............Leaf n=1 <88> sm=[       42        0      275 ] ss=7.739e+04
    ...........Split cd=2 cv=   275 nd=2 sm=[       88        0      539 ] ss=1.492e+05
    ............Leaf n=1 <7> sm=[       46        0      264 ] ss=7.181e+04
    ..........Split cd=1 cv=-23.26 nd=3 sm=[      134      -90      809 ] ss=2.323e+05
    ...........Leaf n=1 <43> sm=[       46      -90      270 ] ss=8.312e+04
    .......Split cd=2 cv= 244.2 nd=38 sm=[     1555     3566     6589 ] ss=2.509e+06
    ............Leaf n=1 <91> sm=[       34      184      203 ] ss=7.622e+04
    ...........Split cd=2 cv= 185.9 nd=3 sm=[      122      630      551 ] ss=2.402e+05
    .............Leaf n=1 <46> sm=[       42      230      175 ] ss=8.529e+04
    ............Split cd=1 cv= 224.8 nd=2 sm=[       88      446      348 ] ss=1.64e+05
    .............Leaf n=1 <8> sm=[       46      216      173 ] ss=7.87e+04
    ..........Split cd=1 cv= 175.2 nd=5 sm=[      212      901      849 ] ss=3.283e+05
    ............Leaf n=1 <31> sm=[       38      173      150 ] ss=5.387e+04
    ...........Split cd=2 cv=   150 nd=2 sm=[       90      271      298 ] ss=8.808e+04
    ............Leaf n=1 <94> sm=[       52       98      148 ] ss=3.421e+04
    .........Split cd=2 cv= 127.6 nd=15 sm=[      614     2621     1606 ] ss=7.457e+05
    .............Leaf n=1 <44> sm=[       55      273       84 ] ss=8.461e+04
    ............Split cd=1 cv=   273 nd=2 sm=[       87      546      181 ] ss=1.696e+05
    .............Leaf n=1 <1> sm=[       32      273       97 ] ss=8.496e+04
    ...........Split cd=2 cv= 69.31 nd=4 sm=[      144      946      294 ] ss=2.587e+05
    .............Leaf n=1 <14> sm=[       25      220       68 ] ss=5.365e+04
    ............Split cd=1 cv=   220 nd=2 sm=[       57      400      113 ] ss=8.91e+04
    .............Leaf n=1 <93> sm=[       32      180       45 ] ss=3.545e+04
    ..........Split cd=1 cv= 175.2 nd=10 sm=[      402     1720      757 ] ss=4.174e+05
    ..............Leaf n=1 <24> sm=[       29      145      105 ] ss=3.289e+04
    .............Split cd=2 cv=   103 nd=2 sm=[      102      299      208 ] ss=7.254e+04
    ..............Leaf n=1 <29> sm=[       73      154      103 ] ss=3.965e+04
    ............Split cd=1 cv= 125.6 nd=4 sm=[      171      509      406 ] ss=1.174e+05
    ..............Leaf n=1 <15> sm=[       27      118      112 ] ss=2.72e+04
    .............Split cd=2 cv= 98.47 nd=2 sm=[       69      210      198 ] ss=4.482e+04
    ..............Leaf n=1 <82> sm=[       42       92       86 ] ss=1.762e+04
    ...........Split cd=2 cv= 69.31 nd=6 sm=[      258      774      463 ] ss=1.588e+05
    .............Leaf n=1 <19> sm=[       35      147       41 ] ss=2.452e+04
    ............Split cd=1 cv= 125.6 nd=2 sm=[       87      265       57 ] ss=4.14e+04
    .............Leaf n=1 <54> sm=[       52      118       16 ] ss=1.688e+04
    ........Split cd=1 cv= 75.95 nd=28 sm=[     1143     2816     3014 ] ss=9.592e+05
    ............Leaf n=1 <90> sm=[       33       10      167 ] ss=2.908e+04
    ...........Split cd=2 cv=   167 nd=3 sm=[      122       33      473 ] ss=8.081e+04
    .............Leaf n=1 <4> sm=[       55       23      143 ] ss=2.4e+04
    ............Split cd=1 cv=    23 nd=2 sm=[       89       23      306 ] ss=5.173e+04
    .............Leaf n=1 <51> sm=[       34        0      163 ] ss=2.772e+04
    ..........Split cd=1 cv=   -14 nd=4 sm=[      166       19      652 ] ss=1.15e+05
    ...........Leaf n=1 <38> sm=[       44      -14      179 ] ss=3.417e+04
    .........Split cd=2 cv= 127.6 nd=13 sm=[      529      195     1408 ] ss=2.135e+05
    .............Leaf n=1 <75> sm=[       33       71      107 ] ss=1.758e+04
    ............Split cd=1 cv= 37.48 nd=6 sm=[      262      130      631 ] ss=8.612e+04
    ...............Leaf n=1 <92> sm=[       60        0      124 ] ss=1.898e+04
    ..............Split cd=0 cv=  51.5 nd=3 sm=[      127       36      337 ] ss=4.522e+04
    ................Leaf n=1 <62> sm=[       31       36      105 ] ss=1.328e+04
    ...............Split cd=1 cv= 18.24 nd=2 sm=[       67       36      213 ] ss=2.624e+04
    ................Leaf n=1 <99> sm=[       36        0      108 ] ss=1.296e+04
    .............Split cd=2 cv= 98.47 nd=5 sm=[      229       59      524 ] ss=6.854e+04
    ...............Leaf n=1 <39> sm=[       58       23       91 ] ss=1.217e+04
    ..............Split cd=0 cv=  51.5 nd=2 sm=[      102       23      187 ] ss=2.333e+04
    ...............Leaf n=1 <34> sm=[       44        0       96 ] ss=1.115e+04
    ...........Split cd=2 cv= 69.31 nd=8 sm=[      336      177      696 ] ss=9.42e+04
    .............Leaf n=1 <35> sm=[       30       47       11 ] ss=3230
    ............Split cd=1 cv= 37.48 nd=2 sm=[       74       47       65 ] ss=8082
    .............Leaf n=1 <68> sm=[       44        0       54 ] ss=4852
    ..........Split cd=1 cv=    -1 nd=9 sm=[      363      176      756 ] ss=9.854e+04
    ...........Leaf n=1 <3> sm=[       27       -1       60 ] ss=4330
    ......Split cd=1 cv=-122.5 nd=42 sm=[     1708     2644     7321 ] ss=2.957e+06
    ........Leaf n=1 <86> sm=[       46     -216      404 ] ss=2.12e+05
    .......Split cd=2 cv= 244.2 nd=4 sm=[      153     -922      732 ] ss=4.475e+05
    ..........Leaf n=1 <85> sm=[       54     -182       98 ] ss=4.564e+04
    .........Split cd=2 cv=    98 nd=2 sm=[       84     -400      111 ] ss=9.424e+04
    ..........Leaf n=1 <2> sm=[       30     -218       13 ] ss=4.859e+04
    ........Split cd=1 cv=  -306 nd=3 sm=[      107     -706      328 ] ss=2.355e+05
    .........Leaf n=1 <40> sm=[       23     -306      217 ] ss=1.413e+05
    ....Split cd=1 cv=-519.3 nd=51 sm=[     2106       51 1.092e+04 ] ss=7.587e+06
    ......Leaf n=1 <58> sm=[       39     -735      144 ] ss=5.625e+05
    .....Split cd=2 cv=   144 nd=3 sm=[      122    -2588      277 ] ss=2.593e+06
    .......Leaf n=1 <17> sm=[       39     -540       29 ] ss=2.94e+05
    ......Split cd=1 cv=-916.2 nd=2 sm=[       83    -1853      133 ] ss=2.031e+06
    .......Leaf n=1 <30> sm=[       44    -1313      104 ] ss=1.737e+06
================
open file successfully.
Data Points:
(32, 1694, 929)
(32, 273, 97)
(30, -218, 13)
(27, -1, 60)
(55, 23, 143)
(32, 249, 258)
(34, 475, 1156)
(46, 0, 264)
(46, 216, 173)
(47, 286, 557)
(59, 2764, 237)
(37, 0, 640)
(30, 775, 124)
(57, 32, 476)
(25, 220, 68)
(27, 118, 112)
(34, 462, 1877)
(39, -540, 29)
(46, 451, 389)
(35, 147, 41)
(72, 763, 384)
(45, 998, 38)
(46, 334, 36)
(57, 7082, 69)
(29, 145, 105)
(34, 436, 118)
(55, 1649, 52)
(49, 15, 550)
(36, 356, 244)
(73, 154, 103)
(44, -1313, 104)
(38, 173, 150)
(38, 1704, 222)
(31, 11386, 356)
(44, 0, 96)
(30, 47, 11)
(48, 333, 24)
(28, 231, 568)
(44, -14, 179)
(58, 23, 91)
(23, -306, 217)
(33, 483, 280)
(42, 508, 70)
(46, -90, 270)
(55, 273, 84)
(31, 338, 155)
(42, 230, 175)
(39, 501, 289)
(60, 366, 593)
(50, 356, 198)
(30, 2145, 727)
(34, 0, 163)
(36, 506, 47)
(26, 512, 206)
(52, 118, 16)
(52, 1781, 144)
(37, 393, 567)
(34, 470, 217)
(39, -735, 144)
(32, 0, 455)
(38, 3913, 196)
(45, 2033, 123)
(31, 36, 105)
(49, 548, 115)
(45, 638, 75)
(73, 19, 509)
(43, 291, 150)
(57, -331, 531)
(44, 0, 54)
(48, 286, 166)
(40, 1325, 150)
(47, 3451, 125)
(59, 0, 425)
(32, 228, 1017)
(31, 1970, 284)
(33, 71, 107)
(25, 894, 328)
(32, 61, 529)
(42, 233, 446)
(29, 113, 328)
(39, 285, 209)
(53, 1178, 295)
(42, 92, 86)
(30, 4213, 142)
(58, 6570, 106)
(54, -182, 98)
(46, -216, 404)
(44, 576, 128)
(42, 0, 275)
(27, 213, 378)
(33, 10, 167)
(34, 184, 203)
(60, 0, 124)
(32, 180, 45)
(52, 98, 148)
(52, 693, 271)
(55, 865, 85)
(80, 8304, 712)
(40, 445, 631)
(36, 0, 108)

Executing Clustering Algorithm: Swap
    ...Leaf n=1 <33> sm=[       31    11386      356 ] ss=1.29769e+08
    ..Split cd=1 cv=  9799 nd=2 sm=[      111 1.969e+04     1068 ] ss=1.992e+08
    ...Leaf n=1 <97> sm=[       80     8304      712 ] ss=6.947e+07
    .Split cd=1 cv=  8211 nd=4 sm=[      226 3.334e+04     1243 ] ss=2.926e+08
    ...Leaf n=1 <23> sm=[       57     7082       69 ] ss=5.016e+07
    ..Split cd=1 cv=  6624 nd=2 sm=[      115 1.365e+04      175 ] ss=9.334e+07
    ...Leaf n=1 <84> sm=[       58     6570      106 ] ss=4.318e+07
    Split cd=1 cv=  5036 nd=100 sm=[     4214 7.906e+04 2.654e+04 ] ss=3.994e+08
    ....Leaf n=1 <60> sm=[       38     3913      196 ] ss=1.535e+07
    ...Split cd=2 cv=   196 nd=3 sm=[      115 1.158e+04      463 ] ss=4.505e+07
    .....Leaf n=1 <83> sm=[       30     4213      142 ] ss=1.777e+07
    ....Split cd=1 cv=  4213 nd=2 sm=[       77     7664      267 ] ss=2.97e+07
    .....Leaf n=1 <71> sm=[       47     3451      125 ] ss=1.193e+07
    ..Split cd=1 cv=  3449 nd=7 sm=[      280 2.049e+04     1834 ] ss=6.599e+07
    ....Leaf n=1 <50> sm=[       30     2145      727 ] ss=5.13e+06
    ...Split cd=2 cv=   727 nd=4 sm=[      165     8912     1371 ] ss=2.094e+07
    .....Leaf n=1 <10> sm=[       59     2764      237 ] ss=7.699e+06
    ....Split cd=1 cv=  2655 nd=3 sm=[      135     6767      644 ] ss=1.581e+07
    ......Leaf n=1 <61> sm=[       45     2033      123 ] ss=4.15e+06
    .....Split cd=1 cv=  2033 nd=2 sm=[       76     4003      407 ] ss=8.113e+06
    ......Leaf n=1 <74> sm=[       31     1970      284 ] ss=3.963e+06
    .Split cd=1 cv=  1862 nd=96 sm=[     3988 4.572e+04 2.53e+04 ] ss=1.068e+08
    .....Leaf n=1 <6> sm=[       34      475     1156 ] ss=1.563e+06
    ....Split cd=1 cv=   475 nd=2 sm=[       68      937     3033 ] ss=5.301e+06
    .....Leaf n=1 <16> sm=[       34      462     1877 ] ss=3.738e+06
    ...Split cd=2 cv=   944 nd=37 sm=[     1570 2.495e+04 1.152e+04 ] ss=3.216e+07
    ......Leaf n=1 <0> sm=[       32     1694      929 ] ss=3.734e+06
    .....Split cd=2 cv= 477.5 nd=6 sm=[      270     9331     1792 ] ss=1.587e+07
    ........Leaf n=1 <32> sm=[       38     1704      222 ] ss=2.954e+06
    .......Split cd=2 cv=   222 nd=3 sm=[      145     5134      418 ] ss=8.875e+06
    .........Leaf n=1 <55> sm=[       52     1781      144 ] ss=3.195e+06
    ........Split cd=1 cv=  1663 nd=2 sm=[      107     3430      196 ] ss=5.92e+06
    .........Leaf n=1 <26> sm=[       55     1649       52 ] ss=2.725e+06
    ......Split cd=1 cv=  1465 nd=5 sm=[      238     7637      863 ] ss=1.213e+07
    ........Leaf n=1 <81> sm=[       53     1178      295 ] ss=1.478e+06
    .......Split cd=2 cv= 244.2 nd=2 sm=[       93     2503      445 ] ss=3.257e+06
    ........Leaf n=1 <70> sm=[       40     1325      150 ] ss=1.78e+06
    ....Split cd=1 cv=  1068 nd=35 sm=[     1502 2.402e+04     8486 ] ss=2.686e+07
    .......Leaf n=1 <98> sm=[       40      445      631 ] ss=5.978e+05
    ......Split cd=1 cv=   445 nd=4 sm=[      184     1490     2348 ] ss=1.959e+06
    ........Leaf n=1 <48> sm=[       60      366      593 ] ss=4.892e+05
    .......Split cd=2 cv=   593 nd=3 sm=[      144     1045     1717 ] ss=1.361e+06
    .........Leaf n=1 <56> sm=[       37      393      567 ] ss=4.773e+05
    ........Split cd=1 cv= 359.7 nd=2 sm=[       84      679     1124 ] ss=8.716e+05
    .........Leaf n=1 <9> sm=[       47      286      557 ] ss=3.943e+05
    .....Split cd=2 cv= 477.5 nd=29 sm=[     1232 1.469e+04     6694 ] ss=1.099e+07
    .........Leaf n=1 <76> sm=[       25      894      328 ] ss=9.074e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      149     2350      983 ] ss=2.199e+06
    ..........Leaf n=1 <20> sm=[       72      763      384 ] ss=7.348e+05
    .........Split cd=2 cv= 360.9 nd=2 sm=[      124     1456      655 ] ss=1.291e+06
    ..........Leaf n=1 <95> sm=[       52      693      271 ] ss=5.564e+05
    .......Split cd=2 cv= 244.2 nd=6 sm=[      279     4988     1230 ] ss=4.573e+06
    .........Leaf n=1 <21> sm=[       45      998       38 ] ss=9.995e+05
    ........Split cd=1 cv= 869.6 nd=3 sm=[      130     2638      247 ] ss=2.375e+06
    ..........Leaf n=1 <12> sm=[       30      775      124 ] ss=6.169e+05
    .........Split cd=2 cv=   124 nd=2 sm=[       85     1640      209 ] ss=1.375e+06
    ..........Leaf n=1 <96> sm=[       55      865       85 ] ss=7.585e+05
    ......Split cd=1 cv= 671.2 nd=25 sm=[     1048 1.32e+04     4346 ] ss=9.035e+06
    ..........Leaf n=1 <47> sm=[       39      501      289 ] ss=3.36e+05
    .........Split cd=2 cv=   289 nd=2 sm=[       72      984      569 ] ss=6.488e+05
    ..........Leaf n=1 <41> sm=[       33      483      280 ] ss=3.128e+05
    ........Split cd=1 cv= 472.8 nd=3 sm=[      118     1435      958 ] ss=1.006e+06
    .........Leaf n=1 <18> sm=[       46      451      389 ] ss=3.568e+05
    .......Split cd=2 cv= 244.2 nd=19 sm=[      769     8208     3116 ] ss=4.461e+06
    ...........Leaf n=1 <87> sm=[       44      576      128 ] ss=3.501e+05
    ..........Split cd=1 cv=   572 nd=2 sm=[       70     1088      334 ] ss=6.554e+05
    ...........Leaf n=1 <53> sm=[       26      512      206 ] ss=3.053e+05
    .........Split cd=2 cv= 127.6 nd=6 sm=[      242     3288      641 ] ss=1.91e+06
    ...........Leaf n=1 <64> sm=[       45      638       75 ] ss=4.147e+05
    ..........Split cd=1 cv=   572 nd=4 sm=[      172     2200      307 ] ss=1.255e+06
    .............Leaf n=1 <63> sm=[       49      548      115 ] ss=3.159e+05
    ............Split cd=1 cv= 522.4 nd=2 sm=[       91     1056      185 ] ss=5.807e+05
    .............Leaf n=1 <42> sm=[       42      508       70 ] ss=2.647e+05
    ...........Split cd=2 cv= 69.31 nd=3 sm=[      127     1562      232 ] ss=8.402e+05
    ............Leaf n=1 <52> sm=[       36      506       47 ] ss=2.595e+05
    ........Split cd=1 cv= 472.8 nd=16 sm=[      651     6773     2158 ] ss=3.456e+06
    ...........Leaf n=1 <57> sm=[       34      470      217 ] ss=2.691e+05
    ..........Split cd=1 cv= 373.6 nd=7 sm=[      281     2382     1339 ] ss=1.111e+06
    ..............Leaf n=1 <28> sm=[       36      356      244 ] ss=1.876e+05
    .............Split cd=2 cv= 215.1 nd=2 sm=[       86      712      442 ] ss=3.56e+05
    ..............Leaf n=1 <49> sm=[       50      356      198 ] ss=1.684e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      125      997      651 ] ss=4.824e+05
    .............Leaf n=1 <80> sm=[       39      285      209 ] ss=1.264e+05
    ...........Split cd=2 cv= 185.9 nd=6 sm=[      247     1912     1122 ] ss=8.424e+05
    .............Leaf n=1 <45> sm=[       31      338      155 ] ss=1.392e+05
    ............Split cd=1 cv=   324 nd=3 sm=[      122      915      471 ] ss=3.599e+05
    ..............Leaf n=1 <69> sm=[       48      286      166 ] ss=1.117e+05
    .............Split cd=2 cv= 156.8 nd=2 sm=[       91      577      316 ] ss=2.207e+05
    ..............Leaf n=1 <66> sm=[       43      291      150 ] ss=1.09e+05
    .........Split cd=2 cv= 127.6 nd=10 sm=[      409     3485     1517 ] ss=1.545e+06
    ...........Leaf n=1 <25> sm=[       34      436      118 ] ss=2.052e+05
    ..........Split cd=1 cv= 373.6 nd=3 sm=[      128     1103      178 ] ss=4.339e+05
    ............Leaf n=1 <22> sm=[       46      334       36 ] ss=1.15e+05
    ...........Split cd=2 cv=    36 nd=2 sm=[       94      667       60 ] ss=2.287e+05
    ............Leaf n=1 <36> sm=[       48      333       24 ] ss=1.138e+05
    ..Split cd=1 cv= 274.4 nd=89 sm=[     3708 2.523e+04 2.346e+04 ] ss=4.083e+07
    ....Leaf n=1 <73> sm=[       32      228     1017 ] ss=1.087e+06
    ...Split cd=2 cv=   944 nd=52 sm=[     2138      279 1.194e+04 ] ss=8.674e+06
    ........Leaf n=1 <11> sm=[       37        0      640 ] ss=4.11e+05
    .......Split cd=2 cv=   640 nd=5 sm=[      219      326     2796 ] ss=1.642e+06
    .........Leaf n=1 <37> sm=[       28      231      568 ] ss=3.768e+05
    ........Split cd=1 cv= 75.95 nd=4 sm=[      182      326     2156 ] ss=1.231e+06
    ...........Leaf n=1 <77> sm=[       32       61      529 ] ss=2.846e+05
    ..........Split cd=2 cv=   529 nd=2 sm=[      105       80     1038 ] ss=5.494e+05
    ...........Leaf n=1 <65> sm=[       73       19      509 ] ss=2.648e+05
    .........Split cd=1 cv=    15 nd=3 sm=[      154       95     1588 ] ss=8.545e+05
    ..........Leaf n=1 <27> sm=[       49       15      550 ] ss=3.051e+05
    ......Split cd=1 cv=-122.5 nd=6 sm=[      276       -5     3327 ] ss=2.037e+06
    .......Leaf n=1 <67> sm=[       57     -331      531 ] ss=3.948e+05
    .....Split cd=2 cv= 477.5 nd=48 sm=[     1984     2639 1.065e+04 ] ss=4.994e+06
    ...........Leaf n=1 <78> sm=[       42      233      446 ] ss=2.55e+05
    ..........Split cd=1 cv=   213 nd=2 sm=[       69      446      824 ] ss=4.44e+05
    ...........Leaf n=1 <89> sm=[       27      213      378 ] ss=1.89e+05
    .........Split cd=2 cv= 360.9 nd=4 sm=[      130      808     1410 ] ss=6.947e+05
    ...........Leaf n=1 <5> sm=[       32      249      258 ] ss=1.296e+05
    ..........Split cd=1 cv= 175.2 nd=2 sm=[       61      362      586 ] ss=2.508e+05
    ...........Leaf n=1 <79> sm=[       29      113      328 ] ss=1.212e+05
    ........Split cd=1 cv= 75.95 nd=10 sm=[      412      750     3575 ] ss=1.55e+06
    ............Leaf n=1 <13> sm=[       57       32      476 ] ss=2.308e+05
    ...........Split cd=2 cv=   455 nd=2 sm=[       89       32      931 ] ss=4.389e+05
    ............Leaf n=1 <59> sm=[       32        0      455 ] ss=2.08e+05
    ..........Split cd=1 cv=     0 nd=3 sm=[      148       32     1356 ] ss=6.23e+05
    ...........Leaf n=1 <72> sm=[       59        0      425 ] ss=1.841e+05
    .........Split cd=2 cv= 360.9 nd=6 sm=[      282      -58     2165 ] ss=8.553e+05
    ............Leaf n=1 <88> sm=[       42        0      275 ] ss=7.739e+04
    ...........Split cd=2 cv=   275 nd=2 sm=[       88        0      539 ] ss=1.492e+05
    ............Leaf n=1 <7> sm=[       46        0      264 ] ss=7.181e+04
    ..........Split cd=1 cv=-23.26 nd=3 sm=[      134      -90      809 ] ss=2.323e+05
    ...........Leaf n=1 <43> sm=[       46      -90      270 ] ss=8.312e+04
    .......Split cd=2 cv= 244.2 nd=38 sm=[     1555     3566     6589 ] ss=2.509e+06
    ............Leaf n=1 <91> sm=[       34      184      203 ] ss=7.622e+04
    ...........Split cd=2 cv= 185.9 nd=3 sm=[      122      630      551 ] ss=2.402e+05
    .............Leaf n=1 <46> sm=[       42      230      175 ] ss=8.529e+04
    ............Split cd=1 cv= 224.8 nd=2 sm=[       88      446      348 ] ss=1.64e+05
    .............Leaf n=1 <8> sm=[       46      216      173 ] ss=7.87e+04
    ..........Split cd=1 cv= 175.2 nd=5 sm=[      212      901      849 ] ss=3.283e+05
    ............Leaf n=1 <31> sm=[       38      173      150 ] ss=5.387e+04
    ...........Split cd=2 cv=   150 nd=2 sm=[       90      271      298 ] ss=8.808e+04
    ............Leaf n=1 <94> sm=[       52       98      148 ] ss=3.421e+04
    .........Split cd=2 cv= 127.6 nd=15 sm=[      614     2621     1606 ] ss=7.457e+05
    .............Leaf n=1 <44> sm=[       55      273       84 ] ss=8.461e+04
    ............Split cd=1 cv=   273 nd=2 sm=[       87      546      181 ] ss=1.696e+05
    .............Leaf n=1 <1> sm=[       32      273       97 ] ss=8.496e+04
    ...........Split cd=2 cv= 69.31 nd=4 sm=[      144      946      294 ] ss=2.587e+05
    .............Leaf n=1 <14> sm=[       25      220       68 ] ss=5.365e+04
    ............Split cd=1 cv=   220 nd=2 sm=[       57      400      113 ] ss=8.91e+04
    .............Leaf n=1 <93> sm=[       32      180       45 ] ss=3.545e+04
    ..........Split cd=1 cv= 175.2 nd=10 sm=[      402     1720      757 ] ss=4.174e+05
    ..............Leaf n=1 <24> sm=[       29      145      105 ] ss=3.289e+04
    .............Split cd=2 cv=   103 nd=2 sm=[      102      299      208 ] ss=7.254e+04
    ..............Leaf n=1 <29> sm=[       73      154      103 ] ss=3.965e+04
    ............Split cd=1 cv= 125.6 nd=4 sm=[      171      509      406 ] ss=1.174e+05
    ..............Leaf n=1 <15> sm=[       27      118      112 ] ss=2.72e+04
    .............Split cd=2 cv= 98.47 nd=2 sm=[       69      210      198 ] ss=4.482e+04
    ..............Leaf n=1 <82> sm=[       42       92       86 ] ss=1.762e+04
    ...........Split cd=2 cv= 69.31 nd=6 sm=[      258      774      463 ] ss=1.588e+05
    .............Leaf n=1 <19> sm=[       35      147       41 ] ss=2.452e+04
    ............Split cd=1 cv= 125.6 nd=2 sm=[       87      265       57 ] ss=4.14e+04
    .............Leaf n=1 <54> sm=[       52      118       16 ] ss=1.688e+04
    ........Split cd=1 cv= 75.95 nd=28 sm=[     1143     2816     3014 ] ss=9.592e+05
    ............Leaf n=1 <90> sm=[       33       10      167 ] ss=2.908e+04
    ...........Split cd=2 cv=   167 nd=3 sm=[      122       33      473 ] ss=8.081e+04
    .............Leaf n=1 <4> sm=[       55       23      143 ] ss=2.4e+04
    ............Split cd=1 cv=    23 nd=2 sm=[       89       23      306 ] ss=5.173e+04
    .............Leaf n=1 <51> sm=[       34        0      163 ] ss=2.772e+04
    ..........Split cd=1 cv=   -14 nd=4 sm=[      166       19      652 ] ss=1.15e+05
    ...........Leaf n=1 <38> sm=[       44      -14      179 ] ss=3.417e+04
    .........Split cd=2 cv= 127.6 nd=13 sm=[      529      195     1408 ] ss=2.135e+05
    .............Leaf n=1 <75> sm=[       33       71      107 ] ss=1.758e+04
    ............Split cd=1 cv= 37.48 nd=6 sm=[      262      130      631 ] ss=8.612e+04
    ...............Leaf n=1 <92> sm=[       60        0      124 ] ss=1.898e+04
    ..............Split cd=0 cv=  51.5 nd=3 sm=[      127       36      337 ] ss=4.522e+04
    ................Leaf n=1 <62> sm=[       31       36      105 ] ss=1.328e+04
    ...............Split cd=1 cv= 18.24 nd=2 sm=[       67       36      213 ] ss=2.624e+04
    ................Leaf n=1 <99> sm=[       36        0      108 ] ss=1.296e+04
    .............Split cd=2 cv= 98.47 nd=5 sm=[      229       59      524 ] ss=6.854e+04
    ...............Leaf n=1 <39> sm=[       58       23       91 ] ss=1.217e+04
    ..............Split cd=0 cv=  51.5 nd=2 sm=[      102       23      187 ] ss=2.333e+04
    ...............Leaf n=1 <34> sm=[       44        0       96 ] ss=1.115e+04
    ...........Split cd=2 cv= 69.31 nd=8 sm=[      336      177      696 ] ss=9.42e+04
    .............Leaf n=1 <35> sm=[       30       47       11 ] ss=3230
    ............Split cd=1 cv= 37.48 nd=2 sm=[       74       47       65 ] ss=8082
    .............Leaf n=1 <68> sm=[       44        0       54 ] ss=4852
    ..........Split cd=1 cv=    -1 nd=9 sm=[      363      176      756 ] ss=9.854e+04
    ...........Leaf n=1 <3> sm=[       27       -1       60 ] ss=4330
    ......Split cd=1 cv=-122.5 nd=42 sm=[     1708     2644     7321 ] ss=2.957e+06
    ........Leaf n=1 <86> sm=[       46     -216      404 ] ss=2.12e+05
    .......Split cd=2 cv= 244.2 nd=4 sm=[      153     -922      732 ] ss=4.475e+05
    ..........Leaf n=1 <85> sm=[       54     -182       98 ] ss=4.564e+04
    .........Split cd=2 cv=    98 nd=2 sm=[       84     -400      111 ] ss=9.424e+04
    ..........Leaf n=1 <2> sm=[       30     -218       13 ] ss=4.859e+04
    ........Split cd=1 cv=  -306 nd=3 sm=[      107     -706      328 ] ss=2.355e+05
    .........Leaf n=1 <40> sm=[       23     -306      217 ] ss=1.413e+05
    ....Split cd=1 cv=-519.3 nd=51 sm=[     2106       51 1.092e+04 ] ss=7.587e+06
    ......Leaf n=1 <58> sm=[       39     -735      144 ] ss=5.625e+05
    .....Split cd=2 cv=   144 nd=3 sm=[      122    -2588      277 ] ss=2.593e+06
    .......Leaf n=1 <17> sm=[       39     -540       29 ] ss=2.94e+05
    ......Split cd=1 cv=-916.2 nd=2 sm=[       83    -1853      133 ] ss=2.031e+06
    .......Leaf n=1 <30> sm=[       44    -1313      104 ] ss=1.737e+06
================
 the cost is  70016808.6934084




 out method
the size of clean data is  (100, 3)
the number of colors is 5
 the size of T is  398
the lp time 3.270819458179176
 the cost is  49677111.11707279
final LP of our method
 the cost is  65393706.66244111





the size of clean data is  (100, 3)
the number of colors is 5
ORL21 method
 the cost is  70378231.31432244



NIPS 19:
the size of clean data is  (100, 3)
the number of colors is 5
baseline cost
 the cost is  56298623.77628339




 out method
the size of clean data is  (100, 3)
the number of colors is 5
 the size of T is  398
the lp time 3.233189075253904
 the cost is  49572354.94893766
final LP of our method
 the cost is  53598087.958085865





the size of clean data is  (100, 3)
the number of colors is 5
ORL21 method
 the cost is  57008458.717489734



NIPS 19:
the size of clean data is  (100, 3)
the number of colors is 5
baseline cost
 the cost is  53229519.489808425




 out method
the size of clean data is  (100, 3)
the number of colors is 5
 the size of T is  398
the lp time 3.3392114713788033
 the cost is  49821772.69773745
final LP of our method
 the cost is  51725458.874809





the size of clean data is  (100, 3)
the number of colors is 5
ORL21 method
 the cost is  53855111.74489438



NIPS 19:
the size of clean data is  (100, 3)
the number of colors is 5
baseline cost
 the cost is  52430255.05471128




 out method
the size of clean data is  (100, 3)
the number of colors is 5
 the size of T is  398
the lp time 3.4452115083113313
 the cost is  49534950.1313376
final LP of our method
 the cost is  50339096.29706316





the size of clean data is  (100, 3)
the number of colors is 5
ORL21 method
 the cost is  52726645.50173151



