FileBase DT3_rLS_rCA1_20151009_2100um_1512um ElecNo 13 UseFeatures DropLastNFeatures 1 UseDistributional 0 MaskStarts 500 MinClusters 20 MaxClusters 21 MaxPossibleClusters 50 nStarts 1 StartCluFile SplitEvery 40 SplitFirst 20 PenaltyK 0.000000 PenaltyKLogN 1.000000 Subset 1 FullStepEvery 20 MaxIter 10000 RandomSeed 1 Debug 0 SplitInfo 1 Verbose 1 DistDump 0 DistThresh 6.907755 ChangedThresh 0.050000 Log 1 SaveTempCluEveryIter 0 Screen 1 PriorPoint 1 SaveSorted 0 SaveCovarianceMeans 0 UseMaskedInitialConditions 0 AssignToFirstClosestMask 0 RamLimitGB 0.000000 AlwaysSplitBimodal 0 PointsForClusterMask 10.000000 MinMaskOverlap 0.000000 help 0 help 0 Starting KlustaKwik. Version: 0.3.0-nogit Setting RAM limit to total physical memory, 15.63 GB. Expected memory usage by array (largest first): Array LogP will use between 0.57 and 0.86 GB. - 8 bytes per element (scalar), 38578000 elements when full. - Memory usage scales as MaxPossibleClusters*nPoints. Array AllVector2Mean will use between 0.28 and 0.41 GB. - 8 bytes per element (scalar), 18517440 elements when full. - Memory usage scales as nPoints*nDims. Array Data will use between 0.07 and 0.10 GB. - 2 bytes per element (data_int), 18517440 elements when full. - Memory usage scales as nPoints*nDims. Array Masks will use between 0.03 and 0.05 GB. - 1 bytes per element (char), 18517440 elements when full. - Memory usage scales as nPoints*nDims. Array CharFloatMasks will use between 0.03 and 0.05 GB. - 1 bytes per element (char), 18517440 elements when full. - Memory usage scales as nPoints*nDims. Array Cov will use between 0.00 and 0.00 GB. - 8 bytes per element (scalar), 28800 elements when full. - Memory usage scales as MaxPossibleClusters*nDims*nDims. Note that nPoints=771560, nDims=24, MaxPossibleClusters=50 Total memory usage will be between 0.99 and 1.48 GB. RAM limit is set at 15.63 GB. ---------------------------------------------------------- Loaded 771560 data points of dimension 24. MEMO: A lower score indicates a better clustering Starting from 20 clusters... ------ Clustering full data set of 771560 points ------ SP: Assigned 20 initial classes randomly. Deleting Class 4 (5073 points): Lose 758.642474 but Gain 2202.877579 Iteration 0F (14.928293 sec): 19 clusters Score: Raw -96095363.484712 + Penalty 39651.796426 = -96055711.688286 nChanged 729763 Iteration 1F (24.284755 sec): 19 clusters Score: Raw -98595555.545574 + Penalty 39651.796426 = -98555903.749148 nChanged 240774 Deleting Class 11 (1447 points): Lose 1437.429383 but Gain 2202.877579 Iteration 2F (33.666823 sec): 18 clusters Score: Raw -98932744.832745 + Penalty 37448.918847 = -98895295.913898 nChanged 135484 Iteration 3F (42.564138 sec): 18 clusters Score: Raw -99111344.137390 + Penalty 37448.918847 = -99073895.218544 nChanged 83861 Iteration 4F (51.590071 sec): 18 clusters Score: Raw -99228410.231759 + Penalty 37448.918847 = -99190961.312912 nChanged 52229 Iteration 5F (60.548313 sec): 18 clusters Score: Raw -99302690.505606 + Penalty 37448.918847 = -99265241.586759 nChanged 36651 Iteration 6Q (65.665238 sec): 18 clusters Score: Raw -99338862.782340 + Penalty 37448.918847 = -99301413.863493 nChanged 27831 Iteration 7Q (70.462123 sec): 18 clusters Score: Raw -99361409.719333 + Penalty 37448.918847 = -99323960.800486 nChanged 23662 Iteration 8Q (75.187585 sec): 18 clusters Score: Raw -99378062.015029 + Penalty 37448.918847 = -99340613.096182 nChanged 20636 Iteration 9Q (79.771195 sec): 18 clusters Score: Raw -99390991.190652 + Penalty 37448.918847 = -99353542.271805 nChanged 18266 Iteration 10Q (84.302424 sec): 18 clusters Score: Raw -99401347.380729 + Penalty 37448.918847 = -99363898.461882 nChanged 16446 Iteration 11Q (88.762709 sec): 18 clusters Score: Raw -99410391.527185 + Penalty 37448.918847 = -99372942.608338 nChanged 15266 Iteration 12Q (93.241419 sec): 18 clusters Score: Raw -99420267.202939 + Penalty 37448.918847 = -99382818.284092 nChanged 14840 Iteration 13Q (97.658696 sec): 18 clusters Score: Raw -99428136.091791 + Penalty 37448.918847 = -99390687.172944 nChanged 14564 Iteration 14Q (102.103948 sec): 18 clusters Score: Raw -99434728.305217 + Penalty 37448.918847 = -99397279.386370 nChanged 14636 Iteration 15Q (106.262247 sec): 18 clusters Score: Raw -99441134.959322 + Penalty 37448.918847 = -99403686.040475 nChanged 15145 Iteration 16Q (110.932155 sec): 18 clusters Score: Raw -99447681.903480 + Penalty 37448.918847 = -99410232.984633 nChanged 15806 Iteration 17Q (115.067652 sec): 18 clusters Score: Raw -99454593.159169 + Penalty 37448.918847 = -99417144.240322 nChanged 16953 Iteration 18Q (119.625222 sec): 18 clusters Score: Raw -99462289.313039 + Penalty 37448.918847 = -99424840.394192 nChanged 18050 Deleting Class 10 (1449 points): Lose 2195.859354 but Gain 2202.877579 Iteration 19Q (123.943077 sec): 17 clusters Score: Raw -99468513.701904 + Penalty 35246.041268 = -99433267.660636 nChanged 20068 Writing temp clu file Because OldScore, -99424840.394192, is greater than current (better) Score,-99433267.660636 Compute initial score before splitting: Score: Raw -99468513.701904 + Penalty 35246.041268 = -99433267.660636 Trying to split cluster 1 (8153 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (124.375187 sec): 2 clusters Score: Raw -1048359.955052 + Penalty 1463.497951 = -1046896.457101 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (124.439660 sec): 3 clusters Score: Raw -1043879.986916 + Penalty 2926.995902 = -1040952.991014 nChanged 3429 SP:Iteration 1F (124.484863 sec): 3 clusters Score: Raw -1045871.105931 + Penalty 2926.995902 = -1042944.110029 nChanged 638 SP:Iteration 2F (124.539782 sec): 3 clusters Score: Raw -1046295.272219 + Penalty 2926.995902 = -1043368.276317 nChanged 582 SP:Iteration 3F (124.595068 sec): 3 clusters Score: Raw -1046714.032333 + Penalty 2926.995902 = -1043787.036431 nChanged 542 SP:Iteration 4F (124.649697 sec): 3 clusters Score: Raw -1047127.962488 + Penalty 2926.995902 = -1044200.966586 nChanged 505 SP:Iteration 5F (124.705204 sec): 3 clusters Score: Raw -1047514.732536 + Penalty 2926.995902 = -1044587.736634 nChanged 437 SP:Iteration 6F (124.770336 sec): 3 clusters Score: Raw -1047849.720411 + Penalty 2926.995902 = -1044922.724509 nChanged 344 SP:Iteration 7Q (124.815794 sec): 3 clusters Score: Raw -1048123.981672 + Penalty 2926.995902 = -1045196.985770 nChanged 305 SP:Iteration 8Q (124.870903 sec): 3 clusters Score: Raw -1048329.158764 + Penalty 2926.995902 = -1045402.162862 nChanged 218 SP:Iteration 9Q (124.931528 sec): 3 clusters Score: Raw -1048468.321049 + Penalty 2926.995902 = -1045541.325147 nChanged 175 SP:Iteration 10Q (124.991835 sec): 3 clusters Score: Raw -1048591.040864 + Penalty 2926.995902 = -1045664.044963 nChanged 157 SP:Iteration 11Q (125.053220 sec): 3 clusters Score: Raw -1048707.968585 + Penalty 2926.995902 = -1045780.972683 nChanged 136 SP:Iteration 12Q (125.112577 sec): 3 clusters Score: Raw -1048802.364823 + Penalty 2926.995902 = -1045875.368921 nChanged 97 SP:Iteration 13Q (125.173819 sec): 3 clusters Score: Raw -1048873.818447 + Penalty 2926.995902 = -1045946.822545 nChanged 85 SP:Iteration 14Q (125.235056 sec): 3 clusters Score: Raw -1048940.676770 + Penalty 2926.995902 = -1046013.680868 nChanged 72 SP:Iteration 15Q (125.306051 sec): 3 clusters Score: Raw -1048995.250301 + Penalty 2926.995902 = -1046068.254399 nChanged 53 SP:Iteration 16Q (125.358478 sec): 3 clusters Score: Raw -1049037.522732 + Penalty 2926.995902 = -1046110.526830 nChanged 56 SP:Iteration 17Q (125.406081 sec): 3 clusters Score: Raw -1049081.607156 + Penalty 2926.995902 = -1046154.611254 nChanged 47 SP:Iteration 18Q (125.465495 sec): 3 clusters Score: Raw -1049115.563105 + Penalty 2926.995902 = -1046188.567203 nChanged 35 SP:Iteration 19Q (125.516553 sec): 3 clusters Score: Raw -1049143.360521 + Penalty 2926.995902 = -1046216.364619 nChanged 31 SP:Iteration 20F (125.565555 sec): 3 clusters Score: Raw -1049162.188547 + Penalty 2926.995902 = -1046235.192645 nChanged 21 SP:Iteration 21Q (125.625508 sec): 3 clusters Score: Raw -1049170.582284 + Penalty 2926.995902 = -1046243.586382 nChanged 11 SP:Iteration 22Q (125.685740 sec): 3 clusters Score: Raw -1049175.894828 + Penalty 2926.995902 = -1046248.898926 nChanged 5 SP:Iteration 23Q (125.745821 sec): 3 clusters Score: Raw -1049177.484994 + Penalty 2926.995902 = -1046250.489092 nChanged 3 SP:Iteration 24Q (125.805753 sec): 3 clusters Score: Raw -1049178.481396 + Penalty 2926.995902 = -1046251.485494 nChanged 5 SP:Iteration 25Q (125.858465 sec): 3 clusters Score: Raw -1049179.655059 + Penalty 2926.995902 = -1046252.659157 nChanged 4 SP:Iteration 26Q (125.930367 sec): 3 clusters Score: Raw -1049181.288547 + Penalty 2926.995902 = -1046254.292645 nChanged 4 SP:Iteration 27Q (125.976415 sec): 3 clusters Score: Raw -1049182.592603 + Penalty 2926.995902 = -1046255.596701 nChanged 0 SP:Iteration 28F (126.025962 sec): 3 clusters Score: Raw -1049182.592603 + Penalty 2926.995902 = -1046255.596701 nChanged 0 Trying to split cluster 2 (5015 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (126.068586 sec): 2 clusters Score: Raw -626639.501206 + Penalty 1384.530664 = -625254.970543 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (126.102775 sec): 3 clusters Score: Raw -624094.635624 + Penalty 2769.061328 = -621325.574296 nChanged 2003 SP:Iteration 1F (126.159891 sec): 3 clusters Score: Raw -625323.661758 + Penalty 2769.061328 = -622554.600430 nChanged 414 SP:Iteration 2F (126.216725 sec): 3 clusters Score: Raw -625611.386948 + Penalty 2769.061328 = -622842.325620 nChanged 303 SP:Iteration 3F (126.273021 sec): 3 clusters Score: Raw -625811.617392 + Penalty 2769.061328 = -623042.556064 nChanged 245 SP:Iteration 4Q (126.317832 sec): 3 clusters Score: Raw -625983.864714 + Penalty 2769.061328 = -623214.803386 nChanged 238 SP:Iteration 5Q (126.376409 sec): 3 clusters Score: Raw -626158.461348 + Penalty 2769.061328 = -623389.400020 nChanged 222 SP:Iteration 6Q (126.434582 sec): 3 clusters Score: Raw -626326.046668 + Penalty 2769.061328 = -623556.985340 nChanged 225 SP:Iteration 7Q (126.498003 sec): 3 clusters Score: Raw -626505.167362 + Penalty 2769.061328 = -623736.106035 nChanged 230 SP:Iteration 8Q (126.549290 sec): 3 clusters Score: Raw -626734.572396 + Penalty 2769.061328 = -623965.511069 nChanged 241 SP:Iteration 9Q (126.582044 sec): 3 clusters Score: Raw -627010.654127 + Penalty 2769.061328 = -624241.592800 nChanged 239 SP:Iteration 10Q (126.641662 sec): 3 clusters Score: Raw -627297.946991 + Penalty 2769.061328 = -624528.885664 nChanged 214 SP:Iteration 11Q (126.692219 sec): 3 clusters Score: Raw -627557.177262 + Penalty 2769.061328 = -624788.115935 nChanged 170 SP:Iteration 12Q (126.733077 sec): 3 clusters Score: Raw -627790.064128 + Penalty 2769.061328 = -625021.002800 nChanged 152 SP:Iteration 13Q (126.782352 sec): 3 clusters Score: Raw -628017.146053 + Penalty 2769.061328 = -625248.084725 nChanged 99 SP:Iteration 14Q (126.841346 sec): 3 clusters Score: Raw -628155.185569 + Penalty 2769.061328 = -625386.124241 nChanged 73 SP:Iteration 15Q (126.884675 sec): 3 clusters Score: Raw -628226.091754 + Penalty 2769.061328 = -625457.030426 nChanged 51 SP:Iteration 16Q (126.934146 sec): 3 clusters Score: Raw -628296.024978 + Penalty 2769.061328 = -625526.963651 nChanged 45 SP:Iteration 17Q (126.978215 sec): 3 clusters Score: Raw -628405.128448 + Penalty 2769.061328 = -625636.067121 nChanged 42 SP:Iteration 18Q (127.016372 sec): 3 clusters Score: Raw -628520.550982 + Penalty 2769.061328 = -625751.489654 nChanged 45 SP:Iteration 19Q (127.053940 sec): 3 clusters Score: Raw -628605.322723 + Penalty 2769.061328 = -625836.261396 nChanged 37 SP:Iteration 20F (127.110080 sec): 3 clusters Score: Raw -628645.654852 + Penalty 2769.061328 = -625876.593525 nChanged 29 SP:Iteration 21Q (127.150114 sec): 3 clusters Score: Raw -628662.361175 + Penalty 2769.061328 = -625893.299848 nChanged 16 SP:Iteration 22Q (127.201314 sec): 3 clusters Score: Raw -628667.379712 + Penalty 2769.061328 = -625898.318384 nChanged 7 SP:Iteration 23Q (127.247006 sec): 3 clusters Score: Raw -628671.405719 + Penalty 2769.061328 = -625902.344391 nChanged 8 SP:Iteration 24Q (127.296059 sec): 3 clusters Score: Raw -628674.025427 + Penalty 2769.061328 = -625904.964100 nChanged 4 SP:Iteration 25Q (127.349315 sec): 3 clusters Score: Raw -628675.136574 + Penalty 2769.061328 = -625906.075246 nChanged 4 SP:Iteration 26Q (127.389737 sec): 3 clusters Score: Raw -628677.247103 + Penalty 2769.061328 = -625908.185776 nChanged 10 SP:Iteration 27Q (127.437969 sec): 3 clusters Score: Raw -628680.509493 + Penalty 2769.061328 = -625911.448166 nChanged 7 SP:Iteration 28Q (127.498898 sec): 3 clusters Score: Raw -628682.195494 + Penalty 2769.061328 = -625913.134166 nChanged 8 SP:Iteration 29Q (127.538360 sec): 3 clusters Score: Raw -628684.383364 + Penalty 2769.061328 = -625915.322036 nChanged 9 SP:Iteration 30Q (127.586328 sec): 3 clusters Score: Raw -628687.554523 + Penalty 2769.061328 = -625918.493196 nChanged 3 SP:Iteration 31Q (127.634151 sec): 3 clusters Score: Raw -628688.282488 + Penalty 2769.061328 = -625919.221160 nChanged 2 SP:Iteration 32Q (127.682494 sec): 3 clusters Score: Raw -628688.523822 + Penalty 2769.061328 = -625919.462494 nChanged 1 SP:Iteration 33Q (127.740591 sec): 3 clusters Score: Raw -628688.631899 + Penalty 2769.061328 = -625919.570571 nChanged 2 SP:Iteration 34Q (127.781009 sec): 3 clusters Score: Raw -628689.364099 + Penalty 2769.061328 = -625920.302772 nChanged 4 SP:Iteration 35Q (127.822305 sec): 3 clusters Score: Raw -628690.445695 + Penalty 2769.061328 = -625921.384368 nChanged 3 SP:Iteration 36Q (127.868915 sec): 3 clusters Score: Raw -628690.823173 + Penalty 2769.061328 = -625921.761845 nChanged 2 SP:Iteration 37Q (127.919678 sec): 3 clusters Score: Raw -628691.564186 + Penalty 2769.061328 = -625922.502858 nChanged 3 SP:Iteration 38Q (127.966949 sec): 3 clusters Score: Raw -628692.533752 + Penalty 2769.061328 = -625923.472425 nChanged 3 SP:Iteration 39Q (128.022425 sec): 3 clusters Score: Raw -628693.212773 + Penalty 2769.061328 = -625924.151445 nChanged 2 SP:Iteration 40F (128.078521 sec): 3 clusters Score: Raw -628693.656114 + Penalty 2769.061328 = -625924.594786 nChanged 0 Score: Raw -99476252.065513 + Penalty 37448.918847 = -99438803.146667 Splitting cluster 2 changes total score from -99433267.660636 to -99438803.146667 So it's getting split into cluster 4. Trying to split cluster 3 (27869 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (136.219767 sec): 2 clusters Score: Raw -3594664.784902 + Penalty 1663.231414 = -3593001.553489 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (136.304473 sec): 3 clusters Score: Raw -3577711.989995 + Penalty 3326.462828 = -3574385.527167 nChanged 12634 SP:Iteration 1F (136.390070 sec): 3 clusters Score: Raw -3584729.097196 + Penalty 3326.462828 = -3581402.634368 nChanged 1377 SP:Iteration 2Q (136.481624 sec): 3 clusters Score: Raw -3585226.868439 + Penalty 3326.462828 = -3581900.405611 nChanged 1320 SP:Iteration 3Q (136.571354 sec): 3 clusters Score: Raw -3585720.133073 + Penalty 3326.462828 = -3582393.670246 nChanged 1263 SP:Iteration 4Q (136.662748 sec): 3 clusters Score: Raw -3586188.797274 + Penalty 3326.462828 = -3582862.334446 nChanged 1189 SP:Iteration 5Q (136.753185 sec): 3 clusters Score: Raw -3586648.926878 + Penalty 3326.462828 = -3583322.464051 nChanged 1111 SP:Iteration 6Q (136.837929 sec): 3 clusters Score: Raw -3587115.856369 + Penalty 3326.462828 = -3583789.393541 nChanged 1178 SP:Iteration 7Q (136.929211 sec): 3 clusters Score: Raw -3587659.930241 + Penalty 3326.462828 = -3584333.467413 nChanged 1181 SP:Iteration 8Q (137.016465 sec): 3 clusters Score: Raw -3588252.063200 + Penalty 3326.462828 = -3584925.600373 nChanged 1227 SP:Iteration 9Q (137.106228 sec): 3 clusters Score: Raw -3588970.205870 + Penalty 3326.462828 = -3585643.743042 nChanged 1346 SP:Iteration 10Q (137.185234 sec): 3 clusters Score: Raw -3589812.119977 + Penalty 3326.462828 = -3586485.657150 nChanged 1382 SP:Iteration 11Q (137.274576 sec): 3 clusters Score: Raw -3590662.447149 + Penalty 3326.462828 = -3587335.984322 nChanged 1231 SP:Iteration 12Q (137.364759 sec): 3 clusters Score: Raw -3591350.689278 + Penalty 3326.462828 = -3588024.226451 nChanged 973 SP:Iteration 13Q (137.451568 sec): 3 clusters Score: Raw -3591791.838631 + Penalty 3326.462828 = -3588465.375804 nChanged 765 SP:Iteration 14Q (137.536275 sec): 3 clusters Score: Raw -3592048.457886 + Penalty 3326.462828 = -3588721.995058 nChanged 535 SP:Iteration 15Q (137.619077 sec): 3 clusters Score: Raw -3592176.342342 + Penalty 3326.462828 = -3588849.879514 nChanged 357 SP:Iteration 16Q (137.707150 sec): 3 clusters Score: Raw -3592255.297309 + Penalty 3326.462828 = -3588928.834481 nChanged 287 SP:Iteration 17Q (137.787265 sec): 3 clusters Score: Raw -3592320.332244 + Penalty 3326.462828 = -3588993.869417 nChanged 265 SP:Iteration 18Q (137.876061 sec): 3 clusters Score: Raw -3592382.425255 + Penalty 3326.462828 = -3589055.962428 nChanged 308 SP:Iteration 19Q (137.945005 sec): 3 clusters Score: Raw -3592458.510570 + Penalty 3326.462828 = -3589132.047743 nChanged 304 SP:Iteration 20F (138.023373 sec): 3 clusters Score: Raw -3592536.278415 + Penalty 3326.462828 = -3589209.815587 nChanged 323 SP:Iteration 21Q (138.075276 sec): 3 clusters Score: Raw -3592629.619018 + Penalty 3326.462828 = -3589303.156190 nChanged 364 SP:Iteration 22Q (138.153577 sec): 3 clusters Score: Raw -3592746.074214 + Penalty 3326.462828 = -3589419.611386 nChanged 400 SP:Iteration 23Q (138.221867 sec): 3 clusters Score: Raw -3592875.668703 + Penalty 3326.462828 = -3589549.205876 nChanged 374 SP:Iteration 24Q (138.274788 sec): 3 clusters Score: Raw -3592992.223002 + Penalty 3326.462828 = -3589665.760174 nChanged 370 SP:Iteration 25Q (138.338324 sec): 3 clusters Score: Raw -3593127.797319 + Penalty 3326.462828 = -3589801.334491 nChanged 417 SP:Iteration 26Q (138.391374 sec): 3 clusters Score: Raw -3593294.965917 + Penalty 3326.462828 = -3589968.503089 nChanged 440 SP:Iteration 27Q (138.443395 sec): 3 clusters Score: Raw -3593474.338825 + Penalty 3326.462828 = -3590147.875998 nChanged 417 SP:Iteration 28Q (138.500166 sec): 3 clusters Score: Raw -3593635.171733 + Penalty 3326.462828 = -3590308.708906 nChanged 381 SP:Iteration 29Q (138.556503 sec): 3 clusters Score: Raw -3593767.610833 + Penalty 3326.462828 = -3590441.148005 nChanged 356 SP:Iteration 30Q (138.613823 sec): 3 clusters Score: Raw -3593885.209315 + Penalty 3326.462828 = -3590558.746487 nChanged 342 SP:Iteration 31Q (138.680758 sec): 3 clusters Score: Raw -3593989.934092 + Penalty 3326.462828 = -3590663.471264 nChanged 324 SP:Iteration 32Q (138.739839 sec): 3 clusters Score: Raw -3594088.648152 + Penalty 3326.462828 = -3590762.185324 nChanged 279 SP:Iteration 33Q (138.790688 sec): 3 clusters Score: Raw -3594167.596066 + Penalty 3326.462828 = -3590841.133238 nChanged 239 SP:Iteration 34Q (138.842252 sec): 3 clusters Score: Raw -3594231.368566 + Penalty 3326.462828 = -3590904.905738 nChanged 226 SP:Iteration 35Q (138.894054 sec): 3 clusters Score: Raw -3594291.432629 + Penalty 3326.462828 = -3590964.969802 nChanged 198 SP:Iteration 36Q (138.947423 sec): 3 clusters Score: Raw -3594348.262450 + Penalty 3326.462828 = -3591021.799622 nChanged 206 SP:Iteration 37Q (139.006191 sec): 3 clusters Score: Raw -3594400.894923 + Penalty 3326.462828 = -3591074.432095 nChanged 192 SP:Iteration 38Q (139.064748 sec): 3 clusters Score: Raw -3594444.539016 + Penalty 3326.462828 = -3591118.076188 nChanged 163 SP:Iteration 39Q (139.120705 sec): 3 clusters Score: Raw -3594479.932561 + Penalty 3326.462828 = -3591153.469734 nChanged 156 SP:Iteration 40F (139.176913 sec): 3 clusters Score: Raw -3594516.637065 + Penalty 3326.462828 = -3591190.174238 nChanged 143 SP:Iteration 41Q (139.230502 sec): 3 clusters Score: Raw -3594548.890577 + Penalty 3326.462828 = -3591222.427749 nChanged 167 SP:Iteration 42Q (139.301465 sec): 3 clusters Score: Raw -3594583.517802 + Penalty 3326.462828 = -3591257.054974 nChanged 156 SP:Iteration 43Q (139.377598 sec): 3 clusters Score: Raw -3594611.989888 + Penalty 3326.462828 = -3591285.527060 nChanged 137 SP:Iteration 44Q (139.432579 sec): 3 clusters Score: Raw -3594635.505064 + Penalty 3326.462828 = -3591309.042236 nChanged 119 SP:Iteration 45Q (139.488802 sec): 3 clusters Score: Raw -3594656.117984 + Penalty 3326.462828 = -3591329.655156 nChanged 118 SP:Iteration 46Q (139.548054 sec): 3 clusters Score: Raw -3594675.894600 + Penalty 3326.462828 = -3591349.431772 nChanged 112 SP:Iteration 47Q (139.597345 sec): 3 clusters Score: Raw -3594696.787875 + Penalty 3326.462828 = -3591370.325048 nChanged 114 SP:Iteration 48Q (139.649654 sec): 3 clusters Score: Raw -3594714.449151 + Penalty 3326.462828 = -3591387.986324 nChanged 96 SP:Iteration 49Q (139.698686 sec): 3 clusters Score: Raw -3594727.373304 + Penalty 3326.462828 = -3591400.910476 nChanged 91 SP:Iteration 50Q (139.748481 sec): 3 clusters Score: Raw -3594738.968861 + Penalty 3326.462828 = -3591412.506034 nChanged 78 SP:Iteration 51Q (139.797303 sec): 3 clusters Score: Raw -3594748.681951 + Penalty 3326.462828 = -3591422.219123 nChanged 71 SP:Iteration 52Q (139.869267 sec): 3 clusters Score: Raw -3594756.875658 + Penalty 3326.462828 = -3591430.412830 nChanged 63 SP:Iteration 53Q (139.934911 sec): 3 clusters Score: Raw -3594764.780564 + Penalty 3326.462828 = -3591438.317736 nChanged 70 SP:Iteration 54Q (139.989490 sec): 3 clusters Score: Raw -3594773.916985 + Penalty 3326.462828 = -3591447.454157 nChanged 80 SP:Iteration 55Q (140.046883 sec): 3 clusters Score: Raw -3594783.781655 + Penalty 3326.462828 = -3591457.318827 nChanged 74 SP:Iteration 56Q (140.114648 sec): 3 clusters Score: Raw -3594793.718741 + Penalty 3326.462828 = -3591467.255914 nChanged 67 SP:Iteration 57Q (140.166183 sec): 3 clusters Score: Raw -3594802.627354 + Penalty 3326.462828 = -3591476.164526 nChanged 64 SP:Iteration 58Q (140.239261 sec): 3 clusters Score: Raw -3594811.890178 + Penalty 3326.462828 = -3591485.427350 nChanged 67 SP:Iteration 59Q (140.320669 sec): 3 clusters Score: Raw -3594820.430147 + Penalty 3326.462828 = -3591493.967319 nChanged 48 SP:Iteration 60F (140.403506 sec): 3 clusters Score: Raw -3594825.878654 + Penalty 3326.462828 = -3591499.415827 nChanged 40 SP:Iteration 61Q (140.490105 sec): 3 clusters Score: Raw -3594830.315993 + Penalty 3326.462828 = -3591503.853165 nChanged 44 SP:Iteration 62Q (140.568368 sec): 3 clusters Score: Raw -3594834.622513 + Penalty 3326.462828 = -3591508.159686 nChanged 37 SP:Iteration 63Q (140.652223 sec): 3 clusters Score: Raw -3594838.014557 + Penalty 3326.462828 = -3591511.551729 nChanged 49 SP:Iteration 64Q (140.725372 sec): 3 clusters Score: Raw -3594844.160407 + Penalty 3326.462828 = -3591517.697579 nChanged 56 SP:Iteration 65Q (140.802027 sec): 3 clusters Score: Raw -3594850.708248 + Penalty 3326.462828 = -3591524.245420 nChanged 47 SP:Iteration 66Q (140.874017 sec): 3 clusters Score: Raw -3594855.668089 + Penalty 3326.462828 = -3591529.205262 nChanged 44 SP:Iteration 67Q (140.952220 sec): 3 clusters Score: Raw -3594859.845765 + Penalty 3326.462828 = -3591533.382938 nChanged 35 SP:Iteration 68Q (141.031058 sec): 3 clusters Score: Raw -3594863.361190 + Penalty 3326.462828 = -3591536.898362 nChanged 30 SP:Iteration 69Q (141.107852 sec): 3 clusters Score: Raw -3594867.053537 + Penalty 3326.462828 = -3591540.590710 nChanged 31 SP:Iteration 70Q (141.183774 sec): 3 clusters Score: Raw -3594871.302918 + Penalty 3326.462828 = -3591544.840090 nChanged 34 SP:Iteration 71Q (141.262818 sec): 3 clusters Score: Raw -3594875.467689 + Penalty 3326.462828 = -3591549.004861 nChanged 41 SP:Iteration 72Q (141.347702 sec): 3 clusters Score: Raw -3594880.781178 + Penalty 3326.462828 = -3591554.318350 nChanged 36 SP:Iteration 73Q (141.418730 sec): 3 clusters Score: Raw -3594885.085680 + Penalty 3326.462828 = -3591558.622853 nChanged 33 SP:Iteration 74Q (141.497457 sec): 3 clusters Score: Raw -3594888.945507 + Penalty 3326.462828 = -3591562.482679 nChanged 49 SP:Iteration 75Q (141.576233 sec): 3 clusters Score: Raw -3594895.021264 + Penalty 3326.462828 = -3591568.558436 nChanged 43 SP:Iteration 76Q (141.651727 sec): 3 clusters Score: Raw -3594899.905338 + Penalty 3326.462828 = -3591573.442510 nChanged 31 SP:Iteration 77Q (141.731690 sec): 3 clusters Score: Raw -3594903.324201 + Penalty 3326.462828 = -3591576.861373 nChanged 30 SP:Iteration 78Q (141.801091 sec): 3 clusters Score: Raw -3594906.680344 + Penalty 3326.462828 = -3591580.217516 nChanged 32 SP:Iteration 79Q (141.883523 sec): 3 clusters Score: Raw -3594909.901823 + Penalty 3326.462828 = -3591583.438995 nChanged 30 SP:Iteration 80F (141.962842 sec): 3 clusters Score: Raw -3594912.675397 + Penalty 3326.462828 = -3591586.212569 nChanged 28 SP:Iteration 81Q (142.044790 sec): 3 clusters Score: Raw -3594915.945295 + Penalty 3326.462828 = -3591589.482467 nChanged 28 SP:Iteration 82Q (142.126108 sec): 3 clusters Score: Raw -3594918.501105 + Penalty 3326.462828 = -3591592.038278 nChanged 18 SP:Iteration 83Q (142.207240 sec): 3 clusters Score: Raw -3594920.481409 + Penalty 3326.462828 = -3591594.018581 nChanged 26 SP:Iteration 84Q (142.289047 sec): 3 clusters Score: Raw -3594922.979667 + Penalty 3326.462828 = -3591596.516839 nChanged 31 SP:Iteration 85Q (142.371686 sec): 3 clusters Score: Raw -3594926.371665 + Penalty 3326.462828 = -3591599.908837 nChanged 32 SP:Iteration 86Q (142.454751 sec): 3 clusters Score: Raw -3594930.057312 + Penalty 3326.462828 = -3591603.594484 nChanged 23 SP:Iteration 87Q (142.538328 sec): 3 clusters Score: Raw -3594932.482655 + Penalty 3326.462828 = -3591606.019827 nChanged 23 SP:Iteration 88Q (142.622185 sec): 3 clusters Score: Raw -3594934.888761 + Penalty 3326.462828 = -3591608.425934 nChanged 20 SP:Iteration 89Q (142.693926 sec): 3 clusters Score: Raw -3594936.639435 + Penalty 3326.462828 = -3591610.176607 nChanged 22 SP:Iteration 90Q (142.778015 sec): 3 clusters Score: Raw -3594938.674641 + Penalty 3326.462828 = -3591612.211814 nChanged 20 SP:Iteration 91Q (142.862087 sec): 3 clusters Score: Raw -3594940.573245 + Penalty 3326.462828 = -3591614.110417 nChanged 22 SP:Iteration 92Q (142.943907 sec): 3 clusters Score: Raw -3594942.763984 + Penalty 3326.462828 = -3591616.301157 nChanged 16 SP:Iteration 93Q (143.027606 sec): 3 clusters Score: Raw -3594944.471812 + Penalty 3326.462828 = -3591618.008984 nChanged 20 SP:Iteration 94Q (143.100776 sec): 3 clusters Score: Raw -3594946.538675 + Penalty 3326.462828 = -3591620.075848 nChanged 23 SP:Iteration 95Q (143.183035 sec): 3 clusters Score: Raw -3594948.632960 + Penalty 3326.462828 = -3591622.170133 nChanged 17 SP:Iteration 96Q (143.267170 sec): 3 clusters Score: Raw -3594950.520593 + Penalty 3326.462828 = -3591624.057765 nChanged 21 SP:Iteration 97Q (143.350889 sec): 3 clusters Score: Raw -3594952.707673 + Penalty 3326.462828 = -3591626.244846 nChanged 24 SP:Iteration 98Q (143.435012 sec): 3 clusters Score: Raw -3594955.481686 + Penalty 3326.462828 = -3591629.018858 nChanged 24 SP:Iteration 99Q (143.518264 sec): 3 clusters Score: Raw -3594959.044794 + Penalty 3326.462828 = -3591632.581966 nChanged 25 SP:Iteration 100F (143.608057 sec): 3 clusters Score: Raw -3594962.952422 + Penalty 3326.462828 = -3591636.489595 nChanged 29 SP:Iteration 101Q (143.691859 sec): 3 clusters Score: Raw -3594967.585388 + Penalty 3326.462828 = -3591641.122560 nChanged 36 SP:Iteration 102Q (143.775456 sec): 3 clusters Score: Raw -3594972.203256 + Penalty 3326.462828 = -3591645.740428 nChanged 20 SP:Iteration 103Q (143.859546 sec): 3 clusters Score: Raw -3594974.486519 + Penalty 3326.462828 = -3591648.023691 nChanged 25 SP:Iteration 104Q (143.943310 sec): 3 clusters Score: Raw -3594976.582501 + Penalty 3326.462828 = -3591650.119674 nChanged 14 SP:Iteration 105Q (144.014044 sec): 3 clusters Score: Raw -3594977.855711 + Penalty 3326.462828 = -3591651.392884 nChanged 13 SP:Iteration 106Q (144.085824 sec): 3 clusters Score: Raw -3594979.292476 + Penalty 3326.462828 = -3591652.829649 nChanged 13 SP:Iteration 107Q (144.164329 sec): 3 clusters Score: Raw -3594980.699181 + Penalty 3326.462828 = -3591654.236353 nChanged 17 SP:Iteration 108Q (144.232327 sec): 3 clusters Score: Raw -3594982.170111 + Penalty 3326.462828 = -3591655.707283 nChanged 19 SP:Iteration 109Q (144.310797 sec): 3 clusters Score: Raw -3594984.385324 + Penalty 3326.462828 = -3591657.922496 nChanged 24 SP:Iteration 110Q (144.389252 sec): 3 clusters Score: Raw -3594987.413632 + Penalty 3326.462828 = -3591660.950804 nChanged 17 SP:Iteration 111Q (144.468319 sec): 3 clusters Score: Raw -3594989.205269 + Penalty 3326.462828 = -3591662.742441 nChanged 16 SP:Iteration 112Q (144.553591 sec): 3 clusters Score: Raw -3594990.534800 + Penalty 3326.462828 = -3591664.071973 nChanged 18 SP:Iteration 113Q (144.623757 sec): 3 clusters Score: Raw -3594992.156045 + Penalty 3326.462828 = -3591665.693217 nChanged 11 SP:Iteration 114Q (144.701148 sec): 3 clusters Score: Raw -3594993.050817 + Penalty 3326.462828 = -3591666.587989 nChanged 10 SP:Iteration 115Q (144.770121 sec): 3 clusters Score: Raw -3594993.899630 + Penalty 3326.462828 = -3591667.436803 nChanged 15 SP:Iteration 116Q (144.848142 sec): 3 clusters Score: Raw -3594996.012170 + Penalty 3326.462828 = -3591669.549342 nChanged 26 SP:Iteration 117Q (144.926354 sec): 3 clusters Score: Raw -3594998.833856 + Penalty 3326.462828 = -3591672.371029 nChanged 19 SP:Iteration 118Q (145.004403 sec): 3 clusters Score: Raw -3595001.120243 + Penalty 3326.462828 = -3591674.657416 nChanged 28 SP:Iteration 119Q (145.054695 sec): 3 clusters Score: Raw -3595004.408402 + Penalty 3326.462828 = -3591677.945575 nChanged 37 SP:Iteration 120F (145.109033 sec): 3 clusters Score: Raw -3595010.122476 + Penalty 3326.462828 = -3591683.659649 nChanged 42 SP:Iteration 121Q (145.181046 sec): 3 clusters Score: Raw -3595016.331994 + Penalty 3326.462828 = -3591689.869166 nChanged 38 SP:Iteration 122Q (145.227606 sec): 3 clusters Score: Raw -3595022.056309 + Penalty 3326.462828 = -3591695.593482 nChanged 46 SP:Iteration 123Q (145.282520 sec): 3 clusters Score: Raw -3595031.863515 + Penalty 3326.462828 = -3591705.400687 nChanged 56 SP:Iteration 124Q (145.328777 sec): 3 clusters Score: Raw -3595041.485994 + Penalty 3326.462828 = -3591715.023167 nChanged 45 SP:Iteration 125Q (145.375212 sec): 3 clusters Score: Raw -3595048.957130 + Penalty 3326.462828 = -3591722.494303 nChanged 40 SP:Iteration 126Q (145.427017 sec): 3 clusters Score: Raw -3595054.145712 + Penalty 3326.462828 = -3591727.682884 nChanged 25 SP:Iteration 127Q (145.495800 sec): 3 clusters Score: Raw -3595058.078350 + Penalty 3326.462828 = -3591731.615522 nChanged 31 SP:Iteration 128Q (145.548153 sec): 3 clusters Score: Raw -3595062.507120 + Penalty 3326.462828 = -3591736.044293 nChanged 32 SP:Iteration 129Q (145.594185 sec): 3 clusters Score: Raw -3595067.428316 + Penalty 3326.462828 = -3591740.965489 nChanged 35 SP:Iteration 130Q (145.642803 sec): 3 clusters Score: Raw -3595073.049920 + Penalty 3326.462828 = -3591746.587092 nChanged 31 SP:Iteration 131Q (145.689191 sec): 3 clusters Score: Raw -3595077.537079 + Penalty 3326.462828 = -3591751.074251 nChanged 32 SP:Iteration 132Q (145.735515 sec): 3 clusters Score: Raw -3595082.794138 + Penalty 3326.462828 = -3591756.331310 nChanged 32 SP:Iteration 133Q (145.781696 sec): 3 clusters Score: Raw -3595087.836958 + Penalty 3326.462828 = -3591761.374130 nChanged 34 SP:Iteration 134Q (145.829994 sec): 3 clusters Score: Raw -3595093.536115 + Penalty 3326.462828 = -3591767.073288 nChanged 26 SP:Iteration 135Q (145.895354 sec): 3 clusters Score: Raw -3595097.058001 + Penalty 3326.462828 = -3591770.595173 nChanged 26 SP:Iteration 136Q (145.941653 sec): 3 clusters Score: Raw -3595101.240344 + Penalty 3326.462828 = -3591774.777517 nChanged 26 SP:Iteration 137Q (145.996539 sec): 3 clusters Score: Raw -3595105.071849 + Penalty 3326.462828 = -3591778.609021 nChanged 25 SP:Iteration 138Q (146.066593 sec): 3 clusters Score: Raw -3595109.249986 + Penalty 3326.462828 = -3591782.787159 nChanged 26 SP:Iteration 139Q (146.115896 sec): 3 clusters Score: Raw -3595113.159872 + Penalty 3326.462828 = -3591786.697045 nChanged 27 SP:Iteration 140F (146.168007 sec): 3 clusters Score: Raw -3595116.810805 + Penalty 3326.462828 = -3591790.347977 nChanged 20 SP:Iteration 141Q (146.222306 sec): 3 clusters Score: Raw -3595119.607814 + Penalty 3326.462828 = -3591793.144987 nChanged 18 SP:Iteration 142Q (146.268168 sec): 3 clusters Score: Raw -3595122.075721 + Penalty 3326.462828 = -3591795.612893 nChanged 13 SP:Iteration 143Q (146.314062 sec): 3 clusters Score: Raw -3595124.109376 + Penalty 3326.462828 = -3591797.646548 nChanged 21 SP:Iteration 144Q (146.368895 sec): 3 clusters Score: Raw -3595127.479203 + Penalty 3326.462828 = -3591801.016375 nChanged 11 SP:Iteration 145Q (146.449502 sec): 3 clusters Score: Raw -3595128.752986 + Penalty 3326.462828 = -3591802.290158 nChanged 13 SP:Iteration 146Q (146.510085 sec): 3 clusters Score: Raw -3595130.735958 + Penalty 3326.462828 = -3591804.273131 nChanged 7 SP:Iteration 147Q (146.592531 sec): 3 clusters Score: Raw -3595131.477383 + Penalty 3326.462828 = -3591805.014555 nChanged 7 SP:Iteration 148Q (146.646626 sec): 3 clusters Score: Raw -3595132.569258 + Penalty 3326.462828 = -3591806.106430 nChanged 12 SP:Iteration 149Q (146.696350 sec): 3 clusters Score: Raw -3595134.052609 + Penalty 3326.462828 = -3591807.589781 nChanged 8 SP:Iteration 150Q (146.742267 sec): 3 clusters Score: Raw -3595135.017271 + Penalty 3326.462828 = -3591808.554443 nChanged 10 SP:Iteration 151Q (146.787601 sec): 3 clusters Score: Raw -3595136.622333 + Penalty 3326.462828 = -3591810.159505 nChanged 12 SP:Iteration 152Q (146.833666 sec): 3 clusters Score: Raw -3595138.805788 + Penalty 3326.462828 = -3591812.342960 nChanged 14 SP:Iteration 153Q (146.898525 sec): 3 clusters Score: Raw -3595141.033371 + Penalty 3326.462828 = -3591814.570543 nChanged 18 SP:Iteration 154Q (146.952670 sec): 3 clusters Score: Raw -3595143.803741 + Penalty 3326.462828 = -3591817.340913 nChanged 16 SP:Iteration 155Q (147.012081 sec): 3 clusters Score: Raw -3595145.781458 + Penalty 3326.462828 = -3591819.318631 nChanged 10 SP:Iteration 156Q (147.057727 sec): 3 clusters Score: Raw -3595146.899337 + Penalty 3326.462828 = -3591820.436509 nChanged 9 SP:Iteration 157Q (147.103915 sec): 3 clusters Score: Raw -3595148.183560 + Penalty 3326.462828 = -3591821.720732 nChanged 10 SP:Iteration 158Q (147.149894 sec): 3 clusters Score: Raw -3595149.336155 + Penalty 3326.462828 = -3591822.873327 nChanged 11 SP:Iteration 159Q (147.195329 sec): 3 clusters Score: Raw -3595150.842971 + Penalty 3326.462828 = -3591824.380143 nChanged 9 SP:Iteration 160F (147.279340 sec): 3 clusters Score: Raw -3595151.944721 + Penalty 3326.462828 = -3591825.481894 nChanged 7 SP:Iteration 161Q (147.355279 sec): 3 clusters Score: Raw -3595152.646646 + Penalty 3326.462828 = -3591826.183818 nChanged 7 SP:Iteration 162Q (147.423039 sec): 3 clusters Score: Raw -3595153.490058 + Penalty 3326.462828 = -3591827.027231 nChanged 4 SP:Iteration 163Q (147.498892 sec): 3 clusters Score: Raw -3595153.865853 + Penalty 3326.462828 = -3591827.403025 nChanged 4 SP:Iteration 164Q (147.575037 sec): 3 clusters Score: Raw -3595154.199015 + Penalty 3326.462828 = -3591827.736188 nChanged 2 SP:Iteration 165Q (147.647959 sec): 3 clusters Score: Raw -3595154.285621 + Penalty 3326.462828 = -3591827.822793 nChanged 0 SP:Iteration 166F (147.731058 sec): 3 clusters Score: Raw -3595154.285621 + Penalty 3326.462828 = -3591827.822793 nChanged 0 Trying to split cluster 5 (7768 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (147.753822 sec): 2 clusters Score: Raw -999288.396414 + Penalty 1455.637302 = -997832.759113 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (147.807144 sec): 3 clusters Score: Raw -995023.674729 + Penalty 2911.274603 = -992112.400125 nChanged 3276 SP:Iteration 1F (147.857943 sec): 3 clusters Score: Raw -996968.003918 + Penalty 2911.274603 = -994056.729315 nChanged 612 SP:Iteration 2F (147.911941 sec): 3 clusters Score: Raw -997465.918070 + Penalty 2911.274603 = -994554.643467 nChanged 650 SP:Iteration 3F (147.967011 sec): 3 clusters Score: Raw -998207.598249 + Penalty 2911.274603 = -995296.323646 nChanged 742 SP:Iteration 4F (148.021605 sec): 3 clusters Score: Raw -999358.583640 + Penalty 2911.274603 = -996447.309037 nChanged 791 SP:Iteration 5F (148.085674 sec): 3 clusters Score: Raw -1001292.863141 + Penalty 2911.274603 = -998381.588538 nChanged 664 SP:Iteration 6F (148.130383 sec): 3 clusters Score: Raw -1004027.459211 + Penalty 2911.274603 = -1001116.184608 nChanged 432 SP:Iteration 7F (148.186335 sec): 3 clusters Score: Raw -1004627.021020 + Penalty 2911.274603 = -1001715.746417 nChanged 217 SP:Iteration 8Q (148.244994 sec): 3 clusters Score: Raw -1004770.625051 + Penalty 2911.274603 = -1001859.350448 nChanged 103 SP:Iteration 9Q (148.283577 sec): 3 clusters Score: Raw -1004805.764295 + Penalty 2911.274603 = -1001894.489692 nChanged 41 SP:Iteration 10Q (148.339456 sec): 3 clusters Score: Raw -1004814.197106 + Penalty 2911.274603 = -1001902.922503 nChanged 18 SP:Iteration 11Q (148.391627 sec): 3 clusters Score: Raw -1004817.832257 + Penalty 2911.274603 = -1001906.557654 nChanged 11 SP:Iteration 12Q (148.455292 sec): 3 clusters Score: Raw -1004819.781102 + Penalty 2911.274603 = -1001908.506498 nChanged 7 SP:Iteration 13Q (148.500212 sec): 3 clusters Score: Raw -1004820.355616 + Penalty 2911.274603 = -1001909.081013 nChanged 5 SP:Iteration 14Q (148.554024 sec): 3 clusters Score: Raw -1004821.092330 + Penalty 2911.274603 = -1001909.817727 nChanged 3 SP:Iteration 15Q (148.608826 sec): 3 clusters Score: Raw -1004821.587807 + Penalty 2911.274603 = -1001910.313204 nChanged 1 SP:Iteration 16Q (148.662840 sec): 3 clusters Score: Raw -1004821.683473 + Penalty 2911.274603 = -1001910.408870 nChanged 3 SP:Iteration 17Q (148.710901 sec): 3 clusters Score: Raw -1004822.067936 + Penalty 2911.274603 = -1001910.793333 nChanged 1 SP:Iteration 18Q (148.776283 sec): 3 clusters Score: Raw -1004822.159032 + Penalty 2911.274603 = -1001910.884429 nChanged 0 SP:Iteration 19F (148.829362 sec): 3 clusters Score: Raw -1004822.159032 + Penalty 2911.274603 = -1001910.884429 nChanged 0 Score: Raw -99481785.828132 + Penalty 39651.796426 = -99442134.031706 Splitting cluster 5 changes total score from -99433267.660636 to -99442134.031706 So it's getting split into cluster 10. Trying to split cluster 6 (445509 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (157.838115 sec): 2 clusters Score: Raw -58502568.683056 + Penalty 2113.633068 = -58500455.049988 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (158.543419 sec): 3 clusters Score: Raw -58202909.269885 + Penalty 4227.266137 = -58198682.003748 nChanged 218567 SP:Iteration 1F (159.241673 sec): 3 clusters Score: Raw -58337213.148903 + Penalty 4227.266137 = -58332985.882766 nChanged 15499 SP:Iteration 2Q (159.949745 sec): 3 clusters Score: Raw -58341816.795005 + Penalty 4227.266137 = -58337589.528868 nChanged 17708 SP:Iteration 3Q (160.673765 sec): 3 clusters Score: Raw -58348533.249993 + Penalty 4227.266137 = -58344305.983857 nChanged 20963 SP:Iteration 4Q (161.408066 sec): 3 clusters Score: Raw -58358264.051398 + Penalty 4227.266137 = -58354036.785262 nChanged 24553 SP:Iteration 5F (162.112820 sec): 3 clusters Score: Raw -58371472.630832 + Penalty 4227.266137 = -58367245.364695 nChanged 27238 SP:Iteration 6F (162.809508 sec): 3 clusters Score: Raw -58388531.366533 + Penalty 4227.266137 = -58384304.100396 nChanged 29018 SP:Iteration 7F (163.508076 sec): 3 clusters Score: Raw -58408613.669992 + Penalty 4227.266137 = -58404386.403855 nChanged 27942 SP:Iteration 8F (164.208700 sec): 3 clusters Score: Raw -58428784.230373 + Penalty 4227.266137 = -58424556.964236 nChanged 24690 SP:Iteration 9F (164.903450 sec): 3 clusters Score: Raw -58446759.448113 + Penalty 4227.266137 = -58442532.181976 nChanged 20504 SP:Iteration 10Q (165.629201 sec): 3 clusters Score: Raw -58462363.682878 + Penalty 4227.266137 = -58458136.416741 nChanged 16379 SP:Iteration 11Q (166.319091 sec): 3 clusters Score: Raw -58476991.227200 + Penalty 4227.266137 = -58472763.961064 nChanged 12082 SP:Iteration 12Q (166.997341 sec): 3 clusters Score: Raw -58493661.825141 + Penalty 4227.266137 = -58489434.559004 nChanged 6390 SP:Iteration 13Q (167.617060 sec): 3 clusters Score: Raw -58518150.094822 + Penalty 4227.266137 = -58513922.828686 nChanged 6677 SP:Iteration 14Q (168.228848 sec): 3 clusters Score: Raw -58529467.057007 + Penalty 4227.266137 = -58525239.790871 nChanged 9015 SP:Iteration 15Q (168.856073 sec): 3 clusters Score: Raw -58537241.860069 + Penalty 4227.266137 = -58533014.593932 nChanged 10348 SP:Iteration 16Q (169.462501 sec): 3 clusters Score: Raw -58546121.228108 + Penalty 4227.266137 = -58541893.961971 nChanged 11966 SP:Iteration 17Q (170.045013 sec): 3 clusters Score: Raw -58556323.526130 + Penalty 4227.266137 = -58552096.259993 nChanged 13250 SP:Iteration 18Q (170.633798 sec): 3 clusters Score: Raw -58567490.716501 + Penalty 4227.266137 = -58563263.450365 nChanged 13555 SP:Iteration 19Q (171.250417 sec): 3 clusters Score: Raw -58577653.155925 + Penalty 4227.266137 = -58573425.889789 nChanged 11688 SP:Iteration 20F (171.916339 sec): 3 clusters Score: Raw -58588114.841912 + Penalty 4227.266137 = -58583887.575775 nChanged 13941 SP:Iteration 21Q (172.547059 sec): 3 clusters Score: Raw -58599336.092695 + Penalty 4227.266137 = -58595108.826559 nChanged 12610 SP:Iteration 22Q (173.177907 sec): 3 clusters Score: Raw -58609432.183033 + Penalty 4227.266137 = -58605204.916897 nChanged 11058 SP:Iteration 23Q (173.868572 sec): 3 clusters Score: Raw -58618852.052397 + Penalty 4227.266137 = -58614624.786260 nChanged 9763 SP:Iteration 24Q (174.476732 sec): 3 clusters Score: Raw -58628762.559106 + Penalty 4227.266137 = -58624535.292970 nChanged 8232 SP:Iteration 25Q (175.095588 sec): 3 clusters Score: Raw -58638503.085183 + Penalty 4227.266137 = -58634275.819046 nChanged 5994 SP:Iteration 26Q (175.817304 sec): 3 clusters Score: Raw -58646491.574438 + Penalty 4227.266137 = -58642264.308301 nChanged 2788 SP:Iteration 27Q (176.508446 sec): 3 clusters Score: Raw -58650192.728359 + Penalty 4227.266137 = -58645965.462222 nChanged 1326 SP:Iteration 28Q (177.218426 sec): 3 clusters Score: Raw -58652029.691878 + Penalty 4227.266137 = -58647802.425742 nChanged 678 SP:Iteration 29Q (177.928004 sec): 3 clusters Score: Raw -58653033.950576 + Penalty 4227.266137 = -58648806.684440 nChanged 349 SP:Iteration 30Q (178.625276 sec): 3 clusters Score: Raw -58653604.409186 + Penalty 4227.266137 = -58649377.143050 nChanged 190 SP:Iteration 31Q (179.225356 sec): 3 clusters Score: Raw -58653962.598012 + Penalty 4227.266137 = -58649735.331875 nChanged 117 SP:Iteration 32Q (179.849829 sec): 3 clusters Score: Raw -58654148.674232 + Penalty 4227.266137 = -58649921.408096 nChanged 65 SP:Iteration 33Q (180.459512 sec): 3 clusters Score: Raw -58654290.155964 + Penalty 4227.266137 = -58650062.889828 nChanged 47 SP:Iteration 34Q (181.088044 sec): 3 clusters Score: Raw -58654324.518961 + Penalty 4227.266137 = -58650097.252824 nChanged 12 SP:Iteration 35Q (181.716696 sec): 3 clusters Score: Raw -58654362.718256 + Penalty 4227.266137 = -58650135.452120 nChanged 12 SP:Iteration 36Q (182.354583 sec): 3 clusters Score: Raw -58654374.034957 + Penalty 4227.266137 = -58650146.768820 nChanged 5 SP:Iteration 37Q (182.954973 sec): 3 clusters Score: Raw -58654387.588141 + Penalty 4227.266137 = -58650160.322005 nChanged 5 SP:Iteration 38Q (183.577315 sec): 3 clusters Score: Raw -58654390.826529 + Penalty 4227.266137 = -58650163.560392 nChanged 1 SP:Iteration 39Q (184.176387 sec): 3 clusters Score: Raw -58654390.827371 + Penalty 4227.266137 = -58650163.561235 nChanged 0 SP:Iteration 40F (184.845512 sec): 3 clusters Score: Raw -58665934.113114 + Penalty 4227.266137 = -58661706.846977 nChanged 5603 SP:Iteration 41Q (185.457351 sec): 3 clusters Score: Raw -58694705.896441 + Penalty 4227.266137 = -58690478.630304 nChanged 3133 SP:Iteration 42Q (186.052579 sec): 3 clusters Score: Raw -58714500.319857 + Penalty 4227.266137 = -58710273.053720 nChanged 831 SP:Iteration 43Q (186.603701 sec): 3 clusters Score: Raw -58724449.777430 + Penalty 4227.266137 = -58720222.511293 nChanged 426 SP:Iteration 44Q (187.155446 sec): 3 clusters Score: Raw -58729251.298771 + Penalty 4227.266137 = -58725024.032634 nChanged 179 SP:Iteration 45Q (187.701645 sec): 3 clusters Score: Raw -58731347.021567 + Penalty 4227.266137 = -58727119.755431 nChanged 76 SP:Iteration 46Q (188.245926 sec): 3 clusters Score: Raw -58732202.677623 + Penalty 4227.266137 = -58727975.411487 nChanged 32 SP:Iteration 47Q (188.793151 sec): 3 clusters Score: Raw -58732478.455187 + Penalty 4227.266137 = -58728251.189051 nChanged 10 SP:Iteration 48Q (189.343815 sec): 3 clusters Score: Raw -58732585.120421 + Penalty 4227.266137 = -58728357.854284 nChanged 4 SP:Iteration 49Q (189.859950 sec): 3 clusters Score: Raw -58732614.128052 + Penalty 4227.266137 = -58728386.861915 nChanged 1 SP:Iteration 50Q (190.382454 sec): 3 clusters Score: Raw -58732614.154832 + Penalty 4227.266137 = -58728386.888695 nChanged 0 SP:Iteration 51F (191.156842 sec): 3 clusters Score: Raw -58735041.088482 + Penalty 4227.266137 = -58730813.822345 nChanged 94 SP:Iteration 52Q (191.777259 sec): 3 clusters Score: Raw -58735252.005503 + Penalty 4227.266137 = -58731024.739366 nChanged 0 SP:Iteration 53F (192.527138 sec): 3 clusters Score: Raw -58735252.005503 + Penalty 4227.266137 = -58731024.739366 nChanged 0 Score: Raw -99714469.150573 + Penalty 41854.674005 = -99672614.476568 Splitting cluster 6 changes total score from -99433267.660636 to -99672614.476568 So it's getting split into cluster 11. Trying to split cluster 7 (7713 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (201.483044 sec): 2 clusters Score: Raw -869058.738044 + Penalty 1454.482656 = -867604.255388 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (201.544712 sec): 3 clusters Score: Raw -865026.675028 + Penalty 2908.965311 = -862117.709717 nChanged 3207 SP:Iteration 1F (201.606056 sec): 3 clusters Score: Raw -867762.255920 + Penalty 2908.965311 = -864853.290609 nChanged 948 SP:Iteration 2F (201.662189 sec): 3 clusters Score: Raw -869163.595746 + Penalty 2908.965311 = -866254.630435 nChanged 849 SP:Iteration 3F (201.716701 sec): 3 clusters Score: Raw -870198.597278 + Penalty 2908.965311 = -867289.631966 nChanged 585 SP:Iteration 4F (201.777303 sec): 3 clusters Score: Raw -870759.847620 + Penalty 2908.965311 = -867850.882308 nChanged 400 SP:Iteration 5F (201.837885 sec): 3 clusters Score: Raw -871102.918498 + Penalty 2908.965311 = -868193.953186 nChanged 285 SP:Iteration 6Q (201.896450 sec): 3 clusters Score: Raw -871327.774840 + Penalty 2908.965311 = -868418.809529 nChanged 214 SP:Iteration 7Q (201.969278 sec): 3 clusters Score: Raw -871462.059507 + Penalty 2908.965311 = -868553.094196 nChanged 160 SP:Iteration 8Q (202.012747 sec): 3 clusters Score: Raw -871533.950189 + Penalty 2908.965311 = -868624.984878 nChanged 101 SP:Iteration 9Q (202.073502 sec): 3 clusters Score: Raw -871572.128595 + Penalty 2908.965311 = -868663.163284 nChanged 79 SP:Iteration 10Q (202.133683 sec): 3 clusters Score: Raw -871595.780457 + Penalty 2908.965311 = -868686.815146 nChanged 58 SP:Iteration 11Q (202.193918 sec): 3 clusters Score: Raw -871613.290319 + Penalty 2908.965311 = -868704.325008 nChanged 38 SP:Iteration 12Q (202.253785 sec): 3 clusters Score: Raw -871624.183828 + Penalty 2908.965311 = -868715.218517 nChanged 35 SP:Iteration 13Q (202.312877 sec): 3 clusters Score: Raw -871630.757790 + Penalty 2908.965311 = -868721.792479 nChanged 26 SP:Iteration 14Q (202.372627 sec): 3 clusters Score: Raw -871636.091538 + Penalty 2908.965311 = -868727.126226 nChanged 28 SP:Iteration 15Q (202.433176 sec): 3 clusters Score: Raw -871641.597442 + Penalty 2908.965311 = -868732.632131 nChanged 15 SP:Iteration 16Q (202.482544 sec): 3 clusters Score: Raw -871643.753201 + Penalty 2908.965311 = -868734.787889 nChanged 16 SP:Iteration 17Q (202.543459 sec): 3 clusters Score: Raw -871646.314534 + Penalty 2908.965311 = -868737.349223 nChanged 12 SP:Iteration 18Q (202.615426 sec): 3 clusters Score: Raw -871649.153138 + Penalty 2908.965311 = -868740.187827 nChanged 12 SP:Iteration 19Q (202.664418 sec): 3 clusters Score: Raw -871652.194727 + Penalty 2908.965311 = -868743.229415 nChanged 9 SP:Iteration 20F (202.716574 sec): 3 clusters Score: Raw -871654.460154 + Penalty 2908.965311 = -868745.494843 nChanged 11 SP:Iteration 21Q (202.788360 sec): 3 clusters Score: Raw -871658.182248 + Penalty 2908.965311 = -868749.216937 nChanged 11 SP:Iteration 22Q (202.837061 sec): 3 clusters Score: Raw -871659.941629 + Penalty 2908.965311 = -868750.976318 nChanged 9 SP:Iteration 23Q (202.897310 sec): 3 clusters Score: Raw -871661.353956 + Penalty 2908.965311 = -868752.388645 nChanged 6 SP:Iteration 24Q (202.958218 sec): 3 clusters Score: Raw -871662.323094 + Penalty 2908.965311 = -868753.357783 nChanged 7 SP:Iteration 25Q (203.029508 sec): 3 clusters Score: Raw -871664.402660 + Penalty 2908.965311 = -868755.437349 nChanged 7 SP:Iteration 26Q (203.077700 sec): 3 clusters Score: Raw -871665.370865 + Penalty 2908.965311 = -868756.405554 nChanged 2 SP:Iteration 27Q (203.135879 sec): 3 clusters Score: Raw -871665.902876 + Penalty 2908.965311 = -868756.937565 nChanged 4 SP:Iteration 28Q (203.195267 sec): 3 clusters Score: Raw -871666.366879 + Penalty 2908.965311 = -868757.401568 nChanged 3 SP:Iteration 29Q (203.256194 sec): 3 clusters Score: Raw -871666.891898 + Penalty 2908.965311 = -868757.926587 nChanged 5 SP:Iteration 30Q (203.316498 sec): 3 clusters Score: Raw -871668.255049 + Penalty 2908.965311 = -868759.289738 nChanged 6 SP:Iteration 31Q (203.377417 sec): 3 clusters Score: Raw -871669.696148 + Penalty 2908.965311 = -868760.730837 nChanged 11 SP:Iteration 32Q (203.425164 sec): 3 clusters Score: Raw -871671.387009 + Penalty 2908.965311 = -868762.421698 nChanged 5 SP:Iteration 33Q (203.473928 sec): 3 clusters Score: Raw -871672.311021 + Penalty 2908.965311 = -868763.345710 nChanged 4 SP:Iteration 34Q (203.533969 sec): 3 clusters Score: Raw -871672.687136 + Penalty 2908.965311 = -868763.721825 nChanged 4 SP:Iteration 35Q (203.588563 sec): 3 clusters Score: Raw -871673.036168 + Penalty 2908.965311 = -868764.070857 nChanged 1 SP:Iteration 36Q (203.647847 sec): 3 clusters Score: Raw -871673.073099 + Penalty 2908.965311 = -868764.107788 nChanged 0 SP:Iteration 37F (203.697922 sec): 3 clusters Score: Raw -871673.073099 + Penalty 2908.965311 = -868764.107788 nChanged 0 Score: Raw -99717083.485628 + Penalty 44057.551585 = -99673025.934044 Splitting cluster 7 changes total score from -99433267.660636 to -99673025.934044 So it's getting split into cluster 20. Trying to split cluster 8 (40924 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (213.088032 sec): 2 clusters Score: Raw -5248146.586996 + Penalty 1725.664195 = -5246420.922801 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (213.202502 sec): 3 clusters Score: Raw -5222555.316759 + Penalty 3451.328389 = -5219103.988369 nChanged 19081 SP:Iteration 1F (213.305786 sec): 3 clusters Score: Raw -5233732.385420 + Penalty 3451.328389 = -5230281.057031 nChanged 2277 SP:Iteration 2F (213.407869 sec): 3 clusters Score: Raw -5234789.622882 + Penalty 3451.328389 = -5231338.294493 nChanged 2561 SP:Iteration 3F (213.516588 sec): 3 clusters Score: Raw -5236296.822336 + Penalty 3451.328389 = -5232845.493947 nChanged 2936 SP:Iteration 4F (213.618757 sec): 3 clusters Score: Raw -5238500.166508 + Penalty 3451.328389 = -5235048.838119 nChanged 3244 SP:Iteration 5F (213.725548 sec): 3 clusters Score: Raw -5241487.534118 + Penalty 3451.328389 = -5238036.205729 nChanged 2860 SP:Iteration 6F (213.832509 sec): 3 clusters Score: Raw -5244322.422317 + Penalty 3451.328389 = -5240871.093928 nChanged 2047 SP:Iteration 7F (213.940720 sec): 3 clusters Score: Raw -5246289.020703 + Penalty 3451.328389 = -5242837.692314 nChanged 1198 SP:Iteration 8Q (214.039953 sec): 3 clusters Score: Raw -5247357.997530 + Penalty 3451.328389 = -5243906.669140 nChanged 643 SP:Iteration 9Q (214.143160 sec): 3 clusters Score: Raw -5247895.958703 + Penalty 3451.328389 = -5244444.630314 nChanged 360 SP:Iteration 10Q (214.245765 sec): 3 clusters Score: Raw -5248174.788122 + Penalty 3451.328389 = -5244723.459733 nChanged 189 SP:Iteration 11Q (214.334245 sec): 3 clusters Score: Raw -5248323.012141 + Penalty 3451.328389 = -5244871.683752 nChanged 116 SP:Iteration 12Q (214.433587 sec): 3 clusters Score: Raw -5248403.837648 + Penalty 3451.328389 = -5244952.509259 nChanged 65 SP:Iteration 13Q (214.531877 sec): 3 clusters Score: Raw -5248440.635233 + Penalty 3451.328389 = -5244989.306844 nChanged 37 SP:Iteration 14Q (214.629386 sec): 3 clusters Score: Raw -5248464.431278 + Penalty 3451.328389 = -5245013.102889 nChanged 38 SP:Iteration 15Q (214.699179 sec): 3 clusters Score: Raw -5248486.023637 + Penalty 3451.328389 = -5245034.695248 nChanged 30 SP:Iteration 16Q (214.759594 sec): 3 clusters Score: Raw -5248502.938930 + Penalty 3451.328389 = -5245051.610541 nChanged 19 SP:Iteration 17Q (214.865750 sec): 3 clusters Score: Raw -5248512.766216 + Penalty 3451.328389 = -5245061.437827 nChanged 23 SP:Iteration 18Q (214.956568 sec): 3 clusters Score: Raw -5248524.390458 + Penalty 3451.328389 = -5245073.062069 nChanged 13 SP:Iteration 19Q (215.053786 sec): 3 clusters Score: Raw -5248528.902615 + Penalty 3451.328389 = -5245077.574225 nChanged 6 SP:Iteration 20F (215.156805 sec): 3 clusters Score: Raw -5248531.176456 + Penalty 3451.328389 = -5245079.848067 nChanged 9 SP:Iteration 21Q (215.241468 sec): 3 clusters Score: Raw -5248534.958538 + Penalty 3451.328389 = -5245083.630148 nChanged 8 SP:Iteration 22Q (215.331028 sec): 3 clusters Score: Raw -5248538.001300 + Penalty 3451.328389 = -5245086.672911 nChanged 6 SP:Iteration 23Q (215.429267 sec): 3 clusters Score: Raw -5248540.307816 + Penalty 3451.328389 = -5245088.979427 nChanged 4 SP:Iteration 24Q (215.521296 sec): 3 clusters Score: Raw -5248541.346790 + Penalty 3451.328389 = -5245090.018401 nChanged 4 SP:Iteration 25Q (215.618125 sec): 3 clusters Score: Raw -5248542.328726 + Penalty 3451.328389 = -5245091.000336 nChanged 3 SP:Iteration 26Q (215.706560 sec): 3 clusters Score: Raw -5248543.164533 + Penalty 3451.328389 = -5245091.836144 nChanged 4 SP:Iteration 27Q (215.796841 sec): 3 clusters Score: Raw -5248545.229824 + Penalty 3451.328389 = -5245093.901434 nChanged 3 SP:Iteration 28Q (215.875082 sec): 3 clusters Score: Raw -5248547.541087 + Penalty 3451.328389 = -5245096.212698 nChanged 6 SP:Iteration 29Q (215.968061 sec): 3 clusters Score: Raw -5248549.286335 + Penalty 3451.328389 = -5245097.957945 nChanged 6 SP:Iteration 30Q (216.030728 sec): 3 clusters Score: Raw -5248551.548341 + Penalty 3451.328389 = -5245100.219952 nChanged 3 SP:Iteration 31Q (216.093203 sec): 3 clusters Score: Raw -5248552.364756 + Penalty 3451.328389 = -5245101.036366 nChanged 2 SP:Iteration 32Q (216.157408 sec): 3 clusters Score: Raw -5248554.293912 + Penalty 3451.328389 = -5245102.965522 nChanged 4 SP:Iteration 33Q (216.226974 sec): 3 clusters Score: Raw -5248556.357889 + Penalty 3451.328389 = -5245105.029500 nChanged 2 SP:Iteration 34Q (216.287590 sec): 3 clusters Score: Raw -5248556.795175 + Penalty 3451.328389 = -5245105.466786 nChanged 0 SP:Iteration 35F (216.360652 sec): 3 clusters Score: Raw -5248556.795175 + Penalty 3451.328389 = -5245105.466786 nChanged 0 Trying to split cluster 9 (14940 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (216.383549 sec): 2 clusters Score: Raw -1995736.555997 + Penalty 1561.917087 = -1994174.638910 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (216.421104 sec): 3 clusters Score: Raw -1986861.328302 + Penalty 3123.834174 = -1983737.494128 nChanged 6669 SP:Iteration 1F (216.486929 sec): 3 clusters Score: Raw -1992180.515250 + Penalty 3123.834174 = -1989056.681076 nChanged 1627 SP:Iteration 2F (216.554524 sec): 3 clusters Score: Raw -1999599.332027 + Penalty 3123.834174 = -1996475.497853 nChanged 2761 SP:Iteration 3F (216.594738 sec): 3 clusters Score: Raw -2005287.706368 + Penalty 3123.834174 = -2002163.872194 nChanged 1862 SP:Iteration 4F (216.635457 sec): 3 clusters Score: Raw -2008398.423465 + Penalty 3123.834174 = -2005274.589291 nChanged 643 SP:Iteration 5Q (216.672070 sec): 3 clusters Score: Raw -2009699.832329 + Penalty 3123.834174 = -2006575.998155 nChanged 246 SP:Iteration 6Q (216.704467 sec): 3 clusters Score: Raw -2010565.901245 + Penalty 3123.834174 = -2007442.067071 nChanged 113 SP:Iteration 7Q (216.735209 sec): 3 clusters Score: Raw -2011732.099069 + Penalty 3123.834174 = -2008608.264894 nChanged 31 SP:Iteration 8Q (216.765356 sec): 3 clusters Score: Raw -2012503.058073 + Penalty 3123.834174 = -2009379.223899 nChanged 0 SP:Iteration 9F (216.806189 sec): 3 clusters Score: Raw -2012503.058073 + Penalty 3123.834174 = -2009379.223899 nChanged 0 Score: Raw -99733849.987704 + Penalty 46260.429164 = -99687589.558541 Splitting cluster 9 changes total score from -99433267.660636 to -99687589.558541 So it's getting split into cluster 21. Trying to split cluster 12 (12725 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (227.022341 sec): 2 clusters Score: Raw -1698147.323729 + Penalty 1535.840124 = -1696611.483605 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (227.061140 sec): 3 clusters Score: Raw -1690773.070023 + Penalty 3071.680248 = -1687701.389775 nChanged 5621 SP:Iteration 1F (227.122589 sec): 3 clusters Score: Raw -1693941.018776 + Penalty 3071.680248 = -1690869.338527 nChanged 747 SP:Iteration 2F (227.154433 sec): 3 clusters Score: Raw -1694270.091580 + Penalty 3071.680248 = -1691198.411331 nChanged 645 SP:Iteration 3F (227.190782 sec): 3 clusters Score: Raw -1694555.525201 + Penalty 3071.680248 = -1691483.844953 nChanged 584 SP:Iteration 4Q (227.227410 sec): 3 clusters Score: Raw -1694849.988740 + Penalty 3071.680248 = -1691778.308492 nChanged 601 SP:Iteration 5Q (227.265070 sec): 3 clusters Score: Raw -1695190.206064 + Penalty 3071.680248 = -1692118.525816 nChanged 672 SP:Iteration 6F (227.297176 sec): 3 clusters Score: Raw -1695591.883878 + Penalty 3071.680248 = -1692520.203630 nChanged 669 SP:Iteration 7F (227.354780 sec): 3 clusters Score: Raw -1696050.052189 + Penalty 3071.680248 = -1692978.371941 nChanged 664 SP:Iteration 8F (227.420943 sec): 3 clusters Score: Raw -1696527.871778 + Penalty 3071.680248 = -1693456.191529 nChanged 619 SP:Iteration 9Q (227.490914 sec): 3 clusters Score: Raw -1696969.981082 + Penalty 3071.680248 = -1693898.300833 nChanged 549 SP:Iteration 10Q (227.557253 sec): 3 clusters Score: Raw -1697360.798126 + Penalty 3071.680248 = -1694289.117878 nChanged 482 SP:Iteration 11Q (227.607825 sec): 3 clusters Score: Raw -1697663.673829 + Penalty 3071.680248 = -1694591.993580 nChanged 404 SP:Iteration 12Q (227.675690 sec): 3 clusters Score: Raw -1697908.499001 + Penalty 3071.680248 = -1694836.818752 nChanged 351 SP:Iteration 13Q (227.743382 sec): 3 clusters Score: Raw -1698122.207710 + Penalty 3071.680248 = -1695050.527462 nChanged 324 SP:Iteration 14Q (227.809797 sec): 3 clusters Score: Raw -1698316.565568 + Penalty 3071.680248 = -1695244.885319 nChanged 306 SP:Iteration 15Q (227.866841 sec): 3 clusters Score: Raw -1698537.758456 + Penalty 3071.680248 = -1695466.078208 nChanged 306 SP:Iteration 16Q (227.924781 sec): 3 clusters Score: Raw -1698747.684683 + Penalty 3071.680248 = -1695676.004435 nChanged 275 SP:Iteration 17Q (227.991811 sec): 3 clusters Score: Raw -1698921.047128 + Penalty 3071.680248 = -1695849.366879 nChanged 277 SP:Iteration 18Q (228.058639 sec): 3 clusters Score: Raw -1699107.824859 + Penalty 3071.680248 = -1696036.144610 nChanged 241 SP:Iteration 19Q (228.125375 sec): 3 clusters Score: Raw -1699256.592972 + Penalty 3071.680248 = -1696184.912724 nChanged 192 SP:Iteration 20F (228.205781 sec): 3 clusters Score: Raw -1699356.588163 + Penalty 3071.680248 = -1696284.907915 nChanged 141 SP:Iteration 21Q (228.272571 sec): 3 clusters Score: Raw -1699419.416360 + Penalty 3071.680248 = -1696347.736112 nChanged 128 SP:Iteration 22Q (228.318363 sec): 3 clusters Score: Raw -1699467.375065 + Penalty 3071.680248 = -1696395.694817 nChanged 90 SP:Iteration 23Q (228.378782 sec): 3 clusters Score: Raw -1699495.443250 + Penalty 3071.680248 = -1696423.763002 nChanged 75 SP:Iteration 24Q (228.439640 sec): 3 clusters Score: Raw -1699514.641345 + Penalty 3071.680248 = -1696442.961097 nChanged 44 SP:Iteration 25Q (228.504913 sec): 3 clusters Score: Raw -1699521.874767 + Penalty 3071.680248 = -1696450.194518 nChanged 35 SP:Iteration 26Q (228.562306 sec): 3 clusters Score: Raw -1699527.266315 + Penalty 3071.680248 = -1696455.586066 nChanged 28 SP:Iteration 27Q (228.622912 sec): 3 clusters Score: Raw -1699531.405745 + Penalty 3071.680248 = -1696459.725497 nChanged 21 SP:Iteration 28Q (228.678089 sec): 3 clusters Score: Raw -1699534.698775 + Penalty 3071.680248 = -1696463.018527 nChanged 25 SP:Iteration 29Q (228.723530 sec): 3 clusters Score: Raw -1699538.710513 + Penalty 3071.680248 = -1696467.030264 nChanged 21 SP:Iteration 30Q (228.791962 sec): 3 clusters Score: Raw -1699541.605788 + Penalty 3071.680248 = -1696469.925540 nChanged 21 SP:Iteration 31Q (228.859146 sec): 3 clusters Score: Raw -1699544.895015 + Penalty 3071.680248 = -1696473.214767 nChanged 17 SP:Iteration 32Q (228.936856 sec): 3 clusters Score: Raw -1699547.086749 + Penalty 3071.680248 = -1696475.406501 nChanged 7 SP:Iteration 33Q (228.991854 sec): 3 clusters Score: Raw -1699547.759851 + Penalty 3071.680248 = -1696476.079603 nChanged 7 SP:Iteration 34Q (229.058386 sec): 3 clusters Score: Raw -1699548.388138 + Penalty 3071.680248 = -1696476.707889 nChanged 5 SP:Iteration 35Q (229.135910 sec): 3 clusters Score: Raw -1699548.986294 + Penalty 3071.680248 = -1696477.306045 nChanged 3 SP:Iteration 36Q (229.191277 sec): 3 clusters Score: Raw -1699549.221879 + Penalty 3071.680248 = -1696477.541630 nChanged 2 SP:Iteration 37Q (229.248794 sec): 3 clusters Score: Raw -1699549.393813 + Penalty 3071.680248 = -1696477.713565 nChanged 1 SP:Iteration 38Q (229.315315 sec): 3 clusters Score: Raw -1699549.453017 + Penalty 3071.680248 = -1696477.772768 nChanged 0 SP:Iteration 39F (229.382232 sec): 3 clusters Score: Raw -1699549.453017 + Penalty 3071.680248 = -1696477.772768 nChanged 0 Trying to split cluster 13 (26145 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (229.436795 sec): 2 clusters Score: Raw -3495964.233906 + Penalty 1652.854653 = -3494311.379254 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (229.524678 sec): 3 clusters Score: Raw -3480102.818052 + Penalty 3305.709305 = -3476797.108747 nChanged 11886 SP:Iteration 1F (229.612726 sec): 3 clusters Score: Raw -3486772.802601 + Penalty 3305.709305 = -3483467.093296 nChanged 1296 SP:Iteration 2Q (229.695217 sec): 3 clusters Score: Raw -3487323.218882 + Penalty 3305.709305 = -3484017.509577 nChanged 1335 SP:Iteration 3F (229.779787 sec): 3 clusters Score: Raw -3487988.071786 + Penalty 3305.709305 = -3484682.362480 nChanged 1417 SP:Iteration 4F (229.868650 sec): 3 clusters Score: Raw -3488761.035469 + Penalty 3305.709305 = -3485455.326164 nChanged 1484 SP:Iteration 5F (229.953546 sec): 3 clusters Score: Raw -3489657.785716 + Penalty 3305.709305 = -3486352.076411 nChanged 1725 SP:Iteration 6F (230.041950 sec): 3 clusters Score: Raw -3490825.368197 + Penalty 3305.709305 = -3487519.658892 nChanged 1745 SP:Iteration 7F (230.130540 sec): 3 clusters Score: Raw -3492109.092694 + Penalty 3305.709305 = -3488803.383389 nChanged 1610 SP:Iteration 8F (230.215984 sec): 3 clusters Score: Raw -3493395.321206 + Penalty 3305.709305 = -3490089.611901 nChanged 1407 SP:Iteration 9F (230.309697 sec): 3 clusters Score: Raw -3494484.587966 + Penalty 3305.709305 = -3491178.878661 nChanged 1039 SP:Iteration 10Q (230.384236 sec): 3 clusters Score: Raw -3495171.236202 + Penalty 3305.709305 = -3491865.526897 nChanged 689 SP:Iteration 11Q (230.466592 sec): 3 clusters Score: Raw -3495565.898590 + Penalty 3305.709305 = -3492260.189285 nChanged 518 SP:Iteration 12Q (230.555090 sec): 3 clusters Score: Raw -3495834.311511 + Penalty 3305.709305 = -3492528.602206 nChanged 435 SP:Iteration 13Q (230.627501 sec): 3 clusters Score: Raw -3496068.316075 + Penalty 3305.709305 = -3492762.606770 nChanged 439 SP:Iteration 14Q (230.707046 sec): 3 clusters Score: Raw -3496300.960608 + Penalty 3305.709305 = -3492995.251303 nChanged 416 SP:Iteration 15Q (230.785352 sec): 3 clusters Score: Raw -3496571.335459 + Penalty 3305.709305 = -3493265.626154 nChanged 461 SP:Iteration 16Q (230.865102 sec): 3 clusters Score: Raw -3496935.187552 + Penalty 3305.709305 = -3493629.478247 nChanged 534 SP:Iteration 17Q (230.943337 sec): 3 clusters Score: Raw -3497345.473923 + Penalty 3305.709305 = -3494039.764618 nChanged 534 SP:Iteration 18Q (231.029195 sec): 3 clusters Score: Raw -3497751.569733 + Penalty 3305.709305 = -3494445.860428 nChanged 528 SP:Iteration 19Q (231.098651 sec): 3 clusters Score: Raw -3498117.412901 + Penalty 3305.709305 = -3494811.703596 nChanged 455 SP:Iteration 20F (231.186761 sec): 3 clusters Score: Raw -3498387.444375 + Penalty 3305.709305 = -3495081.735070 nChanged 347 SP:Iteration 21Q (231.270317 sec): 3 clusters Score: Raw -3498553.287098 + Penalty 3305.709305 = -3495247.577792 nChanged 255 SP:Iteration 22Q (231.340391 sec): 3 clusters Score: Raw -3498660.992864 + Penalty 3305.709305 = -3495355.283559 nChanged 205 SP:Iteration 23Q (231.423468 sec): 3 clusters Score: Raw -3498740.099237 + Penalty 3305.709305 = -3495434.389931 nChanged 144 SP:Iteration 24Q (231.505666 sec): 3 clusters Score: Raw -3498781.194772 + Penalty 3305.709305 = -3495475.485467 nChanged 91 SP:Iteration 25Q (231.587227 sec): 3 clusters Score: Raw -3498801.265154 + Penalty 3305.709305 = -3495495.555849 nChanged 65 SP:Iteration 26Q (231.667839 sec): 3 clusters Score: Raw -3498816.623959 + Penalty 3305.709305 = -3495510.914654 nChanged 55 SP:Iteration 27Q (231.713671 sec): 3 clusters Score: Raw -3498828.299214 + Penalty 3305.709305 = -3495522.589909 nChanged 51 SP:Iteration 28Q (231.763409 sec): 3 clusters Score: Raw -3498840.353984 + Penalty 3305.709305 = -3495534.644679 nChanged 49 SP:Iteration 29Q (231.808870 sec): 3 clusters Score: Raw -3498850.644886 + Penalty 3305.709305 = -3495544.935581 nChanged 42 SP:Iteration 30Q (231.861996 sec): 3 clusters Score: Raw -3498857.053618 + Penalty 3305.709305 = -3495551.344313 nChanged 36 SP:Iteration 31Q (231.905068 sec): 3 clusters Score: Raw -3498862.556764 + Penalty 3305.709305 = -3495556.847458 nChanged 29 SP:Iteration 32Q (231.969164 sec): 3 clusters Score: Raw -3498867.003731 + Penalty 3305.709305 = -3495561.294426 nChanged 25 SP:Iteration 33Q (232.015871 sec): 3 clusters Score: Raw -3498871.206286 + Penalty 3305.709305 = -3495565.496981 nChanged 28 SP:Iteration 34Q (232.061934 sec): 3 clusters Score: Raw -3498876.194686 + Penalty 3305.709305 = -3495570.485381 nChanged 29 SP:Iteration 35Q (232.107164 sec): 3 clusters Score: Raw -3498879.566662 + Penalty 3305.709305 = -3495573.857357 nChanged 16 SP:Iteration 36Q (232.152533 sec): 3 clusters Score: Raw -3498881.242433 + Penalty 3305.709305 = -3495575.533128 nChanged 14 SP:Iteration 37Q (232.201576 sec): 3 clusters Score: Raw -3498882.825915 + Penalty 3305.709305 = -3495577.116610 nChanged 13 SP:Iteration 38Q (232.260413 sec): 3 clusters Score: Raw -3498884.247568 + Penalty 3305.709305 = -3495578.538263 nChanged 10 SP:Iteration 39Q (232.306740 sec): 3 clusters Score: Raw -3498884.854533 + Penalty 3305.709305 = -3495579.145228 nChanged 7 SP:Iteration 40F (232.365006 sec): 3 clusters Score: Raw -3498885.403724 + Penalty 3305.709305 = -3495579.694418 nChanged 4 SP:Iteration 41Q (232.436493 sec): 3 clusters Score: Raw -3498885.703398 + Penalty 3305.709305 = -3495579.994092 nChanged 3 SP:Iteration 42Q (232.507529 sec): 3 clusters Score: Raw -3498885.829201 + Penalty 3305.709305 = -3495580.119895 nChanged 1 SP:Iteration 43Q (232.556278 sec): 3 clusters Score: Raw -3498885.867013 + Penalty 3305.709305 = -3495580.157708 nChanged 1 SP:Iteration 44Q (232.610507 sec): 3 clusters Score: Raw -3498885.924651 + Penalty 3305.709305 = -3495580.215346 nChanged 1 SP:Iteration 45Q (232.688022 sec): 3 clusters Score: Raw -3498885.953464 + Penalty 3305.709305 = -3495580.244159 nChanged 1 SP:Iteration 46Q (232.733331 sec): 3 clusters Score: Raw -3498885.988901 + Penalty 3305.709305 = -3495580.279596 nChanged 2 SP:Iteration 47Q (232.779567 sec): 3 clusters Score: Raw -3498886.046785 + Penalty 3305.709305 = -3495580.337480 nChanged 1 SP:Iteration 48Q (232.825979 sec): 3 clusters Score: Raw -3498886.129386 + Penalty 3305.709305 = -3495580.420080 nChanged 1 SP:Iteration 49Q (232.873359 sec): 3 clusters Score: Raw -3498886.161414 + Penalty 3305.709305 = -3495580.452109 nChanged 0 SP:Iteration 50F (232.929667 sec): 3 clusters Score: Raw -3498886.161414 + Penalty 3305.709305 = -3495580.452109 nChanged 0 Score: Raw -99736771.915212 + Penalty 48463.306743 = -99688308.608469 Splitting cluster 13 changes total score from -99433267.660636 to -99688308.608469 So it's getting split into cluster 22. Trying to split cluster 14 (98001 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (244.513483 sec): 2 clusters Score: Raw -13128364.305112 + Penalty 1867.569106 = -13126496.736006 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (244.713553 sec): 3 clusters Score: Raw -13064539.607756 + Penalty 3735.138213 = -13060804.469543 nChanged 47088 SP:Iteration 1F (244.901809 sec): 3 clusters Score: Raw -13092613.704890 + Penalty 3735.138213 = -13088878.566678 nChanged 4096 SP:Iteration 2Q (245.096625 sec): 3 clusters Score: Raw -13093942.506304 + Penalty 3735.138213 = -13090207.368092 nChanged 4417 SP:Iteration 3Q (245.285631 sec): 3 clusters Score: Raw -13095659.879723 + Penalty 3735.138213 = -13091924.741510 nChanged 5173 SP:Iteration 4F (245.455547 sec): 3 clusters Score: Raw -13098222.632435 + Penalty 3735.138213 = -13094487.494223 nChanged 6371 SP:Iteration 5F (245.655431 sec): 3 clusters Score: Raw -13102236.061543 + Penalty 3735.138213 = -13098500.923330 nChanged 7285 SP:Iteration 6F (245.855278 sec): 3 clusters Score: Raw -13107843.338072 + Penalty 3735.138213 = -13104108.199859 nChanged 7242 SP:Iteration 7F (246.044300 sec): 3 clusters Score: Raw -13114077.218990 + Penalty 3735.138213 = -13110342.080778 nChanged 5815 SP:Iteration 8F (246.245126 sec): 3 clusters Score: Raw -13119408.517017 + Penalty 3735.138213 = -13115673.378804 nChanged 3912 SP:Iteration 9Q (246.448150 sec): 3 clusters Score: Raw -13123178.927419 + Penalty 3735.138213 = -13119443.789206 nChanged 2452 SP:Iteration 10Q (246.639225 sec): 3 clusters Score: Raw -13125457.236671 + Penalty 3735.138213 = -13121722.098458 nChanged 1580 SP:Iteration 11Q (246.821856 sec): 3 clusters Score: Raw -13126703.225077 + Penalty 3735.138213 = -13122968.086864 nChanged 1044 SP:Iteration 12Q (246.999223 sec): 3 clusters Score: Raw -13127316.709532 + Penalty 3735.138213 = -13123581.571319 nChanged 738 SP:Iteration 13Q (247.174685 sec): 3 clusters Score: Raw -13127706.509034 + Penalty 3735.138213 = -13123971.370822 nChanged 616 SP:Iteration 14Q (247.348184 sec): 3 clusters Score: Raw -13128003.744298 + Penalty 3735.138213 = -13124268.606086 nChanged 536 SP:Iteration 15Q (247.522159 sec): 3 clusters Score: Raw -13128280.119122 + Penalty 3735.138213 = -13124544.980909 nChanged 523 SP:Iteration 16Q (247.696581 sec): 3 clusters Score: Raw -13128557.993673 + Penalty 3735.138213 = -13124822.855461 nChanged 447 SP:Iteration 17Q (247.862761 sec): 3 clusters Score: Raw -13128783.874581 + Penalty 3735.138213 = -13125048.736369 nChanged 408 SP:Iteration 18Q (248.034101 sec): 3 clusters Score: Raw -13128963.043577 + Penalty 3735.138213 = -13125227.905365 nChanged 375 SP:Iteration 19Q (248.205499 sec): 3 clusters Score: Raw -13129128.411007 + Penalty 3735.138213 = -13125393.272795 nChanged 337 SP:Iteration 20F (248.405762 sec): 3 clusters Score: Raw -13129453.293653 + Penalty 3735.138213 = -13125718.155440 nChanged 389 SP:Iteration 21Q (248.556579 sec): 3 clusters Score: Raw -13129754.914074 + Penalty 3735.138213 = -13126019.775862 nChanged 412 SP:Iteration 22Q (248.702334 sec): 3 clusters Score: Raw -13130056.856002 + Penalty 3735.138213 = -13126321.717789 nChanged 451 SP:Iteration 23Q (248.854914 sec): 3 clusters Score: Raw -13130366.106430 + Penalty 3735.138213 = -13126630.968218 nChanged 427 SP:Iteration 24Q (248.993025 sec): 3 clusters Score: Raw -13130600.385354 + Penalty 3735.138213 = -13126865.247142 nChanged 401 SP:Iteration 25Q (249.136105 sec): 3 clusters Score: Raw -13130779.615463 + Penalty 3735.138213 = -13127044.477250 nChanged 320 SP:Iteration 26Q (249.271294 sec): 3 clusters Score: Raw -13130894.088328 + Penalty 3735.138213 = -13127158.950116 nChanged 240 SP:Iteration 27Q (249.408601 sec): 3 clusters Score: Raw -13130965.770951 + Penalty 3735.138213 = -13127230.632738 nChanged 191 SP:Iteration 28Q (249.566557 sec): 3 clusters Score: Raw -13131018.638118 + Penalty 3735.138213 = -13127283.499906 nChanged 159 SP:Iteration 29Q (249.722379 sec): 3 clusters Score: Raw -13131062.833328 + Penalty 3735.138213 = -13127327.695116 nChanged 151 SP:Iteration 30Q (249.861461 sec): 3 clusters Score: Raw -13131108.210265 + Penalty 3735.138213 = -13127373.072053 nChanged 142 SP:Iteration 31Q (250.014395 sec): 3 clusters Score: Raw -13131149.992930 + Penalty 3735.138213 = -13127414.854718 nChanged 131 SP:Iteration 32Q (250.176035 sec): 3 clusters Score: Raw -13131192.260235 + Penalty 3735.138213 = -13127457.122022 nChanged 122 SP:Iteration 33Q (250.344018 sec): 3 clusters Score: Raw -13131228.510310 + Penalty 3735.138213 = -13127493.372098 nChanged 126 SP:Iteration 34Q (250.512186 sec): 3 clusters Score: Raw -13131262.636684 + Penalty 3735.138213 = -13127527.498472 nChanged 109 SP:Iteration 35Q (250.675042 sec): 3 clusters Score: Raw -13131292.172444 + Penalty 3735.138213 = -13127557.034232 nChanged 98 SP:Iteration 36Q (250.837283 sec): 3 clusters Score: Raw -13131315.832206 + Penalty 3735.138213 = -13127580.693994 nChanged 76 SP:Iteration 37Q (250.998450 sec): 3 clusters Score: Raw -13131335.245703 + Penalty 3735.138213 = -13127600.107490 nChanged 74 SP:Iteration 38Q (251.159287 sec): 3 clusters Score: Raw -13131355.225650 + Penalty 3735.138213 = -13127620.087437 nChanged 85 SP:Iteration 39Q (251.321132 sec): 3 clusters Score: Raw -13131382.426993 + Penalty 3735.138213 = -13127647.288780 nChanged 93 SP:Iteration 40F (251.513671 sec): 3 clusters Score: Raw -13131651.407819 + Penalty 3735.138213 = -13127916.269607 nChanged 257 SP:Iteration 41Q (251.652033 sec): 3 clusters Score: Raw -13131858.111165 + Penalty 3735.138213 = -13128122.972952 nChanged 246 SP:Iteration 42Q (251.809427 sec): 3 clusters Score: Raw -13132003.418813 + Penalty 3735.138213 = -13128268.280601 nChanged 219 SP:Iteration 43Q (251.966294 sec): 3 clusters Score: Raw -13132114.084726 + Penalty 3735.138213 = -13128378.946514 nChanged 189 SP:Iteration 44Q (252.122352 sec): 3 clusters Score: Raw -13132187.929911 + Penalty 3735.138213 = -13128452.791698 nChanged 131 SP:Iteration 45Q (252.270563 sec): 3 clusters Score: Raw -13132234.099261 + Penalty 3735.138213 = -13128498.961049 nChanged 113 SP:Iteration 46Q (252.432758 sec): 3 clusters Score: Raw -13132266.346104 + Penalty 3735.138213 = -13128531.207891 nChanged 91 SP:Iteration 47Q (252.592818 sec): 3 clusters Score: Raw -13132290.856272 + Penalty 3735.138213 = -13128555.718059 nChanged 63 SP:Iteration 48Q (252.759510 sec): 3 clusters Score: Raw -13132302.261920 + Penalty 3735.138213 = -13128567.123707 nChanged 65 SP:Iteration 49Q (252.926806 sec): 3 clusters Score: Raw -13132316.723915 + Penalty 3735.138213 = -13128581.585702 nChanged 35 SP:Iteration 50Q (253.094598 sec): 3 clusters Score: Raw -13132321.550327 + Penalty 3735.138213 = -13128586.412114 nChanged 25 SP:Iteration 51Q (253.262464 sec): 3 clusters Score: Raw -13132324.326211 + Penalty 3735.138213 = -13128589.187998 nChanged 13 SP:Iteration 52Q (253.394187 sec): 3 clusters Score: Raw -13132325.457622 + Penalty 3735.138213 = -13128590.319409 nChanged 8 SP:Iteration 53Q (253.527547 sec): 3 clusters Score: Raw -13132326.177227 + Penalty 3735.138213 = -13128591.039015 nChanged 8 SP:Iteration 54Q (253.659417 sec): 3 clusters Score: Raw -13132326.780224 + Penalty 3735.138213 = -13128591.642012 nChanged 8 SP:Iteration 55Q (253.800584 sec): 3 clusters Score: Raw -13132327.295013 + Penalty 3735.138213 = -13128592.156800 nChanged 5 SP:Iteration 56Q (253.934380 sec): 3 clusters Score: Raw -13132327.608168 + Penalty 3735.138213 = -13128592.469955 nChanged 3 SP:Iteration 57Q (254.075326 sec): 3 clusters Score: Raw -13132327.823315 + Penalty 3735.138213 = -13128592.685103 nChanged 3 SP:Iteration 58Q (254.214113 sec): 3 clusters Score: Raw -13132328.044937 + Penalty 3735.138213 = -13128592.906724 nChanged 2 SP:Iteration 59Q (254.352503 sec): 3 clusters Score: Raw -13132328.164753 + Penalty 3735.138213 = -13128593.026541 nChanged 3 SP:Iteration 60F (254.521653 sec): 3 clusters Score: Raw -13132347.993603 + Penalty 3735.138213 = -13128612.855390 nChanged 21 SP:Iteration 61Q (254.661176 sec): 3 clusters Score: Raw -13132353.993564 + Penalty 3735.138213 = -13128618.855351 nChanged 26 SP:Iteration 62Q (254.798420 sec): 3 clusters Score: Raw -13132357.299155 + Penalty 3735.138213 = -13128622.160943 nChanged 23 SP:Iteration 63Q (254.934719 sec): 3 clusters Score: Raw -13132360.012099 + Penalty 3735.138213 = -13128624.873887 nChanged 21 SP:Iteration 64Q (255.098612 sec): 3 clusters Score: Raw -13132362.775118 + Penalty 3735.138213 = -13128627.636905 nChanged 30 SP:Iteration 65Q (255.257674 sec): 3 clusters Score: Raw -13132365.856005 + Penalty 3735.138213 = -13128630.717792 nChanged 16 SP:Iteration 66Q (255.420198 sec): 3 clusters Score: Raw -13132367.183608 + Penalty 3735.138213 = -13128632.045396 nChanged 10 SP:Iteration 67Q (255.580010 sec): 3 clusters Score: Raw -13132368.013398 + Penalty 3735.138213 = -13128632.875185 nChanged 10 SP:Iteration 68Q (255.737173 sec): 3 clusters Score: Raw -13132369.104449 + Penalty 3735.138213 = -13128633.966237 nChanged 7 SP:Iteration 69Q (255.894299 sec): 3 clusters Score: Raw -13132369.723230 + Penalty 3735.138213 = -13128634.585018 nChanged 6 SP:Iteration 70Q (256.060079 sec): 3 clusters Score: Raw -13132370.100922 + Penalty 3735.138213 = -13128634.962710 nChanged 6 SP:Iteration 71Q (256.219272 sec): 3 clusters Score: Raw -13132370.675504 + Penalty 3735.138213 = -13128635.537292 nChanged 8 SP:Iteration 72Q (256.386567 sec): 3 clusters Score: Raw -13132371.220437 + Penalty 3735.138213 = -13128636.082224 nChanged 5 SP:Iteration 73Q (256.556386 sec): 3 clusters Score: Raw -13132371.480087 + Penalty 3735.138213 = -13128636.341874 nChanged 4 SP:Iteration 74Q (256.724379 sec): 3 clusters Score: Raw -13132371.847157 + Penalty 3735.138213 = -13128636.708945 nChanged 7 SP:Iteration 75Q (256.885512 sec): 3 clusters Score: Raw -13132372.175221 + Penalty 3735.138213 = -13128637.037008 nChanged 6 SP:Iteration 76Q (257.053995 sec): 3 clusters Score: Raw -13132372.636625 + Penalty 3735.138213 = -13128637.498412 nChanged 9 SP:Iteration 77Q (257.218314 sec): 3 clusters Score: Raw -13132373.319276 + Penalty 3735.138213 = -13128638.181063 nChanged 6 SP:Iteration 78Q (257.377128 sec): 3 clusters Score: Raw -13132373.829285 + Penalty 3735.138213 = -13128638.691072 nChanged 5 SP:Iteration 79Q (257.532725 sec): 3 clusters Score: Raw -13132374.537776 + Penalty 3735.138213 = -13128639.399563 nChanged 5 SP:Iteration 80F (257.731574 sec): 3 clusters Score: Raw -13132375.127673 + Penalty 3735.138213 = -13128639.989461 nChanged 7 SP:Iteration 81Q (257.900457 sec): 3 clusters Score: Raw -13132375.665986 + Penalty 3735.138213 = -13128640.527774 nChanged 8 SP:Iteration 82Q (258.068065 sec): 3 clusters Score: Raw -13132376.365630 + Penalty 3735.138213 = -13128641.227417 nChanged 5 SP:Iteration 83Q (258.228626 sec): 3 clusters Score: Raw -13132376.766452 + Penalty 3735.138213 = -13128641.628239 nChanged 4 SP:Iteration 84Q (258.392176 sec): 3 clusters Score: Raw -13132377.122034 + Penalty 3735.138213 = -13128641.983822 nChanged 1 SP:Iteration 85Q (258.559864 sec): 3 clusters Score: Raw -13132377.267707 + Penalty 3735.138213 = -13128642.129495 nChanged 1 SP:Iteration 86Q (258.728191 sec): 3 clusters Score: Raw -13132377.315987 + Penalty 3735.138213 = -13128642.177774 nChanged 0 SP:Iteration 87F (258.893570 sec): 3 clusters Score: Raw -13132377.315987 + Penalty 3735.138213 = -13128642.177774 nChanged 0 Score: Raw -99740784.926084 + Penalty 50666.184322 = -99690118.741762 Splitting cluster 14 changes total score from -99433267.660636 to -99690118.741762 So it's getting split into cluster 23. Trying to split cluster 15 (23686 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (269.747296 sec): 2 clusters Score: Raw -3046089.972880 + Penalty 1636.803908 = -3044453.168972 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (269.798546 sec): 3 clusters Score: Raw -3031630.320941 + Penalty 3273.607816 = -3028356.713125 nChanged 10930 SP:Iteration 1F (269.868525 sec): 3 clusters Score: Raw -3037900.014461 + Penalty 3273.607816 = -3034626.406645 nChanged 1378 SP:Iteration 2F (269.922035 sec): 3 clusters Score: Raw -3038543.062005 + Penalty 3273.607816 = -3035269.454188 nChanged 1408 SP:Iteration 3F (269.968320 sec): 3 clusters Score: Raw -3039209.709628 + Penalty 3273.607816 = -3035936.101812 nChanged 1398 SP:Iteration 4F (270.016420 sec): 3 clusters Score: Raw -3039865.691443 + Penalty 3273.607816 = -3036592.083627 nChanged 1183 SP:Iteration 5Q (270.068287 sec): 3 clusters Score: Raw -3040381.729653 + Penalty 3273.607816 = -3037108.121837 nChanged 1062 SP:Iteration 6Q (270.123926 sec): 3 clusters Score: Raw -3040829.427243 + Penalty 3273.607816 = -3037555.819427 nChanged 951 SP:Iteration 7Q (270.179201 sec): 3 clusters Score: Raw -3041255.209348 + Penalty 3273.607816 = -3037981.601532 nChanged 938 SP:Iteration 8Q (270.233472 sec): 3 clusters Score: Raw -3041727.308325 + Penalty 3273.607816 = -3038453.700509 nChanged 896 SP:Iteration 9Q (270.280923 sec): 3 clusters Score: Raw -3042276.515153 + Penalty 3273.607816 = -3039002.907336 nChanged 940 SP:Iteration 10Q (270.329477 sec): 3 clusters Score: Raw -3042994.752993 + Penalty 3273.607816 = -3039721.145176 nChanged 965 SP:Iteration 11Q (270.384261 sec): 3 clusters Score: Raw -3043723.618973 + Penalty 3273.607816 = -3040450.011157 nChanged 825 SP:Iteration 12Q (270.441009 sec): 3 clusters Score: Raw -3044274.954036 + Penalty 3273.607816 = -3041001.346220 nChanged 663 SP:Iteration 13Q (270.498455 sec): 3 clusters Score: Raw -3044596.021295 + Penalty 3273.607816 = -3041322.413479 nChanged 482 SP:Iteration 14Q (270.544370 sec): 3 clusters Score: Raw -3044794.392759 + Penalty 3273.607816 = -3041520.784943 nChanged 358 SP:Iteration 15Q (270.595400 sec): 3 clusters Score: Raw -3044950.504427 + Penalty 3273.607816 = -3041676.896610 nChanged 332 SP:Iteration 16Q (270.648119 sec): 3 clusters Score: Raw -3045097.821670 + Penalty 3273.607816 = -3041824.213854 nChanged 325 SP:Iteration 17Q (270.703794 sec): 3 clusters Score: Raw -3045215.667515 + Penalty 3273.607816 = -3041942.059699 nChanged 273 SP:Iteration 18Q (270.766276 sec): 3 clusters Score: Raw -3045319.683455 + Penalty 3273.607816 = -3042046.075639 nChanged 261 SP:Iteration 19Q (270.810261 sec): 3 clusters Score: Raw -3045406.916190 + Penalty 3273.607816 = -3042133.308374 nChanged 239 SP:Iteration 20F (270.858306 sec): 3 clusters Score: Raw -3045471.943570 + Penalty 3273.607816 = -3042198.335753 nChanged 192 SP:Iteration 21Q (270.910899 sec): 3 clusters Score: Raw -3045521.959343 + Penalty 3273.607816 = -3042248.351527 nChanged 178 SP:Iteration 22Q (270.963559 sec): 3 clusters Score: Raw -3045571.788895 + Penalty 3273.607816 = -3042298.181078 nChanged 184 SP:Iteration 23Q (271.054141 sec): 3 clusters Score: Raw -3045628.279298 + Penalty 3273.607816 = -3042354.671481 nChanged 180 SP:Iteration 24Q (271.124192 sec): 3 clusters Score: Raw -3045678.575745 + Penalty 3273.607816 = -3042404.967928 nChanged 178 SP:Iteration 25Q (271.181034 sec): 3 clusters Score: Raw -3045729.749236 + Penalty 3273.607816 = -3042456.141420 nChanged 163 SP:Iteration 26Q (271.224603 sec): 3 clusters Score: Raw -3045772.750499 + Penalty 3273.607816 = -3042499.142683 nChanged 157 SP:Iteration 27Q (271.274612 sec): 3 clusters Score: Raw -3045811.555742 + Penalty 3273.607816 = -3042537.947926 nChanged 136 SP:Iteration 28Q (271.325967 sec): 3 clusters Score: Raw -3045839.624469 + Penalty 3273.607816 = -3042566.016653 nChanged 121 SP:Iteration 29Q (271.377406 sec): 3 clusters Score: Raw -3045862.806754 + Penalty 3273.607816 = -3042589.198938 nChanged 108 SP:Iteration 30Q (271.419909 sec): 3 clusters Score: Raw -3045883.753664 + Penalty 3273.607816 = -3042610.145848 nChanged 110 SP:Iteration 31Q (271.462952 sec): 3 clusters Score: Raw -3045906.501299 + Penalty 3273.607816 = -3042632.893482 nChanged 109 SP:Iteration 32Q (271.531954 sec): 3 clusters Score: Raw -3045928.516247 + Penalty 3273.607816 = -3042654.908431 nChanged 99 SP:Iteration 33Q (271.609707 sec): 3 clusters Score: Raw -3045949.296773 + Penalty 3273.607816 = -3042675.688957 nChanged 95 SP:Iteration 34Q (271.687163 sec): 3 clusters Score: Raw -3045968.293509 + Penalty 3273.607816 = -3042694.685693 nChanged 95 SP:Iteration 35Q (271.766527 sec): 3 clusters Score: Raw -3045985.388912 + Penalty 3273.607816 = -3042711.781096 nChanged 82 SP:Iteration 36Q (271.830873 sec): 3 clusters Score: Raw -3046001.437913 + Penalty 3273.607816 = -3042727.830097 nChanged 100 SP:Iteration 37Q (271.901411 sec): 3 clusters Score: Raw -3046021.213071 + Penalty 3273.607816 = -3042747.605254 nChanged 83 SP:Iteration 38Q (271.976982 sec): 3 clusters Score: Raw -3046034.340745 + Penalty 3273.607816 = -3042760.732928 nChanged 80 SP:Iteration 39Q (272.054544 sec): 3 clusters Score: Raw -3046049.541924 + Penalty 3273.607816 = -3042775.934108 nChanged 79 SP:Iteration 40F (272.131477 sec): 3 clusters Score: Raw -3046063.983981 + Penalty 3273.607816 = -3042790.376165 nChanged 73 SP:Iteration 41Q (272.202315 sec): 3 clusters Score: Raw -3046078.156978 + Penalty 3273.607816 = -3042804.549162 nChanged 83 SP:Iteration 42Q (272.273844 sec): 3 clusters Score: Raw -3046096.123898 + Penalty 3273.607816 = -3042822.516082 nChanged 92 SP:Iteration 43Q (272.345056 sec): 3 clusters Score: Raw -3046118.310476 + Penalty 3273.607816 = -3042844.702660 nChanged 97 SP:Iteration 44Q (272.416391 sec): 3 clusters Score: Raw -3046140.277283 + Penalty 3273.607816 = -3042866.669466 nChanged 91 SP:Iteration 45Q (272.485923 sec): 3 clusters Score: Raw -3046163.236809 + Penalty 3273.607816 = -3042889.628992 nChanged 89 SP:Iteration 46Q (272.556470 sec): 3 clusters Score: Raw -3046184.012006 + Penalty 3273.607816 = -3042910.404189 nChanged 83 SP:Iteration 47Q (272.628301 sec): 3 clusters Score: Raw -3046199.964126 + Penalty 3273.607816 = -3042926.356309 nChanged 64 SP:Iteration 48Q (272.701903 sec): 3 clusters Score: Raw -3046212.114829 + Penalty 3273.607816 = -3042938.507012 nChanged 57 SP:Iteration 49Q (272.774171 sec): 3 clusters Score: Raw -3046222.427638 + Penalty 3273.607816 = -3042948.819822 nChanged 58 SP:Iteration 50Q (272.847089 sec): 3 clusters Score: Raw -3046234.748372 + Penalty 3273.607816 = -3042961.140555 nChanged 59 SP:Iteration 51Q (272.919834 sec): 3 clusters Score: Raw -3046247.839885 + Penalty 3273.607816 = -3042974.232069 nChanged 63 SP:Iteration 52Q (273.003057 sec): 3 clusters Score: Raw -3046263.990897 + Penalty 3273.607816 = -3042990.383080 nChanged 66 SP:Iteration 53Q (273.064718 sec): 3 clusters Score: Raw -3046279.981069 + Penalty 3273.607816 = -3043006.373252 nChanged 65 SP:Iteration 54Q (273.136241 sec): 3 clusters Score: Raw -3046295.609834 + Penalty 3273.607816 = -3043022.002018 nChanged 58 SP:Iteration 55Q (273.219526 sec): 3 clusters Score: Raw -3046310.314110 + Penalty 3273.607816 = -3043036.706294 nChanged 49 SP:Iteration 56Q (273.297380 sec): 3 clusters Score: Raw -3046322.603461 + Penalty 3273.607816 = -3043048.995644 nChanged 38 SP:Iteration 57Q (273.366853 sec): 3 clusters Score: Raw -3046331.720288 + Penalty 3273.607816 = -3043058.112472 nChanged 42 SP:Iteration 58Q (273.445113 sec): 3 clusters Score: Raw -3046340.101402 + Penalty 3273.607816 = -3043066.493585 nChanged 28 SP:Iteration 59Q (273.502447 sec): 3 clusters Score: Raw -3046344.659556 + Penalty 3273.607816 = -3043071.051740 nChanged 25 SP:Iteration 60F (273.578809 sec): 3 clusters Score: Raw -3046349.732897 + Penalty 3273.607816 = -3043076.125080 nChanged 36 SP:Iteration 61Q (273.662990 sec): 3 clusters Score: Raw -3046356.008558 + Penalty 3273.607816 = -3043082.400742 nChanged 24 SP:Iteration 62Q (273.732059 sec): 3 clusters Score: Raw -3046359.958750 + Penalty 3273.607816 = -3043086.350933 nChanged 22 SP:Iteration 63Q (273.794789 sec): 3 clusters Score: Raw -3046364.209091 + Penalty 3273.607816 = -3043090.601275 nChanged 24 SP:Iteration 64Q (273.860208 sec): 3 clusters Score: Raw -3046369.977485 + Penalty 3273.607816 = -3043096.369669 nChanged 31 SP:Iteration 65Q (273.938958 sec): 3 clusters Score: Raw -3046377.514140 + Penalty 3273.607816 = -3043103.906323 nChanged 29 SP:Iteration 66Q (274.009253 sec): 3 clusters Score: Raw -3046385.647916 + Penalty 3273.607816 = -3043112.040100 nChanged 28 SP:Iteration 67Q (274.092136 sec): 3 clusters Score: Raw -3046392.481445 + Penalty 3273.607816 = -3043118.873628 nChanged 30 SP:Iteration 68Q (274.156114 sec): 3 clusters Score: Raw -3046399.674830 + Penalty 3273.607816 = -3043126.067014 nChanged 35 SP:Iteration 69Q (274.221934 sec): 3 clusters Score: Raw -3046408.198255 + Penalty 3273.607816 = -3043134.590439 nChanged 22 SP:Iteration 70Q (274.294059 sec): 3 clusters Score: Raw -3046413.047284 + Penalty 3273.607816 = -3043139.439468 nChanged 19 SP:Iteration 71Q (274.366557 sec): 3 clusters Score: Raw -3046415.919276 + Penalty 3273.607816 = -3043142.311459 nChanged 17 SP:Iteration 72Q (274.434317 sec): 3 clusters Score: Raw -3046418.814182 + Penalty 3273.607816 = -3043145.206366 nChanged 12 SP:Iteration 73Q (274.504223 sec): 3 clusters Score: Raw -3046421.549976 + Penalty 3273.607816 = -3043147.942160 nChanged 14 SP:Iteration 74Q (274.577394 sec): 3 clusters Score: Raw -3046424.276071 + Penalty 3273.607816 = -3043150.668254 nChanged 8 SP:Iteration 75Q (274.649587 sec): 3 clusters Score: Raw -3046426.187000 + Penalty 3273.607816 = -3043152.579184 nChanged 12 SP:Iteration 76Q (274.721823 sec): 3 clusters Score: Raw -3046428.280897 + Penalty 3273.607816 = -3043154.673081 nChanged 7 SP:Iteration 77Q (274.785193 sec): 3 clusters Score: Raw -3046429.732298 + Penalty 3273.607816 = -3043156.124482 nChanged 6 SP:Iteration 78Q (274.856053 sec): 3 clusters Score: Raw -3046430.876866 + Penalty 3273.607816 = -3043157.269050 nChanged 3 SP:Iteration 79Q (274.926916 sec): 3 clusters Score: Raw -3046431.621230 + Penalty 3273.607816 = -3043158.013413 nChanged 1 SP:Iteration 80F (274.991160 sec): 3 clusters Score: Raw -3046431.737516 + Penalty 3273.607816 = -3043158.129699 nChanged 2 SP:Iteration 81Q (275.062249 sec): 3 clusters Score: Raw -3046431.890243 + Penalty 3273.607816 = -3043158.282427 nChanged 1 SP:Iteration 82Q (275.133739 sec): 3 clusters Score: Raw -3046432.057661 + Penalty 3273.607816 = -3043158.449844 nChanged 1 SP:Iteration 83Q (275.200404 sec): 3 clusters Score: Raw -3046432.156442 + Penalty 3273.607816 = -3043158.548625 nChanged 0 SP:Iteration 84F (275.279350 sec): 3 clusters Score: Raw -3046432.156442 + Penalty 3273.607816 = -3043158.548625 nChanged 0 Trying to split cluster 16 (33599 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (275.337969 sec): 2 clusters Score: Raw -4061168.597017 + Penalty 1693.615882 = -4059474.981134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (275.440314 sec): 3 clusters Score: Raw -4040452.933873 + Penalty 3387.231765 = -4037065.702109 nChanged 15480 SP:Iteration 1F (275.535088 sec): 3 clusters Score: Raw -4049264.502909 + Penalty 3387.231765 = -4045877.271144 nChanged 1749 SP:Iteration 2F (275.635203 sec): 3 clusters Score: Raw -4049991.309618 + Penalty 3387.231765 = -4046604.077853 nChanged 1798 SP:Iteration 3F (275.734091 sec): 3 clusters Score: Raw -4050803.960937 + Penalty 3387.231765 = -4047416.729172 nChanged 1719 SP:Iteration 4F (275.832897 sec): 3 clusters Score: Raw -4051656.744852 + Penalty 3387.231765 = -4048269.513087 nChanged 1753 SP:Iteration 5F (275.933723 sec): 3 clusters Score: Raw -4052638.679485 + Penalty 3387.231765 = -4049251.447720 nChanged 1756 SP:Iteration 6F (276.032303 sec): 3 clusters Score: Raw -4053747.622899 + Penalty 3387.231765 = -4050360.391134 nChanged 1730 SP:Iteration 7F (276.125199 sec): 3 clusters Score: Raw -4054903.402322 + Penalty 3387.231765 = -4051516.170557 nChanged 1659 SP:Iteration 8Q (276.225345 sec): 3 clusters Score: Raw -4055916.631823 + Penalty 3387.231765 = -4052529.400059 nChanged 1430 SP:Iteration 9Q (276.325186 sec): 3 clusters Score: Raw -4056776.764882 + Penalty 3387.231765 = -4053389.533117 nChanged 1373 SP:Iteration 10Q (276.398298 sec): 3 clusters Score: Raw -4057632.946750 + Penalty 3387.231765 = -4054245.714986 nChanged 1271 SP:Iteration 11Q (276.463895 sec): 3 clusters Score: Raw -4058404.920362 + Penalty 3387.231765 = -4055017.688597 nChanged 1155 SP:Iteration 12Q (276.527713 sec): 3 clusters Score: Raw -4059085.355466 + Penalty 3387.231765 = -4055698.123701 nChanged 1009 SP:Iteration 13Q (276.592077 sec): 3 clusters Score: Raw -4059664.765046 + Penalty 3387.231765 = -4056277.533281 nChanged 808 SP:Iteration 14Q (276.676623 sec): 3 clusters Score: Raw -4060093.620352 + Penalty 3387.231765 = -4056706.388588 nChanged 664 SP:Iteration 15Q (276.739846 sec): 3 clusters Score: Raw -4060428.370747 + Penalty 3387.231765 = -4057041.138982 nChanged 576 SP:Iteration 16Q (276.822735 sec): 3 clusters Score: Raw -4060710.579840 + Penalty 3387.231765 = -4057323.348075 nChanged 470 SP:Iteration 17Q (276.884011 sec): 3 clusters Score: Raw -4060928.760813 + Penalty 3387.231765 = -4057541.529049 nChanged 390 SP:Iteration 18Q (276.939635 sec): 3 clusters Score: Raw -4061093.167463 + Penalty 3387.231765 = -4057705.935698 nChanged 320 SP:Iteration 19Q (277.003231 sec): 3 clusters Score: Raw -4061219.674474 + Penalty 3387.231765 = -4057832.442709 nChanged 280 SP:Iteration 20F (277.069665 sec): 3 clusters Score: Raw -4061332.998979 + Penalty 3387.231765 = -4057945.767215 nChanged 227 SP:Iteration 21Q (277.125230 sec): 3 clusters Score: Raw -4061416.021233 + Penalty 3387.231765 = -4058028.789469 nChanged 181 SP:Iteration 22Q (277.213205 sec): 3 clusters Score: Raw -4061483.273141 + Penalty 3387.231765 = -4058096.041376 nChanged 168 SP:Iteration 23Q (277.294341 sec): 3 clusters Score: Raw -4061538.548928 + Penalty 3387.231765 = -4058151.317163 nChanged 122 SP:Iteration 24Q (277.359576 sec): 3 clusters Score: Raw -4061573.450318 + Penalty 3387.231765 = -4058186.218553 nChanged 81 SP:Iteration 25Q (277.414707 sec): 3 clusters Score: Raw -4061590.348236 + Penalty 3387.231765 = -4058203.116472 nChanged 66 SP:Iteration 26Q (277.469122 sec): 3 clusters Score: Raw -4061603.839213 + Penalty 3387.231765 = -4058216.607448 nChanged 48 SP:Iteration 27Q (277.557028 sec): 3 clusters Score: Raw -4061612.864470 + Penalty 3387.231765 = -4058225.632705 nChanged 39 SP:Iteration 28Q (277.613189 sec): 3 clusters Score: Raw -4061620.919155 + Penalty 3387.231765 = -4058233.687390 nChanged 38 SP:Iteration 29Q (277.698851 sec): 3 clusters Score: Raw -4061629.630678 + Penalty 3387.231765 = -4058242.398914 nChanged 33 SP:Iteration 30Q (277.759146 sec): 3 clusters Score: Raw -4061635.082464 + Penalty 3387.231765 = -4058247.850700 nChanged 24 SP:Iteration 31Q (277.812203 sec): 3 clusters Score: Raw -4061638.670490 + Penalty 3387.231765 = -4058251.438726 nChanged 24 SP:Iteration 32Q (277.885735 sec): 3 clusters Score: Raw -4061642.511374 + Penalty 3387.231765 = -4058255.279610 nChanged 17 SP:Iteration 33Q (277.939123 sec): 3 clusters Score: Raw -4061644.950593 + Penalty 3387.231765 = -4058257.718828 nChanged 16 SP:Iteration 34Q (278.000577 sec): 3 clusters Score: Raw -4061648.370243 + Penalty 3387.231765 = -4058261.138479 nChanged 20 SP:Iteration 35Q (278.053475 sec): 3 clusters Score: Raw -4061652.374909 + Penalty 3387.231765 = -4058265.143145 nChanged 20 SP:Iteration 36Q (278.107094 sec): 3 clusters Score: Raw -4061657.457726 + Penalty 3387.231765 = -4058270.225961 nChanged 24 SP:Iteration 37Q (278.161271 sec): 3 clusters Score: Raw -4061665.406687 + Penalty 3387.231765 = -4058278.174922 nChanged 29 SP:Iteration 38Q (278.220929 sec): 3 clusters Score: Raw -4061672.606080 + Penalty 3387.231765 = -4058285.374315 nChanged 23 SP:Iteration 39Q (278.295494 sec): 3 clusters Score: Raw -4061676.561620 + Penalty 3387.231765 = -4058289.329856 nChanged 19 SP:Iteration 40F (278.373006 sec): 3 clusters Score: Raw -4061680.884301 + Penalty 3387.231765 = -4058293.652536 nChanged 21 SP:Iteration 41Q (278.463222 sec): 3 clusters Score: Raw -4061685.050659 + Penalty 3387.231765 = -4058297.818894 nChanged 25 SP:Iteration 42Q (278.549277 sec): 3 clusters Score: Raw -4061689.231272 + Penalty 3387.231765 = -4058301.999508 nChanged 19 SP:Iteration 43Q (278.633177 sec): 3 clusters Score: Raw -4061692.930528 + Penalty 3387.231765 = -4058305.698764 nChanged 12 SP:Iteration 44Q (278.715847 sec): 3 clusters Score: Raw -4061695.550053 + Penalty 3387.231765 = -4058308.318288 nChanged 11 SP:Iteration 45Q (278.803939 sec): 3 clusters Score: Raw -4061697.291599 + Penalty 3387.231765 = -4058310.059835 nChanged 8 SP:Iteration 46Q (278.876361 sec): 3 clusters Score: Raw -4061699.101818 + Penalty 3387.231765 = -4058311.870053 nChanged 17 SP:Iteration 47Q (278.953494 sec): 3 clusters Score: Raw -4061703.349283 + Penalty 3387.231765 = -4058316.117518 nChanged 17 SP:Iteration 48Q (279.042573 sec): 3 clusters Score: Raw -4061707.202523 + Penalty 3387.231765 = -4058319.970758 nChanged 24 SP:Iteration 49Q (279.121543 sec): 3 clusters Score: Raw -4061712.362805 + Penalty 3387.231765 = -4058325.131040 nChanged 22 SP:Iteration 50Q (279.210277 sec): 3 clusters Score: Raw -4061717.727652 + Penalty 3387.231765 = -4058330.495888 nChanged 19 SP:Iteration 51Q (279.301296 sec): 3 clusters Score: Raw -4061723.368628 + Penalty 3387.231765 = -4058336.136863 nChanged 27 SP:Iteration 52Q (279.381769 sec): 3 clusters Score: Raw -4061729.899483 + Penalty 3387.231765 = -4058342.667718 nChanged 18 SP:Iteration 53Q (279.466937 sec): 3 clusters Score: Raw -4061733.598535 + Penalty 3387.231765 = -4058346.366771 nChanged 16 SP:Iteration 54Q (279.550641 sec): 3 clusters Score: Raw -4061737.146409 + Penalty 3387.231765 = -4058349.914644 nChanged 15 SP:Iteration 55Q (279.632300 sec): 3 clusters Score: Raw -4061739.618521 + Penalty 3387.231765 = -4058352.386756 nChanged 12 SP:Iteration 56Q (279.714089 sec): 3 clusters Score: Raw -4061742.229876 + Penalty 3387.231765 = -4058354.998111 nChanged 8 SP:Iteration 57Q (279.791738 sec): 3 clusters Score: Raw -4061743.159293 + Penalty 3387.231765 = -4058355.927528 nChanged 4 SP:Iteration 58Q (279.881592 sec): 3 clusters Score: Raw -4061744.094839 + Penalty 3387.231765 = -4058356.863074 nChanged 5 SP:Iteration 59Q (279.971513 sec): 3 clusters Score: Raw -4061745.192294 + Penalty 3387.231765 = -4058357.960529 nChanged 5 SP:Iteration 60F (280.067462 sec): 3 clusters Score: Raw -4061746.271326 + Penalty 3387.231765 = -4058359.039561 nChanged 4 SP:Iteration 61Q (280.150328 sec): 3 clusters Score: Raw -4061747.455075 + Penalty 3387.231765 = -4058360.223310 nChanged 5 SP:Iteration 62Q (280.240849 sec): 3 clusters Score: Raw -4061748.703566 + Penalty 3387.231765 = -4058361.471801 nChanged 6 SP:Iteration 63Q (280.331900 sec): 3 clusters Score: Raw -4061750.079706 + Penalty 3387.231765 = -4058362.847942 nChanged 5 SP:Iteration 64Q (280.416366 sec): 3 clusters Score: Raw -4061751.399042 + Penalty 3387.231765 = -4058364.167278 nChanged 6 SP:Iteration 65Q (280.506418 sec): 3 clusters Score: Raw -4061752.481547 + Penalty 3387.231765 = -4058365.249783 nChanged 7 SP:Iteration 66Q (280.596059 sec): 3 clusters Score: Raw -4061754.043522 + Penalty 3387.231765 = -4058366.811757 nChanged 6 SP:Iteration 67Q (280.674880 sec): 3 clusters Score: Raw -4061754.829172 + Penalty 3387.231765 = -4058367.597408 nChanged 4 SP:Iteration 68Q (280.765354 sec): 3 clusters Score: Raw -4061755.223754 + Penalty 3387.231765 = -4058367.991989 nChanged 5 SP:Iteration 69Q (280.855683 sec): 3 clusters Score: Raw -4061756.660311 + Penalty 3387.231765 = -4058369.428546 nChanged 6 SP:Iteration 70Q (280.934001 sec): 3 clusters Score: Raw -4061757.257033 + Penalty 3387.231765 = -4058370.025268 nChanged 3 SP:Iteration 71Q (281.024898 sec): 3 clusters Score: Raw -4061757.629513 + Penalty 3387.231765 = -4058370.397749 nChanged 2 SP:Iteration 72Q (281.112299 sec): 3 clusters Score: Raw -4061757.917886 + Penalty 3387.231765 = -4058370.686121 nChanged 2 SP:Iteration 73Q (281.193106 sec): 3 clusters Score: Raw -4061758.091261 + Penalty 3387.231765 = -4058370.859496 nChanged 3 SP:Iteration 74Q (281.280856 sec): 3 clusters Score: Raw -4061758.429645 + Penalty 3387.231765 = -4058371.197881 nChanged 1 SP:Iteration 75Q (281.364985 sec): 3 clusters Score: Raw -4061758.466938 + Penalty 3387.231765 = -4058371.235173 nChanged 0 SP:Iteration 76F (281.461357 sec): 3 clusters Score: Raw -4061758.466938 + Penalty 3387.231765 = -4058371.235173 nChanged 0 Trying to split cluster 17 (11194 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (281.487520 sec): 2 clusters Score: Raw -1416945.708267 + Penalty 1515.009145 = -1415430.699123 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (281.550887 sec): 3 clusters Score: Raw -1410455.701488 + Penalty 3030.018290 = -1407425.683198 nChanged 4906 SP:Iteration 1F (281.613181 sec): 3 clusters Score: Raw -1413290.829306 + Penalty 3030.018290 = -1410260.811016 nChanged 768 SP:Iteration 2F (281.674266 sec): 3 clusters Score: Raw -1413690.420124 + Penalty 3030.018290 = -1410660.401834 nChanged 673 SP:Iteration 3F (281.733049 sec): 3 clusters Score: Raw -1414080.971671 + Penalty 3030.018290 = -1411050.953381 nChanged 660 SP:Iteration 4F (281.795012 sec): 3 clusters Score: Raw -1414550.692805 + Penalty 3030.018290 = -1411520.674515 nChanged 666 SP:Iteration 5F (281.865489 sec): 3 clusters Score: Raw -1415066.697847 + Penalty 3030.018290 = -1412036.679558 nChanged 708 SP:Iteration 6F (281.926466 sec): 3 clusters Score: Raw -1415588.116876 + Penalty 3030.018290 = -1412558.098586 nChanged 629 SP:Iteration 7F (281.976956 sec): 3 clusters Score: Raw -1415993.997700 + Penalty 3030.018290 = -1412963.979411 nChanged 544 SP:Iteration 8Q (282.038010 sec): 3 clusters Score: Raw -1416319.660626 + Penalty 3030.018290 = -1413289.642336 nChanged 452 SP:Iteration 9Q (282.099279 sec): 3 clusters Score: Raw -1416567.031121 + Penalty 3030.018290 = -1413537.012831 nChanged 358 SP:Iteration 10Q (282.160418 sec): 3 clusters Score: Raw -1416733.735992 + Penalty 3030.018290 = -1413703.717702 nChanged 283 SP:Iteration 11Q (282.221594 sec): 3 clusters Score: Raw -1416871.568054 + Penalty 3030.018290 = -1413841.549764 nChanged 263 SP:Iteration 12Q (282.293275 sec): 3 clusters Score: Raw -1416977.269152 + Penalty 3030.018290 = -1413947.250862 nChanged 210 SP:Iteration 13Q (282.354166 sec): 3 clusters Score: Raw -1417046.280951 + Penalty 3030.018290 = -1414016.262661 nChanged 164 SP:Iteration 14Q (282.397890 sec): 3 clusters Score: Raw -1417102.498651 + Penalty 3030.018290 = -1414072.480361 nChanged 144 SP:Iteration 15Q (282.464214 sec): 3 clusters Score: Raw -1417145.416985 + Penalty 3030.018290 = -1414115.398695 nChanged 113 SP:Iteration 16Q (282.511158 sec): 3 clusters Score: Raw -1417172.004180 + Penalty 3030.018290 = -1414141.985890 nChanged 102 SP:Iteration 17Q (282.570434 sec): 3 clusters Score: Raw -1417199.386712 + Penalty 3030.018290 = -1414169.368422 nChanged 86 SP:Iteration 18Q (282.641266 sec): 3 clusters Score: Raw -1417219.220555 + Penalty 3030.018290 = -1414189.202265 nChanged 74 SP:Iteration 19Q (282.691848 sec): 3 clusters Score: Raw -1417232.586689 + Penalty 3030.018290 = -1414202.568399 nChanged 62 SP:Iteration 20F (282.758884 sec): 3 clusters Score: Raw -1417242.969034 + Penalty 3030.018290 = -1414212.950744 nChanged 46 SP:Iteration 21Q (282.809648 sec): 3 clusters Score: Raw -1417250.780844 + Penalty 3030.018290 = -1414220.762554 nChanged 42 SP:Iteration 22Q (282.866124 sec): 3 clusters Score: Raw -1417260.034151 + Penalty 3030.018290 = -1414230.015861 nChanged 51 SP:Iteration 23Q (282.936722 sec): 3 clusters Score: Raw -1417269.692566 + Penalty 3030.018290 = -1414239.674277 nChanged 48 SP:Iteration 24Q (282.991784 sec): 3 clusters Score: Raw -1417278.428381 + Penalty 3030.018290 = -1414248.410091 nChanged 35 SP:Iteration 25Q (283.044108 sec): 3 clusters Score: Raw -1417283.548620 + Penalty 3030.018290 = -1414253.530330 nChanged 27 SP:Iteration 26Q (283.105256 sec): 3 clusters Score: Raw -1417287.253035 + Penalty 3030.018290 = -1414257.234746 nChanged 33 SP:Iteration 27Q (283.165344 sec): 3 clusters Score: Raw -1417293.265959 + Penalty 3030.018290 = -1414263.247670 nChanged 35 SP:Iteration 28Q (283.225865 sec): 3 clusters Score: Raw -1417298.768793 + Penalty 3030.018290 = -1414268.750503 nChanged 39 SP:Iteration 29Q (283.280342 sec): 3 clusters Score: Raw -1417304.445999 + Penalty 3030.018290 = -1414274.427710 nChanged 27 SP:Iteration 30Q (283.309193 sec): 3 clusters Score: Raw -1417308.030330 + Penalty 3030.018290 = -1414278.012041 nChanged 23 SP:Iteration 31Q (283.340754 sec): 3 clusters Score: Raw -1417311.006715 + Penalty 3030.018290 = -1414280.988425 nChanged 28 SP:Iteration 32Q (283.388260 sec): 3 clusters Score: Raw -1417314.390230 + Penalty 3030.018290 = -1414284.371940 nChanged 21 SP:Iteration 33Q (283.417310 sec): 3 clusters Score: Raw -1417317.779208 + Penalty 3030.018290 = -1414287.760918 nChanged 23 SP:Iteration 34Q (283.447144 sec): 3 clusters Score: Raw -1417321.490000 + Penalty 3030.018290 = -1414291.471710 nChanged 27 SP:Iteration 35Q (283.478006 sec): 3 clusters Score: Raw -1417325.300058 + Penalty 3030.018290 = -1414295.281768 nChanged 28 SP:Iteration 36Q (283.508592 sec): 3 clusters Score: Raw -1417329.029919 + Penalty 3030.018290 = -1414299.011630 nChanged 26 SP:Iteration 37Q (283.543735 sec): 3 clusters Score: Raw -1417332.483178 + Penalty 3030.018290 = -1414302.464889 nChanged 27 SP:Iteration 38Q (283.600929 sec): 3 clusters Score: Raw -1417337.201621 + Penalty 3030.018290 = -1414307.183331 nChanged 30 SP:Iteration 39Q (283.629760 sec): 3 clusters Score: Raw -1417342.999558 + Penalty 3030.018290 = -1414312.981268 nChanged 23 SP:Iteration 40F (283.662411 sec): 3 clusters Score: Raw -1417347.601874 + Penalty 3030.018290 = -1414317.583584 nChanged 28 SP:Iteration 41Q (283.695685 sec): 3 clusters Score: Raw -1417353.485985 + Penalty 3030.018290 = -1414323.467695 nChanged 29 SP:Iteration 42Q (283.740220 sec): 3 clusters Score: Raw -1417358.766194 + Penalty 3030.018290 = -1414328.747905 nChanged 34 SP:Iteration 43Q (283.775685 sec): 3 clusters Score: Raw -1417362.914795 + Penalty 3030.018290 = -1414332.896505 nChanged 17 SP:Iteration 44Q (283.823820 sec): 3 clusters Score: Raw -1417364.269921 + Penalty 3030.018290 = -1414334.251631 nChanged 9 SP:Iteration 45Q (283.855640 sec): 3 clusters Score: Raw -1417365.163076 + Penalty 3030.018290 = -1414335.144786 nChanged 9 SP:Iteration 46Q (283.890675 sec): 3 clusters Score: Raw -1417366.505567 + Penalty 3030.018290 = -1414336.487277 nChanged 12 SP:Iteration 47Q (283.950647 sec): 3 clusters Score: Raw -1417367.764489 + Penalty 3030.018290 = -1414337.746200 nChanged 15 SP:Iteration 48Q (283.985702 sec): 3 clusters Score: Raw -1417369.309209 + Penalty 3030.018290 = -1414339.290920 nChanged 14 SP:Iteration 49Q (284.015098 sec): 3 clusters Score: Raw -1417371.980481 + Penalty 3030.018290 = -1414341.962191 nChanged 17 SP:Iteration 50Q (284.043848 sec): 3 clusters Score: Raw -1417374.407651 + Penalty 3030.018290 = -1414344.389362 nChanged 15 SP:Iteration 51Q (284.072788 sec): 3 clusters Score: Raw -1417375.751908 + Penalty 3030.018290 = -1414345.733618 nChanged 10 SP:Iteration 52Q (284.104595 sec): 3 clusters Score: Raw -1417376.883971 + Penalty 3030.018290 = -1414346.865681 nChanged 9 SP:Iteration 53Q (284.133624 sec): 3 clusters Score: Raw -1417377.584257 + Penalty 3030.018290 = -1414347.565968 nChanged 5 SP:Iteration 54Q (284.165160 sec): 3 clusters Score: Raw -1417378.088275 + Penalty 3030.018290 = -1414348.069986 nChanged 7 SP:Iteration 55Q (284.194105 sec): 3 clusters Score: Raw -1417379.620038 + Penalty 3030.018290 = -1414349.601748 nChanged 10 SP:Iteration 56Q (284.226928 sec): 3 clusters Score: Raw -1417380.887472 + Penalty 3030.018290 = -1414350.869182 nChanged 14 SP:Iteration 57Q (284.255765 sec): 3 clusters Score: Raw -1417382.618402 + Penalty 3030.018290 = -1414352.600112 nChanged 8 SP:Iteration 58Q (284.288512 sec): 3 clusters Score: Raw -1417383.725683 + Penalty 3030.018290 = -1414353.707393 nChanged 15 SP:Iteration 59Q (284.343406 sec): 3 clusters Score: Raw -1417385.508764 + Penalty 3030.018290 = -1414355.490474 nChanged 10 SP:Iteration 60F (284.373376 sec): 3 clusters Score: Raw -1417386.609143 + Penalty 3030.018290 = -1414356.590854 nChanged 10 SP:Iteration 61Q (284.406111 sec): 3 clusters Score: Raw -1417387.610260 + Penalty 3030.018290 = -1414357.591971 nChanged 9 SP:Iteration 62Q (284.434994 sec): 3 clusters Score: Raw -1417388.336747 + Penalty 3030.018290 = -1414358.318457 nChanged 8 SP:Iteration 63Q (284.463981 sec): 3 clusters Score: Raw -1417389.173905 + Penalty 3030.018290 = -1414359.155615 nChanged 7 SP:Iteration 64Q (284.492863 sec): 3 clusters Score: Raw -1417389.744406 + Penalty 3030.018290 = -1414359.726117 nChanged 5 SP:Iteration 65Q (284.525711 sec): 3 clusters Score: Raw -1417390.218457 + Penalty 3030.018290 = -1414360.200167 nChanged 3 SP:Iteration 66Q (284.560608 sec): 3 clusters Score: Raw -1417390.475456 + Penalty 3030.018290 = -1414360.457167 nChanged 2 SP:Iteration 67Q (284.589414 sec): 3 clusters Score: Raw -1417390.667291 + Penalty 3030.018290 = -1414360.649001 nChanged 4 SP:Iteration 68Q (284.623735 sec): 3 clusters Score: Raw -1417391.169509 + Penalty 3030.018290 = -1414361.151219 nChanged 5 SP:Iteration 69Q (284.652527 sec): 3 clusters Score: Raw -1417391.566201 + Penalty 3030.018290 = -1414361.547912 nChanged 2 SP:Iteration 70Q (284.686279 sec): 3 clusters Score: Raw -1417391.698568 + Penalty 3030.018290 = -1414361.680278 nChanged 1 SP:Iteration 71Q (284.730021 sec): 3 clusters Score: Raw -1417391.737317 + Penalty 3030.018290 = -1414361.719027 nChanged 0 SP:Iteration 72F (284.763293 sec): 3 clusters Score: Raw -1417391.737317 + Penalty 3030.018290 = -1414361.719027 nChanged 0 Trying to split cluster 18 (1759 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (284.778359 sec): 2 clusters Score: Raw -202817.971143 + Penalty 1214.281371 = -201603.689772 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (284.793798 sec): 3 clusters Score: Raw -202340.572060 + Penalty 2428.562742 = -199912.009318 nChanged 643 SP:Iteration 1F (284.810111 sec): 3 clusters Score: Raw -203615.006707 + Penalty 2428.562742 = -201186.443965 nChanged 307 SP:Iteration 2F (284.855036 sec): 3 clusters Score: Raw -204351.306656 + Penalty 2428.562742 = -201922.743914 nChanged 156 SP:Iteration 3F (284.895234 sec): 3 clusters Score: Raw -204732.598269 + Penalty 2428.562742 = -202304.035527 nChanged 90 SP:Iteration 4F (284.938230 sec): 3 clusters Score: Raw -204896.673212 + Penalty 2428.562742 = -202468.110470 nChanged 58 SP:Iteration 5Q (284.966627 sec): 3 clusters Score: Raw -205041.665224 + Penalty 2428.562742 = -202613.102482 nChanged 41 SP:Iteration 6Q (284.975203 sec): 3 clusters Score: Raw -205094.542953 + Penalty 2428.562742 = -202665.980211 nChanged 19 SP:Iteration 7Q (284.985046 sec): 3 clusters Score: Raw -205106.876025 + Penalty 2428.562742 = -202678.313282 nChanged 6 SP:Iteration 8Q (284.993634 sec): 3 clusters Score: Raw -205109.566107 + Penalty 2428.562742 = -202681.003365 nChanged 2 SP:Iteration 9Q (285.002697 sec): 3 clusters Score: Raw -205110.640775 + Penalty 2428.562742 = -202682.078033 nChanged 0 SP:Iteration 10F (285.011783 sec): 3 clusters Score: Raw -205110.640775 + Penalty 2428.562742 = -202682.078033 nChanged 0 Score: Raw -99743077.595715 + Penalty 52869.061902 = -99690208.533814 Splitting cluster 18 changes total score from -99433267.660636 to -99690208.533814 So it's getting split into cluster 24. Trying to split cluster 19 (6470 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (296.621930 sec): 2 clusters Score: Raw -810738.151951 + Penalty 1425.926350 = -809312.225601 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (296.663700 sec): 3 clusters Score: Raw -807273.745489 + Penalty 2851.852701 = -804421.892789 nChanged 2714 SP:Iteration 1F (296.725853 sec): 3 clusters Score: Raw -808699.296610 + Penalty 2851.852701 = -805847.443909 nChanged 412 SP:Iteration 2F (296.779934 sec): 3 clusters Score: Raw -808910.234088 + Penalty 2851.852701 = -806058.381387 nChanged 358 SP:Iteration 3F (296.836146 sec): 3 clusters Score: Raw -809101.314645 + Penalty 2851.852701 = -806249.461944 nChanged 339 SP:Iteration 4F (296.888697 sec): 3 clusters Score: Raw -809247.098701 + Penalty 2851.852701 = -806395.246000 nChanged 247 SP:Iteration 5Q (296.931437 sec): 3 clusters Score: Raw -809348.367673 + Penalty 2851.852701 = -806496.514973 nChanged 219 SP:Iteration 6Q (296.979459 sec): 3 clusters Score: Raw -809442.889712 + Penalty 2851.852701 = -806591.037011 nChanged 205 SP:Iteration 7Q (297.021857 sec): 3 clusters Score: Raw -809533.027564 + Penalty 2851.852701 = -806681.174864 nChanged 194 SP:Iteration 8Q (297.076458 sec): 3 clusters Score: Raw -809614.234024 + Penalty 2851.852701 = -806762.381323 nChanged 161 SP:Iteration 9Q (297.118571 sec): 3 clusters Score: Raw -809674.415571 + Penalty 2851.852701 = -806822.562870 nChanged 156 SP:Iteration 10Q (297.168049 sec): 3 clusters Score: Raw -809733.239832 + Penalty 2851.852701 = -806881.387131 nChanged 139 SP:Iteration 11Q (297.220082 sec): 3 clusters Score: Raw -809787.370946 + Penalty 2851.852701 = -806935.518246 nChanged 150 SP:Iteration 12Q (297.273520 sec): 3 clusters Score: Raw -809857.240535 + Penalty 2851.852701 = -807005.387834 nChanged 143 SP:Iteration 13Q (297.325570 sec): 3 clusters Score: Raw -809926.482992 + Penalty 2851.852701 = -807074.630291 nChanged 150 SP:Iteration 14Q (297.350762 sec): 3 clusters Score: Raw -809993.810036 + Penalty 2851.852701 = -807141.957335 nChanged 156 SP:Iteration 15Q (297.379260 sec): 3 clusters Score: Raw -810062.463168 + Penalty 2851.852701 = -807210.610467 nChanged 137 SP:Iteration 16Q (297.409305 sec): 3 clusters Score: Raw -810116.433811 + Penalty 2851.852701 = -807264.581110 nChanged 125 SP:Iteration 17Q (297.453070 sec): 3 clusters Score: Raw -810168.932010 + Penalty 2851.852701 = -807317.079309 nChanged 123 SP:Iteration 18Q (297.491677 sec): 3 clusters Score: Raw -810225.285498 + Penalty 2851.852701 = -807373.432797 nChanged 112 SP:Iteration 19Q (297.515038 sec): 3 clusters Score: Raw -810275.396574 + Penalty 2851.852701 = -807423.543873 nChanged 113 SP:Iteration 20F (297.537951 sec): 3 clusters Score: Raw -810317.945820 + Penalty 2851.852701 = -807466.093119 nChanged 103 SP:Iteration 21Q (297.567763 sec): 3 clusters Score: Raw -810352.189475 + Penalty 2851.852701 = -807500.336774 nChanged 78 SP:Iteration 22Q (297.593549 sec): 3 clusters Score: Raw -810382.711542 + Penalty 2851.852701 = -807530.858841 nChanged 79 SP:Iteration 23Q (297.616484 sec): 3 clusters Score: Raw -810411.470170 + Penalty 2851.852701 = -807559.617469 nChanged 68 SP:Iteration 24Q (297.666174 sec): 3 clusters Score: Raw -810435.769256 + Penalty 2851.852701 = -807583.916555 nChanged 63 SP:Iteration 25Q (297.709351 sec): 3 clusters Score: Raw -810458.508989 + Penalty 2851.852701 = -807606.656288 nChanged 69 SP:Iteration 26Q (297.733592 sec): 3 clusters Score: Raw -810489.183419 + Penalty 2851.852701 = -807637.330718 nChanged 74 SP:Iteration 27Q (297.761785 sec): 3 clusters Score: Raw -810520.983728 + Penalty 2851.852701 = -807669.131027 nChanged 75 SP:Iteration 28Q (297.804830 sec): 3 clusters Score: Raw -810549.597251 + Penalty 2851.852701 = -807697.744550 nChanged 61 SP:Iteration 29Q (297.843857 sec): 3 clusters Score: Raw -810572.027906 + Penalty 2851.852701 = -807720.175206 nChanged 55 SP:Iteration 30Q (297.873553 sec): 3 clusters Score: Raw -810596.451133 + Penalty 2851.852701 = -807744.598432 nChanged 55 SP:Iteration 31Q (297.903822 sec): 3 clusters Score: Raw -810626.727984 + Penalty 2851.852701 = -807774.875283 nChanged 63 SP:Iteration 32Q (297.930150 sec): 3 clusters Score: Raw -810653.574535 + Penalty 2851.852701 = -807801.721834 nChanged 71 SP:Iteration 33Q (297.985953 sec): 3 clusters Score: Raw -810682.854925 + Penalty 2851.852701 = -807831.002224 nChanged 69 SP:Iteration 34Q (298.030762 sec): 3 clusters Score: Raw -810716.816145 + Penalty 2851.852701 = -807864.963444 nChanged 73 SP:Iteration 35Q (298.089213 sec): 3 clusters Score: Raw -810749.638527 + Penalty 2851.852701 = -807897.785826 nChanged 73 SP:Iteration 36Q (298.142877 sec): 3 clusters Score: Raw -810789.237586 + Penalty 2851.852701 = -807937.384885 nChanged 80 SP:Iteration 37Q (298.206046 sec): 3 clusters Score: Raw -810828.531502 + Penalty 2851.852701 = -807976.678801 nChanged 87 SP:Iteration 38Q (298.253520 sec): 3 clusters Score: Raw -810875.929520 + Penalty 2851.852701 = -808024.076819 nChanged 98 SP:Iteration 39Q (298.295673 sec): 3 clusters Score: Raw -810943.534869 + Penalty 2851.852701 = -808091.682168 nChanged 139 SP:Iteration 40F (298.343936 sec): 3 clusters Score: Raw -811075.626989 + Penalty 2851.852701 = -808223.774288 nChanged 183 SP:Iteration 41Q (298.402013 sec): 3 clusters Score: Raw -811304.374677 + Penalty 2851.852701 = -808452.521976 nChanged 225 SP:Iteration 42Q (298.460214 sec): 3 clusters Score: Raw -811715.333502 + Penalty 2851.852701 = -808863.480802 nChanged 254 SP:Iteration 43Q (298.518252 sec): 3 clusters Score: Raw -812348.049200 + Penalty 2851.852701 = -809496.196499 nChanged 173 SP:Iteration 44Q (298.578383 sec): 3 clusters Score: Raw -812780.472287 + Penalty 2851.852701 = -809928.619586 nChanged 116 SP:Iteration 45Q (298.618083 sec): 3 clusters Score: Raw -812969.674807 + Penalty 2851.852701 = -810117.822106 nChanged 38 SP:Iteration 46Q (298.672860 sec): 3 clusters Score: Raw -813000.371590 + Penalty 2851.852701 = -810148.518889 nChanged 16 SP:Iteration 47Q (298.714210 sec): 3 clusters Score: Raw -813008.097686 + Penalty 2851.852701 = -810156.244985 nChanged 4 SP:Iteration 48Q (298.773334 sec): 3 clusters Score: Raw -813009.071251 + Penalty 2851.852701 = -810157.218550 nChanged 0 SP:Iteration 49F (298.826949 sec): 3 clusters Score: Raw -813009.071251 + Penalty 2851.852701 = -810157.218550 nChanged 0 Score: Raw -99745348.515015 + Penalty 55071.939481 = -99690276.575534 Splitting cluster 19 changes total score from -99433267.660636 to -99690276.575534 So it's getting split into cluster 25. Iteration 20F (322.063027 sec): 26 clusters Score: Raw -99794456.200562 + Penalty 55071.939481 = -99739384.261082 nChanged 39755 Iteration 21F (333.745784 sec): 26 clusters Score: Raw -99834775.521464 + Penalty 55071.939481 = -99779703.581984 nChanged 26108 Iteration 22Q (339.860227 sec): 26 clusters Score: Raw -99852768.086252 + Penalty 55071.939481 = -99797696.146771 nChanged 20581 Iteration 23Q (345.934175 sec): 26 clusters Score: Raw -99863484.418535 + Penalty 55071.939481 = -99808412.479054 nChanged 16594 Iteration 24Q (351.902937 sec): 26 clusters Score: Raw -99870593.286681 + Penalty 55071.939481 = -99815521.347200 nChanged 14005 Iteration 25Q (358.006154 sec): 26 clusters Score: Raw -99875759.561896 + Penalty 55071.939481 = -99820687.622415 nChanged 12280 Iteration 26Q (363.839527 sec): 26 clusters Score: Raw -99879801.659711 + Penalty 55071.939481 = -99824729.720231 nChanged 11163 Iteration 27Q (369.795081 sec): 26 clusters Score: Raw -99882989.007483 + Penalty 55071.939481 = -99827917.068002 nChanged 10080 Iteration 28Q (375.594788 sec): 26 clusters Score: Raw -99885601.748923 + Penalty 55071.939481 = -99830529.809442 nChanged 9442 Iteration 29Q (381.428493 sec): 26 clusters Score: Raw -99887852.243346 + Penalty 55071.939481 = -99832780.303865 nChanged 8945 Iteration 30Q (387.133832 sec): 26 clusters Score: Raw -99889858.027142 + Penalty 55071.939481 = -99834786.087661 nChanged 8353 Iteration 31Q (393.156750 sec): 26 clusters Score: Raw -99891634.495954 + Penalty 55071.939481 = -99836562.556473 nChanged 8000 Iteration 32Q (398.954079 sec): 26 clusters Score: Raw -99893217.916803 + Penalty 55071.939481 = -99838145.977323 nChanged 7738 Iteration 33Q (404.776206 sec): 26 clusters Score: Raw -99894745.072538 + Penalty 55071.939481 = -99839673.133057 nChanged 7452 Iteration 34Q (410.761671 sec): 26 clusters Score: Raw -99896174.543578 + Penalty 55071.939481 = -99841102.604097 nChanged 6970 Iteration 35Q (416.589075 sec): 26 clusters Score: Raw -99897454.732768 + Penalty 55071.939481 = -99842382.793287 nChanged 6727 Iteration 36Q (422.322052 sec): 26 clusters Score: Raw -99898656.870008 + Penalty 55071.939481 = -99843584.930527 nChanged 6534 Iteration 37Q (428.231022 sec): 26 clusters Score: Raw -99899824.379806 + Penalty 55071.939481 = -99844752.440325 nChanged 6352 Iteration 38Q (434.037123 sec): 26 clusters Score: Raw -99900935.669340 + Penalty 55071.939481 = -99845863.729859 nChanged 6094 Iteration 39Q (439.748590 sec): 26 clusters Score: Raw -99901958.789185 + Penalty 55071.939481 = -99846886.849704 nChanged 5912 Iteration 40F (451.363800 sec): 26 clusters Score: Raw -99903999.877930 + Penalty 55071.939481 = -99848927.938450 nChanged 6020 Iteration 41Q (457.230270 sec): 26 clusters Score: Raw -99905804.200120 + Penalty 55071.939481 = -99850732.260639 nChanged 5947 Iteration 42Q (463.224153 sec): 26 clusters Score: Raw -99906992.055941 + Penalty 55071.939481 = -99851920.116460 nChanged 5928 Iteration 43Q (469.081663 sec): 26 clusters Score: Raw -99908115.991900 + Penalty 55071.939481 = -99853044.052419 nChanged 5760 Iteration 44Q (475.166444 sec): 26 clusters Score: Raw -99909139.327490 + Penalty 55071.939481 = -99854067.388010 nChanged 5535 Iteration 45Q (481.035165 sec): 26 clusters Score: Raw -99910072.015304 + Penalty 55071.939481 = -99855000.075824 nChanged 5350 Iteration 46Q (486.890967 sec): 26 clusters Score: Raw -99910953.411049 + Penalty 55071.939481 = -99855881.471568 nChanged 5154 Iteration 47Q (492.786054 sec): 26 clusters Score: Raw -99911789.001301 + Penalty 55071.939481 = -99856717.061820 nChanged 4977 Iteration 48Q (498.580882 sec): 26 clusters Score: Raw -99912570.498593 + Penalty 55071.939481 = -99857498.559112 nChanged 4895 Iteration 49Q (504.415801 sec): 26 clusters Score: Raw -99913302.498984 + Penalty 55071.939481 = -99858230.559503 nChanged 4602 Iteration 50Q (510.378246 sec): 26 clusters Score: Raw -99913944.159091 + Penalty 55071.939481 = -99858872.219610 nChanged 4265 Iteration 51Q (516.241275 sec): 26 clusters Score: Raw -99914512.553640 + Penalty 55071.939481 = -99859440.614160 nChanged 4016 Iteration 52Q (522.084184 sec): 26 clusters Score: Raw -99915013.124132 + Penalty 55071.939481 = -99859941.184652 nChanged 3763 Iteration 53Q (527.838208 sec): 26 clusters Score: Raw -99915451.629365 + Penalty 55071.939481 = -99860379.689884 nChanged 3480 Iteration 54Q (533.800460 sec): 26 clusters Score: Raw -99915828.810004 + Penalty 55071.939481 = -99860756.870523 nChanged 3142 Iteration 55Q (539.709697 sec): 26 clusters Score: Raw -99916163.120952 + Penalty 55071.939481 = -99861091.181471 nChanged 3000 Iteration 56Q (545.403087 sec): 26 clusters Score: Raw -99916490.801589 + Penalty 55071.939481 = -99861418.862109 nChanged 2739 Iteration 57Q (551.403703 sec): 26 clusters Score: Raw -99916782.424950 + Penalty 55071.939481 = -99861710.485470 nChanged 2505 Iteration 58Q (557.236784 sec): 26 clusters Score: Raw -99917027.197105 + Penalty 55071.939481 = -99861955.257624 nChanged 2332 Writing temp clu file Because OldScore, -99861710.485470, is greater than current (better) Score,-99861955.257624 Compute initial score before splitting: Score: Raw -99917027.197105 + Penalty 55071.939481 = -99861955.257624 Trying to split cluster 1 (6939 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (557.412388 sec): 2 clusters Score: Raw -900419.784101 + Penalty 1437.298355 = -898982.485747 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (557.473495 sec): 3 clusters Score: Raw -896647.738958 + Penalty 2874.596709 = -893773.142249 nChanged 2932 SP:Iteration 1F (557.532905 sec): 3 clusters Score: Raw -898219.149851 + Penalty 2874.596709 = -895344.553142 nChanged 485 SP:Iteration 2F (557.592646 sec): 3 clusters Score: Raw -898462.423147 + Penalty 2874.596709 = -895587.826438 nChanged 391 SP:Iteration 3F (557.652181 sec): 3 clusters Score: Raw -898664.492150 + Penalty 2874.596709 = -895789.895441 nChanged 338 SP:Iteration 4Q (557.711385 sec): 3 clusters Score: Raw -898844.013688 + Penalty 2874.596709 = -895969.416979 nChanged 315 SP:Iteration 5Q (557.771009 sec): 3 clusters Score: Raw -898990.890460 + Penalty 2874.596709 = -896116.293750 nChanged 242 SP:Iteration 6Q (557.827522 sec): 3 clusters Score: Raw -899104.422060 + Penalty 2874.596709 = -896229.825351 nChanged 218 SP:Iteration 7Q (557.896134 sec): 3 clusters Score: Raw -899202.257238 + Penalty 2874.596709 = -896327.660529 nChanged 215 SP:Iteration 8Q (557.948513 sec): 3 clusters Score: Raw -899304.044858 + Penalty 2874.596709 = -896429.448149 nChanged 205 SP:Iteration 9Q (557.990126 sec): 3 clusters Score: Raw -899399.336954 + Penalty 2874.596709 = -896524.740245 nChanged 195 SP:Iteration 10Q (558.050190 sec): 3 clusters Score: Raw -899493.134158 + Penalty 2874.596709 = -896618.537448 nChanged 195 SP:Iteration 11Q (558.101171 sec): 3 clusters Score: Raw -899592.181613 + Penalty 2874.596709 = -896717.584904 nChanged 184 SP:Iteration 12Q (558.142717 sec): 3 clusters Score: Raw -899685.199555 + Penalty 2874.596709 = -896810.602846 nChanged 177 SP:Iteration 13Q (558.196922 sec): 3 clusters Score: Raw -899771.764009 + Penalty 2874.596709 = -896897.167300 nChanged 163 SP:Iteration 14Q (558.249644 sec): 3 clusters Score: Raw -899850.575616 + Penalty 2874.596709 = -896975.978907 nChanged 172 SP:Iteration 15Q (558.300404 sec): 3 clusters Score: Raw -899933.583320 + Penalty 2874.596709 = -897058.986611 nChanged 160 SP:Iteration 16Q (558.349743 sec): 3 clusters Score: Raw -900003.851291 + Penalty 2874.596709 = -897129.254582 nChanged 136 SP:Iteration 17Q (558.404264 sec): 3 clusters Score: Raw -900066.146663 + Penalty 2874.596709 = -897191.549954 nChanged 110 SP:Iteration 18Q (558.457247 sec): 3 clusters Score: Raw -900116.908442 + Penalty 2874.596709 = -897242.311733 nChanged 117 SP:Iteration 19Q (558.520027 sec): 3 clusters Score: Raw -900169.138349 + Penalty 2874.596709 = -897294.541640 nChanged 102 SP:Iteration 20F (558.564330 sec): 3 clusters Score: Raw -900208.047427 + Penalty 2874.596709 = -897333.450718 nChanged 90 SP:Iteration 21Q (558.616999 sec): 3 clusters Score: Raw -900243.428211 + Penalty 2874.596709 = -897368.831502 nChanged 93 SP:Iteration 22Q (558.670828 sec): 3 clusters Score: Raw -900276.698525 + Penalty 2874.596709 = -897402.101816 nChanged 80 SP:Iteration 23Q (558.723889 sec): 3 clusters Score: Raw -900310.004783 + Penalty 2874.596709 = -897435.408074 nChanged 76 SP:Iteration 24Q (558.785001 sec): 3 clusters Score: Raw -900346.040297 + Penalty 2874.596709 = -897471.443588 nChanged 82 SP:Iteration 25Q (558.828740 sec): 3 clusters Score: Raw -900385.763599 + Penalty 2874.596709 = -897511.166890 nChanged 87 SP:Iteration 26Q (558.883699 sec): 3 clusters Score: Raw -900423.573541 + Penalty 2874.596709 = -897548.976832 nChanged 74 SP:Iteration 27Q (558.941681 sec): 3 clusters Score: Raw -900449.889547 + Penalty 2874.596709 = -897575.292838 nChanged 60 SP:Iteration 28Q (558.994716 sec): 3 clusters Score: Raw -900466.517856 + Penalty 2874.596709 = -897591.921147 nChanged 49 SP:Iteration 29Q (559.048994 sec): 3 clusters Score: Raw -900481.141520 + Penalty 2874.596709 = -897606.544811 nChanged 51 SP:Iteration 30Q (559.096104 sec): 3 clusters Score: Raw -900501.356078 + Penalty 2874.596709 = -897626.759369 nChanged 66 SP:Iteration 31Q (559.127802 sec): 3 clusters Score: Raw -900531.254514 + Penalty 2874.596709 = -897656.657805 nChanged 55 SP:Iteration 32Q (559.155112 sec): 3 clusters Score: Raw -900553.449040 + Penalty 2874.596709 = -897678.852331 nChanged 49 SP:Iteration 33Q (559.198230 sec): 3 clusters Score: Raw -900570.405316 + Penalty 2874.596709 = -897695.808607 nChanged 34 SP:Iteration 34Q (559.227612 sec): 3 clusters Score: Raw -900580.989673 + Penalty 2874.596709 = -897706.392964 nChanged 34 SP:Iteration 35Q (559.253566 sec): 3 clusters Score: Raw -900591.566285 + Penalty 2874.596709 = -897716.969576 nChanged 29 SP:Iteration 36Q (559.275882 sec): 3 clusters Score: Raw -900600.326070 + Penalty 2874.596709 = -897725.729361 nChanged 29 SP:Iteration 37Q (559.343418 sec): 3 clusters Score: Raw -900608.341164 + Penalty 2874.596709 = -897733.744455 nChanged 24 SP:Iteration 38Q (559.386840 sec): 3 clusters Score: Raw -900614.836142 + Penalty 2874.596709 = -897740.239433 nChanged 21 SP:Iteration 39Q (559.416232 sec): 3 clusters Score: Raw -900621.726835 + Penalty 2874.596709 = -897747.130126 nChanged 23 SP:Iteration 40F (559.439682 sec): 3 clusters Score: Raw -900628.131792 + Penalty 2874.596709 = -897753.535083 nChanged 24 SP:Iteration 41Q (559.461963 sec): 3 clusters Score: Raw -900637.565045 + Penalty 2874.596709 = -897762.968336 nChanged 19 SP:Iteration 42Q (559.484060 sec): 3 clusters Score: Raw -900646.909621 + Penalty 2874.596709 = -897772.312912 nChanged 23 SP:Iteration 43Q (559.506062 sec): 3 clusters Score: Raw -900655.847350 + Penalty 2874.596709 = -897781.250641 nChanged 23 SP:Iteration 44Q (559.533903 sec): 3 clusters Score: Raw -900664.683929 + Penalty 2874.596709 = -897790.087220 nChanged 27 SP:Iteration 45Q (559.556110 sec): 3 clusters Score: Raw -900674.826875 + Penalty 2874.596709 = -897800.230166 nChanged 15 SP:Iteration 46Q (559.578067 sec): 3 clusters Score: Raw -900679.404062 + Penalty 2874.596709 = -897804.807353 nChanged 14 SP:Iteration 47Q (559.600057 sec): 3 clusters Score: Raw -900684.236872 + Penalty 2874.596709 = -897809.640163 nChanged 16 SP:Iteration 48Q (559.622033 sec): 3 clusters Score: Raw -900689.949155 + Penalty 2874.596709 = -897815.352446 nChanged 14 SP:Iteration 49Q (559.648801 sec): 3 clusters Score: Raw -900694.523174 + Penalty 2874.596709 = -897819.926465 nChanged 18 SP:Iteration 50Q (559.674167 sec): 3 clusters Score: Raw -900700.400460 + Penalty 2874.596709 = -897825.803751 nChanged 12 SP:Iteration 51Q (559.716424 sec): 3 clusters Score: Raw -900705.121874 + Penalty 2874.596709 = -897830.525165 nChanged 10 SP:Iteration 52Q (559.744117 sec): 3 clusters Score: Raw -900709.039579 + Penalty 2874.596709 = -897834.442870 nChanged 6 SP:Iteration 53Q (559.766405 sec): 3 clusters Score: Raw -900711.263630 + Penalty 2874.596709 = -897836.666921 nChanged 7 SP:Iteration 54Q (559.818067 sec): 3 clusters Score: Raw -900713.245268 + Penalty 2874.596709 = -897838.648559 nChanged 6 SP:Iteration 55Q (559.840326 sec): 3 clusters Score: Raw -900714.626740 + Penalty 2874.596709 = -897840.030031 nChanged 5 SP:Iteration 56Q (559.868589 sec): 3 clusters Score: Raw -900716.022772 + Penalty 2874.596709 = -897841.426063 nChanged 2 SP:Iteration 57Q (559.896220 sec): 3 clusters Score: Raw -900716.942992 + Penalty 2874.596709 = -897842.346283 nChanged 4 SP:Iteration 58Q (559.918398 sec): 3 clusters Score: Raw -900718.027663 + Penalty 2874.596709 = -897843.430954 nChanged 1 SP:Iteration 59Q (559.973933 sec): 3 clusters Score: Raw -900718.205666 + Penalty 2874.596709 = -897843.608957 nChanged 1 SP:Iteration 60F (559.996472 sec): 3 clusters Score: Raw -900718.308163 + Penalty 2874.596709 = -897843.711454 nChanged 0 Trying to split cluster 2 (2085 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (560.012632 sec): 2 clusters Score: Raw -265278.461743 + Penalty 1241.910172 = -264036.551571 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (560.023834 sec): 3 clusters Score: Raw -264380.720411 + Penalty 2483.820344 = -261896.900067 nChanged 747 SP:Iteration 1F (560.034367 sec): 3 clusters Score: Raw -264840.532419 + Penalty 2483.820344 = -262356.712075 nChanged 186 SP:Iteration 2F (560.046273 sec): 3 clusters Score: Raw -265013.255492 + Penalty 2483.820344 = -262529.435149 nChanged 141 SP:Iteration 3F (560.056696 sec): 3 clusters Score: Raw -265136.544449 + Penalty 2483.820344 = -262652.724105 nChanged 96 SP:Iteration 4Q (560.067355 sec): 3 clusters Score: Raw -265223.278314 + Penalty 2483.820344 = -262739.457970 nChanged 72 SP:Iteration 5Q (560.077763 sec): 3 clusters Score: Raw -265276.110819 + Penalty 2483.820344 = -262792.290475 nChanged 52 SP:Iteration 6Q (560.088228 sec): 3 clusters Score: Raw -265316.751489 + Penalty 2483.820344 = -262832.931146 nChanged 51 SP:Iteration 7Q (560.098705 sec): 3 clusters Score: Raw -265351.965356 + Penalty 2483.820344 = -262868.145012 nChanged 41 SP:Iteration 8Q (560.109169 sec): 3 clusters Score: Raw -265378.518162 + Penalty 2483.820344 = -262894.697819 nChanged 30 SP:Iteration 9Q (560.119606 sec): 3 clusters Score: Raw -265397.136678 + Penalty 2483.820344 = -262913.316334 nChanged 20 SP:Iteration 10Q (560.130055 sec): 3 clusters Score: Raw -265406.934632 + Penalty 2483.820344 = -262923.114289 nChanged 20 SP:Iteration 11Q (560.145642 sec): 3 clusters Score: Raw -265422.025303 + Penalty 2483.820344 = -262938.204959 nChanged 22 SP:Iteration 12Q (560.155603 sec): 3 clusters Score: Raw -265436.136785 + Penalty 2483.820344 = -262952.316442 nChanged 19 SP:Iteration 13Q (560.166098 sec): 3 clusters Score: Raw -265446.268826 + Penalty 2483.820344 = -262962.448483 nChanged 11 SP:Iteration 14Q (560.178551 sec): 3 clusters Score: Raw -265452.991528 + Penalty 2483.820344 = -262969.171184 nChanged 17 SP:Iteration 15Q (560.188855 sec): 3 clusters Score: Raw -265468.212134 + Penalty 2483.820344 = -262984.391790 nChanged 16 SP:Iteration 16Q (560.198333 sec): 3 clusters Score: Raw -265478.559655 + Penalty 2483.820344 = -262994.739312 nChanged 18 SP:Iteration 17Q (560.215313 sec): 3 clusters Score: Raw -265494.811792 + Penalty 2483.820344 = -263010.991448 nChanged 28 SP:Iteration 18Q (560.225782 sec): 3 clusters Score: Raw -265519.739796 + Penalty 2483.820344 = -263035.919452 nChanged 39 SP:Iteration 19Q (560.235380 sec): 3 clusters Score: Raw -265559.347640 + Penalty 2483.820344 = -263075.527296 nChanged 36 SP:Iteration 20F (560.252056 sec): 3 clusters Score: Raw -265587.227667 + Penalty 2483.820344 = -263103.407323 nChanged 30 SP:Iteration 21Q (560.262357 sec): 3 clusters Score: Raw -265614.570282 + Penalty 2483.820344 = -263130.749938 nChanged 32 SP:Iteration 22Q (560.275358 sec): 3 clusters Score: Raw -265646.190501 + Penalty 2483.820344 = -263162.370157 nChanged 28 SP:Iteration 23Q (560.285707 sec): 3 clusters Score: Raw -265670.895192 + Penalty 2483.820344 = -263187.074848 nChanged 35 SP:Iteration 24Q (560.296018 sec): 3 clusters Score: Raw -265700.225106 + Penalty 2483.820344 = -263216.404762 nChanged 32 SP:Iteration 25Q (560.306212 sec): 3 clusters Score: Raw -265719.028695 + Penalty 2483.820344 = -263235.208352 nChanged 19 SP:Iteration 26Q (560.316415 sec): 3 clusters Score: Raw -265732.364309 + Penalty 2483.820344 = -263248.543965 nChanged 17 SP:Iteration 27Q (560.326592 sec): 3 clusters Score: Raw -265745.221215 + Penalty 2483.820344 = -263261.400871 nChanged 18 SP:Iteration 28Q (560.336839 sec): 3 clusters Score: Raw -265754.756558 + Penalty 2483.820344 = -263270.936214 nChanged 15 SP:Iteration 29Q (560.347016 sec): 3 clusters Score: Raw -265763.732892 + Penalty 2483.820344 = -263279.912548 nChanged 17 SP:Iteration 30Q (560.357082 sec): 3 clusters Score: Raw -265774.943466 + Penalty 2483.820344 = -263291.123123 nChanged 21 SP:Iteration 31Q (560.403893 sec): 3 clusters Score: Raw -265789.395906 + Penalty 2483.820344 = -263305.575563 nChanged 19 SP:Iteration 32Q (560.454200 sec): 3 clusters Score: Raw -265800.534313 + Penalty 2483.820344 = -263316.713970 nChanged 17 SP:Iteration 33Q (560.500320 sec): 3 clusters Score: Raw -265809.974395 + Penalty 2483.820344 = -263326.154051 nChanged 12 SP:Iteration 34Q (560.548821 sec): 3 clusters Score: Raw -265815.484336 + Penalty 2483.820344 = -263331.663992 nChanged 11 SP:Iteration 35Q (560.590907 sec): 3 clusters Score: Raw -265820.615789 + Penalty 2483.820344 = -263336.795445 nChanged 10 SP:Iteration 36Q (560.640949 sec): 3 clusters Score: Raw -265826.695722 + Penalty 2483.820344 = -263342.875378 nChanged 5 SP:Iteration 37Q (560.692044 sec): 3 clusters Score: Raw -265828.346703 + Penalty 2483.820344 = -263344.526359 nChanged 5 SP:Iteration 38Q (560.740771 sec): 3 clusters Score: Raw -265831.236960 + Penalty 2483.820344 = -263347.416617 nChanged 4 SP:Iteration 39Q (560.781837 sec): 3 clusters Score: Raw -265832.815692 + Penalty 2483.820344 = -263348.995349 nChanged 3 SP:Iteration 40F (560.833679 sec): 3 clusters Score: Raw -265834.403089 + Penalty 2483.820344 = -263350.582745 nChanged 2 SP:Iteration 41Q (560.885288 sec): 3 clusters Score: Raw -265835.261380 + Penalty 2483.820344 = -263351.441036 nChanged 0 SP:Iteration 42F (560.932704 sec): 3 clusters Score: Raw -265835.261380 + Penalty 2483.820344 = -263351.441036 nChanged 0 Trying to split cluster 3 (28019 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (561.000225 sec): 2 clusters Score: Raw -3655261.116050 + Penalty 1664.103696 = -3653597.012354 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (561.095846 sec): 3 clusters Score: Raw -3638069.482750 + Penalty 3328.207392 = -3634741.275357 nChanged 12868 SP:Iteration 1F (561.184732 sec): 3 clusters Score: Raw -3645145.289813 + Penalty 3328.207392 = -3641817.082420 nChanged 1164 SP:Iteration 2Q (561.276486 sec): 3 clusters Score: Raw -3645525.331468 + Penalty 3328.207392 = -3642197.124075 nChanged 1133 SP:Iteration 3Q (561.365419 sec): 3 clusters Score: Raw -3645912.234128 + Penalty 3328.207392 = -3642584.026735 nChanged 1079 SP:Iteration 4Q (561.455259 sec): 3 clusters Score: Raw -3646272.262791 + Penalty 3328.207392 = -3642944.055399 nChanged 1054 SP:Iteration 5Q (561.546306 sec): 3 clusters Score: Raw -3646664.710714 + Penalty 3328.207392 = -3643336.503322 nChanged 1083 SP:Iteration 6Q (561.637456 sec): 3 clusters Score: Raw -3647115.979825 + Penalty 3328.207392 = -3643787.772433 nChanged 1180 SP:Iteration 7Q (561.729367 sec): 3 clusters Score: Raw -3647649.831027 + Penalty 3328.207392 = -3644321.623635 nChanged 1287 SP:Iteration 8Q (561.818139 sec): 3 clusters Score: Raw -3648353.622820 + Penalty 3328.207392 = -3645025.415427 nChanged 1395 SP:Iteration 9Q (561.906510 sec): 3 clusters Score: Raw -3649219.179451 + Penalty 3328.207392 = -3645890.972058 nChanged 1505 SP:Iteration 10F (561.995358 sec): 3 clusters Score: Raw -3650177.568350 + Penalty 3328.207392 = -3646849.360958 nChanged 1365 SP:Iteration 11Q (562.077393 sec): 3 clusters Score: Raw -3650954.633625 + Penalty 3328.207392 = -3647626.426232 nChanged 1106 SP:Iteration 12Q (562.166249 sec): 3 clusters Score: Raw -3651403.437601 + Penalty 3328.207392 = -3648075.230208 nChanged 733 SP:Iteration 13Q (562.228314 sec): 3 clusters Score: Raw -3651586.714720 + Penalty 3328.207392 = -3648258.507328 nChanged 457 SP:Iteration 14Q (562.298941 sec): 3 clusters Score: Raw -3651676.620569 + Penalty 3328.207392 = -3648348.413177 nChanged 307 SP:Iteration 15Q (562.353404 sec): 3 clusters Score: Raw -3651730.730995 + Penalty 3328.207392 = -3648402.523603 nChanged 243 SP:Iteration 16Q (562.407935 sec): 3 clusters Score: Raw -3651777.598703 + Penalty 3328.207392 = -3648449.391311 nChanged 257 SP:Iteration 17Q (562.463445 sec): 3 clusters Score: Raw -3651827.032210 + Penalty 3328.207392 = -3648498.824818 nChanged 262 SP:Iteration 18Q (562.527674 sec): 3 clusters Score: Raw -3651877.973829 + Penalty 3328.207392 = -3648549.766436 nChanged 242 SP:Iteration 19Q (562.582818 sec): 3 clusters Score: Raw -3651936.734462 + Penalty 3328.207392 = -3648608.527069 nChanged 257 SP:Iteration 20F (562.666086 sec): 3 clusters Score: Raw -3651997.602510 + Penalty 3328.207392 = -3648669.395118 nChanged 285 SP:Iteration 21Q (562.750940 sec): 3 clusters Score: Raw -3652060.936059 + Penalty 3328.207392 = -3648732.728666 nChanged 265 SP:Iteration 22Q (562.831073 sec): 3 clusters Score: Raw -3652115.201010 + Penalty 3328.207392 = -3648786.993618 nChanged 244 SP:Iteration 23Q (562.919411 sec): 3 clusters Score: Raw -3652172.018038 + Penalty 3328.207392 = -3648843.810646 nChanged 243 SP:Iteration 24Q (563.010846 sec): 3 clusters Score: Raw -3652227.163851 + Penalty 3328.207392 = -3648898.956459 nChanged 253 SP:Iteration 25Q (563.098207 sec): 3 clusters Score: Raw -3652280.379608 + Penalty 3328.207392 = -3648952.172215 nChanged 230 SP:Iteration 26Q (563.180017 sec): 3 clusters Score: Raw -3652327.261284 + Penalty 3328.207392 = -3648999.053891 nChanged 256 SP:Iteration 27Q (563.264209 sec): 3 clusters Score: Raw -3652380.696697 + Penalty 3328.207392 = -3649052.489305 nChanged 274 SP:Iteration 28Q (563.351765 sec): 3 clusters Score: Raw -3652439.258469 + Penalty 3328.207392 = -3649111.051077 nChanged 286 SP:Iteration 29Q (563.436875 sec): 3 clusters Score: Raw -3652510.289750 + Penalty 3328.207392 = -3649182.082357 nChanged 292 SP:Iteration 30Q (563.527988 sec): 3 clusters Score: Raw -3652586.667463 + Penalty 3328.207392 = -3649258.460070 nChanged 325 SP:Iteration 31Q (563.617596 sec): 3 clusters Score: Raw -3652667.308333 + Penalty 3328.207392 = -3649339.100941 nChanged 309 SP:Iteration 32Q (563.692035 sec): 3 clusters Score: Raw -3652745.235254 + Penalty 3328.207392 = -3649417.027862 nChanged 333 SP:Iteration 33Q (563.758741 sec): 3 clusters Score: Raw -3652834.619913 + Penalty 3328.207392 = -3649506.412520 nChanged 360 SP:Iteration 34Q (563.841608 sec): 3 clusters Score: Raw -3652942.701319 + Penalty 3328.207392 = -3649614.493927 nChanged 369 SP:Iteration 35Q (563.927454 sec): 3 clusters Score: Raw -3653069.728494 + Penalty 3328.207392 = -3649741.521102 nChanged 420 SP:Iteration 36Q (564.009986 sec): 3 clusters Score: Raw -3653227.244166 + Penalty 3328.207392 = -3649899.036774 nChanged 423 SP:Iteration 37Q (564.096350 sec): 3 clusters Score: Raw -3653392.962980 + Penalty 3328.207392 = -3650064.755587 nChanged 429 SP:Iteration 38Q (564.183812 sec): 3 clusters Score: Raw -3653584.144868 + Penalty 3328.207392 = -3650255.937476 nChanged 480 SP:Iteration 39Q (564.265861 sec): 3 clusters Score: Raw -3653816.399976 + Penalty 3328.207392 = -3650488.192584 nChanged 450 SP:Iteration 40F (564.351179 sec): 3 clusters Score: Raw -3654045.309084 + Penalty 3328.207392 = -3650717.101692 nChanged 428 SP:Iteration 41Q (564.435560 sec): 3 clusters Score: Raw -3654271.557291 + Penalty 3328.207392 = -3650943.349898 nChanged 376 SP:Iteration 42Q (564.514329 sec): 3 clusters Score: Raw -3654465.749153 + Penalty 3328.207392 = -3651137.541760 nChanged 344 SP:Iteration 43Q (564.596150 sec): 3 clusters Score: Raw -3654632.654698 + Penalty 3328.207392 = -3651304.447306 nChanged 285 SP:Iteration 44Q (564.675993 sec): 3 clusters Score: Raw -3654761.377489 + Penalty 3328.207392 = -3651433.170097 nChanged 263 SP:Iteration 45Q (564.759638 sec): 3 clusters Score: Raw -3654890.243488 + Penalty 3328.207392 = -3651562.036095 nChanged 243 SP:Iteration 46Q (564.842842 sec): 3 clusters Score: Raw -3655016.690644 + Penalty 3328.207392 = -3651688.483252 nChanged 231 SP:Iteration 47Q (564.925729 sec): 3 clusters Score: Raw -3655140.077925 + Penalty 3328.207392 = -3651811.870533 nChanged 202 SP:Iteration 48Q (565.015924 sec): 3 clusters Score: Raw -3655234.509661 + Penalty 3328.207392 = -3651906.302269 nChanged 161 SP:Iteration 49Q (565.090107 sec): 3 clusters Score: Raw -3655300.518480 + Penalty 3328.207392 = -3651972.311088 nChanged 136 SP:Iteration 50Q (565.172071 sec): 3 clusters Score: Raw -3655349.772323 + Penalty 3328.207392 = -3652021.564930 nChanged 123 SP:Iteration 51Q (565.261593 sec): 3 clusters Score: Raw -3655394.774308 + Penalty 3328.207392 = -3652066.566916 nChanged 100 SP:Iteration 52Q (565.334846 sec): 3 clusters Score: Raw -3655428.325068 + Penalty 3328.207392 = -3652100.117676 nChanged 83 SP:Iteration 53Q (565.418737 sec): 3 clusters Score: Raw -3655455.546967 + Penalty 3328.207392 = -3652127.339574 nChanged 73 SP:Iteration 54Q (565.486026 sec): 3 clusters Score: Raw -3655477.418245 + Penalty 3328.207392 = -3652149.210853 nChanged 60 SP:Iteration 55Q (565.559578 sec): 3 clusters Score: Raw -3655495.039094 + Penalty 3328.207392 = -3652166.831701 nChanged 49 SP:Iteration 56Q (565.635013 sec): 3 clusters Score: Raw -3655508.844701 + Penalty 3328.207392 = -3652180.637309 nChanged 47 SP:Iteration 57Q (565.709113 sec): 3 clusters Score: Raw -3655521.847796 + Penalty 3328.207392 = -3652193.640403 nChanged 44 SP:Iteration 58Q (565.775531 sec): 3 clusters Score: Raw -3655533.742035 + Penalty 3328.207392 = -3652205.534642 nChanged 38 SP:Iteration 59Q (565.850756 sec): 3 clusters Score: Raw -3655542.645874 + Penalty 3328.207392 = -3652214.438482 nChanged 27 SP:Iteration 60F (565.936615 sec): 3 clusters Score: Raw -3655549.398490 + Penalty 3328.207392 = -3652221.191098 nChanged 25 SP:Iteration 61Q (566.008844 sec): 3 clusters Score: Raw -3655554.658850 + Penalty 3328.207392 = -3652226.451458 nChanged 22 SP:Iteration 62Q (566.074217 sec): 3 clusters Score: Raw -3655558.823170 + Penalty 3328.207392 = -3652230.615778 nChanged 12 SP:Iteration 63Q (566.149497 sec): 3 clusters Score: Raw -3655561.373284 + Penalty 3328.207392 = -3652233.165891 nChanged 11 SP:Iteration 64Q (566.228896 sec): 3 clusters Score: Raw -3655563.677734 + Penalty 3328.207392 = -3652235.470341 nChanged 12 SP:Iteration 65Q (566.303708 sec): 3 clusters Score: Raw -3655565.800557 + Penalty 3328.207392 = -3652237.593165 nChanged 11 SP:Iteration 66Q (566.377867 sec): 3 clusters Score: Raw -3655567.959702 + Penalty 3328.207392 = -3652239.752309 nChanged 13 SP:Iteration 67Q (566.436967 sec): 3 clusters Score: Raw -3655570.555584 + Penalty 3328.207392 = -3652242.348191 nChanged 8 SP:Iteration 68Q (566.480929 sec): 3 clusters Score: Raw -3655572.051185 + Penalty 3328.207392 = -3652243.843793 nChanged 8 SP:Iteration 69Q (566.524616 sec): 3 clusters Score: Raw -3655573.130306 + Penalty 3328.207392 = -3652244.922914 nChanged 11 SP:Iteration 70Q (566.600828 sec): 3 clusters Score: Raw -3655575.030088 + Penalty 3328.207392 = -3652246.822696 nChanged 10 SP:Iteration 71Q (566.647662 sec): 3 clusters Score: Raw -3655576.392557 + Penalty 3328.207392 = -3652248.185164 nChanged 7 SP:Iteration 72Q (566.691753 sec): 3 clusters Score: Raw -3655577.691584 + Penalty 3328.207392 = -3652249.484191 nChanged 5 SP:Iteration 73Q (566.735790 sec): 3 clusters Score: Raw -3655578.674228 + Penalty 3328.207392 = -3652250.466835 nChanged 5 SP:Iteration 74Q (566.782213 sec): 3 clusters Score: Raw -3655579.663658 + Penalty 3328.207392 = -3652251.456266 nChanged 9 SP:Iteration 75Q (566.827552 sec): 3 clusters Score: Raw -3655581.223120 + Penalty 3328.207392 = -3652253.015727 nChanged 6 SP:Iteration 76Q (566.873134 sec): 3 clusters Score: Raw -3655582.155499 + Penalty 3328.207392 = -3652253.948106 nChanged 4 SP:Iteration 77Q (566.918834 sec): 3 clusters Score: Raw -3655582.529189 + Penalty 3328.207392 = -3652254.321796 nChanged 2 SP:Iteration 78Q (566.962583 sec): 3 clusters Score: Raw -3655582.950059 + Penalty 3328.207392 = -3652254.742666 nChanged 2 SP:Iteration 79Q (567.011284 sec): 3 clusters Score: Raw -3655583.183194 + Penalty 3328.207392 = -3652254.975801 nChanged 1 SP:Iteration 80F (567.068532 sec): 3 clusters Score: Raw -3655583.320153 + Penalty 3328.207392 = -3652255.112760 nChanged 1 SP:Iteration 81Q (567.118734 sec): 3 clusters Score: Raw -3655583.452637 + Penalty 3328.207392 = -3652255.245245 nChanged 0 SP:Iteration 82F (567.174481 sec): 3 clusters Score: Raw -3655583.452637 + Penalty 3328.207392 = -3652255.245245 nChanged 0 Trying to split cluster 4 (3430 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (567.189008 sec): 2 clusters Score: Raw -438291.580744 + Penalty 1322.801275 = -436968.779469 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (567.205843 sec): 3 clusters Score: Raw -436680.041373 + Penalty 2645.602551 = -434034.438823 nChanged 1272 SP:Iteration 1F (567.222670 sec): 3 clusters Score: Raw -437412.120215 + Penalty 2645.602551 = -434766.517665 nChanged 249 SP:Iteration 2F (567.240429 sec): 3 clusters Score: Raw -437590.798555 + Penalty 2645.602551 = -434945.196005 nChanged 213 SP:Iteration 3F (567.258514 sec): 3 clusters Score: Raw -437741.910860 + Penalty 2645.602551 = -435096.308310 nChanged 174 SP:Iteration 4F (567.276510 sec): 3 clusters Score: Raw -437868.243332 + Penalty 2645.602551 = -435222.640782 nChanged 155 SP:Iteration 5Q (567.293986 sec): 3 clusters Score: Raw -437993.459873 + Penalty 2645.602551 = -435347.857323 nChanged 134 SP:Iteration 6Q (567.311858 sec): 3 clusters Score: Raw -438078.201363 + Penalty 2645.602551 = -435432.598813 nChanged 116 SP:Iteration 7Q (567.330557 sec): 3 clusters Score: Raw -438155.185090 + Penalty 2645.602551 = -435509.582540 nChanged 131 SP:Iteration 8Q (567.348557 sec): 3 clusters Score: Raw -438258.746048 + Penalty 2645.602551 = -435613.143497 nChanged 134 SP:Iteration 9Q (567.366282 sec): 3 clusters Score: Raw -438367.583763 + Penalty 2645.602551 = -435721.981212 nChanged 125 SP:Iteration 10Q (567.384541 sec): 3 clusters Score: Raw -438493.648443 + Penalty 2645.602551 = -435848.045892 nChanged 132 SP:Iteration 11Q (567.405533 sec): 3 clusters Score: Raw -438614.791498 + Penalty 2645.602551 = -435969.188948 nChanged 119 SP:Iteration 12Q (567.421118 sec): 3 clusters Score: Raw -438728.073431 + Penalty 2645.602551 = -436082.470880 nChanged 116 SP:Iteration 13Q (567.437533 sec): 3 clusters Score: Raw -438813.492604 + Penalty 2645.602551 = -436167.890053 nChanged 80 SP:Iteration 14Q (567.455348 sec): 3 clusters Score: Raw -438864.743343 + Penalty 2645.602551 = -436219.140793 nChanged 46 SP:Iteration 15Q (567.473247 sec): 3 clusters Score: Raw -438890.423374 + Penalty 2645.602551 = -436244.820823 nChanged 41 SP:Iteration 16Q (567.490914 sec): 3 clusters Score: Raw -438907.578486 + Penalty 2645.602551 = -436261.975936 nChanged 32 SP:Iteration 17Q (567.509274 sec): 3 clusters Score: Raw -438922.340243 + Penalty 2645.602551 = -436276.737693 nChanged 16 SP:Iteration 18Q (567.528292 sec): 3 clusters Score: Raw -438927.597949 + Penalty 2645.602551 = -436281.995398 nChanged 4 SP:Iteration 19Q (567.544822 sec): 3 clusters Score: Raw -438928.428267 + Penalty 2645.602551 = -436282.825717 nChanged 4 SP:Iteration 20F (567.561603 sec): 3 clusters Score: Raw -438929.992625 + Penalty 2645.602551 = -436284.390074 nChanged 4 SP:Iteration 21Q (567.578030 sec): 3 clusters Score: Raw -438931.497323 + Penalty 2645.602551 = -436285.894772 nChanged 5 SP:Iteration 22Q (567.594289 sec): 3 clusters Score: Raw -438932.864286 + Penalty 2645.602551 = -436287.261736 nChanged 6 SP:Iteration 23Q (567.616326 sec): 3 clusters Score: Raw -438934.447924 + Penalty 2645.602551 = -436288.845374 nChanged 2 SP:Iteration 24Q (567.655893 sec): 3 clusters Score: Raw -438934.701467 + Penalty 2645.602551 = -436289.098917 nChanged 2 SP:Iteration 25Q (567.671272 sec): 3 clusters Score: Raw -438935.323170 + Penalty 2645.602551 = -436289.720619 nChanged 1 SP:Iteration 26Q (567.686455 sec): 3 clusters Score: Raw -438936.145264 + Penalty 2645.602551 = -436290.542714 nChanged 4 SP:Iteration 27Q (567.702338 sec): 3 clusters Score: Raw -438937.465372 + Penalty 2645.602551 = -436291.862821 nChanged 2 SP:Iteration 28Q (567.720494 sec): 3 clusters Score: Raw -438937.789164 + Penalty 2645.602551 = -436292.186614 nChanged 3 SP:Iteration 29Q (567.738484 sec): 3 clusters Score: Raw -438938.358351 + Penalty 2645.602551 = -436292.755801 nChanged 0 SP:Iteration 30F (567.756767 sec): 3 clusters Score: Raw -438938.358351 + Penalty 2645.602551 = -436292.755801 nChanged 0 Trying to split cluster 5 (4144 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (567.781556 sec): 2 clusters Score: Raw -546213.325171 + Penalty 1353.530227 = -544859.794944 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (567.801325 sec): 3 clusters Score: Raw -544041.509870 + Penalty 2707.060455 = -541334.449416 nChanged 1682 SP:Iteration 1F (567.820115 sec): 3 clusters Score: Raw -544994.280182 + Penalty 2707.060455 = -542287.219728 nChanged 320 SP:Iteration 2F (567.838762 sec): 3 clusters Score: Raw -545167.779370 + Penalty 2707.060455 = -542460.718915 nChanged 223 SP:Iteration 3F (567.857363 sec): 3 clusters Score: Raw -545290.452668 + Penalty 2707.060455 = -542583.392214 nChanged 185 SP:Iteration 4Q (567.875965 sec): 3 clusters Score: Raw -545390.166183 + Penalty 2707.060455 = -542683.105728 nChanged 160 SP:Iteration 5Q (567.928379 sec): 3 clusters Score: Raw -545490.933008 + Penalty 2707.060455 = -542783.872553 nChanged 180 SP:Iteration 6Q (567.977120 sec): 3 clusters Score: Raw -545596.539295 + Penalty 2707.060455 = -542889.478841 nChanged 159 SP:Iteration 7Q (568.037679 sec): 3 clusters Score: Raw -545694.982414 + Penalty 2707.060455 = -542987.921960 nChanged 160 SP:Iteration 8Q (568.062594 sec): 3 clusters Score: Raw -545802.917162 + Penalty 2707.060455 = -543095.856707 nChanged 163 SP:Iteration 9Q (568.122014 sec): 3 clusters Score: Raw -545928.085066 + Penalty 2707.060455 = -543221.024612 nChanged 159 SP:Iteration 10Q (568.184539 sec): 3 clusters Score: Raw -546045.378089 + Penalty 2707.060455 = -543338.317634 nChanged 115 SP:Iteration 11Q (568.236943 sec): 3 clusters Score: Raw -546128.244392 + Penalty 2707.060455 = -543421.183937 nChanged 97 SP:Iteration 12Q (568.254442 sec): 3 clusters Score: Raw -546198.311287 + Penalty 2707.060455 = -543491.250832 nChanged 94 SP:Iteration 13Q (568.304977 sec): 3 clusters Score: Raw -546264.040778 + Penalty 2707.060455 = -543556.980323 nChanged 74 SP:Iteration 14Q (568.352929 sec): 3 clusters Score: Raw -546319.099152 + Penalty 2707.060455 = -543612.038697 nChanged 58 SP:Iteration 15Q (568.403147 sec): 3 clusters Score: Raw -546361.006909 + Penalty 2707.060455 = -543653.946455 nChanged 54 SP:Iteration 16Q (568.456343 sec): 3 clusters Score: Raw -546395.798391 + Penalty 2707.060455 = -543688.737936 nChanged 40 SP:Iteration 17Q (568.495110 sec): 3 clusters Score: Raw -546422.535693 + Penalty 2707.060455 = -543715.475238 nChanged 35 SP:Iteration 18Q (568.515941 sec): 3 clusters Score: Raw -546441.183496 + Penalty 2707.060455 = -543734.123041 nChanged 22 SP:Iteration 19Q (568.540984 sec): 3 clusters Score: Raw -546455.129999 + Penalty 2707.060455 = -543748.069544 nChanged 19 SP:Iteration 20F (568.559722 sec): 3 clusters Score: Raw -546465.374303 + Penalty 2707.060455 = -543758.313848 nChanged 16 SP:Iteration 21Q (568.577675 sec): 3 clusters Score: Raw -546473.972693 + Penalty 2707.060455 = -543766.912238 nChanged 16 SP:Iteration 22Q (568.595727 sec): 3 clusters Score: Raw -546481.760431 + Penalty 2707.060455 = -543774.699976 nChanged 13 SP:Iteration 23Q (568.613772 sec): 3 clusters Score: Raw -546488.350710 + Penalty 2707.060455 = -543781.290255 nChanged 5 SP:Iteration 24Q (568.631622 sec): 3 clusters Score: Raw -546491.468083 + Penalty 2707.060455 = -543784.407628 nChanged 7 SP:Iteration 25Q (568.649487 sec): 3 clusters Score: Raw -546496.456384 + Penalty 2707.060455 = -543789.395929 nChanged 5 SP:Iteration 26Q (568.667519 sec): 3 clusters Score: Raw -546499.274572 + Penalty 2707.060455 = -543792.214118 nChanged 7 SP:Iteration 27Q (568.685333 sec): 3 clusters Score: Raw -546503.713596 + Penalty 2707.060455 = -543796.653141 nChanged 7 SP:Iteration 28Q (568.703133 sec): 3 clusters Score: Raw -546506.835334 + Penalty 2707.060455 = -543799.774880 nChanged 10 SP:Iteration 29Q (568.720741 sec): 3 clusters Score: Raw -546513.295244 + Penalty 2707.060455 = -543806.234789 nChanged 9 SP:Iteration 30Q (568.738761 sec): 3 clusters Score: Raw -546517.686845 + Penalty 2707.060455 = -543810.626390 nChanged 10 SP:Iteration 31Q (568.763295 sec): 3 clusters Score: Raw -546522.303300 + Penalty 2707.060455 = -543815.242846 nChanged 10 SP:Iteration 32Q (568.783688 sec): 3 clusters Score: Raw -546526.473482 + Penalty 2707.060455 = -543819.413028 nChanged 9 SP:Iteration 33Q (568.801444 sec): 3 clusters Score: Raw -546531.649765 + Penalty 2707.060455 = -543824.589310 nChanged 10 SP:Iteration 34Q (568.841588 sec): 3 clusters Score: Raw -546537.218442 + Penalty 2707.060455 = -543830.157987 nChanged 9 SP:Iteration 35Q (568.890239 sec): 3 clusters Score: Raw -546541.702283 + Penalty 2707.060455 = -543834.641828 nChanged 4 SP:Iteration 36Q (568.941565 sec): 3 clusters Score: Raw -546542.809221 + Penalty 2707.060455 = -543835.748766 nChanged 0 SP:Iteration 37F (568.994441 sec): 3 clusters Score: Raw -546542.809221 + Penalty 2707.060455 = -543835.748766 nChanged 0 Trying to split cluster 6 (164458 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (569.202956 sec): 2 clusters Score: Raw -21973097.279494 + Penalty 1951.691706 = -21971145.587788 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (569.521835 sec): 3 clusters Score: Raw -21864398.237548 + Penalty 3903.383412 = -21860494.854136 nChanged 79588 SP:Iteration 1F (569.843314 sec): 3 clusters Score: Raw -21913215.192256 + Penalty 3903.383412 = -21909311.808845 nChanged 7617 SP:Iteration 2Q (570.181117 sec): 3 clusters Score: Raw -21916480.519449 + Penalty 3903.383412 = -21912577.136037 nChanged 9160 SP:Iteration 3F (570.500271 sec): 3 clusters Score: Raw -21921578.779394 + Penalty 3903.383412 = -21917675.395983 nChanged 10670 SP:Iteration 4F (570.818620 sec): 3 clusters Score: Raw -21928818.513249 + Penalty 3903.383412 = -21924915.129837 nChanged 11757 SP:Iteration 5F (571.136584 sec): 3 clusters Score: Raw -21937882.329730 + Penalty 3903.383412 = -21933978.946319 nChanged 11016 SP:Iteration 6F (571.455916 sec): 3 clusters Score: Raw -21946984.009451 + Penalty 3903.383412 = -21943080.626039 nChanged 9090 SP:Iteration 7F (571.762114 sec): 3 clusters Score: Raw -21954431.165424 + Penalty 3903.383412 = -21950527.782012 nChanged 6602 SP:Iteration 8Q (572.084173 sec): 3 clusters Score: Raw -21959411.164239 + Penalty 3903.383412 = -21955507.780827 nChanged 4643 SP:Iteration 9Q (572.358896 sec): 3 clusters Score: Raw -21962611.205989 + Penalty 3903.383412 = -21958707.822578 nChanged 3484 SP:Iteration 10Q (572.630336 sec): 3 clusters Score: Raw -21964699.869439 + Penalty 3903.383412 = -21960796.486027 nChanged 2740 SP:Iteration 11Q (572.887422 sec): 3 clusters Score: Raw -21966157.630500 + Penalty 3903.383412 = -21962254.247089 nChanged 2405 SP:Iteration 12Q (573.159613 sec): 3 clusters Score: Raw -21967368.244356 + Penalty 3903.383412 = -21963464.860944 nChanged 2209 SP:Iteration 13Q (573.389916 sec): 3 clusters Score: Raw -21968486.228466 + Penalty 3903.383412 = -21964582.845054 nChanged 1933 SP:Iteration 14Q (573.623874 sec): 3 clusters Score: Raw -21969470.691225 + Penalty 3903.383412 = -21965567.307814 nChanged 1756 SP:Iteration 15Q (573.851988 sec): 3 clusters Score: Raw -21970362.804893 + Penalty 3903.383412 = -21966459.421481 nChanged 1566 SP:Iteration 16Q (574.078198 sec): 3 clusters Score: Raw -21971214.302244 + Penalty 3903.383412 = -21967310.918832 nChanged 1427 SP:Iteration 17Q (574.303139 sec): 3 clusters Score: Raw -21972030.765821 + Penalty 3903.383412 = -21968127.382409 nChanged 1256 SP:Iteration 18Q (574.551408 sec): 3 clusters Score: Raw -21972741.762793 + Penalty 3903.383412 = -21968838.379381 nChanged 1138 SP:Iteration 19Q (574.770441 sec): 3 clusters Score: Raw -21973376.677414 + Penalty 3903.383412 = -21969473.294002 nChanged 1004 SP:Iteration 20F (575.045111 sec): 3 clusters Score: Raw -21973914.089308 + Penalty 3903.383412 = -21970010.705897 nChanged 821 SP:Iteration 21Q (575.277985 sec): 3 clusters Score: Raw -21974292.183200 + Penalty 3903.383412 = -21970388.799789 nChanged 651 SP:Iteration 22Q (575.524123 sec): 3 clusters Score: Raw -21974575.973046 + Penalty 3903.383412 = -21970672.589634 nChanged 539 SP:Iteration 23Q (575.763277 sec): 3 clusters Score: Raw -21974798.305988 + Penalty 3903.383412 = -21970894.922577 nChanged 466 SP:Iteration 24Q (576.011980 sec): 3 clusters Score: Raw -21974966.789106 + Penalty 3903.383412 = -21971063.405694 nChanged 366 SP:Iteration 25Q (576.256470 sec): 3 clusters Score: Raw -21975089.537838 + Penalty 3903.383412 = -21971186.154427 nChanged 314 SP:Iteration 26Q (576.499079 sec): 3 clusters Score: Raw -21975192.049940 + Penalty 3903.383412 = -21971288.666528 nChanged 257 SP:Iteration 27Q (576.730502 sec): 3 clusters Score: Raw -21975279.032054 + Penalty 3903.383412 = -21971375.648643 nChanged 236 SP:Iteration 28Q (576.971692 sec): 3 clusters Score: Raw -21975352.496779 + Penalty 3903.383412 = -21971449.113367 nChanged 223 SP:Iteration 29Q (577.209805 sec): 3 clusters Score: Raw -21975419.833839 + Penalty 3903.383412 = -21971516.450428 nChanged 188 SP:Iteration 30Q (577.456556 sec): 3 clusters Score: Raw -21975469.531485 + Penalty 3903.383412 = -21971566.148074 nChanged 148 SP:Iteration 31Q (577.700461 sec): 3 clusters Score: Raw -21975504.137887 + Penalty 3903.383412 = -21971600.754476 nChanged 125 SP:Iteration 32Q (577.943114 sec): 3 clusters Score: Raw -21975537.661667 + Penalty 3903.383412 = -21971634.278255 nChanged 134 SP:Iteration 33Q (578.186081 sec): 3 clusters Score: Raw -21975577.506955 + Penalty 3903.383412 = -21971674.123543 nChanged 143 SP:Iteration 34Q (578.390919 sec): 3 clusters Score: Raw -21975612.531609 + Penalty 3903.383412 = -21971709.148197 nChanged 134 SP:Iteration 35Q (578.630955 sec): 3 clusters Score: Raw -21975646.014079 + Penalty 3903.383412 = -21971742.630668 nChanged 131 SP:Iteration 36Q (578.870089 sec): 3 clusters Score: Raw -21975675.414246 + Penalty 3903.383412 = -21971772.030834 nChanged 118 SP:Iteration 37Q (579.111291 sec): 3 clusters Score: Raw -21975696.810908 + Penalty 3903.383412 = -21971793.427496 nChanged 93 SP:Iteration 38Q (579.346466 sec): 3 clusters Score: Raw -21975712.005364 + Penalty 3903.383412 = -21971808.621952 nChanged 65 SP:Iteration 39Q (579.558834 sec): 3 clusters Score: Raw -21975720.687269 + Penalty 3903.383412 = -21971817.303857 nChanged 52 SP:Iteration 40F (579.835050 sec): 3 clusters Score: Raw -21975732.790312 + Penalty 3903.383412 = -21971829.406900 nChanged 46 SP:Iteration 41Q (580.075137 sec): 3 clusters Score: Raw -21975739.743104 + Penalty 3903.383412 = -21971836.359692 nChanged 47 SP:Iteration 42Q (580.314766 sec): 3 clusters Score: Raw -21975744.746889 + Penalty 3903.383412 = -21971841.363478 nChanged 30 SP:Iteration 43Q (580.557633 sec): 3 clusters Score: Raw -21975747.256917 + Penalty 3903.383412 = -21971843.873505 nChanged 27 SP:Iteration 44Q (580.786308 sec): 3 clusters Score: Raw -21975749.916651 + Penalty 3903.383412 = -21971846.533240 nChanged 29 SP:Iteration 45Q (581.018270 sec): 3 clusters Score: Raw -21975752.421188 + Penalty 3903.383412 = -21971849.037776 nChanged 26 SP:Iteration 46Q (581.259776 sec): 3 clusters Score: Raw -21975755.450920 + Penalty 3903.383412 = -21971852.067509 nChanged 30 SP:Iteration 47Q (581.500894 sec): 3 clusters Score: Raw -21975758.186862 + Penalty 3903.383412 = -21971854.803450 nChanged 26 SP:Iteration 48Q (581.742565 sec): 3 clusters Score: Raw -21975760.566310 + Penalty 3903.383412 = -21971857.182899 nChanged 19 SP:Iteration 49Q (581.982890 sec): 3 clusters Score: Raw -21975762.071493 + Penalty 3903.383412 = -21971858.688082 nChanged 17 SP:Iteration 50Q (582.218550 sec): 3 clusters Score: Raw -21975763.044400 + Penalty 3903.383412 = -21971859.660988 nChanged 12 SP:Iteration 51Q (582.426886 sec): 3 clusters Score: Raw -21975763.809803 + Penalty 3903.383412 = -21971860.426391 nChanged 3 SP:Iteration 52Q (582.630197 sec): 3 clusters Score: Raw -21975763.914751 + Penalty 3903.383412 = -21971860.531339 nChanged 3 SP:Iteration 53Q (582.836508 sec): 3 clusters Score: Raw -21975763.993968 + Penalty 3903.383412 = -21971860.610556 nChanged 2 SP:Iteration 54Q (583.043053 sec): 3 clusters Score: Raw -21975764.097094 + Penalty 3903.383412 = -21971860.713682 nChanged 2 SP:Iteration 55Q (583.250532 sec): 3 clusters Score: Raw -21975764.394593 + Penalty 3903.383412 = -21971861.011181 nChanged 1 SP:Iteration 56Q (583.462866 sec): 3 clusters Score: Raw -21975764.441785 + Penalty 3903.383412 = -21971861.058373 nChanged 2 SP:Iteration 57Q (583.676898 sec): 3 clusters Score: Raw -21975764.625644 + Penalty 3903.383412 = -21971861.242232 nChanged 2 SP:Iteration 58Q (583.884396 sec): 3 clusters Score: Raw -21975764.736231 + Penalty 3903.383412 = -21971861.352819 nChanged 1 SP:Iteration 59Q (584.127533 sec): 3 clusters Score: Raw -21975764.798545 + Penalty 3903.383412 = -21971861.415133 nChanged 2 SP:Iteration 60F (584.398357 sec): 3 clusters Score: Raw -21975764.871582 + Penalty 3903.383412 = -21971861.488170 nChanged 1 SP:Iteration 61Q (584.630947 sec): 3 clusters Score: Raw -21975764.885106 + Penalty 3903.383412 = -21971861.501695 nChanged 0 SP:Iteration 62F (584.916162 sec): 3 clusters Score: Raw -21975764.885106 + Penalty 3903.383412 = -21971861.501695 nChanged 0 Score: Raw -99919817.121586 + Penalty 57274.817060 = -99862542.304526 Splitting cluster 6 changes total score from -99861955.257624 to -99862542.304526 So it's getting split into cluster 26. Trying to split cluster 7 (3976 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (597.140986 sec): 2 clusters Score: Raw -468364.483852 + Penalty 1346.805130 = -467017.678722 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (597.195335 sec): 3 clusters Score: Raw -466449.293335 + Penalty 2693.610260 = -463755.683076 nChanged 1600 SP:Iteration 1F (597.249680 sec): 3 clusters Score: Raw -467522.974934 + Penalty 2693.610260 = -464829.364675 nChanged 388 SP:Iteration 2F (597.304556 sec): 3 clusters Score: Raw -468067.770352 + Penalty 2693.610260 = -465374.160092 nChanged 389 SP:Iteration 3F (597.359353 sec): 3 clusters Score: Raw -468735.826582 + Penalty 2693.610260 = -466042.216322 nChanged 387 SP:Iteration 4F (597.413603 sec): 3 clusters Score: Raw -469354.476587 + Penalty 2693.610260 = -466660.866327 nChanged 300 SP:Iteration 5F (597.468549 sec): 3 clusters Score: Raw -469853.795337 + Penalty 2693.610260 = -467160.185077 nChanged 216 SP:Iteration 6F (597.516752 sec): 3 clusters Score: Raw -470238.345260 + Penalty 2693.610260 = -467544.735000 nChanged 170 SP:Iteration 7Q (597.570637 sec): 3 clusters Score: Raw -470403.556832 + Penalty 2693.610260 = -467709.946572 nChanged 81 SP:Iteration 8Q (597.623884 sec): 3 clusters Score: Raw -470443.480994 + Penalty 2693.610260 = -467749.870734 nChanged 43 SP:Iteration 9Q (597.668352 sec): 3 clusters Score: Raw -470460.621250 + Penalty 2693.610260 = -467767.010991 nChanged 27 SP:Iteration 10Q (597.722164 sec): 3 clusters Score: Raw -470469.721099 + Penalty 2693.610260 = -467776.110840 nChanged 15 SP:Iteration 11Q (597.777450 sec): 3 clusters Score: Raw -470477.126665 + Penalty 2693.610260 = -467783.516405 nChanged 14 SP:Iteration 12Q (597.825783 sec): 3 clusters Score: Raw -470485.268522 + Penalty 2693.610260 = -467791.658262 nChanged 7 SP:Iteration 13Q (597.879916 sec): 3 clusters Score: Raw -470490.650772 + Penalty 2693.610260 = -467797.040513 nChanged 9 SP:Iteration 14Q (597.946509 sec): 3 clusters Score: Raw -470496.863562 + Penalty 2693.610260 = -467803.253302 nChanged 10 SP:Iteration 15Q (597.984998 sec): 3 clusters Score: Raw -470500.817061 + Penalty 2693.610260 = -467807.206801 nChanged 5 SP:Iteration 16Q (598.038799 sec): 3 clusters Score: Raw -470502.919530 + Penalty 2693.610260 = -467809.309271 nChanged 6 SP:Iteration 17Q (598.094986 sec): 3 clusters Score: Raw -470505.686519 + Penalty 2693.610260 = -467812.076259 nChanged 4 SP:Iteration 18Q (598.149710 sec): 3 clusters Score: Raw -470507.802047 + Penalty 2693.610260 = -467814.191788 nChanged 3 SP:Iteration 19Q (598.215008 sec): 3 clusters Score: Raw -470508.478909 + Penalty 2693.610260 = -467814.868649 nChanged 1 SP:Iteration 20F (598.255956 sec): 3 clusters Score: Raw -470508.955901 + Penalty 2693.610260 = -467815.345641 nChanged 4 SP:Iteration 21Q (598.309552 sec): 3 clusters Score: Raw -470509.496710 + Penalty 2693.610260 = -467815.886450 nChanged 1 SP:Iteration 22Q (598.363412 sec): 3 clusters Score: Raw -470509.575224 + Penalty 2693.610260 = -467815.964965 nChanged 0 SP:Iteration 23F (598.419061 sec): 3 clusters Score: Raw -470509.575224 + Penalty 2693.610260 = -467815.964965 nChanged 0 Score: Raw -99921962.212958 + Penalty 59477.694639 = -99862484.518319 Splitting cluster 7 changes total score from -99861955.257624 to -99862484.518319 So it's getting split into cluster 27. Trying to split cluster 8 (45750 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (610.973848 sec): 2 clusters Score: Raw -5918416.612023 + Penalty 1743.778899 = -5916672.833124 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (611.086846 sec): 3 clusters Score: Raw -5889581.914510 + Penalty 3487.557798 = -5886094.356712 nChanged 21383 SP:Iteration 1F (611.192887 sec): 3 clusters Score: Raw -5901817.823215 + Penalty 3487.557798 = -5898330.265417 nChanged 2193 SP:Iteration 2Q (611.313691 sec): 3 clusters Score: Raw -5902681.519657 + Penalty 3487.557798 = -5899193.961859 nChanged 2435 SP:Iteration 3F (611.432254 sec): 3 clusters Score: Raw -5903901.638466 + Penalty 3487.557798 = -5900414.080668 nChanged 2844 SP:Iteration 4F (611.550524 sec): 3 clusters Score: Raw -5905710.170483 + Penalty 3487.557798 = -5902222.612685 nChanged 3156 SP:Iteration 5F (611.661090 sec): 3 clusters Score: Raw -5908069.513445 + Penalty 3487.557798 = -5904581.955647 nChanged 3212 SP:Iteration 6F (611.788196 sec): 3 clusters Score: Raw -5910662.400954 + Penalty 3487.557798 = -5907174.843156 nChanged 2655 SP:Iteration 7F (611.915298 sec): 3 clusters Score: Raw -5912702.465284 + Penalty 3487.557798 = -5909214.907486 nChanged 1975 SP:Iteration 8Q (612.042674 sec): 3 clusters Score: Raw -5913959.466722 + Penalty 3487.557798 = -5910471.908924 nChanged 1430 SP:Iteration 9Q (612.166780 sec): 3 clusters Score: Raw -5914654.386898 + Penalty 3487.557798 = -5911166.829100 nChanged 983 SP:Iteration 10Q (612.289706 sec): 3 clusters Score: Raw -5915059.101002 + Penalty 3487.557798 = -5911571.543204 nChanged 836 SP:Iteration 11Q (612.411375 sec): 3 clusters Score: Raw -5915382.669447 + Penalty 3487.557798 = -5911895.111649 nChanged 761 SP:Iteration 12Q (612.532593 sec): 3 clusters Score: Raw -5915673.527164 + Penalty 3487.557798 = -5912185.969366 nChanged 712 SP:Iteration 13Q (612.652948 sec): 3 clusters Score: Raw -5915958.293850 + Penalty 3487.557798 = -5912470.736052 nChanged 703 SP:Iteration 14Q (612.754859 sec): 3 clusters Score: Raw -5916281.313575 + Penalty 3487.557798 = -5912793.755777 nChanged 692 SP:Iteration 15Q (612.868704 sec): 3 clusters Score: Raw -5916625.672569 + Penalty 3487.557798 = -5913138.114771 nChanged 662 SP:Iteration 16Q (612.978126 sec): 3 clusters Score: Raw -5916993.364137 + Penalty 3487.557798 = -5913505.806339 nChanged 646 SP:Iteration 17Q (613.078368 sec): 3 clusters Score: Raw -5917390.503344 + Penalty 3487.557798 = -5913902.945546 nChanged 548 SP:Iteration 18Q (613.155274 sec): 3 clusters Score: Raw -5917740.688928 + Penalty 3487.557798 = -5914253.131130 nChanged 473 SP:Iteration 19Q (613.238838 sec): 3 clusters Score: Raw -5918022.368303 + Penalty 3487.557798 = -5914534.810505 nChanged 411 SP:Iteration 20F (613.344109 sec): 3 clusters Score: Raw -5918266.887771 + Penalty 3487.557798 = -5914779.329973 nChanged 339 SP:Iteration 21Q (613.422340 sec): 3 clusters Score: Raw -5918468.052933 + Penalty 3487.557798 = -5914980.495135 nChanged 280 SP:Iteration 22Q (613.505948 sec): 3 clusters Score: Raw -5918611.827473 + Penalty 3487.557798 = -5915124.269676 nChanged 216 SP:Iteration 23Q (613.605935 sec): 3 clusters Score: Raw -5918709.850191 + Penalty 3487.557798 = -5915222.292393 nChanged 204 SP:Iteration 24Q (613.683342 sec): 3 clusters Score: Raw -5918789.428831 + Penalty 3487.557798 = -5915301.871033 nChanged 139 SP:Iteration 25Q (613.752171 sec): 3 clusters Score: Raw -5918832.285626 + Penalty 3487.557798 = -5915344.727828 nChanged 126 SP:Iteration 26Q (613.820749 sec): 3 clusters Score: Raw -5918869.479293 + Penalty 3487.557798 = -5915381.921495 nChanged 94 SP:Iteration 27Q (613.893015 sec): 3 clusters Score: Raw -5918893.194701 + Penalty 3487.557798 = -5915405.636903 nChanged 80 SP:Iteration 28Q (613.970923 sec): 3 clusters Score: Raw -5918912.814083 + Penalty 3487.557798 = -5915425.256285 nChanged 69 SP:Iteration 29Q (614.046380 sec): 3 clusters Score: Raw -5918926.976260 + Penalty 3487.557798 = -5915439.418462 nChanged 56 SP:Iteration 30Q (614.116272 sec): 3 clusters Score: Raw -5918937.268539 + Penalty 3487.557798 = -5915449.710741 nChanged 45 SP:Iteration 31Q (614.214221 sec): 3 clusters Score: Raw -5918944.061471 + Penalty 3487.557798 = -5915456.503673 nChanged 19 SP:Iteration 32Q (614.287863 sec): 3 clusters Score: Raw -5918946.453741 + Penalty 3487.557798 = -5915458.895943 nChanged 17 SP:Iteration 33Q (614.367271 sec): 3 clusters Score: Raw -5918948.964296 + Penalty 3487.557798 = -5915461.406498 nChanged 20 SP:Iteration 34Q (614.441250 sec): 3 clusters Score: Raw -5918951.968697 + Penalty 3487.557798 = -5915464.410899 nChanged 19 SP:Iteration 35Q (614.517409 sec): 3 clusters Score: Raw -5918954.213267 + Penalty 3487.557798 = -5915466.655469 nChanged 12 SP:Iteration 36Q (614.594916 sec): 3 clusters Score: Raw -5918955.333037 + Penalty 3487.557798 = -5915467.775239 nChanged 9 SP:Iteration 37Q (614.686922 sec): 3 clusters Score: Raw -5918956.441581 + Penalty 3487.557798 = -5915468.883783 nChanged 7 SP:Iteration 38Q (614.770205 sec): 3 clusters Score: Raw -5918957.283469 + Penalty 3487.557798 = -5915469.725671 nChanged 6 SP:Iteration 39Q (614.843532 sec): 3 clusters Score: Raw -5918957.871118 + Penalty 3487.557798 = -5915470.313320 nChanged 2 SP:Iteration 40F (614.944068 sec): 3 clusters Score: Raw -5918958.186870 + Penalty 3487.557798 = -5915470.629072 nChanged 5 SP:Iteration 41Q (615.042596 sec): 3 clusters Score: Raw -5918958.866352 + Penalty 3487.557798 = -5915471.308554 nChanged 5 SP:Iteration 42Q (615.147364 sec): 3 clusters Score: Raw -5918959.727869 + Penalty 3487.557798 = -5915472.170071 nChanged 5 SP:Iteration 43Q (615.248646 sec): 3 clusters Score: Raw -5918960.393853 + Penalty 3487.557798 = -5915472.836055 nChanged 6 SP:Iteration 44Q (615.343716 sec): 3 clusters Score: Raw -5918961.182808 + Penalty 3487.557798 = -5915473.625010 nChanged 4 SP:Iteration 45Q (615.442434 sec): 3 clusters Score: Raw -5918961.705259 + Penalty 3487.557798 = -5915474.147461 nChanged 3 SP:Iteration 46Q (615.539094 sec): 3 clusters Score: Raw -5918962.271630 + Penalty 3487.557798 = -5915474.713832 nChanged 6 SP:Iteration 47Q (615.636130 sec): 3 clusters Score: Raw -5918962.699066 + Penalty 3487.557798 = -5915475.141268 nChanged 4 SP:Iteration 48Q (615.732404 sec): 3 clusters Score: Raw -5918963.015790 + Penalty 3487.557798 = -5915475.457992 nChanged 2 SP:Iteration 49Q (615.832642 sec): 3 clusters Score: Raw -5918963.150850 + Penalty 3487.557798 = -5915475.593052 nChanged 1 SP:Iteration 50Q (615.936593 sec): 3 clusters Score: Raw -5918963.273769 + Penalty 3487.557798 = -5915475.715971 nChanged 0 SP:Iteration 51F (616.051240 sec): 3 clusters Score: Raw -5918963.273769 + Penalty 3487.557798 = -5915475.715971 nChanged 0 Trying to split cluster 9 (11644 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (616.081442 sec): 2 clusters Score: Raw -1576150.769173 + Penalty 1521.413775 = -1574629.355398 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (616.148864 sec): 3 clusters Score: Raw -1569457.719803 + Penalty 3042.827549 = -1566414.892254 nChanged 5016 SP:Iteration 1F (616.211982 sec): 3 clusters Score: Raw -1572420.122284 + Penalty 3042.827549 = -1569377.294735 nChanged 788 SP:Iteration 2F (616.278916 sec): 3 clusters Score: Raw -1572906.873521 + Penalty 3042.827549 = -1569864.045972 nChanged 725 SP:Iteration 3F (616.352175 sec): 3 clusters Score: Raw -1573409.620887 + Penalty 3042.827549 = -1570366.793338 nChanged 730 SP:Iteration 4F (616.405604 sec): 3 clusters Score: Raw -1573872.372486 + Penalty 3042.827549 = -1570829.544937 nChanged 672 SP:Iteration 5F (616.472557 sec): 3 clusters Score: Raw -1574240.673078 + Penalty 3042.827549 = -1571197.845529 nChanged 535 SP:Iteration 6Q (616.531225 sec): 3 clusters Score: Raw -1574504.898815 + Penalty 3042.827549 = -1571462.071266 nChanged 455 SP:Iteration 7Q (616.598037 sec): 3 clusters Score: Raw -1574734.205030 + Penalty 3042.827549 = -1571691.377480 nChanged 428 SP:Iteration 8Q (616.664752 sec): 3 clusters Score: Raw -1574937.776598 + Penalty 3042.827549 = -1571894.949049 nChanged 376 SP:Iteration 9Q (616.732368 sec): 3 clusters Score: Raw -1575085.332585 + Penalty 3042.827549 = -1572042.505036 nChanged 321 SP:Iteration 10Q (616.799034 sec): 3 clusters Score: Raw -1575214.440399 + Penalty 3042.827549 = -1572171.612850 nChanged 263 SP:Iteration 11Q (616.864832 sec): 3 clusters Score: Raw -1575310.030208 + Penalty 3042.827549 = -1572267.202659 nChanged 242 SP:Iteration 12Q (616.924920 sec): 3 clusters Score: Raw -1575396.548094 + Penalty 3042.827549 = -1572353.720545 nChanged 208 SP:Iteration 13Q (616.981921 sec): 3 clusters Score: Raw -1575462.718782 + Penalty 3042.827549 = -1572419.891232 nChanged 186 SP:Iteration 14Q (617.047683 sec): 3 clusters Score: Raw -1575514.600438 + Penalty 3042.827549 = -1572471.772889 nChanged 145 SP:Iteration 15Q (617.112858 sec): 3 clusters Score: Raw -1575554.279089 + Penalty 3042.827549 = -1572511.451540 nChanged 145 SP:Iteration 16Q (617.179312 sec): 3 clusters Score: Raw -1575588.850248 + Penalty 3042.827549 = -1572546.022699 nChanged 112 SP:Iteration 17Q (617.239327 sec): 3 clusters Score: Raw -1575612.768597 + Penalty 3042.827549 = -1572569.941048 nChanged 81 SP:Iteration 18Q (617.305055 sec): 3 clusters Score: Raw -1575631.127353 + Penalty 3042.827549 = -1572588.299804 nChanged 82 SP:Iteration 19Q (617.370735 sec): 3 clusters Score: Raw -1575647.905732 + Penalty 3042.827549 = -1572605.078182 nChanged 81 SP:Iteration 20F (617.437327 sec): 3 clusters Score: Raw -1575667.797028 + Penalty 3042.827549 = -1572624.969479 nChanged 83 SP:Iteration 21Q (617.513882 sec): 3 clusters Score: Raw -1575683.797827 + Penalty 3042.827549 = -1572640.970278 nChanged 60 SP:Iteration 22Q (617.567805 sec): 3 clusters Score: Raw -1575696.150528 + Penalty 3042.827549 = -1572653.322979 nChanged 61 SP:Iteration 23Q (617.634865 sec): 3 clusters Score: Raw -1575707.925007 + Penalty 3042.827549 = -1572665.097458 nChanged 61 SP:Iteration 24Q (617.701347 sec): 3 clusters Score: Raw -1575719.381710 + Penalty 3042.827549 = -1572676.554161 nChanged 70 SP:Iteration 25Q (617.767049 sec): 3 clusters Score: Raw -1575732.310899 + Penalty 3042.827549 = -1572689.483350 nChanged 55 SP:Iteration 26Q (617.833312 sec): 3 clusters Score: Raw -1575741.848976 + Penalty 3042.827549 = -1572699.021427 nChanged 60 SP:Iteration 27Q (617.888138 sec): 3 clusters Score: Raw -1575754.855446 + Penalty 3042.827549 = -1572712.027897 nChanged 71 SP:Iteration 28Q (617.954475 sec): 3 clusters Score: Raw -1575767.877667 + Penalty 3042.827549 = -1572725.050118 nChanged 72 SP:Iteration 29Q (618.031672 sec): 3 clusters Score: Raw -1575780.855950 + Penalty 3042.827549 = -1572738.028401 nChanged 54 SP:Iteration 30Q (618.085906 sec): 3 clusters Score: Raw -1575789.842091 + Penalty 3042.827549 = -1572747.014542 nChanged 45 SP:Iteration 31Q (618.151868 sec): 3 clusters Score: Raw -1575796.631649 + Penalty 3042.827549 = -1572753.804100 nChanged 35 SP:Iteration 32Q (618.208770 sec): 3 clusters Score: Raw -1575800.761243 + Penalty 3042.827549 = -1572757.933694 nChanged 29 SP:Iteration 33Q (618.274624 sec): 3 clusters Score: Raw -1575804.685289 + Penalty 3042.827549 = -1572761.857740 nChanged 30 SP:Iteration 34Q (618.340488 sec): 3 clusters Score: Raw -1575809.593746 + Penalty 3042.827549 = -1572766.766197 nChanged 38 SP:Iteration 35Q (618.406700 sec): 3 clusters Score: Raw -1575815.655187 + Penalty 3042.827549 = -1572772.827638 nChanged 35 SP:Iteration 36Q (618.483582 sec): 3 clusters Score: Raw -1575820.210848 + Penalty 3042.827549 = -1572777.383299 nChanged 33 SP:Iteration 37Q (618.537542 sec): 3 clusters Score: Raw -1575825.094449 + Penalty 3042.827549 = -1572782.266900 nChanged 38 SP:Iteration 38Q (618.594140 sec): 3 clusters Score: Raw -1575831.472678 + Penalty 3042.827549 = -1572788.645129 nChanged 40 SP:Iteration 39Q (618.659858 sec): 3 clusters Score: Raw -1575837.723314 + Penalty 3042.827549 = -1572794.895765 nChanged 48 SP:Iteration 40F (618.735913 sec): 3 clusters Score: Raw -1575844.879654 + Penalty 3042.827549 = -1572802.052104 nChanged 43 SP:Iteration 41Q (618.790950 sec): 3 clusters Score: Raw -1575852.813510 + Penalty 3042.827549 = -1572809.985960 nChanged 50 SP:Iteration 42Q (618.855965 sec): 3 clusters Score: Raw -1575862.983287 + Penalty 3042.827549 = -1572820.155738 nChanged 62 SP:Iteration 43Q (618.912858 sec): 3 clusters Score: Raw -1575876.615108 + Penalty 3042.827549 = -1572833.787558 nChanged 76 SP:Iteration 44Q (618.967347 sec): 3 clusters Score: Raw -1575892.101085 + Penalty 3042.827549 = -1572849.273536 nChanged 75 SP:Iteration 45Q (619.032873 sec): 3 clusters Score: Raw -1575906.078072 + Penalty 3042.827549 = -1572863.250523 nChanged 60 SP:Iteration 46Q (619.099632 sec): 3 clusters Score: Raw -1575917.918598 + Penalty 3042.827549 = -1572875.091049 nChanged 47 SP:Iteration 47Q (619.165185 sec): 3 clusters Score: Raw -1575927.064667 + Penalty 3042.827549 = -1572884.237118 nChanged 39 SP:Iteration 48Q (619.231007 sec): 3 clusters Score: Raw -1575934.274615 + Penalty 3042.827549 = -1572891.447066 nChanged 42 SP:Iteration 49Q (619.296342 sec): 3 clusters Score: Raw -1575940.980300 + Penalty 3042.827549 = -1572898.152751 nChanged 44 SP:Iteration 50Q (619.361879 sec): 3 clusters Score: Raw -1575949.208170 + Penalty 3042.827549 = -1572906.380621 nChanged 47 SP:Iteration 51Q (619.427253 sec): 3 clusters Score: Raw -1575956.396956 + Penalty 3042.827549 = -1572913.569407 nChanged 37 SP:Iteration 52Q (619.493615 sec): 3 clusters Score: Raw -1575961.561303 + Penalty 3042.827549 = -1572918.733754 nChanged 26 SP:Iteration 53Q (619.554620 sec): 3 clusters Score: Raw -1575965.728032 + Penalty 3042.827549 = -1572922.900483 nChanged 29 SP:Iteration 54Q (619.621306 sec): 3 clusters Score: Raw -1575969.252063 + Penalty 3042.827549 = -1572926.424514 nChanged 27 SP:Iteration 55Q (619.682491 sec): 3 clusters Score: Raw -1575973.219942 + Penalty 3042.827549 = -1572930.392393 nChanged 30 SP:Iteration 56Q (619.738604 sec): 3 clusters Score: Raw -1575978.634400 + Penalty 3042.827549 = -1572935.806851 nChanged 40 SP:Iteration 57Q (619.804655 sec): 3 clusters Score: Raw -1575986.601819 + Penalty 3042.827549 = -1572943.774270 nChanged 45 SP:Iteration 58Q (619.871197 sec): 3 clusters Score: Raw -1575995.114963 + Penalty 3042.827549 = -1572952.287414 nChanged 46 SP:Iteration 59Q (619.926919 sec): 3 clusters Score: Raw -1576004.756133 + Penalty 3042.827549 = -1572961.928584 nChanged 51 SP:Iteration 60F (619.995016 sec): 3 clusters Score: Raw -1576017.207027 + Penalty 3042.827549 = -1572974.379478 nChanged 52 SP:Iteration 61Q (620.062001 sec): 3 clusters Score: Raw -1576030.985204 + Penalty 3042.827549 = -1572988.157655 nChanged 63 SP:Iteration 62Q (620.127988 sec): 3 clusters Score: Raw -1576042.582899 + Penalty 3042.827549 = -1572999.755350 nChanged 48 SP:Iteration 63Q (620.204491 sec): 3 clusters Score: Raw -1576052.984052 + Penalty 3042.827549 = -1573010.156503 nChanged 55 SP:Iteration 64Q (620.259232 sec): 3 clusters Score: Raw -1576066.611605 + Penalty 3042.827549 = -1573023.784056 nChanged 64 SP:Iteration 65Q (620.326021 sec): 3 clusters Score: Raw -1576082.604606 + Penalty 3042.827549 = -1573039.777057 nChanged 72 SP:Iteration 66Q (620.392468 sec): 3 clusters Score: Raw -1576101.429997 + Penalty 3042.827549 = -1573058.602448 nChanged 78 SP:Iteration 67Q (620.459464 sec): 3 clusters Score: Raw -1576119.597205 + Penalty 3042.827549 = -1573076.769656 nChanged 76 SP:Iteration 68Q (620.526276 sec): 3 clusters Score: Raw -1576134.437890 + Penalty 3042.827549 = -1573091.610341 nChanged 67 SP:Iteration 69Q (620.604528 sec): 3 clusters Score: Raw -1576147.156817 + Penalty 3042.827549 = -1573104.329268 nChanged 52 SP:Iteration 70Q (620.652706 sec): 3 clusters Score: Raw -1576155.533596 + Penalty 3042.827549 = -1573112.706047 nChanged 52 SP:Iteration 71Q (620.727423 sec): 3 clusters Score: Raw -1576164.364935 + Penalty 3042.827549 = -1573121.537386 nChanged 45 SP:Iteration 72Q (620.777977 sec): 3 clusters Score: Raw -1576170.753880 + Penalty 3042.827549 = -1573127.926331 nChanged 50 SP:Iteration 73Q (620.837805 sec): 3 clusters Score: Raw -1576178.266116 + Penalty 3042.827549 = -1573135.438567 nChanged 45 SP:Iteration 74Q (620.897674 sec): 3 clusters Score: Raw -1576183.679349 + Penalty 3042.827549 = -1573140.851800 nChanged 42 SP:Iteration 75Q (620.963384 sec): 3 clusters Score: Raw -1576189.826716 + Penalty 3042.827549 = -1573146.999167 nChanged 42 SP:Iteration 76Q (621.026573 sec): 3 clusters Score: Raw -1576196.314633 + Penalty 3042.827549 = -1573153.487084 nChanged 43 SP:Iteration 77Q (621.092791 sec): 3 clusters Score: Raw -1576202.292210 + Penalty 3042.827549 = -1573159.464660 nChanged 36 SP:Iteration 78Q (621.159225 sec): 3 clusters Score: Raw -1576207.990232 + Penalty 3042.827549 = -1573165.162683 nChanged 46 SP:Iteration 79Q (621.223434 sec): 3 clusters Score: Raw -1576218.514823 + Penalty 3042.827549 = -1573175.687274 nChanged 63 SP:Iteration 80F (621.290311 sec): 3 clusters Score: Raw -1576229.130836 + Penalty 3042.827549 = -1573186.303287 nChanged 48 SP:Iteration 81Q (621.355895 sec): 3 clusters Score: Raw -1576238.212899 + Penalty 3042.827549 = -1573195.385349 nChanged 48 SP:Iteration 82Q (621.412629 sec): 3 clusters Score: Raw -1576245.459008 + Penalty 3042.827549 = -1573202.631459 nChanged 39 SP:Iteration 83Q (621.478287 sec): 3 clusters Score: Raw -1576250.941490 + Penalty 3042.827549 = -1573208.113941 nChanged 42 SP:Iteration 84Q (621.541154 sec): 3 clusters Score: Raw -1576258.097431 + Penalty 3042.827549 = -1573215.269882 nChanged 51 SP:Iteration 85Q (621.577165 sec): 3 clusters Score: Raw -1576267.077568 + Penalty 3042.827549 = -1573224.250019 nChanged 48 SP:Iteration 86Q (621.610936 sec): 3 clusters Score: Raw -1576274.915477 + Penalty 3042.827549 = -1573232.087928 nChanged 47 SP:Iteration 87Q (621.644259 sec): 3 clusters Score: Raw -1576282.041353 + Penalty 3042.827549 = -1573239.213804 nChanged 35 SP:Iteration 88Q (621.676788 sec): 3 clusters Score: Raw -1576286.931161 + Penalty 3042.827549 = -1573244.103612 nChanged 32 SP:Iteration 89Q (621.709062 sec): 3 clusters Score: Raw -1576291.288217 + Penalty 3042.827549 = -1573248.460668 nChanged 32 SP:Iteration 90Q (621.745424 sec): 3 clusters Score: Raw -1576295.762916 + Penalty 3042.827549 = -1573252.935367 nChanged 32 SP:Iteration 91Q (621.779262 sec): 3 clusters Score: Raw -1576300.250022 + Penalty 3042.827549 = -1573257.422473 nChanged 26 SP:Iteration 92Q (621.815077 sec): 3 clusters Score: Raw -1576303.545737 + Penalty 3042.827549 = -1573260.718187 nChanged 27 SP:Iteration 93Q (621.847562 sec): 3 clusters Score: Raw -1576305.997906 + Penalty 3042.827549 = -1573263.170357 nChanged 22 SP:Iteration 94Q (621.884064 sec): 3 clusters Score: Raw -1576308.352693 + Penalty 3042.827549 = -1573265.525144 nChanged 18 SP:Iteration 95Q (621.912835 sec): 3 clusters Score: Raw -1576310.386748 + Penalty 3042.827549 = -1573267.559199 nChanged 17 SP:Iteration 96Q (621.941860 sec): 3 clusters Score: Raw -1576312.284393 + Penalty 3042.827549 = -1573269.456844 nChanged 17 SP:Iteration 97Q (621.976860 sec): 3 clusters Score: Raw -1576314.720237 + Penalty 3042.827549 = -1573271.892688 nChanged 21 SP:Iteration 98Q (622.007008 sec): 3 clusters Score: Raw -1576317.217593 + Penalty 3042.827549 = -1573274.390044 nChanged 21 SP:Iteration 99Q (622.042113 sec): 3 clusters Score: Raw -1576319.496646 + Penalty 3042.827549 = -1573276.669097 nChanged 19 SP:Iteration 100F (622.074123 sec): 3 clusters Score: Raw -1576321.473923 + Penalty 3042.827549 = -1573278.646374 nChanged 13 SP:Iteration 101Q (622.103348 sec): 3 clusters Score: Raw -1576322.800022 + Penalty 3042.827549 = -1573279.972473 nChanged 12 SP:Iteration 102Q (622.139361 sec): 3 clusters Score: Raw -1576324.268938 + Penalty 3042.827549 = -1573281.441389 nChanged 9 SP:Iteration 103Q (622.191163 sec): 3 clusters Score: Raw -1576325.319159 + Penalty 3042.827549 = -1573282.491610 nChanged 7 SP:Iteration 104Q (622.223506 sec): 3 clusters Score: Raw -1576326.177886 + Penalty 3042.827549 = -1573283.350337 nChanged 10 SP:Iteration 105Q (622.253317 sec): 3 clusters Score: Raw -1576327.566390 + Penalty 3042.827549 = -1573284.738841 nChanged 9 SP:Iteration 106Q (622.288862 sec): 3 clusters Score: Raw -1576328.398173 + Penalty 3042.827549 = -1573285.570623 nChanged 8 SP:Iteration 107Q (622.324972 sec): 3 clusters Score: Raw -1576329.518945 + Penalty 3042.827549 = -1573286.691396 nChanged 9 SP:Iteration 108Q (622.354816 sec): 3 clusters Score: Raw -1576330.239992 + Penalty 3042.827549 = -1573287.412442 nChanged 3 SP:Iteration 109Q (622.384236 sec): 3 clusters Score: Raw -1576330.524246 + Penalty 3042.827549 = -1573287.696697 nChanged 0 SP:Iteration 110F (622.420823 sec): 3 clusters Score: Raw -1576330.524246 + Penalty 3042.827549 = -1573287.696697 nChanged 0 Trying to split cluster 10 (2511 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (622.448831 sec): 2 clusters Score: Raw -309598.600230 + Penalty 1272.120908 = -308326.479322 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (622.462057 sec): 3 clusters Score: Raw -308432.142300 + Penalty 2544.241817 = -305887.900484 nChanged 937 SP:Iteration 1F (622.474317 sec): 3 clusters Score: Raw -308996.487712 + Penalty 2544.241817 = -306452.245895 nChanged 220 SP:Iteration 2F (622.487263 sec): 3 clusters Score: Raw -309204.262623 + Penalty 2544.241817 = -306660.020806 nChanged 160 SP:Iteration 3F (622.500836 sec): 3 clusters Score: Raw -309362.121656 + Penalty 2544.241817 = -306817.879839 nChanged 148 SP:Iteration 4F (622.513707 sec): 3 clusters Score: Raw -309515.391556 + Penalty 2544.241817 = -306971.149739 nChanged 141 SP:Iteration 5F (622.527586 sec): 3 clusters Score: Raw -309686.357651 + Penalty 2544.241817 = -307142.115835 nChanged 140 SP:Iteration 6F (622.540345 sec): 3 clusters Score: Raw -309838.672733 + Penalty 2544.241817 = -307294.430916 nChanged 116 SP:Iteration 7Q (622.553995 sec): 3 clusters Score: Raw -309958.857134 + Penalty 2544.241817 = -307414.615317 nChanged 88 SP:Iteration 8Q (622.572185 sec): 3 clusters Score: Raw -310060.710052 + Penalty 2544.241817 = -307516.468235 nChanged 89 SP:Iteration 9Q (622.584709 sec): 3 clusters Score: Raw -310160.480186 + Penalty 2544.241817 = -307616.238369 nChanged 77 SP:Iteration 10Q (622.598563 sec): 3 clusters Score: Raw -310224.918063 + Penalty 2544.241817 = -307680.676246 nChanged 50 SP:Iteration 11Q (622.615292 sec): 3 clusters Score: Raw -310270.537856 + Penalty 2544.241817 = -307726.296039 nChanged 41 SP:Iteration 12Q (622.633761 sec): 3 clusters Score: Raw -310305.472518 + Penalty 2544.241817 = -307761.230701 nChanged 36 SP:Iteration 13Q (622.652017 sec): 3 clusters Score: Raw -310328.926853 + Penalty 2544.241817 = -307784.685037 nChanged 24 SP:Iteration 14Q (622.669562 sec): 3 clusters Score: Raw -310347.521361 + Penalty 2544.241817 = -307803.279544 nChanged 25 SP:Iteration 15Q (622.681829 sec): 3 clusters Score: Raw -310357.890536 + Penalty 2544.241817 = -307813.648720 nChanged 16 SP:Iteration 16Q (622.694167 sec): 3 clusters Score: Raw -310367.659778 + Penalty 2544.241817 = -307823.417962 nChanged 17 SP:Iteration 17Q (622.706542 sec): 3 clusters Score: Raw -310383.752457 + Penalty 2544.241817 = -307839.510641 nChanged 28 SP:Iteration 18Q (622.718879 sec): 3 clusters Score: Raw -310410.467750 + Penalty 2544.241817 = -307866.225933 nChanged 27 SP:Iteration 19Q (622.731299 sec): 3 clusters Score: Raw -310436.177801 + Penalty 2544.241817 = -307891.935984 nChanged 23 SP:Iteration 20F (622.744027 sec): 3 clusters Score: Raw -310455.454544 + Penalty 2544.241817 = -307911.212727 nChanged 22 SP:Iteration 21Q (622.756340 sec): 3 clusters Score: Raw -310468.631966 + Penalty 2544.241817 = -307924.390150 nChanged 14 SP:Iteration 22Q (622.768573 sec): 3 clusters Score: Raw -310477.296688 + Penalty 2544.241817 = -307933.054872 nChanged 12 SP:Iteration 23Q (622.784205 sec): 3 clusters Score: Raw -310481.349504 + Penalty 2544.241817 = -307937.107687 nChanged 3 SP:Iteration 24Q (622.803277 sec): 3 clusters Score: Raw -310482.411335 + Penalty 2544.241817 = -307938.169518 nChanged 5 SP:Iteration 25Q (622.821569 sec): 3 clusters Score: Raw -310483.837043 + Penalty 2544.241817 = -307939.595226 nChanged 4 SP:Iteration 26Q (622.839866 sec): 3 clusters Score: Raw -310484.436341 + Penalty 2544.241817 = -307940.194524 nChanged 2 SP:Iteration 27Q (622.852059 sec): 3 clusters Score: Raw -310484.969456 + Penalty 2544.241817 = -307940.727639 nChanged 2 SP:Iteration 28Q (622.866162 sec): 3 clusters Score: Raw -310485.589005 + Penalty 2544.241817 = -307941.347188 nChanged 2 SP:Iteration 29Q (622.885090 sec): 3 clusters Score: Raw -310485.788770 + Penalty 2544.241817 = -307941.546953 nChanged 2 SP:Iteration 30Q (622.897388 sec): 3 clusters Score: Raw -310485.999877 + Penalty 2544.241817 = -307941.758061 nChanged 1 SP:Iteration 31Q (622.911436 sec): 3 clusters Score: Raw -310486.252958 + Penalty 2544.241817 = -307942.011141 nChanged 1 SP:Iteration 32Q (622.929879 sec): 3 clusters Score: Raw -310486.635899 + Penalty 2544.241817 = -307942.394082 nChanged 1 SP:Iteration 33Q (622.947454 sec): 3 clusters Score: Raw -310487.913918 + Penalty 2544.241817 = -307943.672101 nChanged 0 SP:Iteration 34F (622.966294 sec): 3 clusters Score: Raw -310487.913918 + Penalty 2544.241817 = -307943.672101 nChanged 0 Trying to split cluster 11 (218580 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (623.227687 sec): 2 clusters Score: Raw -29030637.752663 + Penalty 1997.922446 = -29028639.830217 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (623.577002 sec): 3 clusters Score: Raw -28885763.244757 + Penalty 3995.844892 = -28881767.399866 nChanged 105879 SP:Iteration 1F (623.932933 sec): 3 clusters Score: Raw -28949126.261463 + Penalty 3995.844892 = -28945130.416571 nChanged 7334 SP:Iteration 2Q (624.348743 sec): 3 clusters Score: Raw -28951019.569626 + Penalty 3995.844892 = -28947023.724734 nChanged 7960 SP:Iteration 3Q (624.744105 sec): 3 clusters Score: Raw -28953452.907835 + Penalty 3995.844892 = -28949457.062944 nChanged 8942 SP:Iteration 4Q (625.130826 sec): 3 clusters Score: Raw -28956810.555449 + Penalty 3995.844892 = -28952814.710557 nChanged 10338 SP:Iteration 5Q (625.518976 sec): 3 clusters Score: Raw -28961682.101991 + Penalty 3995.844892 = -28957686.257099 nChanged 11782 SP:Iteration 6F (625.884105 sec): 3 clusters Score: Raw -28968365.127715 + Penalty 3995.844892 = -28964369.282823 nChanged 12925 SP:Iteration 7F (626.252353 sec): 3 clusters Score: Raw -28976760.813190 + Penalty 3995.844892 = -28972764.968298 nChanged 13469 SP:Iteration 8F (626.620656 sec): 3 clusters Score: Raw -28985777.748439 + Penalty 3995.844892 = -28981781.903547 nChanged 12760 SP:Iteration 9F (626.977643 sec): 3 clusters Score: Raw -28993628.624933 + Penalty 3995.844892 = -28989632.780041 nChanged 10681 SP:Iteration 10Q (627.357827 sec): 3 clusters Score: Raw -28998553.825182 + Penalty 3995.844892 = -28994557.980290 nChanged 7721 SP:Iteration 11Q (627.711945 sec): 3 clusters Score: Raw -29001000.207785 + Penalty 3995.844892 = -28997004.362893 nChanged 5095 SP:Iteration 12Q (628.059881 sec): 3 clusters Score: Raw -29002182.084571 + Penalty 3995.844892 = -28998186.239680 nChanged 3529 SP:Iteration 13Q (628.415070 sec): 3 clusters Score: Raw -29002852.572594 + Penalty 3995.844892 = -28998856.727702 nChanged 2664 SP:Iteration 14Q (628.754925 sec): 3 clusters Score: Raw -29003327.550138 + Penalty 3995.844892 = -28999331.705246 nChanged 2328 SP:Iteration 15Q (629.108945 sec): 3 clusters Score: Raw -29003738.498147 + Penalty 3995.844892 = -28999742.653255 nChanged 2258 SP:Iteration 16Q (629.488415 sec): 3 clusters Score: Raw -29004150.723114 + Penalty 3995.844892 = -29000154.878222 nChanged 2278 SP:Iteration 17Q (629.866925 sec): 3 clusters Score: Raw -29004572.827774 + Penalty 3995.844892 = -29000576.982882 nChanged 2359 SP:Iteration 18Q (630.238795 sec): 3 clusters Score: Raw -29005015.533570 + Penalty 3995.844892 = -29001019.688679 nChanged 2446 SP:Iteration 19Q (630.597571 sec): 3 clusters Score: Raw -29005482.426696 + Penalty 3995.844892 = -29001486.581804 nChanged 2484 SP:Iteration 20F (630.964576 sec): 3 clusters Score: Raw -29005968.935807 + Penalty 3995.844892 = -29001973.090915 nChanged 2604 SP:Iteration 21Q (631.328606 sec): 3 clusters Score: Raw -29006519.465061 + Penalty 3995.844892 = -29002523.620170 nChanged 2828 SP:Iteration 22Q (631.696957 sec): 3 clusters Score: Raw -29007187.939143 + Penalty 3995.844892 = -29003192.094251 nChanged 3083 SP:Iteration 23Q (632.064238 sec): 3 clusters Score: Raw -29007953.780869 + Penalty 3995.844892 = -29003957.935978 nChanged 3174 SP:Iteration 24Q (632.418355 sec): 3 clusters Score: Raw -29008788.126688 + Penalty 3995.844892 = -29004792.281796 nChanged 3392 SP:Iteration 25Q (632.769967 sec): 3 clusters Score: Raw -29009733.621242 + Penalty 3995.844892 = -29005737.776350 nChanged 3565 SP:Iteration 26Q (633.099189 sec): 3 clusters Score: Raw -29010764.180028 + Penalty 3995.844892 = -29006768.335137 nChanged 3641 SP:Iteration 27Q (633.429515 sec): 3 clusters Score: Raw -29011839.461028 + Penalty 3995.844892 = -29007843.616136 nChanged 3638 SP:Iteration 28Q (633.757405 sec): 3 clusters Score: Raw -29012968.352515 + Penalty 3995.844892 = -29008972.507623 nChanged 3699 SP:Iteration 29Q (634.082364 sec): 3 clusters Score: Raw -29014186.461107 + Penalty 3995.844892 = -29010190.616215 nChanged 3753 SP:Iteration 30Q (634.430409 sec): 3 clusters Score: Raw -29015457.569616 + Penalty 3995.844892 = -29011461.724724 nChanged 3624 SP:Iteration 31Q (634.775675 sec): 3 clusters Score: Raw -29016685.652667 + Penalty 3995.844892 = -29012689.807776 nChanged 3443 SP:Iteration 32Q (635.124869 sec): 3 clusters Score: Raw -29017858.015281 + Penalty 3995.844892 = -29013862.170389 nChanged 3331 SP:Iteration 33Q (635.457919 sec): 3 clusters Score: Raw -29019006.253350 + Penalty 3995.844892 = -29015010.408458 nChanged 3212 SP:Iteration 34Q (635.798470 sec): 3 clusters Score: Raw -29020148.669466 + Penalty 3995.844892 = -29016152.824574 nChanged 3153 SP:Iteration 35Q (636.136561 sec): 3 clusters Score: Raw -29021334.372431 + Penalty 3995.844892 = -29017338.527539 nChanged 2986 SP:Iteration 36Q (636.468241 sec): 3 clusters Score: Raw -29022500.313380 + Penalty 3995.844892 = -29018504.468489 nChanged 2742 SP:Iteration 37Q (636.832718 sec): 3 clusters Score: Raw -29023583.912468 + Penalty 3995.844892 = -29019588.067576 nChanged 2593 SP:Iteration 38Q (637.200573 sec): 3 clusters Score: Raw -29024656.324593 + Penalty 3995.844892 = -29020660.479701 nChanged 2479 SP:Iteration 39Q (637.567184 sec): 3 clusters Score: Raw -29025700.464491 + Penalty 3995.844892 = -29021704.619600 nChanged 2152 SP:Iteration 40F (637.969042 sec): 3 clusters Score: Raw -29026599.595197 + Penalty 3995.844892 = -29022603.750306 nChanged 1973 SP:Iteration 41Q (638.299182 sec): 3 clusters Score: Raw -29027433.003777 + Penalty 3995.844892 = -29023437.158885 nChanged 1786 SP:Iteration 42Q (638.648119 sec): 3 clusters Score: Raw -29028195.640780 + Penalty 3995.844892 = -29024199.795889 nChanged 1570 SP:Iteration 43Q (638.993744 sec): 3 clusters Score: Raw -29028878.357351 + Penalty 3995.844892 = -29024882.512460 nChanged 1353 SP:Iteration 44Q (639.303651 sec): 3 clusters Score: Raw -29029461.503317 + Penalty 3995.844892 = -29025465.658425 nChanged 1086 SP:Iteration 45Q (639.622628 sec): 3 clusters Score: Raw -29029916.371796 + Penalty 3995.844892 = -29025920.526904 nChanged 802 SP:Iteration 46Q (639.920384 sec): 3 clusters Score: Raw -29030231.595709 + Penalty 3995.844892 = -29026235.750818 nChanged 681 SP:Iteration 47Q (640.226213 sec): 3 clusters Score: Raw -29030476.886168 + Penalty 3995.844892 = -29026481.041276 nChanged 540 SP:Iteration 48Q (640.532144 sec): 3 clusters Score: Raw -29030679.841981 + Penalty 3995.844892 = -29026683.997089 nChanged 429 SP:Iteration 49Q (640.841449 sec): 3 clusters Score: Raw -29030838.918561 + Penalty 3995.844892 = -29026843.073669 nChanged 345 SP:Iteration 50Q (641.148797 sec): 3 clusters Score: Raw -29030960.208373 + Penalty 3995.844892 = -29026964.363481 nChanged 268 SP:Iteration 51Q (641.454577 sec): 3 clusters Score: Raw -29031055.813534 + Penalty 3995.844892 = -29027059.968643 nChanged 214 SP:Iteration 52Q (641.758585 sec): 3 clusters Score: Raw -29031130.028268 + Penalty 3995.844892 = -29027134.183376 nChanged 204 SP:Iteration 53Q (642.020685 sec): 3 clusters Score: Raw -29031195.309459 + Penalty 3995.844892 = -29027199.464567 nChanged 148 SP:Iteration 54Q (642.287957 sec): 3 clusters Score: Raw -29031238.412410 + Penalty 3995.844892 = -29027242.567518 nChanged 119 SP:Iteration 55Q (642.560944 sec): 3 clusters Score: Raw -29031272.647656 + Penalty 3995.844892 = -29027276.802764 nChanged 108 SP:Iteration 56Q (642.827897 sec): 3 clusters Score: Raw -29031304.040818 + Penalty 3995.844892 = -29027308.195926 nChanged 102 SP:Iteration 57Q (643.102886 sec): 3 clusters Score: Raw -29031324.561437 + Penalty 3995.844892 = -29027328.716545 nChanged 64 SP:Iteration 58Q (643.379410 sec): 3 clusters Score: Raw -29031338.807794 + Penalty 3995.844892 = -29027342.962903 nChanged 67 SP:Iteration 59Q (643.680585 sec): 3 clusters Score: Raw -29031356.173359 + Penalty 3995.844892 = -29027360.328467 nChanged 78 SP:Iteration 60F (644.039435 sec): 3 clusters Score: Raw -29031375.777526 + Penalty 3995.844892 = -29027379.932634 nChanged 71 SP:Iteration 61Q (644.337731 sec): 3 clusters Score: Raw -29031393.146383 + Penalty 3995.844892 = -29027397.301492 nChanged 65 SP:Iteration 62Q (644.629577 sec): 3 clusters Score: Raw -29031407.901188 + Penalty 3995.844892 = -29027412.056296 nChanged 54 SP:Iteration 63Q (644.930170 sec): 3 clusters Score: Raw -29031418.951659 + Penalty 3995.844892 = -29027423.106768 nChanged 55 SP:Iteration 64Q (645.230734 sec): 3 clusters Score: Raw -29031434.193355 + Penalty 3995.844892 = -29027438.348464 nChanged 62 SP:Iteration 65Q (645.531429 sec): 3 clusters Score: Raw -29031449.684785 + Penalty 3995.844892 = -29027453.839893 nChanged 61 SP:Iteration 66Q (645.812558 sec): 3 clusters Score: Raw -29031465.355198 + Penalty 3995.844892 = -29027469.510307 nChanged 63 SP:Iteration 67Q (646.114031 sec): 3 clusters Score: Raw -29031481.067043 + Penalty 3995.844892 = -29027485.222151 nChanged 60 SP:Iteration 68Q (646.405098 sec): 3 clusters Score: Raw -29031496.403828 + Penalty 3995.844892 = -29027500.558936 nChanged 57 SP:Iteration 69Q (646.692896 sec): 3 clusters Score: Raw -29031511.009857 + Penalty 3995.844892 = -29027515.164965 nChanged 47 SP:Iteration 70Q (646.958177 sec): 3 clusters Score: Raw -29031522.993842 + Penalty 3995.844892 = -29027527.148950 nChanged 50 SP:Iteration 71Q (647.225233 sec): 3 clusters Score: Raw -29031534.007141 + Penalty 3995.844892 = -29027538.162249 nChanged 47 SP:Iteration 72Q (647.493678 sec): 3 clusters Score: Raw -29031544.413394 + Penalty 3995.844892 = -29027548.568502 nChanged 48 SP:Iteration 73Q (647.759681 sec): 3 clusters Score: Raw -29031553.025102 + Penalty 3995.844892 = -29027557.180211 nChanged 29 SP:Iteration 74Q (648.037878 sec): 3 clusters Score: Raw -29031558.781918 + Penalty 3995.844892 = -29027562.937026 nChanged 23 SP:Iteration 75Q (648.304624 sec): 3 clusters Score: Raw -29031563.334997 + Penalty 3995.844892 = -29027567.490105 nChanged 23 SP:Iteration 76Q (648.601195 sec): 3 clusters Score: Raw -29031567.595835 + Penalty 3995.844892 = -29027571.750943 nChanged 16 SP:Iteration 77Q (648.903341 sec): 3 clusters Score: Raw -29031570.840434 + Penalty 3995.844892 = -29027574.995542 nChanged 21 SP:Iteration 78Q (649.204318 sec): 3 clusters Score: Raw -29031575.263170 + Penalty 3995.844892 = -29027579.418278 nChanged 15 SP:Iteration 79Q (649.504646 sec): 3 clusters Score: Raw -29031577.819181 + Penalty 3995.844892 = -29027581.974290 nChanged 13 SP:Iteration 80F (649.866028 sec): 3 clusters Score: Raw -29031581.219678 + Penalty 3995.844892 = -29027585.374787 nChanged 18 SP:Iteration 81Q (650.166578 sec): 3 clusters Score: Raw -29031585.315589 + Penalty 3995.844892 = -29027589.470698 nChanged 17 SP:Iteration 82Q (650.462805 sec): 3 clusters Score: Raw -29031588.856125 + Penalty 3995.844892 = -29027593.011233 nChanged 16 SP:Iteration 83Q (650.759938 sec): 3 clusters Score: Raw -29031592.117275 + Penalty 3995.844892 = -29027596.272383 nChanged 18 SP:Iteration 84Q (651.050198 sec): 3 clusters Score: Raw -29031595.407736 + Penalty 3995.844892 = -29027599.562844 nChanged 17 SP:Iteration 85Q (651.329988 sec): 3 clusters Score: Raw -29031598.334784 + Penalty 3995.844892 = -29027602.489892 nChanged 7 SP:Iteration 86Q (651.615116 sec): 3 clusters Score: Raw -29031599.391767 + Penalty 3995.844892 = -29027603.546876 nChanged 5 SP:Iteration 87Q (651.913198 sec): 3 clusters Score: Raw -29031600.205168 + Penalty 3995.844892 = -29027604.360276 nChanged 6 SP:Iteration 88Q (652.174776 sec): 3 clusters Score: Raw -29031600.937310 + Penalty 3995.844892 = -29027605.092418 nChanged 4 SP:Iteration 89Q (652.445586 sec): 3 clusters Score: Raw -29031601.774855 + Penalty 3995.844892 = -29027605.929964 nChanged 8 SP:Iteration 90Q (652.716334 sec): 3 clusters Score: Raw -29031603.299663 + Penalty 3995.844892 = -29027607.454771 nChanged 7 SP:Iteration 91Q (652.994936 sec): 3 clusters Score: Raw -29031604.487128 + Penalty 3995.844892 = -29027608.642236 nChanged 4 SP:Iteration 92Q (653.292878 sec): 3 clusters Score: Raw -29031605.251186 + Penalty 3995.844892 = -29027609.406294 nChanged 7 SP:Iteration 93Q (653.594927 sec): 3 clusters Score: Raw -29031606.090612 + Penalty 3995.844892 = -29027610.245721 nChanged 3 SP:Iteration 94Q (653.895459 sec): 3 clusters Score: Raw -29031606.924959 + Penalty 3995.844892 = -29027611.080067 nChanged 3 SP:Iteration 95Q (654.188714 sec): 3 clusters Score: Raw -29031607.484647 + Penalty 3995.844892 = -29027611.639755 nChanged 4 SP:Iteration 96Q (654.478585 sec): 3 clusters Score: Raw -29031608.055993 + Penalty 3995.844892 = -29027612.211102 nChanged 1 SP:Iteration 97Q (654.774648 sec): 3 clusters Score: Raw -29031608.173007 + Penalty 3995.844892 = -29027612.328116 nChanged 1 SP:Iteration 98Q (655.074978 sec): 3 clusters Score: Raw -29031608.230665 + Penalty 3995.844892 = -29027612.385773 nChanged 0 SP:Iteration 99F (655.434282 sec): 3 clusters Score: Raw -29031608.230665 + Penalty 3995.844892 = -29027612.385773 nChanged 0 Trying to split cluster 12 (8809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (655.469943 sec): 2 clusters Score: Raw -1172420.684096 + Penalty 1476.073496 = -1170944.610601 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (655.528522 sec): 3 clusters Score: Raw -1167532.934063 + Penalty 2952.146992 = -1164580.787072 nChanged 3754 SP:Iteration 1F (655.587192 sec): 3 clusters Score: Raw -1169602.281870 + Penalty 2952.146992 = -1166650.134878 nChanged 594 SP:Iteration 2F (655.656916 sec): 3 clusters Score: Raw -1169927.210397 + Penalty 2952.146992 = -1166975.063405 nChanged 519 SP:Iteration 3F (655.704708 sec): 3 clusters Score: Raw -1170201.352447 + Penalty 2952.146992 = -1167249.205455 nChanged 448 SP:Iteration 4F (655.752721 sec): 3 clusters Score: Raw -1170450.771967 + Penalty 2952.146992 = -1167498.624976 nChanged 435 SP:Iteration 5Q (655.808557 sec): 3 clusters Score: Raw -1170725.825218 + Penalty 2952.146992 = -1167773.678227 nChanged 423 SP:Iteration 6Q (655.877227 sec): 3 clusters Score: Raw -1170987.644203 + Penalty 2952.146992 = -1168035.497211 nChanged 395 SP:Iteration 7Q (655.917418 sec): 3 clusters Score: Raw -1171233.143977 + Penalty 2952.146992 = -1168280.996986 nChanged 387 SP:Iteration 8Q (655.976401 sec): 3 clusters Score: Raw -1171458.913267 + Penalty 2952.146992 = -1168506.766276 nChanged 331 SP:Iteration 9Q (656.035083 sec): 3 clusters Score: Raw -1171642.172460 + Penalty 2952.146992 = -1168690.025469 nChanged 277 SP:Iteration 10Q (656.091955 sec): 3 clusters Score: Raw -1171792.287288 + Penalty 2952.146992 = -1168840.140297 nChanged 252 SP:Iteration 11Q (656.150173 sec): 3 clusters Score: Raw -1171956.440666 + Penalty 2952.146992 = -1169004.293674 nChanged 265 SP:Iteration 12Q (656.207917 sec): 3 clusters Score: Raw -1172135.436986 + Penalty 2952.146992 = -1169183.289994 nChanged 208 SP:Iteration 13Q (656.265776 sec): 3 clusters Score: Raw -1172271.496292 + Penalty 2952.146992 = -1169319.349300 nChanged 172 SP:Iteration 14Q (656.322662 sec): 3 clusters Score: Raw -1172369.664461 + Penalty 2952.146992 = -1169417.517470 nChanged 137 SP:Iteration 15Q (656.376923 sec): 3 clusters Score: Raw -1172437.670987 + Penalty 2952.146992 = -1169485.523996 nChanged 103 SP:Iteration 16Q (656.437437 sec): 3 clusters Score: Raw -1172483.252301 + Penalty 2952.146992 = -1169531.105309 nChanged 90 SP:Iteration 17Q (656.483260 sec): 3 clusters Score: Raw -1172529.273013 + Penalty 2952.146992 = -1169577.126021 nChanged 79 SP:Iteration 18Q (656.540249 sec): 3 clusters Score: Raw -1172569.482492 + Penalty 2952.146992 = -1169617.335500 nChanged 76 SP:Iteration 19Q (656.606023 sec): 3 clusters Score: Raw -1172605.637951 + Penalty 2952.146992 = -1169653.490959 nChanged 64 SP:Iteration 20F (656.652535 sec): 3 clusters Score: Raw -1172630.130491 + Penalty 2952.146992 = -1169677.983499 nChanged 56 SP:Iteration 21Q (656.707741 sec): 3 clusters Score: Raw -1172650.664404 + Penalty 2952.146992 = -1169698.517413 nChanged 39 SP:Iteration 22Q (656.763136 sec): 3 clusters Score: Raw -1172664.157452 + Penalty 2952.146992 = -1169712.010460 nChanged 34 SP:Iteration 23Q (656.816922 sec): 3 clusters Score: Raw -1172676.857904 + Penalty 2952.146992 = -1169724.710913 nChanged 21 SP:Iteration 24Q (656.871961 sec): 3 clusters Score: Raw -1172682.066813 + Penalty 2952.146992 = -1169729.919821 nChanged 20 SP:Iteration 25Q (656.926625 sec): 3 clusters Score: Raw -1172687.946486 + Penalty 2952.146992 = -1169735.799495 nChanged 14 SP:Iteration 26Q (656.983368 sec): 3 clusters Score: Raw -1172691.714975 + Penalty 2952.146992 = -1169739.567984 nChanged 12 SP:Iteration 27Q (657.007391 sec): 3 clusters Score: Raw -1172694.420243 + Penalty 2952.146992 = -1169742.273251 nChanged 9 SP:Iteration 28Q (657.031569 sec): 3 clusters Score: Raw -1172696.018597 + Penalty 2952.146992 = -1169743.871606 nChanged 5 SP:Iteration 29Q (657.082293 sec): 3 clusters Score: Raw -1172696.707558 + Penalty 2952.146992 = -1169744.560566 nChanged 2 SP:Iteration 30Q (657.112713 sec): 3 clusters Score: Raw -1172697.312400 + Penalty 2952.146992 = -1169745.165408 nChanged 2 SP:Iteration 31Q (657.169762 sec): 3 clusters Score: Raw -1172697.851044 + Penalty 2952.146992 = -1169745.704053 nChanged 2 SP:Iteration 32Q (657.197910 sec): 3 clusters Score: Raw -1172698.763984 + Penalty 2952.146992 = -1169746.616992 nChanged 3 SP:Iteration 33Q (657.241417 sec): 3 clusters Score: Raw -1172699.322292 + Penalty 2952.146992 = -1169747.175300 nChanged 1 SP:Iteration 34Q (657.285725 sec): 3 clusters Score: Raw -1172699.547037 + Penalty 2952.146992 = -1169747.400045 nChanged 1 SP:Iteration 35Q (657.310079 sec): 3 clusters Score: Raw -1172699.616204 + Penalty 2952.146992 = -1169747.469212 nChanged 1 SP:Iteration 36Q (657.355041 sec): 3 clusters Score: Raw -1172699.652963 + Penalty 2952.146992 = -1169747.505971 nChanged 0 SP:Iteration 37F (657.381266 sec): 3 clusters Score: Raw -1172699.652963 + Penalty 2952.146992 = -1169747.505971 nChanged 0 Trying to split cluster 13 (7083 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (657.401823 sec): 2 clusters Score: Raw -961847.980326 + Penalty 1440.636084 = -960407.344242 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (657.426429 sec): 3 clusters Score: Raw -957941.766510 + Penalty 2881.272168 = -955060.494342 nChanged 3009 SP:Iteration 1F (657.454838 sec): 3 clusters Score: Raw -959707.942332 + Penalty 2881.272168 = -956826.670163 nChanged 595 SP:Iteration 2F (657.498688 sec): 3 clusters Score: Raw -960162.837096 + Penalty 2881.272168 = -957281.564927 nChanged 573 SP:Iteration 3F (657.529176 sec): 3 clusters Score: Raw -960629.186124 + Penalty 2881.272168 = -957747.913955 nChanged 508 SP:Iteration 4F (657.553008 sec): 3 clusters Score: Raw -961011.832888 + Penalty 2881.272168 = -958130.560720 nChanged 445 SP:Iteration 5F (657.580205 sec): 3 clusters Score: Raw -961332.514244 + Penalty 2881.272168 = -958451.242075 nChanged 410 SP:Iteration 6F (657.637926 sec): 3 clusters Score: Raw -961626.900699 + Penalty 2881.272168 = -958745.628531 nChanged 336 SP:Iteration 7Q (657.690424 sec): 3 clusters Score: Raw -961832.885023 + Penalty 2881.272168 = -958951.612855 nChanged 253 SP:Iteration 8Q (657.717211 sec): 3 clusters Score: Raw -961973.662523 + Penalty 2881.272168 = -959092.390354 nChanged 191 SP:Iteration 9Q (657.741029 sec): 3 clusters Score: Raw -962059.564420 + Penalty 2881.272168 = -959178.292251 nChanged 143 SP:Iteration 10Q (657.775919 sec): 3 clusters Score: Raw -962114.844173 + Penalty 2881.272168 = -959233.572005 nChanged 120 SP:Iteration 11Q (657.804314 sec): 3 clusters Score: Raw -962156.035993 + Penalty 2881.272168 = -959274.763825 nChanged 89 SP:Iteration 12Q (657.828265 sec): 3 clusters Score: Raw -962185.639739 + Penalty 2881.272168 = -959304.367570 nChanged 84 SP:Iteration 13Q (657.875339 sec): 3 clusters Score: Raw -962213.980779 + Penalty 2881.272168 = -959332.708611 nChanged 68 SP:Iteration 14Q (657.904777 sec): 3 clusters Score: Raw -962235.606762 + Penalty 2881.272168 = -959354.334594 nChanged 66 SP:Iteration 15Q (657.928793 sec): 3 clusters Score: Raw -962255.474154 + Penalty 2881.272168 = -959374.201986 nChanged 51 SP:Iteration 16Q (657.958751 sec): 3 clusters Score: Raw -962270.983617 + Penalty 2881.272168 = -959389.711448 nChanged 60 SP:Iteration 17Q (657.988538 sec): 3 clusters Score: Raw -962290.659822 + Penalty 2881.272168 = -959409.387653 nChanged 45 SP:Iteration 18Q (658.018526 sec): 3 clusters Score: Raw -962302.998470 + Penalty 2881.272168 = -959421.726302 nChanged 42 SP:Iteration 19Q (658.048290 sec): 3 clusters Score: Raw -962314.439781 + Penalty 2881.272168 = -959433.167613 nChanged 40 SP:Iteration 20F (658.077496 sec): 3 clusters Score: Raw -962325.222499 + Penalty 2881.272168 = -959443.950331 nChanged 36 SP:Iteration 21Q (658.101674 sec): 3 clusters Score: Raw -962332.927233 + Penalty 2881.272168 = -959451.655064 nChanged 30 SP:Iteration 22Q (658.125598 sec): 3 clusters Score: Raw -962339.501805 + Penalty 2881.272168 = -959458.229637 nChanged 30 SP:Iteration 23Q (658.154972 sec): 3 clusters Score: Raw -962348.307899 + Penalty 2881.272168 = -959467.035731 nChanged 30 SP:Iteration 24Q (658.195074 sec): 3 clusters Score: Raw -962356.240924 + Penalty 2881.272168 = -959474.968756 nChanged 24 SP:Iteration 25Q (658.224487 sec): 3 clusters Score: Raw -962363.190345 + Penalty 2881.272168 = -959481.918176 nChanged 21 SP:Iteration 26Q (658.254854 sec): 3 clusters Score: Raw -962368.334386 + Penalty 2881.272168 = -959487.062218 nChanged 23 SP:Iteration 27Q (658.278733 sec): 3 clusters Score: Raw -962374.149951 + Penalty 2881.272168 = -959492.877783 nChanged 15 SP:Iteration 28Q (658.316950 sec): 3 clusters Score: Raw -962378.734378 + Penalty 2881.272168 = -959497.462210 nChanged 8 SP:Iteration 29Q (658.346813 sec): 3 clusters Score: Raw -962381.259052 + Penalty 2881.272168 = -959499.986883 nChanged 8 SP:Iteration 30Q (658.370455 sec): 3 clusters Score: Raw -962382.908146 + Penalty 2881.272168 = -959501.635977 nChanged 9 SP:Iteration 31Q (658.400096 sec): 3 clusters Score: Raw -962384.683294 + Penalty 2881.272168 = -959503.411126 nChanged 7 SP:Iteration 32Q (658.430552 sec): 3 clusters Score: Raw -962386.186252 + Penalty 2881.272168 = -959504.914084 nChanged 8 SP:Iteration 33Q (658.460303 sec): 3 clusters Score: Raw -962387.795169 + Penalty 2881.272168 = -959506.523001 nChanged 9 SP:Iteration 34Q (658.484071 sec): 3 clusters Score: Raw -962389.786913 + Penalty 2881.272168 = -959508.514744 nChanged 7 SP:Iteration 35Q (658.507998 sec): 3 clusters Score: Raw -962391.560535 + Penalty 2881.272168 = -959510.288367 nChanged 5 SP:Iteration 36Q (658.538185 sec): 3 clusters Score: Raw -962392.558036 + Penalty 2881.272168 = -959511.285867 nChanged 4 SP:Iteration 37Q (658.568364 sec): 3 clusters Score: Raw -962393.134065 + Penalty 2881.272168 = -959511.861896 nChanged 4 SP:Iteration 38Q (658.598515 sec): 3 clusters Score: Raw -962394.356679 + Penalty 2881.272168 = -959513.084511 nChanged 8 SP:Iteration 39Q (658.628189 sec): 3 clusters Score: Raw -962396.135642 + Penalty 2881.272168 = -959514.863474 nChanged 7 SP:Iteration 40F (658.661391 sec): 3 clusters Score: Raw -962397.414587 + Penalty 2881.272168 = -959516.142419 nChanged 7 SP:Iteration 41Q (658.689953 sec): 3 clusters Score: Raw -962398.942653 + Penalty 2881.272168 = -959517.670485 nChanged 6 SP:Iteration 42Q (658.726364 sec): 3 clusters Score: Raw -962400.378330 + Penalty 2881.272168 = -959519.106161 nChanged 3 SP:Iteration 43Q (658.753079 sec): 3 clusters Score: Raw -962401.060488 + Penalty 2881.272168 = -959519.788320 nChanged 2 SP:Iteration 44Q (658.793150 sec): 3 clusters Score: Raw -962401.561017 + Penalty 2881.272168 = -959520.288849 nChanged 4 SP:Iteration 45Q (658.821840 sec): 3 clusters Score: Raw -962402.873798 + Penalty 2881.272168 = -959521.601629 nChanged 5 SP:Iteration 46Q (658.850897 sec): 3 clusters Score: Raw -962404.187996 + Penalty 2881.272168 = -959522.915827 nChanged 7 SP:Iteration 47Q (658.898097 sec): 3 clusters Score: Raw -962406.423610 + Penalty 2881.272168 = -959525.151442 nChanged 9 SP:Iteration 48Q (658.921858 sec): 3 clusters Score: Raw -962408.670261 + Penalty 2881.272168 = -959527.398092 nChanged 7 SP:Iteration 49Q (658.945546 sec): 3 clusters Score: Raw -962410.087668 + Penalty 2881.272168 = -959528.815499 nChanged 5 SP:Iteration 50Q (658.985628 sec): 3 clusters Score: Raw -962411.353261 + Penalty 2881.272168 = -959530.081092 nChanged 9 SP:Iteration 51Q (659.009307 sec): 3 clusters Score: Raw -962413.228193 + Penalty 2881.272168 = -959531.956025 nChanged 8 SP:Iteration 52Q (659.063829 sec): 3 clusters Score: Raw -962415.331528 + Penalty 2881.272168 = -959534.059359 nChanged 6 SP:Iteration 53Q (659.102672 sec): 3 clusters Score: Raw -962416.354903 + Penalty 2881.272168 = -959535.082735 nChanged 5 SP:Iteration 54Q (659.126528 sec): 3 clusters Score: Raw -962417.694211 + Penalty 2881.272168 = -959536.422043 nChanged 5 SP:Iteration 55Q (659.155820 sec): 3 clusters Score: Raw -962418.395297 + Penalty 2881.272168 = -959537.123128 nChanged 5 SP:Iteration 56Q (659.179648 sec): 3 clusters Score: Raw -962419.248475 + Penalty 2881.272168 = -959537.976306 nChanged 5 SP:Iteration 57Q (659.207950 sec): 3 clusters Score: Raw -962420.082272 + Penalty 2881.272168 = -959538.810104 nChanged 2 SP:Iteration 58Q (659.238448 sec): 3 clusters Score: Raw -962420.525417 + Penalty 2881.272168 = -959539.253249 nChanged 4 SP:Iteration 59Q (659.267813 sec): 3 clusters Score: Raw -962421.516885 + Penalty 2881.272168 = -959540.244717 nChanged 4 SP:Iteration 60F (659.298276 sec): 3 clusters Score: Raw -962422.193601 + Penalty 2881.272168 = -959540.921433 nChanged 3 SP:Iteration 61Q (659.328443 sec): 3 clusters Score: Raw -962423.253592 + Penalty 2881.272168 = -959541.981423 nChanged 4 SP:Iteration 62Q (659.358199 sec): 3 clusters Score: Raw -962424.606469 + Penalty 2881.272168 = -959543.334300 nChanged 5 SP:Iteration 63Q (659.388684 sec): 3 clusters Score: Raw -962425.667773 + Penalty 2881.272168 = -959544.395604 nChanged 10 SP:Iteration 64Q (659.419097 sec): 3 clusters Score: Raw -962427.503412 + Penalty 2881.272168 = -959546.231244 nChanged 7 SP:Iteration 65Q (659.448789 sec): 3 clusters Score: Raw -962428.704253 + Penalty 2881.272168 = -959547.432085 nChanged 13 SP:Iteration 66Q (659.478753 sec): 3 clusters Score: Raw -962431.273408 + Penalty 2881.272168 = -959550.001240 nChanged 14 SP:Iteration 67Q (659.508225 sec): 3 clusters Score: Raw -962434.310510 + Penalty 2881.272168 = -959553.038341 nChanged 12 SP:Iteration 68Q (659.532084 sec): 3 clusters Score: Raw -962437.602480 + Penalty 2881.272168 = -959556.330311 nChanged 17 SP:Iteration 69Q (659.589578 sec): 3 clusters Score: Raw -962442.549160 + Penalty 2881.272168 = -959561.276991 nChanged 16 SP:Iteration 70Q (659.650882 sec): 3 clusters Score: Raw -962447.171092 + Penalty 2881.272168 = -959565.898924 nChanged 19 SP:Iteration 71Q (659.668269 sec): 3 clusters Score: Raw -962452.980274 + Penalty 2881.272168 = -959571.708106 nChanged 18 SP:Iteration 72Q (659.714268 sec): 3 clusters Score: Raw -962457.294267 + Penalty 2881.272168 = -959576.022098 nChanged 17 SP:Iteration 73Q (659.741070 sec): 3 clusters Score: Raw -962460.799668 + Penalty 2881.272168 = -959579.527500 nChanged 12 SP:Iteration 74Q (659.770554 sec): 3 clusters Score: Raw -962463.493488 + Penalty 2881.272168 = -959582.221320 nChanged 11 SP:Iteration 75Q (659.794323 sec): 3 clusters Score: Raw -962466.460515 + Penalty 2881.272168 = -959585.188347 nChanged 12 SP:Iteration 76Q (659.818003 sec): 3 clusters Score: Raw -962471.045637 + Penalty 2881.272168 = -959589.773469 nChanged 18 SP:Iteration 77Q (659.841679 sec): 3 clusters Score: Raw -962479.609592 + Penalty 2881.272168 = -959598.337423 nChanged 19 SP:Iteration 78Q (659.871059 sec): 3 clusters Score: Raw -962486.833522 + Penalty 2881.272168 = -959605.561353 nChanged 17 SP:Iteration 79Q (659.901285 sec): 3 clusters Score: Raw -962494.207406 + Penalty 2881.272168 = -959612.935238 nChanged 13 SP:Iteration 80F (659.958094 sec): 3 clusters Score: Raw -962500.285362 + Penalty 2881.272168 = -959619.013194 nChanged 8 SP:Iteration 81Q (659.984757 sec): 3 clusters Score: Raw -962504.256969 + Penalty 2881.272168 = -959622.984801 nChanged 10 SP:Iteration 82Q (660.012773 sec): 3 clusters Score: Raw -962509.555973 + Penalty 2881.272168 = -959628.283804 nChanged 14 SP:Iteration 83Q (660.039982 sec): 3 clusters Score: Raw -962514.743120 + Penalty 2881.272168 = -959633.470951 nChanged 6 SP:Iteration 84Q (660.070264 sec): 3 clusters Score: Raw -962516.499336 + Penalty 2881.272168 = -959635.227168 nChanged 8 SP:Iteration 85Q (660.100351 sec): 3 clusters Score: Raw -962518.943509 + Penalty 2881.272168 = -959637.671340 nChanged 8 SP:Iteration 86Q (660.123963 sec): 3 clusters Score: Raw -962521.861891 + Penalty 2881.272168 = -959640.589723 nChanged 5 SP:Iteration 87Q (660.147642 sec): 3 clusters Score: Raw -962523.832318 + Penalty 2881.272168 = -959642.560149 nChanged 6 SP:Iteration 88Q (660.177328 sec): 3 clusters Score: Raw -962525.845531 + Penalty 2881.272168 = -959644.573363 nChanged 3 SP:Iteration 89Q (660.201116 sec): 3 clusters Score: Raw -962526.972325 + Penalty 2881.272168 = -959645.700156 nChanged 5 SP:Iteration 90Q (660.231371 sec): 3 clusters Score: Raw -962528.890991 + Penalty 2881.272168 = -959647.618823 nChanged 3 SP:Iteration 91Q (660.255251 sec): 3 clusters Score: Raw -962529.912951 + Penalty 2881.272168 = -959648.640782 nChanged 2 SP:Iteration 92Q (660.285079 sec): 3 clusters Score: Raw -962530.764141 + Penalty 2881.272168 = -959649.491973 nChanged 5 SP:Iteration 93Q (660.315571 sec): 3 clusters Score: Raw -962533.102318 + Penalty 2881.272168 = -959651.830150 nChanged 4 SP:Iteration 94Q (660.338990 sec): 3 clusters Score: Raw -962534.445173 + Penalty 2881.272168 = -959653.173004 nChanged 2 SP:Iteration 95Q (660.362573 sec): 3 clusters Score: Raw -962534.698962 + Penalty 2881.272168 = -959653.426794 nChanged 1 SP:Iteration 96Q (660.385730 sec): 3 clusters Score: Raw -962534.953283 + Penalty 2881.272168 = -959653.681114 nChanged 0 SP:Iteration 97F (660.409721 sec): 3 clusters Score: Raw -962534.953283 + Penalty 2881.272168 = -959653.681114 nChanged 0 Trying to split cluster 14 (7214 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (660.442544 sec): 2 clusters Score: Raw -960243.289877 + Penalty 1443.614065 = -958799.675812 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (660.491946 sec): 3 clusters Score: Raw -956306.976988 + Penalty 2887.228130 = -953419.748858 nChanged 3024 SP:Iteration 1F (660.546291 sec): 3 clusters Score: Raw -957888.256059 + Penalty 2887.228130 = -955001.027929 nChanged 466 SP:Iteration 2F (660.600281 sec): 3 clusters Score: Raw -958103.516197 + Penalty 2887.228130 = -955216.288067 nChanged 362 SP:Iteration 3F (660.653828 sec): 3 clusters Score: Raw -958261.425353 + Penalty 2887.228130 = -955374.197223 nChanged 331 SP:Iteration 4Q (660.706626 sec): 3 clusters Score: Raw -958394.503803 + Penalty 2887.228130 = -955507.275673 nChanged 269 SP:Iteration 5Q (660.751262 sec): 3 clusters Score: Raw -958497.282578 + Penalty 2887.228130 = -955610.054448 nChanged 226 SP:Iteration 6Q (660.811038 sec): 3 clusters Score: Raw -958590.040162 + Penalty 2887.228130 = -955702.812032 nChanged 227 SP:Iteration 7Q (660.872320 sec): 3 clusters Score: Raw -958691.211296 + Penalty 2887.228130 = -955803.983167 nChanged 232 SP:Iteration 8Q (660.912786 sec): 3 clusters Score: Raw -958808.746343 + Penalty 2887.228130 = -955921.518213 nChanged 257 SP:Iteration 9Q (660.961702 sec): 3 clusters Score: Raw -958936.522779 + Penalty 2887.228130 = -956049.294649 nChanged 270 SP:Iteration 10Q (661.016791 sec): 3 clusters Score: Raw -959084.424994 + Penalty 2887.228130 = -956197.196864 nChanged 284 SP:Iteration 11Q (661.074486 sec): 3 clusters Score: Raw -959260.700331 + Penalty 2887.228130 = -956373.472201 nChanged 286 SP:Iteration 12Q (661.106291 sec): 3 clusters Score: Raw -959450.966531 + Penalty 2887.228130 = -956563.738401 nChanged 283 SP:Iteration 13Q (661.170942 sec): 3 clusters Score: Raw -959659.456751 + Penalty 2887.228130 = -956772.228621 nChanged 279 SP:Iteration 14Q (661.208038 sec): 3 clusters Score: Raw -959894.430028 + Penalty 2887.228130 = -957007.201898 nChanged 218 SP:Iteration 15Q (661.257494 sec): 3 clusters Score: Raw -960069.500701 + Penalty 2887.228130 = -957182.272571 nChanged 151 SP:Iteration 16Q (661.309061 sec): 3 clusters Score: Raw -960210.338435 + Penalty 2887.228130 = -957323.110305 nChanged 102 SP:Iteration 17Q (661.364611 sec): 3 clusters Score: Raw -960299.389855 + Penalty 2887.228130 = -957412.161725 nChanged 50 SP:Iteration 18Q (661.408650 sec): 3 clusters Score: Raw -960346.359067 + Penalty 2887.228130 = -957459.130937 nChanged 35 SP:Iteration 19Q (661.470095 sec): 3 clusters Score: Raw -960381.106425 + Penalty 2887.228130 = -957493.878295 nChanged 21 SP:Iteration 20F (661.514785 sec): 3 clusters Score: Raw -960401.204975 + Penalty 2887.228130 = -957513.976845 nChanged 15 SP:Iteration 21Q (661.566885 sec): 3 clusters Score: Raw -960411.741787 + Penalty 2887.228130 = -957524.513657 nChanged 11 SP:Iteration 22Q (661.612470 sec): 3 clusters Score: Raw -960418.916080 + Penalty 2887.228130 = -957531.687950 nChanged 8 SP:Iteration 23Q (661.666532 sec): 3 clusters Score: Raw -960427.458444 + Penalty 2887.228130 = -957540.230314 nChanged 6 SP:Iteration 24Q (661.718899 sec): 3 clusters Score: Raw -960432.150665 + Penalty 2887.228130 = -957544.922535 nChanged 7 SP:Iteration 25Q (661.755920 sec): 3 clusters Score: Raw -960438.694896 + Penalty 2887.228130 = -957551.466766 nChanged 5 SP:Iteration 26Q (661.804874 sec): 3 clusters Score: Raw -960443.340107 + Penalty 2887.228130 = -957556.111977 nChanged 5 SP:Iteration 27Q (661.850664 sec): 3 clusters Score: Raw -960447.692639 + Penalty 2887.228130 = -957560.464509 nChanged 4 SP:Iteration 28Q (661.896005 sec): 3 clusters Score: Raw -960449.826522 + Penalty 2887.228130 = -957562.598392 nChanged 0 SP:Iteration 29F (661.951849 sec): 3 clusters Score: Raw -960449.826522 + Penalty 2887.228130 = -957562.598392 nChanged 0 Trying to split cluster 15 (44206 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (662.019063 sec): 2 clusters Score: Raw -5734760.705452 + Penalty 1738.200068 = -5733022.505384 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (662.109376 sec): 3 clusters Score: Raw -5706806.002901 + Penalty 3476.400137 = -5703329.602764 nChanged 20748 SP:Iteration 1F (662.212819 sec): 3 clusters Score: Raw -5718567.669382 + Penalty 3476.400137 = -5715091.269246 nChanged 2145 SP:Iteration 2Q (662.315335 sec): 3 clusters Score: Raw -5719487.872493 + Penalty 3476.400137 = -5716011.472357 nChanged 2431 SP:Iteration 3F (662.423007 sec): 3 clusters Score: Raw -5720843.213942 + Penalty 3476.400137 = -5717366.813805 nChanged 2819 SP:Iteration 4F (662.517105 sec): 3 clusters Score: Raw -5722780.883674 + Penalty 3476.400137 = -5719304.483537 nChanged 3195 SP:Iteration 5F (662.618211 sec): 3 clusters Score: Raw -5725201.830327 + Penalty 3476.400137 = -5721725.430190 nChanged 3245 SP:Iteration 6F (662.721775 sec): 3 clusters Score: Raw -5727833.618656 + Penalty 3476.400137 = -5724357.218519 nChanged 2798 SP:Iteration 7F (662.828476 sec): 3 clusters Score: Raw -5729843.049957 + Penalty 3476.400137 = -5726366.649821 nChanged 2067 SP:Iteration 8Q (662.944163 sec): 3 clusters Score: Raw -5730997.028766 + Penalty 3476.400137 = -5727520.628630 nChanged 1426 SP:Iteration 9Q (663.052016 sec): 3 clusters Score: Raw -5731577.125303 + Penalty 3476.400137 = -5728100.725167 nChanged 940 SP:Iteration 10Q (663.162081 sec): 3 clusters Score: Raw -5731886.999342 + Penalty 3476.400137 = -5728410.599205 nChanged 716 SP:Iteration 11Q (663.272167 sec): 3 clusters Score: Raw -5732083.155520 + Penalty 3476.400137 = -5728606.755383 nChanged 562 SP:Iteration 12Q (663.381563 sec): 3 clusters Score: Raw -5732216.992588 + Penalty 3476.400137 = -5728740.592451 nChanged 435 SP:Iteration 13Q (663.490977 sec): 3 clusters Score: Raw -5732309.633997 + Penalty 3476.400137 = -5728833.233860 nChanged 386 SP:Iteration 14Q (663.600767 sec): 3 clusters Score: Raw -5732386.576429 + Penalty 3476.400137 = -5728910.176293 nChanged 380 SP:Iteration 15Q (663.709479 sec): 3 clusters Score: Raw -5732461.374103 + Penalty 3476.400137 = -5728984.973967 nChanged 363 SP:Iteration 16Q (663.820325 sec): 3 clusters Score: Raw -5732523.955435 + Penalty 3476.400137 = -5729047.555298 nChanged 297 SP:Iteration 17Q (663.931297 sec): 3 clusters Score: Raw -5732570.116658 + Penalty 3476.400137 = -5729093.716521 nChanged 272 SP:Iteration 18Q (664.044509 sec): 3 clusters Score: Raw -5732609.717248 + Penalty 3476.400137 = -5729133.317111 nChanged 231 SP:Iteration 19Q (664.147098 sec): 3 clusters Score: Raw -5732643.199985 + Penalty 3476.400137 = -5729166.799848 nChanged 221 SP:Iteration 20F (664.263193 sec): 3 clusters Score: Raw -5732674.362426 + Penalty 3476.400137 = -5729197.962290 nChanged 207 SP:Iteration 21Q (664.376129 sec): 3 clusters Score: Raw -5732700.677330 + Penalty 3476.400137 = -5729224.277193 nChanged 215 SP:Iteration 22Q (664.483978 sec): 3 clusters Score: Raw -5732729.222323 + Penalty 3476.400137 = -5729252.822186 nChanged 216 SP:Iteration 23Q (664.597185 sec): 3 clusters Score: Raw -5732759.422821 + Penalty 3476.400137 = -5729283.022684 nChanged 218 SP:Iteration 24Q (664.698178 sec): 3 clusters Score: Raw -5732786.404463 + Penalty 3476.400137 = -5729310.004326 nChanged 177 SP:Iteration 25Q (664.781298 sec): 3 clusters Score: Raw -5732806.893520 + Penalty 3476.400137 = -5729330.493384 nChanged 178 SP:Iteration 26Q (664.856969 sec): 3 clusters Score: Raw -5732827.488290 + Penalty 3476.400137 = -5729351.088153 nChanged 185 SP:Iteration 27Q (664.933355 sec): 3 clusters Score: Raw -5732846.920006 + Penalty 3476.400137 = -5729370.519869 nChanged 176 SP:Iteration 28Q (665.011236 sec): 3 clusters Score: Raw -5732867.515451 + Penalty 3476.400137 = -5729391.115314 nChanged 177 SP:Iteration 29Q (665.094051 sec): 3 clusters Score: Raw -5732888.718665 + Penalty 3476.400137 = -5729412.318528 nChanged 193 SP:Iteration 30Q (665.169593 sec): 3 clusters Score: Raw -5732911.325366 + Penalty 3476.400137 = -5729434.925229 nChanged 193 SP:Iteration 31Q (665.246021 sec): 3 clusters Score: Raw -5732938.647923 + Penalty 3476.400137 = -5729462.247786 nChanged 220 SP:Iteration 32Q (665.321335 sec): 3 clusters Score: Raw -5732969.858344 + Penalty 3476.400137 = -5729493.458207 nChanged 237 SP:Iteration 33Q (665.402510 sec): 3 clusters Score: Raw -5733004.888663 + Penalty 3476.400137 = -5729528.488526 nChanged 236 SP:Iteration 34Q (665.477079 sec): 3 clusters Score: Raw -5733039.753831 + Penalty 3476.400137 = -5729563.353694 nChanged 228 SP:Iteration 35Q (665.553747 sec): 3 clusters Score: Raw -5733074.580259 + Penalty 3476.400137 = -5729598.180122 nChanged 236 SP:Iteration 36Q (665.636319 sec): 3 clusters Score: Raw -5733114.356325 + Penalty 3476.400137 = -5729637.956188 nChanged 257 SP:Iteration 37Q (665.711002 sec): 3 clusters Score: Raw -5733159.678353 + Penalty 3476.400137 = -5729683.278216 nChanged 269 SP:Iteration 38Q (665.786166 sec): 3 clusters Score: Raw -5733213.025202 + Penalty 3476.400137 = -5729736.625065 nChanged 303 SP:Iteration 39Q (665.860465 sec): 3 clusters Score: Raw -5733274.476402 + Penalty 3476.400137 = -5729798.076265 nChanged 287 SP:Iteration 40F (665.966801 sec): 3 clusters Score: Raw -5733335.878204 + Penalty 3476.400137 = -5729859.478067 nChanged 306 SP:Iteration 41Q (666.075378 sec): 3 clusters Score: Raw -5733397.372498 + Penalty 3476.400137 = -5729920.972362 nChanged 311 SP:Iteration 42Q (666.182656 sec): 3 clusters Score: Raw -5733467.533957 + Penalty 3476.400137 = -5729991.133820 nChanged 327 SP:Iteration 43Q (666.285485 sec): 3 clusters Score: Raw -5733543.125745 + Penalty 3476.400137 = -5730066.725609 nChanged 332 SP:Iteration 44Q (666.387346 sec): 3 clusters Score: Raw -5733616.659138 + Penalty 3476.400137 = -5730140.259001 nChanged 301 SP:Iteration 45Q (666.488925 sec): 3 clusters Score: Raw -5733687.604506 + Penalty 3476.400137 = -5730211.204369 nChanged 298 SP:Iteration 46Q (666.591157 sec): 3 clusters Score: Raw -5733759.816886 + Penalty 3476.400137 = -5730283.416750 nChanged 302 SP:Iteration 47Q (666.695971 sec): 3 clusters Score: Raw -5733833.228034 + Penalty 3476.400137 = -5730356.827897 nChanged 317 SP:Iteration 48Q (666.793171 sec): 3 clusters Score: Raw -5733911.694227 + Penalty 3476.400137 = -5730435.294091 nChanged 299 SP:Iteration 49Q (666.894315 sec): 3 clusters Score: Raw -5733983.086379 + Penalty 3476.400137 = -5730506.686242 nChanged 285 SP:Iteration 50Q (666.998335 sec): 3 clusters Score: Raw -5734048.312880 + Penalty 3476.400137 = -5730571.912744 nChanged 274 SP:Iteration 51Q (667.105178 sec): 3 clusters Score: Raw -5734112.868719 + Penalty 3476.400137 = -5730636.468583 nChanged 283 SP:Iteration 52Q (667.207934 sec): 3 clusters Score: Raw -5734190.460972 + Penalty 3476.400137 = -5730714.060836 nChanged 285 SP:Iteration 53Q (667.314182 sec): 3 clusters Score: Raw -5734265.709980 + Penalty 3476.400137 = -5730789.309843 nChanged 256 SP:Iteration 54Q (667.420451 sec): 3 clusters Score: Raw -5734337.575231 + Penalty 3476.400137 = -5730861.175094 nChanged 265 SP:Iteration 55Q (667.526513 sec): 3 clusters Score: Raw -5734418.920488 + Penalty 3476.400137 = -5730942.520352 nChanged 280 SP:Iteration 56Q (667.622429 sec): 3 clusters Score: Raw -5734500.266430 + Penalty 3476.400137 = -5731023.866293 nChanged 240 SP:Iteration 57Q (667.729643 sec): 3 clusters Score: Raw -5734562.696862 + Penalty 3476.400137 = -5731086.296725 nChanged 205 SP:Iteration 58Q (667.834306 sec): 3 clusters Score: Raw -5734618.249480 + Penalty 3476.400137 = -5731141.849343 nChanged 209 SP:Iteration 59Q (667.930273 sec): 3 clusters Score: Raw -5734675.781020 + Penalty 3476.400137 = -5731199.380883 nChanged 192 SP:Iteration 60F (668.043472 sec): 3 clusters Score: Raw -5734724.627988 + Penalty 3476.400137 = -5731248.227851 nChanged 175 SP:Iteration 61Q (668.147424 sec): 3 clusters Score: Raw -5734770.841859 + Penalty 3476.400137 = -5731294.441722 nChanged 164 SP:Iteration 62Q (668.252595 sec): 3 clusters Score: Raw -5734813.522919 + Penalty 3476.400137 = -5731337.122782 nChanged 151 SP:Iteration 63Q (668.351310 sec): 3 clusters Score: Raw -5734856.350508 + Penalty 3476.400137 = -5731379.950371 nChanged 150 SP:Iteration 64Q (668.444096 sec): 3 clusters Score: Raw -5734901.221229 + Penalty 3476.400137 = -5731424.821092 nChanged 132 SP:Iteration 65Q (668.538247 sec): 3 clusters Score: Raw -5734941.985185 + Penalty 3476.400137 = -5731465.585048 nChanged 143 SP:Iteration 66Q (668.637085 sec): 3 clusters Score: Raw -5734980.086091 + Penalty 3476.400137 = -5731503.685954 nChanged 115 SP:Iteration 67Q (668.740151 sec): 3 clusters Score: Raw -5735011.356517 + Penalty 3476.400137 = -5731534.956380 nChanged 120 SP:Iteration 68Q (668.842835 sec): 3 clusters Score: Raw -5735047.424530 + Penalty 3476.400137 = -5731571.024394 nChanged 102 SP:Iteration 69Q (668.945317 sec): 3 clusters Score: Raw -5735078.896060 + Penalty 3476.400137 = -5731602.495923 nChanged 92 SP:Iteration 70Q (669.047535 sec): 3 clusters Score: Raw -5735109.291728 + Penalty 3476.400137 = -5731632.891591 nChanged 84 SP:Iteration 71Q (669.149786 sec): 3 clusters Score: Raw -5735139.317023 + Penalty 3476.400137 = -5731662.916886 nChanged 81 SP:Iteration 72Q (669.249625 sec): 3 clusters Score: Raw -5735159.897517 + Penalty 3476.400137 = -5731683.497381 nChanged 56 SP:Iteration 73Q (669.343125 sec): 3 clusters Score: Raw -5735174.049926 + Penalty 3476.400137 = -5731697.649790 nChanged 53 SP:Iteration 74Q (669.436722 sec): 3 clusters Score: Raw -5735189.344708 + Penalty 3476.400137 = -5731712.944572 nChanged 52 SP:Iteration 75Q (669.537643 sec): 3 clusters Score: Raw -5735204.334303 + Penalty 3476.400137 = -5731727.934166 nChanged 45 SP:Iteration 76Q (669.639776 sec): 3 clusters Score: Raw -5735215.391081 + Penalty 3476.400137 = -5731738.990944 nChanged 39 SP:Iteration 77Q (669.739610 sec): 3 clusters Score: Raw -5735226.991879 + Penalty 3476.400137 = -5731750.591742 nChanged 43 SP:Iteration 78Q (669.841034 sec): 3 clusters Score: Raw -5735241.027573 + Penalty 3476.400137 = -5731764.627436 nChanged 42 SP:Iteration 79Q (669.941374 sec): 3 clusters Score: Raw -5735253.399364 + Penalty 3476.400137 = -5731776.999228 nChanged 34 SP:Iteration 80F (670.045307 sec): 3 clusters Score: Raw -5735264.310600 + Penalty 3476.400137 = -5731787.910463 nChanged 24 SP:Iteration 81Q (670.136337 sec): 3 clusters Score: Raw -5735270.609706 + Penalty 3476.400137 = -5731794.209569 nChanged 19 SP:Iteration 82Q (670.227331 sec): 3 clusters Score: Raw -5735275.147672 + Penalty 3476.400137 = -5731798.747535 nChanged 14 SP:Iteration 83Q (670.318425 sec): 3 clusters Score: Raw -5735278.234761 + Penalty 3476.400137 = -5731801.834624 nChanged 11 SP:Iteration 84Q (670.411874 sec): 3 clusters Score: Raw -5735280.281758 + Penalty 3476.400137 = -5731803.881622 nChanged 8 SP:Iteration 85Q (670.510113 sec): 3 clusters Score: Raw -5735282.158266 + Penalty 3476.400137 = -5731805.758129 nChanged 6 SP:Iteration 86Q (670.584425 sec): 3 clusters Score: Raw -5735283.304851 + Penalty 3476.400137 = -5731806.904714 nChanged 6 SP:Iteration 87Q (670.649702 sec): 3 clusters Score: Raw -5735284.452276 + Penalty 3476.400137 = -5731808.052139 nChanged 5 SP:Iteration 88Q (670.738143 sec): 3 clusters Score: Raw -5735285.684038 + Penalty 3476.400137 = -5731809.283901 nChanged 5 SP:Iteration 89Q (670.836976 sec): 3 clusters Score: Raw -5735287.470623 + Penalty 3476.400137 = -5731811.070486 nChanged 9 SP:Iteration 90Q (670.919006 sec): 3 clusters Score: Raw -5735289.640000 + Penalty 3476.400137 = -5731813.239863 nChanged 7 SP:Iteration 91Q (671.021274 sec): 3 clusters Score: Raw -5735290.883390 + Penalty 3476.400137 = -5731814.483253 nChanged 4 SP:Iteration 92Q (671.117785 sec): 3 clusters Score: Raw -5735291.845758 + Penalty 3476.400137 = -5731815.445621 nChanged 4 SP:Iteration 93Q (671.204759 sec): 3 clusters Score: Raw -5735293.342302 + Penalty 3476.400137 = -5731816.942165 nChanged 8 SP:Iteration 94Q (671.307604 sec): 3 clusters Score: Raw -5735295.911470 + Penalty 3476.400137 = -5731819.511333 nChanged 7 SP:Iteration 95Q (671.397160 sec): 3 clusters Score: Raw -5735298.074201 + Penalty 3476.400137 = -5731821.674064 nChanged 8 SP:Iteration 96Q (671.491851 sec): 3 clusters Score: Raw -5735300.822641 + Penalty 3476.400137 = -5731824.422504 nChanged 15 SP:Iteration 97Q (671.585367 sec): 3 clusters Score: Raw -5735304.834164 + Penalty 3476.400137 = -5731828.434027 nChanged 9 SP:Iteration 98Q (671.678931 sec): 3 clusters Score: Raw -5735306.464333 + Penalty 3476.400137 = -5731830.064197 nChanged 7 SP:Iteration 99Q (671.768582 sec): 3 clusters Score: Raw -5735308.455778 + Penalty 3476.400137 = -5731832.055641 nChanged 9 SP:Iteration 100F (671.848332 sec): 3 clusters Score: Raw -5735310.315759 + Penalty 3476.400137 = -5731833.915622 nChanged 3 SP:Iteration 101Q (671.918299 sec): 3 clusters Score: Raw -5735310.734218 + Penalty 3476.400137 = -5731834.334081 nChanged 1 SP:Iteration 102Q (671.987011 sec): 3 clusters Score: Raw -5735311.012222 + Penalty 3476.400137 = -5731834.612085 nChanged 0 SP:Iteration 103F (672.067859 sec): 3 clusters Score: Raw -5735311.012222 + Penalty 3476.400137 = -5731834.612085 nChanged 0 Trying to split cluster 16 (38170 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (672.118106 sec): 2 clusters Score: Raw -4688339.671453 + Penalty 1714.343336 = -4686625.328117 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (672.219252 sec): 3 clusters Score: Raw -4664467.735611 + Penalty 3428.686672 = -4661039.048939 nChanged 17667 SP:Iteration 1F (672.323420 sec): 3 clusters Score: Raw -4674839.807342 + Penalty 3428.686672 = -4671411.120670 nChanged 2142 SP:Iteration 2F (672.429003 sec): 3 clusters Score: Raw -4675815.428116 + Penalty 3428.686672 = -4672386.741444 nChanged 2263 SP:Iteration 3F (672.528464 sec): 3 clusters Score: Raw -4677007.093291 + Penalty 3428.686672 = -4673578.406618 nChanged 2391 SP:Iteration 4F (672.621660 sec): 3 clusters Score: Raw -4678394.314497 + Penalty 3428.686672 = -4674965.627825 nChanged 2367 SP:Iteration 5F (672.721802 sec): 3 clusters Score: Raw -4680011.900788 + Penalty 3428.686672 = -4676583.214116 nChanged 2292 SP:Iteration 6F (672.820234 sec): 3 clusters Score: Raw -4681848.353738 + Penalty 3428.686672 = -4678419.667066 nChanged 2063 SP:Iteration 7F (672.920360 sec): 3 clusters Score: Raw -4683670.108798 + Penalty 3428.686672 = -4680241.422125 nChanged 1715 SP:Iteration 8Q (673.023431 sec): 3 clusters Score: Raw -4685056.897344 + Penalty 3428.686672 = -4681628.210672 nChanged 1264 SP:Iteration 9Q (673.118339 sec): 3 clusters Score: Raw -4685957.181458 + Penalty 3428.686672 = -4682528.494786 nChanged 947 SP:Iteration 10Q (673.209158 sec): 3 clusters Score: Raw -4686561.293205 + Penalty 3428.686672 = -4683132.606533 nChanged 738 SP:Iteration 11Q (673.298584 sec): 3 clusters Score: Raw -4686984.586311 + Penalty 3428.686672 = -4683555.899639 nChanged 616 SP:Iteration 12Q (673.394066 sec): 3 clusters Score: Raw -4687332.204127 + Penalty 3428.686672 = -4683903.517455 nChanged 523 SP:Iteration 13Q (673.488994 sec): 3 clusters Score: Raw -4687571.051044 + Penalty 3428.686672 = -4684142.364372 nChanged 409 SP:Iteration 14Q (673.583115 sec): 3 clusters Score: Raw -4687730.134913 + Penalty 3428.686672 = -4684301.448240 nChanged 334 SP:Iteration 15Q (673.678247 sec): 3 clusters Score: Raw -4687852.685604 + Penalty 3428.686672 = -4684423.998932 nChanged 287 SP:Iteration 16Q (673.770226 sec): 3 clusters Score: Raw -4687947.048130 + Penalty 3428.686672 = -4684518.361458 nChanged 266 SP:Iteration 17Q (673.859897 sec): 3 clusters Score: Raw -4688030.068027 + Penalty 3428.686672 = -4684601.381355 nChanged 238 SP:Iteration 18Q (673.957945 sec): 3 clusters Score: Raw -4688102.878882 + Penalty 3428.686672 = -4684674.192210 nChanged 217 SP:Iteration 19Q (674.047712 sec): 3 clusters Score: Raw -4688165.905974 + Penalty 3428.686672 = -4684737.219302 nChanged 197 SP:Iteration 20F (674.144107 sec): 3 clusters Score: Raw -4688226.512750 + Penalty 3428.686672 = -4684797.826077 nChanged 184 SP:Iteration 21Q (674.242834 sec): 3 clusters Score: Raw -4688286.255042 + Penalty 3428.686672 = -4684857.568369 nChanged 161 SP:Iteration 22Q (674.340227 sec): 3 clusters Score: Raw -4688337.466066 + Penalty 3428.686672 = -4684908.779393 nChanged 159 SP:Iteration 23Q (674.433262 sec): 3 clusters Score: Raw -4688390.149843 + Penalty 3428.686672 = -4684961.463171 nChanged 140 SP:Iteration 24Q (674.537680 sec): 3 clusters Score: Raw -4688430.444440 + Penalty 3428.686672 = -4685001.757768 nChanged 130 SP:Iteration 25Q (674.634221 sec): 3 clusters Score: Raw -4688467.182615 + Penalty 3428.686672 = -4685038.495943 nChanged 108 SP:Iteration 26Q (674.720549 sec): 3 clusters Score: Raw -4688497.185008 + Penalty 3428.686672 = -4685068.498336 nChanged 103 SP:Iteration 27Q (674.822863 sec): 3 clusters Score: Raw -4688526.059327 + Penalty 3428.686672 = -4685097.372655 nChanged 96 SP:Iteration 28Q (674.919255 sec): 3 clusters Score: Raw -4688556.330095 + Penalty 3428.686672 = -4685127.643423 nChanged 99 SP:Iteration 29Q (674.993351 sec): 3 clusters Score: Raw -4688586.346161 + Penalty 3428.686672 = -4685157.659488 nChanged 85 SP:Iteration 30Q (675.089736 sec): 3 clusters Score: Raw -4688609.644217 + Penalty 3428.686672 = -4685180.957545 nChanged 70 SP:Iteration 31Q (675.174146 sec): 3 clusters Score: Raw -4688627.708134 + Penalty 3428.686672 = -4685199.021462 nChanged 50 SP:Iteration 32Q (675.267675 sec): 3 clusters Score: Raw -4688640.893493 + Penalty 3428.686672 = -4685212.206821 nChanged 49 SP:Iteration 33Q (675.368795 sec): 3 clusters Score: Raw -4688654.092767 + Penalty 3428.686672 = -4685225.406095 nChanged 45 SP:Iteration 34Q (675.441113 sec): 3 clusters Score: Raw -4688667.519288 + Penalty 3428.686672 = -4685238.832616 nChanged 53 SP:Iteration 35Q (675.533696 sec): 3 clusters Score: Raw -4688685.907922 + Penalty 3428.686672 = -4685257.221250 nChanged 55 SP:Iteration 36Q (675.592464 sec): 3 clusters Score: Raw -4688702.586088 + Penalty 3428.686672 = -4685273.899415 nChanged 44 SP:Iteration 37Q (675.651016 sec): 3 clusters Score: Raw -4688715.368397 + Penalty 3428.686672 = -4685286.681725 nChanged 46 SP:Iteration 38Q (675.716477 sec): 3 clusters Score: Raw -4688728.460565 + Penalty 3428.686672 = -4685299.773893 nChanged 29 SP:Iteration 39Q (675.780732 sec): 3 clusters Score: Raw -4688736.829760 + Penalty 3428.686672 = -4685308.143087 nChanged 23 SP:Iteration 40F (675.863887 sec): 3 clusters Score: Raw -4688741.841468 + Penalty 3428.686672 = -4685313.154796 nChanged 20 SP:Iteration 41Q (675.928834 sec): 3 clusters Score: Raw -4688746.390002 + Penalty 3428.686672 = -4685317.703330 nChanged 21 SP:Iteration 42Q (675.994754 sec): 3 clusters Score: Raw -4688753.095504 + Penalty 3428.686672 = -4685324.408832 nChanged 22 SP:Iteration 43Q (676.055277 sec): 3 clusters Score: Raw -4688759.369037 + Penalty 3428.686672 = -4685330.682365 nChanged 27 SP:Iteration 44Q (676.122521 sec): 3 clusters Score: Raw -4688767.655597 + Penalty 3428.686672 = -4685338.968924 nChanged 24 SP:Iteration 45Q (676.183870 sec): 3 clusters Score: Raw -4688773.411361 + Penalty 3428.686672 = -4685344.724689 nChanged 17 SP:Iteration 46Q (676.276183 sec): 3 clusters Score: Raw -4688777.187591 + Penalty 3428.686672 = -4685348.500918 nChanged 17 SP:Iteration 47Q (676.369181 sec): 3 clusters Score: Raw -4688782.069215 + Penalty 3428.686672 = -4685353.382543 nChanged 17 SP:Iteration 48Q (676.454662 sec): 3 clusters Score: Raw -4688786.256343 + Penalty 3428.686672 = -4685357.569671 nChanged 12 SP:Iteration 49Q (676.548802 sec): 3 clusters Score: Raw -4688788.817030 + Penalty 3428.686672 = -4685360.130357 nChanged 6 SP:Iteration 50Q (676.643675 sec): 3 clusters Score: Raw -4688790.716927 + Penalty 3428.686672 = -4685362.030254 nChanged 6 SP:Iteration 51Q (676.728126 sec): 3 clusters Score: Raw -4688792.288124 + Penalty 3428.686672 = -4685363.601451 nChanged 8 SP:Iteration 52Q (676.821897 sec): 3 clusters Score: Raw -4688794.915338 + Penalty 3428.686672 = -4685366.228666 nChanged 7 SP:Iteration 53Q (676.903548 sec): 3 clusters Score: Raw -4688796.962581 + Penalty 3428.686672 = -4685368.275908 nChanged 9 SP:Iteration 54Q (676.992778 sec): 3 clusters Score: Raw -4688799.267046 + Penalty 3428.686672 = -4685370.580373 nChanged 5 SP:Iteration 55Q (677.080663 sec): 3 clusters Score: Raw -4688800.721719 + Penalty 3428.686672 = -4685372.035047 nChanged 7 SP:Iteration 56Q (677.168098 sec): 3 clusters Score: Raw -4688802.083163 + Penalty 3428.686672 = -4685373.396491 nChanged 6 SP:Iteration 57Q (677.256362 sec): 3 clusters Score: Raw -4688803.286235 + Penalty 3428.686672 = -4685374.599563 nChanged 4 SP:Iteration 58Q (677.339997 sec): 3 clusters Score: Raw -4688804.251500 + Penalty 3428.686672 = -4685375.564828 nChanged 5 SP:Iteration 59Q (677.432565 sec): 3 clusters Score: Raw -4688805.566683 + Penalty 3428.686672 = -4685376.880010 nChanged 2 SP:Iteration 60F (677.531556 sec): 3 clusters Score: Raw -4688805.787248 + Penalty 3428.686672 = -4685377.100575 nChanged 1 SP:Iteration 61Q (677.624172 sec): 3 clusters Score: Raw -4688806.160365 + Penalty 3428.686672 = -4685377.473693 nChanged 3 SP:Iteration 62Q (677.710301 sec): 3 clusters Score: Raw -4688807.354485 + Penalty 3428.686672 = -4685378.667813 nChanged 5 SP:Iteration 63Q (677.797151 sec): 3 clusters Score: Raw -4688808.198457 + Penalty 3428.686672 = -4685379.511785 nChanged 1 SP:Iteration 64Q (677.890576 sec): 3 clusters Score: Raw -4688808.262095 + Penalty 3428.686672 = -4685379.575423 nChanged 0 SP:Iteration 65F (677.985542 sec): 3 clusters Score: Raw -4688808.262095 + Penalty 3428.686672 = -4685379.575423 nChanged 0 Trying to split cluster 17 (5784 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (678.010885 sec): 2 clusters Score: Raw -735257.108421 + Penalty 1407.713249 = -733849.395172 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (678.063161 sec): 3 clusters Score: Raw -732090.449197 + Penalty 2815.426498 = -729275.022698 nChanged 2473 SP:Iteration 1F (678.125014 sec): 3 clusters Score: Raw -733541.193443 + Penalty 2815.426498 = -730725.766945 nChanged 443 SP:Iteration 2F (678.164746 sec): 3 clusters Score: Raw -733803.661593 + Penalty 2815.426498 = -730988.235094 nChanged 353 SP:Iteration 3F (678.219558 sec): 3 clusters Score: Raw -734041.902111 + Penalty 2815.426498 = -731226.475613 nChanged 335 SP:Iteration 4F (678.272702 sec): 3 clusters Score: Raw -734256.700473 + Penalty 2815.426498 = -731441.273975 nChanged 287 SP:Iteration 5Q (678.330245 sec): 3 clusters Score: Raw -734436.497262 + Penalty 2815.426498 = -731621.070764 nChanged 291 SP:Iteration 6F (678.383572 sec): 3 clusters Score: Raw -734635.023523 + Penalty 2815.426498 = -731819.597024 nChanged 241 SP:Iteration 7Q (678.433305 sec): 3 clusters Score: Raw -734810.362175 + Penalty 2815.426498 = -731994.935677 nChanged 240 SP:Iteration 8Q (678.486287 sec): 3 clusters Score: Raw -734951.272767 + Penalty 2815.426498 = -732135.846268 nChanged 179 SP:Iteration 9Q (678.539366 sec): 3 clusters Score: Raw -735044.556877 + Penalty 2815.426498 = -732229.130379 nChanged 150 SP:Iteration 10Q (678.596422 sec): 3 clusters Score: Raw -735120.766305 + Penalty 2815.426498 = -732305.339807 nChanged 125 SP:Iteration 11Q (678.651598 sec): 3 clusters Score: Raw -735172.133776 + Penalty 2815.426498 = -732356.707278 nChanged 94 SP:Iteration 12Q (678.708479 sec): 3 clusters Score: Raw -735209.292500 + Penalty 2815.426498 = -732393.866002 nChanged 72 SP:Iteration 13Q (678.766476 sec): 3 clusters Score: Raw -735242.918868 + Penalty 2815.426498 = -732427.492370 nChanged 65 SP:Iteration 14Q (678.824072 sec): 3 clusters Score: Raw -735269.979975 + Penalty 2815.426498 = -732454.553477 nChanged 54 SP:Iteration 15Q (678.882454 sec): 3 clusters Score: Raw -735294.683092 + Penalty 2815.426498 = -732479.256593 nChanged 52 SP:Iteration 16Q (678.939292 sec): 3 clusters Score: Raw -735318.437839 + Penalty 2815.426498 = -732503.011341 nChanged 58 SP:Iteration 17Q (678.973901 sec): 3 clusters Score: Raw -735339.120290 + Penalty 2815.426498 = -732523.693792 nChanged 42 SP:Iteration 18Q (679.028037 sec): 3 clusters Score: Raw -735353.386943 + Penalty 2815.426498 = -732537.960445 nChanged 39 SP:Iteration 19Q (679.079423 sec): 3 clusters Score: Raw -735369.084333 + Penalty 2815.426498 = -732553.657834 nChanged 32 SP:Iteration 20F (679.122544 sec): 3 clusters Score: Raw -735381.545477 + Penalty 2815.426498 = -732566.118978 nChanged 30 SP:Iteration 21Q (679.168608 sec): 3 clusters Score: Raw -735393.157608 + Penalty 2815.426498 = -732577.731110 nChanged 30 SP:Iteration 22Q (679.224125 sec): 3 clusters Score: Raw -735407.406855 + Penalty 2815.426498 = -732591.980357 nChanged 43 SP:Iteration 23Q (679.261827 sec): 3 clusters Score: Raw -735432.172590 + Penalty 2815.426498 = -732616.746092 nChanged 47 SP:Iteration 24Q (679.309412 sec): 3 clusters Score: Raw -735463.599387 + Penalty 2815.426498 = -732648.172888 nChanged 60 SP:Iteration 25Q (679.358966 sec): 3 clusters Score: Raw -735529.855037 + Penalty 2815.426498 = -732714.428539 nChanged 88 SP:Iteration 26Q (679.411880 sec): 3 clusters Score: Raw -735696.217357 + Penalty 2815.426498 = -732880.790858 nChanged 119 SP:Iteration 27Q (679.469996 sec): 3 clusters Score: Raw -736057.244868 + Penalty 2815.426498 = -733241.818369 nChanged 145 SP:Iteration 28Q (679.526466 sec): 3 clusters Score: Raw -736448.621597 + Penalty 2815.426498 = -733633.195098 nChanged 106 SP:Iteration 29Q (679.582331 sec): 3 clusters Score: Raw -736635.222078 + Penalty 2815.426498 = -733819.795580 nChanged 88 SP:Iteration 30Q (679.637589 sec): 3 clusters Score: Raw -736752.865189 + Penalty 2815.426498 = -733937.438690 nChanged 57 SP:Iteration 31Q (679.692167 sec): 3 clusters Score: Raw -736804.991647 + Penalty 2815.426498 = -733989.565149 nChanged 34 SP:Iteration 32Q (679.748058 sec): 3 clusters Score: Raw -736825.211120 + Penalty 2815.426498 = -734009.784621 nChanged 18 SP:Iteration 33Q (679.799362 sec): 3 clusters Score: Raw -736834.554020 + Penalty 2815.426498 = -734019.127522 nChanged 9 SP:Iteration 34Q (679.855711 sec): 3 clusters Score: Raw -736837.359770 + Penalty 2815.426498 = -734021.933272 nChanged 5 SP:Iteration 35Q (679.911049 sec): 3 clusters Score: Raw -736839.173410 + Penalty 2815.426498 = -734023.746912 nChanged 6 SP:Iteration 36Q (679.967449 sec): 3 clusters Score: Raw -736841.845909 + Penalty 2815.426498 = -734026.419411 nChanged 4 SP:Iteration 37Q (680.018987 sec): 3 clusters Score: Raw -736843.472311 + Penalty 2815.426498 = -734028.045813 nChanged 2 SP:Iteration 38Q (680.070979 sec): 3 clusters Score: Raw -736844.111252 + Penalty 2815.426498 = -734028.684754 nChanged 2 SP:Iteration 39Q (680.125176 sec): 3 clusters Score: Raw -736844.636235 + Penalty 2815.426498 = -734029.209737 nChanged 1 SP:Iteration 40F (680.175444 sec): 3 clusters Score: Raw -736845.467436 + Penalty 2815.426498 = -734030.040938 nChanged 2 SP:Iteration 41Q (680.228150 sec): 3 clusters Score: Raw -736846.342591 + Penalty 2815.426498 = -734030.916092 nChanged 2 SP:Iteration 42Q (680.283232 sec): 3 clusters Score: Raw -736846.910743 + Penalty 2815.426498 = -734031.484244 nChanged 1 SP:Iteration 43Q (680.333774 sec): 3 clusters Score: Raw -736847.295916 + Penalty 2815.426498 = -734031.869418 nChanged 1 SP:Iteration 44Q (680.386757 sec): 3 clusters Score: Raw -736847.617187 + Penalty 2815.426498 = -734032.190688 nChanged 1 SP:Iteration 45Q (680.453597 sec): 3 clusters Score: Raw -736847.835952 + Penalty 2815.426498 = -734032.409454 nChanged 0 SP:Iteration 46F (680.500618 sec): 3 clusters Score: Raw -736847.835952 + Penalty 2815.426498 = -734032.409454 nChanged 0 Score: Raw -99923552.940490 + Penalty 61680.572218 = -99861872.368271 Splitting cluster 17 changes total score from -99861955.257624 to -99861872.368271 So it's not getting split. Trying to split cluster 18 (415 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (694.952520 sec): 2 clusters Score: Raw -44869.166770 + Penalty 979.595260 = -43889.571511 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (694.961594 sec): 3 clusters Score: Raw -44963.272193 + Penalty 1959.190519 = -43004.081674 nChanged 107 SP:Iteration 1F (694.964279 sec): 3 clusters Score: Raw -45201.738059 + Penalty 1959.190519 = -43242.547540 nChanged 28 SP:Iteration 2F (694.966927 sec): 3 clusters Score: Raw -45302.812637 + Penalty 1959.190519 = -43343.622118 nChanged 19 SP:Iteration 3Q (694.969504 sec): 3 clusters Score: Raw -45363.615397 + Penalty 1959.190519 = -43404.424878 nChanged 16 SP:Iteration 4Q (694.979392 sec): 3 clusters Score: Raw -45397.380848 + Penalty 1959.190519 = -43438.190329 nChanged 7 SP:Iteration 5Q (694.981944 sec): 3 clusters Score: Raw -45430.106182 + Penalty 1959.190519 = -43470.915663 nChanged 14 SP:Iteration 6Q (694.984482 sec): 3 clusters Score: Raw -45531.952693 + Penalty 1959.190519 = -43572.762174 nChanged 16 SP:Iteration 7Q (694.987010 sec): 3 clusters Score: Raw -45557.860704 + Penalty 1959.190519 = -43598.670185 nChanged 10 SP:Iteration 8Q (694.989528 sec): 3 clusters Score: Raw -45576.181903 + Penalty 1959.190519 = -43616.991384 nChanged 8 SP:Iteration 9Q (694.998057 sec): 3 clusters Score: Raw -45585.816728 + Penalty 1959.190519 = -43626.626209 nChanged 3 SP:Iteration 10Q (695.000579 sec): 3 clusters Score: Raw -45588.499353 + Penalty 1959.190519 = -43629.308834 nChanged 3 SP:Iteration 11Q (695.003085 sec): 3 clusters Score: Raw -45592.409262 + Penalty 1959.190519 = -43633.218743 nChanged 3 SP:Iteration 12Q (695.005596 sec): 3 clusters Score: Raw -45597.230388 + Penalty 1959.190519 = -43638.039869 nChanged 4 SP:Iteration 13Q (695.008125 sec): 3 clusters Score: Raw -45606.290078 + Penalty 1959.190519 = -43647.099559 nChanged 3 SP:Iteration 14Q (695.015865 sec): 3 clusters Score: Raw -45614.467617 + Penalty 1959.190519 = -43655.277098 nChanged 1 SP:Iteration 15Q (695.018366 sec): 3 clusters Score: Raw -45615.646706 + Penalty 1959.190519 = -43656.456186 nChanged 4 SP:Iteration 16Q (695.020855 sec): 3 clusters Score: Raw -45622.737044 + Penalty 1959.190519 = -43663.546525 nChanged 1 SP:Iteration 17Q (695.023320 sec): 3 clusters Score: Raw -45623.549427 + Penalty 1959.190519 = -43664.358908 nChanged 0 SP:Iteration 18F (695.026139 sec): 3 clusters Score: Raw -45628.274959 + Penalty 1959.190519 = -43669.084440 nChanged 1 SP:Iteration 19Q (695.033894 sec): 3 clusters Score: Raw -45658.733316 + Penalty 1959.190519 = -43699.542797 nChanged 3 SP:Iteration 20F (695.036503 sec): 3 clusters Score: Raw -45673.460014 + Penalty 1959.190519 = -43714.269494 nChanged 1 SP:Iteration 21Q (695.038991 sec): 3 clusters Score: Raw -45674.390746 + Penalty 1959.190519 = -43715.200227 nChanged 1 SP:Iteration 22Q (695.041478 sec): 3 clusters Score: Raw -45674.831870 + Penalty 1959.190519 = -43715.641351 nChanged 1 SP:Iteration 23Q (695.051018 sec): 3 clusters Score: Raw -45676.412468 + Penalty 1959.190519 = -43717.221949 nChanged 1 SP:Iteration 24Q (695.053519 sec): 3 clusters Score: Raw -45683.459196 + Penalty 1959.190519 = -43724.268677 nChanged 2 SP:Iteration 25Q (695.056041 sec): 3 clusters Score: Raw -45692.512358 + Penalty 1959.190519 = -43733.321839 nChanged 2 SP:Iteration 26Q (695.058536 sec): 3 clusters Score: Raw -45695.329133 + Penalty 1959.190519 = -43736.138614 nChanged 0 SP:Iteration 27F (695.061156 sec): 3 clusters Score: Raw -45695.329133 + Penalty 1959.190519 = -43736.138614 nChanged 0 Trying to split cluster 19 (8136 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (695.084331 sec): 2 clusters Score: Raw -1014252.096411 + Penalty 1463.158765 = -1012788.937646 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (695.114138 sec): 3 clusters Score: Raw -1009815.301482 + Penalty 2926.317530 = -1006888.983952 nChanged 3468 SP:Iteration 1F (695.142585 sec): 3 clusters Score: Raw -1011866.516015 + Penalty 2926.317530 = -1008940.198485 nChanged 633 SP:Iteration 2F (695.170974 sec): 3 clusters Score: Raw -1012231.625612 + Penalty 2926.317530 = -1009305.308082 nChanged 505 SP:Iteration 3F (695.203220 sec): 3 clusters Score: Raw -1012570.865890 + Penalty 2926.317530 = -1009644.548361 nChanged 510 SP:Iteration 4F (695.243179 sec): 3 clusters Score: Raw -1012935.427925 + Penalty 2926.317530 = -1010009.110395 nChanged 458 SP:Iteration 5F (695.274598 sec): 3 clusters Score: Raw -1013296.724725 + Penalty 2926.317530 = -1010370.407195 nChanged 452 SP:Iteration 6F (695.305669 sec): 3 clusters Score: Raw -1013685.232556 + Penalty 2926.317530 = -1010758.915026 nChanged 403 SP:Iteration 7Q (695.337406 sec): 3 clusters Score: Raw -1014009.621410 + Penalty 2926.317530 = -1011083.303880 nChanged 373 SP:Iteration 8Q (695.362416 sec): 3 clusters Score: Raw -1014251.149910 + Penalty 2926.317530 = -1011324.832380 nChanged 274 SP:Iteration 9Q (695.387415 sec): 3 clusters Score: Raw -1014406.256169 + Penalty 2926.317530 = -1011479.938640 nChanged 226 SP:Iteration 10Q (695.419029 sec): 3 clusters Score: Raw -1014511.882149 + Penalty 2926.317530 = -1011585.564619 nChanged 163 SP:Iteration 11Q (695.447360 sec): 3 clusters Score: Raw -1014579.098250 + Penalty 2926.317530 = -1011652.780720 nChanged 131 SP:Iteration 12Q (695.475834 sec): 3 clusters Score: Raw -1014625.741914 + Penalty 2926.317530 = -1011699.424384 nChanged 94 SP:Iteration 13Q (695.504530 sec): 3 clusters Score: Raw -1014655.982640 + Penalty 2926.317530 = -1011729.665111 nChanged 90 SP:Iteration 14Q (695.532831 sec): 3 clusters Score: Raw -1014682.847934 + Penalty 2926.317530 = -1011756.530404 nChanged 74 SP:Iteration 15Q (695.564711 sec): 3 clusters Score: Raw -1014704.618490 + Penalty 2926.317530 = -1011778.300960 nChanged 73 SP:Iteration 16Q (695.603559 sec): 3 clusters Score: Raw -1014721.259355 + Penalty 2926.317530 = -1011794.941825 nChanged 45 SP:Iteration 17Q (695.631781 sec): 3 clusters Score: Raw -1014731.086888 + Penalty 2926.317530 = -1011804.769358 nChanged 37 SP:Iteration 18Q (695.673449 sec): 3 clusters Score: Raw -1014740.723266 + Penalty 2926.317530 = -1011814.405737 nChanged 46 SP:Iteration 19Q (695.719827 sec): 3 clusters Score: Raw -1014752.563291 + Penalty 2926.317530 = -1011826.245761 nChanged 41 SP:Iteration 20F (695.751529 sec): 3 clusters Score: Raw -1014762.203012 + Penalty 2926.317530 = -1011835.885482 nChanged 35 SP:Iteration 21Q (695.776144 sec): 3 clusters Score: Raw -1014771.120761 + Penalty 2926.317530 = -1011844.803231 nChanged 30 SP:Iteration 22Q (695.836466 sec): 3 clusters Score: Raw -1014778.800885 + Penalty 2926.317530 = -1011852.483355 nChanged 28 SP:Iteration 23Q (695.887474 sec): 3 clusters Score: Raw -1014788.959597 + Penalty 2926.317530 = -1011862.642067 nChanged 30 SP:Iteration 24Q (695.935331 sec): 3 clusters Score: Raw -1014798.391831 + Penalty 2926.317530 = -1011872.074301 nChanged 50 SP:Iteration 25Q (695.959995 sec): 3 clusters Score: Raw -1014812.875293 + Penalty 2926.317530 = -1011886.557763 nChanged 44 SP:Iteration 26Q (696.011297 sec): 3 clusters Score: Raw -1014825.683223 + Penalty 2926.317530 = -1011899.365693 nChanged 36 SP:Iteration 27Q (696.071385 sec): 3 clusters Score: Raw -1014835.035699 + Penalty 2926.317530 = -1011908.718169 nChanged 41 SP:Iteration 28Q (696.126786 sec): 3 clusters Score: Raw -1014846.993758 + Penalty 2926.317530 = -1011920.676228 nChanged 44 SP:Iteration 29Q (696.186496 sec): 3 clusters Score: Raw -1014857.049646 + Penalty 2926.317530 = -1011930.732116 nChanged 34 SP:Iteration 30Q (696.245535 sec): 3 clusters Score: Raw -1014865.577793 + Penalty 2926.317530 = -1011939.260263 nChanged 34 SP:Iteration 31Q (696.297619 sec): 3 clusters Score: Raw -1014872.834544 + Penalty 2926.317530 = -1011946.517014 nChanged 30 SP:Iteration 32Q (696.344829 sec): 3 clusters Score: Raw -1014878.226571 + Penalty 2926.317530 = -1011951.909041 nChanged 22 SP:Iteration 33Q (696.392972 sec): 3 clusters Score: Raw -1014881.726250 + Penalty 2926.317530 = -1011955.408720 nChanged 23 SP:Iteration 34Q (696.446785 sec): 3 clusters Score: Raw -1014884.278408 + Penalty 2926.317530 = -1011957.960878 nChanged 10 SP:Iteration 35Q (696.502995 sec): 3 clusters Score: Raw -1014885.668904 + Penalty 2926.317530 = -1011959.351374 nChanged 10 SP:Iteration 36Q (696.560556 sec): 3 clusters Score: Raw -1014886.760027 + Penalty 2926.317530 = -1011960.442497 nChanged 4 SP:Iteration 37Q (696.604667 sec): 3 clusters Score: Raw -1014887.283271 + Penalty 2926.317530 = -1011960.965741 nChanged 7 SP:Iteration 38Q (696.669791 sec): 3 clusters Score: Raw -1014888.894395 + Penalty 2926.317530 = -1011962.576865 nChanged 8 SP:Iteration 39Q (696.713874 sec): 3 clusters Score: Raw -1014889.817877 + Penalty 2926.317530 = -1011963.500348 nChanged 3 SP:Iteration 40F (696.761165 sec): 3 clusters Score: Raw -1014890.060893 + Penalty 2926.317530 = -1011963.743363 nChanged 2 SP:Iteration 41Q (696.824579 sec): 3 clusters Score: Raw -1014890.271809 + Penalty 2926.317530 = -1011963.954279 nChanged 0 SP:Iteration 42F (696.879099 sec): 3 clusters Score: Raw -1014890.271809 + Penalty 2926.317530 = -1011963.954279 nChanged 0 Trying to split cluster 20 (9840 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (696.913608 sec): 2 clusters Score: Raw -1125643.808260 + Penalty 1494.059286 = -1124149.748974 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (696.962706 sec): 3 clusters Score: Raw -1120123.598722 + Penalty 2988.118572 = -1117135.480150 nChanged 4277 SP:Iteration 1F (697.019860 sec): 3 clusters Score: Raw -1122663.188336 + Penalty 2988.118572 = -1119675.069764 nChanged 802 SP:Iteration 2F (697.080040 sec): 3 clusters Score: Raw -1123374.543163 + Penalty 2988.118572 = -1120386.424591 nChanged 897 SP:Iteration 3F (697.148808 sec): 3 clusters Score: Raw -1124328.471250 + Penalty 2988.118572 = -1121340.352678 nChanged 903 SP:Iteration 4F (697.207799 sec): 3 clusters Score: Raw -1125284.221616 + Penalty 2988.118572 = -1122296.103044 nChanged 777 SP:Iteration 5F (697.266427 sec): 3 clusters Score: Raw -1126045.411135 + Penalty 2988.118572 = -1123057.292563 nChanged 621 SP:Iteration 6F (697.315453 sec): 3 clusters Score: Raw -1126497.966277 + Penalty 2988.118572 = -1123509.847705 nChanged 394 SP:Iteration 7Q (697.375096 sec): 3 clusters Score: Raw -1126709.759402 + Penalty 2988.118572 = -1123721.640831 nChanged 273 SP:Iteration 8Q (697.423203 sec): 3 clusters Score: Raw -1126810.178073 + Penalty 2988.118572 = -1123822.059502 nChanged 151 SP:Iteration 9Q (697.491815 sec): 3 clusters Score: Raw -1126854.934451 + Penalty 2988.118572 = -1123866.815880 nChanged 111 SP:Iteration 10Q (697.540196 sec): 3 clusters Score: Raw -1126881.779847 + Penalty 2988.118572 = -1123893.661275 nChanged 86 SP:Iteration 11Q (697.608907 sec): 3 clusters Score: Raw -1126897.769453 + Penalty 2988.118572 = -1123909.650881 nChanged 55 SP:Iteration 12Q (697.668295 sec): 3 clusters Score: Raw -1126907.372859 + Penalty 2988.118572 = -1123919.254288 nChanged 38 SP:Iteration 13Q (697.723368 sec): 3 clusters Score: Raw -1126911.667119 + Penalty 2988.118572 = -1123923.548547 nChanged 25 SP:Iteration 14Q (697.771169 sec): 3 clusters Score: Raw -1126915.296862 + Penalty 2988.118572 = -1123927.178290 nChanged 24 SP:Iteration 15Q (697.829790 sec): 3 clusters Score: Raw -1126918.007507 + Penalty 2988.118572 = -1123929.888935 nChanged 19 SP:Iteration 16Q (697.890049 sec): 3 clusters Score: Raw -1126920.647169 + Penalty 2988.118572 = -1123932.528598 nChanged 18 SP:Iteration 17Q (697.964900 sec): 3 clusters Score: Raw -1126922.188667 + Penalty 2988.118572 = -1123934.070096 nChanged 11 SP:Iteration 18Q (698.013974 sec): 3 clusters Score: Raw -1126923.188853 + Penalty 2988.118572 = -1123935.070281 nChanged 10 SP:Iteration 19Q (698.072890 sec): 3 clusters Score: Raw -1126923.924934 + Penalty 2988.118572 = -1123935.806362 nChanged 6 SP:Iteration 20F (698.136918 sec): 3 clusters Score: Raw -1126924.560043 + Penalty 2988.118572 = -1123936.441471 nChanged 3 SP:Iteration 21Q (698.192955 sec): 3 clusters Score: Raw -1126924.822503 + Penalty 2988.118572 = -1123936.703931 nChanged 3 SP:Iteration 22Q (698.257547 sec): 3 clusters Score: Raw -1126924.985993 + Penalty 2988.118572 = -1123936.867422 nChanged 1 SP:Iteration 23Q (698.321847 sec): 3 clusters Score: Raw -1126925.030402 + Penalty 2988.118572 = -1123936.911830 nChanged 1 SP:Iteration 24Q (698.376564 sec): 3 clusters Score: Raw -1126925.091301 + Penalty 2988.118572 = -1123936.972730 nChanged 2 SP:Iteration 25Q (698.435828 sec): 3 clusters Score: Raw -1126925.388748 + Penalty 2988.118572 = -1123937.270176 nChanged 3 SP:Iteration 26Q (698.494113 sec): 3 clusters Score: Raw -1126925.640410 + Penalty 2988.118572 = -1123937.521838 nChanged 2 SP:Iteration 27Q (698.559180 sec): 3 clusters Score: Raw -1126925.835099 + Penalty 2988.118572 = -1123937.716527 nChanged 3 SP:Iteration 28Q (698.619243 sec): 3 clusters Score: Raw -1126926.188387 + Penalty 2988.118572 = -1123938.069815 nChanged 3 SP:Iteration 29Q (698.683626 sec): 3 clusters Score: Raw -1126926.373157 + Penalty 2988.118572 = -1123938.254585 nChanged 3 SP:Iteration 30Q (698.759516 sec): 3 clusters Score: Raw -1126926.556636 + Penalty 2988.118572 = -1123938.438064 nChanged 4 SP:Iteration 31Q (698.809672 sec): 3 clusters Score: Raw -1126927.403683 + Penalty 2988.118572 = -1123939.285111 nChanged 6 SP:Iteration 32Q (698.873483 sec): 3 clusters Score: Raw -1126927.907900 + Penalty 2988.118572 = -1123939.789329 nChanged 3 SP:Iteration 33Q (698.930879 sec): 3 clusters Score: Raw -1126928.143462 + Penalty 2988.118572 = -1123940.024890 nChanged 2 SP:Iteration 34Q (698.995066 sec): 3 clusters Score: Raw -1126928.388136 + Penalty 2988.118572 = -1123940.269564 nChanged 1 SP:Iteration 35Q (699.046500 sec): 3 clusters Score: Raw -1126928.488323 + Penalty 2988.118572 = -1123940.369751 nChanged 3 SP:Iteration 36Q (699.110069 sec): 3 clusters Score: Raw -1126928.987177 + Penalty 2988.118572 = -1123940.868606 nChanged 3 SP:Iteration 37Q (699.174456 sec): 3 clusters Score: Raw -1126929.417342 + Penalty 2988.118572 = -1123941.298770 nChanged 1 SP:Iteration 38Q (699.238537 sec): 3 clusters Score: Raw -1126929.692064 + Penalty 2988.118572 = -1123941.573492 nChanged 1 SP:Iteration 39Q (699.292643 sec): 3 clusters Score: Raw -1126929.846823 + Penalty 2988.118572 = -1123941.728251 nChanged 1 SP:Iteration 40F (699.352940 sec): 3 clusters Score: Raw -1126929.882981 + Penalty 2988.118572 = -1123941.764409 nChanged 0 Trying to split cluster 21 (2202 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (699.380002 sec): 2 clusters Score: Raw -302966.745019 + Penalty 1250.782214 = -301715.962805 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (699.426048 sec): 3 clusters Score: Raw -302000.583838 + Penalty 2501.564428 = -299499.019410 nChanged 790 SP:Iteration 1F (699.478283 sec): 3 clusters Score: Raw -302481.281148 + Penalty 2501.564428 = -299979.716720 nChanged 202 SP:Iteration 2F (699.530411 sec): 3 clusters Score: Raw -302657.416106 + Penalty 2501.564428 = -300155.851678 nChanged 141 SP:Iteration 3F (699.579718 sec): 3 clusters Score: Raw -302801.470053 + Penalty 2501.564428 = -300299.905625 nChanged 129 SP:Iteration 4F (699.631821 sec): 3 clusters Score: Raw -302940.113800 + Penalty 2501.564428 = -300438.549372 nChanged 132 SP:Iteration 5F (699.684963 sec): 3 clusters Score: Raw -303087.113800 + Penalty 2501.564428 = -300585.549372 nChanged 128 SP:Iteration 6F (699.737676 sec): 3 clusters Score: Raw -303230.342537 + Penalty 2501.564428 = -300728.778109 nChanged 94 SP:Iteration 7Q (699.784459 sec): 3 clusters Score: Raw -303323.901712 + Penalty 2501.564428 = -300822.337284 nChanged 76 SP:Iteration 8Q (699.836705 sec): 3 clusters Score: Raw -303385.183311 + Penalty 2501.564428 = -300883.618883 nChanged 49 SP:Iteration 9Q (699.887579 sec): 3 clusters Score: Raw -303426.096917 + Penalty 2501.564428 = -300924.532489 nChanged 56 SP:Iteration 10Q (699.934144 sec): 3 clusters Score: Raw -303465.684339 + Penalty 2501.564428 = -300964.119910 nChanged 29 SP:Iteration 11Q (699.992241 sec): 3 clusters Score: Raw -303489.007734 + Penalty 2501.564428 = -300987.443306 nChanged 29 SP:Iteration 12Q (700.050649 sec): 3 clusters Score: Raw -303506.627406 + Penalty 2501.564428 = -301005.062978 nChanged 18 SP:Iteration 13Q (700.102751 sec): 3 clusters Score: Raw -303516.173471 + Penalty 2501.564428 = -301014.609043 nChanged 12 SP:Iteration 14Q (700.142775 sec): 3 clusters Score: Raw -303522.283566 + Penalty 2501.564428 = -301020.719138 nChanged 5 SP:Iteration 15Q (700.194711 sec): 3 clusters Score: Raw -303524.150577 + Penalty 2501.564428 = -301022.586149 nChanged 3 SP:Iteration 16Q (700.246015 sec): 3 clusters Score: Raw -303525.225289 + Penalty 2501.564428 = -301023.660861 nChanged 2 SP:Iteration 17Q (700.297892 sec): 3 clusters Score: Raw -303526.703233 + Penalty 2501.564428 = -301025.138805 nChanged 7 SP:Iteration 18Q (700.349672 sec): 3 clusters Score: Raw -303531.095042 + Penalty 2501.564428 = -301029.530614 nChanged 5 SP:Iteration 19Q (700.395984 sec): 3 clusters Score: Raw -303532.658570 + Penalty 2501.564428 = -301031.094142 nChanged 4 SP:Iteration 20F (700.453413 sec): 3 clusters Score: Raw -303533.893153 + Penalty 2501.564428 = -301032.328725 nChanged 5 SP:Iteration 21Q (700.499926 sec): 3 clusters Score: Raw -303536.336894 + Penalty 2501.564428 = -301034.772465 nChanged 6 SP:Iteration 22Q (700.550166 sec): 3 clusters Score: Raw -303539.603673 + Penalty 2501.564428 = -301038.039245 nChanged 8 SP:Iteration 23Q (700.602474 sec): 3 clusters Score: Raw -303543.109165 + Penalty 2501.564428 = -301041.544736 nChanged 1 SP:Iteration 24Q (700.654935 sec): 3 clusters Score: Raw -303543.494653 + Penalty 2501.564428 = -301041.930225 nChanged 1 SP:Iteration 25Q (700.695446 sec): 3 clusters Score: Raw -303543.771180 + Penalty 2501.564428 = -301042.206752 nChanged 0 SP:Iteration 26F (700.747950 sec): 3 clusters Score: Raw -303543.771180 + Penalty 2501.564428 = -301042.206752 nChanged 0 Trying to split cluster 22 (14150 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (700.802958 sec): 2 clusters Score: Raw -1887646.940225 + Penalty 1553.088859 = -1886093.851365 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (700.863901 sec): 3 clusters Score: Raw -1879394.301626 + Penalty 3106.177718 = -1876288.123907 nChanged 6295 SP:Iteration 1F (700.946619 sec): 3 clusters Score: Raw -1882748.591866 + Penalty 3106.177718 = -1879642.414147 nChanged 892 SP:Iteration 2F (701.006433 sec): 3 clusters Score: Raw -1883199.153719 + Penalty 3106.177718 = -1880092.976001 nChanged 829 SP:Iteration 3F (701.077487 sec): 3 clusters Score: Raw -1883663.489603 + Penalty 3106.177718 = -1880557.311885 nChanged 812 SP:Iteration 4F (701.146241 sec): 3 clusters Score: Raw -1884243.265345 + Penalty 3106.177718 = -1881137.087626 nChanged 829 SP:Iteration 5F (701.213838 sec): 3 clusters Score: Raw -1884930.698370 + Penalty 3106.177718 = -1881824.520652 nChanged 905 SP:Iteration 6F (701.281853 sec): 3 clusters Score: Raw -1885628.856280 + Penalty 3106.177718 = -1882522.678562 nChanged 820 SP:Iteration 7F (701.360548 sec): 3 clusters Score: Raw -1886119.935387 + Penalty 3106.177718 = -1883013.757668 nChanged 664 SP:Iteration 8Q (701.420617 sec): 3 clusters Score: Raw -1886476.599432 + Penalty 3106.177718 = -1883370.421713 nChanged 580 SP:Iteration 9Q (701.491440 sec): 3 clusters Score: Raw -1886761.318965 + Penalty 3106.177718 = -1883655.141246 nChanged 501 SP:Iteration 10Q (701.562338 sec): 3 clusters Score: Raw -1886983.507783 + Penalty 3106.177718 = -1883877.330064 nChanged 427 SP:Iteration 11Q (701.633782 sec): 3 clusters Score: Raw -1887150.971379 + Penalty 3106.177718 = -1884044.793660 nChanged 328 SP:Iteration 12Q (701.699873 sec): 3 clusters Score: Raw -1887267.019847 + Penalty 3106.177718 = -1884160.842128 nChanged 281 SP:Iteration 13Q (701.770751 sec): 3 clusters Score: Raw -1887358.953533 + Penalty 3106.177718 = -1884252.775815 nChanged 246 SP:Iteration 14Q (701.834932 sec): 3 clusters Score: Raw -1887436.934503 + Penalty 3106.177718 = -1884330.756785 nChanged 228 SP:Iteration 15Q (701.902337 sec): 3 clusters Score: Raw -1887505.122282 + Penalty 3106.177718 = -1884398.944564 nChanged 201 SP:Iteration 16Q (701.972878 sec): 3 clusters Score: Raw -1887561.486127 + Penalty 3106.177718 = -1884455.308409 nChanged 175 SP:Iteration 17Q (702.034777 sec): 3 clusters Score: Raw -1887610.518215 + Penalty 3106.177718 = -1884504.340496 nChanged 156 SP:Iteration 18Q (702.106190 sec): 3 clusters Score: Raw -1887651.347214 + Penalty 3106.177718 = -1884545.169495 nChanged 154 SP:Iteration 19Q (702.185970 sec): 3 clusters Score: Raw -1887694.861522 + Penalty 3106.177718 = -1884588.683803 nChanged 149 SP:Iteration 20F (702.249818 sec): 3 clusters Score: Raw -1887736.047501 + Penalty 3106.177718 = -1884629.869783 nChanged 138 SP:Iteration 21Q (702.309816 sec): 3 clusters Score: Raw -1887777.056672 + Penalty 3106.177718 = -1884670.878953 nChanged 126 SP:Iteration 22Q (702.363567 sec): 3 clusters Score: Raw -1887816.181020 + Penalty 3106.177718 = -1884710.003302 nChanged 128 SP:Iteration 23Q (702.425819 sec): 3 clusters Score: Raw -1887855.949100 + Penalty 3106.177718 = -1884749.771381 nChanged 125 SP:Iteration 24Q (702.498774 sec): 3 clusters Score: Raw -1887899.972825 + Penalty 3106.177718 = -1884793.795107 nChanged 150 SP:Iteration 25Q (702.560362 sec): 3 clusters Score: Raw -1887951.132359 + Penalty 3106.177718 = -1884844.954640 nChanged 129 SP:Iteration 26Q (702.622835 sec): 3 clusters Score: Raw -1887989.385977 + Penalty 3106.177718 = -1884883.208258 nChanged 129 SP:Iteration 27Q (702.690103 sec): 3 clusters Score: Raw -1888023.666091 + Penalty 3106.177718 = -1884917.488373 nChanged 132 SP:Iteration 28Q (702.757335 sec): 3 clusters Score: Raw -1888058.582394 + Penalty 3106.177718 = -1884952.404676 nChanged 110 SP:Iteration 29Q (702.828217 sec): 3 clusters Score: Raw -1888086.000016 + Penalty 3106.177718 = -1884979.822298 nChanged 103 SP:Iteration 30Q (702.904985 sec): 3 clusters Score: Raw -1888107.071306 + Penalty 3106.177718 = -1885000.893587 nChanged 93 SP:Iteration 31Q (702.964140 sec): 3 clusters Score: Raw -1888124.692853 + Penalty 3106.177718 = -1885018.515134 nChanged 86 SP:Iteration 32Q (703.021432 sec): 3 clusters Score: Raw -1888140.496916 + Penalty 3106.177718 = -1885034.319198 nChanged 82 SP:Iteration 33Q (703.060412 sec): 3 clusters Score: Raw -1888153.671262 + Penalty 3106.177718 = -1885047.493544 nChanged 77 SP:Iteration 34Q (703.093988 sec): 3 clusters Score: Raw -1888166.099567 + Penalty 3106.177718 = -1885059.921848 nChanged 62 SP:Iteration 35Q (703.127669 sec): 3 clusters Score: Raw -1888175.688388 + Penalty 3106.177718 = -1885069.510670 nChanged 62 SP:Iteration 36Q (703.161476 sec): 3 clusters Score: Raw -1888187.663996 + Penalty 3106.177718 = -1885081.486278 nChanged 65 SP:Iteration 37Q (703.219098 sec): 3 clusters Score: Raw -1888199.168498 + Penalty 3106.177718 = -1885092.990780 nChanged 61 SP:Iteration 38Q (703.252742 sec): 3 clusters Score: Raw -1888209.369547 + Penalty 3106.177718 = -1885103.191828 nChanged 50 SP:Iteration 39Q (703.288314 sec): 3 clusters Score: Raw -1888217.353421 + Penalty 3106.177718 = -1885111.175703 nChanged 60 SP:Iteration 40F (703.323910 sec): 3 clusters Score: Raw -1888228.038638 + Penalty 3106.177718 = -1885121.860919 nChanged 71 SP:Iteration 41Q (703.358595 sec): 3 clusters Score: Raw -1888241.515775 + Penalty 3106.177718 = -1885135.338056 nChanged 68 SP:Iteration 42Q (703.392823 sec): 3 clusters Score: Raw -1888254.743374 + Penalty 3106.177718 = -1885148.565656 nChanged 75 SP:Iteration 43Q (703.427784 sec): 3 clusters Score: Raw -1888269.138466 + Penalty 3106.177718 = -1885162.960748 nChanged 72 SP:Iteration 44Q (703.463283 sec): 3 clusters Score: Raw -1888281.263856 + Penalty 3106.177718 = -1885175.086137 nChanged 69 SP:Iteration 45Q (703.497400 sec): 3 clusters Score: Raw -1888294.601698 + Penalty 3106.177718 = -1885188.423980 nChanged 67 SP:Iteration 46Q (703.534442 sec): 3 clusters Score: Raw -1888305.660806 + Penalty 3106.177718 = -1885199.483088 nChanged 51 SP:Iteration 47Q (703.568500 sec): 3 clusters Score: Raw -1888313.270121 + Penalty 3106.177718 = -1885207.092403 nChanged 46 SP:Iteration 48Q (703.603205 sec): 3 clusters Score: Raw -1888319.391220 + Penalty 3106.177718 = -1885213.213501 nChanged 37 SP:Iteration 49Q (703.638582 sec): 3 clusters Score: Raw -1888323.849655 + Penalty 3106.177718 = -1885217.671937 nChanged 27 SP:Iteration 50Q (703.704366 sec): 3 clusters Score: Raw -1888326.702577 + Penalty 3106.177718 = -1885220.524859 nChanged 20 SP:Iteration 51Q (703.741462 sec): 3 clusters Score: Raw -1888328.688402 + Penalty 3106.177718 = -1885222.510683 nChanged 16 SP:Iteration 52Q (703.775313 sec): 3 clusters Score: Raw -1888330.441410 + Penalty 3106.177718 = -1885224.263691 nChanged 16 SP:Iteration 53Q (703.808717 sec): 3 clusters Score: Raw -1888332.378801 + Penalty 3106.177718 = -1885226.201082 nChanged 17 SP:Iteration 54Q (703.841966 sec): 3 clusters Score: Raw -1888334.984896 + Penalty 3106.177718 = -1885228.807178 nChanged 23 SP:Iteration 55Q (703.875526 sec): 3 clusters Score: Raw -1888338.930445 + Penalty 3106.177718 = -1885232.752727 nChanged 30 SP:Iteration 56Q (703.913821 sec): 3 clusters Score: Raw -1888344.308096 + Penalty 3106.177718 = -1885238.130378 nChanged 33 SP:Iteration 57Q (703.948180 sec): 3 clusters Score: Raw -1888348.953309 + Penalty 3106.177718 = -1885242.775591 nChanged 28 SP:Iteration 58Q (703.983648 sec): 3 clusters Score: Raw -1888352.941955 + Penalty 3106.177718 = -1885246.764236 nChanged 35 SP:Iteration 59Q (704.018184 sec): 3 clusters Score: Raw -1888357.088492 + Penalty 3106.177718 = -1885250.910773 nChanged 25 SP:Iteration 60F (704.055684 sec): 3 clusters Score: Raw -1888359.672883 + Penalty 3106.177718 = -1885253.495165 nChanged 24 SP:Iteration 61Q (704.089100 sec): 3 clusters Score: Raw -1888362.792892 + Penalty 3106.177718 = -1885256.615173 nChanged 29 SP:Iteration 62Q (704.146595 sec): 3 clusters Score: Raw -1888365.742388 + Penalty 3106.177718 = -1885259.564669 nChanged 25 SP:Iteration 63Q (704.217124 sec): 3 clusters Score: Raw -1888368.252707 + Penalty 3106.177718 = -1885262.074989 nChanged 18 SP:Iteration 64Q (704.273007 sec): 3 clusters Score: Raw -1888369.785237 + Penalty 3106.177718 = -1885263.607518 nChanged 14 SP:Iteration 65Q (704.338601 sec): 3 clusters Score: Raw -1888371.891864 + Penalty 3106.177718 = -1885265.714145 nChanged 16 SP:Iteration 66Q (704.388361 sec): 3 clusters Score: Raw -1888373.966970 + Penalty 3106.177718 = -1885267.789251 nChanged 21 SP:Iteration 67Q (704.447098 sec): 3 clusters Score: Raw -1888376.627456 + Penalty 3106.177718 = -1885270.449738 nChanged 20 SP:Iteration 68Q (704.502515 sec): 3 clusters Score: Raw -1888378.789114 + Penalty 3106.177718 = -1885272.611395 nChanged 14 SP:Iteration 69Q (704.572444 sec): 3 clusters Score: Raw -1888380.269992 + Penalty 3106.177718 = -1885274.092273 nChanged 14 SP:Iteration 70Q (704.636035 sec): 3 clusters Score: Raw -1888381.694451 + Penalty 3106.177718 = -1885275.516733 nChanged 14 SP:Iteration 71Q (704.695908 sec): 3 clusters Score: Raw -1888382.813708 + Penalty 3106.177718 = -1885276.635990 nChanged 15 SP:Iteration 72Q (704.745108 sec): 3 clusters Score: Raw -1888384.234850 + Penalty 3106.177718 = -1885278.057132 nChanged 15 SP:Iteration 73Q (704.820878 sec): 3 clusters Score: Raw -1888385.487399 + Penalty 3106.177718 = -1885279.309681 nChanged 14 SP:Iteration 74Q (704.874484 sec): 3 clusters Score: Raw -1888386.663865 + Penalty 3106.177718 = -1885280.486146 nChanged 16 SP:Iteration 75Q (704.946615 sec): 3 clusters Score: Raw -1888387.819041 + Penalty 3106.177718 = -1885281.641323 nChanged 16 SP:Iteration 76Q (705.002369 sec): 3 clusters Score: Raw -1888389.387270 + Penalty 3106.177718 = -1885283.209551 nChanged 20 SP:Iteration 77Q (705.063011 sec): 3 clusters Score: Raw -1888391.397811 + Penalty 3106.177718 = -1885285.220092 nChanged 22 SP:Iteration 78Q (705.116439 sec): 3 clusters Score: Raw -1888393.818967 + Penalty 3106.177718 = -1885287.641248 nChanged 22 SP:Iteration 79Q (705.187851 sec): 3 clusters Score: Raw -1888396.789642 + Penalty 3106.177718 = -1885290.611923 nChanged 35 SP:Iteration 80F (705.249745 sec): 3 clusters Score: Raw -1888401.790191 + Penalty 3106.177718 = -1885295.612472 nChanged 34 SP:Iteration 81Q (705.311105 sec): 3 clusters Score: Raw -1888406.783082 + Penalty 3106.177718 = -1885300.605363 nChanged 27 SP:Iteration 82Q (705.378541 sec): 3 clusters Score: Raw -1888410.301357 + Penalty 3106.177718 = -1885304.123639 nChanged 30 SP:Iteration 83Q (705.449930 sec): 3 clusters Score: Raw -1888414.312301 + Penalty 3106.177718 = -1885308.134582 nChanged 28 SP:Iteration 84Q (705.503935 sec): 3 clusters Score: Raw -1888417.779072 + Penalty 3106.177718 = -1885311.601354 nChanged 25 SP:Iteration 85Q (705.562568 sec): 3 clusters Score: Raw -1888421.116609 + Penalty 3106.177718 = -1885314.938891 nChanged 24 SP:Iteration 86Q (705.621731 sec): 3 clusters Score: Raw -1888423.859572 + Penalty 3106.177718 = -1885317.681854 nChanged 23 SP:Iteration 87Q (705.691015 sec): 3 clusters Score: Raw -1888426.863962 + Penalty 3106.177718 = -1885320.686244 nChanged 21 SP:Iteration 88Q (705.759817 sec): 3 clusters Score: Raw -1888429.728941 + Penalty 3106.177718 = -1885323.551223 nChanged 30 SP:Iteration 89Q (705.814032 sec): 3 clusters Score: Raw -1888434.027665 + Penalty 3106.177718 = -1885327.849947 nChanged 24 SP:Iteration 90Q (705.872838 sec): 3 clusters Score: Raw -1888438.171033 + Penalty 3106.177718 = -1885331.993314 nChanged 29 SP:Iteration 91Q (705.940094 sec): 3 clusters Score: Raw -1888443.619801 + Penalty 3106.177718 = -1885337.442082 nChanged 34 SP:Iteration 92Q (706.007133 sec): 3 clusters Score: Raw -1888449.940611 + Penalty 3106.177718 = -1885343.762892 nChanged 34 SP:Iteration 93Q (706.068521 sec): 3 clusters Score: Raw -1888454.925602 + Penalty 3106.177718 = -1885348.747884 nChanged 38 SP:Iteration 94Q (706.125612 sec): 3 clusters Score: Raw -1888461.327161 + Penalty 3106.177718 = -1885355.149443 nChanged 41 SP:Iteration 95Q (706.179202 sec): 3 clusters Score: Raw -1888467.945120 + Penalty 3106.177718 = -1885361.767402 nChanged 45 SP:Iteration 96Q (706.242177 sec): 3 clusters Score: Raw -1888475.255364 + Penalty 3106.177718 = -1885369.077646 nChanged 36 SP:Iteration 97Q (706.303974 sec): 3 clusters Score: Raw -1888480.059512 + Penalty 3106.177718 = -1885373.881794 nChanged 27 SP:Iteration 98Q (706.367875 sec): 3 clusters Score: Raw -1888483.324047 + Penalty 3106.177718 = -1885377.146328 nChanged 22 SP:Iteration 99Q (706.430170 sec): 3 clusters Score: Raw -1888487.135315 + Penalty 3106.177718 = -1885380.957597 nChanged 28 SP:Iteration 100F (706.503436 sec): 3 clusters Score: Raw -1888491.931554 + Penalty 3106.177718 = -1885385.753836 nChanged 32 SP:Iteration 101Q (706.564903 sec): 3 clusters Score: Raw -1888496.823887 + Penalty 3106.177718 = -1885390.646168 nChanged 30 SP:Iteration 102Q (706.617100 sec): 3 clusters Score: Raw -1888501.112361 + Penalty 3106.177718 = -1885394.934642 nChanged 30 SP:Iteration 103Q (706.665020 sec): 3 clusters Score: Raw -1888506.007143 + Penalty 3106.177718 = -1885399.829425 nChanged 27 SP:Iteration 104Q (706.727624 sec): 3 clusters Score: Raw -1888509.909989 + Penalty 3106.177718 = -1885403.732270 nChanged 24 SP:Iteration 105Q (706.790426 sec): 3 clusters Score: Raw -1888512.856586 + Penalty 3106.177718 = -1885406.678867 nChanged 20 SP:Iteration 106Q (706.855487 sec): 3 clusters Score: Raw -1888515.096876 + Penalty 3106.177718 = -1885408.919158 nChanged 15 SP:Iteration 107Q (706.926293 sec): 3 clusters Score: Raw -1888516.888876 + Penalty 3106.177718 = -1885410.711157 nChanged 19 SP:Iteration 108Q (706.995873 sec): 3 clusters Score: Raw -1888519.072933 + Penalty 3106.177718 = -1885412.895214 nChanged 17 SP:Iteration 109Q (707.065086 sec): 3 clusters Score: Raw -1888521.861719 + Penalty 3106.177718 = -1885415.684000 nChanged 26 SP:Iteration 110Q (707.133384 sec): 3 clusters Score: Raw -1888525.336074 + Penalty 3106.177718 = -1885419.158356 nChanged 22 SP:Iteration 111Q (707.202569 sec): 3 clusters Score: Raw -1888528.030324 + Penalty 3106.177718 = -1885421.852605 nChanged 23 SP:Iteration 112Q (707.272546 sec): 3 clusters Score: Raw -1888531.581881 + Penalty 3106.177718 = -1885425.404162 nChanged 21 SP:Iteration 113Q (707.341670 sec): 3 clusters Score: Raw -1888534.474679 + Penalty 3106.177718 = -1885428.296961 nChanged 24 SP:Iteration 114Q (707.411807 sec): 3 clusters Score: Raw -1888538.160215 + Penalty 3106.177718 = -1885431.982497 nChanged 22 SP:Iteration 115Q (707.473271 sec): 3 clusters Score: Raw -1888541.080124 + Penalty 3106.177718 = -1885434.902406 nChanged 20 SP:Iteration 116Q (707.541609 sec): 3 clusters Score: Raw -1888544.129854 + Penalty 3106.177718 = -1885437.952136 nChanged 22 SP:Iteration 117Q (707.608907 sec): 3 clusters Score: Raw -1888547.482533 + Penalty 3106.177718 = -1885441.304814 nChanged 21 SP:Iteration 118Q (707.675812 sec): 3 clusters Score: Raw -1888550.632565 + Penalty 3106.177718 = -1885444.454847 nChanged 21 SP:Iteration 119Q (707.744344 sec): 3 clusters Score: Raw -1888553.878934 + Penalty 3106.177718 = -1885447.701215 nChanged 25 SP:Iteration 120F (707.807640 sec): 3 clusters Score: Raw -1888557.742699 + Penalty 3106.177718 = -1885451.564981 nChanged 21 SP:Iteration 121Q (707.863972 sec): 3 clusters Score: Raw -1888561.264378 + Penalty 3106.177718 = -1885455.086659 nChanged 24 SP:Iteration 122Q (707.933534 sec): 3 clusters Score: Raw -1888564.940759 + Penalty 3106.177718 = -1885458.763040 nChanged 22 SP:Iteration 123Q (707.993426 sec): 3 clusters Score: Raw -1888568.931349 + Penalty 3106.177718 = -1885462.753630 nChanged 32 SP:Iteration 124Q (708.061046 sec): 3 clusters Score: Raw -1888574.314218 + Penalty 3106.177718 = -1885468.136499 nChanged 27 SP:Iteration 125Q (708.125382 sec): 3 clusters Score: Raw -1888578.571752 + Penalty 3106.177718 = -1885472.394033 nChanged 26 SP:Iteration 126Q (708.191986 sec): 3 clusters Score: Raw -1888583.485428 + Penalty 3106.177718 = -1885477.307709 nChanged 33 SP:Iteration 127Q (708.258814 sec): 3 clusters Score: Raw -1888589.855685 + Penalty 3106.177718 = -1885483.677967 nChanged 29 SP:Iteration 128Q (708.326100 sec): 3 clusters Score: Raw -1888595.558000 + Penalty 3106.177718 = -1885489.380282 nChanged 33 SP:Iteration 129Q (708.394397 sec): 3 clusters Score: Raw -1888600.633350 + Penalty 3106.177718 = -1885494.455631 nChanged 21 SP:Iteration 130Q (708.462845 sec): 3 clusters Score: Raw -1888604.249553 + Penalty 3106.177718 = -1885498.071834 nChanged 33 SP:Iteration 131Q (708.529278 sec): 3 clusters Score: Raw -1888610.909689 + Penalty 3106.177718 = -1885504.731970 nChanged 32 SP:Iteration 132Q (708.597549 sec): 3 clusters Score: Raw -1888616.867053 + Penalty 3106.177718 = -1885510.689334 nChanged 19 SP:Iteration 133Q (708.664663 sec): 3 clusters Score: Raw -1888619.740066 + Penalty 3106.177718 = -1885513.562347 nChanged 23 SP:Iteration 134Q (708.731895 sec): 3 clusters Score: Raw -1888623.435146 + Penalty 3106.177718 = -1885517.257428 nChanged 23 SP:Iteration 135Q (708.795463 sec): 3 clusters Score: Raw -1888628.174967 + Penalty 3106.177718 = -1885521.997248 nChanged 27 SP:Iteration 136Q (708.862479 sec): 3 clusters Score: Raw -1888633.270941 + Penalty 3106.177718 = -1885527.093223 nChanged 23 SP:Iteration 137Q (708.929361 sec): 3 clusters Score: Raw -1888637.270637 + Penalty 3106.177718 = -1885531.092918 nChanged 17 SP:Iteration 138Q (708.997019 sec): 3 clusters Score: Raw -1888639.609439 + Penalty 3106.177718 = -1885533.431721 nChanged 14 SP:Iteration 139Q (709.067374 sec): 3 clusters Score: Raw -1888641.433750 + Penalty 3106.177718 = -1885535.256031 nChanged 15 SP:Iteration 140F (709.139808 sec): 3 clusters Score: Raw -1888643.131762 + Penalty 3106.177718 = -1885536.954044 nChanged 16 SP:Iteration 141Q (709.206324 sec): 3 clusters Score: Raw -1888645.100054 + Penalty 3106.177718 = -1885538.922336 nChanged 14 SP:Iteration 142Q (709.273169 sec): 3 clusters Score: Raw -1888646.663819 + Penalty 3106.177718 = -1885540.486101 nChanged 15 SP:Iteration 143Q (709.341074 sec): 3 clusters Score: Raw -1888648.727074 + Penalty 3106.177718 = -1885542.549356 nChanged 15 SP:Iteration 144Q (709.408292 sec): 3 clusters Score: Raw -1888651.025710 + Penalty 3106.177718 = -1885544.847992 nChanged 14 SP:Iteration 145Q (709.475673 sec): 3 clusters Score: Raw -1888652.893025 + Penalty 3106.177718 = -1885546.715307 nChanged 11 SP:Iteration 146Q (709.542777 sec): 3 clusters Score: Raw -1888654.073284 + Penalty 3106.177718 = -1885547.895565 nChanged 10 SP:Iteration 147Q (709.610856 sec): 3 clusters Score: Raw -1888655.230622 + Penalty 3106.177718 = -1885549.052904 nChanged 10 SP:Iteration 148Q (709.671981 sec): 3 clusters Score: Raw -1888656.474308 + Penalty 3106.177718 = -1885550.296589 nChanged 6 SP:Iteration 149Q (709.732979 sec): 3 clusters Score: Raw -1888657.128497 + Penalty 3106.177718 = -1885550.950778 nChanged 8 SP:Iteration 150Q (709.799831 sec): 3 clusters Score: Raw -1888658.084142 + Penalty 3106.177718 = -1885551.906423 nChanged 9 SP:Iteration 151Q (709.868208 sec): 3 clusters Score: Raw -1888659.062126 + Penalty 3106.177718 = -1885552.884407 nChanged 8 SP:Iteration 152Q (709.942612 sec): 3 clusters Score: Raw -1888660.111484 + Penalty 3106.177718 = -1885553.933766 nChanged 8 SP:Iteration 153Q (709.990442 sec): 3 clusters Score: Raw -1888661.600525 + Penalty 3106.177718 = -1885555.422806 nChanged 8 SP:Iteration 154Q (710.058551 sec): 3 clusters Score: Raw -1888662.532681 + Penalty 3106.177718 = -1885556.354963 nChanged 8 SP:Iteration 155Q (710.127055 sec): 3 clusters Score: Raw -1888663.967008 + Penalty 3106.177718 = -1885557.789290 nChanged 11 SP:Iteration 156Q (710.190200 sec): 3 clusters Score: Raw -1888665.959832 + Penalty 3106.177718 = -1885559.782114 nChanged 10 SP:Iteration 157Q (710.255356 sec): 3 clusters Score: Raw -1888667.887432 + Penalty 3106.177718 = -1885561.709714 nChanged 13 SP:Iteration 158Q (710.319215 sec): 3 clusters Score: Raw -1888669.889987 + Penalty 3106.177718 = -1885563.712268 nChanged 16 SP:Iteration 159Q (710.361621 sec): 3 clusters Score: Raw -1888672.805871 + Penalty 3106.177718 = -1885566.628152 nChanged 7 SP:Iteration 160F (710.424707 sec): 3 clusters Score: Raw -1888673.873923 + Penalty 3106.177718 = -1885567.696205 nChanged 5 SP:Iteration 161Q (710.494334 sec): 3 clusters Score: Raw -1888674.325655 + Penalty 3106.177718 = -1885568.147937 nChanged 5 SP:Iteration 162Q (710.539678 sec): 3 clusters Score: Raw -1888674.827574 + Penalty 3106.177718 = -1885568.649856 nChanged 5 SP:Iteration 163Q (710.572960 sec): 3 clusters Score: Raw -1888675.380770 + Penalty 3106.177718 = -1885569.203051 nChanged 7 SP:Iteration 164Q (710.609100 sec): 3 clusters Score: Raw -1888676.482979 + Penalty 3106.177718 = -1885570.305261 nChanged 7 SP:Iteration 165Q (710.641492 sec): 3 clusters Score: Raw -1888677.654857 + Penalty 3106.177718 = -1885571.477139 nChanged 6 SP:Iteration 166Q (710.677692 sec): 3 clusters Score: Raw -1888678.824944 + Penalty 3106.177718 = -1885572.647226 nChanged 2 SP:Iteration 167Q (710.710412 sec): 3 clusters Score: Raw -1888679.213388 + Penalty 3106.177718 = -1885573.035670 nChanged 3 SP:Iteration 168Q (710.749933 sec): 3 clusters Score: Raw -1888679.558952 + Penalty 3106.177718 = -1885573.381233 nChanged 0 SP:Iteration 169F (710.812916 sec): 3 clusters Score: Raw -1888679.558952 + Penalty 3106.177718 = -1885573.381233 nChanged 0 Trying to split cluster 23 (104980 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (710.951226 sec): 2 clusters Score: Raw -14202834.704895 + Penalty 1878.747834 = -14200955.957060 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (711.130720 sec): 3 clusters Score: Raw -14134529.955962 + Penalty 3757.495669 = -14130772.460293 nChanged 50076 SP:Iteration 1F (711.303582 sec): 3 clusters Score: Raw -14164406.293939 + Penalty 3757.495669 = -14160648.798270 nChanged 4614 SP:Iteration 2Q (711.491956 sec): 3 clusters Score: Raw -14166168.266909 + Penalty 3757.495669 = -14162410.771240 nChanged 5821 SP:Iteration 3F (711.667186 sec): 3 clusters Score: Raw -14169163.359573 + Penalty 3757.495669 = -14165405.863904 nChanged 7396 SP:Iteration 4F (711.843287 sec): 3 clusters Score: Raw -14174220.812948 + Penalty 3757.495669 = -14170463.317279 nChanged 8592 SP:Iteration 5F (712.020945 sec): 3 clusters Score: Raw -14181374.215907 + Penalty 3757.495669 = -14177616.720238 nChanged 8286 SP:Iteration 6F (712.222292 sec): 3 clusters Score: Raw -14188997.304997 + Penalty 3757.495669 = -14185239.809328 nChanged 6386 SP:Iteration 7F (712.414186 sec): 3 clusters Score: Raw -14194945.506553 + Penalty 3757.495669 = -14191188.010884 nChanged 4074 SP:Iteration 8Q (712.607164 sec): 3 clusters Score: Raw -14198642.829893 + Penalty 3757.495669 = -14194885.334224 nChanged 2319 SP:Iteration 9Q (712.795164 sec): 3 clusters Score: Raw -14200572.268857 + Penalty 3757.495669 = -14196814.773188 nChanged 1363 SP:Iteration 10Q (712.983130 sec): 3 clusters Score: Raw -14201621.929397 + Penalty 3757.495669 = -14197864.433728 nChanged 794 SP:Iteration 11Q (713.164330 sec): 3 clusters Score: Raw -14202162.914978 + Penalty 3757.495669 = -14198405.419310 nChanged 536 SP:Iteration 12Q (713.342236 sec): 3 clusters Score: Raw -14202497.332898 + Penalty 3757.495669 = -14198739.837229 nChanged 358 SP:Iteration 13Q (713.517516 sec): 3 clusters Score: Raw -14202712.029768 + Penalty 3757.495669 = -14198954.534099 nChanged 253 SP:Iteration 14Q (713.679263 sec): 3 clusters Score: Raw -14202859.511599 + Penalty 3757.495669 = -14199102.015930 nChanged 203 SP:Iteration 15Q (713.851769 sec): 3 clusters Score: Raw -14202973.061539 + Penalty 3757.495669 = -14199215.565870 nChanged 159 SP:Iteration 16Q (714.017982 sec): 3 clusters Score: Raw -14203062.368405 + Penalty 3757.495669 = -14199304.872736 nChanged 144 SP:Iteration 17Q (714.183955 sec): 3 clusters Score: Raw -14203129.368484 + Penalty 3757.495669 = -14199371.872816 nChanged 99 SP:Iteration 18Q (714.355310 sec): 3 clusters Score: Raw -14203175.548672 + Penalty 3757.495669 = -14199418.053003 nChanged 92 SP:Iteration 19Q (714.519683 sec): 3 clusters Score: Raw -14203219.570853 + Penalty 3757.495669 = -14199462.075184 nChanged 74 SP:Iteration 20F (714.724823 sec): 3 clusters Score: Raw -14203253.723670 + Penalty 3757.495669 = -14199496.228001 nChanged 69 SP:Iteration 21Q (714.894811 sec): 3 clusters Score: Raw -14203282.004551 + Penalty 3757.495669 = -14199524.508882 nChanged 51 SP:Iteration 22Q (715.056724 sec): 3 clusters Score: Raw -14203301.989130 + Penalty 3757.495669 = -14199544.493461 nChanged 42 SP:Iteration 23Q (715.226310 sec): 3 clusters Score: Raw -14203315.830455 + Penalty 3757.495669 = -14199558.334786 nChanged 26 SP:Iteration 24Q (715.396759 sec): 3 clusters Score: Raw -14203324.145493 + Penalty 3757.495669 = -14199566.649824 nChanged 19 SP:Iteration 25Q (715.566885 sec): 3 clusters Score: Raw -14203329.434637 + Penalty 3757.495669 = -14199571.938968 nChanged 12 SP:Iteration 26Q (715.737440 sec): 3 clusters Score: Raw -14203332.984314 + Penalty 3757.495669 = -14199575.488645 nChanged 11 SP:Iteration 27Q (715.894171 sec): 3 clusters Score: Raw -14203335.707731 + Penalty 3757.495669 = -14199578.212063 nChanged 10 SP:Iteration 28Q (716.054006 sec): 3 clusters Score: Raw -14203337.706954 + Penalty 3757.495669 = -14199580.211285 nChanged 7 SP:Iteration 29Q (716.191791 sec): 3 clusters Score: Raw -14203338.997210 + Penalty 3757.495669 = -14199581.501541 nChanged 4 SP:Iteration 30Q (716.333698 sec): 3 clusters Score: Raw -14203339.917819 + Penalty 3757.495669 = -14199582.422150 nChanged 3 SP:Iteration 31Q (716.468376 sec): 3 clusters Score: Raw -14203340.591273 + Penalty 3757.495669 = -14199583.095604 nChanged 3 SP:Iteration 32Q (716.634159 sec): 3 clusters Score: Raw -14203341.006536 + Penalty 3757.495669 = -14199583.510867 nChanged 2 SP:Iteration 33Q (716.795116 sec): 3 clusters Score: Raw -14203341.665871 + Penalty 3757.495669 = -14199584.170203 nChanged 1 SP:Iteration 34Q (716.958956 sec): 3 clusters Score: Raw -14203342.053629 + Penalty 3757.495669 = -14199584.557960 nChanged 2 SP:Iteration 35Q (717.120857 sec): 3 clusters Score: Raw -14203342.656158 + Penalty 3757.495669 = -14199585.160490 nChanged 4 SP:Iteration 36Q (717.283597 sec): 3 clusters Score: Raw -14203344.054817 + Penalty 3757.495669 = -14199586.559149 nChanged 4 SP:Iteration 37Q (717.437033 sec): 3 clusters Score: Raw -14203344.894123 + Penalty 3757.495669 = -14199587.398454 nChanged 3 SP:Iteration 38Q (717.572027 sec): 3 clusters Score: Raw -14203345.354893 + Penalty 3757.495669 = -14199587.859224 nChanged 2 SP:Iteration 39Q (717.729946 sec): 3 clusters Score: Raw -14203345.766362 + Penalty 3757.495669 = -14199588.270693 nChanged 1 SP:Iteration 40F (717.904888 sec): 3 clusters Score: Raw -14203346.207526 + Penalty 3757.495669 = -14199588.711857 nChanged 0 Trying to split cluster 24 (988 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (717.914292 sec): 2 clusters Score: Raw -122673.906946 + Penalty 1120.548438 = -121553.358507 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (717.923404 sec): 3 clusters Score: Raw -122398.800888 + Penalty 2241.096877 = -120157.704011 nChanged 306 SP:Iteration 1F (717.928720 sec): 3 clusters Score: Raw -122715.079165 + Penalty 2241.096877 = -120473.982289 nChanged 83 SP:Iteration 2F (717.940675 sec): 3 clusters Score: Raw -122804.952408 + Penalty 2241.096877 = -120563.855532 nChanged 48 SP:Iteration 3Q (717.945961 sec): 3 clusters Score: Raw -122864.693887 + Penalty 2241.096877 = -120623.597010 nChanged 31 SP:Iteration 4Q (717.951246 sec): 3 clusters Score: Raw -122891.333162 + Penalty 2241.096877 = -120650.236285 nChanged 17 SP:Iteration 5Q (717.959211 sec): 3 clusters Score: Raw -122913.377163 + Penalty 2241.096877 = -120672.280286 nChanged 22 SP:Iteration 6Q (717.964463 sec): 3 clusters Score: Raw -122929.239567 + Penalty 2241.096877 = -120688.142690 nChanged 21 SP:Iteration 7Q (717.976264 sec): 3 clusters Score: Raw -122944.614560 + Penalty 2241.096877 = -120703.517683 nChanged 33 SP:Iteration 8Q (718.027507 sec): 3 clusters Score: Raw -122977.437768 + Penalty 2241.096877 = -120736.340892 nChanged 42 SP:Iteration 9Q (718.078446 sec): 3 clusters Score: Raw -123034.555517 + Penalty 2241.096877 = -120793.458640 nChanged 44 SP:Iteration 10Q (718.129492 sec): 3 clusters Score: Raw -123101.710363 + Penalty 2241.096877 = -120860.613486 nChanged 46 SP:Iteration 11Q (718.180521 sec): 3 clusters Score: Raw -123216.939636 + Penalty 2241.096877 = -120975.842760 nChanged 39 SP:Iteration 12Q (718.222628 sec): 3 clusters Score: Raw -123304.334711 + Penalty 2241.096877 = -121063.237834 nChanged 39 SP:Iteration 13Q (718.266885 sec): 3 clusters Score: Raw -123365.341650 + Penalty 2241.096877 = -121124.244773 nChanged 31 SP:Iteration 14Q (718.317706 sec): 3 clusters Score: Raw -123421.716613 + Penalty 2241.096877 = -121180.619736 nChanged 24 SP:Iteration 15Q (718.363196 sec): 3 clusters Score: Raw -123517.421268 + Penalty 2241.096877 = -121276.324391 nChanged 20 SP:Iteration 16Q (718.413781 sec): 3 clusters Score: Raw -123589.501607 + Penalty 2241.096877 = -121348.404730 nChanged 17 SP:Iteration 17Q (718.457996 sec): 3 clusters Score: Raw -123619.913979 + Penalty 2241.096877 = -121378.817103 nChanged 8 SP:Iteration 18Q (718.516959 sec): 3 clusters Score: Raw -123627.358183 + Penalty 2241.096877 = -121386.261306 nChanged 6 SP:Iteration 19Q (718.558967 sec): 3 clusters Score: Raw -123635.014437 + Penalty 2241.096877 = -121393.917560 nChanged 3 SP:Iteration 20F (718.610151 sec): 3 clusters Score: Raw -123648.358897 + Penalty 2241.096877 = -121407.262020 nChanged 5 SP:Iteration 21Q (718.661182 sec): 3 clusters Score: Raw -123656.110540 + Penalty 2241.096877 = -121415.013663 nChanged 3 SP:Iteration 22Q (718.712812 sec): 3 clusters Score: Raw -123659.830878 + Penalty 2241.096877 = -121418.734001 nChanged 1 SP:Iteration 23Q (718.764332 sec): 3 clusters Score: Raw -123661.226329 + Penalty 2241.096877 = -121420.129453 nChanged 0 SP:Iteration 24F (718.815807 sec): 3 clusters Score: Raw -123661.226329 + Penalty 2241.096877 = -121420.129453 nChanged 0 Trying to split cluster 25 (27993 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (718.874096 sec): 2 clusters Score: Raw -3640798.809182 + Penalty 1663.952836 = -3639134.856346 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (718.961762 sec): 3 clusters Score: Raw -3623571.679723 + Penalty 3327.905671 = -3620243.774051 nChanged 12797 SP:Iteration 1F (719.049157 sec): 3 clusters Score: Raw -3630776.570577 + Penalty 3327.905671 = -3627448.664905 nChanged 1487 SP:Iteration 2F (719.142536 sec): 3 clusters Score: Raw -3631389.695401 + Penalty 3327.905671 = -3628061.789730 nChanged 1416 SP:Iteration 3F (719.224015 sec): 3 clusters Score: Raw -3632034.885088 + Penalty 3327.905671 = -3628706.979416 nChanged 1439 SP:Iteration 4F (719.312352 sec): 3 clusters Score: Raw -3632924.323647 + Penalty 3327.905671 = -3629596.417976 nChanged 1799 SP:Iteration 5F (719.396265 sec): 3 clusters Score: Raw -3634415.561802 + Penalty 3327.905671 = -3631087.656131 nChanged 2186 SP:Iteration 6F (719.480572 sec): 3 clusters Score: Raw -3636441.838851 + Penalty 3327.905671 = -3633113.933180 nChanged 2405 SP:Iteration 7F (719.568762 sec): 3 clusters Score: Raw -3638652.806326 + Penalty 3327.905671 = -3635324.900655 nChanged 2126 SP:Iteration 8F (719.656404 sec): 3 clusters Score: Raw -3640368.174713 + Penalty 3327.905671 = -3637040.269041 nChanged 1558 SP:Iteration 9F (719.734857 sec): 3 clusters Score: Raw -3641433.327294 + Penalty 3327.905671 = -3638105.421623 nChanged 1008 SP:Iteration 10Q (719.830055 sec): 3 clusters Score: Raw -3642031.067011 + Penalty 3327.905671 = -3638703.161339 nChanged 675 SP:Iteration 11Q (719.916733 sec): 3 clusters Score: Raw -3642409.993158 + Penalty 3327.905671 = -3639082.087486 nChanged 457 SP:Iteration 12Q (719.996563 sec): 3 clusters Score: Raw -3642656.133646 + Penalty 3327.905671 = -3639328.227974 nChanged 357 SP:Iteration 13Q (720.078170 sec): 3 clusters Score: Raw -3642853.770914 + Penalty 3327.905671 = -3639525.865243 nChanged 273 SP:Iteration 14Q (720.164564 sec): 3 clusters Score: Raw -3643049.706384 + Penalty 3327.905671 = -3639721.800713 nChanged 224 SP:Iteration 15Q (720.250497 sec): 3 clusters Score: Raw -3643258.406720 + Penalty 3327.905671 = -3639930.501049 nChanged 196 SP:Iteration 16Q (720.335723 sec): 3 clusters Score: Raw -3643402.501576 + Penalty 3327.905671 = -3640074.595904 nChanged 180 SP:Iteration 17Q (720.417854 sec): 3 clusters Score: Raw -3643500.122722 + Penalty 3327.905671 = -3640172.217051 nChanged 149 SP:Iteration 18Q (720.491673 sec): 3 clusters Score: Raw -3643551.295598 + Penalty 3327.905671 = -3640223.389926 nChanged 99 SP:Iteration 19Q (720.572769 sec): 3 clusters Score: Raw -3643572.679570 + Penalty 3327.905671 = -3640244.773898 nChanged 58 SP:Iteration 20F (720.661153 sec): 3 clusters Score: Raw -3643584.947243 + Penalty 3327.905671 = -3640257.041572 nChanged 55 SP:Iteration 21Q (720.742144 sec): 3 clusters Score: Raw -3643595.279089 + Penalty 3327.905671 = -3640267.373418 nChanged 45 SP:Iteration 22Q (720.822792 sec): 3 clusters Score: Raw -3643603.262865 + Penalty 3327.905671 = -3640275.357194 nChanged 36 SP:Iteration 23Q (720.889061 sec): 3 clusters Score: Raw -3643607.455528 + Penalty 3327.905671 = -3640279.549856 nChanged 19 SP:Iteration 24Q (720.982336 sec): 3 clusters Score: Raw -3643609.661445 + Penalty 3327.905671 = -3640281.755774 nChanged 18 SP:Iteration 25Q (721.046771 sec): 3 clusters Score: Raw -3643611.961206 + Penalty 3327.905671 = -3640284.055534 nChanged 16 SP:Iteration 26Q (721.123347 sec): 3 clusters Score: Raw -3643613.577837 + Penalty 3327.905671 = -3640285.672165 nChanged 13 SP:Iteration 27Q (721.208992 sec): 3 clusters Score: Raw -3643614.839659 + Penalty 3327.905671 = -3640286.933987 nChanged 6 SP:Iteration 28Q (721.292718 sec): 3 clusters Score: Raw -3643615.177347 + Penalty 3327.905671 = -3640287.271676 nChanged 5 SP:Iteration 29Q (721.379143 sec): 3 clusters Score: Raw -3643615.420326 + Penalty 3327.905671 = -3640287.514655 nChanged 2 SP:Iteration 30Q (721.461473 sec): 3 clusters Score: Raw -3643615.526000 + Penalty 3327.905671 = -3640287.620329 nChanged 2 SP:Iteration 31Q (721.547259 sec): 3 clusters Score: Raw -3643615.628423 + Penalty 3327.905671 = -3640287.722752 nChanged 2 SP:Iteration 32Q (721.631026 sec): 3 clusters Score: Raw -3643615.808690 + Penalty 3327.905671 = -3640287.903019 nChanged 4 SP:Iteration 33Q (721.717269 sec): 3 clusters Score: Raw -3643616.086445 + Penalty 3327.905671 = -3640288.180774 nChanged 4 SP:Iteration 34Q (721.794928 sec): 3 clusters Score: Raw -3643616.356147 + Penalty 3327.905671 = -3640288.450476 nChanged 0 SP:Iteration 35F (721.864096 sec): 3 clusters Score: Raw -3643616.356147 + Penalty 3327.905671 = -3640288.450476 nChanged 0 Score: Raw -99924779.759924 + Penalty 61680.572218 = -99863099.187706 Splitting cluster 25 changes total score from -99861955.257624 to -99863099.187706 So it's getting split into cluster 28. Iteration 59Q (742.929339 sec): 29 clusters Score: Raw -99926096.977236 + Penalty 61680.572218 = -99864416.405018 nChanged 4451 Iteration 60F (756.068445 sec): 29 clusters Score: Raw -99927725.440911 + Penalty 61680.572218 = -99866044.868693 nChanged 3612 Iteration 61Q (762.586054 sec): 29 clusters Score: Raw -99928602.259101 + Penalty 61680.572218 = -99866921.686882 nChanged 2897 Iteration 62Q (769.059681 sec): 29 clusters Score: Raw -99929122.641301 + Penalty 61680.572218 = -99867442.069083 nChanged 2599 Iteration 63Q (775.553234 sec): 29 clusters Score: Raw -99929502.909355 + Penalty 61680.572218 = -99867822.337137 nChanged 2298 Iteration 64Q (781.914608 sec): 29 clusters Score: Raw -99929777.886776 + Penalty 61680.572218 = -99868097.314557 nChanged 2008 Iteration 65Q (788.339317 sec): 29 clusters Score: Raw -99929991.879803 + Penalty 61680.572218 = -99868311.307585 nChanged 1807 Iteration 66Q (794.619201 sec): 29 clusters Score: Raw -99930151.740935 + Penalty 61680.572218 = -99868471.168717 nChanged 1623 Iteration 67Q (801.109017 sec): 29 clusters Score: Raw -99930274.479517 + Penalty 61680.572218 = -99868593.907299 nChanged 1508 Iteration 68Q (807.566250 sec): 29 clusters Score: Raw -99930380.769777 + Penalty 61680.572218 = -99868700.197559 nChanged 1428 Iteration 69Q (813.903697 sec): 29 clusters Score: Raw -99930477.275205 + Penalty 61680.572218 = -99868796.702987 nChanged 1359 Iteration 70Q (820.320693 sec): 29 clusters Score: Raw -99930565.077939 + Penalty 61680.572218 = -99868884.505721 nChanged 1268 Iteration 71Q (826.684436 sec): 29 clusters Score: Raw -99930639.006078 + Penalty 61680.572218 = -99868958.433859 nChanged 1203 Iteration 72Q (833.069867 sec): 29 clusters Score: Raw -99930707.978037 + Penalty 61680.572218 = -99869027.405818 nChanged 1122 Iteration 73Q (839.542300 sec): 29 clusters Score: Raw -99930769.349910 + Penalty 61680.572218 = -99869088.777692 nChanged 1103 Iteration 74Q (845.651177 sec): 29 clusters Score: Raw -99930833.635637 + Penalty 61680.572218 = -99869153.063419 nChanged 1079 Iteration 75Q (852.017743 sec): 29 clusters Score: Raw -99930892.455513 + Penalty 61680.572218 = -99869211.883294 nChanged 1047 Iteration 76Q (858.428568 sec): 29 clusters Score: Raw -99930946.474935 + Penalty 61680.572218 = -99869265.902716 nChanged 974 Iteration 77Q (864.954506 sec): 29 clusters Score: Raw -99930993.628581 + Penalty 61680.572218 = -99869313.056362 nChanged 911 Iteration 78Q (871.398291 sec): 29 clusters Score: Raw -99931037.964537 + Penalty 61680.572218 = -99869357.392319 nChanged 845 Iteration 79Q (877.829966 sec): 29 clusters Score: Raw -99931081.975801 + Penalty 61680.572218 = -99869401.403583 nChanged 849 Iteration 80F (890.719045 sec): 29 clusters Score: Raw -99931134.902889 + Penalty 61680.572218 = -99869454.330671 nChanged 823 Iteration 81Q (897.089983 sec): 29 clusters Score: Raw -99931181.486428 + Penalty 61680.572218 = -99869500.914209 nChanged 784 Iteration 82Q (903.701850 sec): 29 clusters Score: Raw -99931223.768301 + Penalty 61680.572218 = -99869543.196082 nChanged 752 Iteration 83Q (910.067252 sec): 29 clusters Score: Raw -99931259.046013 + Penalty 61680.572218 = -99869578.473794 nChanged 704 Iteration 84Q (916.541039 sec): 29 clusters Score: Raw -99931294.065764 + Penalty 61680.572218 = -99869613.493546 nChanged 745 Iteration 85Q (923.009354 sec): 29 clusters Score: Raw -99931330.067692 + Penalty 61680.572218 = -99869649.495474 nChanged 735 Iteration 86Q (929.375936 sec): 29 clusters Score: Raw -99931365.004131 + Penalty 61680.572218 = -99869684.431912 nChanged 745 Iteration 87Q (935.711417 sec): 29 clusters Score: Raw -99931402.809230 + Penalty 61680.572218 = -99869722.237011 nChanged 794 Iteration 88Q (942.076182 sec): 29 clusters Score: Raw -99931442.568067 + Penalty 61680.572218 = -99869761.995849 nChanged 768 Iteration 89Q (948.538524 sec): 29 clusters Score: Raw -99931480.547978 + Penalty 61680.572218 = -99869799.975759 nChanged 741 Iteration 90Q (954.946058 sec): 29 clusters Score: Raw -99931516.683306 + Penalty 61680.572218 = -99869836.111088 nChanged 767 Iteration 91Q (961.311782 sec): 29 clusters Score: Raw -99931554.117953 + Penalty 61680.572218 = -99869873.545734 nChanged 788 Iteration 92Q (967.744258 sec): 29 clusters Score: Raw -99931593.792751 + Penalty 61680.572218 = -99869913.220533 nChanged 784 Iteration 93Q (974.131379 sec): 29 clusters Score: Raw -99931635.959380 + Penalty 61680.572218 = -99869955.387161 nChanged 794 Iteration 94Q (980.395329 sec): 29 clusters Score: Raw -99931679.507592 + Penalty 61680.572218 = -99869998.935374 nChanged 813 Iteration 95Q (986.981560 sec): 29 clusters Score: Raw -99931721.603073 + Penalty 61680.572218 = -99870041.030854 nChanged 805 Iteration 96Q (993.362117 sec): 29 clusters Score: Raw -99931762.412145 + Penalty 61680.572218 = -99870081.839926 nChanged 752 Iteration 97Q (999.646582 sec): 29 clusters Score: Raw -99931799.906068 + Penalty 61680.572218 = -99870119.333850 nChanged 748 Iteration 98Q (1005.947359 sec): 29 clusters Score: Raw -99931834.650420 + Penalty 61680.572218 = -99870154.078201 nChanged 724 Writing temp clu file Because OldScore, -99870119.333850, is greater than current (better) Score,-99870154.078201 Compute initial score before splitting: Score: Raw -99931834.650420 + Penalty 61680.572218 = -99870154.078201 Trying to split cluster 1 (7951 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1006.121528 sec): 2 clusters Score: Raw -1035518.211034 + Penalty 1459.421110 = -1034058.789924 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1006.155082 sec): 3 clusters Score: Raw -1031085.597802 + Penalty 2918.842220 = -1028166.755582 nChanged 3407 SP:Iteration 1F (1006.183950 sec): 3 clusters Score: Raw -1032935.082496 + Penalty 2918.842220 = -1030016.240275 nChanged 568 SP:Iteration 2F (1006.212398 sec): 3 clusters Score: Raw -1033273.178779 + Penalty 2918.842220 = -1030354.336558 nChanged 515 SP:Iteration 3F (1006.249634 sec): 3 clusters Score: Raw -1033611.899743 + Penalty 2918.842220 = -1030693.057523 nChanged 514 SP:Iteration 4F (1006.278360 sec): 3 clusters Score: Raw -1033964.190544 + Penalty 2918.842220 = -1031045.348324 nChanged 490 SP:Iteration 5F (1006.309974 sec): 3 clusters Score: Raw -1034307.100749 + Penalty 2918.842220 = -1031388.258529 nChanged 465 SP:Iteration 6F (1006.372638 sec): 3 clusters Score: Raw -1034652.501881 + Penalty 2918.842220 = -1031733.659661 nChanged 395 SP:Iteration 7Q (1006.406074 sec): 3 clusters Score: Raw -1034961.434139 + Penalty 2918.842220 = -1032042.591919 nChanged 334 SP:Iteration 8Q (1006.460881 sec): 3 clusters Score: Raw -1035227.139125 + Penalty 2918.842220 = -1032308.296905 nChanged 264 SP:Iteration 9Q (1006.490481 sec): 3 clusters Score: Raw -1035453.651051 + Penalty 2918.842220 = -1032534.808831 nChanged 206 SP:Iteration 10Q (1006.515568 sec): 3 clusters Score: Raw -1035648.895713 + Penalty 2918.842220 = -1032730.053493 nChanged 185 SP:Iteration 11Q (1006.568384 sec): 3 clusters Score: Raw -1035770.397699 + Penalty 2918.842220 = -1032851.555479 nChanged 104 SP:Iteration 12Q (1006.627777 sec): 3 clusters Score: Raw -1035829.744912 + Penalty 2918.842220 = -1032910.902692 nChanged 65 SP:Iteration 13Q (1006.661600 sec): 3 clusters Score: Raw -1035865.932127 + Penalty 2918.842220 = -1032947.089907 nChanged 52 SP:Iteration 14Q (1006.689573 sec): 3 clusters Score: Raw -1035894.263012 + Penalty 2918.842220 = -1032975.420792 nChanged 37 SP:Iteration 15Q (1006.747706 sec): 3 clusters Score: Raw -1035911.277228 + Penalty 2918.842220 = -1032992.435008 nChanged 28 SP:Iteration 16Q (1006.794676 sec): 3 clusters Score: Raw -1035924.453250 + Penalty 2918.842220 = -1033005.611030 nChanged 32 SP:Iteration 17Q (1006.843147 sec): 3 clusters Score: Raw -1035938.682220 + Penalty 2918.842220 = -1033019.839999 nChanged 28 SP:Iteration 18Q (1006.875255 sec): 3 clusters Score: Raw -1035950.572238 + Penalty 2918.842220 = -1033031.730018 nChanged 25 SP:Iteration 19Q (1006.899346 sec): 3 clusters Score: Raw -1035960.649462 + Penalty 2918.842220 = -1033041.807241 nChanged 16 SP:Iteration 20F (1006.929152 sec): 3 clusters Score: Raw -1035969.567612 + Penalty 2918.842220 = -1033050.725392 nChanged 24 SP:Iteration 21Q (1006.955618 sec): 3 clusters Score: Raw -1035982.946721 + Penalty 2918.842220 = -1033064.104500 nChanged 17 SP:Iteration 22Q (1006.982581 sec): 3 clusters Score: Raw -1035990.101945 + Penalty 2918.842220 = -1033071.259724 nChanged 15 SP:Iteration 23Q (1007.010421 sec): 3 clusters Score: Raw -1035998.447059 + Penalty 2918.842220 = -1033079.604838 nChanged 13 SP:Iteration 24Q (1007.038607 sec): 3 clusters Score: Raw -1036004.793698 + Penalty 2918.842220 = -1033085.951478 nChanged 10 SP:Iteration 25Q (1007.067921 sec): 3 clusters Score: Raw -1036008.384335 + Penalty 2918.842220 = -1033089.542115 nChanged 10 SP:Iteration 26Q (1007.124399 sec): 3 clusters Score: Raw -1036011.609633 + Penalty 2918.842220 = -1033092.767413 nChanged 10 SP:Iteration 27Q (1007.167568 sec): 3 clusters Score: Raw -1036014.238798 + Penalty 2918.842220 = -1033095.396577 nChanged 9 SP:Iteration 28Q (1007.195749 sec): 3 clusters Score: Raw -1036016.923499 + Penalty 2918.842220 = -1033098.081278 nChanged 8 SP:Iteration 29Q (1007.224779 sec): 3 clusters Score: Raw -1036019.670896 + Penalty 2918.842220 = -1033100.828676 nChanged 10 SP:Iteration 30Q (1007.254538 sec): 3 clusters Score: Raw -1036022.930336 + Penalty 2918.842220 = -1033104.088115 nChanged 6 SP:Iteration 31Q (1007.283270 sec): 3 clusters Score: Raw -1036026.322315 + Penalty 2918.842220 = -1033107.480095 nChanged 6 SP:Iteration 32Q (1007.311800 sec): 3 clusters Score: Raw -1036029.630726 + Penalty 2918.842220 = -1033110.788505 nChanged 9 SP:Iteration 33Q (1007.356659 sec): 3 clusters Score: Raw -1036031.974429 + Penalty 2918.842220 = -1033113.132209 nChanged 3 SP:Iteration 34Q (1007.385421 sec): 3 clusters Score: Raw -1036033.138274 + Penalty 2918.842220 = -1033114.296054 nChanged 5 SP:Iteration 35Q (1007.428280 sec): 3 clusters Score: Raw -1036034.667866 + Penalty 2918.842220 = -1033115.825645 nChanged 6 SP:Iteration 36Q (1007.457130 sec): 3 clusters Score: Raw -1036037.843541 + Penalty 2918.842220 = -1033119.001321 nChanged 5 SP:Iteration 37Q (1007.503119 sec): 3 clusters Score: Raw -1036039.882683 + Penalty 2918.842220 = -1033121.040463 nChanged 6 SP:Iteration 38Q (1007.526270 sec): 3 clusters Score: Raw -1036042.476462 + Penalty 2918.842220 = -1033123.634242 nChanged 5 SP:Iteration 39Q (1007.549574 sec): 3 clusters Score: Raw -1036044.280203 + Penalty 2918.842220 = -1033125.437983 nChanged 4 SP:Iteration 40F (1007.575257 sec): 3 clusters Score: Raw -1036045.575732 + Penalty 2918.842220 = -1033126.733511 nChanged 4 SP:Iteration 41Q (1007.601352 sec): 3 clusters Score: Raw -1036046.681284 + Penalty 2918.842220 = -1033127.839064 nChanged 4 SP:Iteration 42Q (1007.629556 sec): 3 clusters Score: Raw -1036048.127364 + Penalty 2918.842220 = -1033129.285143 nChanged 2 SP:Iteration 43Q (1007.684276 sec): 3 clusters Score: Raw -1036048.862935 + Penalty 2918.842220 = -1033130.020715 nChanged 2 SP:Iteration 44Q (1007.712495 sec): 3 clusters Score: Raw -1036049.990362 + Penalty 2918.842220 = -1033131.148142 nChanged 2 SP:Iteration 45Q (1007.741823 sec): 3 clusters Score: Raw -1036051.568942 + Penalty 2918.842220 = -1033132.726722 nChanged 4 SP:Iteration 46Q (1007.770566 sec): 3 clusters Score: Raw -1036054.275934 + Penalty 2918.842220 = -1033135.433714 nChanged 2 SP:Iteration 47Q (1007.799525 sec): 3 clusters Score: Raw -1036054.835654 + Penalty 2918.842220 = -1033135.993433 nChanged 3 SP:Iteration 48Q (1007.828550 sec): 3 clusters Score: Raw -1036056.260186 + Penalty 2918.842220 = -1033137.417966 nChanged 2 SP:Iteration 49Q (1007.857606 sec): 3 clusters Score: Raw -1036057.506634 + Penalty 2918.842220 = -1033138.664413 nChanged 2 SP:Iteration 50Q (1007.887359 sec): 3 clusters Score: Raw -1036058.788701 + Penalty 2918.842220 = -1033139.946481 nChanged 5 SP:Iteration 51Q (1007.916011 sec): 3 clusters Score: Raw -1036060.521967 + Penalty 2918.842220 = -1033141.679746 nChanged 2 SP:Iteration 52Q (1007.944999 sec): 3 clusters Score: Raw -1036061.489474 + Penalty 2918.842220 = -1033142.647253 nChanged 0 SP:Iteration 53F (1007.974420 sec): 3 clusters Score: Raw -1036061.489474 + Penalty 2918.842220 = -1033142.647253 nChanged 0 Trying to split cluster 2 (2772 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1007.990919 sec): 2 clusters Score: Raw -353187.062413 + Penalty 1288.190209 = -351898.872205 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1008.004577 sec): 3 clusters Score: Raw -351896.251086 + Penalty 2576.380417 = -349319.870669 nChanged 1036 SP:Iteration 1F (1008.018328 sec): 3 clusters Score: Raw -352602.065534 + Penalty 2576.380417 = -350025.685117 nChanged 243 SP:Iteration 2F (1008.032091 sec): 3 clusters Score: Raw -352802.275874 + Penalty 2576.380417 = -350225.895457 nChanged 162 SP:Iteration 3F (1008.045896 sec): 3 clusters Score: Raw -352940.351618 + Penalty 2576.380417 = -350363.971201 nChanged 134 SP:Iteration 4Q (1008.059503 sec): 3 clusters Score: Raw -353060.636514 + Penalty 2576.380417 = -350484.256097 nChanged 124 SP:Iteration 5Q (1008.073132 sec): 3 clusters Score: Raw -353173.856668 + Penalty 2576.380417 = -350597.476251 nChanged 115 SP:Iteration 6Q (1008.092963 sec): 3 clusters Score: Raw -353264.386174 + Penalty 2576.380417 = -350688.005757 nChanged 95 SP:Iteration 7Q (1008.113090 sec): 3 clusters Score: Raw -353335.201245 + Penalty 2576.380417 = -350758.820828 nChanged 73 SP:Iteration 8Q (1008.130822 sec): 3 clusters Score: Raw -353388.343828 + Penalty 2576.380417 = -350811.963411 nChanged 51 SP:Iteration 9Q (1008.148912 sec): 3 clusters Score: Raw -353428.098854 + Penalty 2576.380417 = -350851.718437 nChanged 57 SP:Iteration 10Q (1008.166642 sec): 3 clusters Score: Raw -353481.516725 + Penalty 2576.380417 = -350905.136308 nChanged 57 SP:Iteration 11Q (1008.184999 sec): 3 clusters Score: Raw -353527.385810 + Penalty 2576.380417 = -350951.005393 nChanged 38 SP:Iteration 12Q (1008.202486 sec): 3 clusters Score: Raw -353557.803322 + Penalty 2576.380417 = -350981.422905 nChanged 32 SP:Iteration 13Q (1008.220519 sec): 3 clusters Score: Raw -353576.783728 + Penalty 2576.380417 = -351000.403311 nChanged 30 SP:Iteration 14Q (1008.237424 sec): 3 clusters Score: Raw -353588.820235 + Penalty 2576.380417 = -351012.439818 nChanged 26 SP:Iteration 15Q (1008.255728 sec): 3 clusters Score: Raw -353602.993847 + Penalty 2576.380417 = -351026.613430 nChanged 28 SP:Iteration 16Q (1008.273934 sec): 3 clusters Score: Raw -353617.413960 + Penalty 2576.380417 = -351041.033543 nChanged 29 SP:Iteration 17Q (1008.290700 sec): 3 clusters Score: Raw -353634.330526 + Penalty 2576.380417 = -351057.950109 nChanged 28 SP:Iteration 18Q (1008.307737 sec): 3 clusters Score: Raw -353646.954436 + Penalty 2576.380417 = -351070.574019 nChanged 26 SP:Iteration 19Q (1008.324634 sec): 3 clusters Score: Raw -353659.381332 + Penalty 2576.380417 = -351083.000915 nChanged 19 SP:Iteration 20F (1008.341335 sec): 3 clusters Score: Raw -353672.473839 + Penalty 2576.380417 = -351096.093422 nChanged 27 SP:Iteration 21Q (1008.357896 sec): 3 clusters Score: Raw -353691.223294 + Penalty 2576.380417 = -351114.842877 nChanged 24 SP:Iteration 22Q (1008.371339 sec): 3 clusters Score: Raw -353704.229073 + Penalty 2576.380417 = -351127.848656 nChanged 27 SP:Iteration 23Q (1008.420067 sec): 3 clusters Score: Raw -353717.759912 + Penalty 2576.380417 = -351141.379495 nChanged 31 SP:Iteration 24Q (1008.453893 sec): 3 clusters Score: Raw -353735.569630 + Penalty 2576.380417 = -351159.189213 nChanged 34 SP:Iteration 25Q (1008.477568 sec): 3 clusters Score: Raw -353755.340494 + Penalty 2576.380417 = -351178.960077 nChanged 29 SP:Iteration 26Q (1008.496653 sec): 3 clusters Score: Raw -353773.538205 + Penalty 2576.380417 = -351197.157788 nChanged 30 SP:Iteration 27Q (1008.539555 sec): 3 clusters Score: Raw -353796.972615 + Penalty 2576.380417 = -351220.592198 nChanged 29 SP:Iteration 28Q (1008.590070 sec): 3 clusters Score: Raw -353814.924933 + Penalty 2576.380417 = -351238.544516 nChanged 32 SP:Iteration 29Q (1008.628847 sec): 3 clusters Score: Raw -353835.761118 + Penalty 2576.380417 = -351259.380701 nChanged 32 SP:Iteration 30Q (1008.679149 sec): 3 clusters Score: Raw -353852.532370 + Penalty 2576.380417 = -351276.151953 nChanged 25 SP:Iteration 31Q (1008.731239 sec): 3 clusters Score: Raw -353865.776467 + Penalty 2576.380417 = -351289.396050 nChanged 22 SP:Iteration 32Q (1008.781300 sec): 3 clusters Score: Raw -353875.235534 + Penalty 2576.380417 = -351298.855117 nChanged 17 SP:Iteration 33Q (1008.825904 sec): 3 clusters Score: Raw -353884.034058 + Penalty 2576.380417 = -351307.653641 nChanged 18 SP:Iteration 34Q (1008.875884 sec): 3 clusters Score: Raw -353895.034664 + Penalty 2576.380417 = -351318.654247 nChanged 20 SP:Iteration 35Q (1008.924576 sec): 3 clusters Score: Raw -353904.793780 + Penalty 2576.380417 = -351328.413363 nChanged 13 SP:Iteration 36Q (1008.973421 sec): 3 clusters Score: Raw -353909.902867 + Penalty 2576.380417 = -351333.522450 nChanged 4 SP:Iteration 37Q (1009.017492 sec): 3 clusters Score: Raw -353910.969860 + Penalty 2576.380417 = -351334.589443 nChanged 1 SP:Iteration 38Q (1009.066533 sec): 3 clusters Score: Raw -353911.502757 + Penalty 2576.380417 = -351335.122340 nChanged 2 SP:Iteration 39Q (1009.116268 sec): 3 clusters Score: Raw -353912.463988 + Penalty 2576.380417 = -351336.083571 nChanged 5 SP:Iteration 40F (1009.167184 sec): 3 clusters Score: Raw -353914.365677 + Penalty 2576.380417 = -351337.985260 nChanged 4 SP:Iteration 41Q (1009.217676 sec): 3 clusters Score: Raw -353915.160297 + Penalty 2576.380417 = -351338.779880 nChanged 3 SP:Iteration 42Q (1009.279544 sec): 3 clusters Score: Raw -353915.784482 + Penalty 2576.380417 = -351339.404065 nChanged 2 SP:Iteration 43Q (1009.314323 sec): 3 clusters Score: Raw -353916.802612 + Penalty 2576.380417 = -351340.422195 nChanged 2 SP:Iteration 44Q (1009.360792 sec): 3 clusters Score: Raw -353917.279472 + Penalty 2576.380417 = -351340.899055 nChanged 4 SP:Iteration 45Q (1009.408295 sec): 3 clusters Score: Raw -353918.227286 + Penalty 2576.380417 = -351341.846869 nChanged 0 SP:Iteration 46F (1009.465518 sec): 3 clusters Score: Raw -353918.227286 + Penalty 2576.380417 = -351341.846869 nChanged 0 Trying to split cluster 3 (20581 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1009.510076 sec): 2 clusters Score: Raw -2691721.727551 + Penalty 1613.970085 = -2690107.757466 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1009.574858 sec): 3 clusters Score: Raw -2679315.124364 + Penalty 3227.940170 = -2676087.184194 nChanged 9268 SP:Iteration 1F (1009.650161 sec): 3 clusters Score: Raw -2684344.666048 + Penalty 3227.940170 = -2681116.725878 nChanged 1022 SP:Iteration 2Q (1009.722295 sec): 3 clusters Score: Raw -2684718.398383 + Penalty 3227.940170 = -2681490.458213 nChanged 937 SP:Iteration 3Q (1009.796543 sec): 3 clusters Score: Raw -2685067.838875 + Penalty 3227.940170 = -2681839.898705 nChanged 939 SP:Iteration 4Q (1009.864813 sec): 3 clusters Score: Raw -2685488.261546 + Penalty 3227.940170 = -2682260.321376 nChanged 1071 SP:Iteration 5F (1009.936155 sec): 3 clusters Score: Raw -2686047.388408 + Penalty 3227.940170 = -2682819.448238 nChanged 1118 SP:Iteration 6F (1010.007980 sec): 3 clusters Score: Raw -2686725.344054 + Penalty 3227.940170 = -2683497.403884 nChanged 1203 SP:Iteration 7F (1010.080121 sec): 3 clusters Score: Raw -2687550.709143 + Penalty 3227.940170 = -2684322.768974 nChanged 1224 SP:Iteration 8F (1010.160900 sec): 3 clusters Score: Raw -2688459.621945 + Penalty 3227.940170 = -2685231.681775 nChanged 1092 SP:Iteration 9F (1010.232054 sec): 3 clusters Score: Raw -2689328.412810 + Penalty 3227.940170 = -2686100.472641 nChanged 926 SP:Iteration 10Q (1010.284460 sec): 3 clusters Score: Raw -2690060.238446 + Penalty 3227.940170 = -2686832.298277 nChanged 672 SP:Iteration 11Q (1010.355628 sec): 3 clusters Score: Raw -2690563.659105 + Penalty 3227.940170 = -2687335.718935 nChanged 487 SP:Iteration 12Q (1010.425744 sec): 3 clusters Score: Raw -2690904.549247 + Penalty 3227.940170 = -2687676.609077 nChanged 363 SP:Iteration 13Q (1010.496548 sec): 3 clusters Score: Raw -2691157.978570 + Penalty 3227.940170 = -2687930.038400 nChanged 261 SP:Iteration 14Q (1010.563650 sec): 3 clusters Score: Raw -2691330.741552 + Penalty 3227.940170 = -2688102.801383 nChanged 207 SP:Iteration 15Q (1010.633112 sec): 3 clusters Score: Raw -2691465.681952 + Penalty 3227.940170 = -2688237.741782 nChanged 166 SP:Iteration 16Q (1010.709077 sec): 3 clusters Score: Raw -2691556.844472 + Penalty 3227.940170 = -2688328.904303 nChanged 122 SP:Iteration 17Q (1010.768312 sec): 3 clusters Score: Raw -2691614.447037 + Penalty 3227.940170 = -2688386.506868 nChanged 120 SP:Iteration 18Q (1010.832525 sec): 3 clusters Score: Raw -2691665.454365 + Penalty 3227.940170 = -2688437.514195 nChanged 95 SP:Iteration 19Q (1010.907086 sec): 3 clusters Score: Raw -2691708.252922 + Penalty 3227.940170 = -2688480.312752 nChanged 82 SP:Iteration 20F (1010.977243 sec): 3 clusters Score: Raw -2691742.178507 + Penalty 3227.940170 = -2688514.238337 nChanged 82 SP:Iteration 21Q (1011.060132 sec): 3 clusters Score: Raw -2691772.030161 + Penalty 3227.940170 = -2688544.089992 nChanged 62 SP:Iteration 22Q (1011.116517 sec): 3 clusters Score: Raw -2691793.384694 + Penalty 3227.940170 = -2688565.444524 nChanged 61 SP:Iteration 23Q (1011.186344 sec): 3 clusters Score: Raw -2691812.081121 + Penalty 3227.940170 = -2688584.140951 nChanged 43 SP:Iteration 24Q (1011.258935 sec): 3 clusters Score: Raw -2691825.949753 + Penalty 3227.940170 = -2688598.009583 nChanged 31 SP:Iteration 25Q (1011.330136 sec): 3 clusters Score: Raw -2691835.512504 + Penalty 3227.940170 = -2688607.572335 nChanged 31 SP:Iteration 26Q (1011.402448 sec): 3 clusters Score: Raw -2691846.069836 + Penalty 3227.940170 = -2688618.129666 nChanged 27 SP:Iteration 27Q (1011.470154 sec): 3 clusters Score: Raw -2691854.940891 + Penalty 3227.940170 = -2688627.000722 nChanged 25 SP:Iteration 28Q (1011.543129 sec): 3 clusters Score: Raw -2691861.561476 + Penalty 3227.940170 = -2688633.621307 nChanged 18 SP:Iteration 29Q (1011.614623 sec): 3 clusters Score: Raw -2691868.252783 + Penalty 3227.940170 = -2688640.312613 nChanged 14 SP:Iteration 30Q (1011.687100 sec): 3 clusters Score: Raw -2691871.860194 + Penalty 3227.940170 = -2688643.920025 nChanged 11 SP:Iteration 31Q (1011.758315 sec): 3 clusters Score: Raw -2691874.769064 + Penalty 3227.940170 = -2688646.828894 nChanged 9 SP:Iteration 32Q (1011.831510 sec): 3 clusters Score: Raw -2691876.770926 + Penalty 3227.940170 = -2688648.830756 nChanged 10 SP:Iteration 33Q (1011.905307 sec): 3 clusters Score: Raw -2691879.088902 + Penalty 3227.940170 = -2688651.148732 nChanged 11 SP:Iteration 34Q (1011.977607 sec): 3 clusters Score: Raw -2691882.054542 + Penalty 3227.940170 = -2688654.114372 nChanged 13 SP:Iteration 35Q (1012.051072 sec): 3 clusters Score: Raw -2691885.521544 + Penalty 3227.940170 = -2688657.581374 nChanged 7 SP:Iteration 36Q (1012.124518 sec): 3 clusters Score: Raw -2691887.260124 + Penalty 3227.940170 = -2688659.319954 nChanged 4 SP:Iteration 37Q (1012.197278 sec): 3 clusters Score: Raw -2691888.619336 + Penalty 3227.940170 = -2688660.679166 nChanged 6 SP:Iteration 38Q (1012.265108 sec): 3 clusters Score: Raw -2691889.766272 + Penalty 3227.940170 = -2688661.826103 nChanged 9 SP:Iteration 39Q (1012.337431 sec): 3 clusters Score: Raw -2691892.238579 + Penalty 3227.940170 = -2688664.298409 nChanged 9 SP:Iteration 40F (1012.417606 sec): 3 clusters Score: Raw -2691896.544069 + Penalty 3227.940170 = -2688668.603900 nChanged 9 SP:Iteration 41Q (1012.490217 sec): 3 clusters Score: Raw -2691900.646063 + Penalty 3227.940170 = -2688672.705893 nChanged 10 SP:Iteration 42Q (1012.571359 sec): 3 clusters Score: Raw -2691904.294936 + Penalty 3227.940170 = -2688676.354767 nChanged 9 SP:Iteration 43Q (1012.637161 sec): 3 clusters Score: Raw -2691906.419915 + Penalty 3227.940170 = -2688678.479745 nChanged 4 SP:Iteration 44Q (1012.709705 sec): 3 clusters Score: Raw -2691908.097783 + Penalty 3227.940170 = -2688680.157613 nChanged 5 SP:Iteration 45Q (1012.779648 sec): 3 clusters Score: Raw -2691908.918344 + Penalty 3227.940170 = -2688680.978174 nChanged 4 SP:Iteration 46Q (1012.852451 sec): 3 clusters Score: Raw -2691910.032971 + Penalty 3227.940170 = -2688682.092801 nChanged 6 SP:Iteration 47Q (1012.921254 sec): 3 clusters Score: Raw -2691911.742706 + Penalty 3227.940170 = -2688683.802536 nChanged 6 SP:Iteration 48Q (1012.993566 sec): 3 clusters Score: Raw -2691913.253538 + Penalty 3227.940170 = -2688685.313368 nChanged 9 SP:Iteration 49Q (1013.061206 sec): 3 clusters Score: Raw -2691916.333042 + Penalty 3227.940170 = -2688688.392872 nChanged 13 SP:Iteration 50Q (1013.134189 sec): 3 clusters Score: Raw -2691920.347021 + Penalty 3227.940170 = -2688692.406852 nChanged 14 SP:Iteration 51Q (1013.206884 sec): 3 clusters Score: Raw -2691924.621431 + Penalty 3227.940170 = -2688696.681261 nChanged 6 SP:Iteration 52Q (1013.278724 sec): 3 clusters Score: Raw -2691926.647404 + Penalty 3227.940170 = -2688698.707234 nChanged 7 SP:Iteration 53Q (1013.351723 sec): 3 clusters Score: Raw -2691928.232295 + Penalty 3227.940170 = -2688700.292125 nChanged 3 SP:Iteration 54Q (1013.419975 sec): 3 clusters Score: Raw -2691929.227196 + Penalty 3227.940170 = -2688701.287026 nChanged 5 SP:Iteration 55Q (1013.492811 sec): 3 clusters Score: Raw -2691930.690656 + Penalty 3227.940170 = -2688702.750486 nChanged 6 SP:Iteration 56Q (1013.565021 sec): 3 clusters Score: Raw -2691932.157979 + Penalty 3227.940170 = -2688704.217810 nChanged 4 SP:Iteration 57Q (1013.632521 sec): 3 clusters Score: Raw -2691933.640048 + Penalty 3227.940170 = -2688705.699878 nChanged 8 SP:Iteration 58Q (1013.705874 sec): 3 clusters Score: Raw -2691936.275534 + Penalty 3227.940170 = -2688708.335364 nChanged 9 SP:Iteration 59Q (1013.779237 sec): 3 clusters Score: Raw -2691939.346292 + Penalty 3227.940170 = -2688711.406122 nChanged 5 SP:Iteration 60F (1013.857096 sec): 3 clusters Score: Raw -2691940.933623 + Penalty 3227.940170 = -2688712.993453 nChanged 7 SP:Iteration 61Q (1013.923041 sec): 3 clusters Score: Raw -2691943.871808 + Penalty 3227.940170 = -2688715.931638 nChanged 6 SP:Iteration 62Q (1013.995294 sec): 3 clusters Score: Raw -2691947.449638 + Penalty 3227.940170 = -2688719.509469 nChanged 9 SP:Iteration 63Q (1014.068147 sec): 3 clusters Score: Raw -2691951.487537 + Penalty 3227.940170 = -2688723.547367 nChanged 11 SP:Iteration 64Q (1014.130559 sec): 3 clusters Score: Raw -2691955.308170 + Penalty 3227.940170 = -2688727.368000 nChanged 12 SP:Iteration 65Q (1014.204325 sec): 3 clusters Score: Raw -2691962.088327 + Penalty 3227.940170 = -2688734.148157 nChanged 10 SP:Iteration 66Q (1014.277247 sec): 3 clusters Score: Raw -2691965.789301 + Penalty 3227.940170 = -2688737.849131 nChanged 10 SP:Iteration 67Q (1014.347855 sec): 3 clusters Score: Raw -2691968.930377 + Penalty 3227.940170 = -2688740.990207 nChanged 9 SP:Iteration 68Q (1014.430663 sec): 3 clusters Score: Raw -2691972.044439 + Penalty 3227.940170 = -2688744.104269 nChanged 8 SP:Iteration 69Q (1014.486679 sec): 3 clusters Score: Raw -2691974.323381 + Penalty 3227.940170 = -2688746.383211 nChanged 11 SP:Iteration 70Q (1014.552409 sec): 3 clusters Score: Raw -2691978.674863 + Penalty 3227.940170 = -2688750.734693 nChanged 15 SP:Iteration 71Q (1014.624630 sec): 3 clusters Score: Raw -2691984.979986 + Penalty 3227.940170 = -2688757.039816 nChanged 14 SP:Iteration 72Q (1014.707665 sec): 3 clusters Score: Raw -2691991.014788 + Penalty 3227.940170 = -2688763.074619 nChanged 8 SP:Iteration 73Q (1014.733158 sec): 3 clusters Score: Raw -2691993.518068 + Penalty 3227.940170 = -2688765.577899 nChanged 8 SP:Iteration 74Q (1014.770293 sec): 3 clusters Score: Raw -2691995.840162 + Penalty 3227.940170 = -2688767.899992 nChanged 5 SP:Iteration 75Q (1014.805626 sec): 3 clusters Score: Raw -2691997.498819 + Penalty 3227.940170 = -2688769.558650 nChanged 4 SP:Iteration 76Q (1014.843162 sec): 3 clusters Score: Raw -2692000.052629 + Penalty 3227.940170 = -2688772.112459 nChanged 9 SP:Iteration 77Q (1014.883948 sec): 3 clusters Score: Raw -2692007.682683 + Penalty 3227.940170 = -2688779.742513 nChanged 15 SP:Iteration 78Q (1014.923741 sec): 3 clusters Score: Raw -2692018.236070 + Penalty 3227.940170 = -2688790.295900 nChanged 15 SP:Iteration 79Q (1014.968619 sec): 3 clusters Score: Raw -2692027.761658 + Penalty 3227.940170 = -2688799.821488 nChanged 17 SP:Iteration 80F (1015.011391 sec): 3 clusters Score: Raw -2692040.118042 + Penalty 3227.940170 = -2688812.177872 nChanged 18 SP:Iteration 81Q (1015.046955 sec): 3 clusters Score: Raw -2692049.074843 + Penalty 3227.940170 = -2688821.134673 nChanged 14 SP:Iteration 82Q (1015.083414 sec): 3 clusters Score: Raw -2692056.130564 + Penalty 3227.940170 = -2688828.190395 nChanged 11 SP:Iteration 83Q (1015.118698 sec): 3 clusters Score: Raw -2692061.436472 + Penalty 3227.940170 = -2688833.496302 nChanged 13 SP:Iteration 84Q (1015.154127 sec): 3 clusters Score: Raw -2692067.822752 + Penalty 3227.940170 = -2688839.882582 nChanged 10 SP:Iteration 85Q (1015.193784 sec): 3 clusters Score: Raw -2692073.418147 + Penalty 3227.940170 = -2688845.477977 nChanged 12 SP:Iteration 86Q (1015.234363 sec): 3 clusters Score: Raw -2692078.393507 + Penalty 3227.940170 = -2688850.453338 nChanged 7 SP:Iteration 87Q (1015.275700 sec): 3 clusters Score: Raw -2692080.799736 + Penalty 3227.940170 = -2688852.859567 nChanged 8 SP:Iteration 88Q (1015.314915 sec): 3 clusters Score: Raw -2692084.207237 + Penalty 3227.940170 = -2688856.267067 nChanged 2 SP:Iteration 89Q (1015.351471 sec): 3 clusters Score: Raw -2692085.143098 + Penalty 3227.940170 = -2688857.202928 nChanged 3 SP:Iteration 90Q (1015.387749 sec): 3 clusters Score: Raw -2692086.416784 + Penalty 3227.940170 = -2688858.476615 nChanged 2 SP:Iteration 91Q (1015.423985 sec): 3 clusters Score: Raw -2692086.867883 + Penalty 3227.940170 = -2688858.927713 nChanged 1 SP:Iteration 92Q (1015.463154 sec): 3 clusters Score: Raw -2692087.024963 + Penalty 3227.940170 = -2688859.084793 nChanged 1 SP:Iteration 93Q (1015.525224 sec): 3 clusters Score: Raw -2692087.329657 + Penalty 3227.940170 = -2688859.389487 nChanged 2 SP:Iteration 94Q (1015.560046 sec): 3 clusters Score: Raw -2692087.917900 + Penalty 3227.940170 = -2688859.977731 nChanged 3 SP:Iteration 95Q (1015.595543 sec): 3 clusters Score: Raw -2692089.763273 + Penalty 3227.940170 = -2688861.823103 nChanged 7 SP:Iteration 96Q (1015.631280 sec): 3 clusters Score: Raw -2692092.965909 + Penalty 3227.940170 = -2688865.025740 nChanged 4 SP:Iteration 97Q (1015.668600 sec): 3 clusters Score: Raw -2692094.141905 + Penalty 3227.940170 = -2688866.201736 nChanged 1 SP:Iteration 98Q (1015.711279 sec): 3 clusters Score: Raw -2692094.476933 + Penalty 3227.940170 = -2688866.536763 nChanged 1 SP:Iteration 99Q (1015.751588 sec): 3 clusters Score: Raw -2692094.928679 + Penalty 3227.940170 = -2688866.988510 nChanged 2 SP:Iteration 100F (1015.801945 sec): 3 clusters Score: Raw -2692095.453996 + Penalty 3227.940170 = -2688867.513826 nChanged 1 SP:Iteration 101Q (1015.846566 sec): 3 clusters Score: Raw -2692096.169178 + Penalty 3227.940170 = -2688868.229008 nChanged 3 SP:Iteration 102Q (1015.887053 sec): 3 clusters Score: Raw -2692097.572285 + Penalty 3227.940170 = -2688869.632115 nChanged 4 SP:Iteration 103Q (1015.945782 sec): 3 clusters Score: Raw -2692099.414930 + Penalty 3227.940170 = -2688871.474760 nChanged 6 SP:Iteration 104Q (1016.024185 sec): 3 clusters Score: Raw -2692101.658513 + Penalty 3227.940170 = -2688873.718343 nChanged 5 SP:Iteration 105Q (1016.068918 sec): 3 clusters Score: Raw -2692102.893121 + Penalty 3227.940170 = -2688874.952951 nChanged 5 SP:Iteration 106Q (1016.104902 sec): 3 clusters Score: Raw -2692104.587936 + Penalty 3227.940170 = -2688876.647766 nChanged 2 SP:Iteration 107Q (1016.140207 sec): 3 clusters Score: Raw -2692105.846641 + Penalty 3227.940170 = -2688877.906471 nChanged 1 SP:Iteration 108Q (1016.175243 sec): 3 clusters Score: Raw -2692106.210589 + Penalty 3227.940170 = -2688878.270419 nChanged 2 SP:Iteration 109Q (1016.210504 sec): 3 clusters Score: Raw -2692107.096354 + Penalty 3227.940170 = -2688879.156184 nChanged 3 SP:Iteration 110Q (1016.248839 sec): 3 clusters Score: Raw -2692108.791988 + Penalty 3227.940170 = -2688880.851818 nChanged 0 SP:Iteration 111F (1016.302866 sec): 3 clusters Score: Raw -2692108.791988 + Penalty 3227.940170 = -2688880.851818 nChanged 0 Trying to split cluster 4 (3459 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1016.319667 sec): 2 clusters Score: Raw -442097.989904 + Penalty 1324.169406 = -440773.820497 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1016.340784 sec): 3 clusters Score: Raw -440399.349927 + Penalty 2648.338813 = -437751.011114 nChanged 1362 SP:Iteration 1F (1016.358310 sec): 3 clusters Score: Raw -441232.296907 + Penalty 2648.338813 = -438583.958094 nChanged 280 SP:Iteration 2F (1016.376344 sec): 3 clusters Score: Raw -441447.483693 + Penalty 2648.338813 = -438799.144880 nChanged 219 SP:Iteration 3F (1016.393941 sec): 3 clusters Score: Raw -441623.025790 + Penalty 2648.338813 = -438974.686977 nChanged 177 SP:Iteration 4F (1016.412311 sec): 3 clusters Score: Raw -441747.811781 + Penalty 2648.338813 = -439099.472968 nChanged 147 SP:Iteration 5Q (1016.429824 sec): 3 clusters Score: Raw -441853.862727 + Penalty 2648.338813 = -439205.523914 nChanged 126 SP:Iteration 6Q (1016.448066 sec): 3 clusters Score: Raw -441946.287136 + Penalty 2648.338813 = -439297.948324 nChanged 119 SP:Iteration 7Q (1016.466032 sec): 3 clusters Score: Raw -442039.026348 + Penalty 2648.338813 = -439390.687535 nChanged 96 SP:Iteration 8Q (1016.483877 sec): 3 clusters Score: Raw -442110.920378 + Penalty 2648.338813 = -439462.581565 nChanged 94 SP:Iteration 9Q (1016.502016 sec): 3 clusters Score: Raw -442174.261592 + Penalty 2648.338813 = -439525.922780 nChanged 94 SP:Iteration 10Q (1016.519859 sec): 3 clusters Score: Raw -442235.725039 + Penalty 2648.338813 = -439587.386226 nChanged 74 SP:Iteration 11Q (1016.537801 sec): 3 clusters Score: Raw -442294.026172 + Penalty 2648.338813 = -439645.687359 nChanged 78 SP:Iteration 12Q (1016.555719 sec): 3 clusters Score: Raw -442354.064300 + Penalty 2648.338813 = -439705.725487 nChanged 70 SP:Iteration 13Q (1016.573451 sec): 3 clusters Score: Raw -442402.034213 + Penalty 2648.338813 = -439753.695400 nChanged 55 SP:Iteration 14Q (1016.591528 sec): 3 clusters Score: Raw -442443.962005 + Penalty 2648.338813 = -439795.623192 nChanged 46 SP:Iteration 15Q (1016.609310 sec): 3 clusters Score: Raw -442478.882514 + Penalty 2648.338813 = -439830.543702 nChanged 51 SP:Iteration 16Q (1016.627302 sec): 3 clusters Score: Raw -442513.456662 + Penalty 2648.338813 = -439865.117849 nChanged 29 SP:Iteration 17Q (1016.645337 sec): 3 clusters Score: Raw -442531.406178 + Penalty 2648.338813 = -439883.067365 nChanged 27 SP:Iteration 18Q (1016.663234 sec): 3 clusters Score: Raw -442546.465894 + Penalty 2648.338813 = -439898.127081 nChanged 26 SP:Iteration 19Q (1016.681298 sec): 3 clusters Score: Raw -442562.510956 + Penalty 2648.338813 = -439914.172143 nChanged 18 SP:Iteration 20F (1016.699557 sec): 3 clusters Score: Raw -442569.921339 + Penalty 2648.338813 = -439921.582526 nChanged 6 SP:Iteration 21Q (1016.717201 sec): 3 clusters Score: Raw -442573.072848 + Penalty 2648.338813 = -439924.734035 nChanged 7 SP:Iteration 22Q (1016.735100 sec): 3 clusters Score: Raw -442576.982408 + Penalty 2648.338813 = -439928.643595 nChanged 9 SP:Iteration 23Q (1016.753018 sec): 3 clusters Score: Raw -442580.503266 + Penalty 2648.338813 = -439932.164453 nChanged 5 SP:Iteration 24Q (1016.771003 sec): 3 clusters Score: Raw -442583.430643 + Penalty 2648.338813 = -439935.091830 nChanged 5 SP:Iteration 25Q (1016.789007 sec): 3 clusters Score: Raw -442585.693695 + Penalty 2648.338813 = -439937.354882 nChanged 7 SP:Iteration 26Q (1016.807040 sec): 3 clusters Score: Raw -442588.234324 + Penalty 2648.338813 = -439939.895511 nChanged 7 SP:Iteration 27Q (1016.824883 sec): 3 clusters Score: Raw -442592.337572 + Penalty 2648.338813 = -439943.998759 nChanged 6 SP:Iteration 28Q (1016.843412 sec): 3 clusters Score: Raw -442596.156507 + Penalty 2648.338813 = -439947.817694 nChanged 5 SP:Iteration 29Q (1016.860697 sec): 3 clusters Score: Raw -442598.806739 + Penalty 2648.338813 = -439950.467926 nChanged 4 SP:Iteration 30Q (1016.879078 sec): 3 clusters Score: Raw -442599.968683 + Penalty 2648.338813 = -439951.629870 nChanged 0 SP:Iteration 31F (1016.897332 sec): 3 clusters Score: Raw -442599.968683 + Penalty 2648.338813 = -439951.629870 nChanged 0 Trying to split cluster 5 (3873 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1016.915630 sec): 2 clusters Score: Raw -510819.895533 + Penalty 1342.540010 = -509477.355523 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1016.940672 sec): 3 clusters Score: Raw -508896.393735 + Penalty 2685.080021 = -506211.313714 nChanged 1554 SP:Iteration 1F (1016.961284 sec): 3 clusters Score: Raw -509787.225313 + Penalty 2685.080021 = -507102.145293 nChanged 310 SP:Iteration 2F (1016.979567 sec): 3 clusters Score: Raw -509981.143067 + Penalty 2685.080021 = -507296.063046 nChanged 218 SP:Iteration 3F (1016.997785 sec): 3 clusters Score: Raw -510105.531601 + Penalty 2685.080021 = -507420.451580 nChanged 172 SP:Iteration 4Q (1017.016099 sec): 3 clusters Score: Raw -510201.644327 + Penalty 2685.080021 = -507516.564306 nChanged 156 SP:Iteration 5Q (1017.034105 sec): 3 clusters Score: Raw -510297.740659 + Penalty 2685.080021 = -507612.660638 nChanged 140 SP:Iteration 6Q (1017.072716 sec): 3 clusters Score: Raw -510372.462119 + Penalty 2685.080021 = -507687.382098 nChanged 132 SP:Iteration 7Q (1017.104513 sec): 3 clusters Score: Raw -510440.424988 + Penalty 2685.080021 = -507755.344967 nChanged 106 SP:Iteration 8Q (1017.122377 sec): 3 clusters Score: Raw -510492.845942 + Penalty 2685.080021 = -507807.765921 nChanged 91 SP:Iteration 9Q (1017.140318 sec): 3 clusters Score: Raw -510538.930134 + Penalty 2685.080021 = -507853.850113 nChanged 80 SP:Iteration 10Q (1017.158419 sec): 3 clusters Score: Raw -510576.429327 + Penalty 2685.080021 = -507891.349306 nChanged 80 SP:Iteration 11Q (1017.176305 sec): 3 clusters Score: Raw -510612.133071 + Penalty 2685.080021 = -507927.053051 nChanged 75 SP:Iteration 12Q (1017.194370 sec): 3 clusters Score: Raw -510645.566488 + Penalty 2685.080021 = -507960.486467 nChanged 68 SP:Iteration 13Q (1017.212395 sec): 3 clusters Score: Raw -510677.939293 + Penalty 2685.080021 = -507992.859272 nChanged 61 SP:Iteration 14Q (1017.230244 sec): 3 clusters Score: Raw -510704.372206 + Penalty 2685.080021 = -508019.292185 nChanged 56 SP:Iteration 15Q (1017.248002 sec): 3 clusters Score: Raw -510729.932235 + Penalty 2685.080021 = -508044.852215 nChanged 54 SP:Iteration 16Q (1017.265752 sec): 3 clusters Score: Raw -510757.964330 + Penalty 2685.080021 = -508072.884310 nChanged 48 SP:Iteration 17Q (1017.283668 sec): 3 clusters Score: Raw -510778.763807 + Penalty 2685.080021 = -508093.683787 nChanged 42 SP:Iteration 18Q (1017.301603 sec): 3 clusters Score: Raw -510801.176434 + Penalty 2685.080021 = -508116.096413 nChanged 32 SP:Iteration 19Q (1017.319760 sec): 3 clusters Score: Raw -510813.883868 + Penalty 2685.080021 = -508128.803847 nChanged 25 SP:Iteration 20F (1017.337704 sec): 3 clusters Score: Raw -510827.332825 + Penalty 2685.080021 = -508142.252804 nChanged 28 SP:Iteration 21Q (1017.355575 sec): 3 clusters Score: Raw -510843.456663 + Penalty 2685.080021 = -508158.376642 nChanged 24 SP:Iteration 22Q (1017.373504 sec): 3 clusters Score: Raw -510854.383406 + Penalty 2685.080021 = -508169.303385 nChanged 27 SP:Iteration 23Q (1017.391339 sec): 3 clusters Score: Raw -510866.571581 + Penalty 2685.080021 = -508181.491560 nChanged 25 SP:Iteration 24Q (1017.410102 sec): 3 clusters Score: Raw -510878.425063 + Penalty 2685.080021 = -508193.345042 nChanged 21 SP:Iteration 25Q (1017.428988 sec): 3 clusters Score: Raw -510888.298729 + Penalty 2685.080021 = -508203.218709 nChanged 17 SP:Iteration 26Q (1017.447856 sec): 3 clusters Score: Raw -510894.255794 + Penalty 2685.080021 = -508209.175774 nChanged 19 SP:Iteration 27Q (1017.465769 sec): 3 clusters Score: Raw -510902.122542 + Penalty 2685.080021 = -508217.042521 nChanged 21 SP:Iteration 28Q (1017.483574 sec): 3 clusters Score: Raw -510910.198193 + Penalty 2685.080021 = -508225.118172 nChanged 12 SP:Iteration 29Q (1017.501368 sec): 3 clusters Score: Raw -510914.429731 + Penalty 2685.080021 = -508229.349710 nChanged 9 SP:Iteration 30Q (1017.519226 sec): 3 clusters Score: Raw -510918.166358 + Penalty 2685.080021 = -508233.086337 nChanged 5 SP:Iteration 31Q (1017.537038 sec): 3 clusters Score: Raw -510918.992031 + Penalty 2685.080021 = -508233.912011 nChanged 4 SP:Iteration 32Q (1017.554673 sec): 3 clusters Score: Raw -510919.894526 + Penalty 2685.080021 = -508234.814506 nChanged 4 SP:Iteration 33Q (1017.572679 sec): 3 clusters Score: Raw -510920.658135 + Penalty 2685.080021 = -508235.578114 nChanged 2 SP:Iteration 34Q (1017.591348 sec): 3 clusters Score: Raw -510921.305344 + Penalty 2685.080021 = -508236.225323 nChanged 2 SP:Iteration 35Q (1017.610167 sec): 3 clusters Score: Raw -510922.062986 + Penalty 2685.080021 = -508236.982965 nChanged 3 SP:Iteration 36Q (1017.661525 sec): 3 clusters Score: Raw -510923.082731 + Penalty 2685.080021 = -508238.002710 nChanged 7 SP:Iteration 37Q (1017.709622 sec): 3 clusters Score: Raw -510926.365438 + Penalty 2685.080021 = -508241.285417 nChanged 11 SP:Iteration 38Q (1017.761197 sec): 3 clusters Score: Raw -510931.264875 + Penalty 2685.080021 = -508246.184854 nChanged 11 SP:Iteration 39Q (1017.812267 sec): 3 clusters Score: Raw -510935.837254 + Penalty 2685.080021 = -508250.757233 nChanged 11 SP:Iteration 40F (1017.863374 sec): 3 clusters Score: Raw -510940.435223 + Penalty 2685.080021 = -508255.355202 nChanged 10 SP:Iteration 41Q (1017.911384 sec): 3 clusters Score: Raw -510944.376417 + Penalty 2685.080021 = -508259.296396 nChanged 7 SP:Iteration 42Q (1017.966845 sec): 3 clusters Score: Raw -510946.993559 + Penalty 2685.080021 = -508261.913538 nChanged 8 SP:Iteration 43Q (1018.020126 sec): 3 clusters Score: Raw -510950.249190 + Penalty 2685.080021 = -508265.169169 nChanged 9 SP:Iteration 44Q (1018.072030 sec): 3 clusters Score: Raw -510954.318141 + Penalty 2685.080021 = -508269.238120 nChanged 9 SP:Iteration 45Q (1018.123863 sec): 3 clusters Score: Raw -510957.708720 + Penalty 2685.080021 = -508272.628699 nChanged 12 SP:Iteration 46Q (1018.176624 sec): 3 clusters Score: Raw -510963.443873 + Penalty 2685.080021 = -508278.363852 nChanged 15 SP:Iteration 47Q (1018.227326 sec): 3 clusters Score: Raw -510971.491375 + Penalty 2685.080021 = -508286.411354 nChanged 9 SP:Iteration 48Q (1018.278943 sec): 3 clusters Score: Raw -510974.405847 + Penalty 2685.080021 = -508289.325826 nChanged 5 SP:Iteration 49Q (1018.329400 sec): 3 clusters Score: Raw -510976.252660 + Penalty 2685.080021 = -508291.172639 nChanged 4 SP:Iteration 50Q (1018.376306 sec): 3 clusters Score: Raw -510978.116746 + Penalty 2685.080021 = -508293.036725 nChanged 2 SP:Iteration 51Q (1018.423961 sec): 3 clusters Score: Raw -510978.805488 + Penalty 2685.080021 = -508293.725467 nChanged 4 SP:Iteration 52Q (1018.468503 sec): 3 clusters Score: Raw -510980.003747 + Penalty 2685.080021 = -508294.923726 nChanged 4 SP:Iteration 53Q (1018.509404 sec): 3 clusters Score: Raw -510981.293618 + Penalty 2685.080021 = -508296.213597 nChanged 3 SP:Iteration 54Q (1018.546217 sec): 3 clusters Score: Raw -510982.286105 + Penalty 2685.080021 = -508297.206084 nChanged 2 SP:Iteration 55Q (1018.586603 sec): 3 clusters Score: Raw -510983.087820 + Penalty 2685.080021 = -508298.007799 nChanged 1 SP:Iteration 56Q (1018.642055 sec): 3 clusters Score: Raw -510983.257102 + Penalty 2685.080021 = -508298.177081 nChanged 1 SP:Iteration 57Q (1018.684923 sec): 3 clusters Score: Raw -510983.719244 + Penalty 2685.080021 = -508298.639223 nChanged 2 SP:Iteration 58Q (1018.732604 sec): 3 clusters Score: Raw -510984.773851 + Penalty 2685.080021 = -508299.693830 nChanged 1 SP:Iteration 59Q (1018.789688 sec): 3 clusters Score: Raw -510985.649501 + Penalty 2685.080021 = -508300.569480 nChanged 2 SP:Iteration 60F (1018.833172 sec): 3 clusters Score: Raw -510986.940004 + Penalty 2685.080021 = -508301.859984 nChanged 4 SP:Iteration 61Q (1018.900503 sec): 3 clusters Score: Raw -510987.904484 + Penalty 2685.080021 = -508302.824463 nChanged 3 SP:Iteration 62Q (1018.956524 sec): 3 clusters Score: Raw -510989.056778 + Penalty 2685.080021 = -508303.976757 nChanged 1 SP:Iteration 63Q (1018.997687 sec): 3 clusters Score: Raw -510989.985871 + Penalty 2685.080021 = -508304.905850 nChanged 2 SP:Iteration 64Q (1019.051607 sec): 3 clusters Score: Raw -510992.599833 + Penalty 2685.080021 = -508307.519812 nChanged 4 SP:Iteration 65Q (1019.107545 sec): 3 clusters Score: Raw -510994.995324 + Penalty 2685.080021 = -508309.915304 nChanged 5 SP:Iteration 66Q (1019.162025 sec): 3 clusters Score: Raw -510997.102290 + Penalty 2685.080021 = -508312.022269 nChanged 3 SP:Iteration 67Q (1019.211518 sec): 3 clusters Score: Raw -510997.919217 + Penalty 2685.080021 = -508312.839196 nChanged 2 SP:Iteration 68Q (1019.277192 sec): 3 clusters Score: Raw -510998.294189 + Penalty 2685.080021 = -508313.214168 nChanged 2 SP:Iteration 69Q (1019.315923 sec): 3 clusters Score: Raw -510999.250189 + Penalty 2685.080021 = -508314.170168 nChanged 1 SP:Iteration 70Q (1019.370358 sec): 3 clusters Score: Raw -511000.182832 + Penalty 2685.080021 = -508315.102811 nChanged 3 SP:Iteration 71Q (1019.423681 sec): 3 clusters Score: Raw -511001.609674 + Penalty 2685.080021 = -508316.529653 nChanged 2 SP:Iteration 72Q (1019.478668 sec): 3 clusters Score: Raw -511002.371393 + Penalty 2685.080021 = -508317.291373 nChanged 3 SP:Iteration 73Q (1019.534084 sec): 3 clusters Score: Raw -511003.225012 + Penalty 2685.080021 = -508318.144991 nChanged 1 SP:Iteration 74Q (1019.601025 sec): 3 clusters Score: Raw -511003.706256 + Penalty 2685.080021 = -508318.626236 nChanged 0 SP:Iteration 75F (1019.645038 sec): 3 clusters Score: Raw -511003.706256 + Penalty 2685.080021 = -508318.626236 nChanged 0 Trying to split cluster 6 (152232 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1019.836332 sec): 2 clusters Score: Raw -20379788.528833 + Penalty 1939.138655 = -20377849.390178 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1020.108475 sec): 3 clusters Score: Raw -20279853.696452 + Penalty 3878.277309 = -20275975.419143 nChanged 73558 SP:Iteration 1F (1020.374939 sec): 3 clusters Score: Raw -20324300.349648 + Penalty 3878.277309 = -20320422.072339 nChanged 6515 SP:Iteration 2Q (1020.651687 sec): 3 clusters Score: Raw -20326919.775793 + Penalty 3878.277309 = -20323041.498484 nChanged 7472 SP:Iteration 3Q (1020.934563 sec): 3 clusters Score: Raw -20330444.813543 + Penalty 3878.277309 = -20326566.536233 nChanged 8420 SP:Iteration 4F (1021.203924 sec): 3 clusters Score: Raw -20334910.554757 + Penalty 3878.277309 = -20331032.277448 nChanged 8889 SP:Iteration 5F (1021.476186 sec): 3 clusters Score: Raw -20339703.074380 + Penalty 3878.277309 = -20335824.797070 nChanged 8558 SP:Iteration 6F (1021.748693 sec): 3 clusters Score: Raw -20344072.037423 + Penalty 3878.277309 = -20340193.760113 nChanged 7900 SP:Iteration 7F (1022.020701 sec): 3 clusters Score: Raw -20348134.850684 + Penalty 3878.277309 = -20344256.573374 nChanged 7131 SP:Iteration 8Q (1022.286975 sec): 3 clusters Score: Raw -20352049.371677 + Penalty 3878.277309 = -20348171.094368 nChanged 6678 SP:Iteration 9Q (1022.537131 sec): 3 clusters Score: Raw -20355810.371161 + Penalty 3878.277309 = -20351932.093852 nChanged 5852 SP:Iteration 10Q (1022.793491 sec): 3 clusters Score: Raw -20358773.622570 + Penalty 3878.277309 = -20354895.345261 nChanged 4657 SP:Iteration 11Q (1023.048150 sec): 3 clusters Score: Raw -20360744.592387 + Penalty 3878.277309 = -20356866.315078 nChanged 3546 SP:Iteration 12Q (1023.303870 sec): 3 clusters Score: Raw -20362109.391142 + Penalty 3878.277309 = -20358231.113832 nChanged 3041 SP:Iteration 13Q (1023.552945 sec): 3 clusters Score: Raw -20363272.875675 + Penalty 3878.277309 = -20359394.598366 nChanged 2879 SP:Iteration 14Q (1023.793432 sec): 3 clusters Score: Raw -20364412.997606 + Penalty 3878.277309 = -20360534.720297 nChanged 2803 SP:Iteration 15Q (1024.065113 sec): 3 clusters Score: Raw -20365588.570494 + Penalty 3878.277309 = -20361710.293185 nChanged 2793 SP:Iteration 16Q (1024.326955 sec): 3 clusters Score: Raw -20366795.841399 + Penalty 3878.277309 = -20362917.564089 nChanged 2779 SP:Iteration 17Q (1024.596094 sec): 3 clusters Score: Raw -20368058.528529 + Penalty 3878.277309 = -20364180.251219 nChanged 2765 SP:Iteration 18Q (1024.856004 sec): 3 clusters Score: Raw -20369373.361519 + Penalty 3878.277309 = -20365495.084210 nChanged 2655 SP:Iteration 19Q (1025.120458 sec): 3 clusters Score: Raw -20370656.625463 + Penalty 3878.277309 = -20366778.348154 nChanged 2534 SP:Iteration 20F (1025.386098 sec): 3 clusters Score: Raw -20371805.988289 + Penalty 3878.277309 = -20367927.710980 nChanged 2251 SP:Iteration 21Q (1025.642933 sec): 3 clusters Score: Raw -20372707.451615 + Penalty 3878.277309 = -20368829.174306 nChanged 2021 SP:Iteration 22Q (1025.903531 sec): 3 clusters Score: Raw -20373436.380574 + Penalty 3878.277309 = -20369558.103265 nChanged 1806 SP:Iteration 23Q (1026.161485 sec): 3 clusters Score: Raw -20374014.488540 + Penalty 3878.277309 = -20370136.211230 nChanged 1730 SP:Iteration 24Q (1026.418952 sec): 3 clusters Score: Raw -20374512.262526 + Penalty 3878.277309 = -20370633.985217 nChanged 1510 SP:Iteration 25Q (1026.652805 sec): 3 clusters Score: Raw -20374892.815096 + Penalty 3878.277309 = -20371014.537787 nChanged 1290 SP:Iteration 26Q (1026.907565 sec): 3 clusters Score: Raw -20375190.672520 + Penalty 3878.277309 = -20371312.395211 nChanged 1245 SP:Iteration 27Q (1027.157198 sec): 3 clusters Score: Raw -20375461.784446 + Penalty 3878.277309 = -20371583.507137 nChanged 1143 SP:Iteration 28Q (1027.410273 sec): 3 clusters Score: Raw -20375693.733874 + Penalty 3878.277309 = -20371815.456564 nChanged 1053 SP:Iteration 29Q (1027.625832 sec): 3 clusters Score: Raw -20375896.199233 + Penalty 3878.277309 = -20372017.921924 nChanged 1010 SP:Iteration 30Q (1027.847137 sec): 3 clusters Score: Raw -20376089.435541 + Penalty 3878.277309 = -20372211.158231 nChanged 1024 SP:Iteration 31Q (1028.069854 sec): 3 clusters Score: Raw -20376289.752653 + Penalty 3878.277309 = -20372411.475343 nChanged 1020 SP:Iteration 32Q (1028.286278 sec): 3 clusters Score: Raw -20376492.395717 + Penalty 3878.277309 = -20372614.118408 nChanged 1026 SP:Iteration 33Q (1028.502932 sec): 3 clusters Score: Raw -20376697.504959 + Penalty 3878.277309 = -20372819.227650 nChanged 1004 SP:Iteration 34Q (1028.717165 sec): 3 clusters Score: Raw -20376909.620414 + Penalty 3878.277309 = -20373031.343105 nChanged 1002 SP:Iteration 35Q (1028.932030 sec): 3 clusters Score: Raw -20377130.907557 + Penalty 3878.277309 = -20373252.630248 nChanged 1036 SP:Iteration 36Q (1029.145097 sec): 3 clusters Score: Raw -20377363.972961 + Penalty 3878.277309 = -20373485.695651 nChanged 1041 SP:Iteration 37Q (1029.378002 sec): 3 clusters Score: Raw -20377614.347277 + Penalty 3878.277309 = -20373736.069968 nChanged 1036 SP:Iteration 38Q (1029.623992 sec): 3 clusters Score: Raw -20377875.498164 + Penalty 3878.277309 = -20373997.220854 nChanged 1002 SP:Iteration 39Q (1029.845735 sec): 3 clusters Score: Raw -20378142.875656 + Penalty 3878.277309 = -20374264.598347 nChanged 922 SP:Iteration 40F (1030.117483 sec): 3 clusters Score: Raw -20378399.851723 + Penalty 3878.277309 = -20374521.574414 nChanged 863 SP:Iteration 41Q (1030.360164 sec): 3 clusters Score: Raw -20378628.081931 + Penalty 3878.277309 = -20374749.804621 nChanged 819 SP:Iteration 42Q (1030.601273 sec): 3 clusters Score: Raw -20378839.083965 + Penalty 3878.277309 = -20374960.806656 nChanged 747 SP:Iteration 43Q (1030.835013 sec): 3 clusters Score: Raw -20379032.159811 + Penalty 3878.277309 = -20375153.882502 nChanged 683 SP:Iteration 44Q (1031.061603 sec): 3 clusters Score: Raw -20379209.185234 + Penalty 3878.277309 = -20375330.907925 nChanged 608 SP:Iteration 45Q (1031.293914 sec): 3 clusters Score: Raw -20379361.873847 + Penalty 3878.277309 = -20375483.596538 nChanged 534 SP:Iteration 46Q (1031.537901 sec): 3 clusters Score: Raw -20379506.548609 + Penalty 3878.277309 = -20375628.271299 nChanged 487 SP:Iteration 47Q (1031.768827 sec): 3 clusters Score: Raw -20379638.988440 + Penalty 3878.277309 = -20375760.711131 nChanged 423 SP:Iteration 48Q (1032.002536 sec): 3 clusters Score: Raw -20379745.072290 + Penalty 3878.277309 = -20375866.794980 nChanged 361 SP:Iteration 49Q (1032.236027 sec): 3 clusters Score: Raw -20379830.678116 + Penalty 3878.277309 = -20375952.400806 nChanged 287 SP:Iteration 50Q (1032.470215 sec): 3 clusters Score: Raw -20379899.863579 + Penalty 3878.277309 = -20376021.586270 nChanged 265 SP:Iteration 51Q (1032.666830 sec): 3 clusters Score: Raw -20379959.172791 + Penalty 3878.277309 = -20376080.895482 nChanged 238 SP:Iteration 52Q (1032.862976 sec): 3 clusters Score: Raw -20380015.776054 + Penalty 3878.277309 = -20376137.498745 nChanged 200 SP:Iteration 53Q (1033.059764 sec): 3 clusters Score: Raw -20380059.974524 + Penalty 3878.277309 = -20376181.697215 nChanged 200 SP:Iteration 54Q (1033.259161 sec): 3 clusters Score: Raw -20380105.941092 + Penalty 3878.277309 = -20376227.663782 nChanged 170 SP:Iteration 55Q (1033.482968 sec): 3 clusters Score: Raw -20380144.680980 + Penalty 3878.277309 = -20376266.403670 nChanged 142 SP:Iteration 56Q (1033.692575 sec): 3 clusters Score: Raw -20380177.588248 + Penalty 3878.277309 = -20376299.310938 nChanged 129 SP:Iteration 57Q (1033.899908 sec): 3 clusters Score: Raw -20380203.557056 + Penalty 3878.277309 = -20376325.279747 nChanged 114 SP:Iteration 58Q (1034.088849 sec): 3 clusters Score: Raw -20380225.956420 + Penalty 3878.277309 = -20376347.679110 nChanged 91 SP:Iteration 59Q (1034.283071 sec): 3 clusters Score: Raw -20380243.740632 + Penalty 3878.277309 = -20376365.463323 nChanged 99 SP:Iteration 60F (1034.515203 sec): 3 clusters Score: Raw -20380263.358713 + Penalty 3878.277309 = -20376385.081403 nChanged 80 SP:Iteration 61Q (1034.743006 sec): 3 clusters Score: Raw -20380278.485149 + Penalty 3878.277309 = -20376400.207840 nChanged 79 SP:Iteration 62Q (1034.968131 sec): 3 clusters Score: Raw -20380291.278973 + Penalty 3878.277309 = -20376413.001663 nChanged 70 SP:Iteration 63Q (1035.192684 sec): 3 clusters Score: Raw -20380303.956310 + Penalty 3878.277309 = -20376425.679001 nChanged 56 SP:Iteration 64Q (1035.420710 sec): 3 clusters Score: Raw -20380313.700489 + Penalty 3878.277309 = -20376435.423179 nChanged 43 SP:Iteration 65Q (1035.648561 sec): 3 clusters Score: Raw -20380322.668335 + Penalty 3878.277309 = -20376444.391026 nChanged 55 SP:Iteration 66Q (1035.866817 sec): 3 clusters Score: Raw -20380334.541297 + Penalty 3878.277309 = -20376456.263987 nChanged 64 SP:Iteration 67Q (1036.086030 sec): 3 clusters Score: Raw -20380346.751527 + Penalty 3878.277309 = -20376468.474218 nChanged 61 SP:Iteration 68Q (1036.306253 sec): 3 clusters Score: Raw -20380359.480744 + Penalty 3878.277309 = -20376481.203434 nChanged 45 SP:Iteration 69Q (1036.524314 sec): 3 clusters Score: Raw -20380368.903108 + Penalty 3878.277309 = -20376490.625799 nChanged 38 SP:Iteration 70Q (1036.742806 sec): 3 clusters Score: Raw -20380376.874258 + Penalty 3878.277309 = -20376498.596949 nChanged 36 SP:Iteration 71Q (1036.931385 sec): 3 clusters Score: Raw -20380383.767108 + Penalty 3878.277309 = -20376505.489798 nChanged 30 SP:Iteration 72Q (1037.144671 sec): 3 clusters Score: Raw -20380389.386136 + Penalty 3878.277309 = -20376511.108826 nChanged 32 SP:Iteration 73Q (1037.337908 sec): 3 clusters Score: Raw -20380394.506115 + Penalty 3878.277309 = -20376516.228806 nChanged 26 SP:Iteration 74Q (1037.533520 sec): 3 clusters Score: Raw -20380399.318227 + Penalty 3878.277309 = -20376521.040917 nChanged 20 SP:Iteration 75Q (1037.727434 sec): 3 clusters Score: Raw -20380401.609280 + Penalty 3878.277309 = -20376523.331971 nChanged 15 SP:Iteration 76Q (1037.921083 sec): 3 clusters Score: Raw -20380403.747381 + Penalty 3878.277309 = -20376525.470071 nChanged 16 SP:Iteration 77Q (1038.111453 sec): 3 clusters Score: Raw -20380405.816609 + Penalty 3878.277309 = -20376527.539300 nChanged 12 SP:Iteration 78Q (1038.300762 sec): 3 clusters Score: Raw -20380407.615141 + Penalty 3878.277309 = -20376529.337831 nChanged 12 SP:Iteration 79Q (1038.526803 sec): 3 clusters Score: Raw -20380409.403948 + Penalty 3878.277309 = -20376531.126638 nChanged 13 SP:Iteration 80F (1038.793757 sec): 3 clusters Score: Raw -20380411.124613 + Penalty 3878.277309 = -20376532.847304 nChanged 11 SP:Iteration 81Q (1039.013210 sec): 3 clusters Score: Raw -20380412.280093 + Penalty 3878.277309 = -20376534.002783 nChanged 9 SP:Iteration 82Q (1039.227758 sec): 3 clusters Score: Raw -20380413.434791 + Penalty 3878.277309 = -20376535.157481 nChanged 10 SP:Iteration 83Q (1039.448487 sec): 3 clusters Score: Raw -20380414.596935 + Penalty 3878.277309 = -20376536.319625 nChanged 7 SP:Iteration 84Q (1039.675364 sec): 3 clusters Score: Raw -20380415.675799 + Penalty 3878.277309 = -20376537.398490 nChanged 8 SP:Iteration 85Q (1039.902440 sec): 3 clusters Score: Raw -20380416.701095 + Penalty 3878.277309 = -20376538.423785 nChanged 12 SP:Iteration 86Q (1040.128994 sec): 3 clusters Score: Raw -20380418.352755 + Penalty 3878.277309 = -20376540.075446 nChanged 12 SP:Iteration 87Q (1040.356090 sec): 3 clusters Score: Raw -20380420.576427 + Penalty 3878.277309 = -20376542.299118 nChanged 15 SP:Iteration 88Q (1040.582664 sec): 3 clusters Score: Raw -20380422.762135 + Penalty 3878.277309 = -20376544.484826 nChanged 9 SP:Iteration 89Q (1040.801373 sec): 3 clusters Score: Raw -20380424.027717 + Penalty 3878.277309 = -20376545.750408 nChanged 12 SP:Iteration 90Q (1041.027061 sec): 3 clusters Score: Raw -20380425.500706 + Penalty 3878.277309 = -20376547.223397 nChanged 13 SP:Iteration 91Q (1041.254006 sec): 3 clusters Score: Raw -20380427.323034 + Penalty 3878.277309 = -20376549.045725 nChanged 10 SP:Iteration 92Q (1041.475102 sec): 3 clusters Score: Raw -20380429.015537 + Penalty 3878.277309 = -20376550.738228 nChanged 10 SP:Iteration 93Q (1041.701994 sec): 3 clusters Score: Raw -20380430.735226 + Penalty 3878.277309 = -20376552.457917 nChanged 16 SP:Iteration 94Q (1041.926021 sec): 3 clusters Score: Raw -20380433.257493 + Penalty 3878.277309 = -20376554.980184 nChanged 15 SP:Iteration 95Q (1042.116911 sec): 3 clusters Score: Raw -20380435.774427 + Penalty 3878.277309 = -20376557.497118 nChanged 16 SP:Iteration 96Q (1042.309843 sec): 3 clusters Score: Raw -20380438.298519 + Penalty 3878.277309 = -20376560.021209 nChanged 11 SP:Iteration 97Q (1042.501870 sec): 3 clusters Score: Raw -20380439.558925 + Penalty 3878.277309 = -20376561.281616 nChanged 5 SP:Iteration 98Q (1042.691971 sec): 3 clusters Score: Raw -20380440.129659 + Penalty 3878.277309 = -20376561.852350 nChanged 6 SP:Iteration 99Q (1042.880610 sec): 3 clusters Score: Raw -20380441.174710 + Penalty 3878.277309 = -20376562.897401 nChanged 12 SP:Iteration 100F (1043.117855 sec): 3 clusters Score: Raw -20380442.840652 + Penalty 3878.277309 = -20376564.563343 nChanged 6 SP:Iteration 101Q (1043.310012 sec): 3 clusters Score: Raw -20380443.623850 + Penalty 3878.277309 = -20376565.346541 nChanged 6 SP:Iteration 102Q (1043.535078 sec): 3 clusters Score: Raw -20380444.608503 + Penalty 3878.277309 = -20376566.331193 nChanged 6 SP:Iteration 103Q (1043.760775 sec): 3 clusters Score: Raw -20380445.256418 + Penalty 3878.277309 = -20376566.979109 nChanged 8 SP:Iteration 104Q (1043.983425 sec): 3 clusters Score: Raw -20380446.051549 + Penalty 3878.277309 = -20376567.774240 nChanged 7 SP:Iteration 105Q (1044.198478 sec): 3 clusters Score: Raw -20380446.936777 + Penalty 3878.277309 = -20376568.659467 nChanged 6 SP:Iteration 106Q (1044.426282 sec): 3 clusters Score: Raw -20380448.114270 + Penalty 3878.277309 = -20376569.836961 nChanged 11 SP:Iteration 107Q (1044.654142 sec): 3 clusters Score: Raw -20380450.009484 + Penalty 3878.277309 = -20376571.732175 nChanged 11 SP:Iteration 108Q (1044.881530 sec): 3 clusters Score: Raw -20380451.920346 + Penalty 3878.277309 = -20376573.643036 nChanged 5 SP:Iteration 109Q (1045.108696 sec): 3 clusters Score: Raw -20380452.786747 + Penalty 3878.277309 = -20376574.509438 nChanged 8 SP:Iteration 110Q (1045.335115 sec): 3 clusters Score: Raw -20380453.660764 + Penalty 3878.277309 = -20376575.383455 nChanged 4 SP:Iteration 111Q (1045.561608 sec): 3 clusters Score: Raw -20380454.213840 + Penalty 3878.277309 = -20376575.936531 nChanged 2 SP:Iteration 112Q (1045.786177 sec): 3 clusters Score: Raw -20380454.473375 + Penalty 3878.277309 = -20376576.196066 nChanged 1 SP:Iteration 113Q (1046.015414 sec): 3 clusters Score: Raw -20380454.559066 + Penalty 3878.277309 = -20376576.281757 nChanged 0 SP:Iteration 114F (1046.282852 sec): 3 clusters Score: Raw -20380454.559066 + Penalty 3878.277309 = -20376576.281757 nChanged 0 Trying to split cluster 7 (1676 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1046.300938 sec): 2 clusters Score: Raw -202153.243151 + Penalty 1206.426858 = -200946.816293 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1046.348423 sec): 3 clusters Score: Raw -201542.211448 + Penalty 2412.853716 = -199129.357732 nChanged 578 SP:Iteration 1F (1046.390648 sec): 3 clusters Score: Raw -201968.069171 + Penalty 2412.853716 = -199555.215455 nChanged 144 SP:Iteration 2F (1046.427861 sec): 3 clusters Score: Raw -202100.759054 + Penalty 2412.853716 = -199687.905337 nChanged 94 SP:Iteration 3F (1046.473004 sec): 3 clusters Score: Raw -202177.674078 + Penalty 2412.853716 = -199764.820362 nChanged 61 SP:Iteration 4Q (1046.517579 sec): 3 clusters Score: Raw -202230.179458 + Penalty 2412.853716 = -199817.325742 nChanged 63 SP:Iteration 5Q (1046.561968 sec): 3 clusters Score: Raw -202307.658990 + Penalty 2412.853716 = -199894.805274 nChanged 66 SP:Iteration 6Q (1046.606908 sec): 3 clusters Score: Raw -202382.130129 + Penalty 2412.853716 = -199969.276413 nChanged 52 SP:Iteration 7Q (1046.658058 sec): 3 clusters Score: Raw -202440.363213 + Penalty 2412.853716 = -200027.509497 nChanged 46 SP:Iteration 8Q (1046.698792 sec): 3 clusters Score: Raw -202508.378083 + Penalty 2412.853716 = -200095.524367 nChanged 55 SP:Iteration 9Q (1046.742536 sec): 3 clusters Score: Raw -202566.454599 + Penalty 2412.853716 = -200153.600883 nChanged 46 SP:Iteration 10Q (1046.786157 sec): 3 clusters Score: Raw -202629.983092 + Penalty 2412.853716 = -200217.129376 nChanged 50 SP:Iteration 11Q (1046.836899 sec): 3 clusters Score: Raw -202678.830008 + Penalty 2412.853716 = -200265.976292 nChanged 39 SP:Iteration 12Q (1046.888425 sec): 3 clusters Score: Raw -202736.438317 + Penalty 2412.853716 = -200323.584601 nChanged 56 SP:Iteration 13Q (1046.933127 sec): 3 clusters Score: Raw -202789.417117 + Penalty 2412.853716 = -200376.563400 nChanged 41 SP:Iteration 14Q (1046.984868 sec): 3 clusters Score: Raw -202839.878147 + Penalty 2412.853716 = -200427.024430 nChanged 34 SP:Iteration 15Q (1047.025222 sec): 3 clusters Score: Raw -202864.809096 + Penalty 2412.853716 = -200451.955380 nChanged 16 SP:Iteration 16Q (1047.070498 sec): 3 clusters Score: Raw -202876.340502 + Penalty 2412.853716 = -200463.486786 nChanged 12 SP:Iteration 17Q (1047.111349 sec): 3 clusters Score: Raw -202887.587943 + Penalty 2412.853716 = -200474.734226 nChanged 11 SP:Iteration 18Q (1047.149564 sec): 3 clusters Score: Raw -202891.234804 + Penalty 2412.853716 = -200478.381088 nChanged 4 SP:Iteration 19Q (1047.192322 sec): 3 clusters Score: Raw -202892.858205 + Penalty 2412.853716 = -200480.004489 nChanged 8 SP:Iteration 20F (1047.243380 sec): 3 clusters Score: Raw -202897.324072 + Penalty 2412.853716 = -200484.470355 nChanged 9 SP:Iteration 21Q (1047.283573 sec): 3 clusters Score: Raw -202904.056273 + Penalty 2412.853716 = -200491.202557 nChanged 5 SP:Iteration 22Q (1047.334073 sec): 3 clusters Score: Raw -202906.512008 + Penalty 2412.853716 = -200493.658292 nChanged 2 SP:Iteration 23Q (1047.384993 sec): 3 clusters Score: Raw -202907.343020 + Penalty 2412.853716 = -200494.489304 nChanged 0 SP:Iteration 24F (1047.426227 sec): 3 clusters Score: Raw -202907.343020 + Penalty 2412.853716 = -200494.489304 nChanged 0 Trying to split cluster 8 (39538 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1047.495526 sec): 2 clusters Score: Raw -5121343.786277 + Penalty 1720.065346 = -5119623.720931 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1047.593668 sec): 3 clusters Score: Raw -5096667.559823 + Penalty 3440.130692 = -5093227.429131 nChanged 18374 SP:Iteration 1F (1047.667302 sec): 3 clusters Score: Raw -5107349.680350 + Penalty 3440.130692 = -5103909.549658 nChanged 2064 SP:Iteration 2F (1047.738923 sec): 3 clusters Score: Raw -5108202.696929 + Penalty 3440.130692 = -5104762.566237 nChanged 2347 SP:Iteration 3F (1047.816810 sec): 3 clusters Score: Raw -5109431.387412 + Penalty 3440.130692 = -5105991.256720 nChanged 2804 SP:Iteration 4F (1047.887964 sec): 3 clusters Score: Raw -5111271.072694 + Penalty 3440.130692 = -5107830.942002 nChanged 3083 SP:Iteration 5F (1047.975491 sec): 3 clusters Score: Raw -5113795.562818 + Penalty 3440.130692 = -5110355.432126 nChanged 3053 SP:Iteration 6F (1048.054855 sec): 3 clusters Score: Raw -5116681.611239 + Penalty 3440.130692 = -5113241.480547 nChanged 2415 SP:Iteration 7F (1048.125886 sec): 3 clusters Score: Raw -5119054.497821 + Penalty 3440.130692 = -5115614.367129 nChanged 1459 SP:Iteration 8Q (1048.199318 sec): 3 clusters Score: Raw -5120495.636694 + Penalty 3440.130692 = -5117055.506002 nChanged 687 SP:Iteration 9Q (1048.266124 sec): 3 clusters Score: Raw -5121146.335046 + Penalty 3440.130692 = -5117706.204354 nChanged 277 SP:Iteration 10Q (1048.350482 sec): 3 clusters Score: Raw -5121386.623234 + Penalty 3440.130692 = -5117946.492542 nChanged 126 SP:Iteration 11Q (1048.443880 sec): 3 clusters Score: Raw -5121493.989475 + Penalty 3440.130692 = -5118053.858783 nChanged 62 SP:Iteration 12Q (1048.525049 sec): 3 clusters Score: Raw -5121551.979990 + Penalty 3440.130692 = -5118111.849298 nChanged 38 SP:Iteration 13Q (1048.619245 sec): 3 clusters Score: Raw -5121589.943181 + Penalty 3440.130692 = -5118149.812489 nChanged 24 SP:Iteration 14Q (1048.712991 sec): 3 clusters Score: Raw -5121612.934656 + Penalty 3440.130692 = -5118172.803964 nChanged 14 SP:Iteration 15Q (1048.795672 sec): 3 clusters Score: Raw -5121630.373516 + Penalty 3440.130692 = -5118190.242824 nChanged 13 SP:Iteration 16Q (1048.879730 sec): 3 clusters Score: Raw -5121640.717940 + Penalty 3440.130692 = -5118200.587248 nChanged 5 SP:Iteration 17Q (1048.968142 sec): 3 clusters Score: Raw -5121644.551416 + Penalty 3440.130692 = -5118204.420724 nChanged 3 SP:Iteration 18Q (1049.057877 sec): 3 clusters Score: Raw -5121646.300133 + Penalty 3440.130692 = -5118206.169441 nChanged 0 SP:Iteration 19F (1049.163020 sec): 3 clusters Score: Raw -5121646.300133 + Penalty 3440.130692 = -5118206.169441 nChanged 0 Trying to split cluster 9 (11575 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1049.196777 sec): 2 clusters Score: Raw -1567162.338762 + Penalty 1520.447968 = -1565641.890794 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1049.258762 sec): 3 clusters Score: Raw -1560551.278701 + Penalty 3040.895936 = -1557510.382766 nChanged 5097 SP:Iteration 1F (1049.321189 sec): 3 clusters Score: Raw -1563375.543985 + Penalty 3040.895936 = -1560334.648050 nChanged 656 SP:Iteration 2F (1049.383988 sec): 3 clusters Score: Raw -1563685.986804 + Penalty 3040.895936 = -1560645.090869 nChanged 642 SP:Iteration 3F (1049.444690 sec): 3 clusters Score: Raw -1564061.689861 + Penalty 3040.895936 = -1561020.793925 nChanged 691 SP:Iteration 4F (1049.505617 sec): 3 clusters Score: Raw -1564562.651891 + Penalty 3040.895936 = -1561521.755956 nChanged 690 SP:Iteration 5F (1049.572188 sec): 3 clusters Score: Raw -1565055.244515 + Penalty 3040.895936 = -1562014.348579 nChanged 630 SP:Iteration 6F (1049.616632 sec): 3 clusters Score: Raw -1565485.633270 + Penalty 3040.895936 = -1562444.737334 nChanged 591 SP:Iteration 7F (1049.682743 sec): 3 clusters Score: Raw -1565895.008580 + Penalty 3040.895936 = -1562854.112644 nChanged 562 SP:Iteration 8Q (1049.746338 sec): 3 clusters Score: Raw -1566223.338102 + Penalty 3040.895936 = -1563182.442167 nChanged 500 SP:Iteration 9Q (1049.779982 sec): 3 clusters Score: Raw -1566486.073084 + Penalty 3040.895936 = -1563445.177149 nChanged 393 SP:Iteration 10Q (1049.810547 sec): 3 clusters Score: Raw -1566665.124797 + Penalty 3040.895936 = -1563624.228862 nChanged 323 SP:Iteration 11Q (1049.841371 sec): 3 clusters Score: Raw -1566793.927599 + Penalty 3040.895936 = -1563753.031663 nChanged 256 SP:Iteration 12Q (1049.871908 sec): 3 clusters Score: Raw -1566881.636864 + Penalty 3040.895936 = -1563840.740928 nChanged 199 SP:Iteration 13Q (1049.902831 sec): 3 clusters Score: Raw -1566947.545438 + Penalty 3040.895936 = -1563906.649502 nChanged 156 SP:Iteration 14Q (1049.933111 sec): 3 clusters Score: Raw -1566998.120290 + Penalty 3040.895936 = -1563957.224354 nChanged 132 SP:Iteration 15Q (1049.970344 sec): 3 clusters Score: Raw -1567035.569976 + Penalty 3040.895936 = -1563994.674040 nChanged 96 SP:Iteration 16Q (1050.005790 sec): 3 clusters Score: Raw -1567054.722620 + Penalty 3040.895936 = -1564013.826685 nChanged 94 SP:Iteration 17Q (1050.065694 sec): 3 clusters Score: Raw -1567069.781724 + Penalty 3040.895936 = -1564028.885788 nChanged 69 SP:Iteration 18Q (1050.101807 sec): 3 clusters Score: Raw -1567079.671964 + Penalty 3040.895936 = -1564038.776029 nChanged 55 SP:Iteration 19Q (1050.133210 sec): 3 clusters Score: Raw -1567087.308664 + Penalty 3040.895936 = -1564046.412728 nChanged 49 SP:Iteration 20F (1050.170426 sec): 3 clusters Score: Raw -1567093.388570 + Penalty 3040.895936 = -1564052.492634 nChanged 31 SP:Iteration 21Q (1050.200437 sec): 3 clusters Score: Raw -1567097.581863 + Penalty 3040.895936 = -1564056.685928 nChanged 31 SP:Iteration 22Q (1050.230650 sec): 3 clusters Score: Raw -1567101.191262 + Penalty 3040.895936 = -1564060.295327 nChanged 29 SP:Iteration 23Q (1050.260650 sec): 3 clusters Score: Raw -1567104.655104 + Penalty 3040.895936 = -1564063.759169 nChanged 21 SP:Iteration 24Q (1050.294645 sec): 3 clusters Score: Raw -1567107.754942 + Penalty 3040.895936 = -1564066.859006 nChanged 20 SP:Iteration 25Q (1050.331599 sec): 3 clusters Score: Raw -1567110.054536 + Penalty 3040.895936 = -1564069.158601 nChanged 20 SP:Iteration 26Q (1050.361886 sec): 3 clusters Score: Raw -1567112.358274 + Penalty 3040.895936 = -1564071.462338 nChanged 16 SP:Iteration 27Q (1050.391775 sec): 3 clusters Score: Raw -1567114.276910 + Penalty 3040.895936 = -1564073.380974 nChanged 16 SP:Iteration 28Q (1050.429225 sec): 3 clusters Score: Raw -1567116.373925 + Penalty 3040.895936 = -1564075.477989 nChanged 15 SP:Iteration 29Q (1050.461582 sec): 3 clusters Score: Raw -1567117.823240 + Penalty 3040.895936 = -1564076.927304 nChanged 16 SP:Iteration 30Q (1050.491629 sec): 3 clusters Score: Raw -1567119.243924 + Penalty 3040.895936 = -1564078.347988 nChanged 18 SP:Iteration 31Q (1050.524072 sec): 3 clusters Score: Raw -1567121.314918 + Penalty 3040.895936 = -1564080.418982 nChanged 14 SP:Iteration 32Q (1050.578303 sec): 3 clusters Score: Raw -1567122.446457 + Penalty 3040.895936 = -1564081.550522 nChanged 11 SP:Iteration 33Q (1050.628230 sec): 3 clusters Score: Raw -1567123.680828 + Penalty 3040.895936 = -1564082.784892 nChanged 11 SP:Iteration 34Q (1050.659885 sec): 3 clusters Score: Raw -1567124.807035 + Penalty 3040.895936 = -1564083.911099 nChanged 10 SP:Iteration 35Q (1050.692121 sec): 3 clusters Score: Raw -1567125.429939 + Penalty 3040.895936 = -1564084.534003 nChanged 12 SP:Iteration 36Q (1050.722252 sec): 3 clusters Score: Raw -1567126.776808 + Penalty 3040.895936 = -1564085.880872 nChanged 9 SP:Iteration 37Q (1050.787746 sec): 3 clusters Score: Raw -1567128.009182 + Penalty 3040.895936 = -1564087.113246 nChanged 6 SP:Iteration 38Q (1050.849688 sec): 3 clusters Score: Raw -1567129.034259 + Penalty 3040.895936 = -1564088.138323 nChanged 8 SP:Iteration 39Q (1050.916606 sec): 3 clusters Score: Raw -1567130.214771 + Penalty 3040.895936 = -1564089.318836 nChanged 12 SP:Iteration 40F (1050.983903 sec): 3 clusters Score: Raw -1567131.512350 + Penalty 3040.895936 = -1564090.616414 nChanged 14 SP:Iteration 41Q (1051.043382 sec): 3 clusters Score: Raw -1567133.334540 + Penalty 3040.895936 = -1564092.438604 nChanged 14 SP:Iteration 42Q (1051.109373 sec): 3 clusters Score: Raw -1567134.717938 + Penalty 3040.895936 = -1564093.822002 nChanged 14 SP:Iteration 43Q (1051.158082 sec): 3 clusters Score: Raw -1567136.138296 + Penalty 3040.895936 = -1564095.242360 nChanged 14 SP:Iteration 44Q (1051.224776 sec): 3 clusters Score: Raw -1567137.452315 + Penalty 3040.895936 = -1564096.556379 nChanged 14 SP:Iteration 45Q (1051.289507 sec): 3 clusters Score: Raw -1567138.531413 + Penalty 3040.895936 = -1564097.635477 nChanged 11 SP:Iteration 46Q (1051.363625 sec): 3 clusters Score: Raw -1567139.568103 + Penalty 3040.895936 = -1564098.672168 nChanged 14 SP:Iteration 47Q (1051.419000 sec): 3 clusters Score: Raw -1567140.783927 + Penalty 3040.895936 = -1564099.887991 nChanged 17 SP:Iteration 48Q (1051.477803 sec): 3 clusters Score: Raw -1567142.123477 + Penalty 3040.895936 = -1564101.227542 nChanged 9 SP:Iteration 49Q (1051.545394 sec): 3 clusters Score: Raw -1567142.730384 + Penalty 3040.895936 = -1564101.834448 nChanged 7 SP:Iteration 50Q (1051.612849 sec): 3 clusters Score: Raw -1567143.541565 + Penalty 3040.895936 = -1564102.645630 nChanged 14 SP:Iteration 51Q (1051.690542 sec): 3 clusters Score: Raw -1567144.795759 + Penalty 3040.895936 = -1564103.899823 nChanged 11 SP:Iteration 52Q (1051.746341 sec): 3 clusters Score: Raw -1567145.603193 + Penalty 3040.895936 = -1564104.707257 nChanged 10 SP:Iteration 53Q (1051.812163 sec): 3 clusters Score: Raw -1567146.598760 + Penalty 3040.895936 = -1564105.702824 nChanged 8 SP:Iteration 54Q (1051.878729 sec): 3 clusters Score: Raw -1567147.356195 + Penalty 3040.895936 = -1564106.460260 nChanged 9 SP:Iteration 55Q (1051.937904 sec): 3 clusters Score: Raw -1567148.199823 + Penalty 3040.895936 = -1564107.303887 nChanged 9 SP:Iteration 56Q (1052.004541 sec): 3 clusters Score: Raw -1567149.028703 + Penalty 3040.895936 = -1564108.132767 nChanged 6 SP:Iteration 57Q (1052.064388 sec): 3 clusters Score: Raw -1567149.616629 + Penalty 3040.895936 = -1564108.720693 nChanged 5 SP:Iteration 58Q (1052.123992 sec): 3 clusters Score: Raw -1567149.986679 + Penalty 3040.895936 = -1564109.090743 nChanged 4 SP:Iteration 59Q (1052.183435 sec): 3 clusters Score: Raw -1567150.323362 + Penalty 3040.895936 = -1564109.427426 nChanged 3 SP:Iteration 60F (1052.244105 sec): 3 clusters Score: Raw -1567150.558759 + Penalty 3040.895936 = -1564109.662824 nChanged 1 SP:Iteration 61Q (1052.304398 sec): 3 clusters Score: Raw -1567150.610449 + Penalty 3040.895936 = -1564109.714514 nChanged 1 SP:Iteration 62Q (1052.364686 sec): 3 clusters Score: Raw -1567150.631638 + Penalty 3040.895936 = -1564109.735702 nChanged 1 SP:Iteration 63Q (1052.431387 sec): 3 clusters Score: Raw -1567150.719562 + Penalty 3040.895936 = -1564109.823627 nChanged 1 SP:Iteration 64Q (1052.498462 sec): 3 clusters Score: Raw -1567150.760786 + Penalty 3040.895936 = -1564109.864850 nChanged 0 SP:Iteration 65F (1052.571796 sec): 3 clusters Score: Raw -1567150.760786 + Penalty 3040.895936 = -1564109.864850 nChanged 0 Trying to split cluster 10 (2478 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1052.588131 sec): 2 clusters Score: Raw -305418.955781 + Penalty 1269.971148 = -304148.984634 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1052.640680 sec): 3 clusters Score: Raw -304311.675450 + Penalty 2539.942295 = -301771.733155 nChanged 908 SP:Iteration 1F (1052.689412 sec): 3 clusters Score: Raw -304904.628501 + Penalty 2539.942295 = -302364.686206 nChanged 221 SP:Iteration 2F (1052.742477 sec): 3 clusters Score: Raw -305088.910233 + Penalty 2539.942295 = -302548.967938 nChanged 167 SP:Iteration 3F (1052.790466 sec): 3 clusters Score: Raw -305239.520800 + Penalty 2539.942295 = -302699.578504 nChanged 146 SP:Iteration 4F (1052.831162 sec): 3 clusters Score: Raw -305375.585280 + Penalty 2539.942295 = -302835.642984 nChanged 140 SP:Iteration 5F (1052.883731 sec): 3 clusters Score: Raw -305518.718577 + Penalty 2539.942295 = -302978.776282 nChanged 133 SP:Iteration 6F (1052.928368 sec): 3 clusters Score: Raw -305645.119038 + Penalty 2539.942295 = -303105.176743 nChanged 98 SP:Iteration 7Q (1052.981153 sec): 3 clusters Score: Raw -305722.856998 + Penalty 2539.942295 = -303182.914703 nChanged 75 SP:Iteration 8Q (1053.035060 sec): 3 clusters Score: Raw -305775.728493 + Penalty 2539.942295 = -303235.786198 nChanged 57 SP:Iteration 9Q (1053.077079 sec): 3 clusters Score: Raw -305816.023166 + Penalty 2539.942295 = -303276.080870 nChanged 43 SP:Iteration 10Q (1053.131433 sec): 3 clusters Score: Raw -305852.334262 + Penalty 2539.942295 = -303312.391966 nChanged 45 SP:Iteration 11Q (1053.184730 sec): 3 clusters Score: Raw -305899.375965 + Penalty 2539.942295 = -303359.433670 nChanged 44 SP:Iteration 12Q (1053.238661 sec): 3 clusters Score: Raw -305929.098788 + Penalty 2539.942295 = -303389.156493 nChanged 23 SP:Iteration 13Q (1053.286357 sec): 3 clusters Score: Raw -305947.370493 + Penalty 2539.942295 = -303407.428198 nChanged 23 SP:Iteration 14Q (1053.339466 sec): 3 clusters Score: Raw -305961.064829 + Penalty 2539.942295 = -303421.122534 nChanged 20 SP:Iteration 15Q (1053.400089 sec): 3 clusters Score: Raw -305972.421527 + Penalty 2539.942295 = -303432.479231 nChanged 15 SP:Iteration 16Q (1053.456760 sec): 3 clusters Score: Raw -305980.027685 + Penalty 2539.942295 = -303440.085390 nChanged 20 SP:Iteration 17Q (1053.498190 sec): 3 clusters Score: Raw -305994.556051 + Penalty 2539.942295 = -303454.613756 nChanged 22 SP:Iteration 18Q (1053.550338 sec): 3 clusters Score: Raw -306009.196093 + Penalty 2539.942295 = -303469.253798 nChanged 21 SP:Iteration 19Q (1053.599710 sec): 3 clusters Score: Raw -306022.011084 + Penalty 2539.942295 = -303482.068789 nChanged 22 SP:Iteration 20F (1053.652866 sec): 3 clusters Score: Raw -306040.246019 + Penalty 2539.942295 = -303500.303723 nChanged 21 SP:Iteration 21Q (1053.705602 sec): 3 clusters Score: Raw -306057.275377 + Penalty 2539.942295 = -303517.333082 nChanged 21 SP:Iteration 22Q (1053.752866 sec): 3 clusters Score: Raw -306069.428715 + Penalty 2539.942295 = -303529.486420 nChanged 18 SP:Iteration 23Q (1053.805244 sec): 3 clusters Score: Raw -306081.808154 + Penalty 2539.942295 = -303541.865858 nChanged 9 SP:Iteration 24Q (1053.857250 sec): 3 clusters Score: Raw -306085.682965 + Penalty 2539.942295 = -303545.740670 nChanged 7 SP:Iteration 25Q (1053.905555 sec): 3 clusters Score: Raw -306089.507677 + Penalty 2539.942295 = -303549.565382 nChanged 6 SP:Iteration 26Q (1053.950860 sec): 3 clusters Score: Raw -306091.858787 + Penalty 2539.942295 = -303551.916492 nChanged 2 SP:Iteration 27Q (1053.997935 sec): 3 clusters Score: Raw -306092.279849 + Penalty 2539.942295 = -303552.337553 nChanged 0 SP:Iteration 28F (1054.043462 sec): 3 clusters Score: Raw -306092.279849 + Penalty 2539.942295 = -303552.337553 nChanged 0 Trying to split cluster 11 (214643 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1054.303174 sec): 2 clusters Score: Raw -28492842.332355 + Penalty 1994.968863 = -28490847.363492 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1054.670527 sec): 3 clusters Score: Raw -28350208.590664 + Penalty 3989.937725 = -28346218.652939 nChanged 104158 SP:Iteration 1F (1055.022610 sec): 3 clusters Score: Raw -28413264.471115 + Penalty 3989.937725 = -28409274.533390 nChanged 8991 SP:Iteration 2Q (1055.370616 sec): 3 clusters Score: Raw -28416516.427903 + Penalty 3989.937725 = -28412526.490178 nChanged 11313 SP:Iteration 3F (1055.698325 sec): 3 clusters Score: Raw -28422189.336010 + Penalty 3989.937725 = -28418199.398285 nChanged 15035 SP:Iteration 4F (1056.024364 sec): 3 clusters Score: Raw -28432327.168293 + Penalty 3989.937725 = -28428337.230567 nChanged 18551 SP:Iteration 5F (1056.352530 sec): 3 clusters Score: Raw -28447990.068493 + Penalty 3989.937725 = -28444000.130768 nChanged 18894 SP:Iteration 6F (1056.678851 sec): 3 clusters Score: Raw -28466199.873812 + Penalty 3989.937725 = -28462209.936087 nChanged 14521 SP:Iteration 7F (1057.020037 sec): 3 clusters Score: Raw -28480594.153123 + Penalty 3989.937725 = -28476604.215398 nChanged 8047 SP:Iteration 8Q (1057.350745 sec): 3 clusters Score: Raw -28488242.864386 + Penalty 3989.937725 = -28484252.926661 nChanged 3457 SP:Iteration 9Q (1057.671110 sec): 3 clusters Score: Raw -28491247.520128 + Penalty 3989.937725 = -28487257.582403 nChanged 1386 SP:Iteration 10Q (1057.983441 sec): 3 clusters Score: Raw -28492336.048878 + Penalty 3989.937725 = -28488346.111153 nChanged 667 SP:Iteration 11Q (1058.288181 sec): 3 clusters Score: Raw -28492807.667857 + Penalty 3989.937725 = -28488817.730132 nChanged 341 SP:Iteration 12Q (1058.580079 sec): 3 clusters Score: Raw -28493021.998604 + Penalty 3989.937725 = -28489032.060878 nChanged 219 SP:Iteration 13Q (1058.876505 sec): 3 clusters Score: Raw -28493147.178075 + Penalty 3989.937725 = -28489157.240350 nChanged 149 SP:Iteration 14Q (1059.162226 sec): 3 clusters Score: Raw -28493226.426643 + Penalty 3989.937725 = -28489236.488918 nChanged 104 SP:Iteration 15Q (1059.445978 sec): 3 clusters Score: Raw -28493276.696205 + Penalty 3989.937725 = -28489286.758480 nChanged 73 SP:Iteration 16Q (1059.741674 sec): 3 clusters Score: Raw -28493311.440214 + Penalty 3989.937725 = -28489321.502488 nChanged 52 SP:Iteration 17Q (1060.034885 sec): 3 clusters Score: Raw -28493340.297721 + Penalty 3989.937725 = -28489350.359995 nChanged 46 SP:Iteration 18Q (1060.292251 sec): 3 clusters Score: Raw -28493358.497697 + Penalty 3989.937725 = -28489368.559972 nChanged 29 SP:Iteration 19Q (1060.561363 sec): 3 clusters Score: Raw -28493367.953253 + Penalty 3989.937725 = -28489378.015528 nChanged 29 SP:Iteration 20F (1060.883618 sec): 3 clusters Score: Raw -28493379.562115 + Penalty 3989.937725 = -28489389.624390 nChanged 26 SP:Iteration 21Q (1061.150687 sec): 3 clusters Score: Raw -28493388.544988 + Penalty 3989.937725 = -28489398.607263 nChanged 22 SP:Iteration 22Q (1061.411203 sec): 3 clusters Score: Raw -28493397.082050 + Penalty 3989.937725 = -28489407.144324 nChanged 19 SP:Iteration 23Q (1061.693856 sec): 3 clusters Score: Raw -28493402.900893 + Penalty 3989.937725 = -28489412.963168 nChanged 20 SP:Iteration 24Q (1061.978007 sec): 3 clusters Score: Raw -28493410.824581 + Penalty 3989.937725 = -28489420.886856 nChanged 22 SP:Iteration 25Q (1062.259900 sec): 3 clusters Score: Raw -28493418.187863 + Penalty 3989.937725 = -28489428.250138 nChanged 14 SP:Iteration 26Q (1062.555516 sec): 3 clusters Score: Raw -28493422.173880 + Penalty 3989.937725 = -28489432.236155 nChanged 8 SP:Iteration 27Q (1062.838679 sec): 3 clusters Score: Raw -28493424.279011 + Penalty 3989.937725 = -28489434.341286 nChanged 4 SP:Iteration 28Q (1063.132099 sec): 3 clusters Score: Raw -28493424.924435 + Penalty 3989.937725 = -28489434.986710 nChanged 1 SP:Iteration 29Q (1063.426650 sec): 3 clusters Score: Raw -28493425.048349 + Penalty 3989.937725 = -28489435.110624 nChanged 0 SP:Iteration 30F (1063.784398 sec): 3 clusters Score: Raw -28493425.048349 + Penalty 3989.937725 = -28489435.110624 nChanged 0 Trying to split cluster 12 (8853 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1063.820977 sec): 2 clusters Score: Raw -1178342.714223 + Penalty 1476.883145 = -1176865.831077 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1063.885088 sec): 3 clusters Score: Raw -1173370.737417 + Penalty 2953.766291 = -1170416.971126 nChanged 3741 SP:Iteration 1F (1063.948520 sec): 3 clusters Score: Raw -1175517.531000 + Penalty 2953.766291 = -1172563.764709 nChanged 674 SP:Iteration 2F (1064.011240 sec): 3 clusters Score: Raw -1176001.831065 + Penalty 2953.766291 = -1173048.064774 nChanged 677 SP:Iteration 3F (1064.074721 sec): 3 clusters Score: Raw -1176518.057044 + Penalty 2953.766291 = -1173564.290753 nChanged 619 SP:Iteration 4F (1064.137196 sec): 3 clusters Score: Raw -1176991.477730 + Penalty 2953.766291 = -1174037.711439 nChanged 583 SP:Iteration 5F (1064.199396 sec): 3 clusters Score: Raw -1177390.436596 + Penalty 2953.766291 = -1174436.670305 nChanged 482 SP:Iteration 6F (1064.263236 sec): 3 clusters Score: Raw -1177727.797043 + Penalty 2953.766291 = -1174774.030753 nChanged 389 SP:Iteration 7Q (1064.325482 sec): 3 clusters Score: Raw -1177963.359535 + Penalty 2953.766291 = -1175009.593244 nChanged 271 SP:Iteration 8Q (1064.376688 sec): 3 clusters Score: Raw -1178103.122079 + Penalty 2953.766291 = -1175149.355789 nChanged 221 SP:Iteration 9Q (1064.435743 sec): 3 clusters Score: Raw -1178194.323426 + Penalty 2953.766291 = -1175240.557136 nChanged 155 SP:Iteration 10Q (1064.486187 sec): 3 clusters Score: Raw -1178253.082187 + Penalty 2953.766291 = -1175299.315896 nChanged 119 SP:Iteration 11Q (1064.548937 sec): 3 clusters Score: Raw -1178297.306637 + Penalty 2953.766291 = -1175343.540347 nChanged 98 SP:Iteration 12Q (1064.610854 sec): 3 clusters Score: Raw -1178331.449804 + Penalty 2953.766291 = -1175377.683514 nChanged 80 SP:Iteration 13Q (1064.673418 sec): 3 clusters Score: Raw -1178353.214819 + Penalty 2953.766291 = -1175399.448529 nChanged 60 SP:Iteration 14Q (1064.734880 sec): 3 clusters Score: Raw -1178368.301602 + Penalty 2953.766291 = -1175414.535311 nChanged 45 SP:Iteration 15Q (1064.797187 sec): 3 clusters Score: Raw -1178377.990179 + Penalty 2953.766291 = -1175424.223888 nChanged 38 SP:Iteration 16Q (1064.861218 sec): 3 clusters Score: Raw -1178385.563236 + Penalty 2953.766291 = -1175431.796945 nChanged 32 SP:Iteration 17Q (1064.922798 sec): 3 clusters Score: Raw -1178392.263987 + Penalty 2953.766291 = -1175438.497696 nChanged 27 SP:Iteration 18Q (1064.986508 sec): 3 clusters Score: Raw -1178397.086197 + Penalty 2953.766291 = -1175443.319906 nChanged 25 SP:Iteration 19Q (1065.037455 sec): 3 clusters Score: Raw -1178402.212055 + Penalty 2953.766291 = -1175448.445764 nChanged 33 SP:Iteration 20F (1065.089837 sec): 3 clusters Score: Raw -1178409.153126 + Penalty 2953.766291 = -1175455.386836 nChanged 31 SP:Iteration 21Q (1065.140818 sec): 3 clusters Score: Raw -1178416.282754 + Penalty 2953.766291 = -1175462.516463 nChanged 31 SP:Iteration 22Q (1065.198325 sec): 3 clusters Score: Raw -1178423.142285 + Penalty 2953.766291 = -1175469.375995 nChanged 27 SP:Iteration 23Q (1065.255500 sec): 3 clusters Score: Raw -1178427.414163 + Penalty 2953.766291 = -1175473.647872 nChanged 23 SP:Iteration 24Q (1065.311814 sec): 3 clusters Score: Raw -1178431.116175 + Penalty 2953.766291 = -1175477.349885 nChanged 16 SP:Iteration 25Q (1065.378502 sec): 3 clusters Score: Raw -1178433.378375 + Penalty 2953.766291 = -1175479.612085 nChanged 10 SP:Iteration 26Q (1065.425301 sec): 3 clusters Score: Raw -1178434.392987 + Penalty 2953.766291 = -1175480.626697 nChanged 5 SP:Iteration 27Q (1065.483930 sec): 3 clusters Score: Raw -1178435.350006 + Penalty 2953.766291 = -1175481.583716 nChanged 8 SP:Iteration 28Q (1065.529285 sec): 3 clusters Score: Raw -1178436.153506 + Penalty 2953.766291 = -1175482.387215 nChanged 3 SP:Iteration 29Q (1065.586093 sec): 3 clusters Score: Raw -1178436.293416 + Penalty 2953.766291 = -1175482.527126 nChanged 3 SP:Iteration 30Q (1065.611222 sec): 3 clusters Score: Raw -1178436.550784 + Penalty 2953.766291 = -1175482.784493 nChanged 4 SP:Iteration 31Q (1065.637028 sec): 3 clusters Score: Raw -1178437.254091 + Penalty 2953.766291 = -1175483.487800 nChanged 6 SP:Iteration 32Q (1065.666390 sec): 3 clusters Score: Raw -1178437.758092 + Penalty 2953.766291 = -1175483.991801 nChanged 4 SP:Iteration 33Q (1065.693495 sec): 3 clusters Score: Raw -1178438.098212 + Penalty 2953.766291 = -1175484.331922 nChanged 5 SP:Iteration 34Q (1065.722953 sec): 3 clusters Score: Raw -1178438.691439 + Penalty 2953.766291 = -1175484.925148 nChanged 8 SP:Iteration 35Q (1065.753796 sec): 3 clusters Score: Raw -1178439.600511 + Penalty 2953.766291 = -1175485.834221 nChanged 1 SP:Iteration 36Q (1065.781249 sec): 3 clusters Score: Raw -1178439.778498 + Penalty 2953.766291 = -1175486.012208 nChanged 3 SP:Iteration 37Q (1065.807000 sec): 3 clusters Score: Raw -1178440.047773 + Penalty 2953.766291 = -1175486.281482 nChanged 1 SP:Iteration 38Q (1065.857737 sec): 3 clusters Score: Raw -1178440.173317 + Penalty 2953.766291 = -1175486.407026 nChanged 1 SP:Iteration 39Q (1065.903712 sec): 3 clusters Score: Raw -1178440.254057 + Penalty 2953.766291 = -1175486.487767 nChanged 2 SP:Iteration 40F (1065.929085 sec): 3 clusters Score: Raw -1178440.757205 + Penalty 2953.766291 = -1175486.990914 nChanged 4 SP:Iteration 41Q (1065.954449 sec): 3 clusters Score: Raw -1178441.447185 + Penalty 2953.766291 = -1175487.680894 nChanged 2 SP:Iteration 42Q (1065.980404 sec): 3 clusters Score: Raw -1178441.687519 + Penalty 2953.766291 = -1175487.921228 nChanged 1 SP:Iteration 43Q (1066.005850 sec): 3 clusters Score: Raw -1178441.800502 + Penalty 2953.766291 = -1175488.034212 nChanged 2 SP:Iteration 44Q (1066.033529 sec): 3 clusters Score: Raw -1178442.037771 + Penalty 2953.766291 = -1175488.271480 nChanged 3 SP:Iteration 45Q (1066.059083 sec): 3 clusters Score: Raw -1178442.367851 + Penalty 2953.766291 = -1175488.601561 nChanged 3 SP:Iteration 46Q (1066.084660 sec): 3 clusters Score: Raw -1178442.649612 + Penalty 2953.766291 = -1175488.883321 nChanged 1 SP:Iteration 47Q (1066.117602 sec): 3 clusters Score: Raw -1178442.708226 + Penalty 2953.766291 = -1175488.941936 nChanged 2 SP:Iteration 48Q (1066.143181 sec): 3 clusters Score: Raw -1178442.928819 + Penalty 2953.766291 = -1175489.162529 nChanged 2 SP:Iteration 49Q (1066.168558 sec): 3 clusters Score: Raw -1178443.045038 + Penalty 2953.766291 = -1175489.278747 nChanged 1 SP:Iteration 50Q (1066.194322 sec): 3 clusters Score: Raw -1178443.134668 + Penalty 2953.766291 = -1175489.368377 nChanged 0 SP:Iteration 51F (1066.220687 sec): 3 clusters Score: Raw -1178443.134668 + Penalty 2953.766291 = -1175489.368377 nChanged 0 Trying to split cluster 13 (7185 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1066.241473 sec): 2 clusters Score: Raw -975206.008818 + Penalty 1442.959505 = -973763.049313 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1066.266521 sec): 3 clusters Score: Raw -971297.442147 + Penalty 2885.919010 = -968411.523137 nChanged 3002 SP:Iteration 1F (1066.293130 sec): 3 clusters Score: Raw -972939.074092 + Penalty 2885.919010 = -970053.155083 nChanged 513 SP:Iteration 2F (1066.321118 sec): 3 clusters Score: Raw -973230.582585 + Penalty 2885.919010 = -970344.663575 nChanged 426 SP:Iteration 3F (1066.350092 sec): 3 clusters Score: Raw -973494.592094 + Penalty 2885.919010 = -970608.673084 nChanged 416 SP:Iteration 4F (1066.408888 sec): 3 clusters Score: Raw -973723.070072 + Penalty 2885.919010 = -970837.151062 nChanged 342 SP:Iteration 5Q (1066.452575 sec): 3 clusters Score: Raw -973900.047425 + Penalty 2885.919010 = -971014.128415 nChanged 303 SP:Iteration 6Q (1066.476562 sec): 3 clusters Score: Raw -974041.333780 + Penalty 2885.919010 = -971155.414770 nChanged 261 SP:Iteration 7Q (1066.535247 sec): 3 clusters Score: Raw -974157.611858 + Penalty 2885.919010 = -971271.692849 nChanged 248 SP:Iteration 8Q (1066.585923 sec): 3 clusters Score: Raw -974258.014330 + Penalty 2885.919010 = -971372.095320 nChanged 215 SP:Iteration 9Q (1066.623347 sec): 3 clusters Score: Raw -974349.183740 + Penalty 2885.919010 = -971463.264730 nChanged 185 SP:Iteration 10Q (1066.666278 sec): 3 clusters Score: Raw -974431.150172 + Penalty 2885.919010 = -971545.231162 nChanged 180 SP:Iteration 11Q (1066.695885 sec): 3 clusters Score: Raw -974509.858853 + Penalty 2885.919010 = -971623.939844 nChanged 161 SP:Iteration 12Q (1066.750327 sec): 3 clusters Score: Raw -974577.556775 + Penalty 2885.919010 = -971691.637765 nChanged 158 SP:Iteration 13Q (1066.803132 sec): 3 clusters Score: Raw -974644.207630 + Penalty 2885.919010 = -971758.288621 nChanged 159 SP:Iteration 14Q (1066.853218 sec): 3 clusters Score: Raw -974715.883940 + Penalty 2885.919010 = -971829.964930 nChanged 170 SP:Iteration 15Q (1066.876976 sec): 3 clusters Score: Raw -974799.077249 + Penalty 2885.919010 = -971913.158240 nChanged 164 SP:Iteration 16Q (1066.905747 sec): 3 clusters Score: Raw -974887.492686 + Penalty 2885.919010 = -972001.573676 nChanged 162 SP:Iteration 17Q (1066.935062 sec): 3 clusters Score: Raw -974979.143457 + Penalty 2885.919010 = -972093.224448 nChanged 144 SP:Iteration 18Q (1066.963593 sec): 3 clusters Score: Raw -975051.796897 + Penalty 2885.919010 = -972165.877888 nChanged 125 SP:Iteration 19Q (1066.992312 sec): 3 clusters Score: Raw -975112.641504 + Penalty 2885.919010 = -972226.722495 nChanged 112 SP:Iteration 20F (1067.021317 sec): 3 clusters Score: Raw -975174.867835 + Penalty 2885.919010 = -972288.948826 nChanged 112 SP:Iteration 21Q (1067.049060 sec): 3 clusters Score: Raw -975238.717830 + Penalty 2885.919010 = -972352.798821 nChanged 88 SP:Iteration 22Q (1067.078857 sec): 3 clusters Score: Raw -975285.653734 + Penalty 2885.919010 = -972399.734725 nChanged 82 SP:Iteration 23Q (1067.108595 sec): 3 clusters Score: Raw -975333.159319 + Penalty 2885.919010 = -972447.240309 nChanged 70 SP:Iteration 24Q (1067.138692 sec): 3 clusters Score: Raw -975369.250119 + Penalty 2885.919010 = -972483.331110 nChanged 59 SP:Iteration 25Q (1067.161787 sec): 3 clusters Score: Raw -975401.989388 + Penalty 2885.919010 = -972516.070378 nChanged 45 SP:Iteration 26Q (1067.184935 sec): 3 clusters Score: Raw -975424.733912 + Penalty 2885.919010 = -972538.814903 nChanged 40 SP:Iteration 27Q (1067.207882 sec): 3 clusters Score: Raw -975447.634269 + Penalty 2885.919010 = -972561.715260 nChanged 32 SP:Iteration 28Q (1067.230954 sec): 3 clusters Score: Raw -975470.391792 + Penalty 2885.919010 = -972584.472782 nChanged 27 SP:Iteration 29Q (1067.275726 sec): 3 clusters Score: Raw -975490.545063 + Penalty 2885.919010 = -972604.626053 nChanged 22 SP:Iteration 30Q (1067.333145 sec): 3 clusters Score: Raw -975508.616716 + Penalty 2885.919010 = -972622.697706 nChanged 14 SP:Iteration 31Q (1067.390917 sec): 3 clusters Score: Raw -975516.749234 + Penalty 2885.919010 = -972630.830225 nChanged 17 SP:Iteration 32Q (1067.445403 sec): 3 clusters Score: Raw -975530.290929 + Penalty 2885.919010 = -972644.371920 nChanged 16 SP:Iteration 33Q (1067.498137 sec): 3 clusters Score: Raw -975539.304304 + Penalty 2885.919010 = -972653.385294 nChanged 9 SP:Iteration 34Q (1067.554625 sec): 3 clusters Score: Raw -975544.711569 + Penalty 2885.919010 = -972658.792560 nChanged 5 SP:Iteration 35Q (1067.609167 sec): 3 clusters Score: Raw -975547.708678 + Penalty 2885.919010 = -972661.789669 nChanged 3 SP:Iteration 36Q (1067.665799 sec): 3 clusters Score: Raw -975550.001587 + Penalty 2885.919010 = -972664.082577 nChanged 3 SP:Iteration 37Q (1067.716453 sec): 3 clusters Score: Raw -975551.459747 + Penalty 2885.919010 = -972665.540737 nChanged 3 SP:Iteration 38Q (1067.765581 sec): 3 clusters Score: Raw -975553.438403 + Penalty 2885.919010 = -972667.519393 nChanged 4 SP:Iteration 39Q (1067.814344 sec): 3 clusters Score: Raw -975555.671553 + Penalty 2885.919010 = -972669.752543 nChanged 4 SP:Iteration 40F (1067.872520 sec): 3 clusters Score: Raw -975557.464713 + Penalty 2885.919010 = -972671.545704 nChanged 6 SP:Iteration 41Q (1067.927424 sec): 3 clusters Score: Raw -975561.329027 + Penalty 2885.919010 = -972675.410017 nChanged 7 SP:Iteration 42Q (1067.974938 sec): 3 clusters Score: Raw -975565.639906 + Penalty 2885.919010 = -972679.720896 nChanged 1 SP:Iteration 43Q (1068.023816 sec): 3 clusters Score: Raw -975566.904021 + Penalty 2885.919010 = -972680.985012 nChanged 2 SP:Iteration 44Q (1068.070128 sec): 3 clusters Score: Raw -975568.440518 + Penalty 2885.919010 = -972682.521508 nChanged 4 SP:Iteration 45Q (1068.120168 sec): 3 clusters Score: Raw -975570.301009 + Penalty 2885.919010 = -972684.381999 nChanged 2 SP:Iteration 46Q (1068.176901 sec): 3 clusters Score: Raw -975571.469881 + Penalty 2885.919010 = -972685.550872 nChanged 2 SP:Iteration 47Q (1068.241259 sec): 3 clusters Score: Raw -975572.180974 + Penalty 2885.919010 = -972686.261965 nChanged 3 SP:Iteration 48Q (1068.282406 sec): 3 clusters Score: Raw -975573.464927 + Penalty 2885.919010 = -972687.545917 nChanged 1 SP:Iteration 49Q (1068.339363 sec): 3 clusters Score: Raw -975573.739839 + Penalty 2885.919010 = -972687.820829 nChanged 0 SP:Iteration 50F (1068.394676 sec): 3 clusters Score: Raw -975573.739839 + Penalty 2885.919010 = -972687.820829 nChanged 0 Trying to split cluster 14 (7674 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1068.435603 sec): 2 clusters Score: Raw -1020118.675355 + Penalty 1453.658907 = -1018665.016448 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1068.478385 sec): 3 clusters Score: Raw -1015903.452118 + Penalty 2907.317813 = -1012996.134305 nChanged 3229 SP:Iteration 1F (1068.533206 sec): 3 clusters Score: Raw -1017621.240435 + Penalty 2907.317813 = -1014713.922622 nChanged 514 SP:Iteration 2F (1068.587151 sec): 3 clusters Score: Raw -1017868.203039 + Penalty 2907.317813 = -1014960.885226 nChanged 412 SP:Iteration 3F (1068.639966 sec): 3 clusters Score: Raw -1018049.372722 + Penalty 2907.317813 = -1015142.054909 nChanged 320 SP:Iteration 4Q (1068.704616 sec): 3 clusters Score: Raw -1018170.280837 + Penalty 2907.317813 = -1015262.963024 nChanged 259 SP:Iteration 5Q (1068.749931 sec): 3 clusters Score: Raw -1018266.997176 + Penalty 2907.317813 = -1015359.679363 nChanged 220 SP:Iteration 6Q (1068.792993 sec): 3 clusters Score: Raw -1018332.486395 + Penalty 2907.317813 = -1015425.168582 nChanged 180 SP:Iteration 7Q (1068.851488 sec): 3 clusters Score: Raw -1018389.371247 + Penalty 2907.317813 = -1015482.053434 nChanged 166 SP:Iteration 8Q (1068.905979 sec): 3 clusters Score: Raw -1018440.840758 + Penalty 2907.317813 = -1015533.522945 nChanged 155 SP:Iteration 9Q (1068.958782 sec): 3 clusters Score: Raw -1018492.696692 + Penalty 2907.317813 = -1015585.378879 nChanged 158 SP:Iteration 10Q (1069.018099 sec): 3 clusters Score: Raw -1018542.175336 + Penalty 2907.317813 = -1015634.857523 nChanged 132 SP:Iteration 11Q (1069.059574 sec): 3 clusters Score: Raw -1018588.053410 + Penalty 2907.317813 = -1015680.735597 nChanged 155 SP:Iteration 12Q (1069.118449 sec): 3 clusters Score: Raw -1018640.567086 + Penalty 2907.317813 = -1015733.249273 nChanged 141 SP:Iteration 13Q (1069.189598 sec): 3 clusters Score: Raw -1018687.150261 + Penalty 2907.317813 = -1015779.832448 nChanged 137 SP:Iteration 14Q (1069.204743 sec): 3 clusters Score: Raw -1018742.119712 + Penalty 2907.317813 = -1015834.801899 nChanged 151 SP:Iteration 15Q (1069.235969 sec): 3 clusters Score: Raw -1018796.386170 + Penalty 2907.317813 = -1015889.068357 nChanged 153 SP:Iteration 16Q (1069.264786 sec): 3 clusters Score: Raw -1018850.922781 + Penalty 2907.317813 = -1015943.604968 nChanged 145 SP:Iteration 17Q (1069.294039 sec): 3 clusters Score: Raw -1018917.991261 + Penalty 2907.317813 = -1016010.673448 nChanged 157 SP:Iteration 18Q (1069.322876 sec): 3 clusters Score: Raw -1018983.383952 + Penalty 2907.317813 = -1016076.066139 nChanged 174 SP:Iteration 19Q (1069.379703 sec): 3 clusters Score: Raw -1019052.635336 + Penalty 2907.317813 = -1016145.317523 nChanged 175 SP:Iteration 20F (1069.424415 sec): 3 clusters Score: Raw -1019126.190201 + Penalty 2907.317813 = -1016218.872388 nChanged 157 SP:Iteration 21Q (1069.448547 sec): 3 clusters Score: Raw -1019203.192038 + Penalty 2907.317813 = -1016295.874225 nChanged 149 SP:Iteration 22Q (1069.498139 sec): 3 clusters Score: Raw -1019265.348108 + Penalty 2907.317813 = -1016358.030295 nChanged 141 SP:Iteration 23Q (1069.555431 sec): 3 clusters Score: Raw -1019325.525385 + Penalty 2907.317813 = -1016418.207572 nChanged 133 SP:Iteration 24Q (1069.609344 sec): 3 clusters Score: Raw -1019387.788589 + Penalty 2907.317813 = -1016480.470776 nChanged 130 SP:Iteration 25Q (1069.675327 sec): 3 clusters Score: Raw -1019445.030716 + Penalty 2907.317813 = -1016537.712903 nChanged 128 SP:Iteration 26Q (1069.715838 sec): 3 clusters Score: Raw -1019503.646384 + Penalty 2907.317813 = -1016596.328571 nChanged 120 SP:Iteration 27Q (1069.770581 sec): 3 clusters Score: Raw -1019567.120998 + Penalty 2907.317813 = -1016659.803185 nChanged 117 SP:Iteration 28Q (1069.824409 sec): 3 clusters Score: Raw -1019631.333184 + Penalty 2907.317813 = -1016724.015371 nChanged 105 SP:Iteration 29Q (1069.880327 sec): 3 clusters Score: Raw -1019687.696684 + Penalty 2907.317813 = -1016780.378871 nChanged 85 SP:Iteration 30Q (1069.936833 sec): 3 clusters Score: Raw -1019735.414166 + Penalty 2907.317813 = -1016828.096353 nChanged 84 SP:Iteration 31Q (1069.996658 sec): 3 clusters Score: Raw -1019776.787707 + Penalty 2907.317813 = -1016869.469894 nChanged 85 SP:Iteration 32Q (1070.056966 sec): 3 clusters Score: Raw -1019830.161982 + Penalty 2907.317813 = -1016922.844169 nChanged 87 SP:Iteration 33Q (1070.118602 sec): 3 clusters Score: Raw -1019875.558681 + Penalty 2907.317813 = -1016968.240868 nChanged 92 SP:Iteration 34Q (1070.171767 sec): 3 clusters Score: Raw -1019928.743058 + Penalty 2907.317813 = -1017021.425245 nChanged 85 SP:Iteration 35Q (1070.220079 sec): 3 clusters Score: Raw -1019982.235327 + Penalty 2907.317813 = -1017074.917514 nChanged 80 SP:Iteration 36Q (1070.274921 sec): 3 clusters Score: Raw -1020030.474798 + Penalty 2907.317813 = -1017123.156985 nChanged 70 SP:Iteration 37Q (1070.322058 sec): 3 clusters Score: Raw -1020075.227479 + Penalty 2907.317813 = -1017167.909666 nChanged 71 SP:Iteration 38Q (1070.380679 sec): 3 clusters Score: Raw -1020120.127584 + Penalty 2907.317813 = -1017212.809771 nChanged 62 SP:Iteration 39Q (1070.434640 sec): 3 clusters Score: Raw -1020156.190658 + Penalty 2907.317813 = -1017248.872845 nChanged 56 SP:Iteration 40F (1070.477088 sec): 3 clusters Score: Raw -1020189.121649 + Penalty 2907.317813 = -1017281.803836 nChanged 54 SP:Iteration 41Q (1070.535804 sec): 3 clusters Score: Raw -1020218.419753 + Penalty 2907.317813 = -1017311.101940 nChanged 51 SP:Iteration 42Q (1070.593616 sec): 3 clusters Score: Raw -1020250.219621 + Penalty 2907.317813 = -1017342.901808 nChanged 53 SP:Iteration 43Q (1070.638318 sec): 3 clusters Score: Raw -1020279.444089 + Penalty 2907.317813 = -1017372.126276 nChanged 35 SP:Iteration 44Q (1070.672971 sec): 3 clusters Score: Raw -1020298.870729 + Penalty 2907.317813 = -1017391.552916 nChanged 22 SP:Iteration 45Q (1070.725322 sec): 3 clusters Score: Raw -1020309.053201 + Penalty 2907.317813 = -1017401.735388 nChanged 18 SP:Iteration 46Q (1070.762892 sec): 3 clusters Score: Raw -1020316.632294 + Penalty 2907.317813 = -1017409.314481 nChanged 13 SP:Iteration 47Q (1070.825048 sec): 3 clusters Score: Raw -1020322.943436 + Penalty 2907.317813 = -1017415.625623 nChanged 18 SP:Iteration 48Q (1070.870898 sec): 3 clusters Score: Raw -1020330.821937 + Penalty 2907.317813 = -1017423.504124 nChanged 12 SP:Iteration 49Q (1070.940548 sec): 3 clusters Score: Raw -1020335.992020 + Penalty 2907.317813 = -1017428.674207 nChanged 8 SP:Iteration 50Q (1070.976951 sec): 3 clusters Score: Raw -1020338.891440 + Penalty 2907.317813 = -1017431.573627 nChanged 4 SP:Iteration 51Q (1071.035619 sec): 3 clusters Score: Raw -1020340.397939 + Penalty 2907.317813 = -1017433.080126 nChanged 6 SP:Iteration 52Q (1071.092591 sec): 3 clusters Score: Raw -1020342.846471 + Penalty 2907.317813 = -1017435.528658 nChanged 8 SP:Iteration 53Q (1071.162083 sec): 3 clusters Score: Raw -1020347.119684 + Penalty 2907.317813 = -1017439.801871 nChanged 8 SP:Iteration 54Q (1071.196984 sec): 3 clusters Score: Raw -1020351.031022 + Penalty 2907.317813 = -1017443.713209 nChanged 8 SP:Iteration 55Q (1071.262391 sec): 3 clusters Score: Raw -1020354.818432 + Penalty 2907.317813 = -1017447.500619 nChanged 7 SP:Iteration 56Q (1071.308396 sec): 3 clusters Score: Raw -1020357.849598 + Penalty 2907.317813 = -1017450.531785 nChanged 9 SP:Iteration 57Q (1071.368427 sec): 3 clusters Score: Raw -1020362.752356 + Penalty 2907.317813 = -1017455.434543 nChanged 12 SP:Iteration 58Q (1071.413479 sec): 3 clusters Score: Raw -1020369.977221 + Penalty 2907.317813 = -1017462.659408 nChanged 10 SP:Iteration 59Q (1071.472848 sec): 3 clusters Score: Raw -1020373.610356 + Penalty 2907.317813 = -1017466.292543 nChanged 7 SP:Iteration 60F (1071.534466 sec): 3 clusters Score: Raw -1020375.809125 + Penalty 2907.317813 = -1017468.491312 nChanged 4 SP:Iteration 61Q (1071.592642 sec): 3 clusters Score: Raw -1020376.952346 + Penalty 2907.317813 = -1017469.634533 nChanged 1 SP:Iteration 62Q (1071.657835 sec): 3 clusters Score: Raw -1020377.575481 + Penalty 2907.317813 = -1017470.257668 nChanged 2 SP:Iteration 63Q (1071.696479 sec): 3 clusters Score: Raw -1020377.827209 + Penalty 2907.317813 = -1017470.509396 nChanged 2 SP:Iteration 64Q (1071.753946 sec): 3 clusters Score: Raw -1020378.648557 + Penalty 2907.317813 = -1017471.330744 nChanged 2 SP:Iteration 65Q (1071.810062 sec): 3 clusters Score: Raw -1020379.053715 + Penalty 2907.317813 = -1017471.735901 nChanged 2 SP:Iteration 66Q (1071.867712 sec): 3 clusters Score: Raw -1020379.996694 + Penalty 2907.317813 = -1017472.678881 nChanged 2 SP:Iteration 67Q (1071.923786 sec): 3 clusters Score: Raw -1020380.556326 + Penalty 2907.317813 = -1017473.238513 nChanged 1 SP:Iteration 68Q (1071.982866 sec): 3 clusters Score: Raw -1020381.353450 + Penalty 2907.317813 = -1017474.035637 nChanged 5 SP:Iteration 69Q (1072.040940 sec): 3 clusters Score: Raw -1020383.058320 + Penalty 2907.317813 = -1017475.740507 nChanged 3 SP:Iteration 70Q (1072.098835 sec): 3 clusters Score: Raw -1020385.364797 + Penalty 2907.317813 = -1017478.046984 nChanged 3 SP:Iteration 71Q (1072.149097 sec): 3 clusters Score: Raw -1020387.042940 + Penalty 2907.317813 = -1017479.725127 nChanged 2 SP:Iteration 72Q (1072.207360 sec): 3 clusters Score: Raw -1020387.531186 + Penalty 2907.317813 = -1017480.213373 nChanged 0 SP:Iteration 73F (1072.268378 sec): 3 clusters Score: Raw -1020387.531186 + Penalty 2907.317813 = -1017480.213373 nChanged 0 Trying to split cluster 15 (51903 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1072.357153 sec): 2 clusters Score: Raw -6733562.764175 + Penalty 1764.283929 = -6731798.480246 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1072.490016 sec): 3 clusters Score: Raw -6700686.130648 + Penalty 3528.567858 = -6697157.562790 nChanged 24452 SP:Iteration 1F (1072.617091 sec): 3 clusters Score: Raw -6715190.128022 + Penalty 3528.567858 = -6711661.560164 nChanged 2779 SP:Iteration 2F (1072.739963 sec): 3 clusters Score: Raw -6716620.783390 + Penalty 3528.567858 = -6713092.215532 nChanged 3158 SP:Iteration 3F (1072.867607 sec): 3 clusters Score: Raw -6718702.795446 + Penalty 3528.567858 = -6715174.227588 nChanged 3696 SP:Iteration 4F (1072.995123 sec): 3 clusters Score: Raw -6721669.458675 + Penalty 3528.567858 = -6718140.890817 nChanged 3947 SP:Iteration 5F (1073.130547 sec): 3 clusters Score: Raw -6724915.638303 + Penalty 3528.567858 = -6721387.070445 nChanged 3517 SP:Iteration 6F (1073.266370 sec): 3 clusters Score: Raw -6727383.297762 + Penalty 3528.567858 = -6723854.729904 nChanged 2690 SP:Iteration 7F (1073.402348 sec): 3 clusters Score: Raw -6728853.395230 + Penalty 3528.567858 = -6725324.827372 nChanged 1849 SP:Iteration 8Q (1073.533775 sec): 3 clusters Score: Raw -6729606.093753 + Penalty 3528.567858 = -6726077.525895 nChanged 1295 SP:Iteration 9Q (1073.670907 sec): 3 clusters Score: Raw -6730010.376785 + Penalty 3528.567858 = -6726481.808927 nChanged 950 SP:Iteration 10Q (1073.809021 sec): 3 clusters Score: Raw -6730269.053568 + Penalty 3528.567858 = -6726740.485710 nChanged 731 SP:Iteration 11Q (1073.944461 sec): 3 clusters Score: Raw -6730450.568379 + Penalty 3528.567858 = -6726922.000521 nChanged 645 SP:Iteration 12Q (1074.081913 sec): 3 clusters Score: Raw -6730592.852281 + Penalty 3528.567858 = -6727064.284423 nChanged 567 SP:Iteration 13Q (1074.210464 sec): 3 clusters Score: Raw -6730704.242441 + Penalty 3528.567858 = -6727175.674583 nChanged 502 SP:Iteration 14Q (1074.302826 sec): 3 clusters Score: Raw -6730798.408768 + Penalty 3528.567858 = -6727269.840910 nChanged 445 SP:Iteration 15Q (1074.394203 sec): 3 clusters Score: Raw -6730878.782924 + Penalty 3528.567858 = -6727350.215065 nChanged 394 SP:Iteration 16Q (1074.496210 sec): 3 clusters Score: Raw -6730938.886224 + Penalty 3528.567858 = -6727410.318366 nChanged 369 SP:Iteration 17Q (1074.588248 sec): 3 clusters Score: Raw -6730992.802617 + Penalty 3528.567858 = -6727464.234759 nChanged 347 SP:Iteration 18Q (1074.678189 sec): 3 clusters Score: Raw -6731036.036052 + Penalty 3528.567858 = -6727507.468194 nChanged 273 SP:Iteration 19Q (1074.792661 sec): 3 clusters Score: Raw -6731066.155241 + Penalty 3528.567858 = -6727537.587383 nChanged 232 SP:Iteration 20F (1074.888494 sec): 3 clusters Score: Raw -6731091.871169 + Penalty 3528.567858 = -6727563.303311 nChanged 222 SP:Iteration 21Q (1074.981953 sec): 3 clusters Score: Raw -6731115.555602 + Penalty 3528.567858 = -6727586.987744 nChanged 214 SP:Iteration 22Q (1075.075389 sec): 3 clusters Score: Raw -6731137.201711 + Penalty 3528.567858 = -6727608.633853 nChanged 213 SP:Iteration 23Q (1075.166387 sec): 3 clusters Score: Raw -6731158.992232 + Penalty 3528.567858 = -6727630.424374 nChanged 198 SP:Iteration 24Q (1075.269150 sec): 3 clusters Score: Raw -6731178.994730 + Penalty 3528.567858 = -6727650.426872 nChanged 194 SP:Iteration 25Q (1075.370506 sec): 3 clusters Score: Raw -6731200.119591 + Penalty 3528.567858 = -6727671.551733 nChanged 201 SP:Iteration 26Q (1075.462766 sec): 3 clusters Score: Raw -6731220.956489 + Penalty 3528.567858 = -6727692.388630 nChanged 199 SP:Iteration 27Q (1075.580811 sec): 3 clusters Score: Raw -6731240.701277 + Penalty 3528.567858 = -6727712.133419 nChanged 190 SP:Iteration 28Q (1075.679636 sec): 3 clusters Score: Raw -6731259.463233 + Penalty 3528.567858 = -6727730.895375 nChanged 168 SP:Iteration 29Q (1075.775299 sec): 3 clusters Score: Raw -6731275.330488 + Penalty 3528.567858 = -6727746.762630 nChanged 176 SP:Iteration 30Q (1075.866771 sec): 3 clusters Score: Raw -6731293.715974 + Penalty 3528.567858 = -6727765.148116 nChanged 186 SP:Iteration 31Q (1075.965598 sec): 3 clusters Score: Raw -6731312.074705 + Penalty 3528.567858 = -6727783.506847 nChanged 180 SP:Iteration 32Q (1076.061896 sec): 3 clusters Score: Raw -6731328.840185 + Penalty 3528.567858 = -6727800.272327 nChanged 167 SP:Iteration 33Q (1076.153102 sec): 3 clusters Score: Raw -6731344.932916 + Penalty 3528.567858 = -6727816.365058 nChanged 154 SP:Iteration 34Q (1076.281264 sec): 3 clusters Score: Raw -6731357.928363 + Penalty 3528.567858 = -6727829.360505 nChanged 137 SP:Iteration 35Q (1076.396733 sec): 3 clusters Score: Raw -6731370.285795 + Penalty 3528.567858 = -6727841.717937 nChanged 149 SP:Iteration 36Q (1076.511368 sec): 3 clusters Score: Raw -6731382.379896 + Penalty 3528.567858 = -6727853.812037 nChanged 147 SP:Iteration 37Q (1076.639214 sec): 3 clusters Score: Raw -6731395.896583 + Penalty 3528.567858 = -6727867.328725 nChanged 177 SP:Iteration 38Q (1076.765988 sec): 3 clusters Score: Raw -6731413.883211 + Penalty 3528.567858 = -6727885.315353 nChanged 191 SP:Iteration 39Q (1076.894002 sec): 3 clusters Score: Raw -6731434.389538 + Penalty 3528.567858 = -6727905.821680 nChanged 220 SP:Iteration 40F (1077.020767 sec): 3 clusters Score: Raw -6731459.963433 + Penalty 3528.567858 = -6727931.395575 nChanged 254 SP:Iteration 41Q (1077.141671 sec): 3 clusters Score: Raw -6731489.835418 + Penalty 3528.567858 = -6727961.267560 nChanged 261 SP:Iteration 42Q (1077.267406 sec): 3 clusters Score: Raw -6731523.242621 + Penalty 3528.567858 = -6727994.674762 nChanged 282 SP:Iteration 43Q (1077.390077 sec): 3 clusters Score: Raw -6731562.203126 + Penalty 3528.567858 = -6728033.635268 nChanged 268 SP:Iteration 44Q (1077.506055 sec): 3 clusters Score: Raw -6731600.000625 + Penalty 3528.567858 = -6728071.432767 nChanged 291 SP:Iteration 45Q (1077.623478 sec): 3 clusters Score: Raw -6731640.567306 + Penalty 3528.567858 = -6728111.999448 nChanged 302 SP:Iteration 46Q (1077.746946 sec): 3 clusters Score: Raw -6731685.212609 + Penalty 3528.567858 = -6728156.644751 nChanged 320 SP:Iteration 47Q (1077.858605 sec): 3 clusters Score: Raw -6731733.625363 + Penalty 3528.567858 = -6728205.057505 nChanged 315 SP:Iteration 48Q (1077.986394 sec): 3 clusters Score: Raw -6731786.781612 + Penalty 3528.567858 = -6728258.213754 nChanged 334 SP:Iteration 49Q (1078.113354 sec): 3 clusters Score: Raw -6731859.622227 + Penalty 3528.567858 = -6728331.054369 nChanged 354 SP:Iteration 50Q (1078.231597 sec): 3 clusters Score: Raw -6731946.794686 + Penalty 3528.567858 = -6728418.226828 nChanged 402 SP:Iteration 51Q (1078.357913 sec): 3 clusters Score: Raw -6732056.237515 + Penalty 3528.567858 = -6728527.669657 nChanged 422 SP:Iteration 52Q (1078.473372 sec): 3 clusters Score: Raw -6732185.494132 + Penalty 3528.567858 = -6728656.926273 nChanged 482 SP:Iteration 53Q (1078.597791 sec): 3 clusters Score: Raw -6732359.043649 + Penalty 3528.567858 = -6728830.475791 nChanged 521 SP:Iteration 54Q (1078.723213 sec): 3 clusters Score: Raw -6732567.262662 + Penalty 3528.567858 = -6729038.694804 nChanged 571 SP:Iteration 55Q (1078.848011 sec): 3 clusters Score: Raw -6732841.426355 + Penalty 3528.567858 = -6729312.858497 nChanged 568 SP:Iteration 56Q (1078.971684 sec): 3 clusters Score: Raw -6733115.410006 + Penalty 3528.567858 = -6729586.842148 nChanged 564 SP:Iteration 57Q (1079.094750 sec): 3 clusters Score: Raw -6733395.630030 + Penalty 3528.567858 = -6729867.062172 nChanged 531 SP:Iteration 58Q (1079.217279 sec): 3 clusters Score: Raw -6733650.550300 + Penalty 3528.567858 = -6730121.982442 nChanged 507 SP:Iteration 59Q (1079.333792 sec): 3 clusters Score: Raw -6733857.188804 + Penalty 3528.567858 = -6730328.620946 nChanged 442 SP:Iteration 60F (1079.457707 sec): 3 clusters Score: Raw -6734013.285767 + Penalty 3528.567858 = -6730484.717909 nChanged 378 SP:Iteration 61Q (1079.579261 sec): 3 clusters Score: Raw -6734132.105307 + Penalty 3528.567858 = -6730603.537449 nChanged 334 SP:Iteration 62Q (1079.696768 sec): 3 clusters Score: Raw -6734234.513289 + Penalty 3528.567858 = -6730705.945431 nChanged 314 SP:Iteration 63Q (1079.816931 sec): 3 clusters Score: Raw -6734320.138196 + Penalty 3528.567858 = -6730791.570338 nChanged 283 SP:Iteration 64Q (1079.936035 sec): 3 clusters Score: Raw -6734381.393713 + Penalty 3528.567858 = -6730852.825855 nChanged 243 SP:Iteration 65Q (1080.053499 sec): 3 clusters Score: Raw -6734427.168547 + Penalty 3528.567858 = -6730898.600689 nChanged 213 SP:Iteration 66Q (1080.172116 sec): 3 clusters Score: Raw -6734466.076007 + Penalty 3528.567858 = -6730937.508149 nChanged 194 SP:Iteration 67Q (1080.283817 sec): 3 clusters Score: Raw -6734496.983093 + Penalty 3528.567858 = -6730968.415235 nChanged 180 SP:Iteration 68Q (1080.396313 sec): 3 clusters Score: Raw -6734522.712052 + Penalty 3528.567858 = -6730994.144194 nChanged 163 SP:Iteration 69Q (1080.507490 sec): 3 clusters Score: Raw -6734544.597155 + Penalty 3528.567858 = -6731016.029297 nChanged 150 SP:Iteration 70Q (1080.619788 sec): 3 clusters Score: Raw -6734564.181731 + Penalty 3528.567858 = -6731035.613873 nChanged 132 SP:Iteration 71Q (1080.726831 sec): 3 clusters Score: Raw -6734579.640944 + Penalty 3528.567858 = -6731051.073086 nChanged 116 SP:Iteration 72Q (1080.807899 sec): 3 clusters Score: Raw -6734593.150227 + Penalty 3528.567858 = -6731064.582369 nChanged 113 SP:Iteration 73Q (1080.888326 sec): 3 clusters Score: Raw -6734607.458158 + Penalty 3528.567858 = -6731078.890300 nChanged 104 SP:Iteration 74Q (1080.994218 sec): 3 clusters Score: Raw -6734618.448542 + Penalty 3528.567858 = -6731089.880684 nChanged 101 SP:Iteration 75Q (1081.075969 sec): 3 clusters Score: Raw -6734627.753715 + Penalty 3528.567858 = -6731099.185857 nChanged 77 SP:Iteration 76Q (1081.155747 sec): 3 clusters Score: Raw -6734635.119810 + Penalty 3528.567858 = -6731106.551952 nChanged 72 SP:Iteration 77Q (1081.235538 sec): 3 clusters Score: Raw -6734641.128615 + Penalty 3528.567858 = -6731112.560757 nChanged 66 SP:Iteration 78Q (1081.315496 sec): 3 clusters Score: Raw -6734646.775918 + Penalty 3528.567858 = -6731118.208060 nChanged 69 SP:Iteration 79Q (1081.395405 sec): 3 clusters Score: Raw -6734653.568774 + Penalty 3528.567858 = -6731125.000916 nChanged 76 SP:Iteration 80F (1081.490652 sec): 3 clusters Score: Raw -6734660.319327 + Penalty 3528.567858 = -6731131.751469 nChanged 64 SP:Iteration 81Q (1081.593059 sec): 3 clusters Score: Raw -6734665.250979 + Penalty 3528.567858 = -6731136.683121 nChanged 59 SP:Iteration 82Q (1081.672933 sec): 3 clusters Score: Raw -6734669.811767 + Penalty 3528.567858 = -6731141.243909 nChanged 60 SP:Iteration 83Q (1081.775303 sec): 3 clusters Score: Raw -6734674.824401 + Penalty 3528.567858 = -6731146.256543 nChanged 54 SP:Iteration 84Q (1081.855703 sec): 3 clusters Score: Raw -6734679.401469 + Penalty 3528.567858 = -6731150.833611 nChanged 54 SP:Iteration 85Q (1081.935141 sec): 3 clusters Score: Raw -6734682.955460 + Penalty 3528.567858 = -6731154.387602 nChanged 43 SP:Iteration 86Q (1082.017573 sec): 3 clusters Score: Raw -6734685.259842 + Penalty 3528.567858 = -6731156.691984 nChanged 32 SP:Iteration 87Q (1082.130648 sec): 3 clusters Score: Raw -6734686.928897 + Penalty 3528.567858 = -6731158.361039 nChanged 34 SP:Iteration 88Q (1082.231760 sec): 3 clusters Score: Raw -6734689.365404 + Penalty 3528.567858 = -6731160.797545 nChanged 37 SP:Iteration 89Q (1082.338504 sec): 3 clusters Score: Raw -6734691.813476 + Penalty 3528.567858 = -6731163.245618 nChanged 44 SP:Iteration 90Q (1082.419424 sec): 3 clusters Score: Raw -6734695.493910 + Penalty 3528.567858 = -6731166.926052 nChanged 48 SP:Iteration 91Q (1082.512958 sec): 3 clusters Score: Raw -6734699.002214 + Penalty 3528.567858 = -6731170.434356 nChanged 46 SP:Iteration 92Q (1082.591511 sec): 3 clusters Score: Raw -6734702.513483 + Penalty 3528.567858 = -6731173.945624 nChanged 48 SP:Iteration 93Q (1082.707497 sec): 3 clusters Score: Raw -6734705.886949 + Penalty 3528.567858 = -6731177.319091 nChanged 47 SP:Iteration 94Q (1082.819726 sec): 3 clusters Score: Raw -6734709.116854 + Penalty 3528.567858 = -6731180.548996 nChanged 40 SP:Iteration 95Q (1082.928495 sec): 3 clusters Score: Raw -6734711.724635 + Penalty 3528.567858 = -6731183.156777 nChanged 27 SP:Iteration 96Q (1083.033001 sec): 3 clusters Score: Raw -6734713.654453 + Penalty 3528.567858 = -6731185.086595 nChanged 24 SP:Iteration 97Q (1083.137007 sec): 3 clusters Score: Raw -6734714.869674 + Penalty 3528.567858 = -6731186.301816 nChanged 27 SP:Iteration 98Q (1083.243419 sec): 3 clusters Score: Raw -6734716.482168 + Penalty 3528.567858 = -6731187.914310 nChanged 24 SP:Iteration 99Q (1083.352850 sec): 3 clusters Score: Raw -6734717.625251 + Penalty 3528.567858 = -6731189.057393 nChanged 19 SP:Iteration 100F (1083.479934 sec): 3 clusters Score: Raw -6734718.391051 + Penalty 3528.567858 = -6731189.823193 nChanged 14 SP:Iteration 101Q (1083.596066 sec): 3 clusters Score: Raw -6734719.073352 + Penalty 3528.567858 = -6731190.505494 nChanged 15 SP:Iteration 102Q (1083.712786 sec): 3 clusters Score: Raw -6734719.864064 + Penalty 3528.567858 = -6731191.296206 nChanged 13 SP:Iteration 103Q (1083.828655 sec): 3 clusters Score: Raw -6734720.725735 + Penalty 3528.567858 = -6731192.157877 nChanged 13 SP:Iteration 104Q (1083.932965 sec): 3 clusters Score: Raw -6734721.360178 + Penalty 3528.567858 = -6731192.792320 nChanged 12 SP:Iteration 105Q (1084.048913 sec): 3 clusters Score: Raw -6734722.068188 + Penalty 3528.567858 = -6731193.500330 nChanged 12 SP:Iteration 106Q (1084.161125 sec): 3 clusters Score: Raw -6734722.668250 + Penalty 3528.567858 = -6731194.100392 nChanged 15 SP:Iteration 107Q (1084.276856 sec): 3 clusters Score: Raw -6734723.407874 + Penalty 3528.567858 = -6731194.840016 nChanged 13 SP:Iteration 108Q (1084.392713 sec): 3 clusters Score: Raw -6734724.129971 + Penalty 3528.567858 = -6731195.562113 nChanged 10 SP:Iteration 109Q (1084.500440 sec): 3 clusters Score: Raw -6734724.785144 + Penalty 3528.567858 = -6731196.217286 nChanged 9 SP:Iteration 110Q (1084.607833 sec): 3 clusters Score: Raw -6734725.069648 + Penalty 3528.567858 = -6731196.501790 nChanged 4 SP:Iteration 111Q (1084.719119 sec): 3 clusters Score: Raw -6734725.240936 + Penalty 3528.567858 = -6731196.673078 nChanged 5 SP:Iteration 112Q (1084.831259 sec): 3 clusters Score: Raw -6734725.383997 + Penalty 3528.567858 = -6731196.816139 nChanged 4 SP:Iteration 113Q (1084.940037 sec): 3 clusters Score: Raw -6734725.529950 + Penalty 3528.567858 = -6731196.962092 nChanged 4 SP:Iteration 114Q (1085.048632 sec): 3 clusters Score: Raw -6734725.684557 + Penalty 3528.567858 = -6731197.116699 nChanged 4 SP:Iteration 115Q (1085.153427 sec): 3 clusters Score: Raw -6734725.823975 + Penalty 3528.567858 = -6731197.256117 nChanged 6 SP:Iteration 116Q (1085.264399 sec): 3 clusters Score: Raw -6734726.127739 + Penalty 3528.567858 = -6731197.559881 nChanged 7 SP:Iteration 117Q (1085.368269 sec): 3 clusters Score: Raw -6734726.478324 + Penalty 3528.567858 = -6731197.910466 nChanged 9 SP:Iteration 118Q (1085.486388 sec): 3 clusters Score: Raw -6734726.809640 + Penalty 3528.567858 = -6731198.241782 nChanged 5 SP:Iteration 119Q (1085.602704 sec): 3 clusters Score: Raw -6734727.038757 + Penalty 3528.567858 = -6731198.470899 nChanged 3 SP:Iteration 120F (1085.730089 sec): 3 clusters Score: Raw -6734727.173633 + Penalty 3528.567858 = -6731198.605774 nChanged 5 SP:Iteration 121Q (1085.822871 sec): 3 clusters Score: Raw -6734727.395598 + Penalty 3528.567858 = -6731198.827740 nChanged 9 SP:Iteration 122Q (1085.934688 sec): 3 clusters Score: Raw -6734727.648785 + Penalty 3528.567858 = -6731199.080927 nChanged 4 SP:Iteration 123Q (1086.049586 sec): 3 clusters Score: Raw -6734727.777521 + Penalty 3528.567858 = -6731199.209663 nChanged 3 SP:Iteration 124Q (1086.156140 sec): 3 clusters Score: Raw -6734727.936481 + Penalty 3528.567858 = -6731199.368623 nChanged 5 SP:Iteration 125Q (1086.273071 sec): 3 clusters Score: Raw -6734728.137896 + Penalty 3528.567858 = -6731199.570037 nChanged 4 SP:Iteration 126Q (1086.390418 sec): 3 clusters Score: Raw -6734728.363633 + Penalty 3528.567858 = -6731199.795775 nChanged 5 SP:Iteration 127Q (1086.507918 sec): 3 clusters Score: Raw -6734728.531216 + Penalty 3528.567858 = -6731199.963358 nChanged 6 SP:Iteration 128Q (1086.625073 sec): 3 clusters Score: Raw -6734728.932253 + Penalty 3528.567858 = -6731200.364395 nChanged 7 SP:Iteration 129Q (1086.741940 sec): 3 clusters Score: Raw -6734729.213671 + Penalty 3528.567858 = -6731200.645813 nChanged 5 SP:Iteration 130Q (1086.851397 sec): 3 clusters Score: Raw -6734729.481032 + Penalty 3528.567858 = -6731200.913174 nChanged 4 SP:Iteration 131Q (1086.931534 sec): 3 clusters Score: Raw -6734729.625766 + Penalty 3528.567858 = -6731201.057908 nChanged 3 SP:Iteration 132Q (1087.011589 sec): 3 clusters Score: Raw -6734729.728703 + Penalty 3528.567858 = -6731201.160845 nChanged 1 SP:Iteration 133Q (1087.093643 sec): 3 clusters Score: Raw -6734729.776847 + Penalty 3528.567858 = -6731201.208988 nChanged 1 SP:Iteration 134Q (1087.174188 sec): 3 clusters Score: Raw -6734729.811151 + Penalty 3528.567858 = -6731201.243293 nChanged 0 SP:Iteration 135F (1087.274041 sec): 3 clusters Score: Raw -6734729.811151 + Penalty 3528.567858 = -6731201.243293 nChanged 0 Trying to split cluster 16 (39127 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1087.321847 sec): 2 clusters Score: Raw -4814672.161600 + Penalty 1718.367307 = -4812953.794293 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1087.398615 sec): 3 clusters Score: Raw -4790308.248768 + Penalty 3436.734615 = -4786871.514153 nChanged 18218 SP:Iteration 1F (1087.469350 sec): 3 clusters Score: Raw -4800795.615977 + Penalty 3436.734615 = -4797358.881362 nChanged 1992 SP:Iteration 2F (1087.540449 sec): 3 clusters Score: Raw -4801609.281944 + Penalty 3436.734615 = -4798172.547330 nChanged 2025 SP:Iteration 3F (1087.612045 sec): 3 clusters Score: Raw -4802567.222578 + Penalty 3436.734615 = -4799130.487963 nChanged 2167 SP:Iteration 4F (1087.695968 sec): 3 clusters Score: Raw -4803801.378799 + Penalty 3436.734615 = -4800364.644185 nChanged 2461 SP:Iteration 5F (1087.793297 sec): 3 clusters Score: Raw -4805396.954818 + Penalty 3436.734615 = -4801960.220204 nChanged 2439 SP:Iteration 6F (1087.893903 sec): 3 clusters Score: Raw -4807146.690956 + Penalty 3436.734615 = -4803709.956341 nChanged 2295 SP:Iteration 7F (1087.999658 sec): 3 clusters Score: Raw -4808861.269994 + Penalty 3436.734615 = -4805424.535380 nChanged 1999 SP:Iteration 8F (1088.095698 sec): 3 clusters Score: Raw -4810441.716609 + Penalty 3436.734615 = -4807004.981995 nChanged 1584 SP:Iteration 9Q (1088.197229 sec): 3 clusters Score: Raw -4811542.369640 + Penalty 3436.734615 = -4808105.635025 nChanged 1199 SP:Iteration 10Q (1088.291566 sec): 3 clusters Score: Raw -4812250.402209 + Penalty 3436.734615 = -4808813.667595 nChanged 900 SP:Iteration 11Q (1088.393094 sec): 3 clusters Score: Raw -4812772.166473 + Penalty 3436.734615 = -4809335.431859 nChanged 768 SP:Iteration 12Q (1088.488220 sec): 3 clusters Score: Raw -4813184.875833 + Penalty 3436.734615 = -4809748.141218 nChanged 706 SP:Iteration 13Q (1088.579111 sec): 3 clusters Score: Raw -4813534.920482 + Penalty 3436.734615 = -4810098.185867 nChanged 614 SP:Iteration 14Q (1088.674783 sec): 3 clusters Score: Raw -4813835.936218 + Penalty 3436.734615 = -4810399.201603 nChanged 478 SP:Iteration 15Q (1088.770047 sec): 3 clusters Score: Raw -4814054.986202 + Penalty 3436.734615 = -4810618.251587 nChanged 435 SP:Iteration 16Q (1088.856444 sec): 3 clusters Score: Raw -4814234.331033 + Penalty 3436.734615 = -4810797.596418 nChanged 372 SP:Iteration 17Q (1088.918408 sec): 3 clusters Score: Raw -4814379.724994 + Penalty 3436.734615 = -4810942.990379 nChanged 314 SP:Iteration 18Q (1088.984913 sec): 3 clusters Score: Raw -4814506.612144 + Penalty 3436.734615 = -4811069.877529 nChanged 297 SP:Iteration 19Q (1089.058938 sec): 3 clusters Score: Raw -4814620.662425 + Penalty 3436.734615 = -4811183.927811 nChanged 258 SP:Iteration 20F (1089.137808 sec): 3 clusters Score: Raw -4814712.475124 + Penalty 3436.734615 = -4811275.740510 nChanged 212 SP:Iteration 21Q (1089.206490 sec): 3 clusters Score: Raw -4814791.682290 + Penalty 3436.734615 = -4811354.947675 nChanged 204 SP:Iteration 22Q (1089.267052 sec): 3 clusters Score: Raw -4814861.591761 + Penalty 3436.734615 = -4811424.857147 nChanged 179 SP:Iteration 23Q (1089.326431 sec): 3 clusters Score: Raw -4814914.807887 + Penalty 3436.734615 = -4811478.073272 nChanged 148 SP:Iteration 24Q (1089.402265 sec): 3 clusters Score: Raw -4814953.331977 + Penalty 3436.734615 = -4811516.597362 nChanged 125 SP:Iteration 25Q (1089.496610 sec): 3 clusters Score: Raw -4814989.724602 + Penalty 3436.734615 = -4811552.989987 nChanged 122 SP:Iteration 26Q (1089.592591 sec): 3 clusters Score: Raw -4815023.392352 + Penalty 3436.734615 = -4811586.657738 nChanged 109 SP:Iteration 27Q (1089.679268 sec): 3 clusters Score: Raw -4815053.550478 + Penalty 3436.734615 = -4811616.815863 nChanged 91 SP:Iteration 28Q (1089.767608 sec): 3 clusters Score: Raw -4815081.531749 + Penalty 3436.734615 = -4811644.797134 nChanged 81 SP:Iteration 29Q (1089.855687 sec): 3 clusters Score: Raw -4815102.861743 + Penalty 3436.734615 = -4811666.127129 nChanged 66 SP:Iteration 30Q (1089.936974 sec): 3 clusters Score: Raw -4815121.277176 + Penalty 3436.734615 = -4811684.542562 nChanged 76 SP:Iteration 31Q (1090.029454 sec): 3 clusters Score: Raw -4815142.554367 + Penalty 3436.734615 = -4811705.819752 nChanged 78 SP:Iteration 32Q (1090.116110 sec): 3 clusters Score: Raw -4815166.199026 + Penalty 3436.734615 = -4811729.464411 nChanged 69 SP:Iteration 33Q (1090.199114 sec): 3 clusters Score: Raw -4815185.587853 + Penalty 3436.734615 = -4811748.853239 nChanged 60 SP:Iteration 34Q (1090.290295 sec): 3 clusters Score: Raw -4815201.688553 + Penalty 3436.734615 = -4811764.953939 nChanged 49 SP:Iteration 35Q (1090.383865 sec): 3 clusters Score: Raw -4815215.357514 + Penalty 3436.734615 = -4811778.622899 nChanged 52 SP:Iteration 36Q (1090.469731 sec): 3 clusters Score: Raw -4815227.402223 + Penalty 3436.734615 = -4811790.667608 nChanged 43 SP:Iteration 37Q (1090.556994 sec): 3 clusters Score: Raw -4815236.553300 + Penalty 3436.734615 = -4811799.818685 nChanged 42 SP:Iteration 38Q (1090.649790 sec): 3 clusters Score: Raw -4815247.658560 + Penalty 3436.734615 = -4811810.923946 nChanged 41 SP:Iteration 39Q (1090.737247 sec): 3 clusters Score: Raw -4815259.266015 + Penalty 3436.734615 = -4811822.531400 nChanged 34 SP:Iteration 40F (1090.840271 sec): 3 clusters Score: Raw -4815270.575295 + Penalty 3436.734615 = -4811833.840680 nChanged 32 SP:Iteration 41Q (1090.930372 sec): 3 clusters Score: Raw -4815278.830060 + Penalty 3436.734615 = -4811842.095445 nChanged 31 SP:Iteration 42Q (1091.022145 sec): 3 clusters Score: Raw -4815287.629449 + Penalty 3436.734615 = -4811850.894835 nChanged 41 SP:Iteration 43Q (1091.107987 sec): 3 clusters Score: Raw -4815299.194271 + Penalty 3436.734615 = -4811862.459656 nChanged 37 SP:Iteration 44Q (1091.190441 sec): 3 clusters Score: Raw -4815305.574976 + Penalty 3436.734615 = -4811868.840361 nChanged 23 SP:Iteration 45Q (1091.280591 sec): 3 clusters Score: Raw -4815310.184277 + Penalty 3436.734615 = -4811873.449663 nChanged 18 SP:Iteration 46Q (1091.372978 sec): 3 clusters Score: Raw -4815314.619186 + Penalty 3436.734615 = -4811877.884571 nChanged 22 SP:Iteration 47Q (1091.458459 sec): 3 clusters Score: Raw -4815319.600128 + Penalty 3436.734615 = -4811882.865514 nChanged 17 SP:Iteration 48Q (1091.547451 sec): 3 clusters Score: Raw -4815324.381068 + Penalty 3436.734615 = -4811887.646454 nChanged 24 SP:Iteration 49Q (1091.636764 sec): 3 clusters Score: Raw -4815329.000717 + Penalty 3436.734615 = -4811892.266103 nChanged 16 SP:Iteration 50Q (1091.726547 sec): 3 clusters Score: Raw -4815332.524522 + Penalty 3436.734615 = -4811895.789908 nChanged 16 SP:Iteration 51Q (1091.815052 sec): 3 clusters Score: Raw -4815335.157829 + Penalty 3436.734615 = -4811898.423215 nChanged 9 SP:Iteration 52Q (1091.907856 sec): 3 clusters Score: Raw -4815337.330135 + Penalty 3436.734615 = -4811900.595520 nChanged 12 SP:Iteration 53Q (1091.992818 sec): 3 clusters Score: Raw -4815339.625263 + Penalty 3436.734615 = -4811902.890648 nChanged 14 SP:Iteration 54Q (1092.081400 sec): 3 clusters Score: Raw -4815341.453654 + Penalty 3436.734615 = -4811904.719040 nChanged 14 SP:Iteration 55Q (1092.170553 sec): 3 clusters Score: Raw -4815343.601196 + Penalty 3436.734615 = -4811906.866582 nChanged 10 SP:Iteration 56Q (1092.260674 sec): 3 clusters Score: Raw -4815345.713753 + Penalty 3436.734615 = -4811908.979138 nChanged 12 SP:Iteration 57Q (1092.353282 sec): 3 clusters Score: Raw -4815347.271852 + Penalty 3436.734615 = -4811910.537237 nChanged 5 SP:Iteration 58Q (1092.411192 sec): 3 clusters Score: Raw -4815348.005140 + Penalty 3436.734615 = -4811911.270525 nChanged 6 SP:Iteration 59Q (1092.470112 sec): 3 clusters Score: Raw -4815348.987172 + Penalty 3436.734615 = -4811912.252557 nChanged 6 SP:Iteration 60F (1092.539733 sec): 3 clusters Score: Raw -4815349.662770 + Penalty 3436.734615 = -4811912.928156 nChanged 5 SP:Iteration 61Q (1092.604469 sec): 3 clusters Score: Raw -4815350.656184 + Penalty 3436.734615 = -4811913.921569 nChanged 3 SP:Iteration 62Q (1092.662531 sec): 3 clusters Score: Raw -4815351.143362 + Penalty 3436.734615 = -4811914.408747 nChanged 5 SP:Iteration 63Q (1092.728086 sec): 3 clusters Score: Raw -4815352.654997 + Penalty 3436.734615 = -4811915.920383 nChanged 7 SP:Iteration 64Q (1092.786636 sec): 3 clusters Score: Raw -4815353.451360 + Penalty 3436.734615 = -4811916.716746 nChanged 5 SP:Iteration 65Q (1092.851364 sec): 3 clusters Score: Raw -4815354.229519 + Penalty 3436.734615 = -4811917.494904 nChanged 5 SP:Iteration 66Q (1092.908683 sec): 3 clusters Score: Raw -4815354.843455 + Penalty 3436.734615 = -4811918.108840 nChanged 3 SP:Iteration 67Q (1092.966064 sec): 3 clusters Score: Raw -4815355.086645 + Penalty 3436.734615 = -4811918.352031 nChanged 1 SP:Iteration 68Q (1093.028729 sec): 3 clusters Score: Raw -4815355.335345 + Penalty 3436.734615 = -4811918.600730 nChanged 1 SP:Iteration 69Q (1093.098029 sec): 3 clusters Score: Raw -4815355.535290 + Penalty 3436.734615 = -4811918.800675 nChanged 3 SP:Iteration 70Q (1093.188440 sec): 3 clusters Score: Raw -4815355.926945 + Penalty 3436.734615 = -4811919.192331 nChanged 6 SP:Iteration 71Q (1093.248694 sec): 3 clusters Score: Raw -4815357.077651 + Penalty 3436.734615 = -4811920.343037 nChanged 7 SP:Iteration 72Q (1093.314054 sec): 3 clusters Score: Raw -4815358.480498 + Penalty 3436.734615 = -4811921.745883 nChanged 8 SP:Iteration 73Q (1093.402821 sec): 3 clusters Score: Raw -4815360.301136 + Penalty 3436.734615 = -4811923.566522 nChanged 9 SP:Iteration 74Q (1093.464029 sec): 3 clusters Score: Raw -4815362.201416 + Penalty 3436.734615 = -4811925.466802 nChanged 14 SP:Iteration 75Q (1093.522491 sec): 3 clusters Score: Raw -4815364.792248 + Penalty 3436.734615 = -4811928.057633 nChanged 14 SP:Iteration 76Q (1093.580562 sec): 3 clusters Score: Raw -4815367.298599 + Penalty 3436.734615 = -4811930.563985 nChanged 11 SP:Iteration 77Q (1093.660046 sec): 3 clusters Score: Raw -4815369.081944 + Penalty 3436.734615 = -4811932.347329 nChanged 6 SP:Iteration 78Q (1093.744778 sec): 3 clusters Score: Raw -4815370.017037 + Penalty 3436.734615 = -4811933.282422 nChanged 4 SP:Iteration 79Q (1093.841415 sec): 3 clusters Score: Raw -4815370.311874 + Penalty 3436.734615 = -4811933.577260 nChanged 3 SP:Iteration 80F (1093.950453 sec): 3 clusters Score: Raw -4815370.878442 + Penalty 3436.734615 = -4811934.143828 nChanged 3 SP:Iteration 81Q (1094.043766 sec): 3 clusters Score: Raw -4815371.479573 + Penalty 3436.734615 = -4811934.744958 nChanged 7 SP:Iteration 82Q (1094.127250 sec): 3 clusters Score: Raw -4815372.920641 + Penalty 3436.734615 = -4811936.186026 nChanged 7 SP:Iteration 83Q (1094.221280 sec): 3 clusters Score: Raw -4815374.385695 + Penalty 3436.734615 = -4811937.651080 nChanged 7 SP:Iteration 84Q (1094.308815 sec): 3 clusters Score: Raw -4815375.344054 + Penalty 3436.734615 = -4811938.609440 nChanged 4 SP:Iteration 85Q (1094.402678 sec): 3 clusters Score: Raw -4815376.319684 + Penalty 3436.734615 = -4811939.585069 nChanged 3 SP:Iteration 86Q (1094.502704 sec): 3 clusters Score: Raw -4815376.623986 + Penalty 3436.734615 = -4811939.889371 nChanged 0 SP:Iteration 87F (1094.597236 sec): 3 clusters Score: Raw -4815376.623986 + Penalty 3436.734615 = -4811939.889371 nChanged 0 Trying to split cluster 17 (5680 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1094.631315 sec): 2 clusters Score: Raw -727868.926413 + Penalty 1404.764808 = -726464.161605 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1094.673254 sec): 3 clusters Score: Raw -724849.111623 + Penalty 2809.529616 = -722039.582007 nChanged 2338 SP:Iteration 1F (1094.713813 sec): 3 clusters Score: Raw -726165.667667 + Penalty 2809.529616 = -723356.138050 nChanged 415 SP:Iteration 2F (1094.764518 sec): 3 clusters Score: Raw -726420.837387 + Penalty 2809.529616 = -723611.307771 nChanged 372 SP:Iteration 3F (1094.810114 sec): 3 clusters Score: Raw -726644.961283 + Penalty 2809.529616 = -723835.431666 nChanged 297 SP:Iteration 4F (1094.848922 sec): 3 clusters Score: Raw -726851.115169 + Penalty 2809.529616 = -724041.585553 nChanged 285 SP:Iteration 5F (1094.897932 sec): 3 clusters Score: Raw -727027.921475 + Penalty 2809.529616 = -724218.391858 nChanged 251 SP:Iteration 6Q (1094.949318 sec): 3 clusters Score: Raw -727186.471167 + Penalty 2809.529616 = -724376.941551 nChanged 235 SP:Iteration 7Q (1094.974874 sec): 3 clusters Score: Raw -727339.768345 + Penalty 2809.529616 = -724530.238728 nChanged 223 SP:Iteration 8Q (1095.000960 sec): 3 clusters Score: Raw -727464.549367 + Penalty 2809.529616 = -724655.019751 nChanged 172 SP:Iteration 9Q (1095.059313 sec): 3 clusters Score: Raw -727559.756421 + Penalty 2809.529616 = -724750.226804 nChanged 158 SP:Iteration 10Q (1095.118108 sec): 3 clusters Score: Raw -727661.455792 + Penalty 2809.529616 = -724851.926176 nChanged 154 SP:Iteration 11Q (1095.168722 sec): 3 clusters Score: Raw -727789.222215 + Penalty 2809.529616 = -724979.692599 nChanged 157 SP:Iteration 12Q (1095.226264 sec): 3 clusters Score: Raw -727918.560816 + Penalty 2809.529616 = -725109.031200 nChanged 136 SP:Iteration 13Q (1095.275477 sec): 3 clusters Score: Raw -728041.443425 + Penalty 2809.529616 = -725231.913809 nChanged 127 SP:Iteration 14Q (1095.326621 sec): 3 clusters Score: Raw -728126.320936 + Penalty 2809.529616 = -725316.791319 nChanged 109 SP:Iteration 15Q (1095.383154 sec): 3 clusters Score: Raw -728168.411988 + Penalty 2809.529616 = -725358.882371 nChanged 76 SP:Iteration 16Q (1095.433552 sec): 3 clusters Score: Raw -728195.571998 + Penalty 2809.529616 = -725386.042381 nChanged 76 SP:Iteration 17Q (1095.484698 sec): 3 clusters Score: Raw -728221.141404 + Penalty 2809.529616 = -725411.611787 nChanged 73 SP:Iteration 18Q (1095.541860 sec): 3 clusters Score: Raw -728242.858126 + Penalty 2809.529616 = -725433.328510 nChanged 65 SP:Iteration 19Q (1095.591531 sec): 3 clusters Score: Raw -728260.492542 + Penalty 2809.529616 = -725450.962926 nChanged 55 SP:Iteration 20F (1095.643298 sec): 3 clusters Score: Raw -728277.807352 + Penalty 2809.529616 = -725468.277736 nChanged 59 SP:Iteration 21Q (1095.700671 sec): 3 clusters Score: Raw -728293.752165 + Penalty 2809.529616 = -725484.222549 nChanged 56 SP:Iteration 22Q (1095.747959 sec): 3 clusters Score: Raw -728309.456994 + Penalty 2809.529616 = -725499.927378 nChanged 47 SP:Iteration 23Q (1095.805634 sec): 3 clusters Score: Raw -728321.196336 + Penalty 2809.529616 = -725511.666720 nChanged 39 SP:Iteration 24Q (1095.862167 sec): 3 clusters Score: Raw -728331.142507 + Penalty 2809.529616 = -725521.612890 nChanged 43 SP:Iteration 25Q (1095.919313 sec): 3 clusters Score: Raw -728341.444989 + Penalty 2809.529616 = -725531.915372 nChanged 41 SP:Iteration 26Q (1095.975993 sec): 3 clusters Score: Raw -728350.464999 + Penalty 2809.529616 = -725540.935383 nChanged 35 SP:Iteration 27Q (1096.032399 sec): 3 clusters Score: Raw -728359.922344 + Penalty 2809.529616 = -725550.392727 nChanged 39 SP:Iteration 28Q (1096.089761 sec): 3 clusters Score: Raw -728370.240443 + Penalty 2809.529616 = -725560.710827 nChanged 43 SP:Iteration 29Q (1096.147506 sec): 3 clusters Score: Raw -728381.677327 + Penalty 2809.529616 = -725572.147710 nChanged 42 SP:Iteration 30Q (1096.204438 sec): 3 clusters Score: Raw -728393.768953 + Penalty 2809.529616 = -725584.239337 nChanged 42 SP:Iteration 31Q (1096.261014 sec): 3 clusters Score: Raw -728407.693258 + Penalty 2809.529616 = -725598.163642 nChanged 47 SP:Iteration 32Q (1096.311495 sec): 3 clusters Score: Raw -728425.766573 + Penalty 2809.529616 = -725616.236956 nChanged 60 SP:Iteration 33Q (1096.362223 sec): 3 clusters Score: Raw -728446.870992 + Penalty 2809.529616 = -725637.341376 nChanged 61 SP:Iteration 34Q (1096.416689 sec): 3 clusters Score: Raw -728467.518301 + Penalty 2809.529616 = -725657.988685 nChanged 75 SP:Iteration 35Q (1096.457988 sec): 3 clusters Score: Raw -728495.721733 + Penalty 2809.529616 = -725686.192116 nChanged 84 SP:Iteration 36Q (1096.519011 sec): 3 clusters Score: Raw -728529.254944 + Penalty 2809.529616 = -725719.725328 nChanged 86 SP:Iteration 37Q (1096.561659 sec): 3 clusters Score: Raw -728562.935371 + Penalty 2809.529616 = -725753.405754 nChanged 91 SP:Iteration 38Q (1096.612025 sec): 3 clusters Score: Raw -728602.673469 + Penalty 2809.529616 = -725793.143853 nChanged 80 SP:Iteration 39Q (1096.661960 sec): 3 clusters Score: Raw -728632.151717 + Penalty 2809.529616 = -725822.622101 nChanged 81 SP:Iteration 40F (1096.712651 sec): 3 clusters Score: Raw -728664.361366 + Penalty 2809.529616 = -725854.831750 nChanged 71 SP:Iteration 41Q (1096.764401 sec): 3 clusters Score: Raw -728694.815970 + Penalty 2809.529616 = -725885.286353 nChanged 73 SP:Iteration 42Q (1096.824799 sec): 3 clusters Score: Raw -728722.409389 + Penalty 2809.529616 = -725912.879773 nChanged 63 SP:Iteration 43Q (1096.865925 sec): 3 clusters Score: Raw -728750.611902 + Penalty 2809.529616 = -725941.082285 nChanged 77 SP:Iteration 44Q (1096.921304 sec): 3 clusters Score: Raw -728786.399198 + Penalty 2809.529616 = -725976.869582 nChanged 69 SP:Iteration 45Q (1096.962670 sec): 3 clusters Score: Raw -728820.245209 + Penalty 2809.529616 = -726010.715593 nChanged 67 SP:Iteration 46Q (1097.013164 sec): 3 clusters Score: Raw -728855.709634 + Penalty 2809.529616 = -726046.180018 nChanged 55 SP:Iteration 47Q (1097.063276 sec): 3 clusters Score: Raw -728881.482095 + Penalty 2809.529616 = -726071.952478 nChanged 41 SP:Iteration 48Q (1097.113251 sec): 3 clusters Score: Raw -728901.056382 + Penalty 2809.529616 = -726091.526766 nChanged 46 SP:Iteration 49Q (1097.163562 sec): 3 clusters Score: Raw -728924.564258 + Penalty 2809.529616 = -726115.034641 nChanged 37 SP:Iteration 50Q (1097.215080 sec): 3 clusters Score: Raw -728944.928616 + Penalty 2809.529616 = -726135.399000 nChanged 34 SP:Iteration 51Q (1097.260268 sec): 3 clusters Score: Raw -728970.447926 + Penalty 2809.529616 = -726160.918310 nChanged 32 SP:Iteration 52Q (1097.320966 sec): 3 clusters Score: Raw -728997.680489 + Penalty 2809.529616 = -726188.150873 nChanged 41 SP:Iteration 53Q (1097.372485 sec): 3 clusters Score: Raw -729064.396814 + Penalty 2809.529616 = -726254.867198 nChanged 56 SP:Iteration 54Q (1097.423867 sec): 3 clusters Score: Raw -729200.656660 + Penalty 2809.529616 = -726391.127044 nChanged 44 SP:Iteration 55Q (1097.464522 sec): 3 clusters Score: Raw -729364.961554 + Penalty 2809.529616 = -726555.431938 nChanged 29 SP:Iteration 56Q (1097.515299 sec): 3 clusters Score: Raw -729562.524163 + Penalty 2809.529616 = -726752.994546 nChanged 14 SP:Iteration 57Q (1097.573443 sec): 3 clusters Score: Raw -729591.380143 + Penalty 2809.529616 = -726781.850527 nChanged 8 SP:Iteration 58Q (1097.613160 sec): 3 clusters Score: Raw -729595.123977 + Penalty 2809.529616 = -726785.594361 nChanged 4 SP:Iteration 59Q (1097.667132 sec): 3 clusters Score: Raw -729597.472165 + Penalty 2809.529616 = -726787.942548 nChanged 2 SP:Iteration 60F (1097.719729 sec): 3 clusters Score: Raw -729598.262970 + Penalty 2809.529616 = -726788.733354 nChanged 0 Score: Raw -99933586.027361 + Penalty 63883.449798 = -99869702.577563 Splitting cluster 17 changes total score from -99870154.078201 to -99869702.577563 So it's not getting split. Trying to split cluster 18 (404 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1112.707943 sec): 2 clusters Score: Raw -43459.970936 + Penalty 975.229918 = -42484.741018 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1112.751075 sec): 3 clusters Score: Raw -43574.723859 + Penalty 1950.459835 = -41624.264023 nChanged 107 SP:Iteration 1F (1112.800997 sec): 3 clusters Score: Raw -43904.635073 + Penalty 1950.459835 = -41954.175237 nChanged 56 SP:Iteration 2F (1112.851264 sec): 3 clusters Score: Raw -44194.822837 + Penalty 1950.459835 = -42244.363001 nChanged 31 SP:Iteration 3F (1112.901082 sec): 3 clusters Score: Raw -44361.029158 + Penalty 1950.459835 = -42410.569323 nChanged 17 SP:Iteration 4Q (1112.948614 sec): 3 clusters Score: Raw -44426.306956 + Penalty 1950.459835 = -42475.847121 nChanged 10 SP:Iteration 5Q (1112.998992 sec): 3 clusters Score: Raw -44469.831232 + Penalty 1950.459835 = -42519.371397 nChanged 1 SP:Iteration 6Q (1113.048821 sec): 3 clusters Score: Raw -44473.733280 + Penalty 1950.459835 = -42523.273445 nChanged 1 SP:Iteration 7Q (1113.099161 sec): 3 clusters Score: Raw -44477.932574 + Penalty 1950.459835 = -42527.472739 nChanged 0 SP:Iteration 8F (1113.140067 sec): 3 clusters Score: Raw -44477.932574 + Penalty 1950.459835 = -42527.472739 nChanged 0 Score: Raw -99932874.652442 + Penalty 63883.449798 = -99868991.202644 Splitting cluster 18 changes total score from -99870154.078201 to -99868991.202644 So it's not getting split. Trying to split cluster 19 (8735 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1127.141143 sec): 2 clusters Score: Raw -1088947.894610 + Penalty 1474.702649 = -1087473.191962 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1127.172520 sec): 3 clusters Score: Raw -1084051.774149 + Penalty 2949.405297 = -1081102.368851 nChanged 3756 SP:Iteration 1F (1127.197910 sec): 3 clusters Score: Raw -1086245.361254 + Penalty 2949.405297 = -1083295.955957 nChanged 610 SP:Iteration 2F (1127.223684 sec): 3 clusters Score: Raw -1086607.964275 + Penalty 2949.405297 = -1083658.558977 nChanged 591 SP:Iteration 3F (1127.249190 sec): 3 clusters Score: Raw -1087056.735032 + Penalty 2949.405297 = -1084107.329735 nChanged 629 SP:Iteration 4F (1127.310350 sec): 3 clusters Score: Raw -1087559.716763 + Penalty 2949.405297 = -1084610.311466 nChanged 617 SP:Iteration 5F (1127.340178 sec): 3 clusters Score: Raw -1088039.900187 + Penalty 2949.405297 = -1085090.494890 nChanged 538 SP:Iteration 6F (1127.394163 sec): 3 clusters Score: Raw -1088413.596790 + Penalty 2949.405297 = -1085464.191493 nChanged 426 SP:Iteration 7Q (1127.456030 sec): 3 clusters Score: Raw -1088678.149671 + Penalty 2949.405297 = -1085728.744374 nChanged 301 SP:Iteration 8Q (1127.495570 sec): 3 clusters Score: Raw -1088829.538328 + Penalty 2949.405297 = -1085880.133031 nChanged 202 SP:Iteration 9Q (1127.527540 sec): 3 clusters Score: Raw -1088924.215895 + Penalty 2949.405297 = -1085974.810598 nChanged 183 SP:Iteration 10Q (1127.580635 sec): 3 clusters Score: Raw -1089007.023695 + Penalty 2949.405297 = -1086057.618398 nChanged 155 SP:Iteration 11Q (1127.607492 sec): 3 clusters Score: Raw -1089076.639572 + Penalty 2949.405297 = -1086127.234275 nChanged 132 SP:Iteration 12Q (1127.633148 sec): 3 clusters Score: Raw -1089132.429968 + Penalty 2949.405297 = -1086183.024671 nChanged 125 SP:Iteration 13Q (1127.658754 sec): 3 clusters Score: Raw -1089184.458608 + Penalty 2949.405297 = -1086235.053311 nChanged 115 SP:Iteration 14Q (1127.702835 sec): 3 clusters Score: Raw -1089246.150154 + Penalty 2949.405297 = -1086296.744857 nChanged 108 SP:Iteration 15Q (1127.734179 sec): 3 clusters Score: Raw -1089295.186046 + Penalty 2949.405297 = -1086345.780748 nChanged 103 SP:Iteration 16Q (1127.792005 sec): 3 clusters Score: Raw -1089337.059120 + Penalty 2949.405297 = -1086387.653822 nChanged 83 SP:Iteration 17Q (1127.820222 sec): 3 clusters Score: Raw -1089365.947592 + Penalty 2949.405297 = -1086416.542294 nChanged 77 SP:Iteration 18Q (1127.846184 sec): 3 clusters Score: Raw -1089388.535397 + Penalty 2949.405297 = -1086439.130100 nChanged 62 SP:Iteration 19Q (1127.872460 sec): 3 clusters Score: Raw -1089402.866038 + Penalty 2949.405297 = -1086453.460740 nChanged 45 SP:Iteration 20F (1127.926674 sec): 3 clusters Score: Raw -1089413.913809 + Penalty 2949.405297 = -1086464.508512 nChanged 50 SP:Iteration 21Q (1127.958338 sec): 3 clusters Score: Raw -1089426.460135 + Penalty 2949.405297 = -1086477.054837 nChanged 39 SP:Iteration 22Q (1127.986070 sec): 3 clusters Score: Raw -1089436.306272 + Penalty 2949.405297 = -1086486.900975 nChanged 39 SP:Iteration 23Q (1128.028282 sec): 3 clusters Score: Raw -1089443.404136 + Penalty 2949.405297 = -1086493.998839 nChanged 24 SP:Iteration 24Q (1128.066441 sec): 3 clusters Score: Raw -1089450.236671 + Penalty 2949.405297 = -1086500.831374 nChanged 28 SP:Iteration 25Q (1128.096387 sec): 3 clusters Score: Raw -1089455.180330 + Penalty 2949.405297 = -1086505.775032 nChanged 21 SP:Iteration 26Q (1128.122580 sec): 3 clusters Score: Raw -1089459.686958 + Penalty 2949.405297 = -1086510.281661 nChanged 22 SP:Iteration 27Q (1128.149554 sec): 3 clusters Score: Raw -1089464.402956 + Penalty 2949.405297 = -1086514.997658 nChanged 18 SP:Iteration 28Q (1128.174722 sec): 3 clusters Score: Raw -1089467.987812 + Penalty 2949.405297 = -1086518.582515 nChanged 18 SP:Iteration 29Q (1128.236347 sec): 3 clusters Score: Raw -1089471.447606 + Penalty 2949.405297 = -1086522.042309 nChanged 20 SP:Iteration 30Q (1128.275940 sec): 3 clusters Score: Raw -1089475.218947 + Penalty 2949.405297 = -1086525.813650 nChanged 15 SP:Iteration 31Q (1128.308060 sec): 3 clusters Score: Raw -1089478.582360 + Penalty 2949.405297 = -1086529.177063 nChanged 17 SP:Iteration 32Q (1128.336978 sec): 3 clusters Score: Raw -1089481.149699 + Penalty 2949.405297 = -1086531.744401 nChanged 9 SP:Iteration 33Q (1128.363387 sec): 3 clusters Score: Raw -1089482.324976 + Penalty 2949.405297 = -1086532.919678 nChanged 7 SP:Iteration 34Q (1128.404870 sec): 3 clusters Score: Raw -1089483.520569 + Penalty 2949.405297 = -1086534.115272 nChanged 9 SP:Iteration 35Q (1128.460025 sec): 3 clusters Score: Raw -1089485.294069 + Penalty 2949.405297 = -1086535.888771 nChanged 12 SP:Iteration 36Q (1128.491963 sec): 3 clusters Score: Raw -1089486.553260 + Penalty 2949.405297 = -1086537.147963 nChanged 6 SP:Iteration 37Q (1128.518914 sec): 3 clusters Score: Raw -1089487.093695 + Penalty 2949.405297 = -1086537.688398 nChanged 2 SP:Iteration 38Q (1128.545124 sec): 3 clusters Score: Raw -1089487.475391 + Penalty 2949.405297 = -1086538.070094 nChanged 2 SP:Iteration 39Q (1128.606738 sec): 3 clusters Score: Raw -1089487.771178 + Penalty 2949.405297 = -1086538.365881 nChanged 4 SP:Iteration 40F (1128.662928 sec): 3 clusters Score: Raw -1089488.282983 + Penalty 2949.405297 = -1086538.877685 nChanged 1 SP:Iteration 41Q (1128.722099 sec): 3 clusters Score: Raw -1089488.415572 + Penalty 2949.405297 = -1086539.010274 nChanged 1 SP:Iteration 42Q (1128.750071 sec): 3 clusters Score: Raw -1089488.673211 + Penalty 2949.405297 = -1086539.267914 nChanged 3 SP:Iteration 43Q (1128.802295 sec): 3 clusters Score: Raw -1089488.922818 + Penalty 2949.405297 = -1086539.517521 nChanged 5 SP:Iteration 44Q (1128.832793 sec): 3 clusters Score: Raw -1089489.426280 + Penalty 2949.405297 = -1086540.020983 nChanged 5 SP:Iteration 45Q (1128.860303 sec): 3 clusters Score: Raw -1089490.474349 + Penalty 2949.405297 = -1086541.069052 nChanged 7 SP:Iteration 46Q (1128.886195 sec): 3 clusters Score: Raw -1089491.707874 + Penalty 2949.405297 = -1086542.302576 nChanged 7 SP:Iteration 47Q (1128.913568 sec): 3 clusters Score: Raw -1089492.985300 + Penalty 2949.405297 = -1086543.580003 nChanged 7 SP:Iteration 48Q (1128.939086 sec): 3 clusters Score: Raw -1089494.019580 + Penalty 2949.405297 = -1086544.614282 nChanged 5 SP:Iteration 49Q (1128.966342 sec): 3 clusters Score: Raw -1089494.786936 + Penalty 2949.405297 = -1086545.381638 nChanged 4 SP:Iteration 50Q (1128.993804 sec): 3 clusters Score: Raw -1089495.200367 + Penalty 2949.405297 = -1086545.795070 nChanged 3 SP:Iteration 51Q (1129.051913 sec): 3 clusters Score: Raw -1089495.934504 + Penalty 2949.405297 = -1086546.529207 nChanged 5 SP:Iteration 52Q (1129.078371 sec): 3 clusters Score: Raw -1089497.604477 + Penalty 2949.405297 = -1086548.199179 nChanged 5 SP:Iteration 53Q (1129.139309 sec): 3 clusters Score: Raw -1089498.372639 + Penalty 2949.405297 = -1086548.967342 nChanged 6 SP:Iteration 54Q (1129.167457 sec): 3 clusters Score: Raw -1089499.410086 + Penalty 2949.405297 = -1086550.004789 nChanged 13 SP:Iteration 55Q (1129.220864 sec): 3 clusters Score: Raw -1089501.941729 + Penalty 2949.405297 = -1086552.536431 nChanged 10 SP:Iteration 56Q (1129.281042 sec): 3 clusters Score: Raw -1089503.588787 + Penalty 2949.405297 = -1086554.183490 nChanged 7 SP:Iteration 57Q (1129.322263 sec): 3 clusters Score: Raw -1089504.572685 + Penalty 2949.405297 = -1086555.167387 nChanged 8 SP:Iteration 58Q (1129.353724 sec): 3 clusters Score: Raw -1089505.564579 + Penalty 2949.405297 = -1086556.159281 nChanged 7 SP:Iteration 59Q (1129.378919 sec): 3 clusters Score: Raw -1089506.203839 + Penalty 2949.405297 = -1086556.798542 nChanged 3 SP:Iteration 60F (1129.421949 sec): 3 clusters Score: Raw -1089506.579822 + Penalty 2949.405297 = -1086557.174525 nChanged 2 SP:Iteration 61Q (1129.449533 sec): 3 clusters Score: Raw -1089506.774538 + Penalty 2949.405297 = -1086557.369240 nChanged 1 SP:Iteration 62Q (1129.475007 sec): 3 clusters Score: Raw -1089506.930274 + Penalty 2949.405297 = -1086557.524977 nChanged 2 SP:Iteration 63Q (1129.500324 sec): 3 clusters Score: Raw -1089507.123976 + Penalty 2949.405297 = -1086557.718679 nChanged 0 SP:Iteration 64F (1129.526109 sec): 3 clusters Score: Raw -1089507.123976 + Penalty 2949.405297 = -1086557.718679 nChanged 0 Trying to split cluster 20 (10581 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1129.549929 sec): 2 clusters Score: Raw -1211354.432873 + Penalty 1505.857473 = -1209848.575400 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1129.580539 sec): 3 clusters Score: Raw -1205345.712200 + Penalty 3011.714946 = -1202333.997254 nChanged 4712 SP:Iteration 1F (1129.647470 sec): 3 clusters Score: Raw -1208193.474493 + Penalty 3011.714946 = -1205181.759547 nChanged 771 SP:Iteration 2F (1129.693800 sec): 3 clusters Score: Raw -1208701.026812 + Penalty 3011.714946 = -1205689.311865 nChanged 764 SP:Iteration 3F (1129.752252 sec): 3 clusters Score: Raw -1209268.573001 + Penalty 3011.714946 = -1206256.858055 nChanged 772 SP:Iteration 4F (1129.817711 sec): 3 clusters Score: Raw -1209862.039674 + Penalty 3011.714946 = -1206850.324727 nChanged 698 SP:Iteration 5F (1129.880880 sec): 3 clusters Score: Raw -1210433.321894 + Penalty 3011.714946 = -1207421.606948 nChanged 650 SP:Iteration 6F (1129.940247 sec): 3 clusters Score: Raw -1210892.574646 + Penalty 3011.714946 = -1207880.859700 nChanged 582 SP:Iteration 7F (1130.000936 sec): 3 clusters Score: Raw -1211283.691076 + Penalty 3011.714946 = -1208271.976130 nChanged 472 SP:Iteration 8Q (1130.073153 sec): 3 clusters Score: Raw -1211557.292238 + Penalty 3011.714946 = -1208545.577292 nChanged 388 SP:Iteration 9Q (1130.122568 sec): 3 clusters Score: Raw -1211761.045130 + Penalty 3011.714946 = -1208749.330183 nChanged 317 SP:Iteration 10Q (1130.185329 sec): 3 clusters Score: Raw -1211895.963126 + Penalty 3011.714946 = -1208884.248180 nChanged 245 SP:Iteration 11Q (1130.245264 sec): 3 clusters Score: Raw -1211992.543481 + Penalty 3011.714946 = -1208980.828535 nChanged 221 SP:Iteration 12Q (1130.290697 sec): 3 clusters Score: Raw -1212070.942563 + Penalty 3011.714946 = -1209059.227617 nChanged 188 SP:Iteration 13Q (1130.359006 sec): 3 clusters Score: Raw -1212123.756039 + Penalty 3011.714946 = -1209112.041093 nChanged 166 SP:Iteration 14Q (1130.408250 sec): 3 clusters Score: Raw -1212165.097172 + Penalty 3011.714946 = -1209153.382226 nChanged 128 SP:Iteration 15Q (1130.466945 sec): 3 clusters Score: Raw -1212197.469978 + Penalty 3011.714946 = -1209185.755032 nChanged 115 SP:Iteration 16Q (1130.535581 sec): 3 clusters Score: Raw -1212225.151543 + Penalty 3011.714946 = -1209213.436597 nChanged 111 SP:Iteration 17Q (1130.584041 sec): 3 clusters Score: Raw -1212252.471967 + Penalty 3011.714946 = -1209240.757021 nChanged 102 SP:Iteration 18Q (1130.652770 sec): 3 clusters Score: Raw -1212273.871158 + Penalty 3011.714946 = -1209262.156212 nChanged 78 SP:Iteration 19Q (1130.701056 sec): 3 clusters Score: Raw -1212287.288460 + Penalty 3011.714946 = -1209275.573514 nChanged 71 SP:Iteration 20F (1130.770638 sec): 3 clusters Score: Raw -1212299.504534 + Penalty 3011.714946 = -1209287.789588 nChanged 67 SP:Iteration 21Q (1130.819537 sec): 3 clusters Score: Raw -1212313.012054 + Penalty 3011.714946 = -1209301.297108 nChanged 71 SP:Iteration 22Q (1130.880295 sec): 3 clusters Score: Raw -1212325.545719 + Penalty 3011.714946 = -1209313.830773 nChanged 57 SP:Iteration 23Q (1130.930782 sec): 3 clusters Score: Raw -1212337.128641 + Penalty 3011.714946 = -1209325.413695 nChanged 55 SP:Iteration 24Q (1130.992973 sec): 3 clusters Score: Raw -1212352.174325 + Penalty 3011.714946 = -1209340.459379 nChanged 67 SP:Iteration 25Q (1131.049600 sec): 3 clusters Score: Raw -1212366.871466 + Penalty 3011.714946 = -1209355.156520 nChanged 76 SP:Iteration 26Q (1131.110781 sec): 3 clusters Score: Raw -1212385.161743 + Penalty 3011.714946 = -1209373.446797 nChanged 69 SP:Iteration 27Q (1131.175954 sec): 3 clusters Score: Raw -1212400.991809 + Penalty 3011.714946 = -1209389.276863 nChanged 58 SP:Iteration 28Q (1131.241386 sec): 3 clusters Score: Raw -1212411.529592 + Penalty 3011.714946 = -1209399.814646 nChanged 58 SP:Iteration 29Q (1131.297498 sec): 3 clusters Score: Raw -1212422.940352 + Penalty 3011.714946 = -1209411.225406 nChanged 45 SP:Iteration 30Q (1131.363066 sec): 3 clusters Score: Raw -1212432.460102 + Penalty 3011.714946 = -1209420.745155 nChanged 45 SP:Iteration 31Q (1131.429078 sec): 3 clusters Score: Raw -1212440.879450 + Penalty 3011.714946 = -1209429.164503 nChanged 33 SP:Iteration 32Q (1131.489910 sec): 3 clusters Score: Raw -1212446.276516 + Penalty 3011.714946 = -1209434.561570 nChanged 34 SP:Iteration 33Q (1131.544699 sec): 3 clusters Score: Raw -1212450.562306 + Penalty 3011.714946 = -1209438.847360 nChanged 31 SP:Iteration 34Q (1131.610610 sec): 3 clusters Score: Raw -1212454.954791 + Penalty 3011.714946 = -1209443.239845 nChanged 29 SP:Iteration 35Q (1131.676295 sec): 3 clusters Score: Raw -1212458.648665 + Penalty 3011.714946 = -1209446.933719 nChanged 27 SP:Iteration 36Q (1131.741429 sec): 3 clusters Score: Raw -1212461.612790 + Penalty 3011.714946 = -1209449.897844 nChanged 23 SP:Iteration 37Q (1131.800945 sec): 3 clusters Score: Raw -1212464.302380 + Penalty 3011.714946 = -1209452.587433 nChanged 16 SP:Iteration 38Q (1131.866248 sec): 3 clusters Score: Raw -1212466.943750 + Penalty 3011.714946 = -1209455.228803 nChanged 20 SP:Iteration 39Q (1131.931540 sec): 3 clusters Score: Raw -1212469.363068 + Penalty 3011.714946 = -1209457.648122 nChanged 14 SP:Iteration 40F (1131.986586 sec): 3 clusters Score: Raw -1212470.640286 + Penalty 3011.714946 = -1209458.925340 nChanged 10 SP:Iteration 41Q (1132.052043 sec): 3 clusters Score: Raw -1212471.478426 + Penalty 3011.714946 = -1209459.763479 nChanged 8 SP:Iteration 42Q (1132.114341 sec): 3 clusters Score: Raw -1212472.365451 + Penalty 3011.714946 = -1209460.650505 nChanged 8 SP:Iteration 43Q (1132.179258 sec): 3 clusters Score: Raw -1212473.816771 + Penalty 3011.714946 = -1209462.101825 nChanged 13 SP:Iteration 44Q (1132.236974 sec): 3 clusters Score: Raw -1212476.111319 + Penalty 3011.714946 = -1209464.396373 nChanged 16 SP:Iteration 45Q (1132.312769 sec): 3 clusters Score: Raw -1212478.178234 + Penalty 3011.714946 = -1209466.463288 nChanged 14 SP:Iteration 46Q (1132.366693 sec): 3 clusters Score: Raw -1212481.135333 + Penalty 3011.714946 = -1209469.420387 nChanged 16 SP:Iteration 47Q (1132.431713 sec): 3 clusters Score: Raw -1212483.372614 + Penalty 3011.714946 = -1209471.657668 nChanged 13 SP:Iteration 48Q (1132.495171 sec): 3 clusters Score: Raw -1212484.577058 + Penalty 3011.714946 = -1209472.862112 nChanged 12 SP:Iteration 49Q (1132.571724 sec): 3 clusters Score: Raw -1212486.334499 + Penalty 3011.714946 = -1209474.619553 nChanged 10 SP:Iteration 50Q (1132.621441 sec): 3 clusters Score: Raw -1212487.173134 + Penalty 3011.714946 = -1209475.458188 nChanged 3 SP:Iteration 51Q (1132.674806 sec): 3 clusters Score: Raw -1212487.373380 + Penalty 3011.714946 = -1209475.658433 nChanged 6 SP:Iteration 52Q (1132.740099 sec): 3 clusters Score: Raw -1212487.863974 + Penalty 3011.714946 = -1209476.149028 nChanged 2 SP:Iteration 53Q (1132.805831 sec): 3 clusters Score: Raw -1212487.973803 + Penalty 3011.714946 = -1209476.258857 nChanged 3 SP:Iteration 54Q (1132.870361 sec): 3 clusters Score: Raw -1212488.267744 + Penalty 3011.714946 = -1209476.552798 nChanged 5 SP:Iteration 55Q (1132.935643 sec): 3 clusters Score: Raw -1212488.648603 + Penalty 3011.714946 = -1209476.933657 nChanged 3 SP:Iteration 56Q (1133.001052 sec): 3 clusters Score: Raw -1212488.890975 + Penalty 3011.714946 = -1209477.176028 nChanged 2 SP:Iteration 57Q (1133.060585 sec): 3 clusters Score: Raw -1212489.027273 + Penalty 3011.714946 = -1209477.312327 nChanged 1 SP:Iteration 58Q (1133.121226 sec): 3 clusters Score: Raw -1212489.070780 + Penalty 3011.714946 = -1209477.355834 nChanged 1 SP:Iteration 59Q (1133.176598 sec): 3 clusters Score: Raw -1212489.184367 + Penalty 3011.714946 = -1209477.469420 nChanged 0 SP:Iteration 60F (1133.243900 sec): 3 clusters Score: Raw -1212489.184367 + Penalty 3011.714946 = -1209477.469420 nChanged 0 Trying to split cluster 21 (2226 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1133.270900 sec): 2 clusters Score: Raw -306164.222813 + Penalty 1252.543749 = -304911.679064 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1133.323903 sec): 3 clusters Score: Raw -305210.206490 + Penalty 2505.087498 = -302705.118992 nChanged 794 SP:Iteration 1F (1133.374608 sec): 3 clusters Score: Raw -305717.094077 + Penalty 2505.087498 = -303212.006579 nChanged 172 SP:Iteration 2F (1133.427254 sec): 3 clusters Score: Raw -305839.643825 + Penalty 2505.087498 = -303334.556327 nChanged 109 SP:Iteration 3Q (1133.478776 sec): 3 clusters Score: Raw -305912.162165 + Penalty 2505.087498 = -303407.074667 nChanged 73 SP:Iteration 4Q (1133.530284 sec): 3 clusters Score: Raw -305961.958859 + Penalty 2505.087498 = -303456.871361 nChanged 59 SP:Iteration 5Q (1133.582495 sec): 3 clusters Score: Raw -305990.764015 + Penalty 2505.087498 = -303485.676517 nChanged 43 SP:Iteration 6Q (1133.635939 sec): 3 clusters Score: Raw -306010.694469 + Penalty 2505.087498 = -303505.606971 nChanged 37 SP:Iteration 7Q (1133.687888 sec): 3 clusters Score: Raw -306027.261164 + Penalty 2505.087498 = -303522.173666 nChanged 33 SP:Iteration 8Q (1133.735425 sec): 3 clusters Score: Raw -306042.151899 + Penalty 2505.087498 = -303537.064402 nChanged 22 SP:Iteration 9Q (1133.786517 sec): 3 clusters Score: Raw -306053.379629 + Penalty 2505.087498 = -303548.292131 nChanged 24 SP:Iteration 10Q (1133.833099 sec): 3 clusters Score: Raw -306067.715430 + Penalty 2505.087498 = -303562.627933 nChanged 32 SP:Iteration 11Q (1133.886091 sec): 3 clusters Score: Raw -306087.150331 + Penalty 2505.087498 = -303582.062834 nChanged 38 SP:Iteration 12Q (1133.938187 sec): 3 clusters Score: Raw -306108.857529 + Penalty 2505.087498 = -303603.770031 nChanged 46 SP:Iteration 13Q (1133.989908 sec): 3 clusters Score: Raw -306134.702853 + Penalty 2505.087498 = -303629.615355 nChanged 42 SP:Iteration 14Q (1134.042176 sec): 3 clusters Score: Raw -306164.486422 + Penalty 2505.087498 = -303659.398925 nChanged 68 SP:Iteration 15Q (1134.094232 sec): 3 clusters Score: Raw -306214.446878 + Penalty 2505.087498 = -303709.359381 nChanged 76 SP:Iteration 16Q (1134.139660 sec): 3 clusters Score: Raw -306270.972171 + Penalty 2505.087498 = -303765.884674 nChanged 69 SP:Iteration 17Q (1134.191513 sec): 3 clusters Score: Raw -306329.813046 + Penalty 2505.087498 = -303824.725548 nChanged 58 SP:Iteration 18Q (1134.234315 sec): 3 clusters Score: Raw -306376.590409 + Penalty 2505.087498 = -303871.502912 nChanged 52 SP:Iteration 19Q (1134.286324 sec): 3 clusters Score: Raw -306417.558123 + Penalty 2505.087498 = -303912.470625 nChanged 46 SP:Iteration 20F (1134.333972 sec): 3 clusters Score: Raw -306458.003085 + Penalty 2505.087498 = -303952.915587 nChanged 43 SP:Iteration 21Q (1134.385906 sec): 3 clusters Score: Raw -306499.951015 + Penalty 2505.087498 = -303994.863517 nChanged 43 SP:Iteration 22Q (1134.446463 sec): 3 clusters Score: Raw -306546.765534 + Penalty 2505.087498 = -304041.678037 nChanged 46 SP:Iteration 23Q (1134.495774 sec): 3 clusters Score: Raw -306592.218938 + Penalty 2505.087498 = -304087.131440 nChanged 32 SP:Iteration 24Q (1134.531717 sec): 3 clusters Score: Raw -306620.956812 + Penalty 2505.087498 = -304115.869314 nChanged 31 SP:Iteration 25Q (1134.579092 sec): 3 clusters Score: Raw -306649.902032 + Penalty 2505.087498 = -304144.814534 nChanged 32 SP:Iteration 26Q (1134.624321 sec): 3 clusters Score: Raw -306685.717224 + Penalty 2505.087498 = -304180.629727 nChanged 28 SP:Iteration 27Q (1134.671421 sec): 3 clusters Score: Raw -306711.371642 + Penalty 2505.087498 = -304206.284144 nChanged 13 SP:Iteration 28Q (1134.717718 sec): 3 clusters Score: Raw -306722.806356 + Penalty 2505.087498 = -304217.718859 nChanged 16 SP:Iteration 29Q (1134.762653 sec): 3 clusters Score: Raw -306734.134741 + Penalty 2505.087498 = -304229.047243 nChanged 11 SP:Iteration 30Q (1134.807576 sec): 3 clusters Score: Raw -306740.574741 + Penalty 2505.087498 = -304235.487243 nChanged 9 SP:Iteration 31Q (1134.854343 sec): 3 clusters Score: Raw -306748.042936 + Penalty 2505.087498 = -304242.955438 nChanged 9 SP:Iteration 32Q (1134.898952 sec): 3 clusters Score: Raw -306753.396942 + Penalty 2505.087498 = -304248.309444 nChanged 4 SP:Iteration 33Q (1134.942738 sec): 3 clusters Score: Raw -306755.871237 + Penalty 2505.087498 = -304250.783739 nChanged 3 SP:Iteration 34Q (1134.987562 sec): 3 clusters Score: Raw -306757.649858 + Penalty 2505.087498 = -304252.562360 nChanged 4 SP:Iteration 35Q (1135.035342 sec): 3 clusters Score: Raw -306759.930467 + Penalty 2505.087498 = -304254.842969 nChanged 3 SP:Iteration 36Q (1135.085616 sec): 3 clusters Score: Raw -306761.898355 + Penalty 2505.087498 = -304256.810857 nChanged 2 SP:Iteration 37Q (1135.136922 sec): 3 clusters Score: Raw -306763.410266 + Penalty 2505.087498 = -304258.322768 nChanged 4 SP:Iteration 38Q (1135.188995 sec): 3 clusters Score: Raw -306765.425157 + Penalty 2505.087498 = -304260.337659 nChanged 0 SP:Iteration 39F (1135.241714 sec): 3 clusters Score: Raw -306765.425157 + Penalty 2505.087498 = -304260.337659 nChanged 0 Trying to split cluster 22 (14797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1135.276825 sec): 2 clusters Score: Raw -1974679.129720 + Penalty 1560.354207 = -1973118.775513 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1135.353354 sec): 3 clusters Score: Raw -1965976.853063 + Penalty 3120.708414 = -1962856.144648 nChanged 6602 SP:Iteration 1F (1135.428210 sec): 3 clusters Score: Raw -1969645.976092 + Penalty 3120.708414 = -1966525.267677 nChanged 957 SP:Iteration 2F (1135.501202 sec): 3 clusters Score: Raw -1970143.673858 + Penalty 3120.708414 = -1967022.965444 nChanged 998 SP:Iteration 3F (1135.576839 sec): 3 clusters Score: Raw -1970750.673427 + Penalty 3120.708414 = -1967629.965013 nChanged 1041 SP:Iteration 4F (1135.643134 sec): 3 clusters Score: Raw -1971551.863571 + Penalty 3120.708414 = -1968431.155157 nChanged 1177 SP:Iteration 5F (1135.716607 sec): 3 clusters Score: Raw -1972625.438281 + Penalty 3120.708414 = -1969504.729867 nChanged 1150 SP:Iteration 6F (1135.789283 sec): 3 clusters Score: Raw -1973761.239154 + Penalty 3120.708414 = -1970640.530740 nChanged 865 SP:Iteration 7F (1135.855187 sec): 3 clusters Score: Raw -1974613.861826 + Penalty 3120.708414 = -1971493.153411 nChanged 506 SP:Iteration 8Q (1135.924664 sec): 3 clusters Score: Raw -1975045.782194 + Penalty 3120.708414 = -1971925.073780 nChanged 303 SP:Iteration 9Q (1135.995834 sec): 3 clusters Score: Raw -1975278.928351 + Penalty 3120.708414 = -1972158.219937 nChanged 190 SP:Iteration 10Q (1136.062582 sec): 3 clusters Score: Raw -1975414.712013 + Penalty 3120.708414 = -1972294.003599 nChanged 123 SP:Iteration 11Q (1136.128984 sec): 3 clusters Score: Raw -1975494.057874 + Penalty 3120.708414 = -1972373.349460 nChanged 96 SP:Iteration 12Q (1136.195272 sec): 3 clusters Score: Raw -1975543.286006 + Penalty 3120.708414 = -1972422.577592 nChanged 80 SP:Iteration 13Q (1136.261290 sec): 3 clusters Score: Raw -1975584.762011 + Penalty 3120.708414 = -1972464.053597 nChanged 62 SP:Iteration 14Q (1136.327837 sec): 3 clusters Score: Raw -1975616.911377 + Penalty 3120.708414 = -1972496.202963 nChanged 53 SP:Iteration 15Q (1136.394475 sec): 3 clusters Score: Raw -1975640.303929 + Penalty 3120.708414 = -1972519.595514 nChanged 47 SP:Iteration 16Q (1136.460979 sec): 3 clusters Score: Raw -1975659.987818 + Penalty 3120.708414 = -1972539.279404 nChanged 32 SP:Iteration 17Q (1136.527741 sec): 3 clusters Score: Raw -1975673.421886 + Penalty 3120.708414 = -1972552.713471 nChanged 26 SP:Iteration 18Q (1136.594412 sec): 3 clusters Score: Raw -1975680.837413 + Penalty 3120.708414 = -1972560.128998 nChanged 15 SP:Iteration 19Q (1136.660835 sec): 3 clusters Score: Raw -1975685.040942 + Penalty 3120.708414 = -1972564.332528 nChanged 7 SP:Iteration 20F (1136.727391 sec): 3 clusters Score: Raw -1975686.664421 + Penalty 3120.708414 = -1972565.956007 nChanged 5 SP:Iteration 21Q (1136.794074 sec): 3 clusters Score: Raw -1975688.430814 + Penalty 3120.708414 = -1972567.722400 nChanged 6 SP:Iteration 22Q (1136.860309 sec): 3 clusters Score: Raw -1975690.261730 + Penalty 3120.708414 = -1972569.553316 nChanged 7 SP:Iteration 23Q (1136.902002 sec): 3 clusters Score: Raw -1975691.996934 + Penalty 3120.708414 = -1972571.288520 nChanged 9 SP:Iteration 24Q (1136.943636 sec): 3 clusters Score: Raw -1975694.058734 + Penalty 3120.708414 = -1972573.350320 nChanged 8 SP:Iteration 25Q (1136.975670 sec): 3 clusters Score: Raw -1975696.195542 + Penalty 3120.708414 = -1972575.487127 nChanged 4 SP:Iteration 26Q (1137.008027 sec): 3 clusters Score: Raw -1975696.843813 + Penalty 3120.708414 = -1972576.135398 nChanged 2 SP:Iteration 27Q (1137.041345 sec): 3 clusters Score: Raw -1975697.626527 + Penalty 3120.708414 = -1972576.918113 nChanged 2 SP:Iteration 28Q (1137.076177 sec): 3 clusters Score: Raw -1975697.968279 + Penalty 3120.708414 = -1972577.259865 nChanged 2 SP:Iteration 29Q (1137.109121 sec): 3 clusters Score: Raw -1975698.446773 + Penalty 3120.708414 = -1972577.738358 nChanged 4 SP:Iteration 30Q (1137.143086 sec): 3 clusters Score: Raw -1975698.807121 + Penalty 3120.708414 = -1972578.098707 nChanged 0 SP:Iteration 31F (1137.185622 sec): 3 clusters Score: Raw -1975698.807121 + Penalty 3120.708414 = -1972578.098707 nChanged 0 Trying to split cluster 23 (109884 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1137.340194 sec): 2 clusters Score: Raw -14864726.388030 + Penalty 1886.166838 = -14862840.221192 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1137.536065 sec): 3 clusters Score: Raw -14793199.697731 + Penalty 3772.333676 = -14789427.364054 nChanged 52419 SP:Iteration 1F (1137.725779 sec): 3 clusters Score: Raw -14824681.905811 + Penalty 3772.333676 = -14820909.572135 nChanged 4911 SP:Iteration 2Q (1137.930365 sec): 3 clusters Score: Raw -14826620.741139 + Penalty 3772.333676 = -14822848.407463 nChanged 5521 SP:Iteration 3F (1138.124421 sec): 3 clusters Score: Raw -14829451.378997 + Penalty 3772.333676 = -14825679.045320 nChanged 6505 SP:Iteration 4F (1138.320290 sec): 3 clusters Score: Raw -14833616.613343 + Penalty 3772.333676 = -14829844.279667 nChanged 7489 SP:Iteration 5F (1138.513656 sec): 3 clusters Score: Raw -14839082.713155 + Penalty 3772.333676 = -14835310.379478 nChanged 7745 SP:Iteration 6F (1138.716685 sec): 3 clusters Score: Raw -14845141.243318 + Penalty 3772.333676 = -14841368.909641 nChanged 7022 SP:Iteration 7F (1138.938591 sec): 3 clusters Score: Raw -14849942.230343 + Penalty 3772.333676 = -14846169.896667 nChanged 5084 SP:Iteration 8Q (1139.152476 sec): 3 clusters Score: Raw -14852401.471311 + Penalty 3772.333676 = -14848629.137635 nChanged 3186 SP:Iteration 9Q (1139.357080 sec): 3 clusters Score: Raw -14853501.693586 + Penalty 3772.333676 = -14849729.359909 nChanged 2105 SP:Iteration 10Q (1139.557224 sec): 3 clusters Score: Raw -14854147.369202 + Penalty 3772.333676 = -14850375.035525 nChanged 1681 SP:Iteration 11Q (1139.785699 sec): 3 clusters Score: Raw -14854684.679221 + Penalty 3772.333676 = -14850912.345544 nChanged 1582 SP:Iteration 12Q (1140.013081 sec): 3 clusters Score: Raw -14855166.271611 + Penalty 3772.333676 = -14851393.937934 nChanged 1467 SP:Iteration 13Q (1140.237494 sec): 3 clusters Score: Raw -14855584.864710 + Penalty 3772.333676 = -14851812.531033 nChanged 1429 SP:Iteration 14Q (1140.461593 sec): 3 clusters Score: Raw -14855970.431412 + Penalty 3772.333676 = -14852198.097735 nChanged 1356 SP:Iteration 15Q (1140.684737 sec): 3 clusters Score: Raw -14856311.616948 + Penalty 3772.333676 = -14852539.283272 nChanged 1254 SP:Iteration 16Q (1140.907372 sec): 3 clusters Score: Raw -14856607.622311 + Penalty 3772.333676 = -14852835.288634 nChanged 1181 SP:Iteration 17Q (1141.129205 sec): 3 clusters Score: Raw -14856889.045111 + Penalty 3772.333676 = -14853116.711434 nChanged 1172 SP:Iteration 18Q (1141.350689 sec): 3 clusters Score: Raw -14857161.793344 + Penalty 3772.333676 = -14853389.459667 nChanged 1115 SP:Iteration 19Q (1141.571324 sec): 3 clusters Score: Raw -14857422.139707 + Penalty 3772.333676 = -14853649.806031 nChanged 1140 SP:Iteration 20F (1141.796004 sec): 3 clusters Score: Raw -14857691.944470 + Penalty 3772.333676 = -14853919.610793 nChanged 1165 SP:Iteration 21Q (1142.012924 sec): 3 clusters Score: Raw -14857961.976812 + Penalty 3772.333676 = -14854189.643136 nChanged 1160 SP:Iteration 22Q (1142.223978 sec): 3 clusters Score: Raw -14858233.009326 + Penalty 3772.333676 = -14854460.675650 nChanged 1168 SP:Iteration 23Q (1142.443457 sec): 3 clusters Score: Raw -14858507.785037 + Penalty 3772.333676 = -14854735.451361 nChanged 1079 SP:Iteration 24Q (1142.654616 sec): 3 clusters Score: Raw -14858750.144054 + Penalty 3772.333676 = -14854977.810377 nChanged 1062 SP:Iteration 25Q (1142.856087 sec): 3 clusters Score: Raw -14859002.183047 + Penalty 3772.333676 = -14855229.849371 nChanged 1098 SP:Iteration 26Q (1143.035095 sec): 3 clusters Score: Raw -14859277.146606 + Penalty 3772.333676 = -14855504.812929 nChanged 1064 SP:Iteration 27Q (1143.224468 sec): 3 clusters Score: Raw -14859554.103442 + Penalty 3772.333676 = -14855781.769766 nChanged 1082 SP:Iteration 28Q (1143.415479 sec): 3 clusters Score: Raw -14859838.882102 + Penalty 3772.333676 = -14856066.548426 nChanged 1056 SP:Iteration 29Q (1143.595547 sec): 3 clusters Score: Raw -14860125.385135 + Penalty 3772.333676 = -14856353.051459 nChanged 1048 SP:Iteration 30Q (1143.771094 sec): 3 clusters Score: Raw -14860423.285399 + Penalty 3772.333676 = -14856650.951723 nChanged 993 SP:Iteration 31Q (1143.953274 sec): 3 clusters Score: Raw -14860701.848672 + Penalty 3772.333676 = -14856929.514996 nChanged 961 SP:Iteration 32Q (1144.139548 sec): 3 clusters Score: Raw -14860986.716342 + Penalty 3772.333676 = -14857214.382665 nChanged 972 SP:Iteration 33Q (1144.320002 sec): 3 clusters Score: Raw -14861289.960990 + Penalty 3772.333676 = -14857517.627313 nChanged 918 SP:Iteration 34Q (1144.507250 sec): 3 clusters Score: Raw -14861585.030667 + Penalty 3772.333676 = -14857812.696990 nChanged 904 SP:Iteration 35Q (1144.713935 sec): 3 clusters Score: Raw -14861893.203721 + Penalty 3772.333676 = -14858120.870044 nChanged 873 SP:Iteration 36Q (1144.916656 sec): 3 clusters Score: Raw -14862203.868387 + Penalty 3772.333676 = -14858431.534711 nChanged 791 SP:Iteration 37Q (1145.113197 sec): 3 clusters Score: Raw -14862492.361927 + Penalty 3772.333676 = -14858720.028251 nChanged 731 SP:Iteration 38Q (1145.309727 sec): 3 clusters Score: Raw -14862775.598049 + Penalty 3772.333676 = -14859003.264373 nChanged 742 SP:Iteration 39Q (1145.498835 sec): 3 clusters Score: Raw -14863069.655839 + Penalty 3772.333676 = -14859297.322162 nChanged 703 SP:Iteration 40F (1145.722679 sec): 3 clusters Score: Raw -14863341.936105 + Penalty 3772.333676 = -14859569.602429 nChanged 645 SP:Iteration 41Q (1145.922950 sec): 3 clusters Score: Raw -14863581.584104 + Penalty 3772.333676 = -14859809.250428 nChanged 555 SP:Iteration 42Q (1146.122027 sec): 3 clusters Score: Raw -14863796.762781 + Penalty 3772.333676 = -14860024.429105 nChanged 487 SP:Iteration 43Q (1146.320359 sec): 3 clusters Score: Raw -14863978.834660 + Penalty 3772.333676 = -14860206.500984 nChanged 448 SP:Iteration 44Q (1146.513136 sec): 3 clusters Score: Raw -14864143.376241 + Penalty 3772.333676 = -14860371.042565 nChanged 381 SP:Iteration 45Q (1146.702986 sec): 3 clusters Score: Raw -14864272.094001 + Penalty 3772.333676 = -14860499.760325 nChanged 341 SP:Iteration 46Q (1146.885606 sec): 3 clusters Score: Raw -14864381.491463 + Penalty 3772.333676 = -14860609.157786 nChanged 284 SP:Iteration 47Q (1147.069262 sec): 3 clusters Score: Raw -14864466.479635 + Penalty 3772.333676 = -14860694.145959 nChanged 253 SP:Iteration 48Q (1147.264097 sec): 3 clusters Score: Raw -14864541.609160 + Penalty 3772.333676 = -14860769.275484 nChanged 216 SP:Iteration 49Q (1147.456997 sec): 3 clusters Score: Raw -14864606.211321 + Penalty 3772.333676 = -14860833.877644 nChanged 205 SP:Iteration 50Q (1147.654384 sec): 3 clusters Score: Raw -14864663.858131 + Penalty 3772.333676 = -14860891.524454 nChanged 177 SP:Iteration 51Q (1147.842905 sec): 3 clusters Score: Raw -14864713.110230 + Penalty 3772.333676 = -14860940.776554 nChanged 148 SP:Iteration 52Q (1148.035370 sec): 3 clusters Score: Raw -14864753.722250 + Penalty 3772.333676 = -14860981.388573 nChanged 134 SP:Iteration 53Q (1148.226628 sec): 3 clusters Score: Raw -14864789.963553 + Penalty 3772.333676 = -14861017.629877 nChanged 117 SP:Iteration 54Q (1148.386242 sec): 3 clusters Score: Raw -14864820.627024 + Penalty 3772.333676 = -14861048.293347 nChanged 114 SP:Iteration 55Q (1148.548991 sec): 3 clusters Score: Raw -14864851.326866 + Penalty 3772.333676 = -14861078.993190 nChanged 108 SP:Iteration 56Q (1148.726090 sec): 3 clusters Score: Raw -14864877.793457 + Penalty 3772.333676 = -14861105.459780 nChanged 86 SP:Iteration 57Q (1148.887229 sec): 3 clusters Score: Raw -14864895.818395 + Penalty 3772.333676 = -14861123.484719 nChanged 75 SP:Iteration 58Q (1149.065516 sec): 3 clusters Score: Raw -14864912.304565 + Penalty 3772.333676 = -14861139.970888 nChanged 73 SP:Iteration 59Q (1149.244001 sec): 3 clusters Score: Raw -14864931.927136 + Penalty 3772.333676 = -14861159.593460 nChanged 77 SP:Iteration 60F (1149.452143 sec): 3 clusters Score: Raw -14864954.784395 + Penalty 3772.333676 = -14861182.450718 nChanged 86 SP:Iteration 61Q (1149.622325 sec): 3 clusters Score: Raw -14864979.806713 + Penalty 3772.333676 = -14861207.473036 nChanged 88 SP:Iteration 62Q (1149.792280 sec): 3 clusters Score: Raw -14865004.670074 + Penalty 3772.333676 = -14861232.336397 nChanged 73 SP:Iteration 63Q (1149.953128 sec): 3 clusters Score: Raw -14865022.518768 + Penalty 3772.333676 = -14861250.185091 nChanged 51 SP:Iteration 64Q (1150.110875 sec): 3 clusters Score: Raw -14865033.265952 + Penalty 3772.333676 = -14861260.932275 nChanged 48 SP:Iteration 65Q (1150.274940 sec): 3 clusters Score: Raw -14865042.463823 + Penalty 3772.333676 = -14861270.130146 nChanged 39 SP:Iteration 66Q (1150.466720 sec): 3 clusters Score: Raw -14865051.234293 + Penalty 3772.333676 = -14861278.900616 nChanged 33 SP:Iteration 67Q (1150.676653 sec): 3 clusters Score: Raw -14865057.525649 + Penalty 3772.333676 = -14861285.191972 nChanged 19 SP:Iteration 68Q (1150.885972 sec): 3 clusters Score: Raw -14865060.940858 + Penalty 3772.333676 = -14861288.607182 nChanged 17 SP:Iteration 69Q (1151.084380 sec): 3 clusters Score: Raw -14865064.589386 + Penalty 3772.333676 = -14861292.255710 nChanged 16 SP:Iteration 70Q (1151.292459 sec): 3 clusters Score: Raw -14865067.590805 + Penalty 3772.333676 = -14861295.257128 nChanged 13 SP:Iteration 71Q (1151.483261 sec): 3 clusters Score: Raw -14865070.743014 + Penalty 3772.333676 = -14861298.409337 nChanged 18 SP:Iteration 72Q (1151.672704 sec): 3 clusters Score: Raw -14865074.039513 + Penalty 3772.333676 = -14861301.705836 nChanged 16 SP:Iteration 73Q (1151.862900 sec): 3 clusters Score: Raw -14865078.407787 + Penalty 3772.333676 = -14861306.074110 nChanged 15 SP:Iteration 74Q (1152.052874 sec): 3 clusters Score: Raw -14865083.553834 + Penalty 3772.333676 = -14861311.220157 nChanged 19 SP:Iteration 75Q (1152.242780 sec): 3 clusters Score: Raw -14865088.783546 + Penalty 3772.333676 = -14861316.449870 nChanged 23 SP:Iteration 76Q (1152.431652 sec): 3 clusters Score: Raw -14865093.871440 + Penalty 3772.333676 = -14861321.537763 nChanged 19 SP:Iteration 77Q (1152.610450 sec): 3 clusters Score: Raw -14865098.675389 + Penalty 3772.333676 = -14861326.341713 nChanged 18 SP:Iteration 78Q (1152.789148 sec): 3 clusters Score: Raw -14865102.392279 + Penalty 3772.333676 = -14861330.058602 nChanged 24 SP:Iteration 79Q (1152.968374 sec): 3 clusters Score: Raw -14865107.004186 + Penalty 3772.333676 = -14861334.670509 nChanged 12 SP:Iteration 80F (1153.182880 sec): 3 clusters Score: Raw -14865109.610864 + Penalty 3772.333676 = -14861337.277187 nChanged 12 SP:Iteration 81Q (1153.350717 sec): 3 clusters Score: Raw -14865112.357819 + Penalty 3772.333676 = -14861340.024142 nChanged 11 SP:Iteration 82Q (1153.511302 sec): 3 clusters Score: Raw -14865114.867940 + Penalty 3772.333676 = -14861342.534264 nChanged 17 SP:Iteration 83Q (1153.665855 sec): 3 clusters Score: Raw -14865119.432787 + Penalty 3772.333676 = -14861347.099110 nChanged 13 SP:Iteration 84Q (1153.820562 sec): 3 clusters Score: Raw -14865122.638705 + Penalty 3772.333676 = -14861350.305028 nChanged 12 SP:Iteration 85Q (1153.980969 sec): 3 clusters Score: Raw -14865125.210307 + Penalty 3772.333676 = -14861352.876630 nChanged 8 SP:Iteration 86Q (1154.142224 sec): 3 clusters Score: Raw -14865127.281618 + Penalty 3772.333676 = -14861354.947942 nChanged 9 SP:Iteration 87Q (1154.300178 sec): 3 clusters Score: Raw -14865128.951357 + Penalty 3772.333676 = -14861356.617681 nChanged 8 SP:Iteration 88Q (1154.457804 sec): 3 clusters Score: Raw -14865130.589446 + Penalty 3772.333676 = -14861358.255770 nChanged 8 SP:Iteration 89Q (1154.615382 sec): 3 clusters Score: Raw -14865132.251799 + Penalty 3772.333676 = -14861359.918122 nChanged 10 SP:Iteration 90Q (1154.791274 sec): 3 clusters Score: Raw -14865133.880422 + Penalty 3772.333676 = -14861361.546745 nChanged 9 SP:Iteration 91Q (1154.957356 sec): 3 clusters Score: Raw -14865135.318686 + Penalty 3772.333676 = -14861362.985010 nChanged 9 SP:Iteration 92Q (1155.142556 sec): 3 clusters Score: Raw -14865137.842465 + Penalty 3772.333676 = -14861365.508789 nChanged 13 SP:Iteration 93Q (1155.308406 sec): 3 clusters Score: Raw -14865142.062604 + Penalty 3772.333676 = -14861369.728927 nChanged 16 SP:Iteration 94Q (1155.489781 sec): 3 clusters Score: Raw -14865146.599661 + Penalty 3772.333676 = -14861374.265984 nChanged 18 SP:Iteration 95Q (1155.669266 sec): 3 clusters Score: Raw -14865149.753000 + Penalty 3772.333676 = -14861377.419323 nChanged 11 SP:Iteration 96Q (1155.839884 sec): 3 clusters Score: Raw -14865151.500094 + Penalty 3772.333676 = -14861379.166417 nChanged 5 SP:Iteration 97Q (1156.030643 sec): 3 clusters Score: Raw -14865152.479690 + Penalty 3772.333676 = -14861380.146014 nChanged 4 SP:Iteration 98Q (1156.220894 sec): 3 clusters Score: Raw -14865154.524418 + Penalty 3772.333676 = -14861382.190742 nChanged 10 SP:Iteration 99Q (1156.412322 sec): 3 clusters Score: Raw -14865158.201571 + Penalty 3772.333676 = -14861385.867894 nChanged 10 SP:Iteration 100F (1156.637231 sec): 3 clusters Score: Raw -14865160.442168 + Penalty 3772.333676 = -14861388.108491 nChanged 9 SP:Iteration 101Q (1156.822110 sec): 3 clusters Score: Raw -14865162.573743 + Penalty 3772.333676 = -14861390.240067 nChanged 11 SP:Iteration 102Q (1157.010461 sec): 3 clusters Score: Raw -14865165.495615 + Penalty 3772.333676 = -14861393.161939 nChanged 9 SP:Iteration 103Q (1157.188554 sec): 3 clusters Score: Raw -14865168.331973 + Penalty 3772.333676 = -14861395.998296 nChanged 12 SP:Iteration 104Q (1157.370033 sec): 3 clusters Score: Raw -14865171.902009 + Penalty 3772.333676 = -14861399.568333 nChanged 13 SP:Iteration 105Q (1157.559679 sec): 3 clusters Score: Raw -14865174.583430 + Penalty 3772.333676 = -14861402.249753 nChanged 7 SP:Iteration 106Q (1157.742649 sec): 3 clusters Score: Raw -14865176.540813 + Penalty 3772.333676 = -14861404.207137 nChanged 6 SP:Iteration 107Q (1157.933632 sec): 3 clusters Score: Raw -14865177.401606 + Penalty 3772.333676 = -14861405.067930 nChanged 1 SP:Iteration 108Q (1158.113862 sec): 3 clusters Score: Raw -14865177.542619 + Penalty 3772.333676 = -14861405.208943 nChanged 1 SP:Iteration 109Q (1158.303931 sec): 3 clusters Score: Raw -14865177.727089 + Penalty 3772.333676 = -14861405.393413 nChanged 0 SP:Iteration 110F (1158.509655 sec): 3 clusters Score: Raw -14865177.727089 + Penalty 3772.333676 = -14861405.393413 nChanged 0 Trying to split cluster 24 (933 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1158.519267 sec): 2 clusters Score: Raw -115872.010073 + Penalty 1111.240845 = -114760.769227 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1158.529952 sec): 3 clusters Score: Raw -115766.422448 + Penalty 2222.481690 = -113543.940758 nChanged 308 SP:Iteration 1F (1158.535104 sec): 3 clusters Score: Raw -116299.162412 + Penalty 2222.481690 = -114076.680722 nChanged 99 SP:Iteration 2F (1158.540309 sec): 3 clusters Score: Raw -116525.418333 + Penalty 2222.481690 = -114302.936643 nChanged 63 SP:Iteration 3F (1158.545453 sec): 3 clusters Score: Raw -116721.839900 + Penalty 2222.481690 = -114499.358210 nChanged 36 SP:Iteration 4Q (1158.550474 sec): 3 clusters Score: Raw -116804.934703 + Penalty 2222.481690 = -114582.453013 nChanged 18 SP:Iteration 5Q (1158.555459 sec): 3 clusters Score: Raw -116848.817543 + Penalty 2222.481690 = -114626.335853 nChanged 11 SP:Iteration 6Q (1158.560424 sec): 3 clusters Score: Raw -116864.654976 + Penalty 2222.481690 = -114642.173285 nChanged 3 SP:Iteration 7Q (1158.565346 sec): 3 clusters Score: Raw -116869.523050 + Penalty 2222.481690 = -114647.041359 nChanged 5 SP:Iteration 8Q (1158.570307 sec): 3 clusters Score: Raw -116875.189635 + Penalty 2222.481690 = -114652.707944 nChanged 3 SP:Iteration 9Q (1158.575267 sec): 3 clusters Score: Raw -116877.129958 + Penalty 2222.481690 = -114654.648268 nChanged 1 SP:Iteration 10Q (1158.580215 sec): 3 clusters Score: Raw -116877.622086 + Penalty 2222.481690 = -114655.140395 nChanged 0 SP:Iteration 11F (1158.585322 sec): 3 clusters Score: Raw -116877.622086 + Penalty 2222.481690 = -114655.140395 nChanged 0 Trying to split cluster 25 (30744 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1158.635212 sec): 2 clusters Score: Raw -4043545.387047 + Penalty 1679.185646 = -4041866.201401 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1158.696960 sec): 3 clusters Score: Raw -4024593.820592 + Penalty 3358.371293 = -4021235.449299 nChanged 14154 SP:Iteration 1F (1158.755865 sec): 3 clusters Score: Raw -4032843.787502 + Penalty 3358.371293 = -4029485.416209 nChanged 1597 SP:Iteration 2F (1158.825136 sec): 3 clusters Score: Raw -4033641.763851 + Penalty 3358.371293 = -4030283.392558 nChanged 1732 SP:Iteration 3F (1158.888920 sec): 3 clusters Score: Raw -4034712.146970 + Penalty 3358.371293 = -4031353.775677 nChanged 1917 SP:Iteration 4F (1158.946668 sec): 3 clusters Score: Raw -4036115.946413 + Penalty 3358.371293 = -4032757.575120 nChanged 2162 SP:Iteration 5F (1159.012394 sec): 3 clusters Score: Raw -4037833.049191 + Penalty 3358.371293 = -4034474.677898 nChanged 2106 SP:Iteration 6F (1159.070159 sec): 3 clusters Score: Raw -4039416.719055 + Penalty 3358.371293 = -4036058.347763 nChanged 1772 SP:Iteration 7F (1159.144529 sec): 3 clusters Score: Raw -4040523.870284 + Penalty 3358.371293 = -4037165.498991 nChanged 1278 SP:Iteration 8Q (1159.202849 sec): 3 clusters Score: Raw -4041118.921757 + Penalty 3358.371293 = -4037760.550464 nChanged 898 SP:Iteration 9Q (1159.268720 sec): 3 clusters Score: Raw -4041449.159229 + Penalty 3358.371293 = -4038090.787936 nChanged 625 SP:Iteration 10Q (1159.325941 sec): 3 clusters Score: Raw -4041669.244406 + Penalty 3358.371293 = -4038310.873113 nChanged 520 SP:Iteration 11Q (1159.384044 sec): 3 clusters Score: Raw -4041859.986234 + Penalty 3358.371293 = -4038501.614942 nChanged 479 SP:Iteration 12Q (1159.441562 sec): 3 clusters Score: Raw -4042036.816176 + Penalty 3358.371293 = -4038678.444883 nChanged 498 SP:Iteration 13Q (1159.505052 sec): 3 clusters Score: Raw -4042242.743419 + Penalty 3358.371293 = -4038884.372126 nChanged 474 SP:Iteration 14Q (1159.562190 sec): 3 clusters Score: Raw -4042433.309046 + Penalty 3358.371293 = -4039074.937753 nChanged 460 SP:Iteration 15Q (1159.618586 sec): 3 clusters Score: Raw -4042622.611718 + Penalty 3358.371293 = -4039264.240425 nChanged 426 SP:Iteration 16Q (1159.674632 sec): 3 clusters Score: Raw -4042800.311247 + Penalty 3358.371293 = -4039441.939954 nChanged 431 SP:Iteration 17Q (1159.751573 sec): 3 clusters Score: Raw -4043040.220177 + Penalty 3358.371293 = -4039681.848884 nChanged 411 SP:Iteration 18Q (1159.807631 sec): 3 clusters Score: Raw -4043295.335880 + Penalty 3358.371293 = -4039936.964587 nChanged 392 SP:Iteration 19Q (1159.863107 sec): 3 clusters Score: Raw -4043553.338730 + Penalty 3358.371293 = -4040194.967437 nChanged 354 SP:Iteration 20F (1159.920944 sec): 3 clusters Score: Raw -4043729.763240 + Penalty 3358.371293 = -4040371.391947 nChanged 312 SP:Iteration 21Q (1159.975508 sec): 3 clusters Score: Raw -4043855.203863 + Penalty 3358.371293 = -4040496.832570 nChanged 253 SP:Iteration 22Q (1160.062897 sec): 3 clusters Score: Raw -4043935.410469 + Penalty 3358.371293 = -4040577.039177 nChanged 208 SP:Iteration 23Q (1160.126003 sec): 3 clusters Score: Raw -4043994.370309 + Penalty 3358.371293 = -4040635.999016 nChanged 188 SP:Iteration 24Q (1160.179531 sec): 3 clusters Score: Raw -4044039.917469 + Penalty 3358.371293 = -4040681.546176 nChanged 152 SP:Iteration 25Q (1160.232553 sec): 3 clusters Score: Raw -4044075.305879 + Penalty 3358.371293 = -4040716.934587 nChanged 127 SP:Iteration 26Q (1160.285109 sec): 3 clusters Score: Raw -4044101.615947 + Penalty 3358.371293 = -4040743.244654 nChanged 110 SP:Iteration 27Q (1160.337781 sec): 3 clusters Score: Raw -4044122.514689 + Penalty 3358.371293 = -4040764.143396 nChanged 105 SP:Iteration 28Q (1160.390408 sec): 3 clusters Score: Raw -4044140.434308 + Penalty 3358.371293 = -4040782.063015 nChanged 95 SP:Iteration 29Q (1160.480770 sec): 3 clusters Score: Raw -4044157.383514 + Penalty 3358.371293 = -4040799.012221 nChanged 94 SP:Iteration 30Q (1160.563983 sec): 3 clusters Score: Raw -4044173.770363 + Penalty 3358.371293 = -4040815.399070 nChanged 97 SP:Iteration 31Q (1160.652199 sec): 3 clusters Score: Raw -4044187.495538 + Penalty 3358.371293 = -4040829.124245 nChanged 76 SP:Iteration 32Q (1160.740007 sec): 3 clusters Score: Raw -4044196.876796 + Penalty 3358.371293 = -4040838.505503 nChanged 60 SP:Iteration 33Q (1160.826603 sec): 3 clusters Score: Raw -4044203.386211 + Penalty 3358.371293 = -4040845.014918 nChanged 48 SP:Iteration 34Q (1160.913273 sec): 3 clusters Score: Raw -4044209.002377 + Penalty 3358.371293 = -4040850.631084 nChanged 53 SP:Iteration 35Q (1161.000134 sec): 3 clusters Score: Raw -4044214.736147 + Penalty 3358.371293 = -4040856.364854 nChanged 51 SP:Iteration 36Q (1161.084493 sec): 3 clusters Score: Raw -4044220.253541 + Penalty 3358.371293 = -4040861.882248 nChanged 51 SP:Iteration 37Q (1161.166426 sec): 3 clusters Score: Raw -4044225.591925 + Penalty 3358.371293 = -4040867.220632 nChanged 54 SP:Iteration 38Q (1161.248538 sec): 3 clusters Score: Raw -4044232.745937 + Penalty 3358.371293 = -4040874.374644 nChanged 41 SP:Iteration 39Q (1161.327355 sec): 3 clusters Score: Raw -4044236.910841 + Penalty 3358.371293 = -4040878.539548 nChanged 38 SP:Iteration 40F (1161.412243 sec): 3 clusters Score: Raw -4044240.872166 + Penalty 3358.371293 = -4040882.500873 nChanged 45 SP:Iteration 41Q (1161.492141 sec): 3 clusters Score: Raw -4044245.762267 + Penalty 3358.371293 = -4040887.390974 nChanged 52 SP:Iteration 42Q (1161.572669 sec): 3 clusters Score: Raw -4044250.720322 + Penalty 3358.371293 = -4040892.349029 nChanged 42 SP:Iteration 43Q (1161.653214 sec): 3 clusters Score: Raw -4044255.449669 + Penalty 3358.371293 = -4040897.078376 nChanged 44 SP:Iteration 44Q (1161.736714 sec): 3 clusters Score: Raw -4044260.764624 + Penalty 3358.371293 = -4040902.393331 nChanged 34 SP:Iteration 45Q (1161.813102 sec): 3 clusters Score: Raw -4044263.663805 + Penalty 3358.371293 = -4040905.292512 nChanged 27 SP:Iteration 46Q (1161.889344 sec): 3 clusters Score: Raw -4044266.715474 + Penalty 3358.371293 = -4040908.344181 nChanged 28 SP:Iteration 47Q (1161.977583 sec): 3 clusters Score: Raw -4044269.090324 + Penalty 3358.371293 = -4040910.719031 nChanged 24 SP:Iteration 48Q (1162.058114 sec): 3 clusters Score: Raw -4044271.393214 + Penalty 3358.371293 = -4040913.021921 nChanged 23 SP:Iteration 49Q (1162.137290 sec): 3 clusters Score: Raw -4044273.451168 + Penalty 3358.371293 = -4040915.079875 nChanged 16 SP:Iteration 50Q (1162.213521 sec): 3 clusters Score: Raw -4044274.975641 + Penalty 3358.371293 = -4040916.604348 nChanged 19 SP:Iteration 51Q (1162.292381 sec): 3 clusters Score: Raw -4044276.884396 + Penalty 3358.371293 = -4040918.513103 nChanged 28 SP:Iteration 52Q (1162.369322 sec): 3 clusters Score: Raw -4044278.994480 + Penalty 3358.371293 = -4040920.623187 nChanged 20 SP:Iteration 53Q (1162.457607 sec): 3 clusters Score: Raw -4044280.572219 + Penalty 3358.371293 = -4040922.200926 nChanged 25 SP:Iteration 54Q (1162.540604 sec): 3 clusters Score: Raw -4044282.756304 + Penalty 3358.371293 = -4040924.385011 nChanged 24 SP:Iteration 55Q (1162.629770 sec): 3 clusters Score: Raw -4044284.452514 + Penalty 3358.371293 = -4040926.081221 nChanged 22 SP:Iteration 56Q (1162.711542 sec): 3 clusters Score: Raw -4044285.882298 + Penalty 3358.371293 = -4040927.511005 nChanged 17 SP:Iteration 57Q (1162.799823 sec): 3 clusters Score: Raw -4044287.357937 + Penalty 3358.371293 = -4040928.986644 nChanged 22 SP:Iteration 58Q (1162.887926 sec): 3 clusters Score: Raw -4044288.969889 + Penalty 3358.371293 = -4040930.598596 nChanged 18 SP:Iteration 59Q (1162.975900 sec): 3 clusters Score: Raw -4044290.569953 + Penalty 3358.371293 = -4040932.198660 nChanged 21 SP:Iteration 60F (1163.062024 sec): 3 clusters Score: Raw -4044292.492255 + Penalty 3358.371293 = -4040934.120962 nChanged 16 SP:Iteration 61Q (1163.150103 sec): 3 clusters Score: Raw -4044293.737610 + Penalty 3358.371293 = -4040935.366317 nChanged 17 SP:Iteration 62Q (1163.224848 sec): 3 clusters Score: Raw -4044295.365872 + Penalty 3358.371293 = -4040936.994579 nChanged 16 SP:Iteration 63Q (1163.312959 sec): 3 clusters Score: Raw -4044296.541913 + Penalty 3358.371293 = -4040938.170620 nChanged 13 SP:Iteration 64Q (1163.394585 sec): 3 clusters Score: Raw -4044297.411175 + Penalty 3358.371293 = -4040939.039882 nChanged 15 SP:Iteration 65Q (1163.482939 sec): 3 clusters Score: Raw -4044298.675763 + Penalty 3358.371293 = -4040940.304470 nChanged 23 SP:Iteration 66Q (1163.567285 sec): 3 clusters Score: Raw -4044300.959192 + Penalty 3358.371293 = -4040942.587899 nChanged 27 SP:Iteration 67Q (1163.655648 sec): 3 clusters Score: Raw -4044303.886763 + Penalty 3358.371293 = -4040945.515470 nChanged 29 SP:Iteration 68Q (1163.744033 sec): 3 clusters Score: Raw -4044306.732020 + Penalty 3358.371293 = -4040948.360727 nChanged 31 SP:Iteration 69Q (1163.826441 sec): 3 clusters Score: Raw -4044310.066041 + Penalty 3358.371293 = -4040951.694748 nChanged 32 SP:Iteration 70Q (1163.914338 sec): 3 clusters Score: Raw -4044314.051918 + Penalty 3358.371293 = -4040955.680625 nChanged 34 SP:Iteration 71Q (1163.996644 sec): 3 clusters Score: Raw -4044317.414388 + Penalty 3358.371293 = -4040959.043095 nChanged 34 SP:Iteration 72Q (1164.085103 sec): 3 clusters Score: Raw -4044321.253109 + Penalty 3358.371293 = -4040962.881816 nChanged 33 SP:Iteration 73Q (1164.165307 sec): 3 clusters Score: Raw -4044325.227691 + Penalty 3358.371293 = -4040966.856398 nChanged 28 SP:Iteration 74Q (1164.242359 sec): 3 clusters Score: Raw -4044328.136127 + Penalty 3358.371293 = -4040969.764834 nChanged 29 SP:Iteration 75Q (1164.329659 sec): 3 clusters Score: Raw -4044330.711142 + Penalty 3358.371293 = -4040972.339849 nChanged 21 SP:Iteration 76Q (1164.414685 sec): 3 clusters Score: Raw -4044332.245227 + Penalty 3358.371293 = -4040973.873934 nChanged 20 SP:Iteration 77Q (1164.493724 sec): 3 clusters Score: Raw -4044333.534839 + Penalty 3358.371293 = -4040975.163546 nChanged 19 SP:Iteration 78Q (1164.580865 sec): 3 clusters Score: Raw -4044334.552579 + Penalty 3358.371293 = -4040976.181286 nChanged 15 SP:Iteration 79Q (1164.668588 sec): 3 clusters Score: Raw -4044335.585992 + Penalty 3358.371293 = -4040977.214699 nChanged 17 SP:Iteration 80F (1164.763436 sec): 3 clusters Score: Raw -4044336.676302 + Penalty 3358.371293 = -4040978.305009 nChanged 9 SP:Iteration 81Q (1164.846739 sec): 3 clusters Score: Raw -4044337.094180 + Penalty 3358.371293 = -4040978.722887 nChanged 5 SP:Iteration 82Q (1164.934825 sec): 3 clusters Score: Raw -4044337.501705 + Penalty 3358.371293 = -4040979.130412 nChanged 8 SP:Iteration 83Q (1165.029704 sec): 3 clusters Score: Raw -4044337.996350 + Penalty 3358.371293 = -4040979.625057 nChanged 6 SP:Iteration 84Q (1165.117485 sec): 3 clusters Score: Raw -4044338.503859 + Penalty 3358.371293 = -4040980.132566 nChanged 7 SP:Iteration 85Q (1165.197152 sec): 3 clusters Score: Raw -4044339.090930 + Penalty 3358.371293 = -4040980.719637 nChanged 7 SP:Iteration 86Q (1165.270172 sec): 3 clusters Score: Raw -4044339.686530 + Penalty 3358.371293 = -4040981.315237 nChanged 6 SP:Iteration 87Q (1165.349979 sec): 3 clusters Score: Raw -4044339.967021 + Penalty 3358.371293 = -4040981.595728 nChanged 3 SP:Iteration 88Q (1165.437204 sec): 3 clusters Score: Raw -4044340.094613 + Penalty 3358.371293 = -4040981.723320 nChanged 3 SP:Iteration 89Q (1165.504953 sec): 3 clusters Score: Raw -4044340.207289 + Penalty 3358.371293 = -4040981.835996 nChanged 2 SP:Iteration 90Q (1165.556043 sec): 3 clusters Score: Raw -4044340.265969 + Penalty 3358.371293 = -4040981.894676 nChanged 1 SP:Iteration 91Q (1165.607667 sec): 3 clusters Score: Raw -4044340.374987 + Penalty 3358.371293 = -4040982.003694 nChanged 3 SP:Iteration 92Q (1165.660754 sec): 3 clusters Score: Raw -4044340.475599 + Penalty 3358.371293 = -4040982.104306 nChanged 0 SP:Iteration 93F (1165.718545 sec): 3 clusters Score: Raw -4044340.475599 + Penalty 3358.371293 = -4040982.104306 nChanged 0 Trying to split cluster 26 (3782 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1165.732675 sec): 2 clusters Score: Raw -511570.685554 + Penalty 1338.676340 = -510232.009213 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1165.751478 sec): 3 clusters Score: Raw -509662.525441 + Penalty 2677.352681 = -506985.172760 nChanged 1480 SP:Iteration 1F (1165.769125 sec): 3 clusters Score: Raw -510490.090939 + Penalty 2677.352681 = -507812.738258 nChanged 302 SP:Iteration 2F (1165.786926 sec): 3 clusters Score: Raw -510641.457580 + Penalty 2677.352681 = -507964.104899 nChanged 188 SP:Iteration 3Q (1165.804726 sec): 3 clusters Score: Raw -510739.752496 + Penalty 2677.352681 = -508062.399815 nChanged 143 SP:Iteration 4Q (1165.822352 sec): 3 clusters Score: Raw -510804.311500 + Penalty 2677.352681 = -508126.958819 nChanged 99 SP:Iteration 5Q (1165.841049 sec): 3 clusters Score: Raw -510847.185775 + Penalty 2677.352681 = -508169.833094 nChanged 73 SP:Iteration 6Q (1165.861996 sec): 3 clusters Score: Raw -510880.762565 + Penalty 2677.352681 = -508203.409884 nChanged 69 SP:Iteration 7Q (1165.879978 sec): 3 clusters Score: Raw -510917.450427 + Penalty 2677.352681 = -508240.097746 nChanged 75 SP:Iteration 8Q (1165.897899 sec): 3 clusters Score: Raw -510956.173032 + Penalty 2677.352681 = -508278.820351 nChanged 82 SP:Iteration 9Q (1165.916039 sec): 3 clusters Score: Raw -510999.828061 + Penalty 2677.352681 = -508322.475380 nChanged 65 SP:Iteration 10Q (1165.933761 sec): 3 clusters Score: Raw -511034.379838 + Penalty 2677.352681 = -508357.027157 nChanged 67 SP:Iteration 11Q (1165.951720 sec): 3 clusters Score: Raw -511069.728723 + Penalty 2677.352681 = -508392.376042 nChanged 69 SP:Iteration 12Q (1165.969632 sec): 3 clusters Score: Raw -511102.031705 + Penalty 2677.352681 = -508424.679024 nChanged 65 SP:Iteration 13Q (1165.987695 sec): 3 clusters Score: Raw -511124.239262 + Penalty 2677.352681 = -508446.886581 nChanged 44 SP:Iteration 14Q (1166.005486 sec): 3 clusters Score: Raw -511142.263636 + Penalty 2677.352681 = -508464.910955 nChanged 49 SP:Iteration 15Q (1166.023643 sec): 3 clusters Score: Raw -511161.611233 + Penalty 2677.352681 = -508484.258552 nChanged 39 SP:Iteration 16Q (1166.041254 sec): 3 clusters Score: Raw -511179.289155 + Penalty 2677.352681 = -508501.936474 nChanged 45 SP:Iteration 17Q (1166.059217 sec): 3 clusters Score: Raw -511196.450984 + Penalty 2677.352681 = -508519.098303 nChanged 35 SP:Iteration 18Q (1166.077145 sec): 3 clusters Score: Raw -511212.190895 + Penalty 2677.352681 = -508534.838214 nChanged 42 SP:Iteration 19Q (1166.095171 sec): 3 clusters Score: Raw -511230.290194 + Penalty 2677.352681 = -508552.937513 nChanged 35 SP:Iteration 20F (1166.113103 sec): 3 clusters Score: Raw -511240.353910 + Penalty 2677.352681 = -508563.001229 nChanged 27 SP:Iteration 21Q (1166.131128 sec): 3 clusters Score: Raw -511252.858866 + Penalty 2677.352681 = -508575.506185 nChanged 37 SP:Iteration 22Q (1166.148880 sec): 3 clusters Score: Raw -511266.993274 + Penalty 2677.352681 = -508589.640593 nChanged 29 SP:Iteration 23Q (1166.202094 sec): 3 clusters Score: Raw -511280.041522 + Penalty 2677.352681 = -508602.688841 nChanged 33 SP:Iteration 24Q (1166.243043 sec): 3 clusters Score: Raw -511299.923652 + Penalty 2677.352681 = -508622.570971 nChanged 53 SP:Iteration 25Q (1166.261181 sec): 3 clusters Score: Raw -511328.858158 + Penalty 2677.352681 = -508651.505477 nChanged 45 SP:Iteration 26Q (1166.279535 sec): 3 clusters Score: Raw -511356.191494 + Penalty 2677.352681 = -508678.838813 nChanged 51 SP:Iteration 27Q (1166.297831 sec): 3 clusters Score: Raw -511390.027420 + Penalty 2677.352681 = -508712.674739 nChanged 53 SP:Iteration 28Q (1166.316159 sec): 3 clusters Score: Raw -511423.320958 + Penalty 2677.352681 = -508745.968277 nChanged 53 SP:Iteration 29Q (1166.334280 sec): 3 clusters Score: Raw -511464.649362 + Penalty 2677.352681 = -508787.296681 nChanged 46 SP:Iteration 30Q (1166.357199 sec): 3 clusters Score: Raw -511497.011647 + Penalty 2677.352681 = -508819.658966 nChanged 42 SP:Iteration 31Q (1166.375025 sec): 3 clusters Score: Raw -511522.832293 + Penalty 2677.352681 = -508845.479612 nChanged 43 SP:Iteration 32Q (1166.393036 sec): 3 clusters Score: Raw -511551.128042 + Penalty 2677.352681 = -508873.775361 nChanged 39 SP:Iteration 33Q (1166.411131 sec): 3 clusters Score: Raw -511572.021222 + Penalty 2677.352681 = -508894.668541 nChanged 26 SP:Iteration 34Q (1166.429033 sec): 3 clusters Score: Raw -511586.109164 + Penalty 2677.352681 = -508908.756483 nChanged 25 SP:Iteration 35Q (1166.447193 sec): 3 clusters Score: Raw -511598.331530 + Penalty 2677.352681 = -508920.978849 nChanged 20 SP:Iteration 36Q (1166.465090 sec): 3 clusters Score: Raw -511608.377946 + Penalty 2677.352681 = -508931.025265 nChanged 17 SP:Iteration 37Q (1166.482898 sec): 3 clusters Score: Raw -511616.282615 + Penalty 2677.352681 = -508938.929934 nChanged 14 SP:Iteration 38Q (1166.500874 sec): 3 clusters Score: Raw -511622.716166 + Penalty 2677.352681 = -508945.363485 nChanged 13 SP:Iteration 39Q (1166.518835 sec): 3 clusters Score: Raw -511629.083697 + Penalty 2677.352681 = -508951.731016 nChanged 11 SP:Iteration 40F (1166.536894 sec): 3 clusters Score: Raw -511634.949692 + Penalty 2677.352681 = -508957.597011 nChanged 12 SP:Iteration 41Q (1166.554693 sec): 3 clusters Score: Raw -511640.802339 + Penalty 2677.352681 = -508963.449658 nChanged 9 SP:Iteration 42Q (1166.572635 sec): 3 clusters Score: Raw -511645.750056 + Penalty 2677.352681 = -508968.397375 nChanged 8 SP:Iteration 43Q (1166.590578 sec): 3 clusters Score: Raw -511649.048359 + Penalty 2677.352681 = -508971.695678 nChanged 9 SP:Iteration 44Q (1166.608376 sec): 3 clusters Score: Raw -511653.030610 + Penalty 2677.352681 = -508975.677929 nChanged 10 SP:Iteration 45Q (1166.626305 sec): 3 clusters Score: Raw -511657.083376 + Penalty 2677.352681 = -508979.730695 nChanged 7 SP:Iteration 46Q (1166.644203 sec): 3 clusters Score: Raw -511660.113778 + Penalty 2677.352681 = -508982.761097 nChanged 9 SP:Iteration 47Q (1166.662128 sec): 3 clusters Score: Raw -511665.950889 + Penalty 2677.352681 = -508988.598208 nChanged 9 SP:Iteration 48Q (1166.680018 sec): 3 clusters Score: Raw -511671.540294 + Penalty 2677.352681 = -508994.187613 nChanged 8 SP:Iteration 49Q (1166.697726 sec): 3 clusters Score: Raw -511676.023019 + Penalty 2677.352681 = -508998.670338 nChanged 8 SP:Iteration 50Q (1166.720414 sec): 3 clusters Score: Raw -511680.157138 + Penalty 2677.352681 = -509002.804457 nChanged 6 SP:Iteration 51Q (1166.740868 sec): 3 clusters Score: Raw -511682.508829 + Penalty 2677.352681 = -509005.156148 nChanged 4 SP:Iteration 52Q (1166.759103 sec): 3 clusters Score: Raw -511684.205507 + Penalty 2677.352681 = -509006.852826 nChanged 1 SP:Iteration 53Q (1166.777653 sec): 3 clusters Score: Raw -511684.466547 + Penalty 2677.352681 = -509007.113866 nChanged 0 SP:Iteration 54F (1166.795597 sec): 3 clusters Score: Raw -511684.466547 + Penalty 2677.352681 = -509007.113866 nChanged 0 Trying to split cluster 27 (2684 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1166.812124 sec): 2 clusters Score: Raw -321870.027500 + Penalty 1282.947818 = -320587.079681 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1166.825537 sec): 3 clusters Score: Raw -320659.399238 + Penalty 2565.895637 = -318093.503602 nChanged 989 SP:Iteration 1F (1166.843177 sec): 3 clusters Score: Raw -321293.347537 + Penalty 2565.895637 = -318727.451900 nChanged 206 SP:Iteration 2F (1166.856476 sec): 3 clusters Score: Raw -321436.901769 + Penalty 2565.895637 = -318871.006132 nChanged 157 SP:Iteration 3F (1166.869843 sec): 3 clusters Score: Raw -321548.487432 + Penalty 2565.895637 = -318982.591795 nChanged 116 SP:Iteration 4Q (1166.883089 sec): 3 clusters Score: Raw -321624.211175 + Penalty 2565.895637 = -319058.315538 nChanged 79 SP:Iteration 5Q (1166.896277 sec): 3 clusters Score: Raw -321673.221784 + Penalty 2565.895637 = -319107.326147 nChanged 69 SP:Iteration 6Q (1166.909559 sec): 3 clusters Score: Raw -321724.479902 + Penalty 2565.895637 = -319158.584265 nChanged 85 SP:Iteration 7Q (1166.922879 sec): 3 clusters Score: Raw -321797.761558 + Penalty 2565.895637 = -319231.865921 nChanged 100 SP:Iteration 8Q (1166.942389 sec): 3 clusters Score: Raw -321876.541199 + Penalty 2565.895637 = -319310.645562 nChanged 98 SP:Iteration 9Q (1166.961903 sec): 3 clusters Score: Raw -321955.025437 + Penalty 2565.895637 = -319389.129800 nChanged 100 SP:Iteration 10Q (1166.979040 sec): 3 clusters Score: Raw -322024.225006 + Penalty 2565.895637 = -319458.329369 nChanged 88 SP:Iteration 11Q (1166.996871 sec): 3 clusters Score: Raw -322104.093547 + Penalty 2565.895637 = -319538.197910 nChanged 83 SP:Iteration 12Q (1167.014135 sec): 3 clusters Score: Raw -322163.737347 + Penalty 2565.895637 = -319597.841710 nChanged 80 SP:Iteration 13Q (1167.031918 sec): 3 clusters Score: Raw -322220.824728 + Penalty 2565.895637 = -319654.929091 nChanged 64 SP:Iteration 14Q (1167.049780 sec): 3 clusters Score: Raw -322261.007045 + Penalty 2565.895637 = -319695.111408 nChanged 55 SP:Iteration 15Q (1167.067950 sec): 3 clusters Score: Raw -322296.655419 + Penalty 2565.895637 = -319730.759782 nChanged 44 SP:Iteration 16Q (1167.085826 sec): 3 clusters Score: Raw -322327.653935 + Penalty 2565.895637 = -319761.758298 nChanged 51 SP:Iteration 17Q (1167.104273 sec): 3 clusters Score: Raw -322362.178290 + Penalty 2565.895637 = -319796.282653 nChanged 38 SP:Iteration 18Q (1167.121632 sec): 3 clusters Score: Raw -322380.181475 + Penalty 2565.895637 = -319814.285838 nChanged 20 SP:Iteration 19Q (1167.139681 sec): 3 clusters Score: Raw -322389.209519 + Penalty 2565.895637 = -319823.313882 nChanged 17 SP:Iteration 20F (1167.158018 sec): 3 clusters Score: Raw -322396.751770 + Penalty 2565.895637 = -319830.856133 nChanged 20 SP:Iteration 21Q (1167.176163 sec): 3 clusters Score: Raw -322408.069950 + Penalty 2565.895637 = -319842.174313 nChanged 21 SP:Iteration 22Q (1167.200536 sec): 3 clusters Score: Raw -322418.184790 + Penalty 2565.895637 = -319852.289153 nChanged 13 SP:Iteration 23Q (1167.213725 sec): 3 clusters Score: Raw -322425.308030 + Penalty 2565.895637 = -319859.412394 nChanged 12 SP:Iteration 24Q (1167.226802 sec): 3 clusters Score: Raw -322428.937353 + Penalty 2565.895637 = -319863.041716 nChanged 4 SP:Iteration 25Q (1167.239843 sec): 3 clusters Score: Raw -322431.282645 + Penalty 2565.895637 = -319865.387008 nChanged 2 SP:Iteration 26Q (1167.256940 sec): 3 clusters Score: Raw -322433.430166 + Penalty 2565.895637 = -319867.534529 nChanged 4 SP:Iteration 27Q (1167.274624 sec): 3 clusters Score: Raw -322435.068647 + Penalty 2565.895637 = -319869.173010 nChanged 3 SP:Iteration 28Q (1167.292860 sec): 3 clusters Score: Raw -322435.539184 + Penalty 2565.895637 = -319869.643547 nChanged 2 SP:Iteration 29Q (1167.310389 sec): 3 clusters Score: Raw -322436.386308 + Penalty 2565.895637 = -319870.490672 nChanged 0 SP:Iteration 30F (1167.328675 sec): 3 clusters Score: Raw -322436.386308 + Penalty 2565.895637 = -319870.490672 nChanged 0 Trying to split cluster 28 (5538 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1167.348205 sec): 2 clusters Score: Raw -710814.426048 + Penalty 1400.650664 = -709413.775384 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1167.370936 sec): 3 clusters Score: Raw -707908.605574 + Penalty 2801.301329 = -705107.304245 nChanged 2256 SP:Iteration 1F (1167.399689 sec): 3 clusters Score: Raw -709120.120235 + Penalty 2801.301329 = -706318.818906 nChanged 358 SP:Iteration 2F (1167.421309 sec): 3 clusters Score: Raw -709285.816031 + Penalty 2801.301329 = -706484.514702 nChanged 286 SP:Iteration 3F (1167.447611 sec): 3 clusters Score: Raw -709421.089762 + Penalty 2801.301329 = -706619.788433 nChanged 252 SP:Iteration 4Q (1167.469267 sec): 3 clusters Score: Raw -709552.199913 + Penalty 2801.301329 = -706750.898584 nChanged 237 SP:Iteration 5Q (1167.495597 sec): 3 clusters Score: Raw -709670.837897 + Penalty 2801.301329 = -706869.536568 nChanged 229 SP:Iteration 6Q (1167.517263 sec): 3 clusters Score: Raw -709809.357059 + Penalty 2801.301329 = -707008.055730 nChanged 239 SP:Iteration 7Q (1167.543184 sec): 3 clusters Score: Raw -710006.339939 + Penalty 2801.301329 = -707205.038610 nChanged 281 SP:Iteration 8F (1167.565081 sec): 3 clusters Score: Raw -710256.227825 + Penalty 2801.301329 = -707454.926496 nChanged 273 SP:Iteration 9Q (1167.591152 sec): 3 clusters Score: Raw -710487.739759 + Penalty 2801.301329 = -707686.438430 nChanged 249 SP:Iteration 10Q (1167.612627 sec): 3 clusters Score: Raw -710703.648512 + Penalty 2801.301329 = -707902.347184 nChanged 266 SP:Iteration 11Q (1167.638067 sec): 3 clusters Score: Raw -710913.108072 + Penalty 2801.301329 = -708111.806743 nChanged 251 SP:Iteration 12Q (1167.692809 sec): 3 clusters Score: Raw -711080.561762 + Penalty 2801.301329 = -708279.260434 nChanged 187 SP:Iteration 13Q (1167.745746 sec): 3 clusters Score: Raw -711178.653941 + Penalty 2801.301329 = -708377.352612 nChanged 144 SP:Iteration 14Q (1167.802569 sec): 3 clusters Score: Raw -711247.996849 + Penalty 2801.301329 = -708446.695520 nChanged 115 SP:Iteration 15Q (1167.845636 sec): 3 clusters Score: Raw -711300.125745 + Penalty 2801.301329 = -708498.824416 nChanged 89 SP:Iteration 16Q (1167.873249 sec): 3 clusters Score: Raw -711333.577192 + Penalty 2801.301329 = -708532.275863 nChanged 67 SP:Iteration 17Q (1167.894528 sec): 3 clusters Score: Raw -711354.063278 + Penalty 2801.301329 = -708552.761949 nChanged 46 SP:Iteration 18Q (1167.915655 sec): 3 clusters Score: Raw -711367.374731 + Penalty 2801.301329 = -708566.073402 nChanged 31 SP:Iteration 19Q (1167.936922 sec): 3 clusters Score: Raw -711377.011644 + Penalty 2801.301329 = -708575.710316 nChanged 29 SP:Iteration 20F (1167.958583 sec): 3 clusters Score: Raw -711383.761564 + Penalty 2801.301329 = -708582.460236 nChanged 20 SP:Iteration 21Q (1167.986646 sec): 3 clusters Score: Raw -711387.360325 + Penalty 2801.301329 = -708586.058997 nChanged 14 SP:Iteration 22Q (1168.007855 sec): 3 clusters Score: Raw -711389.849292 + Penalty 2801.301329 = -708588.547963 nChanged 12 SP:Iteration 23Q (1168.035028 sec): 3 clusters Score: Raw -711392.139543 + Penalty 2801.301329 = -708590.838214 nChanged 9 SP:Iteration 24Q (1168.056181 sec): 3 clusters Score: Raw -711393.318979 + Penalty 2801.301329 = -708592.017650 nChanged 8 SP:Iteration 25Q (1168.077289 sec): 3 clusters Score: Raw -711394.321621 + Penalty 2801.301329 = -708593.020292 nChanged 7 SP:Iteration 26Q (1168.098989 sec): 3 clusters Score: Raw -711395.896112 + Penalty 2801.301329 = -708594.594783 nChanged 11 SP:Iteration 27Q (1168.141272 sec): 3 clusters Score: Raw -711398.176671 + Penalty 2801.301329 = -708596.875342 nChanged 6 SP:Iteration 28Q (1168.162494 sec): 3 clusters Score: Raw -711398.827875 + Penalty 2801.301329 = -708597.526546 nChanged 5 SP:Iteration 29Q (1168.189405 sec): 3 clusters Score: Raw -711399.352798 + Penalty 2801.301329 = -708598.051469 nChanged 2 SP:Iteration 30Q (1168.210574 sec): 3 clusters Score: Raw -711399.545361 + Penalty 2801.301329 = -708598.244032 nChanged 2 SP:Iteration 31Q (1168.237912 sec): 3 clusters Score: Raw -711399.769608 + Penalty 2801.301329 = -708598.468280 nChanged 2 SP:Iteration 32Q (1168.259221 sec): 3 clusters Score: Raw -711399.966240 + Penalty 2801.301329 = -708598.664911 nChanged 0 SP:Iteration 33F (1168.285489 sec): 3 clusters Score: Raw -711399.966240 + Penalty 2801.301329 = -708598.664911 nChanged 0 Iteration 99Q (1174.801996 sec): 29 clusters Score: Raw -99931869.331413 + Penalty 61680.572218 = -99870188.759195 nChanged 690 Iteration 100F (1187.847236 sec): 29 clusters Score: Raw -99931899.943617 + Penalty 61680.572218 = -99870219.371399 nChanged 659 Iteration 101Q (1194.347171 sec): 29 clusters Score: Raw -99931928.606708 + Penalty 61680.572218 = -99870248.034489 nChanged 644 Iteration 102Q (1200.681057 sec): 29 clusters Score: Raw -99931956.105812 + Penalty 61680.572218 = -99870275.533593 nChanged 603 Iteration 103Q (1207.229579 sec): 29 clusters Score: Raw -99931983.350201 + Penalty 61680.572218 = -99870302.777983 nChanged 618 Iteration 104Q (1213.771927 sec): 29 clusters Score: Raw -99932011.302550 + Penalty 61680.572218 = -99870330.730332 nChanged 595 Iteration 105Q (1220.183541 sec): 29 clusters Score: Raw -99932037.896485 + Penalty 61680.572218 = -99870357.324266 nChanged 599 Iteration 106Q (1226.625479 sec): 29 clusters Score: Raw -99932065.030061 + Penalty 61680.572218 = -99870384.457843 nChanged 580 Iteration 107Q (1233.158532 sec): 29 clusters Score: Raw -99932089.392255 + Penalty 61680.572218 = -99870408.820036 nChanged 560 Iteration 108Q (1239.560963 sec): 29 clusters Score: Raw -99932111.202422 + Penalty 61680.572218 = -99870430.630203 nChanged 547 Iteration 109Q (1246.196166 sec): 29 clusters Score: Raw -99932133.035232 + Penalty 61680.572218 = -99870452.463013 nChanged 510 Iteration 110Q (1252.604110 sec): 29 clusters Score: Raw -99932154.938890 + Penalty 61680.572218 = -99870474.366671 nChanged 485 Iteration 111Q (1259.082594 sec): 29 clusters Score: Raw -99932174.731525 + Penalty 61680.572218 = -99870494.159306 nChanged 497 Iteration 112Q (1265.617911 sec): 29 clusters Score: Raw -99932195.909009 + Penalty 61680.572218 = -99870515.336790 nChanged 487 Iteration 113Q (1272.128488 sec): 29 clusters Score: Raw -99932216.375570 + Penalty 61680.572218 = -99870535.803351 nChanged 467 Iteration 114Q (1278.513778 sec): 29 clusters Score: Raw -99932236.245180 + Penalty 61680.572218 = -99870555.672961 nChanged 469 Iteration 115Q (1284.790306 sec): 29 clusters Score: Raw -99932257.076376 + Penalty 61680.572218 = -99870576.504158 nChanged 445 Iteration 116Q (1291.316593 sec): 29 clusters Score: Raw -99932276.217981 + Penalty 61680.572218 = -99870595.645762 nChanged 448 Iteration 117Q (1297.688142 sec): 29 clusters Score: Raw -99932296.256445 + Penalty 61680.572218 = -99870615.684226 nChanged 485 Iteration 118Q (1304.174840 sec): 29 clusters Score: Raw -99932318.866456 + Penalty 61680.572218 = -99870638.294238 nChanged 516 Iteration 119Q (1310.711785 sec): 29 clusters Score: Raw -99932342.815260 + Penalty 61680.572218 = -99870662.243042 nChanged 471 Iteration 120F (1323.796512 sec): 29 clusters Score: Raw -99932365.884863 + Penalty 61680.572218 = -99870685.312645 nChanged 497 Iteration 121Q (1330.144416 sec): 29 clusters Score: Raw -99932388.667851 + Penalty 61680.572218 = -99870708.095633 nChanged 470 Iteration 122Q (1336.783600 sec): 29 clusters Score: Raw -99932411.003515 + Penalty 61680.572218 = -99870730.431297 nChanged 488 Iteration 123Q (1343.312057 sec): 29 clusters Score: Raw -99932433.317755 + Penalty 61680.572218 = -99870752.745536 nChanged 415 Iteration 124Q (1349.794872 sec): 29 clusters Score: Raw -99932450.186766 + Penalty 61680.572218 = -99870769.614547 nChanged 410 Iteration 125Q (1356.166661 sec): 29 clusters Score: Raw -99932466.638650 + Penalty 61680.572218 = -99870786.066431 nChanged 425 Iteration 126Q (1362.691865 sec): 29 clusters Score: Raw -99932482.645592 + Penalty 61680.572218 = -99870802.073374 nChanged 419 Iteration 127Q (1369.073005 sec): 29 clusters Score: Raw -99932497.195813 + Penalty 61680.572218 = -99870816.623594 nChanged 400 Iteration 128Q (1375.445489 sec): 29 clusters Score: Raw -99932513.935750 + Penalty 61680.572218 = -99870833.363532 nChanged 433 Iteration 129Q (1381.848487 sec): 29 clusters Score: Raw -99932532.110067 + Penalty 61680.572218 = -99870851.537849 nChanged 412 Iteration 130Q (1388.306087 sec): 29 clusters Score: Raw -99932549.710399 + Penalty 61680.572218 = -99870869.138181 nChanged 430 Iteration 131Q (1394.526416 sec): 29 clusters Score: Raw -99932567.303541 + Penalty 61680.572218 = -99870886.731322 nChanged 428 Iteration 132Q (1400.882799 sec): 29 clusters Score: Raw -99932585.868696 + Penalty 61680.572218 = -99870905.296477 nChanged 453 Iteration 133Q (1407.163840 sec): 29 clusters Score: Raw -99932605.278815 + Penalty 61680.572218 = -99870924.706597 nChanged 475 Iteration 134Q (1413.724810 sec): 29 clusters Score: Raw -99932625.037959 + Penalty 61680.572218 = -99870944.465741 nChanged 463 Iteration 135Q (1420.031994 sec): 29 clusters Score: Raw -99932645.264643 + Penalty 61680.572218 = -99870964.692425 nChanged 476 Iteration 136Q (1426.552339 sec): 29 clusters Score: Raw -99932665.396639 + Penalty 61680.572218 = -99870984.824421 nChanged 467 Iteration 137Q (1432.907606 sec): 29 clusters Score: Raw -99932685.916328 + Penalty 61680.572218 = -99871005.344110 nChanged 458 Iteration 138Q (1439.236697 sec): 29 clusters Score: Raw -99932705.372478 + Penalty 61680.572218 = -99871024.800259 nChanged 446 Writing temp clu file Because OldScore, -99871005.344110, is greater than current (better) Score,-99871024.800259 Compute initial score before splitting: Score: Raw -99932705.372478 + Penalty 61680.572218 = -99871024.800259 Trying to split cluster 1 (8090 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1439.420341 sec): 2 clusters Score: Raw -1054436.982064 + Penalty 1462.237402 = -1052974.744663 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1439.458821 sec): 3 clusters Score: Raw -1049905.664585 + Penalty 2924.474803 = -1046981.189782 nChanged 3429 SP:Iteration 1F (1439.532514 sec): 3 clusters Score: Raw -1051794.289686 + Penalty 2924.474803 = -1048869.814883 nChanged 537 SP:Iteration 2F (1439.571084 sec): 3 clusters Score: Raw -1052028.382453 + Penalty 2924.474803 = -1049103.907649 nChanged 426 SP:Iteration 3F (1439.632357 sec): 3 clusters Score: Raw -1052206.247454 + Penalty 2924.474803 = -1049281.772650 nChanged 338 SP:Iteration 4Q (1439.675914 sec): 3 clusters Score: Raw -1052354.228571 + Penalty 2924.474803 = -1049429.753767 nChanged 333 SP:Iteration 5Q (1439.726318 sec): 3 clusters Score: Raw -1052499.062472 + Penalty 2924.474803 = -1049574.587669 nChanged 304 SP:Iteration 6Q (1439.784081 sec): 3 clusters Score: Raw -1052644.415055 + Penalty 2924.474803 = -1049719.940251 nChanged 328 SP:Iteration 7Q (1439.833491 sec): 3 clusters Score: Raw -1052804.816677 + Penalty 2924.474803 = -1049880.341874 nChanged 335 SP:Iteration 8Q (1439.883116 sec): 3 clusters Score: Raw -1052965.882736 + Penalty 2924.474803 = -1050041.407933 nChanged 305 SP:Iteration 9Q (1439.932535 sec): 3 clusters Score: Raw -1053134.194313 + Penalty 2924.474803 = -1050209.719510 nChanged 316 SP:Iteration 10Q (1439.994298 sec): 3 clusters Score: Raw -1053327.975104 + Penalty 2924.474803 = -1050403.500300 nChanged 285 SP:Iteration 11Q (1440.055220 sec): 3 clusters Score: Raw -1053498.235934 + Penalty 2924.474803 = -1050573.761131 nChanged 259 SP:Iteration 12Q (1440.109293 sec): 3 clusters Score: Raw -1053643.322614 + Penalty 2924.474803 = -1050718.847811 nChanged 242 SP:Iteration 13Q (1440.159112 sec): 3 clusters Score: Raw -1053786.871261 + Penalty 2924.474803 = -1050862.396458 nChanged 196 SP:Iteration 14Q (1440.220940 sec): 3 clusters Score: Raw -1053901.544280 + Penalty 2924.474803 = -1050977.069477 nChanged 176 SP:Iteration 15Q (1440.281530 sec): 3 clusters Score: Raw -1054012.548502 + Penalty 2924.474803 = -1051088.073699 nChanged 188 SP:Iteration 16Q (1440.333973 sec): 3 clusters Score: Raw -1054118.744525 + Penalty 2924.474803 = -1051194.269722 nChanged 143 SP:Iteration 17Q (1440.408007 sec): 3 clusters Score: Raw -1054190.213036 + Penalty 2924.474803 = -1051265.738232 nChanged 124 SP:Iteration 18Q (1440.448575 sec): 3 clusters Score: Raw -1054254.398123 + Penalty 2924.474803 = -1051329.923320 nChanged 117 SP:Iteration 19Q (1440.509603 sec): 3 clusters Score: Raw -1054306.490370 + Penalty 2924.474803 = -1051382.015567 nChanged 106 SP:Iteration 20F (1440.572457 sec): 3 clusters Score: Raw -1054363.414491 + Penalty 2924.474803 = -1051438.939688 nChanged 88 SP:Iteration 21Q (1440.631392 sec): 3 clusters Score: Raw -1054408.280913 + Penalty 2924.474803 = -1051483.806110 nChanged 76 SP:Iteration 22Q (1440.690309 sec): 3 clusters Score: Raw -1054442.487542 + Penalty 2924.474803 = -1051518.012739 nChanged 66 SP:Iteration 23Q (1440.762223 sec): 3 clusters Score: Raw -1054474.897274 + Penalty 2924.474803 = -1051550.422470 nChanged 58 SP:Iteration 24Q (1440.810563 sec): 3 clusters Score: Raw -1054500.745944 + Penalty 2924.474803 = -1051576.271141 nChanged 57 SP:Iteration 25Q (1440.870721 sec): 3 clusters Score: Raw -1054524.906484 + Penalty 2924.474803 = -1051600.431681 nChanged 57 SP:Iteration 26Q (1440.929337 sec): 3 clusters Score: Raw -1054546.528024 + Penalty 2924.474803 = -1051622.053221 nChanged 49 SP:Iteration 27Q (1440.979283 sec): 3 clusters Score: Raw -1054566.506768 + Penalty 2924.474803 = -1051642.031965 nChanged 47 SP:Iteration 28Q (1441.033837 sec): 3 clusters Score: Raw -1054587.309775 + Penalty 2924.474803 = -1051662.834972 nChanged 42 SP:Iteration 29Q (1441.065980 sec): 3 clusters Score: Raw -1054603.155980 + Penalty 2924.474803 = -1051678.681177 nChanged 39 SP:Iteration 30Q (1441.125895 sec): 3 clusters Score: Raw -1054617.096837 + Penalty 2924.474803 = -1051692.622034 nChanged 25 SP:Iteration 31Q (1441.185959 sec): 3 clusters Score: Raw -1054627.090949 + Penalty 2924.474803 = -1051702.616146 nChanged 26 SP:Iteration 32Q (1441.240014 sec): 3 clusters Score: Raw -1054636.954620 + Penalty 2924.474803 = -1051712.479817 nChanged 24 SP:Iteration 33Q (1441.289441 sec): 3 clusters Score: Raw -1054642.372583 + Penalty 2924.474803 = -1051717.897780 nChanged 14 SP:Iteration 34Q (1441.331484 sec): 3 clusters Score: Raw -1054646.230612 + Penalty 2924.474803 = -1051721.755809 nChanged 15 SP:Iteration 35Q (1441.381942 sec): 3 clusters Score: Raw -1054650.944823 + Penalty 2924.474803 = -1051726.470020 nChanged 9 SP:Iteration 36Q (1441.434579 sec): 3 clusters Score: Raw -1054653.653806 + Penalty 2924.474803 = -1051729.179003 nChanged 8 SP:Iteration 37Q (1441.496960 sec): 3 clusters Score: Raw -1054656.084822 + Penalty 2924.474803 = -1051731.610019 nChanged 10 SP:Iteration 38Q (1441.547902 sec): 3 clusters Score: Raw -1054658.943319 + Penalty 2924.474803 = -1051734.468516 nChanged 8 SP:Iteration 39Q (1441.591591 sec): 3 clusters Score: Raw -1054661.033822 + Penalty 2924.474803 = -1051736.559018 nChanged 8 SP:Iteration 40F (1441.648949 sec): 3 clusters Score: Raw -1054663.243271 + Penalty 2924.474803 = -1051738.768468 nChanged 10 SP:Iteration 41Q (1441.712423 sec): 3 clusters Score: Raw -1054665.194962 + Penalty 2924.474803 = -1051740.720158 nChanged 3 SP:Iteration 42Q (1441.766082 sec): 3 clusters Score: Raw -1054665.855847 + Penalty 2924.474803 = -1051741.381044 nChanged 7 SP:Iteration 43Q (1441.809707 sec): 3 clusters Score: Raw -1054667.458393 + Penalty 2924.474803 = -1051742.983590 nChanged 7 SP:Iteration 44Q (1441.863406 sec): 3 clusters Score: Raw -1054668.730903 + Penalty 2924.474803 = -1051744.256099 nChanged 5 SP:Iteration 45Q (1441.916786 sec): 3 clusters Score: Raw -1054669.643924 + Penalty 2924.474803 = -1051745.169121 nChanged 2 SP:Iteration 46Q (1441.965627 sec): 3 clusters Score: Raw -1054670.243227 + Penalty 2924.474803 = -1051745.768424 nChanged 2 SP:Iteration 47Q (1442.017244 sec): 3 clusters Score: Raw -1054670.903088 + Penalty 2924.474803 = -1051746.428285 nChanged 3 SP:Iteration 48Q (1442.077706 sec): 3 clusters Score: Raw -1054671.589066 + Penalty 2924.474803 = -1051747.114263 nChanged 2 SP:Iteration 49Q (1442.121335 sec): 3 clusters Score: Raw -1054671.998036 + Penalty 2924.474803 = -1051747.523232 nChanged 3 SP:Iteration 50Q (1442.176028 sec): 3 clusters Score: Raw -1054672.652269 + Penalty 2924.474803 = -1051748.177466 nChanged 4 SP:Iteration 51Q (1442.228880 sec): 3 clusters Score: Raw -1054673.449445 + Penalty 2924.474803 = -1051748.974642 nChanged 4 SP:Iteration 52Q (1442.287832 sec): 3 clusters Score: Raw -1054674.517780 + Penalty 2924.474803 = -1051750.042977 nChanged 4 SP:Iteration 53Q (1442.348548 sec): 3 clusters Score: Raw -1054675.513219 + Penalty 2924.474803 = -1051751.038416 nChanged 3 SP:Iteration 54Q (1442.409011 sec): 3 clusters Score: Raw -1054676.530597 + Penalty 2924.474803 = -1051752.055794 nChanged 4 SP:Iteration 55Q (1442.470110 sec): 3 clusters Score: Raw -1054677.149884 + Penalty 2924.474803 = -1051752.675080 nChanged 2 SP:Iteration 56Q (1442.524173 sec): 3 clusters Score: Raw -1054677.485874 + Penalty 2924.474803 = -1051753.011070 nChanged 3 SP:Iteration 57Q (1442.584045 sec): 3 clusters Score: Raw -1054677.961948 + Penalty 2924.474803 = -1051753.487145 nChanged 3 SP:Iteration 58Q (1442.644830 sec): 3 clusters Score: Raw -1054678.591541 + Penalty 2924.474803 = -1051754.116737 nChanged 3 SP:Iteration 59Q (1442.693199 sec): 3 clusters Score: Raw -1054679.144130 + Penalty 2924.474803 = -1051754.669327 nChanged 4 SP:Iteration 60F (1442.754589 sec): 3 clusters Score: Raw -1054679.998667 + Penalty 2924.474803 = -1051755.523863 nChanged 2 SP:Iteration 61Q (1442.807720 sec): 3 clusters Score: Raw -1054680.855303 + Penalty 2924.474803 = -1051756.380500 nChanged 5 SP:Iteration 62Q (1442.869514 sec): 3 clusters Score: Raw -1054682.609702 + Penalty 2924.474803 = -1051758.134898 nChanged 6 SP:Iteration 63Q (1442.922481 sec): 3 clusters Score: Raw -1054684.316561 + Penalty 2924.474803 = -1051759.841758 nChanged 8 SP:Iteration 64Q (1442.963818 sec): 3 clusters Score: Raw -1054686.535883 + Penalty 2924.474803 = -1051762.061079 nChanged 8 SP:Iteration 65Q (1443.018598 sec): 3 clusters Score: Raw -1054688.211472 + Penalty 2924.474803 = -1051763.736668 nChanged 5 SP:Iteration 66Q (1443.077183 sec): 3 clusters Score: Raw -1054689.380269 + Penalty 2924.474803 = -1051764.905465 nChanged 3 SP:Iteration 67Q (1443.133662 sec): 3 clusters Score: Raw -1054690.232145 + Penalty 2924.474803 = -1051765.757342 nChanged 3 SP:Iteration 68Q (1443.183319 sec): 3 clusters Score: Raw -1054691.378771 + Penalty 2924.474803 = -1051766.903968 nChanged 5 SP:Iteration 69Q (1443.243571 sec): 3 clusters Score: Raw -1054692.397805 + Penalty 2924.474803 = -1051767.923001 nChanged 3 SP:Iteration 70Q (1443.300644 sec): 3 clusters Score: Raw -1054693.214433 + Penalty 2924.474803 = -1051768.739630 nChanged 2 SP:Iteration 71Q (1443.361426 sec): 3 clusters Score: Raw -1054693.750194 + Penalty 2924.474803 = -1051769.275391 nChanged 3 SP:Iteration 72Q (1443.413434 sec): 3 clusters Score: Raw -1054694.541092 + Penalty 2924.474803 = -1051770.066289 nChanged 3 SP:Iteration 73Q (1443.473887 sec): 3 clusters Score: Raw -1054695.628261 + Penalty 2924.474803 = -1051771.153457 nChanged 2 SP:Iteration 74Q (1443.532666 sec): 3 clusters Score: Raw -1054696.032608 + Penalty 2924.474803 = -1051771.557805 nChanged 4 SP:Iteration 75Q (1443.591626 sec): 3 clusters Score: Raw -1054696.689484 + Penalty 2924.474803 = -1051772.214681 nChanged 2 SP:Iteration 76Q (1443.651927 sec): 3 clusters Score: Raw -1054697.154488 + Penalty 2924.474803 = -1051772.679685 nChanged 1 SP:Iteration 77Q (1443.712348 sec): 3 clusters Score: Raw -1054697.413732 + Penalty 2924.474803 = -1051772.938929 nChanged 1 SP:Iteration 78Q (1443.772809 sec): 3 clusters Score: Raw -1054697.508140 + Penalty 2924.474803 = -1051773.033337 nChanged 0 SP:Iteration 79F (1443.828300 sec): 3 clusters Score: Raw -1054697.508140 + Penalty 2924.474803 = -1051773.033337 nChanged 0 Trying to split cluster 2 (2902 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1443.869201 sec): 2 clusters Score: Raw -369939.396823 + Penalty 1295.637758 = -368643.759065 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1443.911686 sec): 3 clusters Score: Raw -368609.262695 + Penalty 2591.275516 = -366017.987180 nChanged 1082 SP:Iteration 1F (1443.951425 sec): 3 clusters Score: Raw -369314.802559 + Penalty 2591.275516 = -366723.527043 nChanged 233 SP:Iteration 2F (1444.004248 sec): 3 clusters Score: Raw -369503.757420 + Penalty 2591.275516 = -366912.481904 nChanged 167 SP:Iteration 3F (1444.047198 sec): 3 clusters Score: Raw -369632.333961 + Penalty 2591.275516 = -367041.058445 nChanged 144 SP:Iteration 4Q (1444.093238 sec): 3 clusters Score: Raw -369750.627295 + Penalty 2591.275516 = -367159.351779 nChanged 129 SP:Iteration 5Q (1444.149021 sec): 3 clusters Score: Raw -369867.540819 + Penalty 2591.275516 = -367276.265303 nChanged 122 SP:Iteration 6Q (1444.196336 sec): 3 clusters Score: Raw -369961.526333 + Penalty 2591.275516 = -367370.250817 nChanged 100 SP:Iteration 7Q (1444.233289 sec): 3 clusters Score: Raw -370029.527432 + Penalty 2591.275516 = -367438.251916 nChanged 76 SP:Iteration 8Q (1444.281127 sec): 3 clusters Score: Raw -370069.284509 + Penalty 2591.275516 = -367478.008993 nChanged 51 SP:Iteration 9Q (1444.326466 sec): 3 clusters Score: Raw -370094.589093 + Penalty 2591.275516 = -367503.313577 nChanged 30 SP:Iteration 10Q (1444.374611 sec): 3 clusters Score: Raw -370109.849925 + Penalty 2591.275516 = -367518.574409 nChanged 33 SP:Iteration 11Q (1444.422976 sec): 3 clusters Score: Raw -370129.374698 + Penalty 2591.275516 = -367538.099182 nChanged 30 SP:Iteration 12Q (1444.468696 sec): 3 clusters Score: Raw -370147.193954 + Penalty 2591.275516 = -367555.918438 nChanged 24 SP:Iteration 13Q (1444.518424 sec): 3 clusters Score: Raw -370160.824776 + Penalty 2591.275516 = -367569.549260 nChanged 28 SP:Iteration 14Q (1444.566257 sec): 3 clusters Score: Raw -370173.927043 + Penalty 2591.275516 = -367582.651527 nChanged 28 SP:Iteration 15Q (1444.614639 sec): 3 clusters Score: Raw -370187.695425 + Penalty 2591.275516 = -367596.419909 nChanged 22 SP:Iteration 16Q (1444.662931 sec): 3 clusters Score: Raw -370197.310135 + Penalty 2591.275516 = -367606.034619 nChanged 24 SP:Iteration 17Q (1444.707703 sec): 3 clusters Score: Raw -370208.590208 + Penalty 2591.275516 = -367617.314692 nChanged 27 SP:Iteration 18Q (1444.756020 sec): 3 clusters Score: Raw -370225.589061 + Penalty 2591.275516 = -367634.313545 nChanged 36 SP:Iteration 19Q (1444.804149 sec): 3 clusters Score: Raw -370244.042909 + Penalty 2591.275516 = -367652.767393 nChanged 26 SP:Iteration 20F (1444.852452 sec): 3 clusters Score: Raw -370256.580628 + Penalty 2591.275516 = -367665.305112 nChanged 21 SP:Iteration 21Q (1444.865883 sec): 3 clusters Score: Raw -370267.504152 + Penalty 2591.275516 = -367676.228636 nChanged 23 SP:Iteration 22Q (1444.880059 sec): 3 clusters Score: Raw -370277.354542 + Penalty 2591.275516 = -367686.079027 nChanged 27 SP:Iteration 23Q (1444.898448 sec): 3 clusters Score: Raw -370288.552811 + Penalty 2591.275516 = -367697.277295 nChanged 18 SP:Iteration 24Q (1444.915792 sec): 3 clusters Score: Raw -370294.401998 + Penalty 2591.275516 = -367703.126482 nChanged 15 SP:Iteration 25Q (1444.933980 sec): 3 clusters Score: Raw -370300.057953 + Penalty 2591.275516 = -367708.782437 nChanged 9 SP:Iteration 26Q (1444.951474 sec): 3 clusters Score: Raw -370303.451353 + Penalty 2591.275516 = -367712.175837 nChanged 10 SP:Iteration 27Q (1444.968709 sec): 3 clusters Score: Raw -370306.678046 + Penalty 2591.275516 = -367715.402530 nChanged 10 SP:Iteration 28Q (1444.985872 sec): 3 clusters Score: Raw -370308.852194 + Penalty 2591.275516 = -367717.576678 nChanged 3 SP:Iteration 29Q (1445.003269 sec): 3 clusters Score: Raw -370309.682108 + Penalty 2591.275516 = -367718.406592 nChanged 4 SP:Iteration 30Q (1445.024092 sec): 3 clusters Score: Raw -370310.498278 + Penalty 2591.275516 = -367719.222762 nChanged 1 SP:Iteration 31Q (1445.038766 sec): 3 clusters Score: Raw -370310.810903 + Penalty 2591.275516 = -367719.535387 nChanged 0 SP:Iteration 32F (1445.058400 sec): 3 clusters Score: Raw -370310.810903 + Penalty 2591.275516 = -367719.535387 nChanged 0 Trying to split cluster 3 (17218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1445.094595 sec): 2 clusters Score: Raw -2256488.734546 + Penalty 1584.977977 = -2254903.756569 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1445.139817 sec): 3 clusters Score: Raw -2246199.644756 + Penalty 3169.955954 = -2243029.688802 nChanged 7814 SP:Iteration 1F (1445.178312 sec): 3 clusters Score: Raw -2250509.337988 + Penalty 3169.955954 = -2247339.382035 nChanged 976 SP:Iteration 2F (1445.216775 sec): 3 clusters Score: Raw -2250888.192941 + Penalty 3169.955954 = -2247718.236987 nChanged 838 SP:Iteration 3Q (1445.256110 sec): 3 clusters Score: Raw -2251216.821093 + Penalty 3169.955954 = -2248046.865139 nChanged 770 SP:Iteration 4Q (1445.329692 sec): 3 clusters Score: Raw -2251561.409356 + Penalty 3169.955954 = -2248391.453403 nChanged 788 SP:Iteration 5Q (1445.380177 sec): 3 clusters Score: Raw -2251987.909686 + Penalty 3169.955954 = -2248817.953733 nChanged 795 SP:Iteration 6Q (1445.426369 sec): 3 clusters Score: Raw -2252466.308318 + Penalty 3169.955954 = -2249296.352365 nChanged 844 SP:Iteration 7Q (1445.472818 sec): 3 clusters Score: Raw -2253031.013904 + Penalty 3169.955954 = -2249861.057951 nChanged 853 SP:Iteration 8Q (1445.512247 sec): 3 clusters Score: Raw -2253607.548610 + Penalty 3169.955954 = -2250437.592656 nChanged 805 SP:Iteration 9Q (1445.550929 sec): 3 clusters Score: Raw -2254067.808172 + Penalty 3169.955954 = -2250897.852218 nChanged 641 SP:Iteration 10Q (1445.589078 sec): 3 clusters Score: Raw -2254406.848438 + Penalty 3169.955954 = -2251236.892484 nChanged 543 SP:Iteration 11Q (1445.630805 sec): 3 clusters Score: Raw -2254669.748009 + Penalty 3169.955954 = -2251499.792056 nChanged 442 SP:Iteration 12Q (1445.697631 sec): 3 clusters Score: Raw -2254849.702653 + Penalty 3169.955954 = -2251679.746699 nChanged 366 SP:Iteration 13Q (1445.738143 sec): 3 clusters Score: Raw -2254984.862504 + Penalty 3169.955954 = -2251814.906550 nChanged 301 SP:Iteration 14Q (1445.774927 sec): 3 clusters Score: Raw -2255076.218515 + Penalty 3169.955954 = -2251906.262561 nChanged 221 SP:Iteration 15Q (1445.814757 sec): 3 clusters Score: Raw -2255146.498437 + Penalty 3169.955954 = -2251976.542483 nChanged 205 SP:Iteration 16Q (1445.851067 sec): 3 clusters Score: Raw -2255216.157215 + Penalty 3169.955954 = -2252046.201261 nChanged 215 SP:Iteration 17Q (1445.887180 sec): 3 clusters Score: Raw -2255289.258705 + Penalty 3169.955954 = -2252119.302751 nChanged 202 SP:Iteration 18Q (1445.923926 sec): 3 clusters Score: Raw -2255360.830316 + Penalty 3169.955954 = -2252190.874362 nChanged 186 SP:Iteration 19Q (1445.963899 sec): 3 clusters Score: Raw -2255425.478938 + Penalty 3169.955954 = -2252255.522984 nChanged 181 SP:Iteration 20F (1446.008987 sec): 3 clusters Score: Raw -2255491.487543 + Penalty 3169.955954 = -2252321.531589 nChanged 173 SP:Iteration 21Q (1446.068853 sec): 3 clusters Score: Raw -2255556.398011 + Penalty 3169.955954 = -2252386.442058 nChanged 185 SP:Iteration 22Q (1446.113137 sec): 3 clusters Score: Raw -2255627.564152 + Penalty 3169.955954 = -2252457.608198 nChanged 174 SP:Iteration 23Q (1446.148069 sec): 3 clusters Score: Raw -2255683.599325 + Penalty 3169.955954 = -2252513.643371 nChanged 156 SP:Iteration 24Q (1446.183164 sec): 3 clusters Score: Raw -2255734.294363 + Penalty 3169.955954 = -2252564.338409 nChanged 142 SP:Iteration 25Q (1446.254653 sec): 3 clusters Score: Raw -2255781.230132 + Penalty 3169.955954 = -2252611.274178 nChanged 136 SP:Iteration 26Q (1446.287719 sec): 3 clusters Score: Raw -2255822.769837 + Penalty 3169.955954 = -2252652.813884 nChanged 113 SP:Iteration 27Q (1446.324040 sec): 3 clusters Score: Raw -2255852.194370 + Penalty 3169.955954 = -2252682.238416 nChanged 99 SP:Iteration 28Q (1446.365184 sec): 3 clusters Score: Raw -2255879.758513 + Penalty 3169.955954 = -2252709.802559 nChanged 96 SP:Iteration 29Q (1446.400795 sec): 3 clusters Score: Raw -2255904.929365 + Penalty 3169.955954 = -2252734.973411 nChanged 88 SP:Iteration 30Q (1446.435139 sec): 3 clusters Score: Raw -2255928.964149 + Penalty 3169.955954 = -2252759.008195 nChanged 83 SP:Iteration 31Q (1446.497065 sec): 3 clusters Score: Raw -2255952.113865 + Penalty 3169.955954 = -2252782.157912 nChanged 88 SP:Iteration 32Q (1446.531772 sec): 3 clusters Score: Raw -2255984.668577 + Penalty 3169.955954 = -2252814.712623 nChanged 106 SP:Iteration 33Q (1446.567562 sec): 3 clusters Score: Raw -2256027.508305 + Penalty 3169.955954 = -2252857.552352 nChanged 109 SP:Iteration 34Q (1446.635471 sec): 3 clusters Score: Raw -2256065.655687 + Penalty 3169.955954 = -2252895.699733 nChanged 107 SP:Iteration 35Q (1446.701666 sec): 3 clusters Score: Raw -2256101.521815 + Penalty 3169.955954 = -2252931.565861 nChanged 83 SP:Iteration 36Q (1446.737112 sec): 3 clusters Score: Raw -2256125.393040 + Penalty 3169.955954 = -2252955.437086 nChanged 73 SP:Iteration 37Q (1446.782660 sec): 3 clusters Score: Raw -2256145.691027 + Penalty 3169.955954 = -2252975.735073 nChanged 63 SP:Iteration 38Q (1446.849095 sec): 3 clusters Score: Raw -2256162.343483 + Penalty 3169.955954 = -2252992.387529 nChanged 57 SP:Iteration 39Q (1446.888412 sec): 3 clusters Score: Raw -2256178.124191 + Penalty 3169.955954 = -2253008.168237 nChanged 55 SP:Iteration 40F (1446.927711 sec): 3 clusters Score: Raw -2256192.799608 + Penalty 3169.955954 = -2253022.843655 nChanged 56 SP:Iteration 41Q (1446.963996 sec): 3 clusters Score: Raw -2256207.224159 + Penalty 3169.955954 = -2253037.268205 nChanged 43 SP:Iteration 42Q (1446.997632 sec): 3 clusters Score: Raw -2256216.916872 + Penalty 3169.955954 = -2253046.960918 nChanged 42 SP:Iteration 43Q (1447.031293 sec): 3 clusters Score: Raw -2256226.677341 + Penalty 3169.955954 = -2253056.721387 nChanged 48 SP:Iteration 44Q (1447.064852 sec): 3 clusters Score: Raw -2256239.027914 + Penalty 3169.955954 = -2253069.071960 nChanged 44 SP:Iteration 45Q (1447.108342 sec): 3 clusters Score: Raw -2256251.222850 + Penalty 3169.955954 = -2253081.266896 nChanged 41 SP:Iteration 46Q (1447.141644 sec): 3 clusters Score: Raw -2256261.719696 + Penalty 3169.955954 = -2253091.763742 nChanged 37 SP:Iteration 47Q (1447.186420 sec): 3 clusters Score: Raw -2256271.929353 + Penalty 3169.955954 = -2253101.973399 nChanged 42 SP:Iteration 48Q (1447.224353 sec): 3 clusters Score: Raw -2256283.991338 + Penalty 3169.955954 = -2253114.035384 nChanged 49 SP:Iteration 49Q (1447.260597 sec): 3 clusters Score: Raw -2256297.999488 + Penalty 3169.955954 = -2253128.043535 nChanged 49 SP:Iteration 50Q (1447.293932 sec): 3 clusters Score: Raw -2256312.434995 + Penalty 3169.955954 = -2253142.479041 nChanged 47 SP:Iteration 51Q (1447.333498 sec): 3 clusters Score: Raw -2256327.701206 + Penalty 3169.955954 = -2253157.745252 nChanged 50 SP:Iteration 52Q (1447.366538 sec): 3 clusters Score: Raw -2256344.506604 + Penalty 3169.955954 = -2253174.550651 nChanged 53 SP:Iteration 53Q (1447.428795 sec): 3 clusters Score: Raw -2256365.358460 + Penalty 3169.955954 = -2253195.402506 nChanged 64 SP:Iteration 54Q (1447.501903 sec): 3 clusters Score: Raw -2256389.797904 + Penalty 3169.955954 = -2253219.841950 nChanged 56 SP:Iteration 55Q (1447.527298 sec): 3 clusters Score: Raw -2256408.498049 + Penalty 3169.955954 = -2253238.542095 nChanged 53 SP:Iteration 56Q (1447.605318 sec): 3 clusters Score: Raw -2256424.544594 + Penalty 3169.955954 = -2253254.588640 nChanged 47 SP:Iteration 57Q (1447.662976 sec): 3 clusters Score: Raw -2256441.590899 + Penalty 3169.955954 = -2253271.634945 nChanged 44 SP:Iteration 58Q (1447.729594 sec): 3 clusters Score: Raw -2256456.814795 + Penalty 3169.955954 = -2253286.858841 nChanged 44 SP:Iteration 59Q (1447.788263 sec): 3 clusters Score: Raw -2256475.716075 + Penalty 3169.955954 = -2253305.760121 nChanged 40 SP:Iteration 60F (1447.862737 sec): 3 clusters Score: Raw -2256490.683308 + Penalty 3169.955954 = -2253320.727354 nChanged 43 SP:Iteration 61Q (1447.930200 sec): 3 clusters Score: Raw -2256505.161761 + Penalty 3169.955954 = -2253335.205807 nChanged 35 SP:Iteration 62Q (1447.995644 sec): 3 clusters Score: Raw -2256517.217938 + Penalty 3169.955954 = -2253347.261985 nChanged 26 SP:Iteration 63Q (1448.053893 sec): 3 clusters Score: Raw -2256527.168166 + Penalty 3169.955954 = -2253357.212212 nChanged 29 SP:Iteration 64Q (1448.125321 sec): 3 clusters Score: Raw -2256539.112023 + Penalty 3169.955954 = -2253369.156069 nChanged 21 SP:Iteration 65Q (1448.185121 sec): 3 clusters Score: Raw -2256545.676541 + Penalty 3169.955954 = -2253375.720587 nChanged 19 SP:Iteration 66Q (1448.252515 sec): 3 clusters Score: Raw -2256550.898409 + Penalty 3169.955954 = -2253380.942455 nChanged 11 SP:Iteration 67Q (1448.318950 sec): 3 clusters Score: Raw -2256554.642928 + Penalty 3169.955954 = -2253384.686974 nChanged 18 SP:Iteration 68Q (1448.377035 sec): 3 clusters Score: Raw -2256562.481585 + Penalty 3169.955954 = -2253392.525631 nChanged 16 SP:Iteration 69Q (1448.438475 sec): 3 clusters Score: Raw -2256570.068974 + Penalty 3169.955954 = -2253400.113020 nChanged 26 SP:Iteration 70Q (1448.495812 sec): 3 clusters Score: Raw -2256581.641120 + Penalty 3169.955954 = -2253411.685167 nChanged 27 SP:Iteration 71Q (1448.558448 sec): 3 clusters Score: Raw -2256592.430650 + Penalty 3169.955954 = -2253422.474696 nChanged 20 SP:Iteration 72Q (1448.621655 sec): 3 clusters Score: Raw -2256599.643025 + Penalty 3169.955954 = -2253429.687071 nChanged 20 SP:Iteration 73Q (1448.684967 sec): 3 clusters Score: Raw -2256606.972577 + Penalty 3169.955954 = -2253437.016623 nChanged 18 SP:Iteration 74Q (1448.753720 sec): 3 clusters Score: Raw -2256615.104061 + Penalty 3169.955954 = -2253445.148108 nChanged 23 SP:Iteration 75Q (1448.810858 sec): 3 clusters Score: Raw -2256624.687894 + Penalty 3169.955954 = -2253454.731940 nChanged 22 SP:Iteration 76Q (1448.873508 sec): 3 clusters Score: Raw -2256633.532693 + Penalty 3169.955954 = -2253463.576739 nChanged 19 SP:Iteration 77Q (1448.942318 sec): 3 clusters Score: Raw -2256644.556210 + Penalty 3169.955954 = -2253474.600256 nChanged 18 SP:Iteration 78Q (1449.000077 sec): 3 clusters Score: Raw -2256653.136918 + Penalty 3169.955954 = -2253483.180964 nChanged 17 SP:Iteration 79Q (1449.063276 sec): 3 clusters Score: Raw -2256661.759190 + Penalty 3169.955954 = -2253491.803237 nChanged 14 SP:Iteration 80F (1449.139002 sec): 3 clusters Score: Raw -2256669.166056 + Penalty 3169.955954 = -2253499.210102 nChanged 13 SP:Iteration 81Q (1449.207191 sec): 3 clusters Score: Raw -2256674.722614 + Penalty 3169.955954 = -2253504.766660 nChanged 10 SP:Iteration 82Q (1449.276956 sec): 3 clusters Score: Raw -2256678.737481 + Penalty 3169.955954 = -2253508.781527 nChanged 6 SP:Iteration 83Q (1449.342846 sec): 3 clusters Score: Raw -2256682.007911 + Penalty 3169.955954 = -2253512.051957 nChanged 9 SP:Iteration 84Q (1449.399684 sec): 3 clusters Score: Raw -2256685.329574 + Penalty 3169.955954 = -2253515.373620 nChanged 5 SP:Iteration 85Q (1449.462074 sec): 3 clusters Score: Raw -2256687.231170 + Penalty 3169.955954 = -2253517.275216 nChanged 5 SP:Iteration 86Q (1449.524174 sec): 3 clusters Score: Raw -2256689.759446 + Penalty 3169.955954 = -2253519.803492 nChanged 8 SP:Iteration 87Q (1449.585312 sec): 3 clusters Score: Raw -2256693.359333 + Penalty 3169.955954 = -2253523.403379 nChanged 7 SP:Iteration 88Q (1449.648463 sec): 3 clusters Score: Raw -2256697.328829 + Penalty 3169.955954 = -2253527.372875 nChanged 10 SP:Iteration 89Q (1449.711545 sec): 3 clusters Score: Raw -2256703.380718 + Penalty 3169.955954 = -2253533.424765 nChanged 8 SP:Iteration 90Q (1449.770914 sec): 3 clusters Score: Raw -2256708.482666 + Penalty 3169.955954 = -2253538.526712 nChanged 9 SP:Iteration 91Q (1449.833830 sec): 3 clusters Score: Raw -2256713.247432 + Penalty 3169.955954 = -2253543.291478 nChanged 7 SP:Iteration 92Q (1449.896979 sec): 3 clusters Score: Raw -2256716.650768 + Penalty 3169.955954 = -2253546.694814 nChanged 7 SP:Iteration 93Q (1449.959824 sec): 3 clusters Score: Raw -2256719.388984 + Penalty 3169.955954 = -2253549.433031 nChanged 6 SP:Iteration 94Q (1450.018234 sec): 3 clusters Score: Raw -2256723.662669 + Penalty 3169.955954 = -2253553.706715 nChanged 5 SP:Iteration 95Q (1450.070812 sec): 3 clusters Score: Raw -2256726.317907 + Penalty 3169.955954 = -2253556.361953 nChanged 3 SP:Iteration 96Q (1450.124135 sec): 3 clusters Score: Raw -2256727.757086 + Penalty 3169.955954 = -2253557.801133 nChanged 1 SP:Iteration 97Q (1450.186610 sec): 3 clusters Score: Raw -2256728.208954 + Penalty 3169.955954 = -2253558.253001 nChanged 1 SP:Iteration 98Q (1450.249801 sec): 3 clusters Score: Raw -2256728.787380 + Penalty 3169.955954 = -2253558.831426 nChanged 1 SP:Iteration 99Q (1450.310354 sec): 3 clusters Score: Raw -2256729.103948 + Penalty 3169.955954 = -2253559.147994 nChanged 1 SP:Iteration 100F (1450.378892 sec): 3 clusters Score: Raw -2256729.625511 + Penalty 3169.955954 = -2253559.669557 nChanged 2 SP:Iteration 101Q (1450.440752 sec): 3 clusters Score: Raw -2256731.130595 + Penalty 3169.955954 = -2253561.174641 nChanged 2 SP:Iteration 102Q (1450.504046 sec): 3 clusters Score: Raw -2256732.076359 + Penalty 3169.955954 = -2253562.120405 nChanged 1 SP:Iteration 103Q (1450.566705 sec): 3 clusters Score: Raw -2256732.283820 + Penalty 3169.955954 = -2253562.327867 nChanged 0 SP:Iteration 104F (1450.636255 sec): 3 clusters Score: Raw -2256732.283820 + Penalty 3169.955954 = -2253562.327867 nChanged 0 Trying to split cluster 4 (3517 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1450.663565 sec): 2 clusters Score: Raw -449597.113485 + Penalty 1326.871590 = -448270.241895 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1450.710408 sec): 3 clusters Score: Raw -447907.855373 + Penalty 2653.743181 = -445254.112193 nChanged 1383 SP:Iteration 1F (1450.757986 sec): 3 clusters Score: Raw -448728.573216 + Penalty 2653.743181 = -446074.830035 nChanged 263 SP:Iteration 2F (1450.804339 sec): 3 clusters Score: Raw -448880.537752 + Penalty 2653.743181 = -446226.794572 nChanged 194 SP:Iteration 3F (1450.851268 sec): 3 clusters Score: Raw -448997.660170 + Penalty 2653.743181 = -446343.916990 nChanged 164 SP:Iteration 4Q (1450.887416 sec): 3 clusters Score: Raw -449096.610991 + Penalty 2653.743181 = -446442.867810 nChanged 139 SP:Iteration 5Q (1450.933747 sec): 3 clusters Score: Raw -449175.201747 + Penalty 2653.743181 = -446521.458566 nChanged 113 SP:Iteration 6Q (1450.976408 sec): 3 clusters Score: Raw -449246.727707 + Penalty 2653.743181 = -446592.984527 nChanged 105 SP:Iteration 7Q (1451.025950 sec): 3 clusters Score: Raw -449302.144889 + Penalty 2653.743181 = -446648.401709 nChanged 79 SP:Iteration 8Q (1451.073521 sec): 3 clusters Score: Raw -449351.895028 + Penalty 2653.743181 = -446698.151847 nChanged 79 SP:Iteration 9Q (1451.122935 sec): 3 clusters Score: Raw -449383.641737 + Penalty 2653.743181 = -446729.898557 nChanged 56 SP:Iteration 10Q (1451.177868 sec): 3 clusters Score: Raw -449407.903246 + Penalty 2653.743181 = -446754.160065 nChanged 51 SP:Iteration 11Q (1451.241255 sec): 3 clusters Score: Raw -449437.077103 + Penalty 2653.743181 = -446783.333922 nChanged 49 SP:Iteration 12Q (1451.294013 sec): 3 clusters Score: Raw -449460.617456 + Penalty 2653.743181 = -446806.874275 nChanged 67 SP:Iteration 13Q (1451.332350 sec): 3 clusters Score: Raw -449496.424818 + Penalty 2653.743181 = -446842.681638 nChanged 72 SP:Iteration 14Q (1451.385341 sec): 3 clusters Score: Raw -449543.592826 + Penalty 2653.743181 = -446889.849646 nChanged 88 SP:Iteration 15Q (1451.429556 sec): 3 clusters Score: Raw -449616.640728 + Penalty 2653.743181 = -446962.897548 nChanged 98 SP:Iteration 16Q (1451.476778 sec): 3 clusters Score: Raw -449700.047984 + Penalty 2653.743181 = -447046.304804 nChanged 99 SP:Iteration 17Q (1451.509537 sec): 3 clusters Score: Raw -449775.218400 + Penalty 2653.743181 = -447121.475220 nChanged 86 SP:Iteration 18Q (1451.549857 sec): 3 clusters Score: Raw -449834.763173 + Penalty 2653.743181 = -447181.019993 nChanged 73 SP:Iteration 19Q (1451.603839 sec): 3 clusters Score: Raw -449884.731232 + Penalty 2653.743181 = -447230.988051 nChanged 71 SP:Iteration 20F (1451.657341 sec): 3 clusters Score: Raw -449936.067456 + Penalty 2653.743181 = -447282.324275 nChanged 73 SP:Iteration 21Q (1451.710231 sec): 3 clusters Score: Raw -450018.073584 + Penalty 2653.743181 = -447364.330403 nChanged 64 SP:Iteration 22Q (1451.774977 sec): 3 clusters Score: Raw -450074.761384 + Penalty 2653.743181 = -447421.018204 nChanged 65 SP:Iteration 23Q (1451.828421 sec): 3 clusters Score: Raw -450110.984499 + Penalty 2653.743181 = -447457.241318 nChanged 44 SP:Iteration 24Q (1451.871466 sec): 3 clusters Score: Raw -450137.366309 + Penalty 2653.743181 = -447483.623128 nChanged 31 SP:Iteration 25Q (1451.916332 sec): 3 clusters Score: Raw -450154.369223 + Penalty 2653.743181 = -447500.626042 nChanged 22 SP:Iteration 26Q (1451.969171 sec): 3 clusters Score: Raw -450169.581033 + Penalty 2653.743181 = -447515.837853 nChanged 25 SP:Iteration 27Q (1452.022671 sec): 3 clusters Score: Raw -450185.876353 + Penalty 2653.743181 = -447532.133172 nChanged 17 SP:Iteration 28Q (1452.068692 sec): 3 clusters Score: Raw -450194.263485 + Penalty 2653.743181 = -447540.520305 nChanged 12 SP:Iteration 29Q (1452.120792 sec): 3 clusters Score: Raw -450199.695811 + Penalty 2653.743181 = -447545.952630 nChanged 14 SP:Iteration 30Q (1452.159502 sec): 3 clusters Score: Raw -450204.692400 + Penalty 2653.743181 = -447550.949220 nChanged 9 SP:Iteration 31Q (1452.211198 sec): 3 clusters Score: Raw -450208.574098 + Penalty 2653.743181 = -447554.830918 nChanged 5 SP:Iteration 32Q (1452.264208 sec): 3 clusters Score: Raw -450211.764691 + Penalty 2653.743181 = -447558.021510 nChanged 7 SP:Iteration 33Q (1452.317038 sec): 3 clusters Score: Raw -450216.752445 + Penalty 2653.743181 = -447563.009265 nChanged 4 SP:Iteration 34Q (1452.369526 sec): 3 clusters Score: Raw -450218.341520 + Penalty 2653.743181 = -447564.598340 nChanged 2 SP:Iteration 35Q (1452.422909 sec): 3 clusters Score: Raw -450219.184942 + Penalty 2653.743181 = -447565.441762 nChanged 2 SP:Iteration 36Q (1452.474140 sec): 3 clusters Score: Raw -450219.534210 + Penalty 2653.743181 = -447565.791029 nChanged 0 SP:Iteration 37F (1452.520137 sec): 3 clusters Score: Raw -450219.534210 + Penalty 2653.743181 = -447565.791029 nChanged 0 Trying to split cluster 5 (3671 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1452.561638 sec): 2 clusters Score: Raw -484395.225397 + Penalty 1333.835650 = -483061.389747 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1452.598367 sec): 3 clusters Score: Raw -482626.606320 + Penalty 2667.671300 = -479958.935020 nChanged 1379 SP:Iteration 1F (1452.639361 sec): 3 clusters Score: Raw -483472.845247 + Penalty 2667.671300 = -480805.173947 nChanged 283 SP:Iteration 2F (1452.692335 sec): 3 clusters Score: Raw -483634.882508 + Penalty 2667.671300 = -480967.211208 nChanged 176 SP:Iteration 3Q (1452.745549 sec): 3 clusters Score: Raw -483726.887170 + Penalty 2667.671300 = -481059.215870 nChanged 127 SP:Iteration 4Q (1452.799497 sec): 3 clusters Score: Raw -483789.724038 + Penalty 2667.671300 = -481122.052738 nChanged 81 SP:Iteration 5Q (1452.851921 sec): 3 clusters Score: Raw -483828.616376 + Penalty 2667.671300 = -481160.945077 nChanged 87 SP:Iteration 6Q (1452.902917 sec): 3 clusters Score: Raw -483879.427696 + Penalty 2667.671300 = -481211.756396 nChanged 95 SP:Iteration 7Q (1452.948327 sec): 3 clusters Score: Raw -483939.565704 + Penalty 2667.671300 = -481271.894404 nChanged 100 SP:Iteration 8Q (1452.997894 sec): 3 clusters Score: Raw -483996.359925 + Penalty 2667.671300 = -481328.688625 nChanged 84 SP:Iteration 9Q (1453.054528 sec): 3 clusters Score: Raw -484052.547799 + Penalty 2667.671300 = -481384.876499 nChanged 92 SP:Iteration 10Q (1453.117000 sec): 3 clusters Score: Raw -484122.946660 + Penalty 2667.671300 = -481455.275360 nChanged 106 SP:Iteration 11Q (1453.157287 sec): 3 clusters Score: Raw -484199.820305 + Penalty 2667.671300 = -481532.149006 nChanged 111 SP:Iteration 12Q (1453.199643 sec): 3 clusters Score: Raw -484272.175430 + Penalty 2667.671300 = -481604.504130 nChanged 116 SP:Iteration 13Q (1453.241158 sec): 3 clusters Score: Raw -484337.594012 + Penalty 2667.671300 = -481669.922712 nChanged 103 SP:Iteration 14Q (1453.291650 sec): 3 clusters Score: Raw -484401.303089 + Penalty 2667.671300 = -481733.631790 nChanged 88 SP:Iteration 15Q (1453.337672 sec): 3 clusters Score: Raw -484462.909994 + Penalty 2667.671300 = -481795.238695 nChanged 75 SP:Iteration 16Q (1453.386220 sec): 3 clusters Score: Raw -484507.288064 + Penalty 2667.671300 = -481839.616764 nChanged 62 SP:Iteration 17Q (1453.436280 sec): 3 clusters Score: Raw -484531.959418 + Penalty 2667.671300 = -481864.288118 nChanged 45 SP:Iteration 18Q (1453.486187 sec): 3 clusters Score: Raw -484548.454835 + Penalty 2667.671300 = -481880.783535 nChanged 29 SP:Iteration 19Q (1453.535127 sec): 3 clusters Score: Raw -484561.872064 + Penalty 2667.671300 = -481894.200764 nChanged 22 SP:Iteration 20F (1453.584810 sec): 3 clusters Score: Raw -484569.504661 + Penalty 2667.671300 = -481901.833362 nChanged 22 SP:Iteration 21Q (1453.634376 sec): 3 clusters Score: Raw -484577.313771 + Penalty 2667.671300 = -481909.642472 nChanged 20 SP:Iteration 22Q (1453.669862 sec): 3 clusters Score: Raw -484584.336342 + Penalty 2667.671300 = -481916.665043 nChanged 18 SP:Iteration 23Q (1453.723801 sec): 3 clusters Score: Raw -484590.780896 + Penalty 2667.671300 = -481923.109596 nChanged 14 SP:Iteration 24Q (1453.764988 sec): 3 clusters Score: Raw -484595.558244 + Penalty 2667.671300 = -481927.886944 nChanged 12 SP:Iteration 25Q (1453.799890 sec): 3 clusters Score: Raw -484599.505027 + Penalty 2667.671300 = -481931.833727 nChanged 10 SP:Iteration 26Q (1453.844346 sec): 3 clusters Score: Raw -484602.673686 + Penalty 2667.671300 = -481935.002386 nChanged 3 SP:Iteration 27Q (1453.894727 sec): 3 clusters Score: Raw -484603.544290 + Penalty 2667.671300 = -481935.872990 nChanged 3 SP:Iteration 28Q (1453.939075 sec): 3 clusters Score: Raw -484604.511974 + Penalty 2667.671300 = -481936.840674 nChanged 2 SP:Iteration 29Q (1453.987487 sec): 3 clusters Score: Raw -484605.008218 + Penalty 2667.671300 = -481937.336918 nChanged 1 SP:Iteration 30Q (1454.032344 sec): 3 clusters Score: Raw -484605.331220 + Penalty 2667.671300 = -481937.659920 nChanged 2 SP:Iteration 31Q (1454.090741 sec): 3 clusters Score: Raw -484605.570351 + Penalty 2667.671300 = -481937.899052 nChanged 2 SP:Iteration 32Q (1454.123464 sec): 3 clusters Score: Raw -484606.112693 + Penalty 2667.671300 = -481938.441394 nChanged 3 SP:Iteration 33Q (1454.171260 sec): 3 clusters Score: Raw -484606.721559 + Penalty 2667.671300 = -481939.050259 nChanged 4 SP:Iteration 34Q (1454.226629 sec): 3 clusters Score: Raw -484607.487383 + Penalty 2667.671300 = -481939.816083 nChanged 3 SP:Iteration 35Q (1454.273977 sec): 3 clusters Score: Raw -484607.803440 + Penalty 2667.671300 = -481940.132140 nChanged 2 SP:Iteration 36Q (1454.321457 sec): 3 clusters Score: Raw -484608.119767 + Penalty 2667.671300 = -481940.448467 nChanged 1 SP:Iteration 37Q (1454.368654 sec): 3 clusters Score: Raw -484608.302071 + Penalty 2667.671300 = -481940.630771 nChanged 0 SP:Iteration 38F (1454.406848 sec): 3 clusters Score: Raw -484608.302071 + Penalty 2667.671300 = -481940.630771 nChanged 0 Trying to split cluster 6 (151559 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1454.595245 sec): 2 clusters Score: Raw -20291891.994194 + Penalty 1938.418668 = -20289953.575526 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1454.855674 sec): 3 clusters Score: Raw -20191868.678147 + Penalty 3876.837337 = -20187991.840810 nChanged 73370 SP:Iteration 1F (1455.113941 sec): 3 clusters Score: Raw -20236108.299168 + Penalty 3876.837337 = -20232231.461832 nChanged 5775 SP:Iteration 2Q (1455.391414 sec): 3 clusters Score: Raw -20238093.913965 + Penalty 3876.837337 = -20234217.076628 nChanged 6487 SP:Iteration 3Q (1455.679962 sec): 3 clusters Score: Raw -20240989.664514 + Penalty 3876.837337 = -20237112.827177 nChanged 7635 SP:Iteration 4F (1455.950777 sec): 3 clusters Score: Raw -20245284.764146 + Penalty 3876.837337 = -20241407.926809 nChanged 8944 SP:Iteration 5F (1456.220424 sec): 3 clusters Score: Raw -20251431.259088 + Penalty 3876.837337 = -20247554.421751 nChanged 9977 SP:Iteration 6F (1456.476732 sec): 3 clusters Score: Raw -20259457.510308 + Penalty 3876.837337 = -20255580.672971 nChanged 10087 SP:Iteration 7F (1456.734487 sec): 3 clusters Score: Raw -20267889.137526 + Penalty 3876.837337 = -20264012.300190 nChanged 8978 SP:Iteration 8F (1456.990705 sec): 3 clusters Score: Raw -20274799.663871 + Penalty 3876.837337 = -20270922.826534 nChanged 7235 SP:Iteration 9Q (1457.259934 sec): 3 clusters Score: Raw -20279555.320913 + Penalty 3876.837337 = -20275678.483576 nChanged 5525 SP:Iteration 10Q (1457.523109 sec): 3 clusters Score: Raw -20282564.539230 + Penalty 3876.837337 = -20278687.701893 nChanged 4179 SP:Iteration 11Q (1457.783069 sec): 3 clusters Score: Raw -20284482.448584 + Penalty 3876.837337 = -20280605.611247 nChanged 3326 SP:Iteration 12Q (1458.053553 sec): 3 clusters Score: Raw -20285817.960868 + Penalty 3876.837337 = -20281941.123531 nChanged 2762 SP:Iteration 13Q (1458.288975 sec): 3 clusters Score: Raw -20286791.531611 + Penalty 3876.837337 = -20282914.694274 nChanged 2393 SP:Iteration 14Q (1458.543764 sec): 3 clusters Score: Raw -20287545.208913 + Penalty 3876.837337 = -20283668.371576 nChanged 2089 SP:Iteration 15Q (1458.798580 sec): 3 clusters Score: Raw -20288156.009680 + Penalty 3876.837337 = -20284279.172343 nChanged 1864 SP:Iteration 16Q (1459.052321 sec): 3 clusters Score: Raw -20288683.988833 + Penalty 3876.837337 = -20284807.151497 nChanged 1780 SP:Iteration 17Q (1459.303055 sec): 3 clusters Score: Raw -20289204.823433 + Penalty 3876.837337 = -20285327.986097 nChanged 1655 SP:Iteration 18Q (1459.551021 sec): 3 clusters Score: Raw -20289690.470590 + Penalty 3876.837337 = -20285813.633253 nChanged 1504 SP:Iteration 19Q (1459.765818 sec): 3 clusters Score: Raw -20290136.072434 + Penalty 3876.837337 = -20286259.235097 nChanged 1398 SP:Iteration 20F (1460.010532 sec): 3 clusters Score: Raw -20290559.572693 + Penalty 3876.837337 = -20286682.735356 nChanged 1279 SP:Iteration 21Q (1460.224007 sec): 3 clusters Score: Raw -20290956.138796 + Penalty 3876.837337 = -20287079.301459 nChanged 1105 SP:Iteration 22Q (1460.442414 sec): 3 clusters Score: Raw -20291297.354859 + Penalty 3876.837337 = -20287420.517522 nChanged 1001 SP:Iteration 23Q (1460.652245 sec): 3 clusters Score: Raw -20291605.028169 + Penalty 3876.837337 = -20287728.190832 nChanged 883 SP:Iteration 24Q (1460.857901 sec): 3 clusters Score: Raw -20291868.528135 + Penalty 3876.837337 = -20287991.690798 nChanged 754 SP:Iteration 25Q (1461.092031 sec): 3 clusters Score: Raw -20292084.582837 + Penalty 3876.837337 = -20288207.745500 nChanged 608 SP:Iteration 26Q (1461.320678 sec): 3 clusters Score: Raw -20292256.989292 + Penalty 3876.837337 = -20288380.151955 nChanged 543 SP:Iteration 27Q (1461.538795 sec): 3 clusters Score: Raw -20292403.044548 + Penalty 3876.837337 = -20288526.207211 nChanged 451 SP:Iteration 28Q (1461.764326 sec): 3 clusters Score: Raw -20292521.042555 + Penalty 3876.837337 = -20288644.205219 nChanged 382 SP:Iteration 29Q (1462.017769 sec): 3 clusters Score: Raw -20292619.934730 + Penalty 3876.837337 = -20288743.097393 nChanged 335 SP:Iteration 30Q (1462.274064 sec): 3 clusters Score: Raw -20292703.727868 + Penalty 3876.837337 = -20288826.890531 nChanged 283 SP:Iteration 31Q (1462.530216 sec): 3 clusters Score: Raw -20292775.625087 + Penalty 3876.837337 = -20288898.787750 nChanged 262 SP:Iteration 32Q (1462.760657 sec): 3 clusters Score: Raw -20292837.277492 + Penalty 3876.837337 = -20288960.440155 nChanged 224 SP:Iteration 33Q (1462.992807 sec): 3 clusters Score: Raw -20292882.302081 + Penalty 3876.837337 = -20289005.464744 nChanged 182 SP:Iteration 34Q (1463.224905 sec): 3 clusters Score: Raw -20292914.009158 + Penalty 3876.837337 = -20289037.171821 nChanged 170 SP:Iteration 35Q (1463.456441 sec): 3 clusters Score: Raw -20292941.962200 + Penalty 3876.837337 = -20289065.124864 nChanged 139 SP:Iteration 36Q (1463.687687 sec): 3 clusters Score: Raw -20292963.017511 + Penalty 3876.837337 = -20289086.180174 nChanged 124 SP:Iteration 37Q (1463.919192 sec): 3 clusters Score: Raw -20292981.312084 + Penalty 3876.837337 = -20289104.474747 nChanged 110 SP:Iteration 38Q (1464.150384 sec): 3 clusters Score: Raw -20292998.228220 + Penalty 3876.837337 = -20289121.390883 nChanged 97 SP:Iteration 39Q (1464.382126 sec): 3 clusters Score: Raw -20293014.871692 + Penalty 3876.837337 = -20289138.034355 nChanged 87 SP:Iteration 40F (1464.617918 sec): 3 clusters Score: Raw -20293029.776974 + Penalty 3876.837337 = -20289152.939637 nChanged 92 SP:Iteration 41Q (1464.847213 sec): 3 clusters Score: Raw -20293044.112369 + Penalty 3876.837337 = -20289167.275032 nChanged 85 SP:Iteration 42Q (1465.075385 sec): 3 clusters Score: Raw -20293057.621294 + Penalty 3876.837337 = -20289180.783957 nChanged 79 SP:Iteration 43Q (1465.298497 sec): 3 clusters Score: Raw -20293068.573385 + Penalty 3876.837337 = -20289191.736048 nChanged 58 SP:Iteration 44Q (1465.522488 sec): 3 clusters Score: Raw -20293075.528187 + Penalty 3876.837337 = -20289198.690850 nChanged 50 SP:Iteration 45Q (1465.752380 sec): 3 clusters Score: Raw -20293082.869217 + Penalty 3876.837337 = -20289206.031880 nChanged 56 SP:Iteration 46Q (1465.978731 sec): 3 clusters Score: Raw -20293090.732761 + Penalty 3876.837337 = -20289213.895424 nChanged 61 SP:Iteration 47Q (1466.180762 sec): 3 clusters Score: Raw -20293099.609436 + Penalty 3876.837337 = -20289222.772099 nChanged 46 SP:Iteration 48Q (1466.383318 sec): 3 clusters Score: Raw -20293105.347117 + Penalty 3876.837337 = -20289228.509780 nChanged 41 SP:Iteration 49Q (1466.578286 sec): 3 clusters Score: Raw -20293110.194245 + Penalty 3876.837337 = -20289233.356908 nChanged 33 SP:Iteration 50Q (1466.809326 sec): 3 clusters Score: Raw -20293115.205668 + Penalty 3876.837337 = -20289238.368331 nChanged 46 SP:Iteration 51Q (1467.037882 sec): 3 clusters Score: Raw -20293121.764915 + Penalty 3876.837337 = -20289244.927578 nChanged 42 SP:Iteration 52Q (1467.267329 sec): 3 clusters Score: Raw -20293128.368009 + Penalty 3876.837337 = -20289251.530672 nChanged 47 SP:Iteration 53Q (1467.496766 sec): 3 clusters Score: Raw -20293135.036375 + Penalty 3876.837337 = -20289258.199038 nChanged 44 SP:Iteration 54Q (1467.725970 sec): 3 clusters Score: Raw -20293140.796746 + Penalty 3876.837337 = -20289263.959409 nChanged 47 SP:Iteration 55Q (1467.946511 sec): 3 clusters Score: Raw -20293148.291155 + Penalty 3876.837337 = -20289271.453819 nChanged 46 SP:Iteration 56Q (1468.171061 sec): 3 clusters Score: Raw -20293154.281426 + Penalty 3876.837337 = -20289277.444089 nChanged 47 SP:Iteration 57Q (1468.388524 sec): 3 clusters Score: Raw -20293160.636802 + Penalty 3876.837337 = -20289283.799466 nChanged 49 SP:Iteration 58Q (1468.617337 sec): 3 clusters Score: Raw -20293166.862967 + Penalty 3876.837337 = -20289290.025630 nChanged 43 SP:Iteration 59Q (1468.839472 sec): 3 clusters Score: Raw -20293171.990626 + Penalty 3876.837337 = -20289295.153289 nChanged 31 SP:Iteration 60F (1469.105850 sec): 3 clusters Score: Raw -20293175.214969 + Penalty 3876.837337 = -20289298.377632 nChanged 29 SP:Iteration 61Q (1469.303338 sec): 3 clusters Score: Raw -20293178.821497 + Penalty 3876.837337 = -20289301.984160 nChanged 28 SP:Iteration 62Q (1469.498193 sec): 3 clusters Score: Raw -20293182.169660 + Penalty 3876.837337 = -20289305.332323 nChanged 23 SP:Iteration 63Q (1469.691772 sec): 3 clusters Score: Raw -20293184.329332 + Penalty 3876.837337 = -20289307.491995 nChanged 14 SP:Iteration 64Q (1469.891337 sec): 3 clusters Score: Raw -20293185.586030 + Penalty 3876.837337 = -20289308.748693 nChanged 10 SP:Iteration 65Q (1470.085697 sec): 3 clusters Score: Raw -20293186.818918 + Penalty 3876.837337 = -20289309.981581 nChanged 12 SP:Iteration 66Q (1470.285859 sec): 3 clusters Score: Raw -20293187.777151 + Penalty 3876.837337 = -20289310.939814 nChanged 6 SP:Iteration 67Q (1470.482070 sec): 3 clusters Score: Raw -20293188.273403 + Penalty 3876.837337 = -20289311.436067 nChanged 6 SP:Iteration 68Q (1470.681968 sec): 3 clusters Score: Raw -20293188.750454 + Penalty 3876.837337 = -20289311.913118 nChanged 4 SP:Iteration 69Q (1470.909974 sec): 3 clusters Score: Raw -20293189.157340 + Penalty 3876.837337 = -20289312.320003 nChanged 6 SP:Iteration 70Q (1471.130242 sec): 3 clusters Score: Raw -20293189.469050 + Penalty 3876.837337 = -20289312.631713 nChanged 3 SP:Iteration 71Q (1471.359560 sec): 3 clusters Score: Raw -20293189.689893 + Penalty 3876.837337 = -20289312.852556 nChanged 4 SP:Iteration 72Q (1471.587316 sec): 3 clusters Score: Raw -20293190.121527 + Penalty 3876.837337 = -20289313.284191 nChanged 6 SP:Iteration 73Q (1471.807840 sec): 3 clusters Score: Raw -20293190.687604 + Penalty 3876.837337 = -20289313.850267 nChanged 6 SP:Iteration 74Q (1472.037460 sec): 3 clusters Score: Raw -20293191.282156 + Penalty 3876.837337 = -20289314.444819 nChanged 5 SP:Iteration 75Q (1472.266189 sec): 3 clusters Score: Raw -20293191.667968 + Penalty 3876.837337 = -20289314.830631 nChanged 6 SP:Iteration 76Q (1472.494709 sec): 3 clusters Score: Raw -20293192.094904 + Penalty 3876.837337 = -20289315.257567 nChanged 6 SP:Iteration 77Q (1472.723033 sec): 3 clusters Score: Raw -20293192.807234 + Penalty 3876.837337 = -20289315.969897 nChanged 5 SP:Iteration 78Q (1472.951784 sec): 3 clusters Score: Raw -20293193.189651 + Penalty 3876.837337 = -20289316.352314 nChanged 5 SP:Iteration 79Q (1473.180395 sec): 3 clusters Score: Raw -20293193.532452 + Penalty 3876.837337 = -20289316.695115 nChanged 7 SP:Iteration 80F (1473.447333 sec): 3 clusters Score: Raw -20293194.044127 + Penalty 3876.837337 = -20289317.206790 nChanged 3 SP:Iteration 81Q (1473.676626 sec): 3 clusters Score: Raw -20293194.366457 + Penalty 3876.837337 = -20289317.529120 nChanged 3 SP:Iteration 82Q (1473.905180 sec): 3 clusters Score: Raw -20293194.537254 + Penalty 3876.837337 = -20289317.699917 nChanged 3 SP:Iteration 83Q (1474.133760 sec): 3 clusters Score: Raw -20293195.019292 + Penalty 3876.837337 = -20289318.181955 nChanged 6 SP:Iteration 84Q (1474.363198 sec): 3 clusters Score: Raw -20293195.623660 + Penalty 3876.837337 = -20289318.786323 nChanged 6 SP:Iteration 85Q (1474.589659 sec): 3 clusters Score: Raw -20293196.117755 + Penalty 3876.837337 = -20289319.280419 nChanged 8 SP:Iteration 86Q (1474.785384 sec): 3 clusters Score: Raw -20293196.771309 + Penalty 3876.837337 = -20289319.933972 nChanged 5 SP:Iteration 87Q (1474.983827 sec): 3 clusters Score: Raw -20293197.125953 + Penalty 3876.837337 = -20289320.288617 nChanged 1 SP:Iteration 88Q (1475.187042 sec): 3 clusters Score: Raw -20293197.186577 + Penalty 3876.837337 = -20289320.349240 nChanged 2 SP:Iteration 89Q (1475.392091 sec): 3 clusters Score: Raw -20293197.345173 + Penalty 3876.837337 = -20289320.507837 nChanged 2 SP:Iteration 90Q (1475.610671 sec): 3 clusters Score: Raw -20293197.483206 + Penalty 3876.837337 = -20289320.645869 nChanged 1 SP:Iteration 91Q (1475.822614 sec): 3 clusters Score: Raw -20293197.591806 + Penalty 3876.837337 = -20289320.754469 nChanged 0 SP:Iteration 92F (1476.081432 sec): 3 clusters Score: Raw -20293197.591806 + Penalty 3876.837337 = -20289320.754469 nChanged 0 Trying to split cluster 7 (1724 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1476.107182 sec): 2 clusters Score: Raw -208353.790841 + Penalty 1211.015398 = -207142.775442 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1476.156246 sec): 3 clusters Score: Raw -207645.002738 + Penalty 2422.030797 = -205222.971942 nChanged 627 SP:Iteration 1F (1476.203146 sec): 3 clusters Score: Raw -208127.824649 + Penalty 2422.030797 = -205705.793852 nChanged 147 SP:Iteration 2F (1476.247047 sec): 3 clusters Score: Raw -208244.836233 + Penalty 2422.030797 = -205822.805436 nChanged 89 SP:Iteration 3F (1476.295090 sec): 3 clusters Score: Raw -208339.032929 + Penalty 2422.030797 = -205917.002132 nChanged 89 SP:Iteration 4F (1476.339694 sec): 3 clusters Score: Raw -208444.839240 + Penalty 2422.030797 = -206022.808443 nChanged 76 SP:Iteration 5Q (1476.387908 sec): 3 clusters Score: Raw -208524.158906 + Penalty 2422.030797 = -206102.128110 nChanged 65 SP:Iteration 6Q (1476.432272 sec): 3 clusters Score: Raw -208590.584020 + Penalty 2422.030797 = -206168.553224 nChanged 62 SP:Iteration 7Q (1476.468260 sec): 3 clusters Score: Raw -208640.834405 + Penalty 2422.030797 = -206218.803608 nChanged 47 SP:Iteration 8Q (1476.504895 sec): 3 clusters Score: Raw -208680.854675 + Penalty 2422.030797 = -206258.823878 nChanged 35 SP:Iteration 9Q (1476.513802 sec): 3 clusters Score: Raw -208711.539188 + Penalty 2422.030797 = -206289.508391 nChanged 27 SP:Iteration 10Q (1476.522569 sec): 3 clusters Score: Raw -208739.113652 + Penalty 2422.030797 = -206317.082855 nChanged 30 SP:Iteration 11Q (1476.531362 sec): 3 clusters Score: Raw -208773.668229 + Penalty 2422.030797 = -206351.637432 nChanged 22 SP:Iteration 12Q (1476.540119 sec): 3 clusters Score: Raw -208800.711369 + Penalty 2422.030797 = -206378.680573 nChanged 27 SP:Iteration 13Q (1476.548916 sec): 3 clusters Score: Raw -208828.201073 + Penalty 2422.030797 = -206406.170277 nChanged 25 SP:Iteration 14Q (1476.557614 sec): 3 clusters Score: Raw -208858.197380 + Penalty 2422.030797 = -206436.166583 nChanged 27 SP:Iteration 15Q (1476.566398 sec): 3 clusters Score: Raw -208890.190505 + Penalty 2422.030797 = -206468.159708 nChanged 16 SP:Iteration 16Q (1476.575138 sec): 3 clusters Score: Raw -208901.447353 + Penalty 2422.030797 = -206479.416557 nChanged 12 SP:Iteration 17Q (1476.583857 sec): 3 clusters Score: Raw -208912.500928 + Penalty 2422.030797 = -206490.470131 nChanged 12 SP:Iteration 18Q (1476.592607 sec): 3 clusters Score: Raw -208921.487076 + Penalty 2422.030797 = -206499.456279 nChanged 17 SP:Iteration 19Q (1476.608012 sec): 3 clusters Score: Raw -208932.363052 + Penalty 2422.030797 = -206510.332256 nChanged 10 SP:Iteration 20F (1476.616960 sec): 3 clusters Score: Raw -208939.697029 + Penalty 2422.030797 = -206517.666232 nChanged 8 SP:Iteration 21Q (1476.625621 sec): 3 clusters Score: Raw -208943.523987 + Penalty 2422.030797 = -206521.493190 nChanged 4 SP:Iteration 22Q (1476.634479 sec): 3 clusters Score: Raw -208945.867748 + Penalty 2422.030797 = -206523.836951 nChanged 5 SP:Iteration 23Q (1476.643901 sec): 3 clusters Score: Raw -208948.562891 + Penalty 2422.030797 = -206526.532094 nChanged 4 SP:Iteration 24Q (1476.652599 sec): 3 clusters Score: Raw -208953.524634 + Penalty 2422.030797 = -206531.493838 nChanged 3 SP:Iteration 25Q (1476.661390 sec): 3 clusters Score: Raw -208955.308437 + Penalty 2422.030797 = -206533.277641 nChanged 6 SP:Iteration 26Q (1476.669995 sec): 3 clusters Score: Raw -208957.512937 + Penalty 2422.030797 = -206535.482140 nChanged 4 SP:Iteration 27Q (1476.679830 sec): 3 clusters Score: Raw -208959.452595 + Penalty 2422.030797 = -206537.421798 nChanged 4 SP:Iteration 28Q (1476.688517 sec): 3 clusters Score: Raw -208960.703032 + Penalty 2422.030797 = -206538.672235 nChanged 3 SP:Iteration 29Q (1476.697482 sec): 3 clusters Score: Raw -208962.025967 + Penalty 2422.030797 = -206539.995170 nChanged 4 SP:Iteration 30Q (1476.706305 sec): 3 clusters Score: Raw -208963.497611 + Penalty 2422.030797 = -206541.466814 nChanged 6 SP:Iteration 31Q (1476.738657 sec): 3 clusters Score: Raw -208975.576586 + Penalty 2422.030797 = -206553.545789 nChanged 7 SP:Iteration 32Q (1476.769537 sec): 3 clusters Score: Raw -208985.831875 + Penalty 2422.030797 = -206563.801079 nChanged 5 SP:Iteration 33Q (1476.781543 sec): 3 clusters Score: Raw -208993.795048 + Penalty 2422.030797 = -206571.764251 nChanged 6 SP:Iteration 34Q (1476.790193 sec): 3 clusters Score: Raw -208998.140877 + Penalty 2422.030797 = -206576.110080 nChanged 6 SP:Iteration 35Q (1476.799650 sec): 3 clusters Score: Raw -209001.393697 + Penalty 2422.030797 = -206579.362900 nChanged 3 SP:Iteration 36Q (1476.808265 sec): 3 clusters Score: Raw -209002.701691 + Penalty 2422.030797 = -206580.670895 nChanged 6 SP:Iteration 37Q (1476.817471 sec): 3 clusters Score: Raw -209013.543141 + Penalty 2422.030797 = -206591.512344 nChanged 8 SP:Iteration 38Q (1476.826112 sec): 3 clusters Score: Raw -209020.005187 + Penalty 2422.030797 = -206597.974391 nChanged 8 SP:Iteration 39Q (1476.835362 sec): 3 clusters Score: Raw -209028.792102 + Penalty 2422.030797 = -206606.761306 nChanged 9 SP:Iteration 40F (1476.844313 sec): 3 clusters Score: Raw -209032.956610 + Penalty 2422.030797 = -206610.925813 nChanged 6 SP:Iteration 41Q (1476.853271 sec): 3 clusters Score: Raw -209037.913046 + Penalty 2422.030797 = -206615.882250 nChanged 8 SP:Iteration 42Q (1476.861997 sec): 3 clusters Score: Raw -209043.360004 + Penalty 2422.030797 = -206621.329207 nChanged 8 SP:Iteration 43Q (1476.871001 sec): 3 clusters Score: Raw -209047.975522 + Penalty 2422.030797 = -206625.944725 nChanged 6 SP:Iteration 44Q (1476.880962 sec): 3 clusters Score: Raw -209052.146613 + Penalty 2422.030797 = -206630.115816 nChanged 4 SP:Iteration 45Q (1476.889625 sec): 3 clusters Score: Raw -209055.172330 + Penalty 2422.030797 = -206633.141533 nChanged 3 SP:Iteration 46Q (1476.905330 sec): 3 clusters Score: Raw -209057.457436 + Penalty 2422.030797 = -206635.426639 nChanged 7 SP:Iteration 47Q (1476.913995 sec): 3 clusters Score: Raw -209059.894879 + Penalty 2422.030797 = -206637.864082 nChanged 2 SP:Iteration 48Q (1476.924708 sec): 3 clusters Score: Raw -209060.949446 + Penalty 2422.030797 = -206638.918650 nChanged 0 SP:Iteration 49F (1476.933652 sec): 3 clusters Score: Raw -209060.949446 + Penalty 2422.030797 = -206638.918650 nChanged 0 Trying to split cluster 8 (35941 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1476.996168 sec): 2 clusters Score: Raw -4659769.570482 + Penalty 1704.565522 = -4658065.004960 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1477.067681 sec): 3 clusters Score: Raw -4637235.824534 + Penalty 3409.131045 = -4633826.693489 nChanged 16717 SP:Iteration 1F (1477.175903 sec): 3 clusters Score: Raw -4646778.966803 + Penalty 3409.131045 = -4643369.835758 nChanged 1548 SP:Iteration 2Q (1477.266013 sec): 3 clusters Score: Raw -4647369.550121 + Penalty 3409.131045 = -4643960.419076 nChanged 1627 SP:Iteration 3Q (1477.371951 sec): 3 clusters Score: Raw -4648072.673261 + Penalty 3409.131045 = -4644663.542216 nChanged 1773 SP:Iteration 4Q (1477.477782 sec): 3 clusters Score: Raw -4649018.576524 + Penalty 3409.131045 = -4645609.445479 nChanged 2079 SP:Iteration 5F (1477.581407 sec): 3 clusters Score: Raw -4650415.567941 + Penalty 3409.131045 = -4647006.436897 nChanged 2428 SP:Iteration 6F (1477.673411 sec): 3 clusters Score: Raw -4652354.797711 + Penalty 3409.131045 = -4648945.666666 nChanged 2643 SP:Iteration 7F (1477.770806 sec): 3 clusters Score: Raw -4654678.478112 + Penalty 3409.131045 = -4651269.347067 nChanged 2351 SP:Iteration 8F (1477.859806 sec): 3 clusters Score: Raw -4656785.556008 + Penalty 3409.131045 = -4653376.424963 nChanged 1739 SP:Iteration 9Q (1477.954860 sec): 3 clusters Score: Raw -4658357.246044 + Penalty 3409.131045 = -4654948.114999 nChanged 982 SP:Iteration 10Q (1478.047528 sec): 3 clusters Score: Raw -4659196.776987 + Penalty 3409.131045 = -4655787.645942 nChanged 442 SP:Iteration 11Q (1478.133850 sec): 3 clusters Score: Raw -4659571.172229 + Penalty 3409.131045 = -4656162.041184 nChanged 241 SP:Iteration 12Q (1478.221810 sec): 3 clusters Score: Raw -4659777.300509 + Penalty 3409.131045 = -4656368.169464 nChanged 117 SP:Iteration 13Q (1478.297372 sec): 3 clusters Score: Raw -4659883.762241 + Penalty 3409.131045 = -4656474.631196 nChanged 69 SP:Iteration 14Q (1478.376851 sec): 3 clusters Score: Raw -4659952.818365 + Penalty 3409.131045 = -4656543.687320 nChanged 40 SP:Iteration 15Q (1478.466034 sec): 3 clusters Score: Raw -4659990.664957 + Penalty 3409.131045 = -4656581.533912 nChanged 28 SP:Iteration 16Q (1478.543348 sec): 3 clusters Score: Raw -4660021.333066 + Penalty 3409.131045 = -4656612.202021 nChanged 30 SP:Iteration 17Q (1478.633540 sec): 3 clusters Score: Raw -4660048.275598 + Penalty 3409.131045 = -4656639.144553 nChanged 16 SP:Iteration 18Q (1478.723338 sec): 3 clusters Score: Raw -4660065.311767 + Penalty 3409.131045 = -4656656.180722 nChanged 18 SP:Iteration 19Q (1478.812446 sec): 3 clusters Score: Raw -4660079.623985 + Penalty 3409.131045 = -4656670.492940 nChanged 6 SP:Iteration 20F (1478.917049 sec): 3 clusters Score: Raw -4660085.671661 + Penalty 3409.131045 = -4656676.540616 nChanged 4 SP:Iteration 21Q (1479.005826 sec): 3 clusters Score: Raw -4660089.983839 + Penalty 3409.131045 = -4656680.852794 nChanged 5 SP:Iteration 22Q (1479.094511 sec): 3 clusters Score: Raw -4660093.520966 + Penalty 3409.131045 = -4656684.389921 nChanged 3 SP:Iteration 23Q (1479.181728 sec): 3 clusters Score: Raw -4660095.817450 + Penalty 3409.131045 = -4656686.686405 nChanged 2 SP:Iteration 24Q (1479.261082 sec): 3 clusters Score: Raw -4660097.403931 + Penalty 3409.131045 = -4656688.272886 nChanged 1 SP:Iteration 25Q (1479.351960 sec): 3 clusters Score: Raw -4660097.748182 + Penalty 3409.131045 = -4656688.617137 nChanged 1 SP:Iteration 26Q (1479.434040 sec): 3 clusters Score: Raw -4660098.082236 + Penalty 3409.131045 = -4656688.951191 nChanged 1 SP:Iteration 27Q (1479.511767 sec): 3 clusters Score: Raw -4660098.756519 + Penalty 3409.131045 = -4656689.625475 nChanged 0 SP:Iteration 28F (1479.615652 sec): 3 clusters Score: Raw -4660098.756519 + Penalty 3409.131045 = -4656689.625475 nChanged 0 Trying to split cluster 9 (11519 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1479.648551 sec): 2 clusters Score: Raw -1559967.916695 + Penalty 1519.659883 = -1558448.256813 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1479.717220 sec): 3 clusters Score: Raw -1553423.357375 + Penalty 3039.319766 = -1550384.037609 nChanged 5045 SP:Iteration 1F (1479.784465 sec): 3 clusters Score: Raw -1556426.077287 + Penalty 3039.319766 = -1553386.757521 nChanged 744 SP:Iteration 2F (1479.851630 sec): 3 clusters Score: Raw -1556860.287569 + Penalty 3039.319766 = -1553820.967804 nChanged 695 SP:Iteration 3F (1479.910009 sec): 3 clusters Score: Raw -1557284.670304 + Penalty 3039.319766 = -1554245.350538 nChanged 662 SP:Iteration 4F (1479.977873 sec): 3 clusters Score: Raw -1557691.858651 + Penalty 3039.319766 = -1554652.538886 nChanged 655 SP:Iteration 5F (1480.046928 sec): 3 clusters Score: Raw -1558117.118737 + Penalty 3039.319766 = -1555077.798971 nChanged 617 SP:Iteration 6F (1480.125486 sec): 3 clusters Score: Raw -1558549.979564 + Penalty 3039.319766 = -1555510.659799 nChanged 612 SP:Iteration 7F (1480.181355 sec): 3 clusters Score: Raw -1559014.196376 + Penalty 3039.319766 = -1555974.876610 nChanged 567 SP:Iteration 8Q (1480.249542 sec): 3 clusters Score: Raw -1559412.713344 + Penalty 3039.319766 = -1556373.393578 nChanged 498 SP:Iteration 9Q (1480.315799 sec): 3 clusters Score: Raw -1559739.540397 + Penalty 3039.319766 = -1556700.220631 nChanged 351 SP:Iteration 10Q (1480.370039 sec): 3 clusters Score: Raw -1559946.239836 + Penalty 3039.319766 = -1556906.920070 nChanged 281 SP:Iteration 11Q (1480.435053 sec): 3 clusters Score: Raw -1560090.747363 + Penalty 3039.319766 = -1557051.427597 nChanged 221 SP:Iteration 12Q (1480.490624 sec): 3 clusters Score: Raw -1560205.540722 + Penalty 3039.319766 = -1557166.220956 nChanged 193 SP:Iteration 13Q (1480.555899 sec): 3 clusters Score: Raw -1560308.384087 + Penalty 3039.319766 = -1557269.064321 nChanged 161 SP:Iteration 14Q (1480.621605 sec): 3 clusters Score: Raw -1560384.253795 + Penalty 3039.319766 = -1557344.934029 nChanged 158 SP:Iteration 15Q (1480.686397 sec): 3 clusters Score: Raw -1560465.940428 + Penalty 3039.319766 = -1557426.620662 nChanged 154 SP:Iteration 16Q (1480.751101 sec): 3 clusters Score: Raw -1560555.401016 + Penalty 3039.319766 = -1557516.081251 nChanged 143 SP:Iteration 17Q (1480.815927 sec): 3 clusters Score: Raw -1560625.620447 + Penalty 3039.319766 = -1557586.300681 nChanged 107 SP:Iteration 18Q (1480.872617 sec): 3 clusters Score: Raw -1560683.288238 + Penalty 3039.319766 = -1557643.968472 nChanged 101 SP:Iteration 19Q (1480.937707 sec): 3 clusters Score: Raw -1560734.863483 + Penalty 3039.319766 = -1557695.543717 nChanged 97 SP:Iteration 20F (1481.002712 sec): 3 clusters Score: Raw -1560783.545754 + Penalty 3039.319766 = -1557744.225989 nChanged 95 SP:Iteration 21Q (1481.055330 sec): 3 clusters Score: Raw -1560823.559341 + Penalty 3039.319766 = -1557784.239575 nChanged 77 SP:Iteration 22Q (1481.119104 sec): 3 clusters Score: Raw -1560854.082438 + Penalty 3039.319766 = -1557814.762673 nChanged 56 SP:Iteration 23Q (1481.182565 sec): 3 clusters Score: Raw -1560870.759743 + Penalty 3039.319766 = -1557831.439977 nChanged 36 SP:Iteration 24Q (1481.246047 sec): 3 clusters Score: Raw -1560881.923354 + Penalty 3039.319766 = -1557842.603588 nChanged 39 SP:Iteration 25Q (1481.298206 sec): 3 clusters Score: Raw -1560891.369506 + Penalty 3039.319766 = -1557852.049740 nChanged 27 SP:Iteration 26Q (1481.325425 sec): 3 clusters Score: Raw -1560897.979036 + Penalty 3039.319766 = -1557858.659270 nChanged 22 SP:Iteration 27Q (1481.352464 sec): 3 clusters Score: Raw -1560902.256518 + Penalty 3039.319766 = -1557862.936752 nChanged 17 SP:Iteration 28Q (1481.386776 sec): 3 clusters Score: Raw -1560905.865502 + Penalty 3039.319766 = -1557866.545736 nChanged 15 SP:Iteration 29Q (1481.413994 sec): 3 clusters Score: Raw -1560908.566773 + Penalty 3039.319766 = -1557869.247007 nChanged 7 SP:Iteration 30Q (1481.446818 sec): 3 clusters Score: Raw -1560909.730898 + Penalty 3039.319766 = -1557870.411132 nChanged 2 SP:Iteration 31Q (1481.473826 sec): 3 clusters Score: Raw -1560910.128549 + Penalty 3039.319766 = -1557870.808783 nChanged 0 SP:Iteration 32F (1481.539395 sec): 3 clusters Score: Raw -1560910.128549 + Penalty 3039.319766 = -1557870.808783 nChanged 0 Trying to split cluster 10 (2522 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1481.554640 sec): 2 clusters Score: Raw -310954.977852 + Penalty 1272.831221 = -309682.146631 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1481.568342 sec): 3 clusters Score: Raw -309780.573869 + Penalty 2545.662443 = -307234.911426 nChanged 933 SP:Iteration 1F (1481.586091 sec): 3 clusters Score: Raw -310408.248232 + Penalty 2545.662443 = -307862.585789 nChanged 248 SP:Iteration 2F (1481.603896 sec): 3 clusters Score: Raw -310651.405700 + Penalty 2545.662443 = -308105.743257 nChanged 192 SP:Iteration 3F (1481.621727 sec): 3 clusters Score: Raw -310845.445781 + Penalty 2545.662443 = -308299.783338 nChanged 164 SP:Iteration 4F (1481.639107 sec): 3 clusters Score: Raw -310993.646475 + Penalty 2545.662443 = -308447.984032 nChanged 124 SP:Iteration 5Q (1481.657260 sec): 3 clusters Score: Raw -311106.192429 + Penalty 2545.662443 = -308560.529986 nChanged 108 SP:Iteration 6Q (1481.675302 sec): 3 clusters Score: Raw -311202.764711 + Penalty 2545.662443 = -308657.102268 nChanged 85 SP:Iteration 7Q (1481.692862 sec): 3 clusters Score: Raw -311286.476492 + Penalty 2545.662443 = -308740.814049 nChanged 82 SP:Iteration 8Q (1481.710983 sec): 3 clusters Score: Raw -311363.926515 + Penalty 2545.662443 = -308818.264072 nChanged 74 SP:Iteration 9Q (1481.728866 sec): 3 clusters Score: Raw -311427.952902 + Penalty 2545.662443 = -308882.290459 nChanged 52 SP:Iteration 10Q (1481.746834 sec): 3 clusters Score: Raw -311473.451259 + Penalty 2545.662443 = -308927.788816 nChanged 51 SP:Iteration 11Q (1481.765377 sec): 3 clusters Score: Raw -311511.301066 + Penalty 2545.662443 = -308965.638623 nChanged 38 SP:Iteration 12Q (1481.783090 sec): 3 clusters Score: Raw -311532.409365 + Penalty 2545.662443 = -308986.746922 nChanged 26 SP:Iteration 13Q (1481.800721 sec): 3 clusters Score: Raw -311547.894826 + Penalty 2545.662443 = -309002.232383 nChanged 26 SP:Iteration 14Q (1481.818592 sec): 3 clusters Score: Raw -311562.069280 + Penalty 2545.662443 = -309016.406837 nChanged 24 SP:Iteration 15Q (1481.836081 sec): 3 clusters Score: Raw -311579.357956 + Penalty 2545.662443 = -309033.695513 nChanged 22 SP:Iteration 16Q (1481.853373 sec): 3 clusters Score: Raw -311594.050361 + Penalty 2545.662443 = -309048.387918 nChanged 22 SP:Iteration 17Q (1481.869947 sec): 3 clusters Score: Raw -311609.432084 + Penalty 2545.662443 = -309063.769641 nChanged 26 SP:Iteration 18Q (1481.882563 sec): 3 clusters Score: Raw -311624.139957 + Penalty 2545.662443 = -309078.477514 nChanged 18 SP:Iteration 19Q (1481.894991 sec): 3 clusters Score: Raw -311631.735015 + Penalty 2545.662443 = -309086.072572 nChanged 11 SP:Iteration 20F (1481.907793 sec): 3 clusters Score: Raw -311637.516407 + Penalty 2545.662443 = -309091.853964 nChanged 12 SP:Iteration 21Q (1481.920163 sec): 3 clusters Score: Raw -311645.408909 + Penalty 2545.662443 = -309099.746466 nChanged 11 SP:Iteration 22Q (1481.932582 sec): 3 clusters Score: Raw -311650.462302 + Penalty 2545.662443 = -309104.799859 nChanged 10 SP:Iteration 23Q (1481.945046 sec): 3 clusters Score: Raw -311655.331990 + Penalty 2545.662443 = -309109.669547 nChanged 6 SP:Iteration 24Q (1481.957419 sec): 3 clusters Score: Raw -311658.531650 + Penalty 2545.662443 = -309112.869207 nChanged 5 SP:Iteration 25Q (1481.969923 sec): 3 clusters Score: Raw -311660.111764 + Penalty 2545.662443 = -309114.449321 nChanged 2 SP:Iteration 26Q (1481.982399 sec): 3 clusters Score: Raw -311660.722537 + Penalty 2545.662443 = -309115.060094 nChanged 1 SP:Iteration 27Q (1481.994817 sec): 3 clusters Score: Raw -311661.054116 + Penalty 2545.662443 = -309115.391673 nChanged 2 SP:Iteration 28Q (1482.007525 sec): 3 clusters Score: Raw -311661.851680 + Penalty 2545.662443 = -309116.189237 nChanged 2 SP:Iteration 29Q (1482.019940 sec): 3 clusters Score: Raw -311662.258071 + Penalty 2545.662443 = -309116.595628 nChanged 2 SP:Iteration 30Q (1482.032444 sec): 3 clusters Score: Raw -311663.208868 + Penalty 2545.662443 = -309117.546425 nChanged 3 SP:Iteration 31Q (1482.044937 sec): 3 clusters Score: Raw -311664.523409 + Penalty 2545.662443 = -309118.860966 nChanged 3 SP:Iteration 32Q (1482.057343 sec): 3 clusters Score: Raw -311665.710933 + Penalty 2545.662443 = -309120.048490 nChanged 1 SP:Iteration 33Q (1482.073858 sec): 3 clusters Score: Raw -311665.934831 + Penalty 2545.662443 = -309120.272388 nChanged 1 SP:Iteration 34Q (1482.090834 sec): 3 clusters Score: Raw -311666.060384 + Penalty 2545.662443 = -309120.397941 nChanged 0 SP:Iteration 35F (1482.109083 sec): 3 clusters Score: Raw -311666.060384 + Penalty 2545.662443 = -309120.397941 nChanged 0 Trying to split cluster 11 (213973 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1482.358480 sec): 2 clusters Score: Raw -28400574.876109 + Penalty 1994.460832 = -28398580.415277 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1482.693836 sec): 3 clusters Score: Raw -28258651.637836 + Penalty 3988.921663 = -28254662.716173 nChanged 103864 SP:Iteration 1F (1483.027383 sec): 3 clusters Score: Raw -28320859.789575 + Penalty 3988.921663 = -28316870.867912 nChanged 7037 SP:Iteration 2Q (1483.411738 sec): 3 clusters Score: Raw -28322752.016009 + Penalty 3988.921663 = -28318763.094346 nChanged 7950 SP:Iteration 3Q (1483.800046 sec): 3 clusters Score: Raw -28325462.492156 + Penalty 3988.921663 = -28321473.570492 nChanged 9362 SP:Iteration 4Q (1484.189766 sec): 3 clusters Score: Raw -28329654.042560 + Penalty 3988.921663 = -28325665.120896 nChanged 11335 SP:Iteration 5F (1484.540602 sec): 3 clusters Score: Raw -28336078.380085 + Penalty 3988.921663 = -28332089.458422 nChanged 13041 SP:Iteration 6F (1484.896202 sec): 3 clusters Score: Raw -28344786.994435 + Penalty 3988.921663 = -28340798.072772 nChanged 14078 SP:Iteration 7F (1485.250260 sec): 3 clusters Score: Raw -28354924.486246 + Penalty 3988.921663 = -28350935.564582 nChanged 13329 SP:Iteration 8F (1485.604424 sec): 3 clusters Score: Raw -28364010.205182 + Penalty 3988.921663 = -28360021.283519 nChanged 11039 SP:Iteration 9F (1485.955601 sec): 3 clusters Score: Raw -28370022.513814 + Penalty 3988.921663 = -28366033.592151 nChanged 8173 SP:Iteration 10Q (1486.322119 sec): 3 clusters Score: Raw -28373529.148598 + Penalty 3988.921663 = -28369540.226935 nChanged 6033 SP:Iteration 11Q (1486.681515 sec): 3 clusters Score: Raw -28375666.799209 + Penalty 3988.921663 = -28371677.877545 nChanged 4616 SP:Iteration 12Q (1487.051997 sec): 3 clusters Score: Raw -28377155.557071 + Penalty 3988.921663 = -28373166.635408 nChanged 3956 SP:Iteration 13Q (1487.380245 sec): 3 clusters Score: Raw -28378437.888167 + Penalty 3988.921663 = -28374448.966504 nChanged 3785 SP:Iteration 14Q (1487.709173 sec): 3 clusters Score: Raw -28379701.411656 + Penalty 3988.921663 = -28375712.489993 nChanged 3669 SP:Iteration 15Q (1488.032785 sec): 3 clusters Score: Raw -28380947.880588 + Penalty 3988.921663 = -28376958.958925 nChanged 3787 SP:Iteration 16Q (1488.360016 sec): 3 clusters Score: Raw -28382291.910146 + Penalty 3988.921663 = -28378302.988482 nChanged 3803 SP:Iteration 17Q (1488.678659 sec): 3 clusters Score: Raw -28383703.859084 + Penalty 3988.921663 = -28379714.937420 nChanged 3732 SP:Iteration 18Q (1489.028715 sec): 3 clusters Score: Raw -28385119.792791 + Penalty 3988.921663 = -28381130.871128 nChanged 3707 SP:Iteration 19Q (1489.372101 sec): 3 clusters Score: Raw -28386585.908161 + Penalty 3988.921663 = -28382596.986498 nChanged 3596 SP:Iteration 20F (1489.732547 sec): 3 clusters Score: Raw -28388041.792277 + Penalty 3988.921663 = -28384052.870613 nChanged 3503 SP:Iteration 21Q (1490.074771 sec): 3 clusters Score: Raw -28389555.237531 + Penalty 3988.921663 = -28385566.315868 nChanged 3456 SP:Iteration 22Q (1490.412973 sec): 3 clusters Score: Raw -28391149.711240 + Penalty 3988.921663 = -28387160.789577 nChanged 3321 SP:Iteration 23Q (1490.748692 sec): 3 clusters Score: Raw -28392740.089628 + Penalty 3988.921663 = -28388751.167965 nChanged 3036 SP:Iteration 24Q (1491.071420 sec): 3 clusters Score: Raw -28394215.517205 + Penalty 3988.921663 = -28390226.595542 nChanged 2758 SP:Iteration 25Q (1491.398275 sec): 3 clusters Score: Raw -28395583.211679 + Penalty 3988.921663 = -28391594.290015 nChanged 2362 SP:Iteration 26Q (1491.723022 sec): 3 clusters Score: Raw -28396764.593915 + Penalty 3988.921663 = -28392775.672252 nChanged 2022 SP:Iteration 27Q (1492.044114 sec): 3 clusters Score: Raw -28397809.682768 + Penalty 3988.921663 = -28393820.761105 nChanged 1740 SP:Iteration 28Q (1492.342149 sec): 3 clusters Score: Raw -28398702.282278 + Penalty 3988.921663 = -28394713.360615 nChanged 1460 SP:Iteration 29Q (1492.638905 sec): 3 clusters Score: Raw -28399444.698319 + Penalty 3988.921663 = -28395455.776656 nChanged 1198 SP:Iteration 30Q (1492.944776 sec): 3 clusters Score: Raw -28400051.714767 + Penalty 3988.921663 = -28396062.793104 nChanged 873 SP:Iteration 31Q (1493.252996 sec): 3 clusters Score: Raw -28400454.831515 + Penalty 3988.921663 = -28396465.909852 nChanged 651 SP:Iteration 32Q (1493.550336 sec): 3 clusters Score: Raw -28400739.803564 + Penalty 3988.921663 = -28396750.881901 nChanged 492 SP:Iteration 33Q (1493.847162 sec): 3 clusters Score: Raw -28400930.882344 + Penalty 3988.921663 = -28396941.960681 nChanged 380 SP:Iteration 34Q (1494.142257 sec): 3 clusters Score: Raw -28401056.410802 + Penalty 3988.921663 = -28397067.489138 nChanged 265 SP:Iteration 35Q (1494.438934 sec): 3 clusters Score: Raw -28401134.272785 + Penalty 3988.921663 = -28397145.351122 nChanged 212 SP:Iteration 36Q (1494.729081 sec): 3 clusters Score: Raw -28401192.164245 + Penalty 3988.921663 = -28397203.242582 nChanged 174 SP:Iteration 37Q (1495.023108 sec): 3 clusters Score: Raw -28401237.774497 + Penalty 3988.921663 = -28397248.852834 nChanged 156 SP:Iteration 38Q (1495.325966 sec): 3 clusters Score: Raw -28401282.306775 + Penalty 3988.921663 = -28397293.385112 nChanged 139 SP:Iteration 39Q (1495.628670 sec): 3 clusters Score: Raw -28401318.780082 + Penalty 3988.921663 = -28397329.858418 nChanged 104 SP:Iteration 40F (1495.962639 sec): 3 clusters Score: Raw -28401343.458671 + Penalty 3988.921663 = -28397354.537008 nChanged 91 SP:Iteration 41Q (1496.232117 sec): 3 clusters Score: Raw -28401364.156126 + Penalty 3988.921663 = -28397375.234463 nChanged 69 SP:Iteration 42Q (1496.497468 sec): 3 clusters Score: Raw -28401379.292909 + Penalty 3988.921663 = -28397390.371246 nChanged 76 SP:Iteration 43Q (1496.763359 sec): 3 clusters Score: Raw -28401393.552689 + Penalty 3988.921663 = -28397404.631026 nChanged 63 SP:Iteration 44Q (1497.056679 sec): 3 clusters Score: Raw -28401403.980246 + Penalty 3988.921663 = -28397415.058582 nChanged 55 SP:Iteration 45Q (1497.321675 sec): 3 clusters Score: Raw -28401414.177392 + Penalty 3988.921663 = -28397425.255728 nChanged 50 SP:Iteration 46Q (1497.617991 sec): 3 clusters Score: Raw -28401422.290348 + Penalty 3988.921663 = -28397433.368685 nChanged 43 SP:Iteration 47Q (1497.909741 sec): 3 clusters Score: Raw -28401431.066611 + Penalty 3988.921663 = -28397442.144947 nChanged 44 SP:Iteration 48Q (1498.194708 sec): 3 clusters Score: Raw -28401443.009088 + Penalty 3988.921663 = -28397454.087424 nChanged 52 SP:Iteration 49Q (1498.491382 sec): 3 clusters Score: Raw -28401453.066593 + Penalty 3988.921663 = -28397464.144930 nChanged 49 SP:Iteration 50Q (1498.781393 sec): 3 clusters Score: Raw -28401461.893329 + Penalty 3988.921663 = -28397472.971665 nChanged 48 SP:Iteration 51Q (1499.081995 sec): 3 clusters Score: Raw -28401470.497443 + Penalty 3988.921663 = -28397481.575780 nChanged 42 SP:Iteration 52Q (1499.382074 sec): 3 clusters Score: Raw -28401477.872641 + Penalty 3988.921663 = -28397488.950978 nChanged 44 SP:Iteration 53Q (1499.659697 sec): 3 clusters Score: Raw -28401486.909621 + Penalty 3988.921663 = -28397497.987958 nChanged 43 SP:Iteration 54Q (1499.949904 sec): 3 clusters Score: Raw -28401494.559204 + Penalty 3988.921663 = -28397505.637541 nChanged 39 SP:Iteration 55Q (1500.248950 sec): 3 clusters Score: Raw -28401501.747784 + Penalty 3988.921663 = -28397512.826120 nChanged 38 SP:Iteration 56Q (1500.545356 sec): 3 clusters Score: Raw -28401507.232742 + Penalty 3988.921663 = -28397518.311079 nChanged 35 SP:Iteration 57Q (1500.836813 sec): 3 clusters Score: Raw -28401513.804999 + Penalty 3988.921663 = -28397524.883336 nChanged 35 SP:Iteration 58Q (1501.105258 sec): 3 clusters Score: Raw -28401521.107526 + Penalty 3988.921663 = -28397532.185862 nChanged 47 SP:Iteration 59Q (1501.394710 sec): 3 clusters Score: Raw -28401531.448779 + Penalty 3988.921663 = -28397542.527116 nChanged 56 SP:Iteration 60F (1501.739876 sec): 3 clusters Score: Raw -28401544.252513 + Penalty 3988.921663 = -28397555.330850 nChanged 62 SP:Iteration 61Q (1502.030372 sec): 3 clusters Score: Raw -28401556.693442 + Penalty 3988.921663 = -28397567.771778 nChanged 46 SP:Iteration 62Q (1502.327583 sec): 3 clusters Score: Raw -28401565.936930 + Penalty 3988.921663 = -28397577.015267 nChanged 45 SP:Iteration 63Q (1502.616307 sec): 3 clusters Score: Raw -28401575.581586 + Penalty 3988.921663 = -28397586.659923 nChanged 54 SP:Iteration 64Q (1502.910439 sec): 3 clusters Score: Raw -28401586.917105 + Penalty 3988.921663 = -28397597.995441 nChanged 66 SP:Iteration 65Q (1503.198296 sec): 3 clusters Score: Raw -28401599.985517 + Penalty 3988.921663 = -28397611.063853 nChanged 56 SP:Iteration 66Q (1503.498548 sec): 3 clusters Score: Raw -28401609.490529 + Penalty 3988.921663 = -28397620.568866 nChanged 51 SP:Iteration 67Q (1503.798446 sec): 3 clusters Score: Raw -28401620.627941 + Penalty 3988.921663 = -28397631.706278 nChanged 50 SP:Iteration 68Q (1504.089832 sec): 3 clusters Score: Raw -28401631.101850 + Penalty 3988.921663 = -28397642.180186 nChanged 56 SP:Iteration 69Q (1504.381509 sec): 3 clusters Score: Raw -28401642.423003 + Penalty 3988.921663 = -28397653.501340 nChanged 54 SP:Iteration 70Q (1504.646122 sec): 3 clusters Score: Raw -28401652.537986 + Penalty 3988.921663 = -28397663.616323 nChanged 51 SP:Iteration 71Q (1504.913855 sec): 3 clusters Score: Raw -28401663.233822 + Penalty 3988.921663 = -28397674.312158 nChanged 57 SP:Iteration 72Q (1505.203982 sec): 3 clusters Score: Raw -28401675.008509 + Penalty 3988.921663 = -28397686.086846 nChanged 57 SP:Iteration 73Q (1505.493526 sec): 3 clusters Score: Raw -28401688.841429 + Penalty 3988.921663 = -28397699.919765 nChanged 63 SP:Iteration 74Q (1505.786676 sec): 3 clusters Score: Raw -28401702.681487 + Penalty 3988.921663 = -28397713.759823 nChanged 69 SP:Iteration 75Q (1506.054330 sec): 3 clusters Score: Raw -28401714.973991 + Penalty 3988.921663 = -28397726.052328 nChanged 53 SP:Iteration 76Q (1506.324445 sec): 3 clusters Score: Raw -28401722.931997 + Penalty 3988.921663 = -28397734.010334 nChanged 52 SP:Iteration 77Q (1506.613623 sec): 3 clusters Score: Raw -28401733.663141 + Penalty 3988.921663 = -28397744.741478 nChanged 62 SP:Iteration 78Q (1506.912459 sec): 3 clusters Score: Raw -28401745.763087 + Penalty 3988.921663 = -28397756.841424 nChanged 54 SP:Iteration 79Q (1507.203890 sec): 3 clusters Score: Raw -28401756.308054 + Penalty 3988.921663 = -28397767.386390 nChanged 60 SP:Iteration 80F (1507.543569 sec): 3 clusters Score: Raw -28401768.038320 + Penalty 3988.921663 = -28397779.116657 nChanged 58 SP:Iteration 81Q (1507.845375 sec): 3 clusters Score: Raw -28401779.694900 + Penalty 3988.921663 = -28397790.773237 nChanged 65 SP:Iteration 82Q (1508.146141 sec): 3 clusters Score: Raw -28401792.011320 + Penalty 3988.921663 = -28397803.089656 nChanged 67 SP:Iteration 83Q (1508.437831 sec): 3 clusters Score: Raw -28401804.127100 + Penalty 3988.921663 = -28397815.205437 nChanged 42 SP:Iteration 84Q (1508.738713 sec): 3 clusters Score: Raw -28401811.935935 + Penalty 3988.921663 = -28397823.014272 nChanged 49 SP:Iteration 85Q (1509.026546 sec): 3 clusters Score: Raw -28401820.167939 + Penalty 3988.921663 = -28397831.246275 nChanged 41 SP:Iteration 86Q (1509.294827 sec): 3 clusters Score: Raw -28401825.371682 + Penalty 3988.921663 = -28397836.450019 nChanged 30 SP:Iteration 87Q (1509.567583 sec): 3 clusters Score: Raw -28401829.138223 + Penalty 3988.921663 = -28397840.216560 nChanged 33 SP:Iteration 88Q (1509.841027 sec): 3 clusters Score: Raw -28401833.314682 + Penalty 3988.921663 = -28397844.393019 nChanged 25 SP:Iteration 89Q (1510.131084 sec): 3 clusters Score: Raw -28401835.816763 + Penalty 3988.921663 = -28397846.895100 nChanged 19 SP:Iteration 90Q (1510.405924 sec): 3 clusters Score: Raw -28401838.269105 + Penalty 3988.921663 = -28397849.347442 nChanged 27 SP:Iteration 91Q (1510.698894 sec): 3 clusters Score: Raw -28401841.619434 + Penalty 3988.921663 = -28397852.697771 nChanged 21 SP:Iteration 92Q (1510.993827 sec): 3 clusters Score: Raw -28401844.374654 + Penalty 3988.921663 = -28397855.452991 nChanged 25 SP:Iteration 93Q (1511.289018 sec): 3 clusters Score: Raw -28401847.442120 + Penalty 3988.921663 = -28397858.520457 nChanged 26 SP:Iteration 94Q (1511.588819 sec): 3 clusters Score: Raw -28401850.868376 + Penalty 3988.921663 = -28397861.946713 nChanged 27 SP:Iteration 95Q (1511.889511 sec): 3 clusters Score: Raw -28401854.234660 + Penalty 3988.921663 = -28397865.312996 nChanged 25 SP:Iteration 96Q (1512.188921 sec): 3 clusters Score: Raw -28401857.346382 + Penalty 3988.921663 = -28397868.424719 nChanged 29 SP:Iteration 97Q (1512.486239 sec): 3 clusters Score: Raw -28401860.352729 + Penalty 3988.921663 = -28397871.431066 nChanged 27 SP:Iteration 98Q (1512.786370 sec): 3 clusters Score: Raw -28401863.455477 + Penalty 3988.921663 = -28397874.533813 nChanged 26 SP:Iteration 99Q (1513.080539 sec): 3 clusters Score: Raw -28401866.057561 + Penalty 3988.921663 = -28397877.135897 nChanged 24 SP:Iteration 100F (1513.438010 sec): 3 clusters Score: Raw -28401868.440637 + Penalty 3988.921663 = -28397879.518974 nChanged 19 SP:Iteration 101Q (1513.739282 sec): 3 clusters Score: Raw -28401870.562795 + Penalty 3988.921663 = -28397881.641132 nChanged 18 SP:Iteration 102Q (1514.029439 sec): 3 clusters Score: Raw -28401872.263488 + Penalty 3988.921663 = -28397883.341824 nChanged 19 SP:Iteration 103Q (1514.296997 sec): 3 clusters Score: Raw -28401874.562713 + Penalty 3988.921663 = -28397885.641050 nChanged 19 SP:Iteration 104Q (1514.565580 sec): 3 clusters Score: Raw -28401876.535160 + Penalty 3988.921663 = -28397887.613497 nChanged 22 SP:Iteration 105Q (1514.834217 sec): 3 clusters Score: Raw -28401879.142812 + Penalty 3988.921663 = -28397890.221149 nChanged 17 SP:Iteration 106Q (1515.108949 sec): 3 clusters Score: Raw -28401880.834559 + Penalty 3988.921663 = -28397891.912895 nChanged 17 SP:Iteration 107Q (1515.395269 sec): 3 clusters Score: Raw -28401882.665735 + Penalty 3988.921663 = -28397893.744071 nChanged 18 SP:Iteration 108Q (1515.696596 sec): 3 clusters Score: Raw -28401884.822721 + Penalty 3988.921663 = -28397895.901057 nChanged 21 SP:Iteration 109Q (1515.997849 sec): 3 clusters Score: Raw -28401887.162126 + Penalty 3988.921663 = -28397898.240463 nChanged 26 SP:Iteration 110Q (1516.299010 sec): 3 clusters Score: Raw -28401889.165835 + Penalty 3988.921663 = -28397900.244172 nChanged 16 SP:Iteration 111Q (1516.599350 sec): 3 clusters Score: Raw -28401891.871891 + Penalty 3988.921663 = -28397902.950228 nChanged 23 SP:Iteration 112Q (1516.893845 sec): 3 clusters Score: Raw -28401894.626330 + Penalty 3988.921663 = -28397905.704666 nChanged 25 SP:Iteration 113Q (1517.194162 sec): 3 clusters Score: Raw -28401897.967631 + Penalty 3988.921663 = -28397909.045967 nChanged 23 SP:Iteration 114Q (1517.496405 sec): 3 clusters Score: Raw -28401900.266941 + Penalty 3988.921663 = -28397911.345277 nChanged 25 SP:Iteration 115Q (1517.794898 sec): 3 clusters Score: Raw -28401902.967203 + Penalty 3988.921663 = -28397914.045539 nChanged 25 SP:Iteration 116Q (1518.093676 sec): 3 clusters Score: Raw -28401906.545557 + Penalty 3988.921663 = -28397917.623894 nChanged 30 SP:Iteration 117Q (1518.394952 sec): 3 clusters Score: Raw -28401910.073234 + Penalty 3988.921663 = -28397921.151570 nChanged 26 SP:Iteration 118Q (1518.695719 sec): 3 clusters Score: Raw -28401913.263317 + Penalty 3988.921663 = -28397924.341654 nChanged 29 SP:Iteration 119Q (1518.967985 sec): 3 clusters Score: Raw -28401916.677940 + Penalty 3988.921663 = -28397927.756277 nChanged 27 SP:Iteration 120F (1519.296614 sec): 3 clusters Score: Raw -28401920.550239 + Penalty 3988.921663 = -28397931.628576 nChanged 32 SP:Iteration 121Q (1519.571097 sec): 3 clusters Score: Raw -28401924.509105 + Penalty 3988.921663 = -28397935.587442 nChanged 26 SP:Iteration 122Q (1519.838969 sec): 3 clusters Score: Raw -28401927.254654 + Penalty 3988.921663 = -28397938.332991 nChanged 24 SP:Iteration 123Q (1520.106590 sec): 3 clusters Score: Raw -28401930.059156 + Penalty 3988.921663 = -28397941.137493 nChanged 24 SP:Iteration 124Q (1520.398698 sec): 3 clusters Score: Raw -28401932.801861 + Penalty 3988.921663 = -28397943.880198 nChanged 25 SP:Iteration 125Q (1520.687192 sec): 3 clusters Score: Raw -28401937.211337 + Penalty 3988.921663 = -28397948.289673 nChanged 37 SP:Iteration 126Q (1520.977133 sec): 3 clusters Score: Raw -28401941.674668 + Penalty 3988.921663 = -28397952.753005 nChanged 35 SP:Iteration 127Q (1521.243084 sec): 3 clusters Score: Raw -28401946.792993 + Penalty 3988.921663 = -28397957.871330 nChanged 39 SP:Iteration 128Q (1521.533778 sec): 3 clusters Score: Raw -28401952.825832 + Penalty 3988.921663 = -28397963.904169 nChanged 47 SP:Iteration 129Q (1521.827093 sec): 3 clusters Score: Raw -28401959.588366 + Penalty 3988.921663 = -28397970.666703 nChanged 52 SP:Iteration 130Q (1522.110854 sec): 3 clusters Score: Raw -28401971.322601 + Penalty 3988.921663 = -28397982.400938 nChanged 64 SP:Iteration 131Q (1522.414673 sec): 3 clusters Score: Raw -28401982.900254 + Penalty 3988.921663 = -28397993.978591 nChanged 71 SP:Iteration 132Q (1522.717182 sec): 3 clusters Score: Raw -28401996.564215 + Penalty 3988.921663 = -28398007.642552 nChanged 70 SP:Iteration 133Q (1523.020125 sec): 3 clusters Score: Raw -28402010.655748 + Penalty 3988.921663 = -28398021.734085 nChanged 86 SP:Iteration 134Q (1523.288124 sec): 3 clusters Score: Raw -28402026.793542 + Penalty 3988.921663 = -28398037.871879 nChanged 94 SP:Iteration 135Q (1523.584070 sec): 3 clusters Score: Raw -28402045.572761 + Penalty 3988.921663 = -28398056.651098 nChanged 107 SP:Iteration 136Q (1523.914593 sec): 3 clusters Score: Raw -28402062.166602 + Penalty 3988.921663 = -28398073.244939 nChanged 99 SP:Iteration 137Q (1524.217733 sec): 3 clusters Score: Raw -28402077.692192 + Penalty 3988.921663 = -28398088.770529 nChanged 77 SP:Iteration 138Q (1524.514389 sec): 3 clusters Score: Raw -28402088.939323 + Penalty 3988.921663 = -28398100.017660 nChanged 58 SP:Iteration 139Q (1524.812649 sec): 3 clusters Score: Raw -28402096.738995 + Penalty 3988.921663 = -28398107.817332 nChanged 59 SP:Iteration 140F (1525.176190 sec): 3 clusters Score: Raw -28402105.391079 + Penalty 3988.921663 = -28398116.469416 nChanged 52 SP:Iteration 141Q (1525.478132 sec): 3 clusters Score: Raw -28402113.077185 + Penalty 3988.921663 = -28398124.155522 nChanged 64 SP:Iteration 142Q (1525.762211 sec): 3 clusters Score: Raw -28402121.982746 + Penalty 3988.921663 = -28398133.061083 nChanged 59 SP:Iteration 143Q (1526.056178 sec): 3 clusters Score: Raw -28402128.185809 + Penalty 3988.921663 = -28398139.264145 nChanged 45 SP:Iteration 144Q (1526.358139 sec): 3 clusters Score: Raw -28402133.035601 + Penalty 3988.921663 = -28398144.113938 nChanged 46 SP:Iteration 145Q (1526.646576 sec): 3 clusters Score: Raw -28402138.262700 + Penalty 3988.921663 = -28398149.341036 nChanged 34 SP:Iteration 146Q (1526.915604 sec): 3 clusters Score: Raw -28402141.340114 + Penalty 3988.921663 = -28398152.418451 nChanged 28 SP:Iteration 147Q (1527.199352 sec): 3 clusters Score: Raw -28402143.769484 + Penalty 3988.921663 = -28398154.847821 nChanged 26 SP:Iteration 148Q (1527.468201 sec): 3 clusters Score: Raw -28402146.765537 + Penalty 3988.921663 = -28398157.843874 nChanged 24 SP:Iteration 149Q (1527.740412 sec): 3 clusters Score: Raw -28402148.906376 + Penalty 3988.921663 = -28398159.984713 nChanged 26 SP:Iteration 150Q (1528.009969 sec): 3 clusters Score: Raw -28402151.978660 + Penalty 3988.921663 = -28398163.056997 nChanged 31 SP:Iteration 151Q (1528.312373 sec): 3 clusters Score: Raw -28402155.235424 + Penalty 3988.921663 = -28398166.313761 nChanged 29 SP:Iteration 152Q (1528.616513 sec): 3 clusters Score: Raw -28402157.942264 + Penalty 3988.921663 = -28398169.020601 nChanged 27 SP:Iteration 153Q (1528.917400 sec): 3 clusters Score: Raw -28402161.342030 + Penalty 3988.921663 = -28398172.420367 nChanged 32 SP:Iteration 154Q (1529.215636 sec): 3 clusters Score: Raw -28402164.796251 + Penalty 3988.921663 = -28398175.874587 nChanged 33 SP:Iteration 155Q (1529.512608 sec): 3 clusters Score: Raw -28402168.280194 + Penalty 3988.921663 = -28398179.358530 nChanged 19 SP:Iteration 156Q (1529.808634 sec): 3 clusters Score: Raw -28402169.874745 + Penalty 3988.921663 = -28398180.953082 nChanged 17 SP:Iteration 157Q (1530.110877 sec): 3 clusters Score: Raw -28402171.089282 + Penalty 3988.921663 = -28398182.167619 nChanged 16 SP:Iteration 158Q (1530.414278 sec): 3 clusters Score: Raw -28402172.359486 + Penalty 3988.921663 = -28398183.437823 nChanged 22 SP:Iteration 159Q (1530.717918 sec): 3 clusters Score: Raw -28402174.077024 + Penalty 3988.921663 = -28398185.155360 nChanged 18 SP:Iteration 160F (1531.075131 sec): 3 clusters Score: Raw -28402175.956522 + Penalty 3988.921663 = -28398187.034858 nChanged 21 SP:Iteration 161Q (1531.377234 sec): 3 clusters Score: Raw -28402178.465228 + Penalty 3988.921663 = -28398189.543564 nChanged 35 SP:Iteration 162Q (1531.644953 sec): 3 clusters Score: Raw -28402181.893004 + Penalty 3988.921663 = -28398192.971341 nChanged 33 SP:Iteration 163Q (1531.926519 sec): 3 clusters Score: Raw -28402184.744357 + Penalty 3988.921663 = -28398195.822694 nChanged 26 SP:Iteration 164Q (1532.222690 sec): 3 clusters Score: Raw -28402187.403840 + Penalty 3988.921663 = -28398198.482176 nChanged 22 SP:Iteration 165Q (1532.518209 sec): 3 clusters Score: Raw -28402189.388508 + Penalty 3988.921663 = -28398200.466845 nChanged 18 SP:Iteration 166Q (1532.802400 sec): 3 clusters Score: Raw -28402190.885702 + Penalty 3988.921663 = -28398201.964039 nChanged 15 SP:Iteration 167Q (1533.105478 sec): 3 clusters Score: Raw -28402192.149801 + Penalty 3988.921663 = -28398203.228138 nChanged 12 SP:Iteration 168Q (1533.387031 sec): 3 clusters Score: Raw -28402193.193663 + Penalty 3988.921663 = -28398204.271999 nChanged 13 SP:Iteration 169Q (1533.689454 sec): 3 clusters Score: Raw -28402194.120797 + Penalty 3988.921663 = -28398205.199134 nChanged 12 SP:Iteration 170Q (1533.983100 sec): 3 clusters Score: Raw -28402195.074592 + Penalty 3988.921663 = -28398206.152928 nChanged 8 SP:Iteration 171Q (1534.277853 sec): 3 clusters Score: Raw -28402195.608287 + Penalty 3988.921663 = -28398206.686624 nChanged 5 SP:Iteration 172Q (1534.581233 sec): 3 clusters Score: Raw -28402195.931771 + Penalty 3988.921663 = -28398207.010108 nChanged 3 SP:Iteration 173Q (1534.872225 sec): 3 clusters Score: Raw -28402196.032098 + Penalty 3988.921663 = -28398207.110435 nChanged 1 SP:Iteration 174Q (1535.175490 sec): 3 clusters Score: Raw -28402196.066708 + Penalty 3988.921663 = -28398207.145045 nChanged 1 SP:Iteration 175Q (1535.456391 sec): 3 clusters Score: Raw -28402196.135013 + Penalty 3988.921663 = -28398207.213350 nChanged 0 SP:Iteration 176F (1535.777757 sec): 3 clusters Score: Raw -28402196.135013 + Penalty 3988.921663 = -28398207.213350 nChanged 0 Trying to split cluster 12 (8849 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1535.802122 sec): 2 clusters Score: Raw -1177851.466600 + Penalty 1476.809707 = -1176374.656893 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1535.829184 sec): 3 clusters Score: Raw -1172950.479072 + Penalty 2953.619415 = -1169996.859657 nChanged 3735 SP:Iteration 1F (1535.877204 sec): 3 clusters Score: Raw -1175092.611112 + Penalty 2953.619415 = -1172138.991697 nChanged 592 SP:Iteration 2F (1535.908660 sec): 3 clusters Score: Raw -1175389.040832 + Penalty 2953.619415 = -1172435.421418 nChanged 488 SP:Iteration 3F (1535.934844 sec): 3 clusters Score: Raw -1175684.311536 + Penalty 2953.619415 = -1172730.692122 nChanged 497 SP:Iteration 4F (1535.961004 sec): 3 clusters Score: Raw -1175992.129004 + Penalty 2953.619415 = -1173038.509590 nChanged 470 SP:Iteration 5F (1535.992781 sec): 3 clusters Score: Raw -1176297.307955 + Penalty 2953.619415 = -1173343.688541 nChanged 463 SP:Iteration 6F (1536.020335 sec): 3 clusters Score: Raw -1176616.792233 + Penalty 2953.619415 = -1173663.172819 nChanged 427 SP:Iteration 7Q (1536.046289 sec): 3 clusters Score: Raw -1176884.263861 + Penalty 2953.619415 = -1173930.644447 nChanged 383 SP:Iteration 8Q (1536.072356 sec): 3 clusters Score: Raw -1177087.387195 + Penalty 2953.619415 = -1174133.767780 nChanged 338 SP:Iteration 9Q (1536.098546 sec): 3 clusters Score: Raw -1177255.267462 + Penalty 2953.619415 = -1174301.648048 nChanged 297 SP:Iteration 10Q (1536.126397 sec): 3 clusters Score: Raw -1177399.939428 + Penalty 2953.619415 = -1174446.320014 nChanged 246 SP:Iteration 11Q (1536.157141 sec): 3 clusters Score: Raw -1177505.849468 + Penalty 2953.619415 = -1174552.230054 nChanged 195 SP:Iteration 12Q (1536.183021 sec): 3 clusters Score: Raw -1177580.164512 + Penalty 2953.619415 = -1174626.545098 nChanged 152 SP:Iteration 13Q (1536.208877 sec): 3 clusters Score: Raw -1177625.298687 + Penalty 2953.619415 = -1174671.679272 nChanged 119 SP:Iteration 14Q (1536.255231 sec): 3 clusters Score: Raw -1177657.465360 + Penalty 2953.619415 = -1174703.845946 nChanged 97 SP:Iteration 15Q (1536.324213 sec): 3 clusters Score: Raw -1177682.403702 + Penalty 2953.619415 = -1174728.784288 nChanged 72 SP:Iteration 16Q (1536.371183 sec): 3 clusters Score: Raw -1177696.915900 + Penalty 2953.619415 = -1174743.296486 nChanged 63 SP:Iteration 17Q (1536.400853 sec): 3 clusters Score: Raw -1177709.859988 + Penalty 2953.619415 = -1174756.240574 nChanged 49 SP:Iteration 18Q (1536.455076 sec): 3 clusters Score: Raw -1177718.562732 + Penalty 2953.619415 = -1174764.943317 nChanged 36 SP:Iteration 19Q (1536.512932 sec): 3 clusters Score: Raw -1177725.121951 + Penalty 2953.619415 = -1174771.502536 nChanged 39 SP:Iteration 20F (1536.542090 sec): 3 clusters Score: Raw -1177731.934240 + Penalty 2953.619415 = -1174778.314825 nChanged 39 SP:Iteration 21Q (1536.572107 sec): 3 clusters Score: Raw -1177739.197723 + Penalty 2953.619415 = -1174785.578309 nChanged 35 SP:Iteration 22Q (1536.603206 sec): 3 clusters Score: Raw -1177745.564977 + Penalty 2953.619415 = -1174791.945562 nChanged 33 SP:Iteration 23Q (1536.628813 sec): 3 clusters Score: Raw -1177751.197687 + Penalty 2953.619415 = -1174797.578273 nChanged 32 SP:Iteration 24Q (1536.654008 sec): 3 clusters Score: Raw -1177755.188112 + Penalty 2953.619415 = -1174801.568697 nChanged 21 SP:Iteration 25Q (1536.683262 sec): 3 clusters Score: Raw -1177758.076610 + Penalty 2953.619415 = -1174804.457196 nChanged 24 SP:Iteration 26Q (1536.716024 sec): 3 clusters Score: Raw -1177761.305877 + Penalty 2953.619415 = -1174807.686462 nChanged 20 SP:Iteration 27Q (1536.774008 sec): 3 clusters Score: Raw -1177764.097340 + Penalty 2953.619415 = -1174810.477926 nChanged 21 SP:Iteration 28Q (1536.809047 sec): 3 clusters Score: Raw -1177766.745512 + Penalty 2953.619415 = -1174813.126098 nChanged 20 SP:Iteration 29Q (1536.834965 sec): 3 clusters Score: Raw -1177769.099618 + Penalty 2953.619415 = -1174815.480203 nChanged 16 SP:Iteration 30Q (1536.860719 sec): 3 clusters Score: Raw -1177770.684518 + Penalty 2953.619415 = -1174817.065103 nChanged 9 SP:Iteration 31Q (1536.913576 sec): 3 clusters Score: Raw -1177771.800241 + Penalty 2953.619415 = -1174818.180826 nChanged 9 SP:Iteration 32Q (1536.941728 sec): 3 clusters Score: Raw -1177772.610840 + Penalty 2953.619415 = -1174818.991425 nChanged 7 SP:Iteration 33Q (1536.968253 sec): 3 clusters Score: Raw -1177773.553413 + Penalty 2953.619415 = -1174819.933999 nChanged 9 SP:Iteration 34Q (1536.993940 sec): 3 clusters Score: Raw -1177775.191109 + Penalty 2953.619415 = -1174821.571695 nChanged 16 SP:Iteration 35Q (1537.019553 sec): 3 clusters Score: Raw -1177777.179514 + Penalty 2953.619415 = -1174823.560100 nChanged 19 SP:Iteration 36Q (1537.045283 sec): 3 clusters Score: Raw -1177780.132557 + Penalty 2953.619415 = -1174826.513143 nChanged 19 SP:Iteration 37Q (1537.104545 sec): 3 clusters Score: Raw -1177782.791092 + Penalty 2953.619415 = -1174829.171678 nChanged 21 SP:Iteration 38Q (1537.157532 sec): 3 clusters Score: Raw -1177786.035130 + Penalty 2953.619415 = -1174832.415716 nChanged 18 SP:Iteration 39Q (1537.183198 sec): 3 clusters Score: Raw -1177787.896189 + Penalty 2953.619415 = -1174834.276774 nChanged 13 SP:Iteration 40F (1537.225293 sec): 3 clusters Score: Raw -1177789.216921 + Penalty 2953.619415 = -1174835.597506 nChanged 10 SP:Iteration 41Q (1537.284396 sec): 3 clusters Score: Raw -1177790.523716 + Penalty 2953.619415 = -1174836.904302 nChanged 15 SP:Iteration 42Q (1537.341865 sec): 3 clusters Score: Raw -1177792.527313 + Penalty 2953.619415 = -1174838.907898 nChanged 12 SP:Iteration 43Q (1537.398316 sec): 3 clusters Score: Raw -1177794.171355 + Penalty 2953.619415 = -1174840.551940 nChanged 9 SP:Iteration 44Q (1537.427391 sec): 3 clusters Score: Raw -1177795.087630 + Penalty 2953.619415 = -1174841.468216 nChanged 8 SP:Iteration 45Q (1537.458915 sec): 3 clusters Score: Raw -1177795.811098 + Penalty 2953.619415 = -1174842.191683 nChanged 11 SP:Iteration 46Q (1537.485882 sec): 3 clusters Score: Raw -1177796.955524 + Penalty 2953.619415 = -1174843.336109 nChanged 8 SP:Iteration 47Q (1537.512323 sec): 3 clusters Score: Raw -1177797.780269 + Penalty 2953.619415 = -1174844.160854 nChanged 8 SP:Iteration 48Q (1537.540040 sec): 3 clusters Score: Raw -1177798.667039 + Penalty 2953.619415 = -1174845.047624 nChanged 6 SP:Iteration 49Q (1537.569837 sec): 3 clusters Score: Raw -1177799.486244 + Penalty 2953.619415 = -1174845.866829 nChanged 6 SP:Iteration 50Q (1537.595310 sec): 3 clusters Score: Raw -1177800.223074 + Penalty 2953.619415 = -1174846.603659 nChanged 6 SP:Iteration 51Q (1537.648804 sec): 3 clusters Score: Raw -1177800.849218 + Penalty 2953.619415 = -1174847.229803 nChanged 6 SP:Iteration 52Q (1537.690116 sec): 3 clusters Score: Raw -1177801.490636 + Penalty 2953.619415 = -1174847.871221 nChanged 3 SP:Iteration 53Q (1537.715704 sec): 3 clusters Score: Raw -1177801.665133 + Penalty 2953.619415 = -1174848.045719 nChanged 2 SP:Iteration 54Q (1537.741267 sec): 3 clusters Score: Raw -1177801.864322 + Penalty 2953.619415 = -1174848.244908 nChanged 3 SP:Iteration 55Q (1537.802303 sec): 3 clusters Score: Raw -1177802.259669 + Penalty 2953.619415 = -1174848.640254 nChanged 3 SP:Iteration 56Q (1537.860077 sec): 3 clusters Score: Raw -1177802.541314 + Penalty 2953.619415 = -1174848.921899 nChanged 3 SP:Iteration 57Q (1537.916716 sec): 3 clusters Score: Raw -1177802.899755 + Penalty 2953.619415 = -1174849.280340 nChanged 3 SP:Iteration 58Q (1537.974130 sec): 3 clusters Score: Raw -1177803.222045 + Penalty 2953.619415 = -1174849.602630 nChanged 7 SP:Iteration 59Q (1538.026874 sec): 3 clusters Score: Raw -1177803.977603 + Penalty 2953.619415 = -1174850.358188 nChanged 5 SP:Iteration 60F (1538.094063 sec): 3 clusters Score: Raw -1177804.300468 + Penalty 2953.619415 = -1174850.681053 nChanged 4 SP:Iteration 61Q (1538.143911 sec): 3 clusters Score: Raw -1177804.768922 + Penalty 2953.619415 = -1174851.149508 nChanged 6 SP:Iteration 62Q (1538.206526 sec): 3 clusters Score: Raw -1177805.017957 + Penalty 2953.619415 = -1174851.398542 nChanged 4 SP:Iteration 63Q (1538.252112 sec): 3 clusters Score: Raw -1177805.507139 + Penalty 2953.619415 = -1174851.887724 nChanged 4 SP:Iteration 64Q (1538.319045 sec): 3 clusters Score: Raw -1177805.961276 + Penalty 2953.619415 = -1174852.341862 nChanged 5 SP:Iteration 65Q (1538.358420 sec): 3 clusters Score: Raw -1177806.414971 + Penalty 2953.619415 = -1174852.795557 nChanged 5 SP:Iteration 66Q (1538.425421 sec): 3 clusters Score: Raw -1177806.857727 + Penalty 2953.619415 = -1174853.238312 nChanged 1 SP:Iteration 67Q (1538.473093 sec): 3 clusters Score: Raw -1177806.923840 + Penalty 2953.619415 = -1174853.304426 nChanged 0 SP:Iteration 68F (1538.532675 sec): 3 clusters Score: Raw -1177806.923840 + Penalty 2953.619415 = -1174853.304426 nChanged 0 Trying to split cluster 13 (7209 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1538.554806 sec): 2 clusters Score: Raw -978400.782268 + Penalty 1443.501398 = -976957.280870 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1538.623310 sec): 3 clusters Score: Raw -974517.033649 + Penalty 2887.002795 = -971630.030853 nChanged 2988 SP:Iteration 1F (1538.669347 sec): 3 clusters Score: Raw -976196.489550 + Penalty 2887.002795 = -973309.486754 nChanged 539 SP:Iteration 2F (1538.727405 sec): 3 clusters Score: Raw -976539.081423 + Penalty 2887.002795 = -973652.078628 nChanged 506 SP:Iteration 3F (1538.776135 sec): 3 clusters Score: Raw -976958.455503 + Penalty 2887.002795 = -974071.452707 nChanged 534 SP:Iteration 4F (1538.829470 sec): 3 clusters Score: Raw -977468.451124 + Penalty 2887.002795 = -974581.448329 nChanged 558 SP:Iteration 5F (1538.884394 sec): 3 clusters Score: Raw -977954.550501 + Penalty 2887.002795 = -975067.547706 nChanged 453 SP:Iteration 6F (1538.942378 sec): 3 clusters Score: Raw -978272.082039 + Penalty 2887.002795 = -975385.079244 nChanged 333 SP:Iteration 7Q (1539.007027 sec): 3 clusters Score: Raw -978476.091156 + Penalty 2887.002795 = -975589.088360 nChanged 243 SP:Iteration 8Q (1539.050836 sec): 3 clusters Score: Raw -978619.048865 + Penalty 2887.002795 = -975732.046070 nChanged 187 SP:Iteration 9Q (1539.115789 sec): 3 clusters Score: Raw -978711.534387 + Penalty 2887.002795 = -975824.531592 nChanged 131 SP:Iteration 10Q (1539.164803 sec): 3 clusters Score: Raw -978775.662293 + Penalty 2887.002795 = -975888.659498 nChanged 103 SP:Iteration 11Q (1539.213499 sec): 3 clusters Score: Raw -978821.157096 + Penalty 2887.002795 = -975934.154301 nChanged 77 SP:Iteration 12Q (1539.267050 sec): 3 clusters Score: Raw -978853.121632 + Penalty 2887.002795 = -975966.118837 nChanged 65 SP:Iteration 13Q (1539.308055 sec): 3 clusters Score: Raw -978876.995880 + Penalty 2887.002795 = -975989.993084 nChanged 57 SP:Iteration 14Q (1539.360329 sec): 3 clusters Score: Raw -978897.983051 + Penalty 2887.002795 = -976010.980256 nChanged 50 SP:Iteration 15Q (1539.427009 sec): 3 clusters Score: Raw -978914.271733 + Penalty 2887.002795 = -976027.268938 nChanged 40 SP:Iteration 16Q (1539.477771 sec): 3 clusters Score: Raw -978927.410724 + Penalty 2887.002795 = -976040.407928 nChanged 32 SP:Iteration 17Q (1539.536398 sec): 3 clusters Score: Raw -978939.276078 + Penalty 2887.002795 = -976052.273282 nChanged 35 SP:Iteration 18Q (1539.596795 sec): 3 clusters Score: Raw -978950.471537 + Penalty 2887.002795 = -976063.468742 nChanged 34 SP:Iteration 19Q (1539.649104 sec): 3 clusters Score: Raw -978962.024053 + Penalty 2887.002795 = -976075.021258 nChanged 30 SP:Iteration 20F (1539.721115 sec): 3 clusters Score: Raw -978971.418735 + Penalty 2887.002795 = -976084.415940 nChanged 22 SP:Iteration 21Q (1539.767063 sec): 3 clusters Score: Raw -978978.214053 + Penalty 2887.002795 = -976091.211258 nChanged 10 SP:Iteration 22Q (1539.826736 sec): 3 clusters Score: Raw -978980.731455 + Penalty 2887.002795 = -976093.728660 nChanged 10 SP:Iteration 23Q (1539.887309 sec): 3 clusters Score: Raw -978983.028512 + Penalty 2887.002795 = -976096.025716 nChanged 13 SP:Iteration 24Q (1539.943688 sec): 3 clusters Score: Raw -978986.428003 + Penalty 2887.002795 = -976099.425207 nChanged 14 SP:Iteration 25Q (1540.000062 sec): 3 clusters Score: Raw -978989.378049 + Penalty 2887.002795 = -976102.375253 nChanged 15 SP:Iteration 26Q (1540.047300 sec): 3 clusters Score: Raw -978993.175476 + Penalty 2887.002795 = -976106.172680 nChanged 17 SP:Iteration 27Q (1540.119019 sec): 3 clusters Score: Raw -978998.615626 + Penalty 2887.002795 = -976111.612831 nChanged 21 SP:Iteration 28Q (1540.167355 sec): 3 clusters Score: Raw -979004.995890 + Penalty 2887.002795 = -976117.993094 nChanged 18 SP:Iteration 29Q (1540.227779 sec): 3 clusters Score: Raw -979009.873604 + Penalty 2887.002795 = -976122.870809 nChanged 16 SP:Iteration 30Q (1540.283046 sec): 3 clusters Score: Raw -979014.633865 + Penalty 2887.002795 = -976127.631069 nChanged 17 SP:Iteration 31Q (1540.343160 sec): 3 clusters Score: Raw -979019.994440 + Penalty 2887.002795 = -976132.991644 nChanged 13 SP:Iteration 32Q (1540.414991 sec): 3 clusters Score: Raw -979026.457751 + Penalty 2887.002795 = -976139.454955 nChanged 18 SP:Iteration 33Q (1540.463541 sec): 3 clusters Score: Raw -979032.044343 + Penalty 2887.002795 = -976145.041547 nChanged 14 SP:Iteration 34Q (1540.513256 sec): 3 clusters Score: Raw -979036.859484 + Penalty 2887.002795 = -976149.856689 nChanged 8 SP:Iteration 35Q (1540.572970 sec): 3 clusters Score: Raw -979038.727936 + Penalty 2887.002795 = -976151.725140 nChanged 9 SP:Iteration 36Q (1540.633620 sec): 3 clusters Score: Raw -979040.592360 + Penalty 2887.002795 = -976153.589564 nChanged 8 SP:Iteration 37Q (1540.705300 sec): 3 clusters Score: Raw -979043.783210 + Penalty 2887.002795 = -976156.780414 nChanged 7 SP:Iteration 38Q (1540.751618 sec): 3 clusters Score: Raw -979047.332034 + Penalty 2887.002795 = -976160.329238 nChanged 7 SP:Iteration 39Q (1540.811192 sec): 3 clusters Score: Raw -979049.928764 + Penalty 2887.002795 = -976162.925968 nChanged 7 SP:Iteration 40F (1540.871793 sec): 3 clusters Score: Raw -979051.740008 + Penalty 2887.002795 = -976164.737212 nChanged 6 SP:Iteration 41Q (1540.932095 sec): 3 clusters Score: Raw -979054.551226 + Penalty 2887.002795 = -976167.548430 nChanged 4 SP:Iteration 42Q (1540.992480 sec): 3 clusters Score: Raw -979055.717584 + Penalty 2887.002795 = -976168.714789 nChanged 3 SP:Iteration 43Q (1541.044972 sec): 3 clusters Score: Raw -979056.888449 + Penalty 2887.002795 = -976169.885654 nChanged 6 SP:Iteration 44Q (1541.110396 sec): 3 clusters Score: Raw -979058.962535 + Penalty 2887.002795 = -976171.959740 nChanged 4 SP:Iteration 45Q (1541.163578 sec): 3 clusters Score: Raw -979059.993453 + Penalty 2887.002795 = -976172.990658 nChanged 3 SP:Iteration 46Q (1541.201876 sec): 3 clusters Score: Raw -979061.052626 + Penalty 2887.002795 = -976174.049831 nChanged 1 SP:Iteration 47Q (1541.255306 sec): 3 clusters Score: Raw -979061.274139 + Penalty 2887.002795 = -976174.271344 nChanged 0 SP:Iteration 48F (1541.309700 sec): 3 clusters Score: Raw -979061.274139 + Penalty 2887.002795 = -976174.271344 nChanged 0 Trying to split cluster 14 (7874 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1541.341464 sec): 2 clusters Score: Raw -1046230.448789 + Penalty 1457.839739 = -1044772.609050 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1541.397057 sec): 3 clusters Score: Raw -1041920.166591 + Penalty 2915.679478 = -1039004.487113 nChanged 3276 SP:Iteration 1F (1541.453604 sec): 3 clusters Score: Raw -1043750.626015 + Penalty 2915.679478 = -1040834.946537 nChanged 460 SP:Iteration 2F (1541.491641 sec): 3 clusters Score: Raw -1043954.370738 + Penalty 2915.679478 = -1041038.691260 nChanged 376 SP:Iteration 3Q (1541.551610 sec): 3 clusters Score: Raw -1044113.143509 + Penalty 2915.679478 = -1041197.464031 nChanged 317 SP:Iteration 4Q (1541.618106 sec): 3 clusters Score: Raw -1044239.470728 + Penalty 2915.679478 = -1041323.791250 nChanged 281 SP:Iteration 5Q (1541.664479 sec): 3 clusters Score: Raw -1044357.499251 + Penalty 2915.679478 = -1041441.819772 nChanged 295 SP:Iteration 6Q (1541.708108 sec): 3 clusters Score: Raw -1044501.208713 + Penalty 2915.679478 = -1041585.529234 nChanged 292 SP:Iteration 7Q (1541.772822 sec): 3 clusters Score: Raw -1044639.036314 + Penalty 2915.679478 = -1041723.356836 nChanged 273 SP:Iteration 8Q (1541.818797 sec): 3 clusters Score: Raw -1044758.944130 + Penalty 2915.679478 = -1041843.264652 nChanged 249 SP:Iteration 9Q (1541.874272 sec): 3 clusters Score: Raw -1044869.622832 + Penalty 2915.679478 = -1041953.943353 nChanged 202 SP:Iteration 10Q (1541.930635 sec): 3 clusters Score: Raw -1044953.916465 + Penalty 2915.679478 = -1042038.236986 nChanged 180 SP:Iteration 11Q (1541.983565 sec): 3 clusters Score: Raw -1045028.459118 + Penalty 2915.679478 = -1042112.779639 nChanged 166 SP:Iteration 12Q (1542.038195 sec): 3 clusters Score: Raw -1045102.892952 + Penalty 2915.679478 = -1042187.213474 nChanged 166 SP:Iteration 13Q (1542.092635 sec): 3 clusters Score: Raw -1045183.605443 + Penalty 2915.679478 = -1042267.925965 nChanged 180 SP:Iteration 14Q (1542.147406 sec): 3 clusters Score: Raw -1045283.500153 + Penalty 2915.679478 = -1042367.820675 nChanged 189 SP:Iteration 15Q (1542.203702 sec): 3 clusters Score: Raw -1045413.017024 + Penalty 2915.679478 = -1042497.337545 nChanged 201 SP:Iteration 16Q (1542.258444 sec): 3 clusters Score: Raw -1045549.010871 + Penalty 2915.679478 = -1042633.331393 nChanged 196 SP:Iteration 17Q (1542.311567 sec): 3 clusters Score: Raw -1045686.665542 + Penalty 2915.679478 = -1042770.986064 nChanged 182 SP:Iteration 18Q (1542.366810 sec): 3 clusters Score: Raw -1045802.194054 + Penalty 2915.679478 = -1042886.514576 nChanged 148 SP:Iteration 19Q (1542.428138 sec): 3 clusters Score: Raw -1045895.193079 + Penalty 2915.679478 = -1042979.513601 nChanged 134 SP:Iteration 20F (1542.474395 sec): 3 clusters Score: Raw -1045981.726244 + Penalty 2915.679478 = -1043066.046765 nChanged 113 SP:Iteration 21Q (1542.529236 sec): 3 clusters Score: Raw -1046062.517505 + Penalty 2915.679478 = -1043146.838027 nChanged 114 SP:Iteration 22Q (1542.584022 sec): 3 clusters Score: Raw -1046131.217220 + Penalty 2915.679478 = -1043215.537742 nChanged 84 SP:Iteration 23Q (1542.630727 sec): 3 clusters Score: Raw -1046182.195866 + Penalty 2915.679478 = -1043266.516388 nChanged 83 SP:Iteration 24Q (1542.685283 sec): 3 clusters Score: Raw -1046237.327489 + Penalty 2915.679478 = -1043321.648010 nChanged 59 SP:Iteration 25Q (1542.747523 sec): 3 clusters Score: Raw -1046275.100777 + Penalty 2915.679478 = -1043359.421299 nChanged 56 SP:Iteration 26Q (1542.798697 sec): 3 clusters Score: Raw -1046314.242529 + Penalty 2915.679478 = -1043398.563050 nChanged 36 SP:Iteration 27Q (1542.843547 sec): 3 clusters Score: Raw -1046330.685859 + Penalty 2915.679478 = -1043415.006381 nChanged 22 SP:Iteration 28Q (1542.895546 sec): 3 clusters Score: Raw -1046339.717042 + Penalty 2915.679478 = -1043424.037564 nChanged 20 SP:Iteration 29Q (1542.948252 sec): 3 clusters Score: Raw -1046346.914787 + Penalty 2915.679478 = -1043431.235309 nChanged 14 SP:Iteration 30Q (1543.002726 sec): 3 clusters Score: Raw -1046352.216462 + Penalty 2915.679478 = -1043436.536984 nChanged 12 SP:Iteration 31Q (1543.055543 sec): 3 clusters Score: Raw -1046356.976225 + Penalty 2915.679478 = -1043441.296747 nChanged 10 SP:Iteration 32Q (1543.106443 sec): 3 clusters Score: Raw -1046361.626560 + Penalty 2915.679478 = -1043445.947082 nChanged 5 SP:Iteration 33Q (1543.160706 sec): 3 clusters Score: Raw -1046363.915986 + Penalty 2915.679478 = -1043448.236508 nChanged 5 SP:Iteration 34Q (1543.223957 sec): 3 clusters Score: Raw -1046365.145247 + Penalty 2915.679478 = -1043449.465768 nChanged 4 SP:Iteration 35Q (1543.267076 sec): 3 clusters Score: Raw -1046366.768839 + Penalty 2915.679478 = -1043451.089361 nChanged 4 SP:Iteration 36Q (1543.325902 sec): 3 clusters Score: Raw -1046367.628480 + Penalty 2915.679478 = -1043451.949001 nChanged 0 SP:Iteration 37F (1543.371633 sec): 3 clusters Score: Raw -1046367.628480 + Penalty 2915.679478 = -1043451.949001 nChanged 0 Trying to split cluster 15 (57752 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1543.470487 sec): 2 clusters Score: Raw -7495727.260850 + Penalty 1781.635905 = -7493945.624945 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1543.610905 sec): 3 clusters Score: Raw -7458738.273796 + Penalty 3563.271809 = -7455175.001986 nChanged 27244 SP:Iteration 1F (1543.737863 sec): 3 clusters Score: Raw -7474470.660471 + Penalty 3563.271809 = -7470907.388661 nChanged 2753 SP:Iteration 2Q (1543.849838 sec): 3 clusters Score: Raw -7475503.857727 + Penalty 3563.271809 = -7471940.585918 nChanged 2975 SP:Iteration 3F (1543.963340 sec): 3 clusters Score: Raw -7476869.581102 + Penalty 3563.271809 = -7473306.309293 nChanged 3418 SP:Iteration 4F (1544.067909 sec): 3 clusters Score: Raw -7478746.242460 + Penalty 3563.271809 = -7475182.970650 nChanged 3978 SP:Iteration 5F (1544.175460 sec): 3 clusters Score: Raw -7481496.342253 + Penalty 3563.271809 = -7477933.070444 nChanged 4363 SP:Iteration 6F (1544.281094 sec): 3 clusters Score: Raw -7485080.616588 + Penalty 3563.271809 = -7481517.344779 nChanged 3947 SP:Iteration 7F (1544.388633 sec): 3 clusters Score: Raw -7488557.289224 + Penalty 3563.271809 = -7484994.017415 nChanged 3038 SP:Iteration 8F (1544.498772 sec): 3 clusters Score: Raw -7490915.719990 + Penalty 3563.271809 = -7487352.448181 nChanged 2169 SP:Iteration 9Q (1544.605041 sec): 3 clusters Score: Raw -7492186.956786 + Penalty 3563.271809 = -7488623.684976 nChanged 1437 SP:Iteration 10Q (1544.712802 sec): 3 clusters Score: Raw -7492875.893544 + Penalty 3563.271809 = -7489312.621734 nChanged 1032 SP:Iteration 11Q (1544.824689 sec): 3 clusters Score: Raw -7493283.573359 + Penalty 3563.271809 = -7489720.301549 nChanged 787 SP:Iteration 12Q (1544.949431 sec): 3 clusters Score: Raw -7493581.523254 + Penalty 3563.271809 = -7490018.251444 nChanged 650 SP:Iteration 13Q (1545.055537 sec): 3 clusters Score: Raw -7493822.784334 + Penalty 3563.271809 = -7490259.512525 nChanged 604 SP:Iteration 14Q (1545.151685 sec): 3 clusters Score: Raw -7494041.483163 + Penalty 3563.271809 = -7490478.211353 nChanged 554 SP:Iteration 15Q (1545.250599 sec): 3 clusters Score: Raw -7494231.621630 + Penalty 3563.271809 = -7490668.349821 nChanged 505 SP:Iteration 16Q (1545.347324 sec): 3 clusters Score: Raw -7494406.625820 + Penalty 3563.271809 = -7490843.354010 nChanged 441 SP:Iteration 17Q (1545.441672 sec): 3 clusters Score: Raw -7494560.057601 + Penalty 3563.271809 = -7490996.785791 nChanged 414 SP:Iteration 18Q (1545.535230 sec): 3 clusters Score: Raw -7494697.202782 + Penalty 3563.271809 = -7491133.930972 nChanged 353 SP:Iteration 19Q (1545.630769 sec): 3 clusters Score: Raw -7494815.233630 + Penalty 3563.271809 = -7491251.961820 nChanged 359 SP:Iteration 20F (1545.771886 sec): 3 clusters Score: Raw -7494941.502495 + Penalty 3563.271809 = -7491378.230686 nChanged 322 SP:Iteration 21Q (1545.890014 sec): 3 clusters Score: Raw -7495051.633928 + Penalty 3563.271809 = -7491488.362118 nChanged 299 SP:Iteration 22Q (1546.009429 sec): 3 clusters Score: Raw -7495159.459246 + Penalty 3563.271809 = -7491596.187437 nChanged 255 SP:Iteration 23Q (1546.130075 sec): 3 clusters Score: Raw -7495275.249591 + Penalty 3563.271809 = -7491711.977782 nChanged 273 SP:Iteration 24Q (1546.249245 sec): 3 clusters Score: Raw -7495420.836527 + Penalty 3563.271809 = -7491857.564717 nChanged 281 SP:Iteration 25Q (1546.373532 sec): 3 clusters Score: Raw -7495610.406595 + Penalty 3563.271809 = -7492047.134786 nChanged 303 SP:Iteration 26Q (1546.496956 sec): 3 clusters Score: Raw -7495836.491416 + Penalty 3563.271809 = -7492273.219607 nChanged 275 SP:Iteration 27Q (1546.617042 sec): 3 clusters Score: Raw -7496045.283773 + Penalty 3563.271809 = -7492482.011963 nChanged 279 SP:Iteration 28Q (1546.739111 sec): 3 clusters Score: Raw -7496241.993420 + Penalty 3563.271809 = -7492678.721611 nChanged 293 SP:Iteration 29Q (1546.851227 sec): 3 clusters Score: Raw -7496433.212225 + Penalty 3563.271809 = -7492869.940415 nChanged 265 SP:Iteration 30Q (1546.968500 sec): 3 clusters Score: Raw -7496579.406285 + Penalty 3563.271809 = -7493016.134475 nChanged 222 SP:Iteration 31Q (1547.088052 sec): 3 clusters Score: Raw -7496685.571252 + Penalty 3563.271809 = -7493122.299443 nChanged 212 SP:Iteration 32Q (1547.207343 sec): 3 clusters Score: Raw -7496767.319091 + Penalty 3563.271809 = -7493204.047281 nChanged 170 SP:Iteration 33Q (1547.327168 sec): 3 clusters Score: Raw -7496822.363442 + Penalty 3563.271809 = -7493259.091632 nChanged 154 SP:Iteration 34Q (1547.447757 sec): 3 clusters Score: Raw -7496864.626929 + Penalty 3563.271809 = -7493301.355119 nChanged 117 SP:Iteration 35Q (1547.567102 sec): 3 clusters Score: Raw -7496890.274671 + Penalty 3563.271809 = -7493327.002862 nChanged 83 SP:Iteration 36Q (1547.682165 sec): 3 clusters Score: Raw -7496905.786007 + Penalty 3563.271809 = -7493342.514198 nChanged 70 SP:Iteration 37Q (1547.795610 sec): 3 clusters Score: Raw -7496919.435614 + Penalty 3563.271809 = -7493356.163805 nChanged 67 SP:Iteration 38Q (1547.906874 sec): 3 clusters Score: Raw -7496931.210654 + Penalty 3563.271809 = -7493367.938845 nChanged 57 SP:Iteration 39Q (1548.021341 sec): 3 clusters Score: Raw -7496939.855037 + Penalty 3563.271809 = -7493376.583227 nChanged 51 SP:Iteration 40F (1548.157809 sec): 3 clusters Score: Raw -7496960.604787 + Penalty 3563.271809 = -7493397.332978 nChanged 62 SP:Iteration 41Q (1548.277805 sec): 3 clusters Score: Raw -7496973.314931 + Penalty 3563.271809 = -7493410.043122 nChanged 66 SP:Iteration 42Q (1548.398120 sec): 3 clusters Score: Raw -7496985.102230 + Penalty 3563.271809 = -7493421.830420 nChanged 58 SP:Iteration 43Q (1548.512819 sec): 3 clusters Score: Raw -7496995.961645 + Penalty 3563.271809 = -7493432.689836 nChanged 52 SP:Iteration 44Q (1548.627326 sec): 3 clusters Score: Raw -7497004.112727 + Penalty 3563.271809 = -7493440.840917 nChanged 50 SP:Iteration 45Q (1548.738131 sec): 3 clusters Score: Raw -7497012.195362 + Penalty 3563.271809 = -7493448.923552 nChanged 63 SP:Iteration 46Q (1548.849681 sec): 3 clusters Score: Raw -7497021.409433 + Penalty 3563.271809 = -7493458.137623 nChanged 56 SP:Iteration 47Q (1548.959521 sec): 3 clusters Score: Raw -7497031.006698 + Penalty 3563.271809 = -7493467.734888 nChanged 58 SP:Iteration 48Q (1549.080663 sec): 3 clusters Score: Raw -7497040.418249 + Penalty 3563.271809 = -7493477.146439 nChanged 51 SP:Iteration 49Q (1549.200808 sec): 3 clusters Score: Raw -7497047.942416 + Penalty 3563.271809 = -7493484.670607 nChanged 50 SP:Iteration 50Q (1549.316785 sec): 3 clusters Score: Raw -7497056.004980 + Penalty 3563.271809 = -7493492.733171 nChanged 59 SP:Iteration 51Q (1549.437118 sec): 3 clusters Score: Raw -7497065.822667 + Penalty 3563.271809 = -7493502.550857 nChanged 61 SP:Iteration 52Q (1549.554287 sec): 3 clusters Score: Raw -7497075.018275 + Penalty 3563.271809 = -7493511.746466 nChanged 61 SP:Iteration 53Q (1549.667686 sec): 3 clusters Score: Raw -7497084.860832 + Penalty 3563.271809 = -7493521.589023 nChanged 60 SP:Iteration 54Q (1549.779215 sec): 3 clusters Score: Raw -7497093.144777 + Penalty 3563.271809 = -7493529.872967 nChanged 50 SP:Iteration 55Q (1549.887147 sec): 3 clusters Score: Raw -7497099.906299 + Penalty 3563.271809 = -7493536.634489 nChanged 56 SP:Iteration 56Q (1550.002441 sec): 3 clusters Score: Raw -7497106.724986 + Penalty 3563.271809 = -7493543.453177 nChanged 46 SP:Iteration 57Q (1550.112845 sec): 3 clusters Score: Raw -7497112.265467 + Penalty 3563.271809 = -7493548.993658 nChanged 42 SP:Iteration 58Q (1550.196416 sec): 3 clusters Score: Raw -7497117.833942 + Penalty 3563.271809 = -7493554.562132 nChanged 41 SP:Iteration 59Q (1550.280865 sec): 3 clusters Score: Raw -7497122.938413 + Penalty 3563.271809 = -7493559.666604 nChanged 34 SP:Iteration 60F (1550.393016 sec): 3 clusters Score: Raw -7497126.334624 + Penalty 3563.271809 = -7493563.062814 nChanged 29 SP:Iteration 61Q (1550.478298 sec): 3 clusters Score: Raw -7497129.949671 + Penalty 3563.271809 = -7493566.677862 nChanged 32 SP:Iteration 62Q (1550.564795 sec): 3 clusters Score: Raw -7497133.369210 + Penalty 3563.271809 = -7493570.097401 nChanged 29 SP:Iteration 63Q (1550.648505 sec): 3 clusters Score: Raw -7497136.026976 + Penalty 3563.271809 = -7493572.755167 nChanged 31 SP:Iteration 64Q (1550.733362 sec): 3 clusters Score: Raw -7497138.626264 + Penalty 3563.271809 = -7493575.354455 nChanged 21 SP:Iteration 65Q (1550.851627 sec): 3 clusters Score: Raw -7497140.447790 + Penalty 3563.271809 = -7493577.175980 nChanged 23 SP:Iteration 66Q (1550.970144 sec): 3 clusters Score: Raw -7497142.163916 + Penalty 3563.271809 = -7493578.892107 nChanged 19 SP:Iteration 67Q (1551.083812 sec): 3 clusters Score: Raw -7497143.497976 + Penalty 3563.271809 = -7493580.226166 nChanged 13 SP:Iteration 68Q (1551.196111 sec): 3 clusters Score: Raw -7497144.526047 + Penalty 3563.271809 = -7493581.254237 nChanged 8 SP:Iteration 69Q (1551.312434 sec): 3 clusters Score: Raw -7497144.951607 + Penalty 3563.271809 = -7493581.679798 nChanged 4 SP:Iteration 70Q (1551.427480 sec): 3 clusters Score: Raw -7497145.127768 + Penalty 3563.271809 = -7493581.855959 nChanged 3 SP:Iteration 71Q (1551.536765 sec): 3 clusters Score: Raw -7497145.379792 + Penalty 3563.271809 = -7493582.107982 nChanged 6 SP:Iteration 72Q (1551.640372 sec): 3 clusters Score: Raw -7497145.826040 + Penalty 3563.271809 = -7493582.554231 nChanged 5 SP:Iteration 73Q (1551.748474 sec): 3 clusters Score: Raw -7497146.033514 + Penalty 3563.271809 = -7493582.761705 nChanged 3 SP:Iteration 74Q (1551.874696 sec): 3 clusters Score: Raw -7497146.205598 + Penalty 3563.271809 = -7493582.933789 nChanged 5 SP:Iteration 75Q (1551.960965 sec): 3 clusters Score: Raw -7497146.625822 + Penalty 3563.271809 = -7493583.354013 nChanged 9 SP:Iteration 76Q (1552.053187 sec): 3 clusters Score: Raw -7497147.293882 + Penalty 3563.271809 = -7493584.022072 nChanged 10 SP:Iteration 77Q (1552.139448 sec): 3 clusters Score: Raw -7497148.093603 + Penalty 3563.271809 = -7493584.821794 nChanged 10 SP:Iteration 78Q (1552.226118 sec): 3 clusters Score: Raw -7497148.499700 + Penalty 3563.271809 = -7493585.227890 nChanged 7 SP:Iteration 79Q (1552.311209 sec): 3 clusters Score: Raw -7497148.896566 + Penalty 3563.271809 = -7493585.624757 nChanged 9 SP:Iteration 80F (1552.422216 sec): 3 clusters Score: Raw -7497149.482871 + Penalty 3563.271809 = -7493586.211062 nChanged 7 SP:Iteration 81Q (1552.544689 sec): 3 clusters Score: Raw -7497149.887727 + Penalty 3563.271809 = -7493586.615918 nChanged 6 SP:Iteration 82Q (1552.667294 sec): 3 clusters Score: Raw -7497150.166021 + Penalty 3563.271809 = -7493586.894212 nChanged 2 SP:Iteration 83Q (1552.779412 sec): 3 clusters Score: Raw -7497150.266152 + Penalty 3563.271809 = -7493586.994342 nChanged 0 SP:Iteration 84F (1552.909477 sec): 3 clusters Score: Raw -7497150.266152 + Penalty 3563.271809 = -7493586.994342 nChanged 0 Trying to split cluster 16 (39642 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1552.966946 sec): 2 clusters Score: Raw -4879813.937010 + Penalty 1720.492222 = -4878093.444788 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1553.073666 sec): 3 clusters Score: Raw -4855069.044691 + Penalty 3440.984443 = -4851628.060247 nChanged 18556 SP:Iteration 1F (1553.176639 sec): 3 clusters Score: Raw -4865976.290207 + Penalty 3440.984443 = -4862535.305763 nChanged 2301 SP:Iteration 2F (1553.282452 sec): 3 clusters Score: Raw -4867044.027641 + Penalty 3440.984443 = -4863603.043197 nChanged 2558 SP:Iteration 3F (1553.391372 sec): 3 clusters Score: Raw -4868427.087504 + Penalty 3440.984443 = -4864986.103060 nChanged 2775 SP:Iteration 4F (1553.488018 sec): 3 clusters Score: Raw -4870171.808358 + Penalty 3440.984443 = -4866730.823915 nChanged 2863 SP:Iteration 5F (1553.596096 sec): 3 clusters Score: Raw -4872217.937196 + Penalty 3440.984443 = -4868776.952752 nChanged 2632 SP:Iteration 6F (1553.695440 sec): 3 clusters Score: Raw -4874278.520707 + Penalty 3440.984443 = -4870837.536264 nChanged 2256 SP:Iteration 7F (1553.804642 sec): 3 clusters Score: Raw -4876160.741457 + Penalty 3440.984443 = -4872719.757014 nChanged 1683 SP:Iteration 8Q (1553.905374 sec): 3 clusters Score: Raw -4877609.040504 + Penalty 3440.984443 = -4874168.056061 nChanged 1182 SP:Iteration 9Q (1554.015547 sec): 3 clusters Score: Raw -4878596.959219 + Penalty 3440.984443 = -4875155.974776 nChanged 816 SP:Iteration 10Q (1554.123187 sec): 3 clusters Score: Raw -4879263.276236 + Penalty 3440.984443 = -4875822.291792 nChanged 515 SP:Iteration 11Q (1554.223216 sec): 3 clusters Score: Raw -4879623.686973 + Penalty 3440.984443 = -4876182.702530 nChanged 340 SP:Iteration 12Q (1554.323257 sec): 3 clusters Score: Raw -4879847.225237 + Penalty 3440.984443 = -4876406.240793 nChanged 264 SP:Iteration 13Q (1554.423318 sec): 3 clusters Score: Raw -4880019.743135 + Penalty 3440.984443 = -4876578.758692 nChanged 186 SP:Iteration 14Q (1554.523021 sec): 3 clusters Score: Raw -4880139.937315 + Penalty 3440.984443 = -4876698.952872 nChanged 133 SP:Iteration 15Q (1554.621439 sec): 3 clusters Score: Raw -4880212.798010 + Penalty 3440.984443 = -4876771.813566 nChanged 90 SP:Iteration 16Q (1554.711085 sec): 3 clusters Score: Raw -4880287.933462 + Penalty 3440.984443 = -4876846.949019 nChanged 89 SP:Iteration 17Q (1554.807730 sec): 3 clusters Score: Raw -4880367.208048 + Penalty 3440.984443 = -4876926.223604 nChanged 87 SP:Iteration 18Q (1554.904438 sec): 3 clusters Score: Raw -4880436.524060 + Penalty 3440.984443 = -4876995.539617 nChanged 77 SP:Iteration 19Q (1555.000561 sec): 3 clusters Score: Raw -4880503.303119 + Penalty 3440.984443 = -4877062.318676 nChanged 80 SP:Iteration 20F (1555.108925 sec): 3 clusters Score: Raw -4880567.361188 + Penalty 3440.984443 = -4877126.376745 nChanged 59 SP:Iteration 21Q (1555.202956 sec): 3 clusters Score: Raw -4880610.890815 + Penalty 3440.984443 = -4877169.906372 nChanged 44 SP:Iteration 22Q (1555.298517 sec): 3 clusters Score: Raw -4880632.327683 + Penalty 3440.984443 = -4877191.343240 nChanged 38 SP:Iteration 23Q (1555.389705 sec): 3 clusters Score: Raw -4880656.433158 + Penalty 3440.984443 = -4877215.448715 nChanged 37 SP:Iteration 24Q (1555.485222 sec): 3 clusters Score: Raw -4880675.252607 + Penalty 3440.984443 = -4877234.268164 nChanged 28 SP:Iteration 25Q (1555.564529 sec): 3 clusters Score: Raw -4880688.789390 + Penalty 3440.984443 = -4877247.804946 nChanged 25 SP:Iteration 26Q (1555.648266 sec): 3 clusters Score: Raw -4880699.297347 + Penalty 3440.984443 = -4877258.312904 nChanged 21 SP:Iteration 27Q (1555.743259 sec): 3 clusters Score: Raw -4880708.042198 + Penalty 3440.984443 = -4877267.057754 nChanged 16 SP:Iteration 28Q (1555.831347 sec): 3 clusters Score: Raw -4880714.151528 + Penalty 3440.984443 = -4877273.167085 nChanged 14 SP:Iteration 29Q (1555.918868 sec): 3 clusters Score: Raw -4880721.134522 + Penalty 3440.984443 = -4877280.150078 nChanged 12 SP:Iteration 30Q (1556.013548 sec): 3 clusters Score: Raw -4880725.580510 + Penalty 3440.984443 = -4877284.596067 nChanged 5 SP:Iteration 31Q (1556.095890 sec): 3 clusters Score: Raw -4880727.415136 + Penalty 3440.984443 = -4877286.430692 nChanged 3 SP:Iteration 32Q (1556.164922 sec): 3 clusters Score: Raw -4880728.192850 + Penalty 3440.984443 = -4877287.208407 nChanged 2 SP:Iteration 33Q (1556.223318 sec): 3 clusters Score: Raw -4880729.005769 + Penalty 3440.984443 = -4877288.021326 nChanged 2 SP:Iteration 34Q (1556.281691 sec): 3 clusters Score: Raw -4880729.361012 + Penalty 3440.984443 = -4877288.376569 nChanged 1 SP:Iteration 35Q (1556.344353 sec): 3 clusters Score: Raw -4880729.472593 + Penalty 3440.984443 = -4877288.488149 nChanged 0 SP:Iteration 36F (1556.450664 sec): 3 clusters Score: Raw -4880729.472593 + Penalty 3440.984443 = -4877288.488149 nChanged 0 Trying to split cluster 17 (5465 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1556.474818 sec): 2 clusters Score: Raw -699842.257627 + Penalty 1398.494403 = -698443.763224 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1556.497364 sec): 3 clusters Score: Raw -696954.223565 + Penalty 2796.988805 = -694157.234759 nChanged 2218 SP:Iteration 1F (1556.524710 sec): 3 clusters Score: Raw -698135.556168 + Penalty 2796.988805 = -695338.567362 nChanged 437 SP:Iteration 2F (1556.546163 sec): 3 clusters Score: Raw -698399.704351 + Penalty 2796.988805 = -695602.715546 nChanged 341 SP:Iteration 3F (1556.572683 sec): 3 clusters Score: Raw -698604.034309 + Penalty 2796.988805 = -695807.045503 nChanged 291 SP:Iteration 4F (1556.594116 sec): 3 clusters Score: Raw -698800.324901 + Penalty 2796.988805 = -696003.336096 nChanged 287 SP:Iteration 5F (1556.620739 sec): 3 clusters Score: Raw -698986.477406 + Penalty 2796.988805 = -696189.488601 nChanged 265 SP:Iteration 6Q (1556.642301 sec): 3 clusters Score: Raw -699198.746069 + Penalty 2796.988805 = -696401.757264 nChanged 290 SP:Iteration 7F (1556.668824 sec): 3 clusters Score: Raw -699461.552500 + Penalty 2796.988805 = -696664.563695 nChanged 254 SP:Iteration 8Q (1556.695966 sec): 3 clusters Score: Raw -699732.697850 + Penalty 2796.988805 = -696935.709044 nChanged 263 SP:Iteration 9Q (1556.717348 sec): 3 clusters Score: Raw -699968.990264 + Penalty 2796.988805 = -697172.001459 nChanged 224 SP:Iteration 10Q (1556.771846 sec): 3 clusters Score: Raw -700112.756198 + Penalty 2796.988805 = -697315.767393 nChanged 166 SP:Iteration 11Q (1556.814983 sec): 3 clusters Score: Raw -700184.396281 + Penalty 2796.988805 = -697387.407476 nChanged 124 SP:Iteration 12Q (1556.835998 sec): 3 clusters Score: Raw -700226.942958 + Penalty 2796.988805 = -697429.954152 nChanged 114 SP:Iteration 13Q (1556.863210 sec): 3 clusters Score: Raw -700263.890024 + Penalty 2796.988805 = -697466.901219 nChanged 84 SP:Iteration 14Q (1556.884769 sec): 3 clusters Score: Raw -700290.630305 + Penalty 2796.988805 = -697493.641500 nChanged 79 SP:Iteration 15Q (1556.905813 sec): 3 clusters Score: Raw -700316.775287 + Penalty 2796.988805 = -697519.786481 nChanged 93 SP:Iteration 16Q (1556.927529 sec): 3 clusters Score: Raw -700349.880551 + Penalty 2796.988805 = -697552.891746 nChanged 97 SP:Iteration 17Q (1556.979567 sec): 3 clusters Score: Raw -700383.251982 + Penalty 2796.988805 = -697586.263177 nChanged 83 SP:Iteration 18Q (1557.030166 sec): 3 clusters Score: Raw -700411.467861 + Penalty 2796.988805 = -697614.479056 nChanged 75 SP:Iteration 19Q (1557.087421 sec): 3 clusters Score: Raw -700436.534064 + Penalty 2796.988805 = -697639.545259 nChanged 67 SP:Iteration 20F (1557.137025 sec): 3 clusters Score: Raw -700458.523845 + Penalty 2796.988805 = -697661.535040 nChanged 73 SP:Iteration 21Q (1557.190487 sec): 3 clusters Score: Raw -700488.681374 + Penalty 2796.988805 = -697691.692569 nChanged 86 SP:Iteration 22Q (1557.239809 sec): 3 clusters Score: Raw -700523.046284 + Penalty 2796.988805 = -697726.057478 nChanged 87 SP:Iteration 23Q (1557.293305 sec): 3 clusters Score: Raw -700560.176182 + Penalty 2796.988805 = -697763.187377 nChanged 88 SP:Iteration 24Q (1557.347699 sec): 3 clusters Score: Raw -700592.165137 + Penalty 2796.988805 = -697795.176332 nChanged 74 SP:Iteration 25Q (1557.403153 sec): 3 clusters Score: Raw -700622.537480 + Penalty 2796.988805 = -697825.548675 nChanged 71 SP:Iteration 26Q (1557.453619 sec): 3 clusters Score: Raw -700658.332497 + Penalty 2796.988805 = -697861.343692 nChanged 78 SP:Iteration 27Q (1557.498914 sec): 3 clusters Score: Raw -700700.458210 + Penalty 2796.988805 = -697903.469405 nChanged 73 SP:Iteration 28Q (1557.549241 sec): 3 clusters Score: Raw -700733.967729 + Penalty 2796.988805 = -697936.978924 nChanged 58 SP:Iteration 29Q (1557.606343 sec): 3 clusters Score: Raw -700757.409802 + Penalty 2796.988805 = -697960.420997 nChanged 48 SP:Iteration 30Q (1557.647860 sec): 3 clusters Score: Raw -700780.034039 + Penalty 2796.988805 = -697983.045234 nChanged 49 SP:Iteration 31Q (1557.697790 sec): 3 clusters Score: Raw -700800.246107 + Penalty 2796.988805 = -698003.257301 nChanged 48 SP:Iteration 32Q (1557.756520 sec): 3 clusters Score: Raw -700822.706582 + Penalty 2796.988805 = -698025.717777 nChanged 53 SP:Iteration 33Q (1557.799606 sec): 3 clusters Score: Raw -700847.465448 + Penalty 2796.988805 = -698050.476643 nChanged 40 SP:Iteration 34Q (1557.850500 sec): 3 clusters Score: Raw -700860.745186 + Penalty 2796.988805 = -698063.756381 nChanged 24 SP:Iteration 35Q (1557.897948 sec): 3 clusters Score: Raw -700868.295719 + Penalty 2796.988805 = -698071.306914 nChanged 14 SP:Iteration 36Q (1557.947733 sec): 3 clusters Score: Raw -700871.515017 + Penalty 2796.988805 = -698074.526212 nChanged 10 SP:Iteration 37Q (1558.006208 sec): 3 clusters Score: Raw -700874.511623 + Penalty 2796.988805 = -698077.522818 nChanged 12 SP:Iteration 38Q (1558.056395 sec): 3 clusters Score: Raw -700877.291030 + Penalty 2796.988805 = -698080.302225 nChanged 5 SP:Iteration 39Q (1558.093179 sec): 3 clusters Score: Raw -700878.924899 + Penalty 2796.988805 = -698081.936094 nChanged 3 SP:Iteration 40F (1558.147745 sec): 3 clusters Score: Raw -700880.137460 + Penalty 2796.988805 = -698083.148655 nChanged 6 SP:Iteration 41Q (1558.193488 sec): 3 clusters Score: Raw -700882.062219 + Penalty 2796.988805 = -698085.073413 nChanged 4 SP:Iteration 42Q (1558.253689 sec): 3 clusters Score: Raw -700883.433681 + Penalty 2796.988805 = -698086.444875 nChanged 2 SP:Iteration 43Q (1558.295148 sec): 3 clusters Score: Raw -700883.815396 + Penalty 2796.988805 = -698086.826591 nChanged 0 SP:Iteration 44F (1558.345267 sec): 3 clusters Score: Raw -700883.815396 + Penalty 2796.988805 = -698086.826591 nChanged 0 Trying to split cluster 18 (404 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1558.370318 sec): 2 clusters Score: Raw -43459.970936 + Penalty 975.229918 = -42484.741018 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1558.419681 sec): 3 clusters Score: Raw -43524.592426 + Penalty 1950.459835 = -41574.132591 nChanged 107 SP:Iteration 1F (1558.466236 sec): 3 clusters Score: Raw -43683.086937 + Penalty 1950.459835 = -41732.627102 nChanged 26 SP:Iteration 2F (1558.513585 sec): 3 clusters Score: Raw -43737.851432 + Penalty 1950.459835 = -41787.391596 nChanged 13 SP:Iteration 3Q (1558.560323 sec): 3 clusters Score: Raw -43760.107914 + Penalty 1950.459835 = -41809.648079 nChanged 10 SP:Iteration 4Q (1558.604367 sec): 3 clusters Score: Raw -43792.328070 + Penalty 1950.459835 = -41841.868234 nChanged 13 SP:Iteration 5Q (1558.646883 sec): 3 clusters Score: Raw -43815.587137 + Penalty 1950.459835 = -41865.127301 nChanged 9 SP:Iteration 6Q (1558.693579 sec): 3 clusters Score: Raw -43842.443582 + Penalty 1950.459835 = -41891.983747 nChanged 8 SP:Iteration 7Q (1558.737216 sec): 3 clusters Score: Raw -43857.181765 + Penalty 1950.459835 = -41906.721930 nChanged 4 SP:Iteration 8Q (1558.783492 sec): 3 clusters Score: Raw -43865.114252 + Penalty 1950.459835 = -41914.654417 nChanged 3 SP:Iteration 9Q (1558.827253 sec): 3 clusters Score: Raw -43868.909345 + Penalty 1950.459835 = -41918.449509 nChanged 2 SP:Iteration 10Q (1558.873485 sec): 3 clusters Score: Raw -43871.999041 + Penalty 1950.459835 = -41921.539206 nChanged 1 SP:Iteration 11Q (1558.917839 sec): 3 clusters Score: Raw -43872.542885 + Penalty 1950.459835 = -41922.083050 nChanged 0 SP:Iteration 12F (1558.961799 sec): 3 clusters Score: Raw -43872.542885 + Penalty 1950.459835 = -41922.083050 nChanged 0 Trying to split cluster 19 (9673 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1558.999060 sec): 2 clusters Score: Raw -1208201.747997 + Penalty 1491.277739 = -1206710.470258 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1559.062661 sec): 3 clusters Score: Raw -1202799.383391 + Penalty 2982.555478 = -1199816.827913 nChanged 4191 SP:Iteration 1F (1559.126242 sec): 3 clusters Score: Raw -1205158.883439 + Penalty 2982.555478 = -1202176.327961 nChanged 671 SP:Iteration 2F (1559.192058 sec): 3 clusters Score: Raw -1205525.042808 + Penalty 2982.555478 = -1202542.487330 nChanged 615 SP:Iteration 3F (1559.237394 sec): 3 clusters Score: Raw -1205876.239171 + Penalty 2982.555478 = -1202893.683693 nChanged 565 SP:Iteration 4F (1559.289436 sec): 3 clusters Score: Raw -1206232.307695 + Penalty 2982.555478 = -1203249.752217 nChanged 532 SP:Iteration 5F (1559.352851 sec): 3 clusters Score: Raw -1206593.905098 + Penalty 2982.555478 = -1203611.349620 nChanged 500 SP:Iteration 6F (1559.422636 sec): 3 clusters Score: Raw -1206935.833214 + Penalty 2982.555478 = -1203953.277736 nChanged 459 SP:Iteration 7Q (1559.471776 sec): 3 clusters Score: Raw -1207285.551158 + Penalty 2982.555478 = -1204302.995681 nChanged 428 SP:Iteration 8Q (1559.531489 sec): 3 clusters Score: Raw -1207642.138000 + Penalty 2982.555478 = -1204659.582522 nChanged 365 SP:Iteration 9Q (1559.586702 sec): 3 clusters Score: Raw -1207961.993338 + Penalty 2982.555478 = -1204979.437860 nChanged 254 SP:Iteration 10Q (1559.655141 sec): 3 clusters Score: Raw -1208165.294033 + Penalty 2982.555478 = -1205182.738556 nChanged 170 SP:Iteration 11Q (1559.702033 sec): 3 clusters Score: Raw -1208300.418274 + Penalty 2982.555478 = -1205317.862796 nChanged 97 SP:Iteration 12Q (1559.742170 sec): 3 clusters Score: Raw -1208381.043332 + Penalty 2982.555478 = -1205398.487854 nChanged 70 SP:Iteration 13Q (1559.805564 sec): 3 clusters Score: Raw -1208438.383149 + Penalty 2982.555478 = -1205455.827671 nChanged 50 SP:Iteration 14Q (1559.868574 sec): 3 clusters Score: Raw -1208471.217522 + Penalty 2982.555478 = -1205488.662044 nChanged 36 SP:Iteration 15Q (1559.932589 sec): 3 clusters Score: Raw -1208497.556976 + Penalty 2982.555478 = -1205515.001498 nChanged 30 SP:Iteration 16Q (1559.994182 sec): 3 clusters Score: Raw -1208520.155949 + Penalty 2982.555478 = -1205537.600471 nChanged 22 SP:Iteration 17Q (1560.042683 sec): 3 clusters Score: Raw -1208535.152494 + Penalty 2982.555478 = -1205552.597016 nChanged 14 SP:Iteration 18Q (1560.104776 sec): 3 clusters Score: Raw -1208542.359731 + Penalty 2982.555478 = -1205559.804253 nChanged 9 SP:Iteration 19Q (1560.158913 sec): 3 clusters Score: Raw -1208551.581774 + Penalty 2982.555478 = -1205569.026296 nChanged 14 SP:Iteration 20F (1560.224742 sec): 3 clusters Score: Raw -1208563.229534 + Penalty 2982.555478 = -1205580.674056 nChanged 14 SP:Iteration 21Q (1560.287516 sec): 3 clusters Score: Raw -1208576.825577 + Penalty 2982.555478 = -1205594.270100 nChanged 10 SP:Iteration 22Q (1560.349470 sec): 3 clusters Score: Raw -1208585.261732 + Penalty 2982.555478 = -1205602.706254 nChanged 8 SP:Iteration 23Q (1560.411234 sec): 3 clusters Score: Raw -1208591.780038 + Penalty 2982.555478 = -1205609.224560 nChanged 14 SP:Iteration 24Q (1560.474288 sec): 3 clusters Score: Raw -1208601.986767 + Penalty 2982.555478 = -1205619.431289 nChanged 10 SP:Iteration 25Q (1560.535444 sec): 3 clusters Score: Raw -1208608.558196 + Penalty 2982.555478 = -1205626.002718 nChanged 9 SP:Iteration 26Q (1560.602836 sec): 3 clusters Score: Raw -1208613.090918 + Penalty 2982.555478 = -1205630.535440 nChanged 4 SP:Iteration 27Q (1560.655351 sec): 3 clusters Score: Raw -1208616.310545 + Penalty 2982.555478 = -1205633.755067 nChanged 6 SP:Iteration 28Q (1560.697838 sec): 3 clusters Score: Raw -1208622.151881 + Penalty 2982.555478 = -1205639.596403 nChanged 5 SP:Iteration 29Q (1560.757799 sec): 3 clusters Score: Raw -1208626.182796 + Penalty 2982.555478 = -1205643.627318 nChanged 6 SP:Iteration 30Q (1560.818627 sec): 3 clusters Score: Raw -1208628.458970 + Penalty 2982.555478 = -1205645.903492 nChanged 3 SP:Iteration 31Q (1560.891090 sec): 3 clusters Score: Raw -1208629.665836 + Penalty 2982.555478 = -1205647.110358 nChanged 3 SP:Iteration 32Q (1560.935063 sec): 3 clusters Score: Raw -1208630.918639 + Penalty 2982.555478 = -1205648.363161 nChanged 0 SP:Iteration 33F (1560.998156 sec): 3 clusters Score: Raw -1208630.918639 + Penalty 2982.555478 = -1205648.363161 nChanged 0 Trying to split cluster 20 (10819 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1561.037344 sec): 2 clusters Score: Raw -1239504.937393 + Penalty 1509.472108 = -1237995.465285 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1561.084895 sec): 3 clusters Score: Raw -1233401.396137 + Penalty 3018.944216 = -1230382.451920 nChanged 4725 SP:Iteration 1F (1561.142951 sec): 3 clusters Score: Raw -1235990.734961 + Penalty 3018.944216 = -1232971.790744 nChanged 712 SP:Iteration 2F (1561.206872 sec): 3 clusters Score: Raw -1236420.256793 + Penalty 3018.944216 = -1233401.312577 nChanged 716 SP:Iteration 3F (1561.270453 sec): 3 clusters Score: Raw -1236929.570499 + Penalty 3018.944216 = -1233910.626283 nChanged 742 SP:Iteration 4F (1561.328595 sec): 3 clusters Score: Raw -1237595.621908 + Penalty 3018.944216 = -1234576.677692 nChanged 726 SP:Iteration 5F (1561.388427 sec): 3 clusters Score: Raw -1238267.722740 + Penalty 3018.944216 = -1235248.778523 nChanged 680 SP:Iteration 6F (1561.450639 sec): 3 clusters Score: Raw -1238913.726246 + Penalty 3018.944216 = -1235894.782030 nChanged 557 SP:Iteration 7F (1561.504105 sec): 3 clusters Score: Raw -1239415.348025 + Penalty 3018.944216 = -1236396.403809 nChanged 456 SP:Iteration 8Q (1561.573692 sec): 3 clusters Score: Raw -1239802.592611 + Penalty 3018.944216 = -1236783.648395 nChanged 363 SP:Iteration 9Q (1561.621885 sec): 3 clusters Score: Raw -1240073.564686 + Penalty 3018.944216 = -1237054.620470 nChanged 278 SP:Iteration 10Q (1561.681419 sec): 3 clusters Score: Raw -1240255.096966 + Penalty 3018.944216 = -1237236.152750 nChanged 213 SP:Iteration 11Q (1561.738973 sec): 3 clusters Score: Raw -1240357.723198 + Penalty 3018.944216 = -1237338.778982 nChanged 150 SP:Iteration 12Q (1561.798031 sec): 3 clusters Score: Raw -1240422.432415 + Penalty 3018.944216 = -1237403.488199 nChanged 121 SP:Iteration 13Q (1561.854472 sec): 3 clusters Score: Raw -1240470.536037 + Penalty 3018.944216 = -1237451.591821 nChanged 105 SP:Iteration 14Q (1561.918783 sec): 3 clusters Score: Raw -1240502.553152 + Penalty 3018.944216 = -1237483.608936 nChanged 83 SP:Iteration 15Q (1561.965117 sec): 3 clusters Score: Raw -1240526.227146 + Penalty 3018.944216 = -1237507.282930 nChanged 53 SP:Iteration 16Q (1562.022399 sec): 3 clusters Score: Raw -1240541.223564 + Penalty 3018.944216 = -1237522.279348 nChanged 49 SP:Iteration 17Q (1562.089633 sec): 3 clusters Score: Raw -1240553.948424 + Penalty 3018.944216 = -1237535.004208 nChanged 36 SP:Iteration 18Q (1562.146183 sec): 3 clusters Score: Raw -1240561.585648 + Penalty 3018.944216 = -1237542.641432 nChanged 25 SP:Iteration 19Q (1562.192864 sec): 3 clusters Score: Raw -1240566.375183 + Penalty 3018.944216 = -1237547.430967 nChanged 21 SP:Iteration 20F (1562.251399 sec): 3 clusters Score: Raw -1240570.942217 + Penalty 3018.944216 = -1237551.998001 nChanged 21 SP:Iteration 21Q (1562.308807 sec): 3 clusters Score: Raw -1240575.473811 + Penalty 3018.944216 = -1237556.529595 nChanged 13 SP:Iteration 22Q (1562.358047 sec): 3 clusters Score: Raw -1240578.459985 + Penalty 3018.944216 = -1237559.515769 nChanged 14 SP:Iteration 23Q (1562.422320 sec): 3 clusters Score: Raw -1240581.075500 + Penalty 3018.944216 = -1237562.131284 nChanged 10 SP:Iteration 24Q (1562.478065 sec): 3 clusters Score: Raw -1240582.772888 + Penalty 3018.944216 = -1237563.828672 nChanged 9 SP:Iteration 25Q (1562.523822 sec): 3 clusters Score: Raw -1240583.813663 + Penalty 3018.944216 = -1237564.869447 nChanged 5 SP:Iteration 26Q (1562.580370 sec): 3 clusters Score: Raw -1240584.478393 + Penalty 3018.944216 = -1237565.534177 nChanged 4 SP:Iteration 27Q (1562.646811 sec): 3 clusters Score: Raw -1240584.823749 + Penalty 3018.944216 = -1237565.879532 nChanged 1 SP:Iteration 28Q (1562.694791 sec): 3 clusters Score: Raw -1240584.951047 + Penalty 3018.944216 = -1237566.006831 nChanged 2 SP:Iteration 29Q (1562.761972 sec): 3 clusters Score: Raw -1240585.329777 + Penalty 3018.944216 = -1237566.385561 nChanged 1 SP:Iteration 30Q (1562.809813 sec): 3 clusters Score: Raw -1240585.631547 + Penalty 3018.944216 = -1237566.687331 nChanged 0 SP:Iteration 31F (1562.870141 sec): 3 clusters Score: Raw -1240585.631547 + Penalty 3018.944216 = -1237566.687331 nChanged 0 Trying to split cluster 21 (2226 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1562.905858 sec): 2 clusters Score: Raw -306168.731266 + Penalty 1252.543749 = -304916.187517 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1562.951087 sec): 3 clusters Score: Raw -305215.967190 + Penalty 2505.087498 = -302710.879692 nChanged 793 SP:Iteration 1F (1562.987292 sec): 3 clusters Score: Raw -305732.550501 + Penalty 2505.087498 = -303227.463003 nChanged 168 SP:Iteration 2F (1563.031218 sec): 3 clusters Score: Raw -305850.288329 + Penalty 2505.087498 = -303345.200831 nChanged 115 SP:Iteration 3F (1563.075831 sec): 3 clusters Score: Raw -305933.709531 + Penalty 2505.087498 = -303428.622033 nChanged 91 SP:Iteration 4Q (1563.120676 sec): 3 clusters Score: Raw -306004.775314 + Penalty 2505.087498 = -303499.687816 nChanged 73 SP:Iteration 5Q (1563.165682 sec): 3 clusters Score: Raw -306061.253543 + Penalty 2505.087498 = -303556.166045 nChanged 78 SP:Iteration 6Q (1563.212859 sec): 3 clusters Score: Raw -306132.487199 + Penalty 2505.087498 = -303627.399702 nChanged 87 SP:Iteration 7Q (1563.258169 sec): 3 clusters Score: Raw -306232.002403 + Penalty 2505.087498 = -303726.914905 nChanged 83 SP:Iteration 8Q (1563.313869 sec): 3 clusters Score: Raw -306316.492413 + Penalty 2505.087498 = -303811.404915 nChanged 82 SP:Iteration 9Q (1563.351096 sec): 3 clusters Score: Raw -306403.269360 + Penalty 2505.087498 = -303898.181862 nChanged 82 SP:Iteration 10Q (1563.400211 sec): 3 clusters Score: Raw -306488.503487 + Penalty 2505.087498 = -303983.415989 nChanged 75 SP:Iteration 11Q (1563.451097 sec): 3 clusters Score: Raw -306562.419266 + Penalty 2505.087498 = -304057.331768 nChanged 67 SP:Iteration 12Q (1563.505703 sec): 3 clusters Score: Raw -306619.659937 + Penalty 2505.087498 = -304114.572439 nChanged 49 SP:Iteration 13Q (1563.534632 sec): 3 clusters Score: Raw -306654.483693 + Penalty 2505.087498 = -304149.396195 nChanged 44 SP:Iteration 14Q (1563.577639 sec): 3 clusters Score: Raw -306684.138256 + Penalty 2505.087498 = -304179.050758 nChanged 30 SP:Iteration 15Q (1563.625640 sec): 3 clusters Score: Raw -306703.103963 + Penalty 2505.087498 = -304198.016465 nChanged 26 SP:Iteration 16Q (1563.676750 sec): 3 clusters Score: Raw -306718.440054 + Penalty 2505.087498 = -304213.352556 nChanged 15 SP:Iteration 17Q (1563.726706 sec): 3 clusters Score: Raw -306726.639391 + Penalty 2505.087498 = -304221.551893 nChanged 12 SP:Iteration 18Q (1563.778398 sec): 3 clusters Score: Raw -306732.067940 + Penalty 2505.087498 = -304226.980442 nChanged 2 SP:Iteration 19Q (1563.829591 sec): 3 clusters Score: Raw -306732.974223 + Penalty 2505.087498 = -304227.886725 nChanged 0 SP:Iteration 20F (1563.878820 sec): 3 clusters Score: Raw -306732.974223 + Penalty 2505.087498 = -304227.886725 nChanged 0 Trying to split cluster 22 (14958 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1563.933335 sec): 2 clusters Score: Raw -1996024.591701 + Penalty 1562.112752 = -1994462.478948 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1563.991615 sec): 3 clusters Score: Raw -1987248.709815 + Penalty 3124.225505 = -1984124.484310 nChanged 6645 SP:Iteration 1F (1564.062520 sec): 3 clusters Score: Raw -1990983.096542 + Penalty 3124.225505 = -1987858.871038 nChanged 1007 SP:Iteration 2F (1564.114906 sec): 3 clusters Score: Raw -1991535.308462 + Penalty 3124.225505 = -1988411.082957 nChanged 1025 SP:Iteration 3F (1564.179885 sec): 3 clusters Score: Raw -1992297.788371 + Penalty 3124.225505 = -1989173.562866 nChanged 1135 SP:Iteration 4F (1564.246527 sec): 3 clusters Score: Raw -1993273.760164 + Penalty 3124.225505 = -1990149.534659 nChanged 1165 SP:Iteration 5F (1564.322427 sec): 3 clusters Score: Raw -1994210.968444 + Penalty 3124.225505 = -1991086.742939 nChanged 1045 SP:Iteration 6F (1564.386791 sec): 3 clusters Score: Raw -1994976.818626 + Penalty 3124.225505 = -1991852.593122 nChanged 810 SP:Iteration 7F (1564.457878 sec): 3 clusters Score: Raw -1995492.109801 + Penalty 3124.225505 = -1992367.884296 nChanged 614 SP:Iteration 8Q (1564.513666 sec): 3 clusters Score: Raw -1995844.678684 + Penalty 3124.225505 = -1992720.453180 nChanged 437 SP:Iteration 9Q (1564.591674 sec): 3 clusters Score: Raw -1996070.431225 + Penalty 3124.225505 = -1992946.205721 nChanged 360 SP:Iteration 10Q (1564.650644 sec): 3 clusters Score: Raw -1996247.705772 + Penalty 3124.225505 = -1993123.480268 nChanged 293 SP:Iteration 11Q (1564.726415 sec): 3 clusters Score: Raw -1996394.447107 + Penalty 3124.225505 = -1993270.221603 nChanged 224 SP:Iteration 12Q (1564.789160 sec): 3 clusters Score: Raw -1996491.790799 + Penalty 3124.225505 = -1993367.565295 nChanged 178 SP:Iteration 13Q (1564.850256 sec): 3 clusters Score: Raw -1996574.259347 + Penalty 3124.225505 = -1993450.033842 nChanged 157 SP:Iteration 14Q (1564.913187 sec): 3 clusters Score: Raw -1996656.665101 + Penalty 3124.225505 = -1993532.439596 nChanged 137 SP:Iteration 15Q (1564.968830 sec): 3 clusters Score: Raw -1996714.043431 + Penalty 3124.225505 = -1993589.817926 nChanged 111 SP:Iteration 16Q (1565.032167 sec): 3 clusters Score: Raw -1996759.719511 + Penalty 3124.225505 = -1993635.494006 nChanged 117 SP:Iteration 17Q (1565.095925 sec): 3 clusters Score: Raw -1996809.630140 + Penalty 3124.225505 = -1993685.404636 nChanged 103 SP:Iteration 18Q (1565.157154 sec): 3 clusters Score: Raw -1996850.108188 + Penalty 3124.225505 = -1993725.882684 nChanged 87 SP:Iteration 19Q (1565.222953 sec): 3 clusters Score: Raw -1996877.209193 + Penalty 3124.225505 = -1993752.983688 nChanged 76 SP:Iteration 20F (1565.296677 sec): 3 clusters Score: Raw -1996898.976801 + Penalty 3124.225505 = -1993774.751296 nChanged 64 SP:Iteration 21Q (1565.341630 sec): 3 clusters Score: Raw -1996915.750612 + Penalty 3124.225505 = -1993791.525107 nChanged 48 SP:Iteration 22Q (1565.410573 sec): 3 clusters Score: Raw -1996928.277766 + Penalty 3124.225505 = -1993804.052261 nChanged 49 SP:Iteration 23Q (1565.471370 sec): 3 clusters Score: Raw -1996939.523515 + Penalty 3124.225505 = -1993815.298011 nChanged 45 SP:Iteration 24Q (1565.534100 sec): 3 clusters Score: Raw -1996950.691822 + Penalty 3124.225505 = -1993826.466317 nChanged 45 SP:Iteration 25Q (1565.593952 sec): 3 clusters Score: Raw -1996960.298051 + Penalty 3124.225505 = -1993836.072547 nChanged 37 SP:Iteration 26Q (1565.635662 sec): 3 clusters Score: Raw -1996966.955437 + Penalty 3124.225505 = -1993842.729932 nChanged 34 SP:Iteration 27Q (1565.691882 sec): 3 clusters Score: Raw -1996974.610869 + Penalty 3124.225505 = -1993850.385365 nChanged 34 SP:Iteration 28Q (1565.755172 sec): 3 clusters Score: Raw -1996981.218113 + Penalty 3124.225505 = -1993856.992608 nChanged 29 SP:Iteration 29Q (1565.816400 sec): 3 clusters Score: Raw -1996987.809700 + Penalty 3124.225505 = -1993863.584195 nChanged 21 SP:Iteration 30Q (1565.870390 sec): 3 clusters Score: Raw -1996991.983599 + Penalty 3124.225505 = -1993867.758094 nChanged 24 SP:Iteration 31Q (1565.918910 sec): 3 clusters Score: Raw -1996996.508010 + Penalty 3124.225505 = -1993872.282505 nChanged 22 SP:Iteration 32Q (1565.983634 sec): 3 clusters Score: Raw -1996999.622129 + Penalty 3124.225505 = -1993875.396625 nChanged 13 SP:Iteration 33Q (1566.044572 sec): 3 clusters Score: Raw -1997001.910044 + Penalty 3124.225505 = -1993877.684539 nChanged 19 SP:Iteration 34Q (1566.109287 sec): 3 clusters Score: Raw -1997005.037502 + Penalty 3124.225505 = -1993880.811998 nChanged 21 SP:Iteration 35Q (1566.165720 sec): 3 clusters Score: Raw -1997009.069156 + Penalty 3124.225505 = -1993884.843652 nChanged 26 SP:Iteration 36Q (1566.235342 sec): 3 clusters Score: Raw -1997014.612060 + Penalty 3124.225505 = -1993890.386555 nChanged 20 SP:Iteration 37Q (1566.290367 sec): 3 clusters Score: Raw -1997017.540591 + Penalty 3124.225505 = -1993893.315087 nChanged 14 SP:Iteration 38Q (1566.360553 sec): 3 clusters Score: Raw -1997019.840711 + Penalty 3124.225505 = -1993895.615206 nChanged 17 SP:Iteration 39Q (1566.420090 sec): 3 clusters Score: Raw -1997022.234993 + Penalty 3124.225505 = -1993898.009488 nChanged 24 SP:Iteration 40F (1566.482539 sec): 3 clusters Score: Raw -1997025.317013 + Penalty 3124.225505 = -1993901.091508 nChanged 18 SP:Iteration 41Q (1566.550922 sec): 3 clusters Score: Raw -1997028.097652 + Penalty 3124.225505 = -1993903.872148 nChanged 18 SP:Iteration 42Q (1566.621119 sec): 3 clusters Score: Raw -1997031.325415 + Penalty 3124.225505 = -1993907.099910 nChanged 23 SP:Iteration 43Q (1566.689546 sec): 3 clusters Score: Raw -1997035.467928 + Penalty 3124.225505 = -1993911.242424 nChanged 26 SP:Iteration 44Q (1566.758521 sec): 3 clusters Score: Raw -1997038.963597 + Penalty 3124.225505 = -1993914.738092 nChanged 15 SP:Iteration 45Q (1566.827568 sec): 3 clusters Score: Raw -1997041.407225 + Penalty 3124.225505 = -1993917.181720 nChanged 17 SP:Iteration 46Q (1566.897595 sec): 3 clusters Score: Raw -1997043.815208 + Penalty 3124.225505 = -1993919.589703 nChanged 13 SP:Iteration 47Q (1566.966925 sec): 3 clusters Score: Raw -1997045.823829 + Penalty 3124.225505 = -1993921.598325 nChanged 18 SP:Iteration 48Q (1567.032510 sec): 3 clusters Score: Raw -1997048.736659 + Penalty 3124.225505 = -1993924.511154 nChanged 26 SP:Iteration 49Q (1567.096062 sec): 3 clusters Score: Raw -1997052.932160 + Penalty 3124.225505 = -1993928.706656 nChanged 14 SP:Iteration 50Q (1567.159667 sec): 3 clusters Score: Raw -1997054.863842 + Penalty 3124.225505 = -1993930.638337 nChanged 10 SP:Iteration 51Q (1567.223933 sec): 3 clusters Score: Raw -1997056.117793 + Penalty 3124.225505 = -1993931.892289 nChanged 7 SP:Iteration 52Q (1567.287348 sec): 3 clusters Score: Raw -1997056.674984 + Penalty 3124.225505 = -1993932.449479 nChanged 6 SP:Iteration 53Q (1567.350802 sec): 3 clusters Score: Raw -1997057.097538 + Penalty 3124.225505 = -1993932.872033 nChanged 6 SP:Iteration 54Q (1567.414289 sec): 3 clusters Score: Raw -1997057.788299 + Penalty 3124.225505 = -1993933.562795 nChanged 4 SP:Iteration 55Q (1567.470705 sec): 3 clusters Score: Raw -1997058.226299 + Penalty 3124.225505 = -1993934.000794 nChanged 0 SP:Iteration 56F (1567.544516 sec): 3 clusters Score: Raw -1997058.226299 + Penalty 3124.225505 = -1993934.000794 nChanged 0 Trying to split cluster 23 (109715 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1567.690205 sec): 2 clusters Score: Raw -14844669.431938 + Penalty 1885.916723 = -14842783.515215 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1567.894466 sec): 3 clusters Score: Raw -14772837.830570 + Penalty 3771.833446 = -14769065.997123 nChanged 52581 SP:Iteration 1F (1568.106710 sec): 3 clusters Score: Raw -14804890.152067 + Penalty 3771.833446 = -14801118.318621 nChanged 5041 SP:Iteration 2Q (1568.332082 sec): 3 clusters Score: Raw -14806995.017941 + Penalty 3771.833446 = -14803223.184494 nChanged 6195 SP:Iteration 3F (1568.545252 sec): 3 clusters Score: Raw -14810371.720270 + Penalty 3771.833446 = -14806599.886823 nChanged 7559 SP:Iteration 4F (1568.736493 sec): 3 clusters Score: Raw -14815532.178367 + Penalty 3771.833446 = -14811760.344921 nChanged 8433 SP:Iteration 5F (1568.925225 sec): 3 clusters Score: Raw -14822353.437685 + Penalty 3771.833446 = -14818581.604239 nChanged 7939 SP:Iteration 6F (1569.104218 sec): 3 clusters Score: Raw -14829344.190711 + Penalty 3771.833446 = -14825572.357264 nChanged 6093 SP:Iteration 7F (1569.293569 sec): 3 clusters Score: Raw -14834710.656006 + Penalty 3771.833446 = -14830938.822560 nChanged 4097 SP:Iteration 8Q (1569.479424 sec): 3 clusters Score: Raw -14837938.514488 + Penalty 3771.833446 = -14834166.681041 nChanged 2674 SP:Iteration 9Q (1569.645914 sec): 3 clusters Score: Raw -14839455.507403 + Penalty 3771.833446 = -14835683.673957 nChanged 1668 SP:Iteration 10Q (1569.817714 sec): 3 clusters Score: Raw -14840200.236918 + Penalty 3771.833446 = -14836428.403472 nChanged 1234 SP:Iteration 11Q (1569.981056 sec): 3 clusters Score: Raw -14840692.090039 + Penalty 3771.833446 = -14836920.256593 nChanged 1059 SP:Iteration 12Q (1570.152812 sec): 3 clusters Score: Raw -14841095.994562 + Penalty 3771.833446 = -14837324.161115 nChanged 950 SP:Iteration 13Q (1570.345859 sec): 3 clusters Score: Raw -14841451.728366 + Penalty 3771.833446 = -14837679.894920 nChanged 887 SP:Iteration 14Q (1570.527134 sec): 3 clusters Score: Raw -14841766.403293 + Penalty 3771.833446 = -14837994.569847 nChanged 828 SP:Iteration 15Q (1570.706813 sec): 3 clusters Score: Raw -14842058.160170 + Penalty 3771.833446 = -14838286.326723 nChanged 811 SP:Iteration 16Q (1570.888632 sec): 3 clusters Score: Raw -14842359.005164 + Penalty 3771.833446 = -14838587.171718 nChanged 782 SP:Iteration 17Q (1571.065756 sec): 3 clusters Score: Raw -14842659.741718 + Penalty 3771.833446 = -14838887.908272 nChanged 739 SP:Iteration 18Q (1571.234686 sec): 3 clusters Score: Raw -14842950.205456 + Penalty 3771.833446 = -14839178.372009 nChanged 695 SP:Iteration 19Q (1571.404268 sec): 3 clusters Score: Raw -14843250.664502 + Penalty 3771.833446 = -14839478.831056 nChanged 657 SP:Iteration 20F (1571.592339 sec): 3 clusters Score: Raw -14843528.834881 + Penalty 3771.833446 = -14839757.001435 nChanged 559 SP:Iteration 21Q (1571.764589 sec): 3 clusters Score: Raw -14843733.112489 + Penalty 3771.833446 = -14839961.279042 nChanged 488 SP:Iteration 22Q (1571.937334 sec): 3 clusters Score: Raw -14843905.647752 + Penalty 3771.833446 = -14840133.814306 nChanged 434 SP:Iteration 23Q (1572.109523 sec): 3 clusters Score: Raw -14844053.380948 + Penalty 3771.833446 = -14840281.547502 nChanged 369 SP:Iteration 24Q (1572.285702 sec): 3 clusters Score: Raw -14844164.035118 + Penalty 3771.833446 = -14840392.201671 nChanged 303 SP:Iteration 25Q (1572.460222 sec): 3 clusters Score: Raw -14844246.705936 + Penalty 3771.833446 = -14840474.872490 nChanged 304 SP:Iteration 26Q (1572.634558 sec): 3 clusters Score: Raw -14844330.692770 + Penalty 3771.833446 = -14840558.859324 nChanged 297 SP:Iteration 27Q (1572.808440 sec): 3 clusters Score: Raw -14844412.164881 + Penalty 3771.833446 = -14840640.331435 nChanged 266 SP:Iteration 28Q (1572.982529 sec): 3 clusters Score: Raw -14844485.038976 + Penalty 3771.833446 = -14840713.205529 nChanged 258 SP:Iteration 29Q (1573.147409 sec): 3 clusters Score: Raw -14844552.775474 + Penalty 3771.833446 = -14840780.942028 nChanged 228 SP:Iteration 30Q (1573.329901 sec): 3 clusters Score: Raw -14844607.967730 + Penalty 3771.833446 = -14840836.134283 nChanged 198 SP:Iteration 31Q (1573.509476 sec): 3 clusters Score: Raw -14844657.483919 + Penalty 3771.833446 = -14840885.650472 nChanged 162 SP:Iteration 32Q (1573.657029 sec): 3 clusters Score: Raw -14844697.236793 + Penalty 3771.833446 = -14840925.403346 nChanged 145 SP:Iteration 33Q (1573.813321 sec): 3 clusters Score: Raw -14844732.119466 + Penalty 3771.833446 = -14840960.286019 nChanged 151 SP:Iteration 34Q (1573.957796 sec): 3 clusters Score: Raw -14844773.891531 + Penalty 3771.833446 = -14841002.058085 nChanged 136 SP:Iteration 35Q (1574.107009 sec): 3 clusters Score: Raw -14844809.351607 + Penalty 3771.833446 = -14841037.518161 nChanged 126 SP:Iteration 36Q (1574.271286 sec): 3 clusters Score: Raw -14844842.618537 + Penalty 3771.833446 = -14841070.785091 nChanged 109 SP:Iteration 37Q (1574.426389 sec): 3 clusters Score: Raw -14844869.173822 + Penalty 3771.833446 = -14841097.340375 nChanged 104 SP:Iteration 38Q (1574.572858 sec): 3 clusters Score: Raw -14844897.067234 + Penalty 3771.833446 = -14841125.233788 nChanged 97 SP:Iteration 39Q (1574.720144 sec): 3 clusters Score: Raw -14844922.606729 + Penalty 3771.833446 = -14841150.773283 nChanged 94 SP:Iteration 40F (1574.895903 sec): 3 clusters Score: Raw -14844945.929328 + Penalty 3771.833446 = -14841174.095882 nChanged 77 SP:Iteration 41Q (1575.070820 sec): 3 clusters Score: Raw -14844965.200264 + Penalty 3771.833446 = -14841193.366818 nChanged 63 SP:Iteration 42Q (1575.246330 sec): 3 clusters Score: Raw -14844979.180340 + Penalty 3771.833446 = -14841207.346894 nChanged 53 SP:Iteration 43Q (1575.422040 sec): 3 clusters Score: Raw -14844991.661089 + Penalty 3771.833446 = -14841219.827643 nChanged 43 SP:Iteration 44Q (1575.582386 sec): 3 clusters Score: Raw -14845004.515427 + Penalty 3771.833446 = -14841232.681980 nChanged 58 SP:Iteration 45Q (1575.734116 sec): 3 clusters Score: Raw -14845019.956867 + Penalty 3771.833446 = -14841248.123421 nChanged 52 SP:Iteration 46Q (1575.904100 sec): 3 clusters Score: Raw -14845034.381876 + Penalty 3771.833446 = -14841262.548429 nChanged 47 SP:Iteration 47Q (1576.102057 sec): 3 clusters Score: Raw -14845049.196507 + Penalty 3771.833446 = -14841277.363061 nChanged 48 SP:Iteration 48Q (1576.287669 sec): 3 clusters Score: Raw -14845064.939163 + Penalty 3771.833446 = -14841293.105716 nChanged 43 SP:Iteration 49Q (1576.479801 sec): 3 clusters Score: Raw -14845076.486192 + Penalty 3771.833446 = -14841304.652746 nChanged 37 SP:Iteration 50Q (1576.657837 sec): 3 clusters Score: Raw -14845085.288796 + Penalty 3771.833446 = -14841313.455350 nChanged 27 SP:Iteration 51Q (1576.846164 sec): 3 clusters Score: Raw -14845092.262182 + Penalty 3771.833446 = -14841320.428736 nChanged 25 SP:Iteration 52Q (1577.023207 sec): 3 clusters Score: Raw -14845098.629603 + Penalty 3771.833446 = -14841326.796157 nChanged 20 SP:Iteration 53Q (1577.218523 sec): 3 clusters Score: Raw -14845104.105403 + Penalty 3771.833446 = -14841332.271957 nChanged 29 SP:Iteration 54Q (1577.413985 sec): 3 clusters Score: Raw -14845111.950909 + Penalty 3771.833446 = -14841340.117463 nChanged 23 SP:Iteration 55Q (1577.582373 sec): 3 clusters Score: Raw -14845116.554244 + Penalty 3771.833446 = -14841344.720798 nChanged 14 SP:Iteration 56Q (1577.744732 sec): 3 clusters Score: Raw -14845119.257025 + Penalty 3771.833446 = -14841347.423578 nChanged 14 SP:Iteration 57Q (1577.912086 sec): 3 clusters Score: Raw -14845122.794640 + Penalty 3771.833446 = -14841350.961193 nChanged 19 SP:Iteration 58Q (1578.072430 sec): 3 clusters Score: Raw -14845126.839583 + Penalty 3771.833446 = -14841355.006137 nChanged 16 SP:Iteration 59Q (1578.248166 sec): 3 clusters Score: Raw -14845130.648891 + Penalty 3771.833446 = -14841358.815444 nChanged 10 SP:Iteration 60F (1578.444271 sec): 3 clusters Score: Raw -14845132.730442 + Penalty 3771.833446 = -14841360.896995 nChanged 7 SP:Iteration 61Q (1578.612050 sec): 3 clusters Score: Raw -14845134.354780 + Penalty 3771.833446 = -14841362.521334 nChanged 6 SP:Iteration 62Q (1578.752925 sec): 3 clusters Score: Raw -14845135.552879 + Penalty 3771.833446 = -14841363.719433 nChanged 9 SP:Iteration 63Q (1578.893540 sec): 3 clusters Score: Raw -14845137.953173 + Penalty 3771.833446 = -14841366.119727 nChanged 15 SP:Iteration 64Q (1579.034355 sec): 3 clusters Score: Raw -14845142.194411 + Penalty 3771.833446 = -14841370.360965 nChanged 21 SP:Iteration 65Q (1579.175131 sec): 3 clusters Score: Raw -14845147.893689 + Penalty 3771.833446 = -14841376.060242 nChanged 20 SP:Iteration 66Q (1579.315803 sec): 3 clusters Score: Raw -14845152.466384 + Penalty 3771.833446 = -14841380.632938 nChanged 11 SP:Iteration 67Q (1579.455965 sec): 3 clusters Score: Raw -14845154.865179 + Penalty 3771.833446 = -14841383.031733 nChanged 8 SP:Iteration 68Q (1579.602235 sec): 3 clusters Score: Raw -14845156.781297 + Penalty 3771.833446 = -14841384.947850 nChanged 10 SP:Iteration 69Q (1579.767432 sec): 3 clusters Score: Raw -14845159.439090 + Penalty 3771.833446 = -14841387.605643 nChanged 11 SP:Iteration 70Q (1579.930670 sec): 3 clusters Score: Raw -14845162.346679 + Penalty 3771.833446 = -14841390.513232 nChanged 13 SP:Iteration 71Q (1580.105474 sec): 3 clusters Score: Raw -14845164.891494 + Penalty 3771.833446 = -14841393.058047 nChanged 12 SP:Iteration 72Q (1580.272817 sec): 3 clusters Score: Raw -14845169.120715 + Penalty 3771.833446 = -14841397.287268 nChanged 11 SP:Iteration 73Q (1580.430816 sec): 3 clusters Score: Raw -14845172.483364 + Penalty 3771.833446 = -14841400.649918 nChanged 11 SP:Iteration 74Q (1580.599499 sec): 3 clusters Score: Raw -14845174.701010 + Penalty 3771.833446 = -14841402.867563 nChanged 9 SP:Iteration 75Q (1580.745355 sec): 3 clusters Score: Raw -14845177.273258 + Penalty 3771.833446 = -14841405.439811 nChanged 6 SP:Iteration 76Q (1580.921259 sec): 3 clusters Score: Raw -14845178.631815 + Penalty 3771.833446 = -14841406.798369 nChanged 11 SP:Iteration 77Q (1581.096615 sec): 3 clusters Score: Raw -14845180.776180 + Penalty 3771.833446 = -14841408.942734 nChanged 9 SP:Iteration 78Q (1581.271284 sec): 3 clusters Score: Raw -14845182.420728 + Penalty 3771.833446 = -14841410.587282 nChanged 2 SP:Iteration 79Q (1581.445258 sec): 3 clusters Score: Raw -14845182.736436 + Penalty 3771.833446 = -14841410.902990 nChanged 1 SP:Iteration 80F (1581.657722 sec): 3 clusters Score: Raw -14845182.821004 + Penalty 3771.833446 = -14841410.987557 nChanged 0 Trying to split cluster 24 (930 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1581.679712 sec): 2 clusters Score: Raw -115499.495788 + Penalty 1110.717495 = -114388.778292 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1581.730416 sec): 3 clusters Score: Raw -115315.801032 + Penalty 2221.434990 = -113094.366042 nChanged 288 SP:Iteration 1F (1581.780869 sec): 3 clusters Score: Raw -115600.668824 + Penalty 2221.434990 = -113379.233833 nChanged 66 SP:Iteration 2F (1581.831237 sec): 3 clusters Score: Raw -115683.918834 + Penalty 2221.434990 = -113462.483843 nChanged 38 SP:Iteration 3Q (1581.880407 sec): 3 clusters Score: Raw -115740.250071 + Penalty 2221.434990 = -113518.815080 nChanged 38 SP:Iteration 4Q (1581.926272 sec): 3 clusters Score: Raw -115785.894006 + Penalty 2221.434990 = -113564.459016 nChanged 19 SP:Iteration 5Q (1581.976263 sec): 3 clusters Score: Raw -115798.786696 + Penalty 2221.434990 = -113577.351706 nChanged 13 SP:Iteration 6Q (1582.022017 sec): 3 clusters Score: Raw -115807.981909 + Penalty 2221.434990 = -113586.546918 nChanged 12 SP:Iteration 7Q (1582.073052 sec): 3 clusters Score: Raw -115819.653995 + Penalty 2221.434990 = -113598.219005 nChanged 8 SP:Iteration 8Q (1582.117851 sec): 3 clusters Score: Raw -115825.734928 + Penalty 2221.434990 = -113604.299937 nChanged 6 SP:Iteration 9Q (1582.168838 sec): 3 clusters Score: Raw -115829.036365 + Penalty 2221.434990 = -113607.601375 nChanged 3 SP:Iteration 10Q (1582.214022 sec): 3 clusters Score: Raw -115830.479039 + Penalty 2221.434990 = -113609.044049 nChanged 1 SP:Iteration 11Q (1582.271553 sec): 3 clusters Score: Raw -115830.825106 + Penalty 2221.434990 = -113609.390115 nChanged 1 SP:Iteration 12Q (1582.310600 sec): 3 clusters Score: Raw -115838.048693 + Penalty 2221.434990 = -113616.613703 nChanged 5 SP:Iteration 13Q (1582.361194 sec): 3 clusters Score: Raw -115842.910171 + Penalty 2221.434990 = -113621.475181 nChanged 4 SP:Iteration 14Q (1582.411614 sec): 3 clusters Score: Raw -115845.514681 + Penalty 2221.434990 = -113624.079691 nChanged 2 SP:Iteration 15Q (1582.461945 sec): 3 clusters Score: Raw -115846.086594 + Penalty 2221.434990 = -113624.651603 nChanged 2 SP:Iteration 16Q (1582.524363 sec): 3 clusters Score: Raw -115847.212099 + Penalty 2221.434990 = -113625.777109 nChanged 3 SP:Iteration 17Q (1582.563050 sec): 3 clusters Score: Raw -115850.727519 + Penalty 2221.434990 = -113629.292528 nChanged 0 SP:Iteration 18F (1582.602568 sec): 3 clusters Score: Raw -115850.727519 + Penalty 2221.434990 = -113629.292528 nChanged 0 Trying to split cluster 25 (30812 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1582.665021 sec): 2 clusters Score: Raw -4055585.369224 + Penalty 1679.544669 = -4053905.824555 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1582.757800 sec): 3 clusters Score: Raw -4036458.018581 + Penalty 3359.089339 = -4033098.929243 nChanged 14144 SP:Iteration 1F (1582.840371 sec): 3 clusters Score: Raw -4044567.981341 + Penalty 3359.089339 = -4041208.892002 nChanged 1762 SP:Iteration 2F (1582.926777 sec): 3 clusters Score: Raw -4045402.832494 + Penalty 3359.089339 = -4042043.743155 nChanged 1904 SP:Iteration 3F (1583.009488 sec): 3 clusters Score: Raw -4046471.771333 + Penalty 3359.089339 = -4043112.681994 nChanged 2146 SP:Iteration 4F (1583.106160 sec): 3 clusters Score: Raw -4048004.105527 + Penalty 3359.089339 = -4044645.016188 nChanged 2334 SP:Iteration 5F (1583.195124 sec): 3 clusters Score: Raw -4049958.808466 + Penalty 3359.089339 = -4046599.719128 nChanged 2164 SP:Iteration 6F (1583.285359 sec): 3 clusters Score: Raw -4051956.640216 + Penalty 3359.089339 = -4048597.550877 nChanged 1759 SP:Iteration 7F (1583.381161 sec): 3 clusters Score: Raw -4053679.476562 + Penalty 3359.089339 = -4050320.387223 nChanged 1178 SP:Iteration 8Q (1583.476587 sec): 3 clusters Score: Raw -4054757.891981 + Penalty 3359.089339 = -4051398.802643 nChanged 759 SP:Iteration 9Q (1583.566019 sec): 3 clusters Score: Raw -4055367.695059 + Penalty 3359.089339 = -4052008.605720 nChanged 491 SP:Iteration 10Q (1583.657865 sec): 3 clusters Score: Raw -4055706.187908 + Penalty 3359.089339 = -4052347.098570 nChanged 340 SP:Iteration 11Q (1583.747349 sec): 3 clusters Score: Raw -4055878.872663 + Penalty 3359.089339 = -4052519.783324 nChanged 240 SP:Iteration 12Q (1583.826874 sec): 3 clusters Score: Raw -4055981.379439 + Penalty 3359.089339 = -4052622.290100 nChanged 170 SP:Iteration 13Q (1583.914817 sec): 3 clusters Score: Raw -4056053.591094 + Penalty 3359.089339 = -4052694.501755 nChanged 133 SP:Iteration 14Q (1583.996421 sec): 3 clusters Score: Raw -4056108.411903 + Penalty 3359.089339 = -4052749.322564 nChanged 118 SP:Iteration 15Q (1584.085108 sec): 3 clusters Score: Raw -4056151.836596 + Penalty 3359.089339 = -4052792.747257 nChanged 98 SP:Iteration 16Q (1584.156506 sec): 3 clusters Score: Raw -4056188.639749 + Penalty 3359.089339 = -4052829.550410 nChanged 98 SP:Iteration 17Q (1584.243850 sec): 3 clusters Score: Raw -4056224.565571 + Penalty 3359.089339 = -4052865.476232 nChanged 76 SP:Iteration 18Q (1584.317681 sec): 3 clusters Score: Raw -4056252.418129 + Penalty 3359.089339 = -4052893.328791 nChanged 63 SP:Iteration 19Q (1584.403776 sec): 3 clusters Score: Raw -4056274.587376 + Penalty 3359.089339 = -4052915.498037 nChanged 51 SP:Iteration 20F (1584.493365 sec): 3 clusters Score: Raw -4056287.466040 + Penalty 3359.089339 = -4052928.376702 nChanged 29 SP:Iteration 21Q (1584.580740 sec): 3 clusters Score: Raw -4056293.582329 + Penalty 3359.089339 = -4052934.492991 nChanged 25 SP:Iteration 22Q (1584.659457 sec): 3 clusters Score: Raw -4056299.576016 + Penalty 3359.089339 = -4052940.486677 nChanged 18 SP:Iteration 23Q (1584.738411 sec): 3 clusters Score: Raw -4056303.388229 + Penalty 3359.089339 = -4052944.298890 nChanged 12 SP:Iteration 24Q (1584.815698 sec): 3 clusters Score: Raw -4056305.746538 + Penalty 3359.089339 = -4052946.657199 nChanged 7 SP:Iteration 25Q (1584.874599 sec): 3 clusters Score: Raw -4056306.938713 + Penalty 3359.089339 = -4052947.849375 nChanged 12 SP:Iteration 26Q (1584.923783 sec): 3 clusters Score: Raw -4056309.868826 + Penalty 3359.089339 = -4052950.779487 nChanged 19 SP:Iteration 27Q (1584.978535 sec): 3 clusters Score: Raw -4056314.295949 + Penalty 3359.089339 = -4052955.206611 nChanged 14 SP:Iteration 28Q (1585.052073 sec): 3 clusters Score: Raw -4056318.235030 + Penalty 3359.089339 = -4052959.145691 nChanged 20 SP:Iteration 29Q (1585.101320 sec): 3 clusters Score: Raw -4056321.821318 + Penalty 3359.089339 = -4052962.731980 nChanged 12 SP:Iteration 30Q (1585.157801 sec): 3 clusters Score: Raw -4056323.334894 + Penalty 3359.089339 = -4052964.245556 nChanged 9 SP:Iteration 31Q (1585.211453 sec): 3 clusters Score: Raw -4056324.821288 + Penalty 3359.089339 = -4052965.731949 nChanged 3 SP:Iteration 32Q (1585.268301 sec): 3 clusters Score: Raw -4056325.204985 + Penalty 3359.089339 = -4052966.115646 nChanged 2 SP:Iteration 33Q (1585.323742 sec): 3 clusters Score: Raw -4056325.468530 + Penalty 3359.089339 = -4052966.379191 nChanged 2 SP:Iteration 34Q (1585.380320 sec): 3 clusters Score: Raw -4056325.804902 + Penalty 3359.089339 = -4052966.715563 nChanged 2 SP:Iteration 35Q (1585.435742 sec): 3 clusters Score: Raw -4056326.464328 + Penalty 3359.089339 = -4052967.374989 nChanged 2 SP:Iteration 36Q (1585.488865 sec): 3 clusters Score: Raw -4056326.740609 + Penalty 3359.089339 = -4052967.651270 nChanged 1 SP:Iteration 37Q (1585.542700 sec): 3 clusters Score: Raw -4056327.108617 + Penalty 3359.089339 = -4052968.019278 nChanged 2 SP:Iteration 38Q (1585.598766 sec): 3 clusters Score: Raw -4056327.337943 + Penalty 3359.089339 = -4052968.248604 nChanged 3 SP:Iteration 39Q (1585.649606 sec): 3 clusters Score: Raw -4056327.953473 + Penalty 3359.089339 = -4052968.864135 nChanged 4 SP:Iteration 40F (1585.716566 sec): 3 clusters Score: Raw -4056328.605798 + Penalty 3359.089339 = -4052969.516459 nChanged 7 SP:Iteration 41Q (1585.765700 sec): 3 clusters Score: Raw -4056329.586517 + Penalty 3359.089339 = -4052970.497178 nChanged 7 SP:Iteration 42Q (1585.821648 sec): 3 clusters Score: Raw -4056330.608029 + Penalty 3359.089339 = -4052971.518690 nChanged 5 SP:Iteration 43Q (1585.878280 sec): 3 clusters Score: Raw -4056331.390364 + Penalty 3359.089339 = -4052972.301025 nChanged 4 SP:Iteration 44Q (1585.950165 sec): 3 clusters Score: Raw -4056331.933424 + Penalty 3359.089339 = -4052972.844085 nChanged 3 SP:Iteration 45Q (1586.008110 sec): 3 clusters Score: Raw -4056332.311748 + Penalty 3359.089339 = -4052973.222409 nChanged 2 SP:Iteration 46Q (1586.062424 sec): 3 clusters Score: Raw -4056332.720709 + Penalty 3359.089339 = -4052973.631370 nChanged 4 SP:Iteration 47Q (1586.134364 sec): 3 clusters Score: Raw -4056333.050741 + Penalty 3359.089339 = -4052973.961402 nChanged 2 SP:Iteration 48Q (1586.188111 sec): 3 clusters Score: Raw -4056333.925731 + Penalty 3359.089339 = -4052974.836392 nChanged 7 SP:Iteration 49Q (1586.241056 sec): 3 clusters Score: Raw -4056334.724722 + Penalty 3359.089339 = -4052975.635384 nChanged 4 SP:Iteration 50Q (1586.293480 sec): 3 clusters Score: Raw -4056335.871542 + Penalty 3359.089339 = -4052976.782203 nChanged 7 SP:Iteration 51Q (1586.349691 sec): 3 clusters Score: Raw -4056337.598964 + Penalty 3359.089339 = -4052978.509625 nChanged 6 SP:Iteration 52Q (1586.415050 sec): 3 clusters Score: Raw -4056338.702972 + Penalty 3359.089339 = -4052979.613633 nChanged 2 SP:Iteration 53Q (1586.472776 sec): 3 clusters Score: Raw -4056339.040884 + Penalty 3359.089339 = -4052979.951545 nChanged 2 SP:Iteration 54Q (1586.523020 sec): 3 clusters Score: Raw -4056339.371650 + Penalty 3359.089339 = -4052980.282311 nChanged 1 SP:Iteration 55Q (1586.582345 sec): 3 clusters Score: Raw -4056339.534118 + Penalty 3359.089339 = -4052980.444779 nChanged 0 SP:Iteration 56F (1586.641669 sec): 3 clusters Score: Raw -4056339.534118 + Penalty 3359.089339 = -4052980.444779 nChanged 0 Trying to split cluster 26 (3779 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1586.664334 sec): 2 clusters Score: Raw -511159.031267 + Penalty 1338.547389 = -509820.483877 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1586.715995 sec): 3 clusters Score: Raw -509342.699210 + Penalty 2677.094779 = -506665.604431 nChanged 1417 SP:Iteration 1F (1586.767780 sec): 3 clusters Score: Raw -510152.096242 + Penalty 2677.094779 = -507475.001464 nChanged 282 SP:Iteration 2F (1586.817979 sec): 3 clusters Score: Raw -510299.779865 + Penalty 2677.094779 = -507622.685087 nChanged 164 SP:Iteration 3Q (1586.867390 sec): 3 clusters Score: Raw -510376.864825 + Penalty 2677.094779 = -507699.770046 nChanged 139 SP:Iteration 4Q (1586.911831 sec): 3 clusters Score: Raw -510449.496725 + Penalty 2677.094779 = -507772.401946 nChanged 118 SP:Iteration 5Q (1586.961095 sec): 3 clusters Score: Raw -510509.167883 + Penalty 2677.094779 = -507832.073105 nChanged 100 SP:Iteration 6Q (1587.013229 sec): 3 clusters Score: Raw -510552.503382 + Penalty 2677.094779 = -507875.408604 nChanged 74 SP:Iteration 7Q (1587.063660 sec): 3 clusters Score: Raw -510585.220979 + Penalty 2677.094779 = -507908.126201 nChanged 72 SP:Iteration 8Q (1587.115449 sec): 3 clusters Score: Raw -510620.219372 + Penalty 2677.094779 = -507943.124593 nChanged 83 SP:Iteration 9Q (1587.173186 sec): 3 clusters Score: Raw -510666.458068 + Penalty 2677.094779 = -507989.363290 nChanged 97 SP:Iteration 10Q (1587.214256 sec): 3 clusters Score: Raw -510728.812697 + Penalty 2677.094779 = -508051.717918 nChanged 97 SP:Iteration 11Q (1587.275177 sec): 3 clusters Score: Raw -510791.780392 + Penalty 2677.094779 = -508114.685613 nChanged 101 SP:Iteration 12Q (1587.313111 sec): 3 clusters Score: Raw -510857.232261 + Penalty 2677.094779 = -508180.137483 nChanged 96 SP:Iteration 13Q (1587.367508 sec): 3 clusters Score: Raw -510922.214545 + Penalty 2677.094779 = -508245.119766 nChanged 90 SP:Iteration 14Q (1587.403550 sec): 3 clusters Score: Raw -510975.988198 + Penalty 2677.094779 = -508298.893420 nChanged 83 SP:Iteration 15Q (1587.462976 sec): 3 clusters Score: Raw -511024.319176 + Penalty 2677.094779 = -508347.224398 nChanged 83 SP:Iteration 16Q (1587.493983 sec): 3 clusters Score: Raw -511075.554941 + Penalty 2677.094779 = -508398.460162 nChanged 66 SP:Iteration 17Q (1587.540317 sec): 3 clusters Score: Raw -511122.001864 + Penalty 2677.094779 = -508444.907086 nChanged 71 SP:Iteration 18Q (1587.585220 sec): 3 clusters Score: Raw -511161.540450 + Penalty 2677.094779 = -508484.445671 nChanged 55 SP:Iteration 19Q (1587.632540 sec): 3 clusters Score: Raw -511194.480473 + Penalty 2677.094779 = -508517.385695 nChanged 41 SP:Iteration 20F (1587.686763 sec): 3 clusters Score: Raw -511218.820993 + Penalty 2677.094779 = -508541.726214 nChanged 38 SP:Iteration 21Q (1587.733471 sec): 3 clusters Score: Raw -511241.107132 + Penalty 2677.094779 = -508564.012354 nChanged 31 SP:Iteration 22Q (1587.771890 sec): 3 clusters Score: Raw -511258.362731 + Penalty 2677.094779 = -508581.267952 nChanged 27 SP:Iteration 23Q (1587.820528 sec): 3 clusters Score: Raw -511271.336907 + Penalty 2677.094779 = -508594.242128 nChanged 22 SP:Iteration 24Q (1587.874521 sec): 3 clusters Score: Raw -511284.593184 + Penalty 2677.094779 = -508607.498405 nChanged 20 SP:Iteration 25Q (1587.923565 sec): 3 clusters Score: Raw -511298.419836 + Penalty 2677.094779 = -508621.325057 nChanged 12 SP:Iteration 26Q (1587.962070 sec): 3 clusters Score: Raw -511305.917438 + Penalty 2677.094779 = -508628.822660 nChanged 14 SP:Iteration 27Q (1588.019164 sec): 3 clusters Score: Raw -511313.215599 + Penalty 2677.094779 = -508636.120820 nChanged 14 SP:Iteration 28Q (1588.057748 sec): 3 clusters Score: Raw -511322.642632 + Penalty 2677.094779 = -508645.547853 nChanged 17 SP:Iteration 29Q (1588.104936 sec): 3 clusters Score: Raw -511332.090802 + Penalty 2677.094779 = -508654.996024 nChanged 16 SP:Iteration 30Q (1588.151258 sec): 3 clusters Score: Raw -511343.223568 + Penalty 2677.094779 = -508666.128789 nChanged 16 SP:Iteration 31Q (1588.198279 sec): 3 clusters Score: Raw -511352.500446 + Penalty 2677.094779 = -508675.405667 nChanged 13 SP:Iteration 32Q (1588.250409 sec): 3 clusters Score: Raw -511363.640111 + Penalty 2677.094779 = -508686.545332 nChanged 13 SP:Iteration 33Q (1588.303907 sec): 3 clusters Score: Raw -511372.334455 + Penalty 2677.094779 = -508695.239677 nChanged 14 SP:Iteration 34Q (1588.357937 sec): 3 clusters Score: Raw -511379.306553 + Penalty 2677.094779 = -508702.211774 nChanged 11 SP:Iteration 35Q (1588.412786 sec): 3 clusters Score: Raw -511384.539465 + Penalty 2677.094779 = -508707.444686 nChanged 8 SP:Iteration 36Q (1588.450512 sec): 3 clusters Score: Raw -511388.086123 + Penalty 2677.094779 = -508710.991344 nChanged 10 SP:Iteration 37Q (1588.503462 sec): 3 clusters Score: Raw -511394.199592 + Penalty 2677.094779 = -508717.104813 nChanged 12 SP:Iteration 38Q (1588.548891 sec): 3 clusters Score: Raw -511400.591797 + Penalty 2677.094779 = -508723.497018 nChanged 14 SP:Iteration 39Q (1588.602739 sec): 3 clusters Score: Raw -511408.658961 + Penalty 2677.094779 = -508731.564182 nChanged 9 SP:Iteration 40F (1588.656552 sec): 3 clusters Score: Raw -511414.339541 + Penalty 2677.094779 = -508737.244762 nChanged 8 SP:Iteration 41Q (1588.700656 sec): 3 clusters Score: Raw -511420.141019 + Penalty 2677.094779 = -508743.046240 nChanged 16 SP:Iteration 42Q (1588.754394 sec): 3 clusters Score: Raw -511427.571607 + Penalty 2677.094779 = -508750.476828 nChanged 12 SP:Iteration 43Q (1588.786663 sec): 3 clusters Score: Raw -511433.614839 + Penalty 2677.094779 = -508756.520061 nChanged 9 SP:Iteration 44Q (1588.840402 sec): 3 clusters Score: Raw -511438.696247 + Penalty 2677.094779 = -508761.601468 nChanged 4 SP:Iteration 45Q (1588.893537 sec): 3 clusters Score: Raw -511441.198565 + Penalty 2677.094779 = -508764.103786 nChanged 4 SP:Iteration 46Q (1588.946715 sec): 3 clusters Score: Raw -511442.587488 + Penalty 2677.094779 = -508765.492710 nChanged 3 SP:Iteration 47Q (1588.999896 sec): 3 clusters Score: Raw -511443.944861 + Penalty 2677.094779 = -508766.850083 nChanged 1 SP:Iteration 48Q (1589.065085 sec): 3 clusters Score: Raw -511444.466480 + Penalty 2677.094779 = -508767.371701 nChanged 3 SP:Iteration 49Q (1589.108056 sec): 3 clusters Score: Raw -511446.005061 + Penalty 2677.094779 = -508768.910282 nChanged 2 SP:Iteration 50Q (1589.161001 sec): 3 clusters Score: Raw -511446.555408 + Penalty 2677.094779 = -508769.460630 nChanged 0 SP:Iteration 51F (1589.215062 sec): 3 clusters Score: Raw -511446.555408 + Penalty 2677.094779 = -508769.460630 nChanged 0 Trying to split cluster 27 (2746 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1589.243477 sec): 2 clusters Score: Raw -329125.505948 + Penalty 1286.658845 = -327838.847102 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1589.285504 sec): 3 clusters Score: Raw -327947.130075 + Penalty 2573.317691 = -325373.812384 nChanged 1048 SP:Iteration 1F (1589.338151 sec): 3 clusters Score: Raw -328949.322190 + Penalty 2573.317691 = -326376.004499 nChanged 315 SP:Iteration 2F (1589.381663 sec): 3 clusters Score: Raw -329261.104228 + Penalty 2573.317691 = -326687.786538 nChanged 191 SP:Iteration 3F (1589.434315 sec): 3 clusters Score: Raw -329476.101836 + Penalty 2573.317691 = -326902.784146 nChanged 134 SP:Iteration 4Q (1589.483038 sec): 3 clusters Score: Raw -329606.718167 + Penalty 2573.317691 = -327033.400476 nChanged 87 SP:Iteration 5Q (1589.534980 sec): 3 clusters Score: Raw -329675.534745 + Penalty 2573.317691 = -327102.217054 nChanged 67 SP:Iteration 6Q (1589.587642 sec): 3 clusters Score: Raw -329717.861811 + Penalty 2573.317691 = -327144.544120 nChanged 45 SP:Iteration 7Q (1589.649024 sec): 3 clusters Score: Raw -329745.458810 + Penalty 2573.317691 = -327172.141120 nChanged 35 SP:Iteration 8Q (1589.694971 sec): 3 clusters Score: Raw -329760.009796 + Penalty 2573.317691 = -327186.692106 nChanged 22 SP:Iteration 9Q (1589.742366 sec): 3 clusters Score: Raw -329770.919281 + Penalty 2573.317691 = -327197.601591 nChanged 22 SP:Iteration 10Q (1589.787361 sec): 3 clusters Score: Raw -329780.224010 + Penalty 2573.317691 = -327206.906319 nChanged 21 SP:Iteration 11Q (1589.823664 sec): 3 clusters Score: Raw -329789.438298 + Penalty 2573.317691 = -327216.120607 nChanged 14 SP:Iteration 12Q (1589.869765 sec): 3 clusters Score: Raw -329794.783653 + Penalty 2573.317691 = -327221.465962 nChanged 16 SP:Iteration 13Q (1589.929553 sec): 3 clusters Score: Raw -329799.466580 + Penalty 2573.317691 = -327226.148889 nChanged 9 SP:Iteration 14Q (1589.967246 sec): 3 clusters Score: Raw -329803.010051 + Penalty 2573.317691 = -327229.692360 nChanged 14 SP:Iteration 15Q (1590.022106 sec): 3 clusters Score: Raw -329806.994111 + Penalty 2573.317691 = -327233.676421 nChanged 11 SP:Iteration 16Q (1590.058058 sec): 3 clusters Score: Raw -329809.808712 + Penalty 2573.317691 = -327236.491021 nChanged 12 SP:Iteration 17Q (1590.103403 sec): 3 clusters Score: Raw -329811.914006 + Penalty 2573.317691 = -327238.596315 nChanged 7 SP:Iteration 18Q (1590.149153 sec): 3 clusters Score: Raw -329815.375887 + Penalty 2573.317691 = -327242.058196 nChanged 9 SP:Iteration 19Q (1590.194236 sec): 3 clusters Score: Raw -329819.374991 + Penalty 2573.317691 = -327246.057301 nChanged 12 SP:Iteration 20F (1590.240750 sec): 3 clusters Score: Raw -329823.942140 + Penalty 2573.317691 = -327250.624449 nChanged 12 SP:Iteration 21Q (1590.286174 sec): 3 clusters Score: Raw -329828.023859 + Penalty 2573.317691 = -327254.706168 nChanged 9 SP:Iteration 22Q (1590.341702 sec): 3 clusters Score: Raw -329830.741187 + Penalty 2573.317691 = -327257.423497 nChanged 7 SP:Iteration 23Q (1590.378431 sec): 3 clusters Score: Raw -329833.076144 + Penalty 2573.317691 = -327259.758453 nChanged 8 SP:Iteration 24Q (1590.424193 sec): 3 clusters Score: Raw -329837.488666 + Penalty 2573.317691 = -327264.170976 nChanged 11 SP:Iteration 25Q (1590.480203 sec): 3 clusters Score: Raw -329840.251760 + Penalty 2573.317691 = -327266.934069 nChanged 8 SP:Iteration 26Q (1590.517203 sec): 3 clusters Score: Raw -329843.053605 + Penalty 2573.317691 = -327269.735914 nChanged 4 SP:Iteration 27Q (1590.565286 sec): 3 clusters Score: Raw -329843.808132 + Penalty 2573.317691 = -327270.490441 nChanged 1 SP:Iteration 28Q (1590.606493 sec): 3 clusters Score: Raw -329844.019225 + Penalty 2573.317691 = -327270.701535 nChanged 1 SP:Iteration 29Q (1590.652514 sec): 3 clusters Score: Raw -329844.362427 + Penalty 2573.317691 = -327271.044736 nChanged 1 SP:Iteration 30Q (1590.708232 sec): 3 clusters Score: Raw -329844.680169 + Penalty 2573.317691 = -327271.362478 nChanged 1 SP:Iteration 31Q (1590.745279 sec): 3 clusters Score: Raw -329844.780522 + Penalty 2573.317691 = -327271.462831 nChanged 0 SP:Iteration 32F (1590.791469 sec): 3 clusters Score: Raw -329844.780522 + Penalty 2573.317691 = -327271.462831 nChanged 0 Trying to split cluster 28 (6019 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1590.831598 sec): 2 clusters Score: Raw -773001.682108 + Penalty 1414.184917 = -771587.497191 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1590.874517 sec): 3 clusters Score: Raw -769792.578470 + Penalty 2828.369834 = -766964.208636 nChanged 2544 SP:Iteration 1F (1590.926817 sec): 3 clusters Score: Raw -771193.761342 + Penalty 2828.369834 = -768365.391508 nChanged 490 SP:Iteration 2F (1590.990041 sec): 3 clusters Score: Raw -771628.193730 + Penalty 2828.369834 = -768799.823896 nChanged 479 SP:Iteration 3F (1591.032867 sec): 3 clusters Score: Raw -772112.455806 + Penalty 2828.369834 = -769284.085972 nChanged 511 SP:Iteration 4F (1591.078653 sec): 3 clusters Score: Raw -772625.739373 + Penalty 2828.369834 = -769797.369539 nChanged 464 SP:Iteration 5F (1591.130348 sec): 3 clusters Score: Raw -773025.777323 + Penalty 2828.369834 = -770197.407489 nChanged 384 SP:Iteration 6F (1591.183396 sec): 3 clusters Score: Raw -773288.911280 + Penalty 2828.369834 = -770460.541446 nChanged 263 SP:Iteration 7Q (1591.235763 sec): 3 clusters Score: Raw -773432.742422 + Penalty 2828.369834 = -770604.372588 nChanged 170 SP:Iteration 8Q (1591.289627 sec): 3 clusters Score: Raw -773515.635580 + Penalty 2828.369834 = -770687.265746 nChanged 112 SP:Iteration 9Q (1591.343139 sec): 3 clusters Score: Raw -773562.339918 + Penalty 2828.369834 = -770733.970085 nChanged 69 SP:Iteration 10Q (1591.395207 sec): 3 clusters Score: Raw -773587.410458 + Penalty 2828.369834 = -770759.040625 nChanged 59 SP:Iteration 11Q (1591.451655 sec): 3 clusters Score: Raw -773609.098351 + Penalty 2828.369834 = -770780.728517 nChanged 46 SP:Iteration 12Q (1591.494046 sec): 3 clusters Score: Raw -773621.098058 + Penalty 2828.369834 = -770792.728224 nChanged 30 SP:Iteration 13Q (1591.555545 sec): 3 clusters Score: Raw -773629.060387 + Penalty 2828.369834 = -770800.690553 nChanged 18 SP:Iteration 14Q (1591.599061 sec): 3 clusters Score: Raw -773633.280068 + Penalty 2828.369834 = -770804.910234 nChanged 16 SP:Iteration 15Q (1591.651413 sec): 3 clusters Score: Raw -773636.922322 + Penalty 2828.369834 = -770808.552488 nChanged 18 SP:Iteration 16Q (1591.712942 sec): 3 clusters Score: Raw -773641.322489 + Penalty 2828.369834 = -770812.952656 nChanged 14 SP:Iteration 17Q (1591.757028 sec): 3 clusters Score: Raw -773644.909452 + Penalty 2828.369834 = -770816.539618 nChanged 13 SP:Iteration 18Q (1591.808716 sec): 3 clusters Score: Raw -773650.042802 + Penalty 2828.369834 = -770821.672968 nChanged 18 SP:Iteration 19Q (1591.867772 sec): 3 clusters Score: Raw -773653.658079 + Penalty 2828.369834 = -770825.288245 nChanged 9 SP:Iteration 20F (1591.920642 sec): 3 clusters Score: Raw -773655.183848 + Penalty 2828.369834 = -770826.814014 nChanged 6 SP:Iteration 21Q (1591.961237 sec): 3 clusters Score: Raw -773655.841414 + Penalty 2828.369834 = -770827.471580 nChanged 5 SP:Iteration 22Q (1592.013455 sec): 3 clusters Score: Raw -773656.529260 + Penalty 2828.369834 = -770828.159426 nChanged 5 SP:Iteration 23Q (1592.063553 sec): 3 clusters Score: Raw -773657.399237 + Penalty 2828.369834 = -770829.029403 nChanged 4 SP:Iteration 24Q (1592.114981 sec): 3 clusters Score: Raw -773657.972582 + Penalty 2828.369834 = -770829.602749 nChanged 5 SP:Iteration 25Q (1592.174145 sec): 3 clusters Score: Raw -773659.265484 + Penalty 2828.369834 = -770830.895650 nChanged 7 SP:Iteration 26Q (1592.217752 sec): 3 clusters Score: Raw -773661.320405 + Penalty 2828.369834 = -770832.950571 nChanged 7 SP:Iteration 27Q (1592.279312 sec): 3 clusters Score: Raw -773662.754013 + Penalty 2828.369834 = -770834.384179 nChanged 6 SP:Iteration 28Q (1592.323411 sec): 3 clusters Score: Raw -773664.068117 + Penalty 2828.369834 = -770835.698283 nChanged 6 SP:Iteration 29Q (1592.375974 sec): 3 clusters Score: Raw -773664.925197 + Penalty 2828.369834 = -770836.555364 nChanged 4 SP:Iteration 30Q (1592.422070 sec): 3 clusters Score: Raw -773665.445973 + Penalty 2828.369834 = -770837.076139 nChanged 2 SP:Iteration 31Q (1592.484098 sec): 3 clusters Score: Raw -773665.719563 + Penalty 2828.369834 = -770837.349730 nChanged 2 SP:Iteration 32Q (1592.526604 sec): 3 clusters Score: Raw -773665.963463 + Penalty 2828.369834 = -770837.593629 nChanged 3 SP:Iteration 33Q (1592.577724 sec): 3 clusters Score: Raw -773666.349940 + Penalty 2828.369834 = -770837.980107 nChanged 3 SP:Iteration 34Q (1592.639489 sec): 3 clusters Score: Raw -773666.677855 + Penalty 2828.369834 = -770838.308021 nChanged 3 SP:Iteration 35Q (1592.680198 sec): 3 clusters Score: Raw -773667.017599 + Penalty 2828.369834 = -770838.647765 nChanged 3 SP:Iteration 36Q (1592.730276 sec): 3 clusters Score: Raw -773667.399486 + Penalty 2828.369834 = -770839.029652 nChanged 1 SP:Iteration 37Q (1592.793962 sec): 3 clusters Score: Raw -773667.457749 + Penalty 2828.369834 = -770839.087915 nChanged 0 SP:Iteration 38F (1592.838352 sec): 3 clusters Score: Raw -773667.457749 + Penalty 2828.369834 = -770839.087915 nChanged 0 Iteration 139Q (1599.329515 sec): 29 clusters Score: Raw -99932723.055406 + Penalty 61680.572218 = -99871042.483187 nChanged 438 Iteration 140F (1612.416287 sec): 29 clusters Score: Raw -99932741.087157 + Penalty 61680.572218 = -99871060.514939 nChanged 451 Iteration 141Q (1618.909953 sec): 29 clusters Score: Raw -99932758.188836 + Penalty 61680.572218 = -99871077.616618 nChanged 439 Iteration 142Q (1625.135020 sec): 29 clusters Score: Raw -99932773.905642 + Penalty 61680.572218 = -99871093.333424 nChanged 380 Iteration 143Q (1631.847556 sec): 29 clusters Score: Raw -99932788.393877 + Penalty 61680.572218 = -99871107.821658 nChanged 352 Iteration 144Q (1638.192044 sec): 29 clusters Score: Raw -99932802.309486 + Penalty 61680.572218 = -99871121.737268 nChanged 366 Iteration 145Q (1644.635732 sec): 29 clusters Score: Raw -99932816.674499 + Penalty 61680.572218 = -99871136.102281 nChanged 352 Iteration 146Q (1651.130754 sec): 29 clusters Score: Raw -99932828.935966 + Penalty 61680.572218 = -99871148.363747 nChanged 328 Iteration 147Q (1657.416039 sec): 29 clusters Score: Raw -99932840.013106 + Penalty 61680.572218 = -99871159.440887 nChanged 319 Iteration 148Q (1663.958882 sec): 29 clusters Score: Raw -99932849.857125 + Penalty 61680.572218 = -99871169.284907 nChanged 299 Iteration 149Q (1670.458926 sec): 29 clusters Score: Raw -99932859.592963 + Penalty 61680.572218 = -99871179.020745 nChanged 301 Iteration 150Q (1676.741408 sec): 29 clusters Score: Raw -99932870.069818 + Penalty 61680.572218 = -99871189.497600 nChanged 304 Iteration 151Q (1683.258086 sec): 29 clusters Score: Raw -99932879.412498 + Penalty 61680.572218 = -99871198.840280 nChanged 307 Iteration 152Q (1689.758935 sec): 29 clusters Score: Raw -99932888.595111 + Penalty 61680.572218 = -99871208.022892 nChanged 280 Iteration 153Q (1696.119622 sec): 29 clusters Score: Raw -99932898.148305 + Penalty 61680.572218 = -99871217.576086 nChanged 310 Iteration 154Q (1702.686653 sec): 29 clusters Score: Raw -99932909.950943 + Penalty 61680.572218 = -99871229.378725 nChanged 311 Iteration 155Q (1709.116529 sec): 29 clusters Score: Raw -99932920.441088 + Penalty 61680.572218 = -99871239.868870 nChanged 276 Iteration 156Q (1715.488210 sec): 29 clusters Score: Raw -99932930.409366 + Penalty 61680.572218 = -99871249.837148 nChanged 287 Iteration 157Q (1721.965588 sec): 29 clusters Score: Raw -99932941.777613 + Penalty 61680.572218 = -99871261.205394 nChanged 279 Iteration 158Q (1728.455861 sec): 29 clusters Score: Raw -99932952.096240 + Penalty 61680.572218 = -99871271.524022 nChanged 243 Iteration 159Q (1734.888990 sec): 29 clusters Score: Raw -99932961.491065 + Penalty 61680.572218 = -99871280.918846 nChanged 236 Iteration 160F (1747.874190 sec): 29 clusters Score: Raw -99932970.960050 + Penalty 61680.572218 = -99871290.387832 nChanged 224 Iteration 161Q (1754.299947 sec): 29 clusters Score: Raw -99932979.704629 + Penalty 61680.572218 = -99871299.132410 nChanged 217 Iteration 162Q (1760.811003 sec): 29 clusters Score: Raw -99932986.932979 + Penalty 61680.572218 = -99871306.360760 nChanged 180 Iteration 163Q (1767.249376 sec): 29 clusters Score: Raw -99932993.026054 + Penalty 61680.572218 = -99871312.453836 nChanged 191 Iteration 164Q (1773.590722 sec): 29 clusters Score: Raw -99932999.383973 + Penalty 61680.572218 = -99871318.811754 nChanged 189 Iteration 165Q (1780.035812 sec): 29 clusters Score: Raw -99933005.127517 + Penalty 61680.572218 = -99871324.555298 nChanged 175 Iteration 166Q (1786.416486 sec): 29 clusters Score: Raw -99933011.717356 + Penalty 61680.572218 = -99871331.145138 nChanged 190 Iteration 167Q (1792.838464 sec): 29 clusters Score: Raw -99933018.302302 + Penalty 61680.572218 = -99871337.730084 nChanged 201 Iteration 168Q (1799.361600 sec): 29 clusters Score: Raw -99933024.927216 + Penalty 61680.572218 = -99871344.354998 nChanged 184 Iteration 169Q (1805.922261 sec): 29 clusters Score: Raw -99933030.948673 + Penalty 61680.572218 = -99871350.376455 nChanged 174 Iteration 170Q (1812.221108 sec): 29 clusters Score: Raw -99933037.613276 + Penalty 61680.572218 = -99871357.041058 nChanged 200 Iteration 171Q (1818.758136 sec): 29 clusters Score: Raw -99933043.820552 + Penalty 61680.572218 = -99871363.248333 nChanged 195 Iteration 172Q (1825.300045 sec): 29 clusters Score: Raw -99933049.977121 + Penalty 61680.572218 = -99871369.404903 nChanged 209 Iteration 173Q (1831.576831 sec): 29 clusters Score: Raw -99933056.489280 + Penalty 61680.572218 = -99871375.917062 nChanged 234 Iteration 174Q (1838.032590 sec): 29 clusters Score: Raw -99933063.447691 + Penalty 61680.572218 = -99871382.875473 nChanged 235 Iteration 175Q (1844.384284 sec): 29 clusters Score: Raw -99933070.708772 + Penalty 61680.572218 = -99871390.136553 nChanged 220 Iteration 176Q (1850.817769 sec): 29 clusters Score: Raw -99933077.151317 + Penalty 61680.572218 = -99871396.579098 nChanged 195 Iteration 177Q (1857.281342 sec): 29 clusters Score: Raw -99933082.969494 + Penalty 61680.572218 = -99871402.397276 nChanged 186 Iteration 178Q (1863.567823 sec): 29 clusters Score: Raw -99933089.006750 + Penalty 61680.572218 = -99871408.434532 nChanged 207 Writing temp clu file Because OldScore, -99871402.397276, is greater than current (better) Score,-99871408.434532 Compute initial score before splitting: Score: Raw -99933089.006750 + Penalty 61680.572218 = -99871408.434532 Trying to split cluster 1 (8202 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1863.752026 sec): 2 clusters Score: Raw -1068999.213794 + Penalty 1464.471662 = -1067534.742131 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1863.805642 sec): 3 clusters Score: Raw -1064442.056499 + Penalty 2928.943324 = -1061513.113175 nChanged 3483 SP:Iteration 1F (1863.860502 sec): 3 clusters Score: Raw -1066381.428481 + Penalty 2928.943324 = -1063452.485156 nChanged 548 SP:Iteration 2F (1863.919769 sec): 3 clusters Score: Raw -1066689.144673 + Penalty 2928.943324 = -1063760.201348 nChanged 475 SP:Iteration 3F (1863.965113 sec): 3 clusters Score: Raw -1066979.243498 + Penalty 2928.943324 = -1064050.300174 nChanged 430 SP:Iteration 4F (1864.025074 sec): 3 clusters Score: Raw -1067280.664682 + Penalty 2928.943324 = -1064351.721358 nChanged 421 SP:Iteration 5F (1864.085886 sec): 3 clusters Score: Raw -1067604.858134 + Penalty 2928.943324 = -1064675.914810 nChanged 411 SP:Iteration 6F (1864.137944 sec): 3 clusters Score: Raw -1067938.366865 + Penalty 2928.943324 = -1065009.423540 nChanged 338 SP:Iteration 7Q (1864.200176 sec): 3 clusters Score: Raw -1068160.500597 + Penalty 2928.943324 = -1065231.557273 nChanged 271 SP:Iteration 8Q (1864.262979 sec): 3 clusters Score: Raw -1068342.357406 + Penalty 2928.943324 = -1065413.414082 nChanged 234 SP:Iteration 9Q (1864.311000 sec): 3 clusters Score: Raw -1068501.052728 + Penalty 2928.943324 = -1065572.109404 nChanged 207 SP:Iteration 10Q (1864.366316 sec): 3 clusters Score: Raw -1068630.856528 + Penalty 2928.943324 = -1065701.913204 nChanged 153 SP:Iteration 11Q (1864.426686 sec): 3 clusters Score: Raw -1068722.813991 + Penalty 2928.943324 = -1065793.870667 nChanged 136 SP:Iteration 12Q (1864.488281 sec): 3 clusters Score: Raw -1068805.685171 + Penalty 2928.943324 = -1065876.741847 nChanged 122 SP:Iteration 13Q (1864.545271 sec): 3 clusters Score: Raw -1068879.399660 + Penalty 2928.943324 = -1065950.456336 nChanged 109 SP:Iteration 14Q (1864.605487 sec): 3 clusters Score: Raw -1068945.753241 + Penalty 2928.943324 = -1066016.809916 nChanged 108 SP:Iteration 15Q (1864.665817 sec): 3 clusters Score: Raw -1069008.300255 + Penalty 2928.943324 = -1066079.356931 nChanged 92 SP:Iteration 16Q (1864.733805 sec): 3 clusters Score: Raw -1069069.163391 + Penalty 2928.943324 = -1066140.220067 nChanged 68 SP:Iteration 17Q (1864.784124 sec): 3 clusters Score: Raw -1069113.516287 + Penalty 2928.943324 = -1066184.572963 nChanged 68 SP:Iteration 18Q (1864.843670 sec): 3 clusters Score: Raw -1069147.577933 + Penalty 2928.943324 = -1066218.634608 nChanged 51 SP:Iteration 19Q (1864.903112 sec): 3 clusters Score: Raw -1069171.934875 + Penalty 2928.943324 = -1066242.991551 nChanged 43 SP:Iteration 20F (1864.953782 sec): 3 clusters Score: Raw -1069200.568517 + Penalty 2928.943324 = -1066271.625192 nChanged 47 SP:Iteration 21Q (1865.013211 sec): 3 clusters Score: Raw -1069227.149229 + Penalty 2928.943324 = -1066298.205904 nChanged 38 SP:Iteration 22Q (1865.072646 sec): 3 clusters Score: Raw -1069247.873692 + Penalty 2928.943324 = -1066318.930367 nChanged 37 SP:Iteration 23Q (1865.131996 sec): 3 clusters Score: Raw -1069267.142012 + Penalty 2928.943324 = -1066338.198687 nChanged 33 SP:Iteration 24Q (1865.190319 sec): 3 clusters Score: Raw -1069282.908888 + Penalty 2928.943324 = -1066353.965564 nChanged 27 SP:Iteration 25Q (1865.248575 sec): 3 clusters Score: Raw -1069299.978088 + Penalty 2928.943324 = -1066371.034764 nChanged 32 SP:Iteration 26Q (1865.307168 sec): 3 clusters Score: Raw -1069314.939357 + Penalty 2928.943324 = -1066385.996033 nChanged 25 SP:Iteration 27Q (1865.364076 sec): 3 clusters Score: Raw -1069329.636707 + Penalty 2928.943324 = -1066400.693382 nChanged 31 SP:Iteration 28Q (1865.423012 sec): 3 clusters Score: Raw -1069345.582730 + Penalty 2928.943324 = -1066416.639406 nChanged 27 SP:Iteration 29Q (1865.493448 sec): 3 clusters Score: Raw -1069362.932296 + Penalty 2928.943324 = -1066433.988971 nChanged 29 SP:Iteration 30Q (1865.536148 sec): 3 clusters Score: Raw -1069385.466112 + Penalty 2928.943324 = -1066456.522788 nChanged 32 SP:Iteration 31Q (1865.595503 sec): 3 clusters Score: Raw -1069407.672997 + Penalty 2928.943324 = -1066478.729673 nChanged 38 SP:Iteration 32Q (1865.655424 sec): 3 clusters Score: Raw -1069437.716465 + Penalty 2928.943324 = -1066508.773141 nChanged 50 SP:Iteration 33Q (1865.706707 sec): 3 clusters Score: Raw -1069471.477460 + Penalty 2928.943324 = -1066542.534136 nChanged 28 SP:Iteration 34Q (1865.763938 sec): 3 clusters Score: Raw -1069485.484156 + Penalty 2928.943324 = -1066556.540832 nChanged 20 SP:Iteration 35Q (1865.823762 sec): 3 clusters Score: Raw -1069497.183272 + Penalty 2928.943324 = -1066568.239947 nChanged 16 SP:Iteration 36Q (1865.894777 sec): 3 clusters Score: Raw -1069505.860421 + Penalty 2928.943324 = -1066576.917097 nChanged 15 SP:Iteration 37Q (1865.939393 sec): 3 clusters Score: Raw -1069514.672254 + Penalty 2928.943324 = -1066585.728930 nChanged 9 SP:Iteration 38Q (1865.994090 sec): 3 clusters Score: Raw -1069519.115969 + Penalty 2928.943324 = -1066590.172645 nChanged 5 SP:Iteration 39Q (1866.058050 sec): 3 clusters Score: Raw -1069522.672521 + Penalty 2928.943324 = -1066593.729197 nChanged 8 SP:Iteration 40F (1866.103909 sec): 3 clusters Score: Raw -1069529.273417 + Penalty 2928.943324 = -1066600.330092 nChanged 4 SP:Iteration 41Q (1866.157158 sec): 3 clusters Score: Raw -1069532.383552 + Penalty 2928.943324 = -1066603.440228 nChanged 4 SP:Iteration 42Q (1866.209690 sec): 3 clusters Score: Raw -1069534.404714 + Penalty 2928.943324 = -1066605.461389 nChanged 2 SP:Iteration 43Q (1866.263877 sec): 3 clusters Score: Raw -1069536.125992 + Penalty 2928.943324 = -1066607.182667 nChanged 5 SP:Iteration 44Q (1866.316290 sec): 3 clusters Score: Raw -1069540.338902 + Penalty 2928.943324 = -1066611.395577 nChanged 3 SP:Iteration 45Q (1866.379090 sec): 3 clusters Score: Raw -1069541.719091 + Penalty 2928.943324 = -1066612.775766 nChanged 2 SP:Iteration 46Q (1866.428025 sec): 3 clusters Score: Raw -1069542.228091 + Penalty 2928.943324 = -1066613.284766 nChanged 3 SP:Iteration 47Q (1866.486435 sec): 3 clusters Score: Raw -1069543.225062 + Penalty 2928.943324 = -1066614.281737 nChanged 1 SP:Iteration 48Q (1866.545703 sec): 3 clusters Score: Raw -1069543.522555 + Penalty 2928.943324 = -1066614.579230 nChanged 0 SP:Iteration 49F (1866.607889 sec): 3 clusters Score: Raw -1069543.522555 + Penalty 2928.943324 = -1066614.579230 nChanged 0 Trying to split cluster 2 (3190 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1866.635636 sec): 2 clusters Score: Raw -407706.509636 + Penalty 1311.013632 = -406395.496004 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1866.689106 sec): 3 clusters Score: Raw -406164.827084 + Penalty 2622.027264 = -403542.799820 nChanged 1223 SP:Iteration 1F (1866.743391 sec): 3 clusters Score: Raw -406942.321779 + Penalty 2622.027264 = -404320.294515 nChanged 277 SP:Iteration 2F (1866.796067 sec): 3 clusters Score: Raw -407168.145053 + Penalty 2622.027264 = -404546.117789 nChanged 215 SP:Iteration 3F (1866.847097 sec): 3 clusters Score: Raw -407366.085621 + Penalty 2622.027264 = -404744.058357 nChanged 200 SP:Iteration 4F (1866.899128 sec): 3 clusters Score: Raw -407530.272938 + Penalty 2622.027264 = -404908.245674 nChanged 133 SP:Iteration 5Q (1866.952484 sec): 3 clusters Score: Raw -407619.490358 + Penalty 2622.027264 = -404997.463094 nChanged 108 SP:Iteration 6Q (1867.005937 sec): 3 clusters Score: Raw -407707.708168 + Penalty 2622.027264 = -405085.680904 nChanged 117 SP:Iteration 7Q (1867.058182 sec): 3 clusters Score: Raw -407795.361357 + Penalty 2622.027264 = -405173.334094 nChanged 99 SP:Iteration 8Q (1867.110579 sec): 3 clusters Score: Raw -407871.269290 + Penalty 2622.027264 = -405249.242027 nChanged 100 SP:Iteration 9Q (1867.162988 sec): 3 clusters Score: Raw -407957.041272 + Penalty 2622.027264 = -405335.014009 nChanged 98 SP:Iteration 10Q (1867.215629 sec): 3 clusters Score: Raw -408034.224606 + Penalty 2622.027264 = -405412.197343 nChanged 88 SP:Iteration 11Q (1867.266254 sec): 3 clusters Score: Raw -408091.881174 + Penalty 2622.027264 = -405469.853910 nChanged 56 SP:Iteration 12Q (1867.321093 sec): 3 clusters Score: Raw -408119.992585 + Penalty 2622.027264 = -405497.965322 nChanged 44 SP:Iteration 13Q (1867.373042 sec): 3 clusters Score: Raw -408146.296951 + Penalty 2622.027264 = -405524.269687 nChanged 33 SP:Iteration 14Q (1867.427617 sec): 3 clusters Score: Raw -408166.938372 + Penalty 2622.027264 = -405544.911109 nChanged 38 SP:Iteration 15Q (1867.481260 sec): 3 clusters Score: Raw -408188.423377 + Penalty 2622.027264 = -405566.396114 nChanged 25 SP:Iteration 16Q (1867.534338 sec): 3 clusters Score: Raw -408202.286834 + Penalty 2622.027264 = -405580.259570 nChanged 30 SP:Iteration 17Q (1867.587562 sec): 3 clusters Score: Raw -408216.085832 + Penalty 2622.027264 = -405594.058568 nChanged 23 SP:Iteration 18Q (1867.629698 sec): 3 clusters Score: Raw -408224.824498 + Penalty 2622.027264 = -405602.797234 nChanged 16 SP:Iteration 19Q (1867.682366 sec): 3 clusters Score: Raw -408234.015523 + Penalty 2622.027264 = -405611.988259 nChanged 18 SP:Iteration 20F (1867.725596 sec): 3 clusters Score: Raw -408243.975705 + Penalty 2622.027264 = -405621.948441 nChanged 10 SP:Iteration 21Q (1867.778393 sec): 3 clusters Score: Raw -408249.374993 + Penalty 2622.027264 = -405627.347730 nChanged 15 SP:Iteration 22Q (1867.824658 sec): 3 clusters Score: Raw -408255.444419 + Penalty 2622.027264 = -405633.417156 nChanged 16 SP:Iteration 23Q (1867.865840 sec): 3 clusters Score: Raw -408263.342102 + Penalty 2622.027264 = -405641.314839 nChanged 12 SP:Iteration 24Q (1867.918200 sec): 3 clusters Score: Raw -408268.020547 + Penalty 2622.027264 = -405645.993283 nChanged 9 SP:Iteration 25Q (1867.963792 sec): 3 clusters Score: Raw -408272.294761 + Penalty 2622.027264 = -405650.267497 nChanged 13 SP:Iteration 26Q (1868.016639 sec): 3 clusters Score: Raw -408278.719380 + Penalty 2622.027264 = -405656.692117 nChanged 10 SP:Iteration 27Q (1868.069710 sec): 3 clusters Score: Raw -408282.909976 + Penalty 2622.027264 = -405660.882712 nChanged 13 SP:Iteration 28Q (1868.135347 sec): 3 clusters Score: Raw -408288.784356 + Penalty 2622.027264 = -405666.757093 nChanged 12 SP:Iteration 29Q (1868.177061 sec): 3 clusters Score: Raw -408292.887625 + Penalty 2622.027264 = -405670.860362 nChanged 6 SP:Iteration 30Q (1868.241978 sec): 3 clusters Score: Raw -408294.497079 + Penalty 2622.027264 = -405672.469816 nChanged 3 SP:Iteration 31Q (1868.282959 sec): 3 clusters Score: Raw -408294.992948 + Penalty 2622.027264 = -405672.965684 nChanged 3 SP:Iteration 32Q (1868.336105 sec): 3 clusters Score: Raw -408295.804706 + Penalty 2622.027264 = -405673.777442 nChanged 1 SP:Iteration 33Q (1868.388659 sec): 3 clusters Score: Raw -408296.037104 + Penalty 2622.027264 = -405674.009840 nChanged 2 SP:Iteration 34Q (1868.452500 sec): 3 clusters Score: Raw -408296.713166 + Penalty 2622.027264 = -405674.685903 nChanged 3 SP:Iteration 35Q (1868.494390 sec): 3 clusters Score: Raw -408297.761217 + Penalty 2622.027264 = -405675.733953 nChanged 4 SP:Iteration 36Q (1868.537678 sec): 3 clusters Score: Raw -408299.004265 + Penalty 2622.027264 = -405676.977002 nChanged 2 SP:Iteration 37Q (1868.590054 sec): 3 clusters Score: Raw -408299.887239 + Penalty 2622.027264 = -405677.859975 nChanged 3 SP:Iteration 38Q (1868.640753 sec): 3 clusters Score: Raw -408301.090045 + Penalty 2622.027264 = -405679.062782 nChanged 2 SP:Iteration 39Q (1868.703453 sec): 3 clusters Score: Raw -408301.989441 + Penalty 2622.027264 = -405679.962178 nChanged 5 SP:Iteration 40F (1868.746097 sec): 3 clusters Score: Raw -408303.636232 + Penalty 2622.027264 = -405681.608969 nChanged 6 SP:Iteration 41Q (1868.796780 sec): 3 clusters Score: Raw -408306.031866 + Penalty 2622.027264 = -405684.004602 nChanged 5 SP:Iteration 42Q (1868.849142 sec): 3 clusters Score: Raw -408309.374946 + Penalty 2622.027264 = -405687.347682 nChanged 9 SP:Iteration 43Q (1868.900686 sec): 3 clusters Score: Raw -408312.454842 + Penalty 2622.027264 = -405690.427579 nChanged 8 SP:Iteration 44Q (1868.950140 sec): 3 clusters Score: Raw -408316.724411 + Penalty 2622.027264 = -405694.697148 nChanged 5 SP:Iteration 45Q (1869.002690 sec): 3 clusters Score: Raw -408319.355902 + Penalty 2622.027264 = -405697.328638 nChanged 6 SP:Iteration 46Q (1869.060107 sec): 3 clusters Score: Raw -408321.811644 + Penalty 2622.027264 = -405699.784381 nChanged 7 SP:Iteration 47Q (1869.110769 sec): 3 clusters Score: Raw -408323.694502 + Penalty 2622.027264 = -405701.667238 nChanged 7 SP:Iteration 48Q (1869.146464 sec): 3 clusters Score: Raw -408326.952684 + Penalty 2622.027264 = -405704.925421 nChanged 9 SP:Iteration 49Q (1869.197046 sec): 3 clusters Score: Raw -408331.973972 + Penalty 2622.027264 = -405709.946708 nChanged 9 SP:Iteration 50Q (1869.236238 sec): 3 clusters Score: Raw -408335.906643 + Penalty 2622.027264 = -405713.879379 nChanged 9 SP:Iteration 51Q (1869.259272 sec): 3 clusters Score: Raw -408339.885025 + Penalty 2622.027264 = -405717.857762 nChanged 7 SP:Iteration 52Q (1869.273392 sec): 3 clusters Score: Raw -408342.988623 + Penalty 2622.027264 = -405720.961359 nChanged 9 SP:Iteration 53Q (1869.289442 sec): 3 clusters Score: Raw -408346.690132 + Penalty 2622.027264 = -405724.662868 nChanged 5 SP:Iteration 54Q (1869.306991 sec): 3 clusters Score: Raw -408348.300032 + Penalty 2622.027264 = -405726.272768 nChanged 8 SP:Iteration 55Q (1869.325535 sec): 3 clusters Score: Raw -408353.632162 + Penalty 2622.027264 = -405731.604898 nChanged 10 SP:Iteration 56Q (1869.343523 sec): 3 clusters Score: Raw -408357.802755 + Penalty 2622.027264 = -405735.775491 nChanged 7 SP:Iteration 57Q (1869.361155 sec): 3 clusters Score: Raw -408361.693948 + Penalty 2622.027264 = -405739.666685 nChanged 8 SP:Iteration 58Q (1869.379355 sec): 3 clusters Score: Raw -408365.039976 + Penalty 2622.027264 = -405743.012713 nChanged 8 SP:Iteration 59Q (1869.397160 sec): 3 clusters Score: Raw -408369.700300 + Penalty 2622.027264 = -405747.673037 nChanged 7 SP:Iteration 60F (1869.415214 sec): 3 clusters Score: Raw -408374.755875 + Penalty 2622.027264 = -405752.728612 nChanged 3 SP:Iteration 61Q (1869.430343 sec): 3 clusters Score: Raw -408378.709023 + Penalty 2622.027264 = -405756.681760 nChanged 11 SP:Iteration 62Q (1869.445490 sec): 3 clusters Score: Raw -408386.850643 + Penalty 2622.027264 = -405764.823379 nChanged 6 SP:Iteration 63Q (1869.460552 sec): 3 clusters Score: Raw -408390.130754 + Penalty 2622.027264 = -405768.103491 nChanged 9 SP:Iteration 64Q (1869.475490 sec): 3 clusters Score: Raw -408394.776185 + Penalty 2622.027264 = -405772.748921 nChanged 8 SP:Iteration 65Q (1869.490403 sec): 3 clusters Score: Raw -408401.646573 + Penalty 2622.027264 = -405779.619309 nChanged 8 SP:Iteration 66Q (1869.505514 sec): 3 clusters Score: Raw -408406.364116 + Penalty 2622.027264 = -405784.336853 nChanged 10 SP:Iteration 67Q (1869.520557 sec): 3 clusters Score: Raw -408413.645751 + Penalty 2622.027264 = -405791.618487 nChanged 16 SP:Iteration 68Q (1869.547874 sec): 3 clusters Score: Raw -408421.856395 + Penalty 2622.027264 = -405799.829132 nChanged 6 SP:Iteration 69Q (1869.566076 sec): 3 clusters Score: Raw -408424.917377 + Penalty 2622.027264 = -405802.890113 nChanged 8 SP:Iteration 70Q (1869.583922 sec): 3 clusters Score: Raw -408430.855226 + Penalty 2622.027264 = -405808.827962 nChanged 8 SP:Iteration 71Q (1869.601487 sec): 3 clusters Score: Raw -408438.003739 + Penalty 2622.027264 = -405815.976475 nChanged 15 SP:Iteration 72Q (1869.615605 sec): 3 clusters Score: Raw -408447.578249 + Penalty 2622.027264 = -405825.550985 nChanged 15 SP:Iteration 73Q (1869.663435 sec): 3 clusters Score: Raw -408458.455350 + Penalty 2622.027264 = -405836.428087 nChanged 8 SP:Iteration 74Q (1869.703962 sec): 3 clusters Score: Raw -408463.893228 + Penalty 2622.027264 = -405841.865965 nChanged 8 SP:Iteration 75Q (1869.753781 sec): 3 clusters Score: Raw -408467.038909 + Penalty 2622.027264 = -405845.011645 nChanged 5 SP:Iteration 76Q (1869.786168 sec): 3 clusters Score: Raw -408468.505989 + Penalty 2622.027264 = -405846.478725 nChanged 2 SP:Iteration 77Q (1869.802812 sec): 3 clusters Score: Raw -408468.989352 + Penalty 2622.027264 = -405846.962089 nChanged 1 SP:Iteration 78Q (1869.817809 sec): 3 clusters Score: Raw -408469.864095 + Penalty 2622.027264 = -405847.836831 nChanged 2 SP:Iteration 79Q (1869.831678 sec): 3 clusters Score: Raw -408470.420276 + Penalty 2622.027264 = -405848.393012 nChanged 1 SP:Iteration 80F (1869.859894 sec): 3 clusters Score: Raw -408470.820357 + Penalty 2622.027264 = -405848.793094 nChanged 0 Trying to split cluster 3 (15989 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1869.892833 sec): 2 clusters Score: Raw -2097932.846268 + Penalty 1572.944143 = -2096359.902125 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1869.967341 sec): 3 clusters Score: Raw -2088436.791494 + Penalty 3145.888286 = -2085290.903208 nChanged 7180 SP:Iteration 1F (1870.005584 sec): 3 clusters Score: Raw -2092403.064585 + Penalty 3145.888286 = -2089257.176299 nChanged 919 SP:Iteration 2F (1870.043613 sec): 3 clusters Score: Raw -2092809.353912 + Penalty 3145.888286 = -2089663.465626 nChanged 882 SP:Iteration 3F (1870.088514 sec): 3 clusters Score: Raw -2093242.674712 + Penalty 3145.888286 = -2090096.786425 nChanged 896 SP:Iteration 4F (1870.127724 sec): 3 clusters Score: Raw -2093752.885703 + Penalty 3145.888286 = -2090606.997417 nChanged 995 SP:Iteration 5F (1870.174839 sec): 3 clusters Score: Raw -2094438.452156 + Penalty 3145.888286 = -2091292.563870 nChanged 1087 SP:Iteration 6F (1870.212849 sec): 3 clusters Score: Raw -2095313.816366 + Penalty 3145.888286 = -2092167.928080 nChanged 1016 SP:Iteration 7F (1870.287391 sec): 3 clusters Score: Raw -2096183.076241 + Penalty 3145.888286 = -2093037.187955 nChanged 836 SP:Iteration 8F (1870.358170 sec): 3 clusters Score: Raw -2096930.991637 + Penalty 3145.888286 = -2093785.103351 nChanged 610 SP:Iteration 9Q (1870.430189 sec): 3 clusters Score: Raw -2097471.281399 + Penalty 3145.888286 = -2094325.393113 nChanged 343 SP:Iteration 10Q (1870.497784 sec): 3 clusters Score: Raw -2097768.233422 + Penalty 3145.888286 = -2094622.345136 nChanged 197 SP:Iteration 11Q (1870.567749 sec): 3 clusters Score: Raw -2097941.851368 + Penalty 3145.888286 = -2094795.963082 nChanged 109 SP:Iteration 12Q (1870.634864 sec): 3 clusters Score: Raw -2098041.539900 + Penalty 3145.888286 = -2094895.651614 nChanged 59 SP:Iteration 13Q (1870.699680 sec): 3 clusters Score: Raw -2098097.788544 + Penalty 3145.888286 = -2094951.900258 nChanged 37 SP:Iteration 14Q (1870.764552 sec): 3 clusters Score: Raw -2098132.753633 + Penalty 3145.888286 = -2094986.865347 nChanged 19 SP:Iteration 15Q (1870.832387 sec): 3 clusters Score: Raw -2098154.744759 + Penalty 3145.888286 = -2095008.856473 nChanged 17 SP:Iteration 16Q (1870.886564 sec): 3 clusters Score: Raw -2098168.876922 + Penalty 3145.888286 = -2095022.988636 nChanged 12 SP:Iteration 17Q (1870.963414 sec): 3 clusters Score: Raw -2098176.211858 + Penalty 3145.888286 = -2095030.323572 nChanged 6 SP:Iteration 18Q (1871.009242 sec): 3 clusters Score: Raw -2098182.581455 + Penalty 3145.888286 = -2095036.693169 nChanged 7 SP:Iteration 19Q (1871.072859 sec): 3 clusters Score: Raw -2098186.735313 + Penalty 3145.888286 = -2095040.847027 nChanged 2 SP:Iteration 20F (1871.148928 sec): 3 clusters Score: Raw -2098187.739714 + Penalty 3145.888286 = -2095041.851428 nChanged 1 SP:Iteration 21Q (1871.200681 sec): 3 clusters Score: Raw -2098188.677764 + Penalty 3145.888286 = -2095042.789478 nChanged 2 SP:Iteration 22Q (1871.272520 sec): 3 clusters Score: Raw -2098190.753427 + Penalty 3145.888286 = -2095044.865141 nChanged 4 SP:Iteration 23Q (1871.324391 sec): 3 clusters Score: Raw -2098194.092338 + Penalty 3145.888286 = -2095048.204052 nChanged 3 SP:Iteration 24Q (1871.384684 sec): 3 clusters Score: Raw -2098196.222520 + Penalty 3145.888286 = -2095050.334234 nChanged 4 SP:Iteration 25Q (1871.445978 sec): 3 clusters Score: Raw -2098198.682811 + Penalty 3145.888286 = -2095052.794525 nChanged 3 SP:Iteration 26Q (1871.518607 sec): 3 clusters Score: Raw -2098201.717930 + Penalty 3145.888286 = -2095055.829643 nChanged 4 SP:Iteration 27Q (1871.586571 sec): 3 clusters Score: Raw -2098203.880133 + Penalty 3145.888286 = -2095057.991847 nChanged 1 SP:Iteration 28Q (1871.640356 sec): 3 clusters Score: Raw -2098204.245316 + Penalty 3145.888286 = -2095058.357030 nChanged 0 SP:Iteration 29F (1871.715771 sec): 3 clusters Score: Raw -2098204.245316 + Penalty 3145.888286 = -2095058.357030 nChanged 0 Trying to split cluster 4 (3543 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1871.752764 sec): 2 clusters Score: Raw -453005.744773 + Penalty 1328.068480 = -451677.676294 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1871.792832 sec): 3 clusters Score: Raw -451245.907711 + Penalty 2656.136959 = -448589.770752 nChanged 1413 SP:Iteration 1F (1871.840337 sec): 3 clusters Score: Raw -452171.050517 + Penalty 2656.136959 = -449514.913558 nChanged 355 SP:Iteration 2F (1871.891906 sec): 3 clusters Score: Raw -452447.267875 + Penalty 2656.136959 = -449791.130916 nChanged 233 SP:Iteration 3F (1871.950991 sec): 3 clusters Score: Raw -452655.719693 + Penalty 2656.136959 = -449999.582734 nChanged 209 SP:Iteration 4F (1872.001136 sec): 3 clusters Score: Raw -452851.878359 + Penalty 2656.136959 = -450195.741400 nChanged 177 SP:Iteration 5Q (1872.056862 sec): 3 clusters Score: Raw -453004.675941 + Penalty 2656.136959 = -450348.538982 nChanged 149 SP:Iteration 6Q (1872.098056 sec): 3 clusters Score: Raw -453135.564509 + Penalty 2656.136959 = -450479.427550 nChanged 119 SP:Iteration 7Q (1872.148894 sec): 3 clusters Score: Raw -453235.807665 + Penalty 2656.136959 = -450579.670706 nChanged 114 SP:Iteration 8Q (1872.197871 sec): 3 clusters Score: Raw -453322.554241 + Penalty 2656.136959 = -450666.417282 nChanged 95 SP:Iteration 9Q (1872.247906 sec): 3 clusters Score: Raw -453390.840411 + Penalty 2656.136959 = -450734.703452 nChanged 85 SP:Iteration 10Q (1872.296285 sec): 3 clusters Score: Raw -453445.836452 + Penalty 2656.136959 = -450789.699493 nChanged 72 SP:Iteration 11Q (1872.344813 sec): 3 clusters Score: Raw -453488.988189 + Penalty 2656.136959 = -450832.851230 nChanged 63 SP:Iteration 12Q (1872.393019 sec): 3 clusters Score: Raw -453521.039047 + Penalty 2656.136959 = -450864.902088 nChanged 43 SP:Iteration 13Q (1872.444056 sec): 3 clusters Score: Raw -453540.348050 + Penalty 2656.136959 = -450884.211091 nChanged 37 SP:Iteration 14Q (1872.485452 sec): 3 clusters Score: Raw -453554.608381 + Penalty 2656.136959 = -450898.471422 nChanged 23 SP:Iteration 15Q (1872.533526 sec): 3 clusters Score: Raw -453565.214762 + Penalty 2656.136959 = -450909.077803 nChanged 18 SP:Iteration 16Q (1872.590625 sec): 3 clusters Score: Raw -453569.748501 + Penalty 2656.136959 = -450913.611542 nChanged 16 SP:Iteration 17Q (1872.638383 sec): 3 clusters Score: Raw -453574.695044 + Penalty 2656.136959 = -450918.558085 nChanged 16 SP:Iteration 18Q (1872.684937 sec): 3 clusters Score: Raw -453581.502306 + Penalty 2656.136959 = -450925.365347 nChanged 16 SP:Iteration 19Q (1872.732803 sec): 3 clusters Score: Raw -453588.612839 + Penalty 2656.136959 = -450932.475880 nChanged 16 SP:Iteration 20F (1872.780749 sec): 3 clusters Score: Raw -453593.419646 + Penalty 2656.136959 = -450937.282687 nChanged 13 SP:Iteration 21Q (1872.818467 sec): 3 clusters Score: Raw -453598.141905 + Penalty 2656.136959 = -450942.004946 nChanged 9 SP:Iteration 22Q (1872.863225 sec): 3 clusters Score: Raw -453600.878465 + Penalty 2656.136959 = -450944.741506 nChanged 8 SP:Iteration 23Q (1872.911027 sec): 3 clusters Score: Raw -453603.189546 + Penalty 2656.136959 = -450947.052587 nChanged 7 SP:Iteration 24Q (1872.966366 sec): 3 clusters Score: Raw -453605.286436 + Penalty 2656.136959 = -450949.149477 nChanged 8 SP:Iteration 25Q (1873.014308 sec): 3 clusters Score: Raw -453607.951897 + Penalty 2656.136959 = -450951.814938 nChanged 6 SP:Iteration 26Q (1873.062432 sec): 3 clusters Score: Raw -453610.157726 + Penalty 2656.136959 = -450954.020767 nChanged 3 SP:Iteration 27Q (1873.099704 sec): 3 clusters Score: Raw -453611.086932 + Penalty 2656.136959 = -450954.949973 nChanged 1 SP:Iteration 28Q (1873.158862 sec): 3 clusters Score: Raw -453611.232493 + Penalty 2656.136959 = -450955.095533 nChanged 1 SP:Iteration 29Q (1873.200052 sec): 3 clusters Score: Raw -453611.511407 + Penalty 2656.136959 = -450955.374448 nChanged 2 SP:Iteration 30Q (1873.257379 sec): 3 clusters Score: Raw -453612.125067 + Penalty 2656.136959 = -450955.988108 nChanged 2 SP:Iteration 31Q (1873.298660 sec): 3 clusters Score: Raw -453612.757005 + Penalty 2656.136959 = -450956.620045 nChanged 3 SP:Iteration 32Q (1873.349835 sec): 3 clusters Score: Raw -453613.503045 + Penalty 2656.136959 = -450957.366086 nChanged 2 SP:Iteration 33Q (1873.382284 sec): 3 clusters Score: Raw -453614.058496 + Penalty 2656.136959 = -450957.921537 nChanged 4 SP:Iteration 34Q (1873.427641 sec): 3 clusters Score: Raw -453615.090369 + Penalty 2656.136959 = -450958.953410 nChanged 3 SP:Iteration 35Q (1873.475388 sec): 3 clusters Score: Raw -453615.428783 + Penalty 2656.136959 = -450959.291824 nChanged 3 SP:Iteration 36Q (1873.520301 sec): 3 clusters Score: Raw -453616.215626 + Penalty 2656.136959 = -450960.078667 nChanged 4 SP:Iteration 37Q (1873.565689 sec): 3 clusters Score: Raw -453617.036143 + Penalty 2656.136959 = -450960.899184 nChanged 2 SP:Iteration 38Q (1873.609254 sec): 3 clusters Score: Raw -453617.572744 + Penalty 2656.136959 = -450961.435784 nChanged 3 SP:Iteration 39Q (1873.656118 sec): 3 clusters Score: Raw -453618.439030 + Penalty 2656.136959 = -450962.302071 nChanged 2 SP:Iteration 40F (1873.700958 sec): 3 clusters Score: Raw -453618.917429 + Penalty 2656.136959 = -450962.780470 nChanged 3 SP:Iteration 41Q (1873.745811 sec): 3 clusters Score: Raw -453619.648210 + Penalty 2656.136959 = -450963.511251 nChanged 4 SP:Iteration 42Q (1873.793770 sec): 3 clusters Score: Raw -453620.900286 + Penalty 2656.136959 = -450964.763327 nChanged 6 SP:Iteration 43Q (1873.851428 sec): 3 clusters Score: Raw -453622.960394 + Penalty 2656.136959 = -450966.823435 nChanged 10 SP:Iteration 44Q (1873.896562 sec): 3 clusters Score: Raw -453625.661704 + Penalty 2656.136959 = -450969.524745 nChanged 8 SP:Iteration 45Q (1873.944733 sec): 3 clusters Score: Raw -453627.353602 + Penalty 2656.136959 = -450971.216643 nChanged 7 SP:Iteration 46Q (1873.981620 sec): 3 clusters Score: Raw -453629.035465 + Penalty 2656.136959 = -450972.898506 nChanged 12 SP:Iteration 47Q (1874.026811 sec): 3 clusters Score: Raw -453632.392611 + Penalty 2656.136959 = -450976.255652 nChanged 10 SP:Iteration 48Q (1874.074392 sec): 3 clusters Score: Raw -453635.097408 + Penalty 2656.136959 = -450978.960448 nChanged 7 SP:Iteration 49Q (1874.122868 sec): 3 clusters Score: Raw -453638.252713 + Penalty 2656.136959 = -450982.115754 nChanged 9 SP:Iteration 50Q (1874.174122 sec): 3 clusters Score: Raw -453640.946369 + Penalty 2656.136959 = -450984.809410 nChanged 5 SP:Iteration 51Q (1874.225991 sec): 3 clusters Score: Raw -453642.096304 + Penalty 2656.136959 = -450985.959345 nChanged 4 SP:Iteration 52Q (1874.278321 sec): 3 clusters Score: Raw -453643.200891 + Penalty 2656.136959 = -450987.063931 nChanged 4 SP:Iteration 53Q (1874.331639 sec): 3 clusters Score: Raw -453644.120514 + Penalty 2656.136959 = -450987.983555 nChanged 1 SP:Iteration 54Q (1874.385174 sec): 3 clusters Score: Raw -453644.243960 + Penalty 2656.136959 = -450988.107001 nChanged 0 SP:Iteration 55F (1874.439126 sec): 3 clusters Score: Raw -453644.243960 + Penalty 2656.136959 = -450988.107001 nChanged 0 Trying to split cluster 5 (3636 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1874.469471 sec): 2 clusters Score: Raw -479802.457607 + Penalty 1332.278911 = -478470.178695 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1874.523368 sec): 3 clusters Score: Raw -478045.915179 + Penalty 2664.557823 = -475381.357357 nChanged 1407 SP:Iteration 1F (1874.576727 sec): 3 clusters Score: Raw -478915.427435 + Penalty 2664.557823 = -476250.869612 nChanged 260 SP:Iteration 2F (1874.630544 sec): 3 clusters Score: Raw -479072.442022 + Penalty 2664.557823 = -476407.884199 nChanged 182 SP:Iteration 3F (1874.683891 sec): 3 clusters Score: Raw -479189.950773 + Penalty 2664.557823 = -476525.392950 nChanged 167 SP:Iteration 4Q (1874.737348 sec): 3 clusters Score: Raw -479287.749366 + Penalty 2664.557823 = -476623.191543 nChanged 141 SP:Iteration 5Q (1874.790584 sec): 3 clusters Score: Raw -479373.798685 + Penalty 2664.557823 = -476709.240862 nChanged 126 SP:Iteration 6Q (1874.838599 sec): 3 clusters Score: Raw -479439.666807 + Penalty 2664.557823 = -476775.108984 nChanged 102 SP:Iteration 7Q (1874.892053 sec): 3 clusters Score: Raw -479489.963549 + Penalty 2664.557823 = -476825.405726 nChanged 79 SP:Iteration 8Q (1874.956453 sec): 3 clusters Score: Raw -479532.900984 + Penalty 2664.557823 = -476868.343161 nChanged 82 SP:Iteration 9Q (1874.987995 sec): 3 clusters Score: Raw -479578.695187 + Penalty 2664.557823 = -476914.137364 nChanged 85 SP:Iteration 10Q (1875.040827 sec): 3 clusters Score: Raw -479628.131064 + Penalty 2664.557823 = -476963.573241 nChanged 95 SP:Iteration 11Q (1875.094280 sec): 3 clusters Score: Raw -479685.545314 + Penalty 2664.557823 = -477020.987491 nChanged 80 SP:Iteration 12Q (1875.140511 sec): 3 clusters Score: Raw -479726.211475 + Penalty 2664.557823 = -477061.653652 nChanged 71 SP:Iteration 13Q (1875.194098 sec): 3 clusters Score: Raw -479761.791221 + Penalty 2664.557823 = -477097.233398 nChanged 59 SP:Iteration 14Q (1875.247513 sec): 3 clusters Score: Raw -479787.410453 + Penalty 2664.557823 = -477122.852630 nChanged 52 SP:Iteration 15Q (1875.300854 sec): 3 clusters Score: Raw -479816.066466 + Penalty 2664.557823 = -477151.508643 nChanged 44 SP:Iteration 16Q (1875.365725 sec): 3 clusters Score: Raw -479834.474392 + Penalty 2664.557823 = -477169.916569 nChanged 23 SP:Iteration 17Q (1875.399519 sec): 3 clusters Score: Raw -479842.383532 + Penalty 2664.557823 = -477177.825709 nChanged 21 SP:Iteration 18Q (1875.453934 sec): 3 clusters Score: Raw -479850.422612 + Penalty 2664.557823 = -477185.864789 nChanged 20 SP:Iteration 19Q (1875.507727 sec): 3 clusters Score: Raw -479861.054468 + Penalty 2664.557823 = -477196.496645 nChanged 23 SP:Iteration 20F (1875.560808 sec): 3 clusters Score: Raw -479873.975411 + Penalty 2664.557823 = -477209.417588 nChanged 30 SP:Iteration 21Q (1875.614377 sec): 3 clusters Score: Raw -479887.674583 + Penalty 2664.557823 = -477223.116760 nChanged 26 SP:Iteration 22Q (1875.659953 sec): 3 clusters Score: Raw -479900.572831 + Penalty 2664.557823 = -477236.015008 nChanged 28 SP:Iteration 23Q (1875.713596 sec): 3 clusters Score: Raw -479916.045064 + Penalty 2664.557823 = -477251.487241 nChanged 26 SP:Iteration 24Q (1875.767449 sec): 3 clusters Score: Raw -479925.719670 + Penalty 2664.557823 = -477261.161847 nChanged 17 SP:Iteration 25Q (1875.813814 sec): 3 clusters Score: Raw -479935.291513 + Penalty 2664.557823 = -477270.733690 nChanged 19 SP:Iteration 26Q (1875.867419 sec): 3 clusters Score: Raw -479943.310893 + Penalty 2664.557823 = -477278.753070 nChanged 12 SP:Iteration 27Q (1875.920150 sec): 3 clusters Score: Raw -479947.467292 + Penalty 2664.557823 = -477282.909469 nChanged 8 SP:Iteration 28Q (1875.964508 sec): 3 clusters Score: Raw -479950.285870 + Penalty 2664.557823 = -477285.728047 nChanged 7 SP:Iteration 29Q (1876.017729 sec): 3 clusters Score: Raw -479952.540585 + Penalty 2664.557823 = -477287.982762 nChanged 5 SP:Iteration 30Q (1876.070878 sec): 3 clusters Score: Raw -479954.564046 + Penalty 2664.557823 = -477290.006223 nChanged 7 SP:Iteration 31Q (1876.123971 sec): 3 clusters Score: Raw -479956.518469 + Penalty 2664.557823 = -477291.960646 nChanged 5 SP:Iteration 32Q (1876.176767 sec): 3 clusters Score: Raw -479958.036984 + Penalty 2664.557823 = -477293.479161 nChanged 1 SP:Iteration 33Q (1876.241885 sec): 3 clusters Score: Raw -479958.260075 + Penalty 2664.557823 = -477293.702252 nChanged 2 SP:Iteration 34Q (1876.274850 sec): 3 clusters Score: Raw -479959.385134 + Penalty 2664.557823 = -477294.827311 nChanged 2 SP:Iteration 35Q (1876.317240 sec): 3 clusters Score: Raw -479960.021083 + Penalty 2664.557823 = -477295.463260 nChanged 3 SP:Iteration 36Q (1876.355130 sec): 3 clusters Score: Raw -479961.171687 + Penalty 2664.557823 = -477296.613865 nChanged 4 SP:Iteration 37Q (1876.372926 sec): 3 clusters Score: Raw -479964.187201 + Penalty 2664.557823 = -477299.629378 nChanged 4 SP:Iteration 38Q (1876.389340 sec): 3 clusters Score: Raw -479965.920756 + Penalty 2664.557823 = -477301.362933 nChanged 3 SP:Iteration 39Q (1876.405799 sec): 3 clusters Score: Raw -479967.152187 + Penalty 2664.557823 = -477302.594364 nChanged 1 SP:Iteration 40F (1876.422400 sec): 3 clusters Score: Raw -479967.678009 + Penalty 2664.557823 = -477303.120186 nChanged 2 SP:Iteration 41Q (1876.438841 sec): 3 clusters Score: Raw -479967.918779 + Penalty 2664.557823 = -477303.360956 nChanged 0 SP:Iteration 42F (1876.456597 sec): 3 clusters Score: Raw -479967.918779 + Penalty 2664.557823 = -477303.360956 nChanged 0 Trying to split cluster 6 (150704 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1876.639619 sec): 2 clusters Score: Raw -20180961.628279 + Penalty 1937.499351 = -20179024.128929 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1876.883840 sec): 3 clusters Score: Raw -20081947.148299 + Penalty 3874.998701 = -20078072.149597 nChanged 72574 SP:Iteration 1F (1877.182149 sec): 3 clusters Score: Raw -20124611.198209 + Penalty 3874.998701 = -20120736.199508 nChanged 5453 SP:Iteration 2Q (1877.460297 sec): 3 clusters Score: Raw -20126175.555582 + Penalty 3874.998701 = -20122300.556881 nChanged 5953 SP:Iteration 3Q (1877.749141 sec): 3 clusters Score: Raw -20128399.592816 + Penalty 3874.998701 = -20124524.594115 nChanged 7008 SP:Iteration 4Q (1878.030838 sec): 3 clusters Score: Raw -20131771.704789 + Penalty 3874.998701 = -20127896.706087 nChanged 8512 SP:Iteration 5F (1878.327545 sec): 3 clusters Score: Raw -20136693.351663 + Penalty 3874.998701 = -20132818.352962 nChanged 9903 SP:Iteration 6F (1878.617660 sec): 3 clusters Score: Raw -20143511.723253 + Penalty 3874.998701 = -20139636.724552 nChanged 10476 SP:Iteration 7F (1878.915079 sec): 3 clusters Score: Raw -20151929.492537 + Penalty 3874.998701 = -20148054.493836 nChanged 9990 SP:Iteration 8F (1879.212247 sec): 3 clusters Score: Raw -20160731.090523 + Penalty 3874.998701 = -20156856.091822 nChanged 7930 SP:Iteration 9F (1879.509641 sec): 3 clusters Score: Raw -20167355.433294 + Penalty 3874.998701 = -20163480.434593 nChanged 5557 SP:Iteration 10Q (1879.807437 sec): 3 clusters Score: Raw -20171364.084347 + Penalty 3874.998701 = -20167489.085646 nChanged 4093 SP:Iteration 11Q (1880.096280 sec): 3 clusters Score: Raw -20173988.543694 + Penalty 3874.998701 = -20170113.544993 nChanged 3254 SP:Iteration 12Q (1880.375278 sec): 3 clusters Score: Raw -20175917.863555 + Penalty 3874.998701 = -20172042.864853 nChanged 2684 SP:Iteration 13Q (1880.621106 sec): 3 clusters Score: Raw -20177420.394884 + Penalty 3874.998701 = -20173545.396183 nChanged 2109 SP:Iteration 14Q (1880.858198 sec): 3 clusters Score: Raw -20178538.976349 + Penalty 3874.998701 = -20174663.977648 nChanged 1782 SP:Iteration 15Q (1881.104675 sec): 3 clusters Score: Raw -20179425.011112 + Penalty 3874.998701 = -20175550.012410 nChanged 1396 SP:Iteration 16Q (1881.316329 sec): 3 clusters Score: Raw -20180055.878354 + Penalty 3874.998701 = -20176180.879652 nChanged 1099 SP:Iteration 17Q (1881.525881 sec): 3 clusters Score: Raw -20180535.457777 + Penalty 3874.998701 = -20176660.459075 nChanged 886 SP:Iteration 18Q (1881.734970 sec): 3 clusters Score: Raw -20180913.325901 + Penalty 3874.998701 = -20177038.327200 nChanged 711 SP:Iteration 19Q (1881.939956 sec): 3 clusters Score: Raw -20181210.515564 + Penalty 3874.998701 = -20177335.516862 nChanged 552 SP:Iteration 20F (1882.191835 sec): 3 clusters Score: Raw -20181435.842886 + Penalty 3874.998701 = -20177560.844185 nChanged 426 SP:Iteration 21Q (1882.390833 sec): 3 clusters Score: Raw -20181626.069752 + Penalty 3874.998701 = -20177751.071051 nChanged 350 SP:Iteration 22Q (1882.615417 sec): 3 clusters Score: Raw -20181820.037822 + Penalty 3874.998701 = -20177945.039120 nChanged 273 SP:Iteration 23Q (1882.845894 sec): 3 clusters Score: Raw -20182001.989248 + Penalty 3874.998701 = -20178126.990547 nChanged 232 SP:Iteration 24Q (1883.072849 sec): 3 clusters Score: Raw -20182196.549931 + Penalty 3874.998701 = -20178321.551229 nChanged 243 SP:Iteration 25Q (1883.304278 sec): 3 clusters Score: Raw -20182390.822534 + Penalty 3874.998701 = -20178515.823833 nChanged 230 SP:Iteration 26Q (1883.534475 sec): 3 clusters Score: Raw -20182571.321570 + Penalty 3874.998701 = -20178696.322869 nChanged 229 SP:Iteration 27Q (1883.762888 sec): 3 clusters Score: Raw -20182713.491344 + Penalty 3874.998701 = -20178838.492643 nChanged 218 SP:Iteration 28Q (1883.990321 sec): 3 clusters Score: Raw -20182824.737571 + Penalty 3874.998701 = -20178949.738870 nChanged 205 SP:Iteration 29Q (1884.217998 sec): 3 clusters Score: Raw -20182905.575317 + Penalty 3874.998701 = -20179030.576615 nChanged 177 SP:Iteration 30Q (1884.445847 sec): 3 clusters Score: Raw -20182978.888340 + Penalty 3874.998701 = -20179103.889638 nChanged 185 SP:Iteration 31Q (1884.660481 sec): 3 clusters Score: Raw -20183052.629719 + Penalty 3874.998701 = -20179177.631018 nChanged 167 SP:Iteration 32Q (1884.887922 sec): 3 clusters Score: Raw -20183120.462333 + Penalty 3874.998701 = -20179245.463631 nChanged 171 SP:Iteration 33Q (1885.109196 sec): 3 clusters Score: Raw -20183174.696584 + Penalty 3874.998701 = -20179299.697882 nChanged 147 SP:Iteration 34Q (1885.321645 sec): 3 clusters Score: Raw -20183217.552534 + Penalty 3874.998701 = -20179342.553833 nChanged 121 SP:Iteration 35Q (1885.548555 sec): 3 clusters Score: Raw -20183253.347119 + Penalty 3874.998701 = -20179378.348417 nChanged 108 SP:Iteration 36Q (1885.773733 sec): 3 clusters Score: Raw -20183281.267934 + Penalty 3874.998701 = -20179406.269233 nChanged 81 SP:Iteration 37Q (1885.998995 sec): 3 clusters Score: Raw -20183301.119105 + Penalty 3874.998701 = -20179426.120404 nChanged 79 SP:Iteration 38Q (1886.208050 sec): 3 clusters Score: Raw -20183316.467908 + Penalty 3874.998701 = -20179441.469207 nChanged 58 SP:Iteration 39Q (1886.400222 sec): 3 clusters Score: Raw -20183326.628140 + Penalty 3874.998701 = -20179451.629439 nChanged 51 SP:Iteration 40F (1886.649563 sec): 3 clusters Score: Raw -20183364.533427 + Penalty 3874.998701 = -20179489.534725 nChanged 90 SP:Iteration 41Q (1886.856628 sec): 3 clusters Score: Raw -20183397.629422 + Penalty 3874.998701 = -20179522.630720 nChanged 87 SP:Iteration 42Q (1887.067307 sec): 3 clusters Score: Raw -20183421.693312 + Penalty 3874.998701 = -20179546.694610 nChanged 90 SP:Iteration 43Q (1887.258717 sec): 3 clusters Score: Raw -20183445.277297 + Penalty 3874.998701 = -20179570.278595 nChanged 94 SP:Iteration 44Q (1887.450479 sec): 3 clusters Score: Raw -20183470.548326 + Penalty 3874.998701 = -20179595.549625 nChanged 99 SP:Iteration 45Q (1887.647361 sec): 3 clusters Score: Raw -20183493.138786 + Penalty 3874.998701 = -20179618.140084 nChanged 101 SP:Iteration 46Q (1887.852237 sec): 3 clusters Score: Raw -20183512.755360 + Penalty 3874.998701 = -20179637.756659 nChanged 78 SP:Iteration 47Q (1888.069197 sec): 3 clusters Score: Raw -20183530.021813 + Penalty 3874.998701 = -20179655.023111 nChanged 86 SP:Iteration 48Q (1888.293905 sec): 3 clusters Score: Raw -20183544.389774 + Penalty 3874.998701 = -20179669.391072 nChanged 57 SP:Iteration 49Q (1888.520717 sec): 3 clusters Score: Raw -20183552.674873 + Penalty 3874.998701 = -20179677.676172 nChanged 51 SP:Iteration 50Q (1888.747082 sec): 3 clusters Score: Raw -20183559.933392 + Penalty 3874.998701 = -20179684.934691 nChanged 53 SP:Iteration 51Q (1888.973835 sec): 3 clusters Score: Raw -20183566.495368 + Penalty 3874.998701 = -20179691.496666 nChanged 52 SP:Iteration 52Q (1889.200407 sec): 3 clusters Score: Raw -20183573.496092 + Penalty 3874.998701 = -20179698.497391 nChanged 58 SP:Iteration 53Q (1889.426230 sec): 3 clusters Score: Raw -20183581.818899 + Penalty 3874.998701 = -20179706.820198 nChanged 42 SP:Iteration 54Q (1889.652299 sec): 3 clusters Score: Raw -20183587.538073 + Penalty 3874.998701 = -20179712.539371 nChanged 44 SP:Iteration 55Q (1889.872084 sec): 3 clusters Score: Raw -20183594.089141 + Penalty 3874.998701 = -20179719.090440 nChanged 38 SP:Iteration 56Q (1890.092930 sec): 3 clusters Score: Raw -20183598.537153 + Penalty 3874.998701 = -20179723.538452 nChanged 35 SP:Iteration 57Q (1890.346333 sec): 3 clusters Score: Raw -20183604.312203 + Penalty 3874.998701 = -20179729.313501 nChanged 45 SP:Iteration 58Q (1890.598846 sec): 3 clusters Score: Raw -20183610.282801 + Penalty 3874.998701 = -20179735.284099 nChanged 41 SP:Iteration 59Q (1890.843739 sec): 3 clusters Score: Raw -20183615.839116 + Penalty 3874.998701 = -20179740.840414 nChanged 46 SP:Iteration 60F (1891.138436 sec): 3 clusters Score: Raw -20183621.535394 + Penalty 3874.998701 = -20179746.536693 nChanged 41 SP:Iteration 61Q (1891.392099 sec): 3 clusters Score: Raw -20183625.007859 + Penalty 3874.998701 = -20179750.009158 nChanged 18 SP:Iteration 62Q (1891.627664 sec): 3 clusters Score: Raw -20183626.743238 + Penalty 3874.998701 = -20179751.744536 nChanged 18 SP:Iteration 63Q (1891.827204 sec): 3 clusters Score: Raw -20183628.342667 + Penalty 3874.998701 = -20179753.343966 nChanged 16 SP:Iteration 64Q (1892.022415 sec): 3 clusters Score: Raw -20183629.392253 + Penalty 3874.998701 = -20179754.393551 nChanged 10 SP:Iteration 65Q (1892.220572 sec): 3 clusters Score: Raw -20183630.258226 + Penalty 3874.998701 = -20179755.259525 nChanged 10 SP:Iteration 66Q (1892.413979 sec): 3 clusters Score: Raw -20183630.920407 + Penalty 3874.998701 = -20179755.921706 nChanged 10 SP:Iteration 67Q (1892.607554 sec): 3 clusters Score: Raw -20183631.896629 + Penalty 3874.998701 = -20179756.897928 nChanged 9 SP:Iteration 68Q (1892.803185 sec): 3 clusters Score: Raw -20183632.545060 + Penalty 3874.998701 = -20179757.546359 nChanged 8 SP:Iteration 69Q (1893.001653 sec): 3 clusters Score: Raw -20183633.262872 + Penalty 3874.998701 = -20179758.264171 nChanged 7 SP:Iteration 70Q (1893.220148 sec): 3 clusters Score: Raw -20183633.841336 + Penalty 3874.998701 = -20179758.842634 nChanged 6 SP:Iteration 71Q (1893.440454 sec): 3 clusters Score: Raw -20183634.265970 + Penalty 3874.998701 = -20179759.267268 nChanged 5 SP:Iteration 72Q (1893.670716 sec): 3 clusters Score: Raw -20183634.593799 + Penalty 3874.998701 = -20179759.595098 nChanged 3 SP:Iteration 73Q (1893.897567 sec): 3 clusters Score: Raw -20183634.704694 + Penalty 3874.998701 = -20179759.705992 nChanged 1 SP:Iteration 74Q (1894.125265 sec): 3 clusters Score: Raw -20183634.750643 + Penalty 3874.998701 = -20179759.751942 nChanged 1 SP:Iteration 75Q (1894.353393 sec): 3 clusters Score: Raw -20183634.791190 + Penalty 3874.998701 = -20179759.792488 nChanged 0 SP:Iteration 76F (1894.621556 sec): 3 clusters Score: Raw -20183634.791190 + Penalty 3874.998701 = -20179759.792488 nChanged 0 Score: Raw -99935767.024901 + Penalty 63883.449798 = -99871883.575103 Splitting cluster 6 changes total score from -99871408.434532 to -99871883.575103 So it's getting split into cluster 29. Trying to split cluster 7 (1751 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1908.333039 sec): 2 clusters Score: Raw -211681.830284 + Penalty 1213.540629 = -210468.289656 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1908.396960 sec): 3 clusters Score: Raw -210993.726110 + Penalty 2427.081258 = -208566.644852 nChanged 617 SP:Iteration 1F (1908.437140 sec): 3 clusters Score: Raw -211459.312762 + Penalty 2427.081258 = -209032.231504 nChanged 150 SP:Iteration 2F (1908.486280 sec): 3 clusters Score: Raw -211589.923983 + Penalty 2427.081258 = -209162.842725 nChanged 102 SP:Iteration 3F (1908.537070 sec): 3 clusters Score: Raw -211709.122745 + Penalty 2427.081258 = -209282.041487 nChanged 109 SP:Iteration 4F (1908.588711 sec): 3 clusters Score: Raw -211833.520929 + Penalty 2427.081258 = -209406.439671 nChanged 95 SP:Iteration 5F (1908.639736 sec): 3 clusters Score: Raw -211932.547580 + Penalty 2427.081258 = -209505.466322 nChanged 70 SP:Iteration 6Q (1908.704113 sec): 3 clusters Score: Raw -211986.920687 + Penalty 2427.081258 = -209559.839429 nChanged 43 SP:Iteration 7Q (1908.743638 sec): 3 clusters Score: Raw -212033.476606 + Penalty 2427.081258 = -209606.395348 nChanged 34 SP:Iteration 8Q (1908.788883 sec): 3 clusters Score: Raw -212066.695300 + Penalty 2427.081258 = -209639.614042 nChanged 43 SP:Iteration 9Q (1908.840601 sec): 3 clusters Score: Raw -212110.584686 + Penalty 2427.081258 = -209683.503428 nChanged 36 SP:Iteration 10Q (1908.892299 sec): 3 clusters Score: Raw -212142.891687 + Penalty 2427.081258 = -209715.810429 nChanged 22 SP:Iteration 11Q (1908.942917 sec): 3 clusters Score: Raw -212153.315118 + Penalty 2427.081258 = -209726.233860 nChanged 7 SP:Iteration 12Q (1908.994674 sec): 3 clusters Score: Raw -212156.522228 + Penalty 2427.081258 = -209729.440970 nChanged 5 SP:Iteration 13Q (1909.035707 sec): 3 clusters Score: Raw -212158.402980 + Penalty 2427.081258 = -209731.321722 nChanged 2 SP:Iteration 14Q (1909.087037 sec): 3 clusters Score: Raw -212160.921265 + Penalty 2427.081258 = -209733.840007 nChanged 3 SP:Iteration 15Q (1909.144533 sec): 3 clusters Score: Raw -212162.341765 + Penalty 2427.081258 = -209735.260507 nChanged 4 SP:Iteration 16Q (1909.184347 sec): 3 clusters Score: Raw -212164.295025 + Penalty 2427.081258 = -209737.213767 nChanged 3 SP:Iteration 17Q (1909.230176 sec): 3 clusters Score: Raw -212165.199954 + Penalty 2427.081258 = -209738.118696 nChanged 1 SP:Iteration 18Q (1909.274349 sec): 3 clusters Score: Raw -212165.630550 + Penalty 2427.081258 = -209738.549292 nChanged 0 SP:Iteration 19F (1909.326497 sec): 3 clusters Score: Raw -212165.630550 + Penalty 2427.081258 = -209738.549292 nChanged 0 Trying to split cluster 8 (34344 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1909.393223 sec): 2 clusters Score: Raw -4456148.200285 + Penalty 1697.179674 = -4454451.020611 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1909.498999 sec): 3 clusters Score: Raw -4434798.069852 + Penalty 3394.359348 = -4431403.710503 nChanged 15919 SP:Iteration 1F (1909.599564 sec): 3 clusters Score: Raw -4443551.340452 + Penalty 3394.359348 = -4440156.981104 nChanged 1607 SP:Iteration 2Q (1909.702212 sec): 3 clusters Score: Raw -4444071.698738 + Penalty 3394.359348 = -4440677.339390 nChanged 1532 SP:Iteration 3Q (1909.796390 sec): 3 clusters Score: Raw -4444607.603175 + Penalty 3394.359348 = -4441213.243826 nChanged 1541 SP:Iteration 4Q (1909.903592 sec): 3 clusters Score: Raw -4445255.829027 + Penalty 3394.359348 = -4441861.469679 nChanged 1589 SP:Iteration 5Q (1910.000934 sec): 3 clusters Score: Raw -4446048.740211 + Penalty 3394.359348 = -4442654.380863 nChanged 1680 SP:Iteration 6Q (1910.078809 sec): 3 clusters Score: Raw -4446984.528980 + Penalty 3394.359348 = -4443590.169632 nChanged 1676 SP:Iteration 7Q (1910.144759 sec): 3 clusters Score: Raw -4448001.760117 + Penalty 3394.359348 = -4444607.400769 nChanged 1793 SP:Iteration 8F (1910.209151 sec): 3 clusters Score: Raw -4449114.778678 + Penalty 3394.359348 = -4445720.419329 nChanged 1750 SP:Iteration 9F (1910.278160 sec): 3 clusters Score: Raw -4450101.768837 + Penalty 3394.359348 = -4446707.409489 nChanged 1583 SP:Iteration 10Q (1910.342638 sec): 3 clusters Score: Raw -4450905.107966 + Penalty 3394.359348 = -4447510.748618 nChanged 1375 SP:Iteration 11Q (1910.405340 sec): 3 clusters Score: Raw -4451473.874046 + Penalty 3394.359348 = -4448079.514698 nChanged 1092 SP:Iteration 12Q (1910.484851 sec): 3 clusters Score: Raw -4451832.186997 + Penalty 3394.359348 = -4448437.827649 nChanged 858 SP:Iteration 13Q (1910.548794 sec): 3 clusters Score: Raw -4452059.100546 + Penalty 3394.359348 = -4448664.741198 nChanged 647 SP:Iteration 14Q (1910.610499 sec): 3 clusters Score: Raw -4452218.761112 + Penalty 3394.359348 = -4448824.401763 nChanged 536 SP:Iteration 15Q (1910.673138 sec): 3 clusters Score: Raw -4452344.822436 + Penalty 3394.359348 = -4448950.463088 nChanged 524 SP:Iteration 16Q (1910.734896 sec): 3 clusters Score: Raw -4452468.988045 + Penalty 3394.359348 = -4449074.628697 nChanged 472 SP:Iteration 17Q (1910.796923 sec): 3 clusters Score: Raw -4452576.207223 + Penalty 3394.359348 = -4449181.847875 nChanged 427 SP:Iteration 18Q (1910.858386 sec): 3 clusters Score: Raw -4452665.059882 + Penalty 3394.359348 = -4449270.700534 nChanged 393 SP:Iteration 19Q (1910.933053 sec): 3 clusters Score: Raw -4452746.427913 + Penalty 3394.359348 = -4449352.068565 nChanged 371 SP:Iteration 20F (1911.032025 sec): 3 clusters Score: Raw -4452826.556763 + Penalty 3394.359348 = -4449432.197415 nChanged 374 SP:Iteration 21Q (1911.122697 sec): 3 clusters Score: Raw -4452908.367886 + Penalty 3394.359348 = -4449514.008537 nChanged 352 SP:Iteration 22Q (1911.219597 sec): 3 clusters Score: Raw -4452989.502905 + Penalty 3394.359348 = -4449595.143557 nChanged 364 SP:Iteration 23Q (1911.316928 sec): 3 clusters Score: Raw -4453078.571106 + Penalty 3394.359348 = -4449684.211758 nChanged 432 SP:Iteration 24Q (1911.414112 sec): 3 clusters Score: Raw -4453192.083126 + Penalty 3394.359348 = -4449797.723778 nChanged 429 SP:Iteration 25Q (1911.503903 sec): 3 clusters Score: Raw -4453306.174374 + Penalty 3394.359348 = -4449911.815026 nChanged 435 SP:Iteration 26Q (1911.600928 sec): 3 clusters Score: Raw -4453422.757900 + Penalty 3394.359348 = -4450028.398552 nChanged 405 SP:Iteration 27Q (1911.687598 sec): 3 clusters Score: Raw -4453536.732134 + Penalty 3394.359348 = -4450142.372786 nChanged 418 SP:Iteration 28Q (1911.777286 sec): 3 clusters Score: Raw -4453655.189191 + Penalty 3394.359348 = -4450260.829843 nChanged 433 SP:Iteration 29Q (1911.869490 sec): 3 clusters Score: Raw -4453776.364517 + Penalty 3394.359348 = -4450382.005169 nChanged 419 SP:Iteration 30Q (1911.963166 sec): 3 clusters Score: Raw -4453905.592486 + Penalty 3394.359348 = -4450511.233138 nChanged 442 SP:Iteration 31Q (1912.042864 sec): 3 clusters Score: Raw -4454045.878751 + Penalty 3394.359348 = -4450651.519403 nChanged 459 SP:Iteration 32Q (1912.135156 sec): 3 clusters Score: Raw -4454202.103518 + Penalty 3394.359348 = -4450807.744170 nChanged 451 SP:Iteration 33Q (1912.226859 sec): 3 clusters Score: Raw -4454359.561051 + Penalty 3394.359348 = -4450965.201703 nChanged 465 SP:Iteration 34Q (1912.294805 sec): 3 clusters Score: Raw -4454529.328888 + Penalty 3394.359348 = -4451134.969539 nChanged 459 SP:Iteration 35Q (1912.353751 sec): 3 clusters Score: Raw -4454715.020605 + Penalty 3394.359348 = -4451320.661256 nChanged 464 SP:Iteration 36Q (1912.413570 sec): 3 clusters Score: Raw -4454918.403988 + Penalty 3394.359348 = -4451524.044640 nChanged 455 SP:Iteration 37Q (1912.478536 sec): 3 clusters Score: Raw -4455127.396719 + Penalty 3394.359348 = -4451733.037371 nChanged 412 SP:Iteration 38Q (1912.545029 sec): 3 clusters Score: Raw -4455328.438891 + Penalty 3394.359348 = -4451934.079543 nChanged 387 SP:Iteration 39Q (1912.601110 sec): 3 clusters Score: Raw -4455521.460411 + Penalty 3394.359348 = -4452127.101063 nChanged 333 SP:Iteration 40F (1912.666011 sec): 3 clusters Score: Raw -4455705.248332 + Penalty 3394.359348 = -4452310.888984 nChanged 270 SP:Iteration 41Q (1912.727049 sec): 3 clusters Score: Raw -4455853.551332 + Penalty 3394.359348 = -4452459.191984 nChanged 219 SP:Iteration 42Q (1912.789807 sec): 3 clusters Score: Raw -4455968.739513 + Penalty 3394.359348 = -4452574.380165 nChanged 164 SP:Iteration 43Q (1912.850177 sec): 3 clusters Score: Raw -4456041.971006 + Penalty 3394.359348 = -4452647.611658 nChanged 144 SP:Iteration 44Q (1912.926394 sec): 3 clusters Score: Raw -4456115.005613 + Penalty 3394.359348 = -4452720.646264 nChanged 114 SP:Iteration 45Q (1912.986973 sec): 3 clusters Score: Raw -4456163.772770 + Penalty 3394.359348 = -4452769.413422 nChanged 96 SP:Iteration 46Q (1913.082268 sec): 3 clusters Score: Raw -4456203.163321 + Penalty 3394.359348 = -4452808.803972 nChanged 78 SP:Iteration 47Q (1913.176536 sec): 3 clusters Score: Raw -4456230.392662 + Penalty 3394.359348 = -4452836.033314 nChanged 53 SP:Iteration 48Q (1913.256986 sec): 3 clusters Score: Raw -4456249.449743 + Penalty 3394.359348 = -4452855.090395 nChanged 58 SP:Iteration 49Q (1913.341930 sec): 3 clusters Score: Raw -4456269.233576 + Penalty 3394.359348 = -4452874.874228 nChanged 45 SP:Iteration 50Q (1913.429975 sec): 3 clusters Score: Raw -4456285.118281 + Penalty 3394.359348 = -4452890.758932 nChanged 33 SP:Iteration 51Q (1913.512661 sec): 3 clusters Score: Raw -4456298.608061 + Penalty 3394.359348 = -4452904.248712 nChanged 43 SP:Iteration 52Q (1913.595139 sec): 3 clusters Score: Raw -4456314.184851 + Penalty 3394.359348 = -4452919.825503 nChanged 35 SP:Iteration 53Q (1913.670986 sec): 3 clusters Score: Raw -4456328.333354 + Penalty 3394.359348 = -4452933.974006 nChanged 41 SP:Iteration 54Q (1913.758783 sec): 3 clusters Score: Raw -4456341.883922 + Penalty 3394.359348 = -4452947.524574 nChanged 23 SP:Iteration 55Q (1913.851695 sec): 3 clusters Score: Raw -4456350.346050 + Penalty 3394.359348 = -4452955.986702 nChanged 15 SP:Iteration 56Q (1913.924194 sec): 3 clusters Score: Raw -4456357.214113 + Penalty 3394.359348 = -4452962.854764 nChanged 20 SP:Iteration 57Q (1914.011114 sec): 3 clusters Score: Raw -4456363.377929 + Penalty 3394.359348 = -4452969.018580 nChanged 10 SP:Iteration 58Q (1914.098361 sec): 3 clusters Score: Raw -4456366.808654 + Penalty 3394.359348 = -4452972.449306 nChanged 12 SP:Iteration 59Q (1914.185605 sec): 3 clusters Score: Raw -4456370.345741 + Penalty 3394.359348 = -4452975.986393 nChanged 14 SP:Iteration 60F (1914.285266 sec): 3 clusters Score: Raw -4456374.275574 + Penalty 3394.359348 = -4452979.916226 nChanged 10 SP:Iteration 61Q (1914.365282 sec): 3 clusters Score: Raw -4456378.625280 + Penalty 3394.359348 = -4452984.265932 nChanged 10 SP:Iteration 62Q (1914.448791 sec): 3 clusters Score: Raw -4456381.989973 + Penalty 3394.359348 = -4452987.630625 nChanged 13 SP:Iteration 63Q (1914.536635 sec): 3 clusters Score: Raw -4456386.624399 + Penalty 3394.359348 = -4452992.265051 nChanged 19 SP:Iteration 64Q (1914.623558 sec): 3 clusters Score: Raw -4456394.736378 + Penalty 3394.359348 = -4453000.377029 nChanged 25 SP:Iteration 65Q (1914.710867 sec): 3 clusters Score: Raw -4456406.983763 + Penalty 3394.359348 = -4453012.624414 nChanged 19 SP:Iteration 66Q (1914.797746 sec): 3 clusters Score: Raw -4456414.198900 + Penalty 3394.359348 = -4453019.839552 nChanged 18 SP:Iteration 67Q (1914.885633 sec): 3 clusters Score: Raw -4456422.085348 + Penalty 3394.359348 = -4453027.726000 nChanged 23 SP:Iteration 68Q (1914.971354 sec): 3 clusters Score: Raw -4456433.130451 + Penalty 3394.359348 = -4453038.771103 nChanged 18 SP:Iteration 69Q (1915.058917 sec): 3 clusters Score: Raw -4456443.302890 + Penalty 3394.359348 = -4453048.943542 nChanged 20 SP:Iteration 70Q (1915.141797 sec): 3 clusters Score: Raw -4456453.335696 + Penalty 3394.359348 = -4453058.976348 nChanged 25 SP:Iteration 71Q (1915.222353 sec): 3 clusters Score: Raw -4456462.320072 + Penalty 3394.359348 = -4453067.960724 nChanged 14 SP:Iteration 72Q (1915.309543 sec): 3 clusters Score: Raw -4456466.900945 + Penalty 3394.359348 = -4453072.541597 nChanged 14 SP:Iteration 73Q (1915.396032 sec): 3 clusters Score: Raw -4456471.575138 + Penalty 3394.359348 = -4453077.215790 nChanged 11 SP:Iteration 74Q (1915.482716 sec): 3 clusters Score: Raw -4456475.519448 + Penalty 3394.359348 = -4453081.160100 nChanged 7 SP:Iteration 75Q (1915.569683 sec): 3 clusters Score: Raw -4456477.464594 + Penalty 3394.359348 = -4453083.105246 nChanged 8 SP:Iteration 76Q (1915.655085 sec): 3 clusters Score: Raw -4456479.833382 + Penalty 3394.359348 = -4453085.474034 nChanged 4 SP:Iteration 77Q (1915.741583 sec): 3 clusters Score: Raw -4456481.509818 + Penalty 3394.359348 = -4453087.150470 nChanged 4 SP:Iteration 78Q (1915.828411 sec): 3 clusters Score: Raw -4456483.515829 + Penalty 3394.359348 = -4453089.156481 nChanged 6 SP:Iteration 79Q (1915.916064 sec): 3 clusters Score: Raw -4456486.635276 + Penalty 3394.359348 = -4453092.275928 nChanged 12 SP:Iteration 80F (1916.004147 sec): 3 clusters Score: Raw -4456490.541847 + Penalty 3394.359348 = -4453096.182499 nChanged 6 SP:Iteration 81Q (1916.090363 sec): 3 clusters Score: Raw -4456493.393941 + Penalty 3394.359348 = -4453099.034593 nChanged 5 SP:Iteration 82Q (1916.162236 sec): 3 clusters Score: Raw -4456495.796828 + Penalty 3394.359348 = -4453101.437480 nChanged 6 SP:Iteration 83Q (1916.249388 sec): 3 clusters Score: Raw -4456498.734443 + Penalty 3394.359348 = -4453104.375095 nChanged 6 SP:Iteration 84Q (1916.336097 sec): 3 clusters Score: Raw -4456500.780332 + Penalty 3394.359348 = -4453106.420984 nChanged 4 SP:Iteration 85Q (1916.422711 sec): 3 clusters Score: Raw -4456502.435164 + Penalty 3394.359348 = -4453108.075816 nChanged 2 SP:Iteration 86Q (1916.515040 sec): 3 clusters Score: Raw -4456502.948097 + Penalty 3394.359348 = -4453108.588749 nChanged 1 SP:Iteration 87Q (1916.594431 sec): 3 clusters Score: Raw -4456503.154279 + Penalty 3394.359348 = -4453108.794931 nChanged 0 SP:Iteration 88F (1916.694717 sec): 3 clusters Score: Raw -4456503.154279 + Penalty 3394.359348 = -4453108.794931 nChanged 0 Trying to split cluster 9 (11491 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1916.719129 sec): 2 clusters Score: Raw -1556337.809316 + Penalty 1519.264402 = -1554818.544914 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1916.751758 sec): 3 clusters Score: Raw -1549770.407945 + Penalty 3038.528805 = -1546731.879140 nChanged 5012 SP:Iteration 1F (1916.784504 sec): 3 clusters Score: Raw -1552519.971743 + Penalty 3038.528805 = -1549481.442938 nChanged 745 SP:Iteration 2F (1916.819371 sec): 3 clusters Score: Raw -1552983.215256 + Penalty 3038.528805 = -1549944.686451 nChanged 750 SP:Iteration 3F (1916.852307 sec): 3 clusters Score: Raw -1553487.451659 + Penalty 3038.528805 = -1550448.922854 nChanged 725 SP:Iteration 4F (1916.887842 sec): 3 clusters Score: Raw -1553983.998523 + Penalty 3038.528805 = -1550945.469718 nChanged 671 SP:Iteration 5F (1916.921976 sec): 3 clusters Score: Raw -1554409.941122 + Penalty 3038.528805 = -1551371.412318 nChanged 595 SP:Iteration 6F (1916.953655 sec): 3 clusters Score: Raw -1554747.617342 + Penalty 3038.528805 = -1551709.088537 nChanged 534 SP:Iteration 7Q (1916.990437 sec): 3 clusters Score: Raw -1555026.062720 + Penalty 3038.528805 = -1551987.533916 nChanged 429 SP:Iteration 8Q (1917.023782 sec): 3 clusters Score: Raw -1555246.294643 + Penalty 3038.528805 = -1552207.765839 nChanged 387 SP:Iteration 9Q (1917.055589 sec): 3 clusters Score: Raw -1555449.479456 + Penalty 3038.528805 = -1552410.950651 nChanged 374 SP:Iteration 10Q (1917.098063 sec): 3 clusters Score: Raw -1555638.999976 + Penalty 3038.528805 = -1552600.471171 nChanged 314 SP:Iteration 11Q (1917.132293 sec): 3 clusters Score: Raw -1555762.504064 + Penalty 3038.528805 = -1552723.975259 nChanged 245 SP:Iteration 12Q (1917.175903 sec): 3 clusters Score: Raw -1555854.004595 + Penalty 3038.528805 = -1552815.475790 nChanged 206 SP:Iteration 13Q (1917.209058 sec): 3 clusters Score: Raw -1555928.984878 + Penalty 3038.528805 = -1552890.456073 nChanged 182 SP:Iteration 14Q (1917.245810 sec): 3 clusters Score: Raw -1555988.537100 + Penalty 3038.528805 = -1552950.008296 nChanged 146 SP:Iteration 15Q (1917.287174 sec): 3 clusters Score: Raw -1556030.204818 + Penalty 3038.528805 = -1552991.676013 nChanged 134 SP:Iteration 16Q (1917.320169 sec): 3 clusters Score: Raw -1556070.160433 + Penalty 3038.528805 = -1553031.631629 nChanged 120 SP:Iteration 17Q (1917.358364 sec): 3 clusters Score: Raw -1556105.480416 + Penalty 3038.528805 = -1553066.951611 nChanged 114 SP:Iteration 18Q (1917.389407 sec): 3 clusters Score: Raw -1556137.599617 + Penalty 3038.528805 = -1553099.070812 nChanged 118 SP:Iteration 19Q (1917.420672 sec): 3 clusters Score: Raw -1556168.619036 + Penalty 3038.528805 = -1553130.090232 nChanged 97 SP:Iteration 20F (1917.460163 sec): 3 clusters Score: Raw -1556188.501847 + Penalty 3038.528805 = -1553149.973042 nChanged 95 SP:Iteration 21Q (1917.495021 sec): 3 clusters Score: Raw -1556210.503564 + Penalty 3038.528805 = -1553171.974759 nChanged 89 SP:Iteration 22Q (1917.529376 sec): 3 clusters Score: Raw -1556231.437756 + Penalty 3038.528805 = -1553192.908951 nChanged 82 SP:Iteration 23Q (1917.560614 sec): 3 clusters Score: Raw -1556250.868713 + Penalty 3038.528805 = -1553212.339908 nChanged 75 SP:Iteration 24Q (1917.594404 sec): 3 clusters Score: Raw -1556267.108484 + Penalty 3038.528805 = -1553228.579679 nChanged 68 SP:Iteration 25Q (1917.625909 sec): 3 clusters Score: Raw -1556281.141874 + Penalty 3038.528805 = -1553242.613069 nChanged 62 SP:Iteration 26Q (1917.664306 sec): 3 clusters Score: Raw -1556293.268750 + Penalty 3038.528805 = -1553254.739945 nChanged 57 SP:Iteration 27Q (1917.705596 sec): 3 clusters Score: Raw -1556304.983975 + Penalty 3038.528805 = -1553266.455170 nChanged 52 SP:Iteration 28Q (1917.777906 sec): 3 clusters Score: Raw -1556312.404833 + Penalty 3038.528805 = -1553273.876028 nChanged 33 SP:Iteration 29Q (1917.811298 sec): 3 clusters Score: Raw -1556317.577958 + Penalty 3038.528805 = -1553279.049153 nChanged 34 SP:Iteration 30Q (1917.861489 sec): 3 clusters Score: Raw -1556323.027107 + Penalty 3038.528805 = -1553284.498302 nChanged 33 SP:Iteration 31Q (1917.892185 sec): 3 clusters Score: Raw -1556328.716182 + Penalty 3038.528805 = -1553290.187377 nChanged 35 SP:Iteration 32Q (1917.922935 sec): 3 clusters Score: Raw -1556333.568882 + Penalty 3038.528805 = -1553295.040078 nChanged 30 SP:Iteration 33Q (1917.953591 sec): 3 clusters Score: Raw -1556337.952784 + Penalty 3038.528805 = -1553299.423979 nChanged 26 SP:Iteration 34Q (1917.991393 sec): 3 clusters Score: Raw -1556341.149222 + Penalty 3038.528805 = -1553302.620417 nChanged 23 SP:Iteration 35Q (1918.025480 sec): 3 clusters Score: Raw -1556344.049196 + Penalty 3038.528805 = -1553305.520391 nChanged 17 SP:Iteration 36Q (1918.063303 sec): 3 clusters Score: Raw -1556346.053551 + Penalty 3038.528805 = -1553307.524746 nChanged 17 SP:Iteration 37Q (1918.099913 sec): 3 clusters Score: Raw -1556347.512002 + Penalty 3038.528805 = -1553308.983198 nChanged 8 SP:Iteration 38Q (1918.135217 sec): 3 clusters Score: Raw -1556348.191143 + Penalty 3038.528805 = -1553309.662338 nChanged 4 SP:Iteration 39Q (1918.165979 sec): 3 clusters Score: Raw -1556348.594281 + Penalty 3038.528805 = -1553310.065476 nChanged 7 SP:Iteration 40F (1918.202936 sec): 3 clusters Score: Raw -1556349.353684 + Penalty 3038.528805 = -1553310.824880 nChanged 5 SP:Iteration 41Q (1918.237606 sec): 3 clusters Score: Raw -1556350.070162 + Penalty 3038.528805 = -1553311.541357 nChanged 7 SP:Iteration 42Q (1918.268118 sec): 3 clusters Score: Raw -1556350.637774 + Penalty 3038.528805 = -1553312.108969 nChanged 8 SP:Iteration 43Q (1918.298870 sec): 3 clusters Score: Raw -1556351.428402 + Penalty 3038.528805 = -1553312.899597 nChanged 6 SP:Iteration 44Q (1918.335772 sec): 3 clusters Score: Raw -1556351.973968 + Penalty 3038.528805 = -1553313.445163 nChanged 4 SP:Iteration 45Q (1918.372058 sec): 3 clusters Score: Raw -1556352.221232 + Penalty 3038.528805 = -1553313.692427 nChanged 3 SP:Iteration 46Q (1918.406266 sec): 3 clusters Score: Raw -1556352.379918 + Penalty 3038.528805 = -1553313.851113 nChanged 2 SP:Iteration 47Q (1918.436839 sec): 3 clusters Score: Raw -1556352.498463 + Penalty 3038.528805 = -1553313.969658 nChanged 1 SP:Iteration 48Q (1918.474410 sec): 3 clusters Score: Raw -1556352.542940 + Penalty 3038.528805 = -1553314.014135 nChanged 1 SP:Iteration 49Q (1918.511500 sec): 3 clusters Score: Raw -1556352.586277 + Penalty 3038.528805 = -1553314.057472 nChanged 0 SP:Iteration 50F (1918.544914 sec): 3 clusters Score: Raw -1556352.586277 + Penalty 3038.528805 = -1553314.057472 nChanged 0 Trying to split cluster 10 (2521 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1918.561439 sec): 2 clusters Score: Raw -310778.544485 + Penalty 1272.766776 = -309505.777710 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1918.574225 sec): 3 clusters Score: Raw -309614.340788 + Penalty 2545.533551 = -307068.807236 nChanged 955 SP:Iteration 1F (1918.590346 sec): 3 clusters Score: Raw -310426.113137 + Penalty 2545.533551 = -307880.579586 nChanged 296 SP:Iteration 2F (1918.608150 sec): 3 clusters Score: Raw -310816.193553 + Penalty 2545.533551 = -308270.660002 nChanged 220 SP:Iteration 3F (1918.625740 sec): 3 clusters Score: Raw -311128.605015 + Penalty 2545.533551 = -308583.071464 nChanged 177 SP:Iteration 4F (1918.644269 sec): 3 clusters Score: Raw -311347.868029 + Penalty 2545.533551 = -308802.334477 nChanged 115 SP:Iteration 5Q (1918.661636 sec): 3 clusters Score: Raw -311449.755414 + Penalty 2545.533551 = -308904.221863 nChanged 72 SP:Iteration 6Q (1918.679067 sec): 3 clusters Score: Raw -311500.751971 + Penalty 2545.533551 = -308955.218419 nChanged 42 SP:Iteration 7Q (1918.697198 sec): 3 clusters Score: Raw -311528.558223 + Penalty 2545.533551 = -308983.024672 nChanged 37 SP:Iteration 8Q (1918.715332 sec): 3 clusters Score: Raw -311545.929932 + Penalty 2545.533551 = -309000.396381 nChanged 18 SP:Iteration 9Q (1918.733107 sec): 3 clusters Score: Raw -311554.481316 + Penalty 2545.533551 = -309008.947764 nChanged 15 SP:Iteration 10Q (1918.751574 sec): 3 clusters Score: Raw -311563.535617 + Penalty 2545.533551 = -309018.002066 nChanged 17 SP:Iteration 11Q (1918.769119 sec): 3 clusters Score: Raw -311569.658588 + Penalty 2545.533551 = -309024.125037 nChanged 11 SP:Iteration 12Q (1918.787047 sec): 3 clusters Score: Raw -311574.794270 + Penalty 2545.533551 = -309029.260719 nChanged 7 SP:Iteration 13Q (1918.804939 sec): 3 clusters Score: Raw -311579.107098 + Penalty 2545.533551 = -309033.573547 nChanged 14 SP:Iteration 14Q (1918.822983 sec): 3 clusters Score: Raw -311585.124838 + Penalty 2545.533551 = -309039.591287 nChanged 6 SP:Iteration 15Q (1918.840142 sec): 3 clusters Score: Raw -311587.391486 + Penalty 2545.533551 = -309041.857934 nChanged 6 SP:Iteration 16Q (1918.857913 sec): 3 clusters Score: Raw -311588.886987 + Penalty 2545.533551 = -309043.353436 nChanged 7 SP:Iteration 17Q (1918.875803 sec): 3 clusters Score: Raw -311591.467138 + Penalty 2545.533551 = -309045.933587 nChanged 10 SP:Iteration 18Q (1918.894240 sec): 3 clusters Score: Raw -311593.815315 + Penalty 2545.533551 = -309048.281764 nChanged 4 SP:Iteration 19Q (1918.912050 sec): 3 clusters Score: Raw -311594.909176 + Penalty 2545.533551 = -309049.375625 nChanged 2 SP:Iteration 20F (1918.930191 sec): 3 clusters Score: Raw -311595.243014 + Penalty 2545.533551 = -309049.709462 nChanged 2 SP:Iteration 21Q (1918.948133 sec): 3 clusters Score: Raw -311595.582798 + Penalty 2545.533551 = -309050.049247 nChanged 2 SP:Iteration 22Q (1918.965690 sec): 3 clusters Score: Raw -311595.974478 + Penalty 2545.533551 = -309050.440926 nChanged 1 SP:Iteration 23Q (1918.983760 sec): 3 clusters Score: Raw -311596.168702 + Penalty 2545.533551 = -309050.635151 nChanged 1 SP:Iteration 24Q (1919.001447 sec): 3 clusters Score: Raw -311596.354722 + Penalty 2545.533551 = -309050.821171 nChanged 1 SP:Iteration 25Q (1919.020012 sec): 3 clusters Score: Raw -311596.766919 + Penalty 2545.533551 = -309051.233368 nChanged 2 SP:Iteration 26Q (1919.038311 sec): 3 clusters Score: Raw -311597.275370 + Penalty 2545.533551 = -309051.741818 nChanged 3 SP:Iteration 27Q (1919.055505 sec): 3 clusters Score: Raw -311600.405507 + Penalty 2545.533551 = -309054.871955 nChanged 2 SP:Iteration 28Q (1919.073852 sec): 3 clusters Score: Raw -311600.858826 + Penalty 2545.533551 = -309055.325275 nChanged 2 SP:Iteration 29Q (1919.092352 sec): 3 clusters Score: Raw -311601.836382 + Penalty 2545.533551 = -309056.302830 nChanged 2 SP:Iteration 30Q (1919.109594 sec): 3 clusters Score: Raw -311602.218385 + Penalty 2545.533551 = -309056.684834 nChanged 2 SP:Iteration 31Q (1919.127496 sec): 3 clusters Score: Raw -311602.730548 + Penalty 2545.533551 = -309057.196997 nChanged 3 SP:Iteration 32Q (1919.145069 sec): 3 clusters Score: Raw -311603.528276 + Penalty 2545.533551 = -309057.994725 nChanged 3 SP:Iteration 33Q (1919.163005 sec): 3 clusters Score: Raw -311603.891093 + Penalty 2545.533551 = -309058.357542 nChanged 1 SP:Iteration 34Q (1919.175862 sec): 3 clusters Score: Raw -311604.279357 + Penalty 2545.533551 = -309058.745806 nChanged 1 SP:Iteration 35Q (1919.188677 sec): 3 clusters Score: Raw -311604.480388 + Penalty 2545.533551 = -309058.946837 nChanged 0 SP:Iteration 36F (1919.201700 sec): 3 clusters Score: Raw -311604.480388 + Penalty 2545.533551 = -309058.946837 nChanged 0 Trying to split cluster 11 (213936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1919.465869 sec): 2 clusters Score: Raw -28393266.599764 + Penalty 1994.432730 = -28391272.167034 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1919.829704 sec): 3 clusters Score: Raw -28251536.986072 + Penalty 3988.865460 = -28247548.120612 nChanged 103779 SP:Iteration 1F (1920.188366 sec): 3 clusters Score: Raw -28315821.076009 + Penalty 3988.865460 = -28311832.210549 nChanged 8979 SP:Iteration 2Q (1920.575656 sec): 3 clusters Score: Raw -28319261.532296 + Penalty 3988.865460 = -28315272.666836 nChanged 10003 SP:Iteration 3Q (1920.956276 sec): 3 clusters Score: Raw -28323820.624071 + Penalty 3988.865460 = -28319831.758611 nChanged 11250 SP:Iteration 4F (1921.312548 sec): 3 clusters Score: Raw -28329785.798774 + Penalty 3988.865460 = -28325796.933314 nChanged 12644 SP:Iteration 5F (1921.669642 sec): 3 clusters Score: Raw -28337290.181611 + Penalty 3988.865460 = -28333301.316152 nChanged 13387 SP:Iteration 6F (1922.015737 sec): 3 clusters Score: Raw -28346069.602232 + Penalty 3988.865460 = -28342080.736772 nChanged 13349 SP:Iteration 7F (1922.377420 sec): 3 clusters Score: Raw -28355659.756140 + Penalty 3988.865460 = -28351670.890681 nChanged 11997 SP:Iteration 8F (1922.733216 sec): 3 clusters Score: Raw -28364009.303591 + Penalty 3988.865460 = -28360020.438131 nChanged 9392 SP:Iteration 9Q (1923.081263 sec): 3 clusters Score: Raw -28369206.450749 + Penalty 3988.865460 = -28365217.585290 nChanged 6553 SP:Iteration 10Q (1923.425104 sec): 3 clusters Score: Raw -28372009.618837 + Penalty 3988.865460 = -28368020.753377 nChanged 4811 SP:Iteration 11Q (1923.768802 sec): 3 clusters Score: Raw -28373867.568048 + Penalty 3988.865460 = -28369878.702588 nChanged 4094 SP:Iteration 12Q (1924.115474 sec): 3 clusters Score: Raw -28375389.611063 + Penalty 3988.865460 = -28371400.745604 nChanged 3891 SP:Iteration 13Q (1924.442054 sec): 3 clusters Score: Raw -28376810.294848 + Penalty 3988.865460 = -28372821.429388 nChanged 3770 SP:Iteration 14Q (1924.788738 sec): 3 clusters Score: Raw -28378202.421165 + Penalty 3988.865460 = -28374213.555705 nChanged 3721 SP:Iteration 15Q (1925.131778 sec): 3 clusters Score: Raw -28379596.114673 + Penalty 3988.865460 = -28375607.249213 nChanged 3633 SP:Iteration 16Q (1925.464959 sec): 3 clusters Score: Raw -28381005.430213 + Penalty 3988.865460 = -28377016.564753 nChanged 3589 SP:Iteration 17Q (1925.816131 sec): 3 clusters Score: Raw -28382406.527605 + Penalty 3988.865460 = -28378417.662145 nChanged 3473 SP:Iteration 18Q (1926.164603 sec): 3 clusters Score: Raw -28383777.838267 + Penalty 3988.865460 = -28379788.972808 nChanged 3405 SP:Iteration 19Q (1926.507863 sec): 3 clusters Score: Raw -28385147.618597 + Penalty 3988.865460 = -28381158.753138 nChanged 3193 SP:Iteration 20F (1926.869918 sec): 3 clusters Score: Raw -28386441.071246 + Penalty 3988.865460 = -28382452.205787 nChanged 2979 SP:Iteration 21Q (1927.197015 sec): 3 clusters Score: Raw -28387649.837300 + Penalty 3988.865460 = -28383660.971841 nChanged 2702 SP:Iteration 22Q (1927.532237 sec): 3 clusters Score: Raw -28388717.145906 + Penalty 3988.865460 = -28384728.280446 nChanged 2477 SP:Iteration 23Q (1927.865784 sec): 3 clusters Score: Raw -28389678.994427 + Penalty 3988.865460 = -28385690.128967 nChanged 2229 SP:Iteration 24Q (1928.162723 sec): 3 clusters Score: Raw -28390509.012963 + Penalty 3988.865460 = -28386520.147503 nChanged 1993 SP:Iteration 25Q (1928.491853 sec): 3 clusters Score: Raw -28391203.947728 + Penalty 3988.865460 = -28387215.082268 nChanged 1687 SP:Iteration 26Q (1928.809083 sec): 3 clusters Score: Raw -28391745.499678 + Penalty 3988.865460 = -28387756.634218 nChanged 1490 SP:Iteration 27Q (1929.125242 sec): 3 clusters Score: Raw -28392172.146788 + Penalty 3988.865460 = -28388183.281328 nChanged 1294 SP:Iteration 28Q (1929.446120 sec): 3 clusters Score: Raw -28392512.611855 + Penalty 3988.865460 = -28388523.746395 nChanged 1151 SP:Iteration 29Q (1929.757181 sec): 3 clusters Score: Raw -28392805.919627 + Penalty 3988.865460 = -28388817.054167 nChanged 1037 SP:Iteration 30Q (1930.073271 sec): 3 clusters Score: Raw -28393058.936267 + Penalty 3988.865460 = -28389070.070807 nChanged 951 SP:Iteration 31Q (1930.391864 sec): 3 clusters Score: Raw -28393284.786054 + Penalty 3988.865460 = -28389295.920594 nChanged 800 SP:Iteration 32Q (1930.702909 sec): 3 clusters Score: Raw -28393470.025387 + Penalty 3988.865460 = -28389481.159928 nChanged 724 SP:Iteration 33Q (1931.010872 sec): 3 clusters Score: Raw -28393631.779917 + Penalty 3988.865460 = -28389642.914458 nChanged 608 SP:Iteration 34Q (1931.317245 sec): 3 clusters Score: Raw -28393757.982334 + Penalty 3988.865460 = -28389769.116874 nChanged 564 SP:Iteration 35Q (1931.619926 sec): 3 clusters Score: Raw -28393869.846203 + Penalty 3988.865460 = -28389880.980744 nChanged 508 SP:Iteration 36Q (1931.899130 sec): 3 clusters Score: Raw -28393965.787462 + Penalty 3988.865460 = -28389976.922003 nChanged 453 SP:Iteration 37Q (1932.177577 sec): 3 clusters Score: Raw -28394047.436618 + Penalty 3988.865460 = -28390058.571159 nChanged 407 SP:Iteration 38Q (1932.457197 sec): 3 clusters Score: Raw -28394114.460720 + Penalty 3988.865460 = -28390125.595260 nChanged 338 SP:Iteration 39Q (1932.741074 sec): 3 clusters Score: Raw -28394164.655940 + Penalty 3988.865460 = -28390175.790480 nChanged 315 SP:Iteration 40F (1933.068137 sec): 3 clusters Score: Raw -28394210.403246 + Penalty 3988.865460 = -28390221.537786 nChanged 260 SP:Iteration 41Q (1933.378127 sec): 3 clusters Score: Raw -28394249.486744 + Penalty 3988.865460 = -28390260.621284 nChanged 256 SP:Iteration 42Q (1933.682980 sec): 3 clusters Score: Raw -28394283.698440 + Penalty 3988.865460 = -28390294.832980 nChanged 216 SP:Iteration 43Q (1933.993620 sec): 3 clusters Score: Raw -28394314.590702 + Penalty 3988.865460 = -28390325.725242 nChanged 228 SP:Iteration 44Q (1934.301568 sec): 3 clusters Score: Raw -28394348.303217 + Penalty 3988.865460 = -28390359.437757 nChanged 199 SP:Iteration 45Q (1934.607709 sec): 3 clusters Score: Raw -28394376.320764 + Penalty 3988.865460 = -28390387.455304 nChanged 189 SP:Iteration 46Q (1934.912835 sec): 3 clusters Score: Raw -28394401.204671 + Penalty 3988.865460 = -28390412.339211 nChanged 152 SP:Iteration 47Q (1935.218761 sec): 3 clusters Score: Raw -28394419.697311 + Penalty 3988.865460 = -28390430.831851 nChanged 132 SP:Iteration 48Q (1935.506045 sec): 3 clusters Score: Raw -28394435.927807 + Penalty 3988.865460 = -28390447.062347 nChanged 123 SP:Iteration 49Q (1935.800316 sec): 3 clusters Score: Raw -28394448.941947 + Penalty 3988.865460 = -28390460.076488 nChanged 106 SP:Iteration 50Q (1936.097583 sec): 3 clusters Score: Raw -28394460.313974 + Penalty 3988.865460 = -28390471.448515 nChanged 106 SP:Iteration 51Q (1936.436878 sec): 3 clusters Score: Raw -28394470.453332 + Penalty 3988.865460 = -28390481.587872 nChanged 82 SP:Iteration 52Q (1936.722218 sec): 3 clusters Score: Raw -28394478.082995 + Penalty 3988.865460 = -28390489.217535 nChanged 65 SP:Iteration 53Q (1936.990925 sec): 3 clusters Score: Raw -28394483.684151 + Penalty 3988.865460 = -28390494.818691 nChanged 58 SP:Iteration 54Q (1937.265135 sec): 3 clusters Score: Raw -28394488.526682 + Penalty 3988.865460 = -28390499.661222 nChanged 54 SP:Iteration 55Q (1937.536242 sec): 3 clusters Score: Raw -28394493.080029 + Penalty 3988.865460 = -28390504.214569 nChanged 57 SP:Iteration 56Q (1937.808000 sec): 3 clusters Score: Raw -28394497.988928 + Penalty 3988.865460 = -28390509.123469 nChanged 54 SP:Iteration 57Q (1938.083961 sec): 3 clusters Score: Raw -28394502.952145 + Penalty 3988.865460 = -28390514.086686 nChanged 50 SP:Iteration 58Q (1938.386406 sec): 3 clusters Score: Raw -28394506.977231 + Penalty 3988.865460 = -28390518.111772 nChanged 43 SP:Iteration 59Q (1938.685232 sec): 3 clusters Score: Raw -28394510.237124 + Penalty 3988.865460 = -28390521.371665 nChanged 39 SP:Iteration 60F (1939.052243 sec): 3 clusters Score: Raw -28394513.774323 + Penalty 3988.865460 = -28390524.908863 nChanged 40 SP:Iteration 61Q (1939.349008 sec): 3 clusters Score: Raw -28394517.359142 + Penalty 3988.865460 = -28390528.493682 nChanged 45 SP:Iteration 62Q (1939.646354 sec): 3 clusters Score: Raw -28394521.580693 + Penalty 3988.865460 = -28390532.715233 nChanged 35 SP:Iteration 63Q (1939.946724 sec): 3 clusters Score: Raw -28394524.774689 + Penalty 3988.865460 = -28390535.909230 nChanged 45 SP:Iteration 64Q (1940.252334 sec): 3 clusters Score: Raw -28394529.427230 + Penalty 3988.865460 = -28390540.561770 nChanged 55 SP:Iteration 65Q (1940.544129 sec): 3 clusters Score: Raw -28394534.680458 + Penalty 3988.865460 = -28390545.814999 nChanged 41 SP:Iteration 66Q (1940.838131 sec): 3 clusters Score: Raw -28394538.496146 + Penalty 3988.865460 = -28390549.630687 nChanged 46 SP:Iteration 67Q (1941.141406 sec): 3 clusters Score: Raw -28394542.519350 + Penalty 3988.865460 = -28390553.653890 nChanged 40 SP:Iteration 68Q (1941.444877 sec): 3 clusters Score: Raw -28394546.337386 + Penalty 3988.865460 = -28390557.471926 nChanged 47 SP:Iteration 69Q (1941.713016 sec): 3 clusters Score: Raw -28394551.646937 + Penalty 3988.865460 = -28390562.781478 nChanged 56 SP:Iteration 70Q (1941.983600 sec): 3 clusters Score: Raw -28394557.290996 + Penalty 3988.865460 = -28390568.425536 nChanged 45 SP:Iteration 71Q (1942.254896 sec): 3 clusters Score: Raw -28394562.177612 + Penalty 3988.865460 = -28390573.312152 nChanged 59 SP:Iteration 72Q (1942.550527 sec): 3 clusters Score: Raw -28394569.193792 + Penalty 3988.865460 = -28390580.328332 nChanged 53 SP:Iteration 73Q (1942.839000 sec): 3 clusters Score: Raw -28394575.163059 + Penalty 3988.865460 = -28390586.297599 nChanged 45 SP:Iteration 74Q (1943.137286 sec): 3 clusters Score: Raw -28394580.825896 + Penalty 3988.865460 = -28390591.960436 nChanged 40 SP:Iteration 75Q (1943.412937 sec): 3 clusters Score: Raw -28394584.862364 + Penalty 3988.865460 = -28390595.996905 nChanged 34 SP:Iteration 76Q (1943.687040 sec): 3 clusters Score: Raw -28394588.186021 + Penalty 3988.865460 = -28390599.320561 nChanged 31 SP:Iteration 77Q (1943.990090 sec): 3 clusters Score: Raw -28394591.144014 + Penalty 3988.865460 = -28390602.278554 nChanged 24 SP:Iteration 78Q (1944.284074 sec): 3 clusters Score: Raw -28394592.954105 + Penalty 3988.865460 = -28390604.088645 nChanged 28 SP:Iteration 79Q (1944.586646 sec): 3 clusters Score: Raw -28394595.553416 + Penalty 3988.865460 = -28390606.687957 nChanged 29 SP:Iteration 80F (1944.944547 sec): 3 clusters Score: Raw -28394598.331803 + Penalty 3988.865460 = -28390609.466343 nChanged 31 SP:Iteration 81Q (1945.246454 sec): 3 clusters Score: Raw -28394600.839251 + Penalty 3988.865460 = -28390611.973791 nChanged 26 SP:Iteration 82Q (1945.546275 sec): 3 clusters Score: Raw -28394603.291684 + Penalty 3988.865460 = -28390614.426224 nChanged 25 SP:Iteration 83Q (1945.848069 sec): 3 clusters Score: Raw -28394605.099134 + Penalty 3988.865460 = -28390616.233674 nChanged 24 SP:Iteration 84Q (1946.150082 sec): 3 clusters Score: Raw -28394606.987337 + Penalty 3988.865460 = -28390618.121877 nChanged 22 SP:Iteration 85Q (1946.416550 sec): 3 clusters Score: Raw -28394608.637905 + Penalty 3988.865460 = -28390619.772445 nChanged 17 SP:Iteration 86Q (1946.691895 sec): 3 clusters Score: Raw -28394609.890575 + Penalty 3988.865460 = -28390621.025115 nChanged 12 SP:Iteration 87Q (1946.959383 sec): 3 clusters Score: Raw -28394610.858807 + Penalty 3988.865460 = -28390621.993348 nChanged 10 SP:Iteration 88Q (1947.231399 sec): 3 clusters Score: Raw -28394611.425604 + Penalty 3988.865460 = -28390622.560144 nChanged 10 SP:Iteration 89Q (1947.500229 sec): 3 clusters Score: Raw -28394612.172875 + Penalty 3988.865460 = -28390623.307415 nChanged 6 SP:Iteration 90Q (1947.797075 sec): 3 clusters Score: Raw -28394612.881899 + Penalty 3988.865460 = -28390624.016439 nChanged 9 SP:Iteration 91Q (1948.097531 sec): 3 clusters Score: Raw -28394613.821427 + Penalty 3988.865460 = -28390624.955967 nChanged 7 SP:Iteration 92Q (1948.401267 sec): 3 clusters Score: Raw -28394614.362934 + Penalty 3988.865460 = -28390625.497474 nChanged 9 SP:Iteration 93Q (1948.705784 sec): 3 clusters Score: Raw -28394615.086945 + Penalty 3988.865460 = -28390626.221485 nChanged 15 SP:Iteration 94Q (1949.045731 sec): 3 clusters Score: Raw -28394616.452808 + Penalty 3988.865460 = -28390627.587348 nChanged 16 SP:Iteration 95Q (1949.385165 sec): 3 clusters Score: Raw -28394617.685876 + Penalty 3988.865460 = -28390628.820416 nChanged 13 SP:Iteration 96Q (1949.724343 sec): 3 clusters Score: Raw -28394618.862311 + Penalty 3988.865460 = -28390629.996851 nChanged 14 SP:Iteration 97Q (1950.064327 sec): 3 clusters Score: Raw -28394619.926576 + Penalty 3988.865460 = -28390631.061116 nChanged 13 SP:Iteration 98Q (1950.403310 sec): 3 clusters Score: Raw -28394621.008098 + Penalty 3988.865460 = -28390632.142638 nChanged 9 SP:Iteration 99Q (1950.743552 sec): 3 clusters Score: Raw -28394621.591614 + Penalty 3988.865460 = -28390632.726155 nChanged 10 SP:Iteration 100F (1951.140528 sec): 3 clusters Score: Raw -28394622.473665 + Penalty 3988.865460 = -28390633.608205 nChanged 20 SP:Iteration 101Q (1951.479260 sec): 3 clusters Score: Raw -28394623.918215 + Penalty 3988.865460 = -28390635.052755 nChanged 17 SP:Iteration 102Q (1951.771385 sec): 3 clusters Score: Raw -28394625.235906 + Penalty 3988.865460 = -28390636.370446 nChanged 7 SP:Iteration 103Q (1952.049226 sec): 3 clusters Score: Raw -28394625.858022 + Penalty 3988.865460 = -28390636.992563 nChanged 6 SP:Iteration 104Q (1952.344112 sec): 3 clusters Score: Raw -28394626.047388 + Penalty 3988.865460 = -28390637.181928 nChanged 4 SP:Iteration 105Q (1952.613604 sec): 3 clusters Score: Raw -28394626.482845 + Penalty 3988.865460 = -28390637.617385 nChanged 4 SP:Iteration 106Q (1952.897389 sec): 3 clusters Score: Raw -28394626.787702 + Penalty 3988.865460 = -28390637.922243 nChanged 5 SP:Iteration 107Q (1953.194723 sec): 3 clusters Score: Raw -28394627.190917 + Penalty 3988.865460 = -28390638.325457 nChanged 4 SP:Iteration 108Q (1953.477635 sec): 3 clusters Score: Raw -28394627.379183 + Penalty 3988.865460 = -28390638.513724 nChanged 3 SP:Iteration 109Q (1953.763979 sec): 3 clusters Score: Raw -28394627.708449 + Penalty 3988.865460 = -28390638.842989 nChanged 8 SP:Iteration 110Q (1954.051149 sec): 3 clusters Score: Raw -28394628.361551 + Penalty 3988.865460 = -28390639.496091 nChanged 7 SP:Iteration 111Q (1954.338340 sec): 3 clusters Score: Raw -28394628.858876 + Penalty 3988.865460 = -28390639.993416 nChanged 7 SP:Iteration 112Q (1954.624288 sec): 3 clusters Score: Raw -28394629.521946 + Penalty 3988.865460 = -28390640.656486 nChanged 6 SP:Iteration 113Q (1954.912732 sec): 3 clusters Score: Raw -28394629.839757 + Penalty 3988.865460 = -28390640.974297 nChanged 3 SP:Iteration 114Q (1955.198836 sec): 3 clusters Score: Raw -28394630.069315 + Penalty 3988.865460 = -28390641.203855 nChanged 3 SP:Iteration 115Q (1955.500761 sec): 3 clusters Score: Raw -28394630.274684 + Penalty 3988.865460 = -28390641.409224 nChanged 4 SP:Iteration 116Q (1955.802226 sec): 3 clusters Score: Raw -28394630.489882 + Penalty 3988.865460 = -28390641.624422 nChanged 4 SP:Iteration 117Q (1956.082492 sec): 3 clusters Score: Raw -28394630.747004 + Penalty 3988.865460 = -28390641.881545 nChanged 0 SP:Iteration 118F (1956.406164 sec): 3 clusters Score: Raw -28394630.747004 + Penalty 3988.865460 = -28390641.881545 nChanged 0 Trying to split cluster 12 (8832 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1956.431542 sec): 2 clusters Score: Raw -1175644.060089 + Penalty 1476.497225 = -1174167.562864 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1956.458522 sec): 3 clusters Score: Raw -1170681.563325 + Penalty 2952.994450 = -1167728.568875 nChanged 3751 SP:Iteration 1F (1956.485230 sec): 3 clusters Score: Raw -1172617.199633 + Penalty 2952.994450 = -1169664.205183 nChanged 544 SP:Iteration 2F (1956.513010 sec): 3 clusters Score: Raw -1172858.909587 + Penalty 2952.994450 = -1169905.915137 nChanged 468 SP:Iteration 3F (1956.540844 sec): 3 clusters Score: Raw -1173072.617411 + Penalty 2952.994450 = -1170119.622962 nChanged 400 SP:Iteration 4Q (1956.601349 sec): 3 clusters Score: Raw -1173270.001320 + Penalty 2952.994450 = -1170317.006870 nChanged 407 SP:Iteration 5Q (1956.644456 sec): 3 clusters Score: Raw -1173483.929996 + Penalty 2952.994450 = -1170530.935546 nChanged 411 SP:Iteration 6Q (1956.689615 sec): 3 clusters Score: Raw -1173725.009026 + Penalty 2952.994450 = -1170772.014576 nChanged 429 SP:Iteration 7Q (1956.742011 sec): 3 clusters Score: Raw -1173998.144378 + Penalty 2952.994450 = -1171045.149929 nChanged 447 SP:Iteration 8F (1956.775807 sec): 3 clusters Score: Raw -1174311.193118 + Penalty 2952.994450 = -1171358.198668 nChanged 443 SP:Iteration 9F (1956.802455 sec): 3 clusters Score: Raw -1174656.116166 + Penalty 2952.994450 = -1171703.121716 nChanged 433 SP:Iteration 10Q (1956.828509 sec): 3 clusters Score: Raw -1174966.270772 + Penalty 2952.994450 = -1172013.276322 nChanged 383 SP:Iteration 11Q (1956.861180 sec): 3 clusters Score: Raw -1175177.901607 + Penalty 2952.994450 = -1172224.907157 nChanged 281 SP:Iteration 12Q (1956.897370 sec): 3 clusters Score: Raw -1175304.099648 + Penalty 2952.994450 = -1172351.105199 nChanged 209 SP:Iteration 13Q (1956.924002 sec): 3 clusters Score: Raw -1175383.727594 + Penalty 2952.994450 = -1172430.733144 nChanged 163 SP:Iteration 14Q (1956.976055 sec): 3 clusters Score: Raw -1175444.072200 + Penalty 2952.994450 = -1172491.077750 nChanged 120 SP:Iteration 15Q (1957.006483 sec): 3 clusters Score: Raw -1175484.328112 + Penalty 2952.994450 = -1172531.333662 nChanged 123 SP:Iteration 16Q (1957.035371 sec): 3 clusters Score: Raw -1175523.438348 + Penalty 2952.994450 = -1172570.443899 nChanged 98 SP:Iteration 17Q (1957.065407 sec): 3 clusters Score: Raw -1175553.210038 + Penalty 2952.994450 = -1172600.215588 nChanged 80 SP:Iteration 18Q (1957.096589 sec): 3 clusters Score: Raw -1175576.211821 + Penalty 2952.994450 = -1172623.217371 nChanged 78 SP:Iteration 19Q (1957.128405 sec): 3 clusters Score: Raw -1175598.760216 + Penalty 2952.994450 = -1172645.765766 nChanged 80 SP:Iteration 20F (1957.154632 sec): 3 clusters Score: Raw -1175625.001118 + Penalty 2952.994450 = -1172672.006669 nChanged 75 SP:Iteration 21Q (1957.180174 sec): 3 clusters Score: Raw -1175653.766527 + Penalty 2952.994450 = -1172700.772077 nChanged 74 SP:Iteration 22Q (1957.205494 sec): 3 clusters Score: Raw -1175674.401431 + Penalty 2952.994450 = -1172721.406981 nChanged 49 SP:Iteration 23Q (1957.236095 sec): 3 clusters Score: Raw -1175685.732373 + Penalty 2952.994450 = -1172732.737924 nChanged 44 SP:Iteration 24Q (1957.267224 sec): 3 clusters Score: Raw -1175694.770129 + Penalty 2952.994450 = -1172741.775679 nChanged 40 SP:Iteration 25Q (1957.292443 sec): 3 clusters Score: Raw -1175703.863339 + Penalty 2952.994450 = -1172750.868889 nChanged 38 SP:Iteration 26Q (1957.318111 sec): 3 clusters Score: Raw -1175713.296636 + Penalty 2952.994450 = -1172760.302186 nChanged 38 SP:Iteration 27Q (1957.350111 sec): 3 clusters Score: Raw -1175722.609361 + Penalty 2952.994450 = -1172769.614912 nChanged 35 SP:Iteration 28Q (1957.381550 sec): 3 clusters Score: Raw -1175730.299663 + Penalty 2952.994450 = -1172777.305213 nChanged 27 SP:Iteration 29Q (1957.406826 sec): 3 clusters Score: Raw -1175735.629473 + Penalty 2952.994450 = -1172782.635023 nChanged 22 SP:Iteration 30Q (1957.432887 sec): 3 clusters Score: Raw -1175739.587214 + Penalty 2952.994450 = -1172786.592764 nChanged 16 SP:Iteration 31Q (1957.462662 sec): 3 clusters Score: Raw -1175742.640341 + Penalty 2952.994450 = -1172789.645891 nChanged 14 SP:Iteration 32Q (1957.490830 sec): 3 clusters Score: Raw -1175744.891008 + Penalty 2952.994450 = -1172791.896558 nChanged 13 SP:Iteration 33Q (1957.529094 sec): 3 clusters Score: Raw -1175747.447618 + Penalty 2952.994450 = -1172794.453168 nChanged 17 SP:Iteration 34Q (1957.558838 sec): 3 clusters Score: Raw -1175750.933920 + Penalty 2952.994450 = -1172797.939471 nChanged 23 SP:Iteration 35Q (1957.585975 sec): 3 clusters Score: Raw -1175756.424930 + Penalty 2952.994450 = -1172803.430481 nChanged 21 SP:Iteration 36Q (1957.612875 sec): 3 clusters Score: Raw -1175761.850980 + Penalty 2952.994450 = -1172808.856531 nChanged 27 SP:Iteration 37Q (1957.638131 sec): 3 clusters Score: Raw -1175769.004486 + Penalty 2952.994450 = -1172816.010036 nChanged 19 SP:Iteration 38Q (1957.669561 sec): 3 clusters Score: Raw -1175772.850544 + Penalty 2952.994450 = -1172819.856095 nChanged 16 SP:Iteration 39Q (1957.697425 sec): 3 clusters Score: Raw -1175776.260118 + Penalty 2952.994450 = -1172823.265669 nChanged 20 SP:Iteration 40F (1957.723591 sec): 3 clusters Score: Raw -1175780.090120 + Penalty 2952.994450 = -1172827.095671 nChanged 17 SP:Iteration 41Q (1957.749419 sec): 3 clusters Score: Raw -1175784.208353 + Penalty 2952.994450 = -1172831.213903 nChanged 19 SP:Iteration 42Q (1957.774834 sec): 3 clusters Score: Raw -1175788.985825 + Penalty 2952.994450 = -1172835.991376 nChanged 15 SP:Iteration 43Q (1957.800988 sec): 3 clusters Score: Raw -1175792.819452 + Penalty 2952.994450 = -1172839.825002 nChanged 18 SP:Iteration 44Q (1957.826120 sec): 3 clusters Score: Raw -1175795.600863 + Penalty 2952.994450 = -1172842.606413 nChanged 14 SP:Iteration 45Q (1957.852556 sec): 3 clusters Score: Raw -1175797.923745 + Penalty 2952.994450 = -1172844.929295 nChanged 9 SP:Iteration 46Q (1957.880310 sec): 3 clusters Score: Raw -1175799.335362 + Penalty 2952.994450 = -1172846.340912 nChanged 7 SP:Iteration 47Q (1957.906520 sec): 3 clusters Score: Raw -1175800.735575 + Penalty 2952.994450 = -1172847.741125 nChanged 11 SP:Iteration 48Q (1957.948799 sec): 3 clusters Score: Raw -1175804.159675 + Penalty 2952.994450 = -1172851.165226 nChanged 18 SP:Iteration 49Q (1957.975877 sec): 3 clusters Score: Raw -1175809.391562 + Penalty 2952.994450 = -1172856.397113 nChanged 19 SP:Iteration 50Q (1958.005970 sec): 3 clusters Score: Raw -1175814.655343 + Penalty 2952.994450 = -1172861.660893 nChanged 20 SP:Iteration 51Q (1958.035594 sec): 3 clusters Score: Raw -1175819.053818 + Penalty 2952.994450 = -1172866.059369 nChanged 15 SP:Iteration 52Q (1958.089897 sec): 3 clusters Score: Raw -1175821.876392 + Penalty 2952.994450 = -1172868.881942 nChanged 17 SP:Iteration 53Q (1958.114745 sec): 3 clusters Score: Raw -1175825.307384 + Penalty 2952.994450 = -1172872.312934 nChanged 21 SP:Iteration 54Q (1958.141818 sec): 3 clusters Score: Raw -1175830.149590 + Penalty 2952.994450 = -1172877.155140 nChanged 11 SP:Iteration 55Q (1958.184058 sec): 3 clusters Score: Raw -1175832.919020 + Penalty 2952.994450 = -1172879.924570 nChanged 10 SP:Iteration 56Q (1958.211838 sec): 3 clusters Score: Raw -1175834.597281 + Penalty 2952.994450 = -1172881.602831 nChanged 8 SP:Iteration 57Q (1958.238968 sec): 3 clusters Score: Raw -1175836.538025 + Penalty 2952.994450 = -1172883.543576 nChanged 13 SP:Iteration 58Q (1958.266067 sec): 3 clusters Score: Raw -1175840.458753 + Penalty 2952.994450 = -1172887.464304 nChanged 18 SP:Iteration 59Q (1958.292925 sec): 3 clusters Score: Raw -1175845.319380 + Penalty 2952.994450 = -1172892.324930 nChanged 21 SP:Iteration 60F (1958.322165 sec): 3 clusters Score: Raw -1175850.994736 + Penalty 2952.994450 = -1172898.000287 nChanged 20 SP:Iteration 61Q (1958.347234 sec): 3 clusters Score: Raw -1175856.916266 + Penalty 2952.994450 = -1172903.921816 nChanged 20 SP:Iteration 62Q (1958.372483 sec): 3 clusters Score: Raw -1175862.437308 + Penalty 2952.994450 = -1172909.442858 nChanged 21 SP:Iteration 63Q (1958.397556 sec): 3 clusters Score: Raw -1175868.665203 + Penalty 2952.994450 = -1172915.670753 nChanged 18 SP:Iteration 64Q (1958.424685 sec): 3 clusters Score: Raw -1175872.771967 + Penalty 2952.994450 = -1172919.777517 nChanged 20 SP:Iteration 65Q (1958.451003 sec): 3 clusters Score: Raw -1175877.256785 + Penalty 2952.994450 = -1172924.262335 nChanged 20 SP:Iteration 66Q (1958.479177 sec): 3 clusters Score: Raw -1175882.826601 + Penalty 2952.994450 = -1172929.832152 nChanged 19 SP:Iteration 67Q (1958.505583 sec): 3 clusters Score: Raw -1175887.526479 + Penalty 2952.994450 = -1172934.532029 nChanged 24 SP:Iteration 68Q (1958.532612 sec): 3 clusters Score: Raw -1175893.417438 + Penalty 2952.994450 = -1172940.422988 nChanged 22 SP:Iteration 69Q (1958.559547 sec): 3 clusters Score: Raw -1175898.763624 + Penalty 2952.994450 = -1172945.769174 nChanged 18 SP:Iteration 70Q (1958.586913 sec): 3 clusters Score: Raw -1175901.665048 + Penalty 2952.994450 = -1172948.670598 nChanged 11 SP:Iteration 71Q (1958.618596 sec): 3 clusters Score: Raw -1175903.676111 + Penalty 2952.994450 = -1172950.681661 nChanged 13 SP:Iteration 72Q (1958.649355 sec): 3 clusters Score: Raw -1175905.734638 + Penalty 2952.994450 = -1172952.740189 nChanged 8 SP:Iteration 73Q (1958.674122 sec): 3 clusters Score: Raw -1175907.023405 + Penalty 2952.994450 = -1172954.028955 nChanged 10 SP:Iteration 74Q (1958.699344 sec): 3 clusters Score: Raw -1175909.432186 + Penalty 2952.994450 = -1172956.437736 nChanged 6 SP:Iteration 75Q (1958.738623 sec): 3 clusters Score: Raw -1175910.413342 + Penalty 2952.994450 = -1172957.418892 nChanged 6 SP:Iteration 76Q (1958.769677 sec): 3 clusters Score: Raw -1175911.303032 + Penalty 2952.994450 = -1172958.308582 nChanged 6 SP:Iteration 77Q (1958.795044 sec): 3 clusters Score: Raw -1175912.108126 + Penalty 2952.994450 = -1172959.113676 nChanged 3 SP:Iteration 78Q (1958.845395 sec): 3 clusters Score: Raw -1175912.631035 + Penalty 2952.994450 = -1172959.636585 nChanged 3 SP:Iteration 79Q (1958.873347 sec): 3 clusters Score: Raw -1175912.874639 + Penalty 2952.994450 = -1172959.880189 nChanged 2 SP:Iteration 80F (1958.899572 sec): 3 clusters Score: Raw -1175913.032110 + Penalty 2952.994450 = -1172960.037661 nChanged 0 Trying to split cluster 13 (7216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1958.932567 sec): 2 clusters Score: Raw -979305.534917 + Penalty 1443.659110 = -977861.875807 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1958.992570 sec): 3 clusters Score: Raw -975456.028504 + Penalty 2887.318220 = -972568.710284 nChanged 3033 SP:Iteration 1F (1959.051614 sec): 3 clusters Score: Raw -977291.808948 + Penalty 2887.318220 = -974404.490728 nChanged 587 SP:Iteration 2F (1959.099872 sec): 3 clusters Score: Raw -977718.942676 + Penalty 2887.318220 = -974831.624456 nChanged 540 SP:Iteration 3F (1959.148328 sec): 3 clusters Score: Raw -978161.459788 + Penalty 2887.318220 = -975274.141568 nChanged 539 SP:Iteration 4F (1959.197105 sec): 3 clusters Score: Raw -978620.169405 + Penalty 2887.318220 = -975732.851185 nChanged 492 SP:Iteration 5F (1959.251568 sec): 3 clusters Score: Raw -979032.730790 + Penalty 2887.318220 = -976145.412570 nChanged 436 SP:Iteration 6F (1959.313869 sec): 3 clusters Score: Raw -979335.563607 + Penalty 2887.318220 = -976448.245387 nChanged 259 SP:Iteration 7Q (1959.361179 sec): 3 clusters Score: Raw -979489.946370 + Penalty 2887.318220 = -976602.628150 nChanged 181 SP:Iteration 8Q (1959.425434 sec): 3 clusters Score: Raw -979574.263952 + Penalty 2887.318220 = -976686.945732 nChanged 127 SP:Iteration 9Q (1959.478037 sec): 3 clusters Score: Raw -979630.162824 + Penalty 2887.318220 = -976742.844604 nChanged 91 SP:Iteration 10Q (1959.518988 sec): 3 clusters Score: Raw -979661.499245 + Penalty 2887.318220 = -976774.181025 nChanged 66 SP:Iteration 11Q (1959.577905 sec): 3 clusters Score: Raw -979681.098892 + Penalty 2887.318220 = -976793.780672 nChanged 55 SP:Iteration 12Q (1959.635651 sec): 3 clusters Score: Raw -979700.850909 + Penalty 2887.318220 = -976813.532689 nChanged 51 SP:Iteration 13Q (1959.688893 sec): 3 clusters Score: Raw -979716.722017 + Penalty 2887.318220 = -976829.403796 nChanged 43 SP:Iteration 14Q (1959.752990 sec): 3 clusters Score: Raw -979728.865603 + Penalty 2887.318220 = -976841.547382 nChanged 30 SP:Iteration 15Q (1959.796980 sec): 3 clusters Score: Raw -979736.162888 + Penalty 2887.318220 = -976848.844668 nChanged 38 SP:Iteration 16Q (1959.850265 sec): 3 clusters Score: Raw -979746.265088 + Penalty 2887.318220 = -976858.946868 nChanged 35 SP:Iteration 17Q (1959.905114 sec): 3 clusters Score: Raw -979756.335960 + Penalty 2887.318220 = -976869.017740 nChanged 42 SP:Iteration 18Q (1959.958716 sec): 3 clusters Score: Raw -979767.833102 + Penalty 2887.318220 = -976880.514882 nChanged 34 SP:Iteration 19Q (1960.012569 sec): 3 clusters Score: Raw -979776.304124 + Penalty 2887.318220 = -976888.985904 nChanged 26 SP:Iteration 20F (1960.065932 sec): 3 clusters Score: Raw -979782.675135 + Penalty 2887.318220 = -976895.356915 nChanged 32 SP:Iteration 21Q (1960.117840 sec): 3 clusters Score: Raw -979791.011164 + Penalty 2887.318220 = -976903.692944 nChanged 25 SP:Iteration 22Q (1960.172345 sec): 3 clusters Score: Raw -979796.944157 + Penalty 2887.318220 = -976909.625937 nChanged 26 SP:Iteration 23Q (1960.235678 sec): 3 clusters Score: Raw -979804.892648 + Penalty 2887.318220 = -976917.574428 nChanged 30 SP:Iteration 24Q (1960.294023 sec): 3 clusters Score: Raw -979813.712491 + Penalty 2887.318220 = -976926.394271 nChanged 29 SP:Iteration 25Q (1960.341826 sec): 3 clusters Score: Raw -979822.202180 + Penalty 2887.318220 = -976934.883960 nChanged 29 SP:Iteration 26Q (1960.393155 sec): 3 clusters Score: Raw -979832.825172 + Penalty 2887.318220 = -976945.506952 nChanged 35 SP:Iteration 27Q (1960.453676 sec): 3 clusters Score: Raw -979843.998865 + Penalty 2887.318220 = -976956.680645 nChanged 29 SP:Iteration 28Q (1960.511633 sec): 3 clusters Score: Raw -979851.644123 + Penalty 2887.318220 = -976964.325903 nChanged 33 SP:Iteration 29Q (1960.572104 sec): 3 clusters Score: Raw -979862.397503 + Penalty 2887.318220 = -976975.079283 nChanged 26 SP:Iteration 30Q (1960.631676 sec): 3 clusters Score: Raw -979872.992154 + Penalty 2887.318220 = -976985.673934 nChanged 29 SP:Iteration 31Q (1960.701790 sec): 3 clusters Score: Raw -979885.411458 + Penalty 2887.318220 = -976998.093238 nChanged 25 SP:Iteration 32Q (1960.749962 sec): 3 clusters Score: Raw -979900.421450 + Penalty 2887.318220 = -977013.103230 nChanged 30 SP:Iteration 33Q (1960.809586 sec): 3 clusters Score: Raw -979914.098898 + Penalty 2887.318220 = -977026.780678 nChanged 25 SP:Iteration 34Q (1960.870456 sec): 3 clusters Score: Raw -979925.702565 + Penalty 2887.318220 = -977038.384345 nChanged 21 SP:Iteration 35Q (1960.930072 sec): 3 clusters Score: Raw -979933.790570 + Penalty 2887.318220 = -977046.472350 nChanged 22 SP:Iteration 36Q (1960.989948 sec): 3 clusters Score: Raw -979941.923805 + Penalty 2887.318220 = -977054.605585 nChanged 13 SP:Iteration 37Q (1961.042228 sec): 3 clusters Score: Raw -979946.446093 + Penalty 2887.318220 = -977059.127873 nChanged 17 SP:Iteration 38Q (1961.102435 sec): 3 clusters Score: Raw -979951.883628 + Penalty 2887.318220 = -977064.565408 nChanged 14 SP:Iteration 39Q (1961.162665 sec): 3 clusters Score: Raw -979956.016474 + Penalty 2887.318220 = -977068.698254 nChanged 14 SP:Iteration 40F (1961.223279 sec): 3 clusters Score: Raw -979960.360445 + Penalty 2887.318220 = -977073.042225 nChanged 12 SP:Iteration 41Q (1961.282918 sec): 3 clusters Score: Raw -979963.936396 + Penalty 2887.318220 = -977076.618176 nChanged 8 SP:Iteration 42Q (1961.343202 sec): 3 clusters Score: Raw -979967.199538 + Penalty 2887.318220 = -977079.881318 nChanged 5 SP:Iteration 43Q (1961.402713 sec): 3 clusters Score: Raw -979968.598840 + Penalty 2887.318220 = -977081.280620 nChanged 6 SP:Iteration 44Q (1961.463061 sec): 3 clusters Score: Raw -979970.349465 + Penalty 2887.318220 = -977083.031245 nChanged 3 SP:Iteration 45Q (1961.522258 sec): 3 clusters Score: Raw -979971.261920 + Penalty 2887.318220 = -977083.943700 nChanged 2 SP:Iteration 46Q (1961.574877 sec): 3 clusters Score: Raw -979971.594253 + Penalty 2887.318220 = -977084.276033 nChanged 0 SP:Iteration 47F (1961.635084 sec): 3 clusters Score: Raw -979971.594253 + Penalty 2887.318220 = -977084.276033 nChanged 0 Trying to split cluster 14 (8009 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1961.669760 sec): 2 clusters Score: Raw -1063901.897709 + Penalty 1460.602193 = -1062441.295516 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1961.732639 sec): 3 clusters Score: Raw -1059406.729339 + Penalty 2921.204386 = -1056485.524952 nChanged 3439 SP:Iteration 1F (1961.796255 sec): 3 clusters Score: Raw -1061302.148527 + Penalty 2921.204386 = -1058380.944141 nChanged 512 SP:Iteration 2F (1961.860338 sec): 3 clusters Score: Raw -1061549.286144 + Penalty 2921.204386 = -1058628.081757 nChanged 414 SP:Iteration 3F (1961.916827 sec): 3 clusters Score: Raw -1061763.976365 + Penalty 2921.204386 = -1058842.771979 nChanged 384 SP:Iteration 4Q (1961.980625 sec): 3 clusters Score: Raw -1061966.479353 + Penalty 2921.204386 = -1059045.274966 nChanged 370 SP:Iteration 5Q (1962.055750 sec): 3 clusters Score: Raw -1062152.227752 + Penalty 2921.204386 = -1059231.023366 nChanged 349 SP:Iteration 6Q (1962.103901 sec): 3 clusters Score: Raw -1062334.048411 + Penalty 2921.204386 = -1059412.844025 nChanged 355 SP:Iteration 7Q (1962.166107 sec): 3 clusters Score: Raw -1062525.265329 + Penalty 2921.204386 = -1059604.060943 nChanged 342 SP:Iteration 8Q (1962.228674 sec): 3 clusters Score: Raw -1062710.421041 + Penalty 2921.204386 = -1059789.216655 nChanged 302 SP:Iteration 9Q (1962.291087 sec): 3 clusters Score: Raw -1062856.549264 + Penalty 2921.204386 = -1059935.344878 nChanged 276 SP:Iteration 10Q (1962.352889 sec): 3 clusters Score: Raw -1062998.878980 + Penalty 2921.204386 = -1060077.674594 nChanged 233 SP:Iteration 11Q (1962.411142 sec): 3 clusters Score: Raw -1063131.797912 + Penalty 2921.204386 = -1060210.593526 nChanged 214 SP:Iteration 12Q (1962.477650 sec): 3 clusters Score: Raw -1063256.887039 + Penalty 2921.204386 = -1060335.682653 nChanged 196 SP:Iteration 13Q (1962.519709 sec): 3 clusters Score: Raw -1063375.189242 + Penalty 2921.204386 = -1060453.984856 nChanged 169 SP:Iteration 14Q (1962.581975 sec): 3 clusters Score: Raw -1063467.820141 + Penalty 2921.204386 = -1060546.615755 nChanged 149 SP:Iteration 15Q (1962.643702 sec): 3 clusters Score: Raw -1063556.090107 + Penalty 2921.204386 = -1060634.885721 nChanged 136 SP:Iteration 16Q (1962.704985 sec): 3 clusters Score: Raw -1063635.232171 + Penalty 2921.204386 = -1060714.027785 nChanged 119 SP:Iteration 17Q (1962.764464 sec): 3 clusters Score: Raw -1063698.627391 + Penalty 2921.204386 = -1060777.423004 nChanged 97 SP:Iteration 18Q (1962.821973 sec): 3 clusters Score: Raw -1063751.638014 + Penalty 2921.204386 = -1060830.433627 nChanged 83 SP:Iteration 19Q (1962.882746 sec): 3 clusters Score: Raw -1063784.439693 + Penalty 2921.204386 = -1060863.235307 nChanged 60 SP:Iteration 20F (1962.938683 sec): 3 clusters Score: Raw -1063809.988240 + Penalty 2921.204386 = -1060888.783854 nChanged 60 SP:Iteration 21Q (1962.999699 sec): 3 clusters Score: Raw -1063837.534812 + Penalty 2921.204386 = -1060916.330426 nChanged 50 SP:Iteration 22Q (1963.055829 sec): 3 clusters Score: Raw -1063863.631478 + Penalty 2921.204386 = -1060942.427091 nChanged 46 SP:Iteration 23Q (1963.117625 sec): 3 clusters Score: Raw -1063887.582839 + Penalty 2921.204386 = -1060966.378453 nChanged 41 SP:Iteration 24Q (1963.177111 sec): 3 clusters Score: Raw -1063905.301732 + Penalty 2921.204386 = -1060984.097346 nChanged 35 SP:Iteration 25Q (1963.238887 sec): 3 clusters Score: Raw -1063922.284537 + Penalty 2921.204386 = -1061001.080151 nChanged 38 SP:Iteration 26Q (1963.300515 sec): 3 clusters Score: Raw -1063943.615033 + Penalty 2921.204386 = -1061022.410646 nChanged 33 SP:Iteration 27Q (1963.372590 sec): 3 clusters Score: Raw -1063963.115512 + Penalty 2921.204386 = -1061041.911126 nChanged 41 SP:Iteration 28Q (1963.421042 sec): 3 clusters Score: Raw -1063983.152841 + Penalty 2921.204386 = -1061061.948455 nChanged 28 SP:Iteration 29Q (1963.484710 sec): 3 clusters Score: Raw -1063995.906348 + Penalty 2921.204386 = -1061074.701962 nChanged 18 SP:Iteration 30Q (1963.530726 sec): 3 clusters Score: Raw -1064004.132488 + Penalty 2921.204386 = -1061082.928102 nChanged 22 SP:Iteration 31Q (1963.587731 sec): 3 clusters Score: Raw -1064014.148079 + Penalty 2921.204386 = -1061092.943693 nChanged 16 SP:Iteration 32Q (1963.648694 sec): 3 clusters Score: Raw -1064024.072986 + Penalty 2921.204386 = -1061102.868600 nChanged 21 SP:Iteration 33Q (1963.708967 sec): 3 clusters Score: Raw -1064031.891397 + Penalty 2921.204386 = -1061110.687011 nChanged 17 SP:Iteration 34Q (1963.770825 sec): 3 clusters Score: Raw -1064037.840717 + Penalty 2921.204386 = -1061116.636331 nChanged 12 SP:Iteration 35Q (1963.831218 sec): 3 clusters Score: Raw -1064041.616821 + Penalty 2921.204386 = -1061120.412435 nChanged 10 SP:Iteration 36Q (1963.891365 sec): 3 clusters Score: Raw -1064044.031041 + Penalty 2921.204386 = -1061122.826655 nChanged 5 SP:Iteration 37Q (1963.951430 sec): 3 clusters Score: Raw -1064045.465641 + Penalty 2921.204386 = -1061124.261255 nChanged 6 SP:Iteration 38Q (1964.011541 sec): 3 clusters Score: Raw -1064047.107840 + Penalty 2921.204386 = -1061125.903453 nChanged 2 SP:Iteration 39Q (1964.072456 sec): 3 clusters Score: Raw -1064048.003853 + Penalty 2921.204386 = -1061126.799467 nChanged 2 SP:Iteration 40F (1964.135007 sec): 3 clusters Score: Raw -1064048.914002 + Penalty 2921.204386 = -1061127.709616 nChanged 1 SP:Iteration 41Q (1964.195583 sec): 3 clusters Score: Raw -1064049.348587 + Penalty 2921.204386 = -1061128.144201 nChanged 3 SP:Iteration 42Q (1964.256051 sec): 3 clusters Score: Raw -1064050.367234 + Penalty 2921.204386 = -1061129.162848 nChanged 3 SP:Iteration 43Q (1964.311906 sec): 3 clusters Score: Raw -1064051.600469 + Penalty 2921.204386 = -1061130.396083 nChanged 4 SP:Iteration 44Q (1964.372496 sec): 3 clusters Score: Raw -1064053.774661 + Penalty 2921.204386 = -1061132.570275 nChanged 9 SP:Iteration 45Q (1964.432440 sec): 3 clusters Score: Raw -1064057.990907 + Penalty 2921.204386 = -1061136.786521 nChanged 12 SP:Iteration 46Q (1964.494432 sec): 3 clusters Score: Raw -1064063.914257 + Penalty 2921.204386 = -1061142.709871 nChanged 9 SP:Iteration 47Q (1964.555915 sec): 3 clusters Score: Raw -1064068.310951 + Penalty 2921.204386 = -1061147.106565 nChanged 10 SP:Iteration 48Q (1964.608451 sec): 3 clusters Score: Raw -1064073.472000 + Penalty 2921.204386 = -1061152.267613 nChanged 12 SP:Iteration 49Q (1964.670036 sec): 3 clusters Score: Raw -1064081.900072 + Penalty 2921.204386 = -1061160.695686 nChanged 7 SP:Iteration 50Q (1964.730870 sec): 3 clusters Score: Raw -1064084.768613 + Penalty 2921.204386 = -1061163.564227 nChanged 4 SP:Iteration 51Q (1964.792444 sec): 3 clusters Score: Raw -1064086.181477 + Penalty 2921.204386 = -1061164.977090 nChanged 3 SP:Iteration 52Q (1964.852222 sec): 3 clusters Score: Raw -1064087.505883 + Penalty 2921.204386 = -1061166.301497 nChanged 2 SP:Iteration 53Q (1964.925464 sec): 3 clusters Score: Raw -1064088.433670 + Penalty 2921.204386 = -1061167.229284 nChanged 2 SP:Iteration 54Q (1964.971218 sec): 3 clusters Score: Raw -1064089.596423 + Penalty 2921.204386 = -1061168.392037 nChanged 5 SP:Iteration 55Q (1965.032518 sec): 3 clusters Score: Raw -1064091.977121 + Penalty 2921.204386 = -1061170.772734 nChanged 5 SP:Iteration 56Q (1965.092321 sec): 3 clusters Score: Raw -1064094.006417 + Penalty 2921.204386 = -1061172.802030 nChanged 3 SP:Iteration 57Q (1965.147665 sec): 3 clusters Score: Raw -1064094.891767 + Penalty 2921.204386 = -1061173.687380 nChanged 2 SP:Iteration 58Q (1965.220031 sec): 3 clusters Score: Raw -1064095.616685 + Penalty 2921.204386 = -1061174.412299 nChanged 1 SP:Iteration 59Q (1965.262273 sec): 3 clusters Score: Raw -1064095.872449 + Penalty 2921.204386 = -1061174.668063 nChanged 1 SP:Iteration 60F (1965.325020 sec): 3 clusters Score: Raw -1064095.953012 + Penalty 2921.204386 = -1061174.748625 nChanged 0 Trying to split cluster 15 (59835 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1965.423592 sec): 2 clusters Score: Raw -7765003.307199 + Penalty 1787.393734 = -7763215.913466 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1965.572720 sec): 3 clusters Score: Raw -7726580.105238 + Penalty 3574.787467 = -7723005.317771 nChanged 28212 SP:Iteration 1F (1965.716923 sec): 3 clusters Score: Raw -7743043.397530 + Penalty 3574.787467 = -7739468.610063 nChanged 2943 SP:Iteration 2Q (1965.867225 sec): 3 clusters Score: Raw -7744368.970644 + Penalty 3574.787467 = -7740794.183177 nChanged 3499 SP:Iteration 3F (1966.011530 sec): 3 clusters Score: Raw -7746427.589449 + Penalty 3574.787467 = -7742852.801982 nChanged 4358 SP:Iteration 4F (1966.156285 sec): 3 clusters Score: Raw -7749640.227708 + Penalty 3574.787467 = -7746065.440241 nChanged 4938 SP:Iteration 5F (1966.292191 sec): 3 clusters Score: Raw -7753749.137342 + Penalty 3574.787467 = -7750174.349875 nChanged 4755 SP:Iteration 6F (1966.402266 sec): 3 clusters Score: Raw -7757740.846196 + Penalty 3574.787467 = -7754166.058729 nChanged 3837 SP:Iteration 7F (1966.516263 sec): 3 clusters Score: Raw -7760519.692290 + Penalty 3574.787467 = -7756944.904823 nChanged 2526 SP:Iteration 8Q (1966.632847 sec): 3 clusters Score: Raw -7761916.668696 + Penalty 3574.787467 = -7758341.881229 nChanged 1673 SP:Iteration 9Q (1966.743317 sec): 3 clusters Score: Raw -7762597.461110 + Penalty 3574.787467 = -7759022.673643 nChanged 1073 SP:Iteration 10Q (1966.852626 sec): 3 clusters Score: Raw -7762952.982004 + Penalty 3574.787467 = -7759378.194537 nChanged 793 SP:Iteration 11Q (1966.987116 sec): 3 clusters Score: Raw -7763220.342798 + Penalty 3574.787467 = -7759645.555330 nChanged 708 SP:Iteration 12Q (1967.121122 sec): 3 clusters Score: Raw -7763479.169314 + Penalty 3574.787467 = -7759904.381847 nChanged 715 SP:Iteration 13Q (1967.261451 sec): 3 clusters Score: Raw -7763771.525617 + Penalty 3574.787467 = -7760196.738150 nChanged 664 SP:Iteration 14Q (1967.388019 sec): 3 clusters Score: Raw -7764061.304931 + Penalty 3574.787467 = -7760486.517464 nChanged 663 SP:Iteration 15Q (1967.527862 sec): 3 clusters Score: Raw -7764388.972086 + Penalty 3574.787467 = -7760814.184619 nChanged 662 SP:Iteration 16Q (1967.655448 sec): 3 clusters Score: Raw -7764760.905126 + Penalty 3574.787467 = -7761186.117658 nChanged 675 SP:Iteration 17Q (1967.791792 sec): 3 clusters Score: Raw -7765165.266337 + Penalty 3574.787467 = -7761590.478870 nChanged 651 SP:Iteration 18Q (1967.914726 sec): 3 clusters Score: Raw -7765478.443904 + Penalty 3574.787467 = -7761903.656437 nChanged 584 SP:Iteration 19Q (1968.052989 sec): 3 clusters Score: Raw -7765718.855591 + Penalty 3574.787467 = -7762144.068124 nChanged 493 SP:Iteration 20F (1968.166765 sec): 3 clusters Score: Raw -7765873.745779 + Penalty 3574.787467 = -7762298.958312 nChanged 388 SP:Iteration 21Q (1968.268522 sec): 3 clusters Score: Raw -7765973.480208 + Penalty 3574.787467 = -7762398.692741 nChanged 308 SP:Iteration 22Q (1968.369919 sec): 3 clusters Score: Raw -7766034.183324 + Penalty 3574.787467 = -7762459.395856 nChanged 252 SP:Iteration 23Q (1968.470852 sec): 3 clusters Score: Raw -7766077.839815 + Penalty 3574.787467 = -7762503.052348 nChanged 209 SP:Iteration 24Q (1968.576577 sec): 3 clusters Score: Raw -7766106.368183 + Penalty 3574.787467 = -7762531.580716 nChanged 184 SP:Iteration 25Q (1968.713612 sec): 3 clusters Score: Raw -7766130.365325 + Penalty 3574.787467 = -7762555.577858 nChanged 184 SP:Iteration 26Q (1968.843313 sec): 3 clusters Score: Raw -7766152.831280 + Penalty 3574.787467 = -7762578.043813 nChanged 160 SP:Iteration 27Q (1968.979924 sec): 3 clusters Score: Raw -7766169.511060 + Penalty 3574.787467 = -7762594.723592 nChanged 154 SP:Iteration 28Q (1969.115899 sec): 3 clusters Score: Raw -7766185.671603 + Penalty 3574.787467 = -7762610.884136 nChanged 151 SP:Iteration 29Q (1969.239877 sec): 3 clusters Score: Raw -7766201.283230 + Penalty 3574.787467 = -7762626.495763 nChanged 139 SP:Iteration 30Q (1969.365535 sec): 3 clusters Score: Raw -7766215.014198 + Penalty 3574.787467 = -7762640.226731 nChanged 133 SP:Iteration 31Q (1969.499901 sec): 3 clusters Score: Raw -7766226.425049 + Penalty 3574.787467 = -7762651.637582 nChanged 116 SP:Iteration 32Q (1969.629812 sec): 3 clusters Score: Raw -7766235.837028 + Penalty 3574.787467 = -7762661.049560 nChanged 102 SP:Iteration 33Q (1969.765251 sec): 3 clusters Score: Raw -7766242.856184 + Penalty 3574.787467 = -7762668.068717 nChanged 97 SP:Iteration 34Q (1969.900867 sec): 3 clusters Score: Raw -7766249.758118 + Penalty 3574.787467 = -7762674.970651 nChanged 95 SP:Iteration 35Q (1970.026153 sec): 3 clusters Score: Raw -7766257.562196 + Penalty 3574.787467 = -7762682.774729 nChanged 90 SP:Iteration 36Q (1970.160691 sec): 3 clusters Score: Raw -7766264.566377 + Penalty 3574.787467 = -7762689.778910 nChanged 86 SP:Iteration 37Q (1970.288111 sec): 3 clusters Score: Raw -7766270.327953 + Penalty 3574.787467 = -7762695.540486 nChanged 73 SP:Iteration 38Q (1970.423286 sec): 3 clusters Score: Raw -7766274.913314 + Penalty 3574.787467 = -7762700.125846 nChanged 69 SP:Iteration 39Q (1970.558406 sec): 3 clusters Score: Raw -7766279.731946 + Penalty 3574.787467 = -7762704.944478 nChanged 73 SP:Iteration 40F (1970.700916 sec): 3 clusters Score: Raw -7766284.936676 + Penalty 3574.787467 = -7762710.149209 nChanged 65 SP:Iteration 41Q (1970.838501 sec): 3 clusters Score: Raw -7766288.852709 + Penalty 3574.787467 = -7762714.065242 nChanged 66 SP:Iteration 42Q (1970.973592 sec): 3 clusters Score: Raw -7766292.869648 + Penalty 3574.787467 = -7762718.082180 nChanged 66 SP:Iteration 43Q (1971.104763 sec): 3 clusters Score: Raw -7766297.379398 + Penalty 3574.787467 = -7762722.591931 nChanged 79 SP:Iteration 44Q (1971.240554 sec): 3 clusters Score: Raw -7766302.771323 + Penalty 3574.787467 = -7762727.983856 nChanged 68 SP:Iteration 45Q (1971.376297 sec): 3 clusters Score: Raw -7766307.456987 + Penalty 3574.787467 = -7762732.669520 nChanged 66 SP:Iteration 46Q (1971.510421 sec): 3 clusters Score: Raw -7766312.593650 + Penalty 3574.787467 = -7762737.806183 nChanged 78 SP:Iteration 47Q (1971.645905 sec): 3 clusters Score: Raw -7766319.280787 + Penalty 3574.787467 = -7762744.493320 nChanged 84 SP:Iteration 48Q (1971.780473 sec): 3 clusters Score: Raw -7766326.574252 + Penalty 3574.787467 = -7762751.786785 nChanged 79 SP:Iteration 49Q (1971.903604 sec): 3 clusters Score: Raw -7766334.141649 + Penalty 3574.787467 = -7762759.354182 nChanged 88 SP:Iteration 50Q (1972.037143 sec): 3 clusters Score: Raw -7766341.931569 + Penalty 3574.787467 = -7762767.144102 nChanged 81 SP:Iteration 51Q (1972.138587 sec): 3 clusters Score: Raw -7766349.198584 + Penalty 3574.787467 = -7762774.411117 nChanged 74 SP:Iteration 52Q (1972.236296 sec): 3 clusters Score: Raw -7766354.129672 + Penalty 3574.787467 = -7762779.342204 nChanged 62 SP:Iteration 53Q (1972.336619 sec): 3 clusters Score: Raw -7766358.009071 + Penalty 3574.787467 = -7762783.221604 nChanged 59 SP:Iteration 54Q (1972.459318 sec): 3 clusters Score: Raw -7766361.872208 + Penalty 3574.787467 = -7762787.084741 nChanged 61 SP:Iteration 55Q (1972.570941 sec): 3 clusters Score: Raw -7766365.572930 + Penalty 3574.787467 = -7762790.785463 nChanged 51 SP:Iteration 56Q (1972.672431 sec): 3 clusters Score: Raw -7766368.606308 + Penalty 3574.787467 = -7762793.818840 nChanged 49 SP:Iteration 57Q (1972.781343 sec): 3 clusters Score: Raw -7766371.264757 + Penalty 3574.787467 = -7762796.477290 nChanged 43 SP:Iteration 58Q (1972.885833 sec): 3 clusters Score: Raw -7766373.680733 + Penalty 3574.787467 = -7762798.893266 nChanged 50 SP:Iteration 59Q (1972.984427 sec): 3 clusters Score: Raw -7766376.310280 + Penalty 3574.787467 = -7762801.522813 nChanged 40 SP:Iteration 60F (1973.118819 sec): 3 clusters Score: Raw -7766378.344300 + Penalty 3574.787467 = -7762803.556833 nChanged 33 SP:Iteration 61Q (1973.217191 sec): 3 clusters Score: Raw -7766380.120451 + Penalty 3574.787467 = -7762805.332983 nChanged 30 SP:Iteration 62Q (1973.320147 sec): 3 clusters Score: Raw -7766382.085742 + Penalty 3574.787467 = -7762807.298275 nChanged 38 SP:Iteration 63Q (1973.420887 sec): 3 clusters Score: Raw -7766384.195023 + Penalty 3574.787467 = -7762809.407555 nChanged 35 SP:Iteration 64Q (1973.522434 sec): 3 clusters Score: Raw -7766386.167070 + Penalty 3574.787467 = -7762811.379602 nChanged 39 SP:Iteration 65Q (1973.646344 sec): 3 clusters Score: Raw -7766388.530893 + Penalty 3574.787467 = -7762813.743426 nChanged 41 SP:Iteration 66Q (1973.778546 sec): 3 clusters Score: Raw -7766391.428319 + Penalty 3574.787467 = -7762816.640852 nChanged 43 SP:Iteration 67Q (1973.905393 sec): 3 clusters Score: Raw -7766393.891562 + Penalty 3574.787467 = -7762819.104094 nChanged 43 SP:Iteration 68Q (1974.035674 sec): 3 clusters Score: Raw -7766396.571942 + Penalty 3574.787467 = -7762821.784474 nChanged 46 SP:Iteration 69Q (1974.163600 sec): 3 clusters Score: Raw -7766399.752201 + Penalty 3574.787467 = -7762824.964734 nChanged 53 SP:Iteration 70Q (1974.287657 sec): 3 clusters Score: Raw -7766402.540258 + Penalty 3574.787467 = -7762827.752791 nChanged 39 SP:Iteration 71Q (1974.401378 sec): 3 clusters Score: Raw -7766404.478836 + Penalty 3574.787467 = -7762829.691369 nChanged 37 SP:Iteration 72Q (1974.538465 sec): 3 clusters Score: Raw -7766406.363852 + Penalty 3574.787467 = -7762831.576385 nChanged 38 SP:Iteration 73Q (1974.662638 sec): 3 clusters Score: Raw -7766408.313024 + Penalty 3574.787467 = -7762833.525557 nChanged 29 SP:Iteration 74Q (1974.782760 sec): 3 clusters Score: Raw -7766409.762906 + Penalty 3574.787467 = -7762834.975439 nChanged 19 SP:Iteration 75Q (1974.917366 sec): 3 clusters Score: Raw -7766410.640408 + Penalty 3574.787467 = -7762835.852940 nChanged 17 SP:Iteration 76Q (1975.051791 sec): 3 clusters Score: Raw -7766411.384969 + Penalty 3574.787467 = -7762836.597502 nChanged 23 SP:Iteration 77Q (1975.185777 sec): 3 clusters Score: Raw -7766412.601977 + Penalty 3574.787467 = -7762837.814509 nChanged 23 SP:Iteration 78Q (1975.318018 sec): 3 clusters Score: Raw -7766413.653753 + Penalty 3574.787467 = -7762838.866286 nChanged 19 SP:Iteration 79Q (1975.445633 sec): 3 clusters Score: Raw -7766414.492775 + Penalty 3574.787467 = -7762839.705308 nChanged 20 SP:Iteration 80F (1975.587556 sec): 3 clusters Score: Raw -7766415.497383 + Penalty 3574.787467 = -7762840.709916 nChanged 23 SP:Iteration 81Q (1975.722430 sec): 3 clusters Score: Raw -7766416.468131 + Penalty 3574.787467 = -7762841.680664 nChanged 25 SP:Iteration 82Q (1975.852844 sec): 3 clusters Score: Raw -7766417.818776 + Penalty 3574.787467 = -7762843.031309 nChanged 28 SP:Iteration 83Q (1975.986563 sec): 3 clusters Score: Raw -7766419.433554 + Penalty 3574.787467 = -7762844.646087 nChanged 38 SP:Iteration 84Q (1976.120861 sec): 3 clusters Score: Raw -7766421.705048 + Penalty 3574.787467 = -7762846.917581 nChanged 39 SP:Iteration 85Q (1976.254626 sec): 3 clusters Score: Raw -7766424.774768 + Penalty 3574.787467 = -7762849.987301 nChanged 43 SP:Iteration 86Q (1976.389654 sec): 3 clusters Score: Raw -7766427.670514 + Penalty 3574.787467 = -7762852.883047 nChanged 44 SP:Iteration 87Q (1976.522487 sec): 3 clusters Score: Raw -7766430.466677 + Penalty 3574.787467 = -7762855.679209 nChanged 49 SP:Iteration 88Q (1976.656918 sec): 3 clusters Score: Raw -7766433.424923 + Penalty 3574.787467 = -7762858.637456 nChanged 42 SP:Iteration 89Q (1976.792343 sec): 3 clusters Score: Raw -7766436.037539 + Penalty 3574.787467 = -7762861.250072 nChanged 43 SP:Iteration 90Q (1976.924385 sec): 3 clusters Score: Raw -7766439.497986 + Penalty 3574.787467 = -7762864.710519 nChanged 47 SP:Iteration 91Q (1977.057261 sec): 3 clusters Score: Raw -7766443.002829 + Penalty 3574.787467 = -7762868.215362 nChanged 39 SP:Iteration 92Q (1977.190692 sec): 3 clusters Score: Raw -7766446.163397 + Penalty 3574.787467 = -7762871.375930 nChanged 45 SP:Iteration 93Q (1977.324024 sec): 3 clusters Score: Raw -7766449.813764 + Penalty 3574.787467 = -7762875.026297 nChanged 46 SP:Iteration 94Q (1977.457404 sec): 3 clusters Score: Raw -7766453.635902 + Penalty 3574.787467 = -7762878.848435 nChanged 50 SP:Iteration 95Q (1977.590773 sec): 3 clusters Score: Raw -7766457.558193 + Penalty 3574.787467 = -7762882.770726 nChanged 51 SP:Iteration 96Q (1977.724639 sec): 3 clusters Score: Raw -7766461.276898 + Penalty 3574.787467 = -7762886.489431 nChanged 49 SP:Iteration 97Q (1977.851863 sec): 3 clusters Score: Raw -7766465.156833 + Penalty 3574.787467 = -7762890.369366 nChanged 53 SP:Iteration 98Q (1977.985955 sec): 3 clusters Score: Raw -7766469.970004 + Penalty 3574.787467 = -7762895.182536 nChanged 54 SP:Iteration 99Q (1978.114813 sec): 3 clusters Score: Raw -7766474.788759 + Penalty 3574.787467 = -7762900.001291 nChanged 51 SP:Iteration 100F (1978.241470 sec): 3 clusters Score: Raw -7766479.512305 + Penalty 3574.787467 = -7762904.724837 nChanged 47 SP:Iteration 101Q (1978.355881 sec): 3 clusters Score: Raw -7766483.059997 + Penalty 3574.787467 = -7762908.272530 nChanged 49 SP:Iteration 102Q (1978.466954 sec): 3 clusters Score: Raw -7766486.924703 + Penalty 3574.787467 = -7762912.137236 nChanged 59 SP:Iteration 103Q (1978.564696 sec): 3 clusters Score: Raw -7766491.799654 + Penalty 3574.787467 = -7762917.012187 nChanged 47 SP:Iteration 104Q (1978.664141 sec): 3 clusters Score: Raw -7766495.443837 + Penalty 3574.787467 = -7762920.656369 nChanged 47 SP:Iteration 105Q (1978.767945 sec): 3 clusters Score: Raw -7766500.064703 + Penalty 3574.787467 = -7762925.277235 nChanged 57 SP:Iteration 106Q (1978.865806 sec): 3 clusters Score: Raw -7766504.487223 + Penalty 3574.787467 = -7762929.699756 nChanged 48 SP:Iteration 107Q (1978.964010 sec): 3 clusters Score: Raw -7766508.069017 + Penalty 3574.787467 = -7762933.281550 nChanged 44 SP:Iteration 108Q (1979.063692 sec): 3 clusters Score: Raw -7766511.226837 + Penalty 3574.787467 = -7762936.439370 nChanged 39 SP:Iteration 109Q (1979.160181 sec): 3 clusters Score: Raw -7766514.108045 + Penalty 3574.787467 = -7762939.320577 nChanged 52 SP:Iteration 110Q (1979.259898 sec): 3 clusters Score: Raw -7766518.481995 + Penalty 3574.787467 = -7762943.694528 nChanged 56 SP:Iteration 111Q (1979.362687 sec): 3 clusters Score: Raw -7766522.407472 + Penalty 3574.787467 = -7762947.620005 nChanged 39 SP:Iteration 112Q (1979.486037 sec): 3 clusters Score: Raw -7766525.187034 + Penalty 3574.787467 = -7762950.399567 nChanged 41 SP:Iteration 113Q (1979.589649 sec): 3 clusters Score: Raw -7766528.599579 + Penalty 3574.787467 = -7762953.812111 nChanged 37 SP:Iteration 114Q (1979.683541 sec): 3 clusters Score: Raw -7766531.309608 + Penalty 3574.787467 = -7762956.522141 nChanged 31 SP:Iteration 115Q (1979.780479 sec): 3 clusters Score: Raw -7766533.870286 + Penalty 3574.787467 = -7762959.082819 nChanged 31 SP:Iteration 116Q (1979.883040 sec): 3 clusters Score: Raw -7766535.884518 + Penalty 3574.787467 = -7762961.097050 nChanged 24 SP:Iteration 117Q (1979.977420 sec): 3 clusters Score: Raw -7766537.425001 + Penalty 3574.787467 = -7762962.637534 nChanged 21 SP:Iteration 118Q (1980.106727 sec): 3 clusters Score: Raw -7766538.482715 + Penalty 3574.787467 = -7762963.695248 nChanged 18 SP:Iteration 119Q (1980.245671 sec): 3 clusters Score: Raw -7766539.260802 + Penalty 3574.787467 = -7762964.473334 nChanged 11 SP:Iteration 120F (1980.399365 sec): 3 clusters Score: Raw -7766539.720525 + Penalty 3574.787467 = -7762964.933058 nChanged 7 SP:Iteration 121Q (1980.531278 sec): 3 clusters Score: Raw -7766540.048967 + Penalty 3574.787467 = -7762965.261500 nChanged 5 SP:Iteration 122Q (1980.675776 sec): 3 clusters Score: Raw -7766540.216143 + Penalty 3574.787467 = -7762965.428676 nChanged 4 SP:Iteration 123Q (1980.818425 sec): 3 clusters Score: Raw -7766540.376076 + Penalty 3574.787467 = -7762965.588609 nChanged 3 SP:Iteration 124Q (1980.960635 sec): 3 clusters Score: Raw -7766540.477337 + Penalty 3574.787467 = -7762965.689869 nChanged 0 SP:Iteration 125F (1981.107937 sec): 3 clusters Score: Raw -7766540.477337 + Penalty 3574.787467 = -7762965.689869 nChanged 0 Trying to split cluster 16 (38878 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1981.176482 sec): 2 clusters Score: Raw -4787628.357190 + Penalty 1717.329870 = -4785911.027320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1981.295698 sec): 3 clusters Score: Raw -4763214.902950 + Penalty 3434.659740 = -4759780.243210 nChanged 18195 SP:Iteration 1F (1981.409239 sec): 3 clusters Score: Raw -4773749.968054 + Penalty 3434.659740 = -4770315.308314 nChanged 1959 SP:Iteration 2F (1981.512248 sec): 3 clusters Score: Raw -4774641.013455 + Penalty 3434.659740 = -4771206.353714 nChanged 2139 SP:Iteration 3F (1981.605559 sec): 3 clusters Score: Raw -4775875.634216 + Penalty 3434.659740 = -4772440.974476 nChanged 2431 SP:Iteration 4F (1981.703604 sec): 3 clusters Score: Raw -4777722.782260 + Penalty 3434.659740 = -4774288.122519 nChanged 2682 SP:Iteration 5F (1981.801457 sec): 3 clusters Score: Raw -4779915.172250 + Penalty 3434.659740 = -4776480.512510 nChanged 2703 SP:Iteration 6F (1981.899008 sec): 3 clusters Score: Raw -4782078.081501 + Penalty 3434.659740 = -4778643.421760 nChanged 2348 SP:Iteration 7F (1982.000127 sec): 3 clusters Score: Raw -4783726.270184 + Penalty 3434.659740 = -4780291.610444 nChanged 1876 SP:Iteration 8Q (1982.102132 sec): 3 clusters Score: Raw -4784786.038692 + Penalty 3434.659740 = -4781351.378951 nChanged 1400 SP:Iteration 9Q (1982.204160 sec): 3 clusters Score: Raw -4785406.137440 + Penalty 3434.659740 = -4781971.477700 nChanged 1033 SP:Iteration 10Q (1982.310360 sec): 3 clusters Score: Raw -4785779.614988 + Penalty 3434.659740 = -4782344.955247 nChanged 786 SP:Iteration 11Q (1982.415696 sec): 3 clusters Score: Raw -4786017.547520 + Penalty 3434.659740 = -4782582.887780 nChanged 620 SP:Iteration 12Q (1982.516743 sec): 3 clusters Score: Raw -4786201.576101 + Penalty 3434.659740 = -4782766.916360 nChanged 567 SP:Iteration 13Q (1982.624568 sec): 3 clusters Score: Raw -4786360.587189 + Penalty 3434.659740 = -4782925.927449 nChanged 557 SP:Iteration 14Q (1982.732341 sec): 3 clusters Score: Raw -4786516.058385 + Penalty 3434.659740 = -4783081.398645 nChanged 531 SP:Iteration 15Q (1982.840291 sec): 3 clusters Score: Raw -4786660.218185 + Penalty 3434.659740 = -4783225.558445 nChanged 508 SP:Iteration 16Q (1982.945397 sec): 3 clusters Score: Raw -4786792.455551 + Penalty 3434.659740 = -4783357.795811 nChanged 490 SP:Iteration 17Q (1983.048822 sec): 3 clusters Score: Raw -4786918.530684 + Penalty 3434.659740 = -4783483.870944 nChanged 464 SP:Iteration 18Q (1983.139868 sec): 3 clusters Score: Raw -4787038.230209 + Penalty 3434.659740 = -4783603.570468 nChanged 460 SP:Iteration 19Q (1983.240511 sec): 3 clusters Score: Raw -4787155.767422 + Penalty 3434.659740 = -4783721.107682 nChanged 392 SP:Iteration 20F (1983.334510 sec): 3 clusters Score: Raw -4787242.273986 + Penalty 3434.659740 = -4783807.614245 nChanged 341 SP:Iteration 21Q (1983.421935 sec): 3 clusters Score: Raw -4787313.761175 + Penalty 3434.659740 = -4783879.101434 nChanged 309 SP:Iteration 22Q (1983.506285 sec): 3 clusters Score: Raw -4787371.632102 + Penalty 3434.659740 = -4783936.972362 nChanged 285 SP:Iteration 23Q (1983.591391 sec): 3 clusters Score: Raw -4787423.258507 + Penalty 3434.659740 = -4783988.598766 nChanged 264 SP:Iteration 24Q (1983.683980 sec): 3 clusters Score: Raw -4787474.164707 + Penalty 3434.659740 = -4784039.504966 nChanged 252 SP:Iteration 25Q (1983.763536 sec): 3 clusters Score: Raw -4787524.200687 + Penalty 3434.659740 = -4784089.540946 nChanged 243 SP:Iteration 26Q (1983.850220 sec): 3 clusters Score: Raw -4787575.409771 + Penalty 3434.659740 = -4784140.750031 nChanged 233 SP:Iteration 27Q (1983.933300 sec): 3 clusters Score: Raw -4787622.024757 + Penalty 3434.659740 = -4784187.365016 nChanged 218 SP:Iteration 28Q (1984.023300 sec): 3 clusters Score: Raw -4787668.965968 + Penalty 3434.659740 = -4784234.306228 nChanged 196 SP:Iteration 29Q (1984.104716 sec): 3 clusters Score: Raw -4787708.453002 + Penalty 3434.659740 = -4784273.793261 nChanged 175 SP:Iteration 30Q (1984.197077 sec): 3 clusters Score: Raw -4787743.656271 + Penalty 3434.659740 = -4784308.996530 nChanged 165 SP:Iteration 31Q (1984.287992 sec): 3 clusters Score: Raw -4787780.831598 + Penalty 3434.659740 = -4784346.171857 nChanged 165 SP:Iteration 32Q (1984.378779 sec): 3 clusters Score: Raw -4787815.963784 + Penalty 3434.659740 = -4784381.304044 nChanged 128 SP:Iteration 33Q (1984.470308 sec): 3 clusters Score: Raw -4787846.872792 + Penalty 3434.659740 = -4784412.213051 nChanged 145 SP:Iteration 34Q (1984.566860 sec): 3 clusters Score: Raw -4787885.867358 + Penalty 3434.659740 = -4784451.207618 nChanged 144 SP:Iteration 35Q (1984.633934 sec): 3 clusters Score: Raw -4787923.898351 + Penalty 3434.659740 = -4784489.238611 nChanged 129 SP:Iteration 36Q (1984.695422 sec): 3 clusters Score: Raw -4787957.011579 + Penalty 3434.659740 = -4784522.351839 nChanged 133 SP:Iteration 37Q (1984.764682 sec): 3 clusters Score: Raw -4787992.274435 + Penalty 3434.659740 = -4784557.614694 nChanged 141 SP:Iteration 38Q (1984.829788 sec): 3 clusters Score: Raw -4788027.521040 + Penalty 3434.659740 = -4784592.861300 nChanged 134 SP:Iteration 39Q (1984.893214 sec): 3 clusters Score: Raw -4788058.024765 + Penalty 3434.659740 = -4784623.365024 nChanged 130 SP:Iteration 40F (1984.970396 sec): 3 clusters Score: Raw -4788088.074141 + Penalty 3434.659740 = -4784653.414401 nChanged 107 SP:Iteration 41Q (1985.055770 sec): 3 clusters Score: Raw -4788109.669470 + Penalty 3434.659740 = -4784675.009729 nChanged 105 SP:Iteration 42Q (1985.115225 sec): 3 clusters Score: Raw -4788134.100397 + Penalty 3434.659740 = -4784699.440657 nChanged 88 SP:Iteration 43Q (1985.182710 sec): 3 clusters Score: Raw -4788151.036738 + Penalty 3434.659740 = -4784716.376997 nChanged 71 SP:Iteration 44Q (1985.278694 sec): 3 clusters Score: Raw -4788165.807751 + Penalty 3434.659740 = -4784731.148011 nChanged 62 SP:Iteration 45Q (1985.368113 sec): 3 clusters Score: Raw -4788175.938963 + Penalty 3434.659740 = -4784741.279223 nChanged 52 SP:Iteration 46Q (1985.462858 sec): 3 clusters Score: Raw -4788183.687243 + Penalty 3434.659740 = -4784749.027502 nChanged 42 SP:Iteration 47Q (1985.555567 sec): 3 clusters Score: Raw -4788188.687555 + Penalty 3434.659740 = -4784754.027815 nChanged 33 SP:Iteration 48Q (1985.650916 sec): 3 clusters Score: Raw -4788192.644952 + Penalty 3434.659740 = -4784757.985211 nChanged 37 SP:Iteration 49Q (1985.746124 sec): 3 clusters Score: Raw -4788198.062055 + Penalty 3434.659740 = -4784763.402315 nChanged 26 SP:Iteration 50Q (1985.842218 sec): 3 clusters Score: Raw -4788201.181597 + Penalty 3434.659740 = -4784766.521857 nChanged 23 SP:Iteration 51Q (1985.938271 sec): 3 clusters Score: Raw -4788203.374252 + Penalty 3434.659740 = -4784768.714511 nChanged 15 SP:Iteration 52Q (1986.031602 sec): 3 clusters Score: Raw -4788205.393083 + Penalty 3434.659740 = -4784770.733342 nChanged 17 SP:Iteration 53Q (1986.127357 sec): 3 clusters Score: Raw -4788207.450096 + Penalty 3434.659740 = -4784772.790356 nChanged 26 SP:Iteration 54Q (1986.226424 sec): 3 clusters Score: Raw -4788210.048366 + Penalty 3434.659740 = -4784775.388625 nChanged 19 SP:Iteration 55Q (1986.323190 sec): 3 clusters Score: Raw -4788211.898236 + Penalty 3434.659740 = -4784777.238495 nChanged 17 SP:Iteration 56Q (1986.415031 sec): 3 clusters Score: Raw -4788213.888747 + Penalty 3434.659740 = -4784779.229006 nChanged 14 SP:Iteration 57Q (1986.499769 sec): 3 clusters Score: Raw -4788216.022537 + Penalty 3434.659740 = -4784781.362796 nChanged 20 SP:Iteration 58Q (1986.580977 sec): 3 clusters Score: Raw -4788218.907126 + Penalty 3434.659740 = -4784784.247385 nChanged 26 SP:Iteration 59Q (1986.668099 sec): 3 clusters Score: Raw -4788222.437553 + Penalty 3434.659740 = -4784787.777812 nChanged 29 SP:Iteration 60F (1986.743264 sec): 3 clusters Score: Raw -4788226.551222 + Penalty 3434.659740 = -4784791.891482 nChanged 25 SP:Iteration 61Q (1986.807238 sec): 3 clusters Score: Raw -4788230.427252 + Penalty 3434.659740 = -4784795.767511 nChanged 35 SP:Iteration 62Q (1986.874784 sec): 3 clusters Score: Raw -4788236.339329 + Penalty 3434.659740 = -4784801.679588 nChanged 38 SP:Iteration 63Q (1986.934678 sec): 3 clusters Score: Raw -4788241.964924 + Penalty 3434.659740 = -4784807.305184 nChanged 26 SP:Iteration 64Q (1987.030471 sec): 3 clusters Score: Raw -4788245.276704 + Penalty 3434.659740 = -4784810.616964 nChanged 24 SP:Iteration 65Q (1987.127286 sec): 3 clusters Score: Raw -4788248.237711 + Penalty 3434.659740 = -4784813.577971 nChanged 17 SP:Iteration 66Q (1987.218995 sec): 3 clusters Score: Raw -4788250.818603 + Penalty 3434.659740 = -4784816.158863 nChanged 23 SP:Iteration 67Q (1987.316353 sec): 3 clusters Score: Raw -4788253.620400 + Penalty 3434.659740 = -4784818.960660 nChanged 17 SP:Iteration 68Q (1987.412895 sec): 3 clusters Score: Raw -4788255.585160 + Penalty 3434.659740 = -4784820.925420 nChanged 19 SP:Iteration 69Q (1987.510010 sec): 3 clusters Score: Raw -4788258.163105 + Penalty 3434.659740 = -4784823.503364 nChanged 18 SP:Iteration 70Q (1987.597240 sec): 3 clusters Score: Raw -4788259.981214 + Penalty 3434.659740 = -4784825.321474 nChanged 12 SP:Iteration 71Q (1987.691215 sec): 3 clusters Score: Raw -4788261.215058 + Penalty 3434.659740 = -4784826.555317 nChanged 13 SP:Iteration 72Q (1987.771199 sec): 3 clusters Score: Raw -4788262.251023 + Penalty 3434.659740 = -4784827.591283 nChanged 12 SP:Iteration 73Q (1987.869725 sec): 3 clusters Score: Raw -4788263.748171 + Penalty 3434.659740 = -4784829.088431 nChanged 15 SP:Iteration 74Q (1987.967743 sec): 3 clusters Score: Raw -4788265.544743 + Penalty 3434.659740 = -4784830.885003 nChanged 18 SP:Iteration 75Q (1988.063507 sec): 3 clusters Score: Raw -4788267.395961 + Penalty 3434.659740 = -4784832.736221 nChanged 10 SP:Iteration 76Q (1988.165842 sec): 3 clusters Score: Raw -4788268.360615 + Penalty 3434.659740 = -4784833.700874 nChanged 9 SP:Iteration 77Q (1988.258792 sec): 3 clusters Score: Raw -4788269.461455 + Penalty 3434.659740 = -4784834.801714 nChanged 9 SP:Iteration 78Q (1988.346912 sec): 3 clusters Score: Raw -4788270.512109 + Penalty 3434.659740 = -4784835.852368 nChanged 7 SP:Iteration 79Q (1988.438131 sec): 3 clusters Score: Raw -4788271.487993 + Penalty 3434.659740 = -4784836.828253 nChanged 7 SP:Iteration 80F (1988.545469 sec): 3 clusters Score: Raw -4788272.185720 + Penalty 3434.659740 = -4784837.525979 nChanged 7 SP:Iteration 81Q (1988.632324 sec): 3 clusters Score: Raw -4788272.700277 + Penalty 3434.659740 = -4784838.040536 nChanged 5 SP:Iteration 82Q (1988.723882 sec): 3 clusters Score: Raw -4788273.184601 + Penalty 3434.659740 = -4784838.524861 nChanged 3 SP:Iteration 83Q (1988.815431 sec): 3 clusters Score: Raw -4788273.697618 + Penalty 3434.659740 = -4784839.037877 nChanged 4 SP:Iteration 84Q (1988.913365 sec): 3 clusters Score: Raw -4788274.022773 + Penalty 3434.659740 = -4784839.363033 nChanged 4 SP:Iteration 85Q (1989.007183 sec): 3 clusters Score: Raw -4788274.547724 + Penalty 3434.659740 = -4784839.887984 nChanged 7 SP:Iteration 86Q (1989.088985 sec): 3 clusters Score: Raw -4788275.285107 + Penalty 3434.659740 = -4784840.625366 nChanged 7 SP:Iteration 87Q (1989.186583 sec): 3 clusters Score: Raw -4788276.059753 + Penalty 3434.659740 = -4784841.400012 nChanged 7 SP:Iteration 88Q (1989.264097 sec): 3 clusters Score: Raw -4788276.888515 + Penalty 3434.659740 = -4784842.228774 nChanged 11 SP:Iteration 89Q (1989.350971 sec): 3 clusters Score: Raw -4788278.338010 + Penalty 3434.659740 = -4784843.678270 nChanged 8 SP:Iteration 90Q (1989.447333 sec): 3 clusters Score: Raw -4788279.159049 + Penalty 3434.659740 = -4784844.499309 nChanged 4 SP:Iteration 91Q (1989.535685 sec): 3 clusters Score: Raw -4788279.479917 + Penalty 3434.659740 = -4784844.820177 nChanged 2 SP:Iteration 92Q (1989.632913 sec): 3 clusters Score: Raw -4788279.818366 + Penalty 3434.659740 = -4784845.158626 nChanged 6 SP:Iteration 93Q (1989.728055 sec): 3 clusters Score: Raw -4788280.304536 + Penalty 3434.659740 = -4784845.644795 nChanged 6 SP:Iteration 94Q (1989.813248 sec): 3 clusters Score: Raw -4788280.968994 + Penalty 3434.659740 = -4784846.309253 nChanged 8 SP:Iteration 95Q (1989.899858 sec): 3 clusters Score: Raw -4788282.254163 + Penalty 3434.659740 = -4784847.594423 nChanged 4 SP:Iteration 96Q (1989.997421 sec): 3 clusters Score: Raw -4788283.014380 + Penalty 3434.659740 = -4784848.354639 nChanged 5 SP:Iteration 97Q (1990.084989 sec): 3 clusters Score: Raw -4788283.371849 + Penalty 3434.659740 = -4784848.712108 nChanged 6 SP:Iteration 98Q (1990.182992 sec): 3 clusters Score: Raw -4788284.141380 + Penalty 3434.659740 = -4784849.481639 nChanged 7 SP:Iteration 99Q (1990.272646 sec): 3 clusters Score: Raw -4788285.235885 + Penalty 3434.659740 = -4784850.576145 nChanged 8 SP:Iteration 100F (1990.370147 sec): 3 clusters Score: Raw -4788286.611079 + Penalty 3434.659740 = -4784851.951338 nChanged 11 SP:Iteration 101Q (1990.450339 sec): 3 clusters Score: Raw -4788288.895168 + Penalty 3434.659740 = -4784854.235427 nChanged 9 SP:Iteration 102Q (1990.525004 sec): 3 clusters Score: Raw -4788289.944279 + Penalty 3434.659740 = -4784855.284538 nChanged 9 SP:Iteration 103Q (1990.585260 sec): 3 clusters Score: Raw -4788291.415841 + Penalty 3434.659740 = -4784856.756101 nChanged 13 SP:Iteration 104Q (1990.649174 sec): 3 clusters Score: Raw -4788293.429572 + Penalty 3434.659740 = -4784858.769832 nChanged 11 SP:Iteration 105Q (1990.708202 sec): 3 clusters Score: Raw -4788294.936306 + Penalty 3434.659740 = -4784860.276566 nChanged 10 SP:Iteration 106Q (1990.779819 sec): 3 clusters Score: Raw -4788296.044170 + Penalty 3434.659740 = -4784861.384429 nChanged 9 SP:Iteration 107Q (1990.850798 sec): 3 clusters Score: Raw -4788297.088343 + Penalty 3434.659740 = -4784862.428602 nChanged 9 SP:Iteration 108Q (1990.920981 sec): 3 clusters Score: Raw -4788298.344681 + Penalty 3434.659740 = -4784863.684941 nChanged 13 SP:Iteration 109Q (1990.980309 sec): 3 clusters Score: Raw -4788299.633706 + Penalty 3434.659740 = -4784864.973965 nChanged 11 SP:Iteration 110Q (1991.047670 sec): 3 clusters Score: Raw -4788301.171235 + Penalty 3434.659740 = -4784866.511494 nChanged 15 SP:Iteration 111Q (1991.109092 sec): 3 clusters Score: Raw -4788303.237681 + Penalty 3434.659740 = -4784868.577940 nChanged 10 SP:Iteration 112Q (1991.167074 sec): 3 clusters Score: Raw -4788304.347336 + Penalty 3434.659740 = -4784869.687596 nChanged 11 SP:Iteration 113Q (1991.227315 sec): 3 clusters Score: Raw -4788305.627184 + Penalty 3434.659740 = -4784870.967444 nChanged 12 SP:Iteration 114Q (1991.287669 sec): 3 clusters Score: Raw -4788306.767342 + Penalty 3434.659740 = -4784872.107601 nChanged 8 SP:Iteration 115Q (1991.358421 sec): 3 clusters Score: Raw -4788307.462936 + Penalty 3434.659740 = -4784872.803196 nChanged 5 SP:Iteration 116Q (1991.430705 sec): 3 clusters Score: Raw -4788308.122181 + Penalty 3434.659740 = -4784873.462441 nChanged 8 SP:Iteration 117Q (1991.503929 sec): 3 clusters Score: Raw -4788309.009037 + Penalty 3434.659740 = -4784874.349297 nChanged 3 SP:Iteration 118Q (1991.567550 sec): 3 clusters Score: Raw -4788309.358665 + Penalty 3434.659740 = -4784874.698925 nChanged 4 SP:Iteration 119Q (1991.627977 sec): 3 clusters Score: Raw -4788309.685429 + Penalty 3434.659740 = -4784875.025688 nChanged 2 SP:Iteration 120F (1991.701950 sec): 3 clusters Score: Raw -4788309.874477 + Penalty 3434.659740 = -4784875.214737 nChanged 4 SP:Iteration 121Q (1991.795820 sec): 3 clusters Score: Raw -4788310.276208 + Penalty 3434.659740 = -4784875.616468 nChanged 4 SP:Iteration 122Q (1991.865678 sec): 3 clusters Score: Raw -4788310.593139 + Penalty 3434.659740 = -4784875.933399 nChanged 2 SP:Iteration 123Q (1991.937635 sec): 3 clusters Score: Raw -4788310.707138 + Penalty 3434.659740 = -4784876.047398 nChanged 3 SP:Iteration 124Q (1992.026287 sec): 3 clusters Score: Raw -4788311.016196 + Penalty 3434.659740 = -4784876.356455 nChanged 0 SP:Iteration 125F (1992.109233 sec): 3 clusters Score: Raw -4788311.016196 + Penalty 3434.659740 = -4784876.356455 nChanged 0 Trying to split cluster 17 (5377 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (1992.122577 sec): 2 clusters Score: Raw -688217.786964 + Penalty 1395.856455 = -686821.930509 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (1992.143618 sec): 3 clusters Score: Raw -685383.663995 + Penalty 2791.712910 = -682591.951085 nChanged 2143 SP:Iteration 1F (1992.170923 sec): 3 clusters Score: Raw -686591.803809 + Penalty 2791.712910 = -683800.090899 nChanged 397 SP:Iteration 2F (1992.191308 sec): 3 clusters Score: Raw -686844.655872 + Penalty 2791.712910 = -684052.942962 nChanged 315 SP:Iteration 3F (1992.216343 sec): 3 clusters Score: Raw -687018.080895 + Penalty 2791.712910 = -684226.367985 nChanged 251 SP:Iteration 4Q (1992.237148 sec): 3 clusters Score: Raw -687142.294662 + Penalty 2791.712910 = -684350.581752 nChanged 230 SP:Iteration 5Q (1992.258364 sec): 3 clusters Score: Raw -687253.609062 + Penalty 2791.712910 = -684461.896152 nChanged 193 SP:Iteration 6Q (1992.279508 sec): 3 clusters Score: Raw -687348.693040 + Penalty 2791.712910 = -684556.980130 nChanged 174 SP:Iteration 7Q (1992.300519 sec): 3 clusters Score: Raw -687427.298439 + Penalty 2791.712910 = -684635.585529 nChanged 154 SP:Iteration 8Q (1992.357203 sec): 3 clusters Score: Raw -687503.102856 + Penalty 2791.712910 = -684711.389946 nChanged 161 SP:Iteration 9Q (1992.412599 sec): 3 clusters Score: Raw -687577.225640 + Penalty 2791.712910 = -684785.512730 nChanged 140 SP:Iteration 10Q (1992.467383 sec): 3 clusters Score: Raw -687640.737319 + Penalty 2791.712910 = -684849.024409 nChanged 104 SP:Iteration 11Q (1992.524937 sec): 3 clusters Score: Raw -687695.417436 + Penalty 2791.712910 = -684903.704526 nChanged 113 SP:Iteration 12Q (1992.593043 sec): 3 clusters Score: Raw -687766.072170 + Penalty 2791.712910 = -684974.359260 nChanged 131 SP:Iteration 13Q (1992.636150 sec): 3 clusters Score: Raw -687837.336638 + Penalty 2791.712910 = -685045.623728 nChanged 117 SP:Iteration 14Q (1992.690881 sec): 3 clusters Score: Raw -687890.311162 + Penalty 2791.712910 = -685098.598252 nChanged 96 SP:Iteration 15Q (1992.740518 sec): 3 clusters Score: Raw -687944.742320 + Penalty 2791.712910 = -685153.029410 nChanged 104 SP:Iteration 16Q (1992.790779 sec): 3 clusters Score: Raw -687995.861648 + Penalty 2791.712910 = -685204.148738 nChanged 102 SP:Iteration 17Q (1992.842873 sec): 3 clusters Score: Raw -688053.678605 + Penalty 2791.712910 = -685261.965695 nChanged 105 SP:Iteration 18Q (1992.893274 sec): 3 clusters Score: Raw -688118.987073 + Penalty 2791.712910 = -685327.274163 nChanged 91 SP:Iteration 19Q (1992.949399 sec): 3 clusters Score: Raw -688184.983769 + Penalty 2791.712910 = -685393.270859 nChanged 103 SP:Iteration 20F (1992.999727 sec): 3 clusters Score: Raw -688256.207346 + Penalty 2791.712910 = -685464.494437 nChanged 86 SP:Iteration 21Q (1993.054170 sec): 3 clusters Score: Raw -688314.459978 + Penalty 2791.712910 = -685522.747068 nChanged 90 SP:Iteration 22Q (1993.121289 sec): 3 clusters Score: Raw -688380.227087 + Penalty 2791.712910 = -685588.514177 nChanged 82 SP:Iteration 23Q (1993.159965 sec): 3 clusters Score: Raw -688430.459756 + Penalty 2791.712910 = -685638.746846 nChanged 74 SP:Iteration 24Q (1993.212114 sec): 3 clusters Score: Raw -688474.389337 + Penalty 2791.712910 = -685682.676427 nChanged 69 SP:Iteration 25Q (1993.267560 sec): 3 clusters Score: Raw -688519.257809 + Penalty 2791.712910 = -685727.544899 nChanged 80 SP:Iteration 26Q (1993.323678 sec): 3 clusters Score: Raw -688585.520665 + Penalty 2791.712910 = -685793.807755 nChanged 102 SP:Iteration 27Q (1993.376623 sec): 3 clusters Score: Raw -688684.001230 + Penalty 2791.712910 = -685892.288320 nChanged 109 SP:Iteration 28Q (1993.434536 sec): 3 clusters Score: Raw -688806.947489 + Penalty 2791.712910 = -686015.234579 nChanged 131 SP:Iteration 29Q (1993.490435 sec): 3 clusters Score: Raw -688979.691826 + Penalty 2791.712910 = -686187.978916 nChanged 132 SP:Iteration 30Q (1993.546748 sec): 3 clusters Score: Raw -689208.648083 + Penalty 2791.712910 = -686416.935173 nChanged 133 SP:Iteration 31Q (1993.572909 sec): 3 clusters Score: Raw -689554.368152 + Penalty 2791.712910 = -686762.655242 nChanged 98 SP:Iteration 32Q (1993.628779 sec): 3 clusters Score: Raw -689843.696150 + Penalty 2791.712910 = -687051.983240 nChanged 38 SP:Iteration 33Q (1993.685902 sec): 3 clusters Score: Raw -689881.516613 + Penalty 2791.712910 = -687089.803703 nChanged 11 SP:Iteration 34Q (1993.727150 sec): 3 clusters Score: Raw -689886.243397 + Penalty 2791.712910 = -687094.530487 nChanged 3 SP:Iteration 35Q (1993.781639 sec): 3 clusters Score: Raw -689887.045691 + Penalty 2791.712910 = -687095.332781 nChanged 1 SP:Iteration 36Q (1993.837538 sec): 3 clusters Score: Raw -689887.710364 + Penalty 2791.712910 = -687095.997454 nChanged 0 SP:Iteration 37F (1993.892668 sec): 3 clusters Score: Raw -689890.651960 + Penalty 2791.712910 = -687098.939050 nChanged 1 SP:Iteration 38Q (1993.937432 sec): 3 clusters Score: Raw -689891.379780 + Penalty 2791.712910 = -687099.666870 nChanged 0 SP:Iteration 39F (1993.992677 sec): 3 clusters Score: Raw -689891.379780 + Penalty 2791.712910 = -687099.666870 nChanged 0 Score: Raw -99937440.617716 + Penalty 66086.327377 = -99871354.290340 Splitting cluster 17 changes total score from -99871408.434532 to -99871354.290340 So it's not getting split. Trying to split cluster 18 (405 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2009.736073 sec): 2 clusters Score: Raw -43566.215884 + Penalty 975.631648 = -42590.584236 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2009.773714 sec): 3 clusters Score: Raw -43731.534029 + Penalty 1951.263297 = -41780.270732 nChanged 101 SP:Iteration 1F (2009.824131 sec): 3 clusters Score: Raw -43934.039596 + Penalty 1951.263297 = -41982.776300 nChanged 38 SP:Iteration 2F (2009.869852 sec): 3 clusters Score: Raw -44068.266091 + Penalty 1951.263297 = -42117.002795 nChanged 44 SP:Iteration 3F (2009.921035 sec): 3 clusters Score: Raw -44279.535517 + Penalty 1951.263297 = -42328.272220 nChanged 30 SP:Iteration 4F (2009.970843 sec): 3 clusters Score: Raw -44385.634881 + Penalty 1951.263297 = -42434.371584 nChanged 13 SP:Iteration 5Q (2010.020067 sec): 3 clusters Score: Raw -44458.179745 + Penalty 1951.263297 = -42506.916448 nChanged 6 SP:Iteration 6Q (2010.060537 sec): 3 clusters Score: Raw -44475.632366 + Penalty 1951.263297 = -42524.369069 nChanged 2 SP:Iteration 7Q (2010.121837 sec): 3 clusters Score: Raw -44483.652117 + Penalty 1951.263297 = -42532.388820 nChanged 1 SP:Iteration 8Q (2010.160160 sec): 3 clusters Score: Raw -44486.062470 + Penalty 1951.263297 = -42534.799173 nChanged 0 SP:Iteration 9F (2010.203204 sec): 3 clusters Score: Raw -44486.062470 + Penalty 1951.263297 = -42534.799173 nChanged 0 Trying to split cluster 19 (10801 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2010.253122 sec): 2 clusters Score: Raw -1350421.941749 + Penalty 1509.201525 = -1348912.740224 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2010.307517 sec): 3 clusters Score: Raw -1344313.772539 + Penalty 3018.403050 = -1341295.369489 nChanged 4634 SP:Iteration 1F (2010.373928 sec): 3 clusters Score: Raw -1346864.553331 + Penalty 3018.403050 = -1343846.150281 nChanged 642 SP:Iteration 2F (2010.402676 sec): 3 clusters Score: Raw -1347171.134362 + Penalty 3018.403050 = -1344152.731311 nChanged 574 SP:Iteration 3F (2010.434883 sec): 3 clusters Score: Raw -1347466.738144 + Penalty 3018.403050 = -1344448.335094 nChanged 539 SP:Iteration 4Q (2010.478730 sec): 3 clusters Score: Raw -1347726.929292 + Penalty 3018.403050 = -1344708.526241 nChanged 453 SP:Iteration 5Q (2010.513659 sec): 3 clusters Score: Raw -1347932.080344 + Penalty 3018.403050 = -1344913.677293 nChanged 433 SP:Iteration 6Q (2010.543706 sec): 3 clusters Score: Raw -1348141.385785 + Penalty 3018.403050 = -1345122.982735 nChanged 473 SP:Iteration 7Q (2010.578616 sec): 3 clusters Score: Raw -1348399.687885 + Penalty 3018.403050 = -1345381.284835 nChanged 502 SP:Iteration 8Q (2010.607746 sec): 3 clusters Score: Raw -1348688.687270 + Penalty 3018.403050 = -1345670.284220 nChanged 545 SP:Iteration 9F (2010.640338 sec): 3 clusters Score: Raw -1349058.240247 + Penalty 3018.403050 = -1346039.837196 nChanged 562 SP:Iteration 10F (2010.695297 sec): 3 clusters Score: Raw -1349405.833068 + Penalty 3018.403050 = -1346387.430018 nChanged 492 SP:Iteration 11Q (2010.730972 sec): 3 clusters Score: Raw -1349705.540148 + Penalty 3018.403050 = -1346687.137098 nChanged 469 SP:Iteration 12Q (2010.766515 sec): 3 clusters Score: Raw -1349962.115940 + Penalty 3018.403050 = -1346943.712890 nChanged 361 SP:Iteration 13Q (2010.797299 sec): 3 clusters Score: Raw -1350131.220966 + Penalty 3018.403050 = -1347112.817915 nChanged 273 SP:Iteration 14Q (2010.831755 sec): 3 clusters Score: Raw -1350247.928397 + Penalty 3018.403050 = -1347229.525347 nChanged 200 SP:Iteration 15Q (2010.871809 sec): 3 clusters Score: Raw -1350312.794335 + Penalty 3018.403050 = -1347294.391284 nChanged 145 SP:Iteration 16Q (2010.916210 sec): 3 clusters Score: Raw -1350354.906244 + Penalty 3018.403050 = -1347336.503193 nChanged 125 SP:Iteration 17Q (2010.946871 sec): 3 clusters Score: Raw -1350388.885196 + Penalty 3018.403050 = -1347370.482146 nChanged 110 SP:Iteration 18Q (2010.975457 sec): 3 clusters Score: Raw -1350421.880232 + Penalty 3018.403050 = -1347403.477182 nChanged 106 SP:Iteration 19Q (2011.004016 sec): 3 clusters Score: Raw -1350455.884419 + Penalty 3018.403050 = -1347437.481368 nChanged 98 SP:Iteration 20F (2011.037727 sec): 3 clusters Score: Raw -1350491.857945 + Penalty 3018.403050 = -1347473.454895 nChanged 112 SP:Iteration 21Q (2011.066416 sec): 3 clusters Score: Raw -1350528.495433 + Penalty 3018.403050 = -1347510.092383 nChanged 99 SP:Iteration 22Q (2011.101320 sec): 3 clusters Score: Raw -1350569.406758 + Penalty 3018.403050 = -1347551.003708 nChanged 104 SP:Iteration 23Q (2011.165898 sec): 3 clusters Score: Raw -1350619.004944 + Penalty 3018.403050 = -1347600.601894 nChanged 107 SP:Iteration 24Q (2011.197579 sec): 3 clusters Score: Raw -1350675.089466 + Penalty 3018.403050 = -1347656.686416 nChanged 114 SP:Iteration 25Q (2011.228759 sec): 3 clusters Score: Raw -1350739.394330 + Penalty 3018.403050 = -1347720.991279 nChanged 119 SP:Iteration 26Q (2011.258078 sec): 3 clusters Score: Raw -1350805.129683 + Penalty 3018.403050 = -1347786.726632 nChanged 117 SP:Iteration 27Q (2011.293745 sec): 3 clusters Score: Raw -1350854.292173 + Penalty 3018.403050 = -1347835.889123 nChanged 104 SP:Iteration 28Q (2011.323808 sec): 3 clusters Score: Raw -1350892.914773 + Penalty 3018.403050 = -1347874.511722 nChanged 95 SP:Iteration 29Q (2011.357996 sec): 3 clusters Score: Raw -1350928.157583 + Penalty 3018.403050 = -1347909.754532 nChanged 78 SP:Iteration 30Q (2011.386606 sec): 3 clusters Score: Raw -1350957.245518 + Penalty 3018.403050 = -1347938.842467 nChanged 66 SP:Iteration 31Q (2011.421625 sec): 3 clusters Score: Raw -1350981.752632 + Penalty 3018.403050 = -1347963.349581 nChanged 64 SP:Iteration 32Q (2011.450518 sec): 3 clusters Score: Raw -1350999.363386 + Penalty 3018.403050 = -1347980.960335 nChanged 48 SP:Iteration 33Q (2011.478602 sec): 3 clusters Score: Raw -1351010.970630 + Penalty 3018.403050 = -1347992.567580 nChanged 42 SP:Iteration 34Q (2011.511106 sec): 3 clusters Score: Raw -1351021.395614 + Penalty 3018.403050 = -1348002.992564 nChanged 36 SP:Iteration 35Q (2011.540594 sec): 3 clusters Score: Raw -1351028.146109 + Penalty 3018.403050 = -1348009.743058 nChanged 28 SP:Iteration 36Q (2011.568336 sec): 3 clusters Score: Raw -1351033.304250 + Penalty 3018.403050 = -1348014.901199 nChanged 24 SP:Iteration 37Q (2011.600394 sec): 3 clusters Score: Raw -1351037.603780 + Penalty 3018.403050 = -1348019.200730 nChanged 30 SP:Iteration 38Q (2011.640617 sec): 3 clusters Score: Raw -1351042.565722 + Penalty 3018.403050 = -1348024.162671 nChanged 30 SP:Iteration 39Q (2011.676058 sec): 3 clusters Score: Raw -1351047.692155 + Penalty 3018.403050 = -1348029.289104 nChanged 24 SP:Iteration 40F (2011.704975 sec): 3 clusters Score: Raw -1351051.566874 + Penalty 3018.403050 = -1348033.163823 nChanged 21 SP:Iteration 41Q (2011.732974 sec): 3 clusters Score: Raw -1351055.863951 + Penalty 3018.403050 = -1348037.460900 nChanged 31 SP:Iteration 42Q (2011.767031 sec): 3 clusters Score: Raw -1351062.673291 + Penalty 3018.403050 = -1348044.270240 nChanged 35 SP:Iteration 43Q (2011.797004 sec): 3 clusters Score: Raw -1351071.047180 + Penalty 3018.403050 = -1348052.644130 nChanged 31 SP:Iteration 44Q (2011.825048 sec): 3 clusters Score: Raw -1351076.835668 + Penalty 3018.403050 = -1348058.432617 nChanged 20 SP:Iteration 45Q (2011.857168 sec): 3 clusters Score: Raw -1351079.981749 + Penalty 3018.403050 = -1348061.578698 nChanged 13 SP:Iteration 46Q (2011.886515 sec): 3 clusters Score: Raw -1351081.670174 + Penalty 3018.403050 = -1348063.267124 nChanged 8 SP:Iteration 47Q (2011.914117 sec): 3 clusters Score: Raw -1351082.673406 + Penalty 3018.403050 = -1348064.270356 nChanged 3 SP:Iteration 48Q (2011.946812 sec): 3 clusters Score: Raw -1351083.131963 + Penalty 3018.403050 = -1348064.728912 nChanged 4 SP:Iteration 49Q (2011.975441 sec): 3 clusters Score: Raw -1351083.669512 + Penalty 3018.403050 = -1348065.266462 nChanged 5 SP:Iteration 50Q (2012.034865 sec): 3 clusters Score: Raw -1351084.346279 + Penalty 3018.403050 = -1348065.943229 nChanged 10 SP:Iteration 51Q (2012.067614 sec): 3 clusters Score: Raw -1351085.542192 + Penalty 3018.403050 = -1348067.139142 nChanged 8 SP:Iteration 52Q (2012.096671 sec): 3 clusters Score: Raw -1351086.513057 + Penalty 3018.403050 = -1348068.110006 nChanged 2 SP:Iteration 53Q (2012.124439 sec): 3 clusters Score: Raw -1351086.634345 + Penalty 3018.403050 = -1348068.231295 nChanged 2 SP:Iteration 54Q (2012.156803 sec): 3 clusters Score: Raw -1351086.883686 + Penalty 3018.403050 = -1348068.480636 nChanged 2 SP:Iteration 55Q (2012.206474 sec): 3 clusters Score: Raw -1351087.115609 + Penalty 3018.403050 = -1348068.712558 nChanged 3 SP:Iteration 56Q (2012.234204 sec): 3 clusters Score: Raw -1351087.361567 + Penalty 3018.403050 = -1348068.958516 nChanged 4 SP:Iteration 57Q (2012.268985 sec): 3 clusters Score: Raw -1351087.648349 + Penalty 3018.403050 = -1348069.245298 nChanged 4 SP:Iteration 58Q (2012.321528 sec): 3 clusters Score: Raw -1351088.142877 + Penalty 3018.403050 = -1348069.739827 nChanged 5 SP:Iteration 59Q (2012.352948 sec): 3 clusters Score: Raw -1351088.684116 + Penalty 3018.403050 = -1348070.281066 nChanged 4 SP:Iteration 60F (2012.381891 sec): 3 clusters Score: Raw -1351089.103207 + Penalty 3018.403050 = -1348070.700156 nChanged 2 SP:Iteration 61Q (2012.409609 sec): 3 clusters Score: Raw -1351089.370927 + Penalty 3018.403050 = -1348070.967877 nChanged 5 SP:Iteration 62Q (2012.441787 sec): 3 clusters Score: Raw -1351090.159944 + Penalty 3018.403050 = -1348071.756894 nChanged 8 SP:Iteration 63Q (2012.471071 sec): 3 clusters Score: Raw -1351091.066245 + Penalty 3018.403050 = -1348072.663195 nChanged 4 SP:Iteration 64Q (2012.498762 sec): 3 clusters Score: Raw -1351091.431511 + Penalty 3018.403050 = -1348073.028460 nChanged 1 SP:Iteration 65Q (2012.532197 sec): 3 clusters Score: Raw -1351091.490618 + Penalty 3018.403050 = -1348073.087568 nChanged 1 SP:Iteration 66Q (2012.564661 sec): 3 clusters Score: Raw -1351091.583592 + Penalty 3018.403050 = -1348073.180541 nChanged 1 SP:Iteration 67Q (2012.593816 sec): 3 clusters Score: Raw -1351091.650137 + Penalty 3018.403050 = -1348073.247087 nChanged 2 SP:Iteration 68Q (2012.621544 sec): 3 clusters Score: Raw -1351091.924487 + Penalty 3018.403050 = -1348073.521436 nChanged 3 SP:Iteration 69Q (2012.649107 sec): 3 clusters Score: Raw -1351092.329139 + Penalty 3018.403050 = -1348073.926089 nChanged 6 SP:Iteration 70Q (2012.681456 sec): 3 clusters Score: Raw -1351093.265718 + Penalty 3018.403050 = -1348074.862667 nChanged 5 SP:Iteration 71Q (2012.711019 sec): 3 clusters Score: Raw -1351094.143989 + Penalty 3018.403050 = -1348075.740938 nChanged 1 SP:Iteration 72Q (2012.744074 sec): 3 clusters Score: Raw -1351094.169651 + Penalty 3018.403050 = -1348075.766601 nChanged 0 SP:Iteration 73F (2012.772918 sec): 3 clusters Score: Raw -1351094.169651 + Penalty 3018.403050 = -1348075.766601 nChanged 0 Trying to split cluster 20 (11143 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2012.799030 sec): 2 clusters Score: Raw -1277704.537346 + Penalty 1514.267101 = -1276190.270244 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2012.830561 sec): 3 clusters Score: Raw -1271408.166860 + Penalty 3028.534203 = -1268379.632658 nChanged 4902 SP:Iteration 1F (2012.860765 sec): 3 clusters Score: Raw -1274410.563042 + Penalty 3028.534203 = -1271382.028840 nChanged 921 SP:Iteration 2F (2012.894269 sec): 3 clusters Score: Raw -1274988.288636 + Penalty 3028.534203 = -1271959.754434 nChanged 800 SP:Iteration 3F (2012.924721 sec): 3 clusters Score: Raw -1275476.067881 + Penalty 3028.534203 = -1272447.533678 nChanged 719 SP:Iteration 4F (2012.956919 sec): 3 clusters Score: Raw -1275912.513175 + Penalty 3028.534203 = -1272883.978973 nChanged 656 SP:Iteration 5F (2012.987590 sec): 3 clusters Score: Raw -1276312.143875 + Penalty 3028.534203 = -1273283.609672 nChanged 535 SP:Iteration 6Q (2013.019861 sec): 3 clusters Score: Raw -1276619.994737 + Penalty 3028.534203 = -1273591.460534 nChanged 428 SP:Iteration 7Q (2013.082628 sec): 3 clusters Score: Raw -1276881.285694 + Penalty 3028.534203 = -1273852.751491 nChanged 365 SP:Iteration 8Q (2013.143885 sec): 3 clusters Score: Raw -1277077.983443 + Penalty 3028.534203 = -1274049.449240 nChanged 345 SP:Iteration 9Q (2013.197746 sec): 3 clusters Score: Raw -1277266.283665 + Penalty 3028.534203 = -1274237.749463 nChanged 290 SP:Iteration 10Q (2013.262771 sec): 3 clusters Score: Raw -1277422.109800 + Penalty 3028.534203 = -1274393.575598 nChanged 297 SP:Iteration 11Q (2013.328873 sec): 3 clusters Score: Raw -1277583.090999 + Penalty 3028.534203 = -1274554.556797 nChanged 338 SP:Iteration 12Q (2013.390488 sec): 3 clusters Score: Raw -1277773.621464 + Penalty 3028.534203 = -1274745.087262 nChanged 377 SP:Iteration 13Q (2013.450738 sec): 3 clusters Score: Raw -1278021.807038 + Penalty 3028.534203 = -1274993.272835 nChanged 387 SP:Iteration 14Q (2013.513181 sec): 3 clusters Score: Raw -1278279.254858 + Penalty 3028.534203 = -1275250.720656 nChanged 356 SP:Iteration 15Q (2013.583213 sec): 3 clusters Score: Raw -1278483.699114 + Penalty 3028.534203 = -1275455.164911 nChanged 285 SP:Iteration 16Q (2013.633317 sec): 3 clusters Score: Raw -1278635.891174 + Penalty 3028.534203 = -1275607.356972 nChanged 224 SP:Iteration 17Q (2013.692716 sec): 3 clusters Score: Raw -1278726.330474 + Penalty 3028.534203 = -1275697.796272 nChanged 172 SP:Iteration 18Q (2013.744924 sec): 3 clusters Score: Raw -1278778.805242 + Penalty 3028.534203 = -1275750.271039 nChanged 121 SP:Iteration 19Q (2013.803777 sec): 3 clusters Score: Raw -1278807.259088 + Penalty 3028.534203 = -1275778.724885 nChanged 88 SP:Iteration 20F (2013.857728 sec): 3 clusters Score: Raw -1278846.711715 + Penalty 3028.534203 = -1275818.177512 nChanged 67 SP:Iteration 21Q (2013.917451 sec): 3 clusters Score: Raw -1278872.857057 + Penalty 3028.534203 = -1275844.322855 nChanged 71 SP:Iteration 22Q (2013.975134 sec): 3 clusters Score: Raw -1278889.978265 + Penalty 3028.534203 = -1275861.444063 nChanged 70 SP:Iteration 23Q (2014.028312 sec): 3 clusters Score: Raw -1278907.707437 + Penalty 3028.534203 = -1275879.173235 nChanged 58 SP:Iteration 24Q (2014.089196 sec): 3 clusters Score: Raw -1278918.593813 + Penalty 3028.534203 = -1275890.059611 nChanged 55 SP:Iteration 25Q (2014.133992 sec): 3 clusters Score: Raw -1278926.968651 + Penalty 3028.534203 = -1275898.434448 nChanged 39 SP:Iteration 26Q (2014.196236 sec): 3 clusters Score: Raw -1278933.412070 + Penalty 3028.534203 = -1275904.877868 nChanged 32 SP:Iteration 27Q (2014.247235 sec): 3 clusters Score: Raw -1278937.971030 + Penalty 3028.534203 = -1275909.436827 nChanged 21 SP:Iteration 28Q (2014.313642 sec): 3 clusters Score: Raw -1278939.900336 + Penalty 3028.534203 = -1275911.366134 nChanged 13 SP:Iteration 29Q (2014.358616 sec): 3 clusters Score: Raw -1278941.752283 + Penalty 3028.534203 = -1275913.218080 nChanged 15 SP:Iteration 30Q (2014.413261 sec): 3 clusters Score: Raw -1278943.982366 + Penalty 3028.534203 = -1275915.448163 nChanged 15 SP:Iteration 31Q (2014.467493 sec): 3 clusters Score: Raw -1278945.537273 + Penalty 3028.534203 = -1275917.003070 nChanged 13 SP:Iteration 32Q (2014.521712 sec): 3 clusters Score: Raw -1278946.517841 + Penalty 3028.534203 = -1275917.983639 nChanged 11 SP:Iteration 33Q (2014.586803 sec): 3 clusters Score: Raw -1278947.147287 + Penalty 3028.534203 = -1275918.613084 nChanged 9 SP:Iteration 34Q (2014.638317 sec): 3 clusters Score: Raw -1278947.776314 + Penalty 3028.534203 = -1275919.242112 nChanged 12 SP:Iteration 35Q (2014.684453 sec): 3 clusters Score: Raw -1278949.186997 + Penalty 3028.534203 = -1275920.652794 nChanged 11 SP:Iteration 36Q (2014.738875 sec): 3 clusters Score: Raw -1278950.920548 + Penalty 3028.534203 = -1275922.386346 nChanged 16 SP:Iteration 37Q (2014.796568 sec): 3 clusters Score: Raw -1278953.236815 + Penalty 3028.534203 = -1275924.702612 nChanged 17 SP:Iteration 38Q (2014.852142 sec): 3 clusters Score: Raw -1278955.769720 + Penalty 3028.534203 = -1275927.235517 nChanged 20 SP:Iteration 39Q (2014.905127 sec): 3 clusters Score: Raw -1278959.888913 + Penalty 3028.534203 = -1275931.354711 nChanged 22 SP:Iteration 40F (2014.966387 sec): 3 clusters Score: Raw -1278961.981641 + Penalty 3028.534203 = -1275933.447439 nChanged 13 SP:Iteration 41Q (2015.015178 sec): 3 clusters Score: Raw -1278963.123086 + Penalty 3028.534203 = -1275934.588883 nChanged 8 SP:Iteration 42Q (2015.081162 sec): 3 clusters Score: Raw -1278963.695116 + Penalty 3028.534203 = -1275935.160913 nChanged 4 SP:Iteration 43Q (2015.140701 sec): 3 clusters Score: Raw -1278964.067548 + Penalty 3028.534203 = -1275935.533345 nChanged 5 SP:Iteration 44Q (2015.208372 sec): 3 clusters Score: Raw -1278964.530171 + Penalty 3028.534203 = -1275935.995969 nChanged 5 SP:Iteration 45Q (2015.275604 sec): 3 clusters Score: Raw -1278965.234133 + Penalty 3028.534203 = -1275936.699931 nChanged 6 SP:Iteration 46Q (2015.342492 sec): 3 clusters Score: Raw -1278965.805248 + Penalty 3028.534203 = -1275937.271046 nChanged 7 SP:Iteration 47Q (2015.408764 sec): 3 clusters Score: Raw -1278966.146945 + Penalty 3028.534203 = -1275937.612742 nChanged 1 SP:Iteration 48Q (2015.475952 sec): 3 clusters Score: Raw -1278966.319880 + Penalty 3028.534203 = -1275937.785678 nChanged 2 SP:Iteration 49Q (2015.546886 sec): 3 clusters Score: Raw -1278966.621404 + Penalty 3028.534203 = -1275938.087202 nChanged 2 SP:Iteration 50Q (2015.602790 sec): 3 clusters Score: Raw -1278966.813115 + Penalty 3028.534203 = -1275938.278912 nChanged 3 SP:Iteration 51Q (2015.670328 sec): 3 clusters Score: Raw -1278967.235421 + Penalty 3028.534203 = -1275938.701218 nChanged 5 SP:Iteration 52Q (2015.737423 sec): 3 clusters Score: Raw -1278967.682576 + Penalty 3028.534203 = -1275939.148373 nChanged 3 SP:Iteration 53Q (2015.815607 sec): 3 clusters Score: Raw -1278967.924352 + Penalty 3028.534203 = -1275939.390149 nChanged 3 SP:Iteration 54Q (2015.870519 sec): 3 clusters Score: Raw -1278968.112113 + Penalty 3028.534203 = -1275939.577911 nChanged 1 SP:Iteration 55Q (2015.937515 sec): 3 clusters Score: Raw -1278968.169312 + Penalty 3028.534203 = -1275939.635109 nChanged 2 SP:Iteration 56Q (2016.005002 sec): 3 clusters Score: Raw -1278968.373951 + Penalty 3028.534203 = -1275939.839749 nChanged 3 SP:Iteration 57Q (2016.071003 sec): 3 clusters Score: Raw -1278968.518258 + Penalty 3028.534203 = -1275939.984055 nChanged 3 SP:Iteration 58Q (2016.137330 sec): 3 clusters Score: Raw -1278968.958139 + Penalty 3028.534203 = -1275940.423936 nChanged 3 SP:Iteration 59Q (2016.204484 sec): 3 clusters Score: Raw -1278969.172344 + Penalty 3028.534203 = -1275940.638141 nChanged 3 SP:Iteration 60F (2016.272819 sec): 3 clusters Score: Raw -1278969.508419 + Penalty 3028.534203 = -1275940.974216 nChanged 3 SP:Iteration 61Q (2016.338035 sec): 3 clusters Score: Raw -1278969.784864 + Penalty 3028.534203 = -1275941.250662 nChanged 2 SP:Iteration 62Q (2016.405215 sec): 3 clusters Score: Raw -1278969.902728 + Penalty 3028.534203 = -1275941.368526 nChanged 3 SP:Iteration 63Q (2016.472816 sec): 3 clusters Score: Raw -1278970.049786 + Penalty 3028.534203 = -1275941.515584 nChanged 1 SP:Iteration 64Q (2016.539449 sec): 3 clusters Score: Raw -1278970.095361 + Penalty 3028.534203 = -1275941.561158 nChanged 2 SP:Iteration 65Q (2016.603359 sec): 3 clusters Score: Raw -1278970.305650 + Penalty 3028.534203 = -1275941.771448 nChanged 2 SP:Iteration 66Q (2016.674117 sec): 3 clusters Score: Raw -1278970.455264 + Penalty 3028.534203 = -1275941.921061 nChanged 2 SP:Iteration 67Q (2016.729181 sec): 3 clusters Score: Raw -1278970.583522 + Penalty 3028.534203 = -1275942.049319 nChanged 2 SP:Iteration 68Q (2016.796466 sec): 3 clusters Score: Raw -1278970.696290 + Penalty 3028.534203 = -1275942.162087 nChanged 2 SP:Iteration 69Q (2016.854256 sec): 3 clusters Score: Raw -1278970.806823 + Penalty 3028.534203 = -1275942.272620 nChanged 1 SP:Iteration 70Q (2016.920967 sec): 3 clusters Score: Raw -1278970.887238 + Penalty 3028.534203 = -1275942.353036 nChanged 1 SP:Iteration 71Q (2016.987382 sec): 3 clusters Score: Raw -1278971.007680 + Penalty 3028.534203 = -1275942.473478 nChanged 1 SP:Iteration 72Q (2017.053727 sec): 3 clusters Score: Raw -1278971.123262 + Penalty 3028.534203 = -1275942.589060 nChanged 1 SP:Iteration 73Q (2017.120351 sec): 3 clusters Score: Raw -1278971.200780 + Penalty 3028.534203 = -1275942.666578 nChanged 0 SP:Iteration 74F (2017.181833 sec): 3 clusters Score: Raw -1278971.200780 + Penalty 3028.534203 = -1275942.666578 nChanged 0 Trying to split cluster 21 (2228 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2017.208922 sec): 2 clusters Score: Raw -306435.076514 + Penalty 1252.689685 = -305182.386829 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2017.261490 sec): 3 clusters Score: Raw -305470.787108 + Penalty 2505.379370 = -302965.407737 nChanged 793 SP:Iteration 1F (2017.308933 sec): 3 clusters Score: Raw -305915.572791 + Penalty 2505.379370 = -303410.193421 nChanged 156 SP:Iteration 2F (2017.361881 sec): 3 clusters Score: Raw -306013.612404 + Penalty 2505.379370 = -303508.233034 nChanged 93 SP:Iteration 3Q (2017.404990 sec): 3 clusters Score: Raw -306065.965492 + Penalty 2505.379370 = -303560.586121 nChanged 72 SP:Iteration 4Q (2017.457385 sec): 3 clusters Score: Raw -306107.031968 + Penalty 2505.379370 = -303601.652598 nChanged 59 SP:Iteration 5Q (2017.504391 sec): 3 clusters Score: Raw -306143.261235 + Penalty 2505.379370 = -303637.881865 nChanged 50 SP:Iteration 6Q (2017.556225 sec): 3 clusters Score: Raw -306172.422806 + Penalty 2505.379370 = -303667.043436 nChanged 32 SP:Iteration 7Q (2017.608771 sec): 3 clusters Score: Raw -306187.326912 + Penalty 2505.379370 = -303681.947542 nChanged 22 SP:Iteration 8Q (2017.655914 sec): 3 clusters Score: Raw -306198.516426 + Penalty 2505.379370 = -303693.137055 nChanged 20 SP:Iteration 9Q (2017.707103 sec): 3 clusters Score: Raw -306210.462642 + Penalty 2505.379370 = -303705.083271 nChanged 14 SP:Iteration 10Q (2017.753904 sec): 3 clusters Score: Raw -306216.337030 + Penalty 2505.379370 = -303710.957659 nChanged 10 SP:Iteration 11Q (2017.796474 sec): 3 clusters Score: Raw -306220.004586 + Penalty 2505.379370 = -303714.625216 nChanged 9 SP:Iteration 12Q (2017.848425 sec): 3 clusters Score: Raw -306223.776390 + Penalty 2505.379370 = -303718.397019 nChanged 5 SP:Iteration 13Q (2017.893724 sec): 3 clusters Score: Raw -306227.478209 + Penalty 2505.379370 = -303722.098839 nChanged 8 SP:Iteration 14Q (2017.957600 sec): 3 clusters Score: Raw -306233.362417 + Penalty 2505.379370 = -303727.983047 nChanged 10 SP:Iteration 15Q (2017.997958 sec): 3 clusters Score: Raw -306239.481607 + Penalty 2505.379370 = -303734.102237 nChanged 11 SP:Iteration 16Q (2018.049464 sec): 3 clusters Score: Raw -306247.809727 + Penalty 2505.379370 = -303742.430357 nChanged 14 SP:Iteration 17Q (2018.101394 sec): 3 clusters Score: Raw -306256.902273 + Penalty 2505.379370 = -303751.522902 nChanged 13 SP:Iteration 18Q (2018.151512 sec): 3 clusters Score: Raw -306266.319732 + Penalty 2505.379370 = -303760.940362 nChanged 12 SP:Iteration 19Q (2018.203080 sec): 3 clusters Score: Raw -306273.734959 + Penalty 2505.379370 = -303768.355588 nChanged 13 SP:Iteration 20F (2018.250684 sec): 3 clusters Score: Raw -306281.681260 + Penalty 2505.379370 = -303776.301890 nChanged 13 SP:Iteration 21Q (2018.302936 sec): 3 clusters Score: Raw -306289.232247 + Penalty 2505.379370 = -303783.852877 nChanged 18 SP:Iteration 22Q (2018.354658 sec): 3 clusters Score: Raw -306298.516084 + Penalty 2505.379370 = -303793.136713 nChanged 14 SP:Iteration 23Q (2018.399733 sec): 3 clusters Score: Raw -306305.186493 + Penalty 2505.379370 = -303799.807123 nChanged 14 SP:Iteration 24Q (2018.442970 sec): 3 clusters Score: Raw -306311.810503 + Penalty 2505.379370 = -303806.431133 nChanged 9 SP:Iteration 25Q (2018.486763 sec): 3 clusters Score: Raw -306316.524499 + Penalty 2505.379370 = -303811.145129 nChanged 8 SP:Iteration 26Q (2018.531042 sec): 3 clusters Score: Raw -306320.150023 + Penalty 2505.379370 = -303814.770652 nChanged 3 SP:Iteration 27Q (2018.576578 sec): 3 clusters Score: Raw -306322.104696 + Penalty 2505.379370 = -303816.725325 nChanged 5 SP:Iteration 28Q (2018.620984 sec): 3 clusters Score: Raw -306325.095209 + Penalty 2505.379370 = -303819.715838 nChanged 4 SP:Iteration 29Q (2018.665693 sec): 3 clusters Score: Raw -306326.998018 + Penalty 2505.379370 = -303821.618648 nChanged 8 SP:Iteration 30Q (2018.709919 sec): 3 clusters Score: Raw -306333.821030 + Penalty 2505.379370 = -303828.441660 nChanged 13 SP:Iteration 31Q (2018.764340 sec): 3 clusters Score: Raw -306343.760779 + Penalty 2505.379370 = -303838.381409 nChanged 18 SP:Iteration 32Q (2018.799634 sec): 3 clusters Score: Raw -306355.058938 + Penalty 2505.379370 = -303849.679568 nChanged 21 SP:Iteration 33Q (2018.844069 sec): 3 clusters Score: Raw -306365.035962 + Penalty 2505.379370 = -303859.656591 nChanged 13 SP:Iteration 34Q (2018.888030 sec): 3 clusters Score: Raw -306369.056482 + Penalty 2505.379370 = -303863.677112 nChanged 4 SP:Iteration 35Q (2018.933849 sec): 3 clusters Score: Raw -306370.346674 + Penalty 2505.379370 = -303864.967304 nChanged 6 SP:Iteration 36Q (2018.978033 sec): 3 clusters Score: Raw -306374.315933 + Penalty 2505.379370 = -303868.936562 nChanged 8 SP:Iteration 37Q (2019.022446 sec): 3 clusters Score: Raw -306381.270567 + Penalty 2505.379370 = -303875.891196 nChanged 21 SP:Iteration 38Q (2019.066767 sec): 3 clusters Score: Raw -306394.049240 + Penalty 2505.379370 = -303888.669869 nChanged 14 SP:Iteration 39Q (2019.110547 sec): 3 clusters Score: Raw -306400.662782 + Penalty 2505.379370 = -303895.283412 nChanged 10 SP:Iteration 40F (2019.147399 sec): 3 clusters Score: Raw -306405.129934 + Penalty 2505.379370 = -303899.750564 nChanged 15 SP:Iteration 41Q (2019.192485 sec): 3 clusters Score: Raw -306411.178714 + Penalty 2505.379370 = -303905.799344 nChanged 12 SP:Iteration 42Q (2019.238427 sec): 3 clusters Score: Raw -306419.543219 + Penalty 2505.379370 = -303914.163848 nChanged 24 SP:Iteration 43Q (2019.282566 sec): 3 clusters Score: Raw -306433.434646 + Penalty 2505.379370 = -303928.055276 nChanged 23 SP:Iteration 44Q (2019.339179 sec): 3 clusters Score: Raw -306443.643144 + Penalty 2505.379370 = -303938.263774 nChanged 18 SP:Iteration 45Q (2019.374883 sec): 3 clusters Score: Raw -306452.824589 + Penalty 2505.379370 = -303947.445219 nChanged 20 SP:Iteration 46Q (2019.421770 sec): 3 clusters Score: Raw -306463.081582 + Penalty 2505.379370 = -303957.702212 nChanged 25 SP:Iteration 47Q (2019.473726 sec): 3 clusters Score: Raw -306480.568818 + Penalty 2505.379370 = -303975.189447 nChanged 34 SP:Iteration 48Q (2019.522761 sec): 3 clusters Score: Raw -306506.714416 + Penalty 2505.379370 = -304001.335045 nChanged 42 SP:Iteration 49Q (2019.557989 sec): 3 clusters Score: Raw -306547.923816 + Penalty 2505.379370 = -304042.544446 nChanged 59 SP:Iteration 50Q (2019.609971 sec): 3 clusters Score: Raw -306599.601425 + Penalty 2505.379370 = -304094.222054 nChanged 56 SP:Iteration 51Q (2019.656246 sec): 3 clusters Score: Raw -306653.064093 + Penalty 2505.379370 = -304147.684723 nChanged 56 SP:Iteration 52Q (2019.698813 sec): 3 clusters Score: Raw -306701.728024 + Penalty 2505.379370 = -304196.348654 nChanged 57 SP:Iteration 53Q (2019.750512 sec): 3 clusters Score: Raw -306755.396868 + Penalty 2505.379370 = -304250.017498 nChanged 65 SP:Iteration 54Q (2019.801765 sec): 3 clusters Score: Raw -306814.755509 + Penalty 2505.379370 = -304309.376139 nChanged 58 SP:Iteration 55Q (2019.854258 sec): 3 clusters Score: Raw -306853.795489 + Penalty 2505.379370 = -304348.416118 nChanged 50 SP:Iteration 56Q (2019.916992 sec): 3 clusters Score: Raw -306883.644365 + Penalty 2505.379370 = -304378.264995 nChanged 37 SP:Iteration 57Q (2019.920645 sec): 3 clusters Score: Raw -306903.661732 + Penalty 2505.379370 = -304398.282362 nChanged 30 SP:Iteration 58Q (2019.936018 sec): 3 clusters Score: Raw -306921.764606 + Penalty 2505.379370 = -304416.385236 nChanged 30 SP:Iteration 59Q (2019.953435 sec): 3 clusters Score: Raw -306939.674546 + Penalty 2505.379370 = -304434.295175 nChanged 25 SP:Iteration 60F (2019.971479 sec): 3 clusters Score: Raw -306952.579425 + Penalty 2505.379370 = -304447.200055 nChanged 16 SP:Iteration 61Q (2019.989424 sec): 3 clusters Score: Raw -306962.087628 + Penalty 2505.379370 = -304456.708258 nChanged 16 SP:Iteration 62Q (2020.007300 sec): 3 clusters Score: Raw -306971.063000 + Penalty 2505.379370 = -304465.683630 nChanged 8 SP:Iteration 63Q (2020.024781 sec): 3 clusters Score: Raw -306976.014376 + Penalty 2505.379370 = -304470.635006 nChanged 11 SP:Iteration 64Q (2020.038740 sec): 3 clusters Score: Raw -306981.237582 + Penalty 2505.379370 = -304475.858212 nChanged 7 SP:Iteration 65Q (2020.088405 sec): 3 clusters Score: Raw -306983.862306 + Penalty 2505.379370 = -304478.482936 nChanged 5 SP:Iteration 66Q (2020.134376 sec): 3 clusters Score: Raw -306986.487754 + Penalty 2505.379370 = -304481.108384 nChanged 8 SP:Iteration 67Q (2020.187016 sec): 3 clusters Score: Raw -306990.052277 + Penalty 2505.379370 = -304484.672907 nChanged 6 SP:Iteration 68Q (2020.237551 sec): 3 clusters Score: Raw -306992.228049 + Penalty 2505.379370 = -304486.848679 nChanged 7 SP:Iteration 69Q (2020.283039 sec): 3 clusters Score: Raw -306994.749968 + Penalty 2505.379370 = -304489.370597 nChanged 2 SP:Iteration 70Q (2020.336938 sec): 3 clusters Score: Raw -306995.456530 + Penalty 2505.379370 = -304490.077160 nChanged 3 SP:Iteration 71Q (2020.381915 sec): 3 clusters Score: Raw -306996.842420 + Penalty 2505.379370 = -304491.463050 nChanged 2 SP:Iteration 72Q (2020.402786 sec): 3 clusters Score: Raw -306997.276826 + Penalty 2505.379370 = -304491.897455 nChanged 0 SP:Iteration 73F (2020.413967 sec): 3 clusters Score: Raw -306997.276826 + Penalty 2505.379370 = -304491.897455 nChanged 0 Trying to split cluster 22 (14969 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2020.444876 sec): 2 clusters Score: Raw -1997477.521988 + Penalty 1562.232210 = -1995915.289778 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2020.482884 sec): 3 clusters Score: Raw -1988695.324393 + Penalty 3124.464419 = -1985570.859974 nChanged 6600 SP:Iteration 1F (2020.525051 sec): 3 clusters Score: Raw -1992232.321014 + Penalty 3124.464419 = -1989107.856595 nChanged 802 SP:Iteration 2F (2020.567850 sec): 3 clusters Score: Raw -1992521.749320 + Penalty 3124.464419 = -1989397.284901 nChanged 696 SP:Iteration 3Q (2020.633076 sec): 3 clusters Score: Raw -1992780.630693 + Penalty 3124.464419 = -1989656.166274 nChanged 662 SP:Iteration 4Q (2020.674160 sec): 3 clusters Score: Raw -1993026.013102 + Penalty 3124.464419 = -1989901.548683 nChanged 579 SP:Iteration 5Q (2020.715153 sec): 3 clusters Score: Raw -1993254.395778 + Penalty 3124.464419 = -1990129.931359 nChanged 617 SP:Iteration 6Q (2020.754976 sec): 3 clusters Score: Raw -1993553.095518 + Penalty 3124.464419 = -1990428.631099 nChanged 638 SP:Iteration 7Q (2020.818386 sec): 3 clusters Score: Raw -1993966.262792 + Penalty 3124.464419 = -1990841.798373 nChanged 749 SP:Iteration 8F (2020.858369 sec): 3 clusters Score: Raw -1994538.867807 + Penalty 3124.464419 = -1991414.403387 nChanged 832 SP:Iteration 9F (2020.894447 sec): 3 clusters Score: Raw -1995149.241398 + Penalty 3124.464419 = -1992024.776978 nChanged 851 SP:Iteration 10F (2020.931465 sec): 3 clusters Score: Raw -1995690.125806 + Penalty 3124.464419 = -1992565.661387 nChanged 784 SP:Iteration 11F (2020.968038 sec): 3 clusters Score: Raw -1996144.126288 + Penalty 3124.464419 = -1993019.661869 nChanged 668 SP:Iteration 12Q (2021.003694 sec): 3 clusters Score: Raw -1996490.011260 + Penalty 3124.464419 = -1993365.546841 nChanged 520 SP:Iteration 13Q (2021.039813 sec): 3 clusters Score: Raw -1996714.125413 + Penalty 3124.464419 = -1993589.660994 nChanged 463 SP:Iteration 14Q (2021.112796 sec): 3 clusters Score: Raw -1996886.052019 + Penalty 3124.464419 = -1993761.587600 nChanged 376 SP:Iteration 15Q (2021.175750 sec): 3 clusters Score: Raw -1997010.625417 + Penalty 3124.464419 = -1993886.160997 nChanged 319 SP:Iteration 16Q (2021.239900 sec): 3 clusters Score: Raw -1997107.004503 + Penalty 3124.464419 = -1993982.540084 nChanged 280 SP:Iteration 17Q (2021.312471 sec): 3 clusters Score: Raw -1997186.404344 + Penalty 3124.464419 = -1994061.939925 nChanged 210 SP:Iteration 18Q (2021.371059 sec): 3 clusters Score: Raw -1997239.874589 + Penalty 3124.464419 = -1994115.410170 nChanged 196 SP:Iteration 19Q (2021.440210 sec): 3 clusters Score: Raw -1997286.384098 + Penalty 3124.464419 = -1994161.919679 nChanged 161 SP:Iteration 20F (2021.512062 sec): 3 clusters Score: Raw -1997329.060644 + Penalty 3124.464419 = -1994204.596224 nChanged 153 SP:Iteration 21Q (2021.582455 sec): 3 clusters Score: Raw -1997368.017004 + Penalty 3124.464419 = -1994243.552584 nChanged 162 SP:Iteration 22Q (2021.649100 sec): 3 clusters Score: Raw -1997400.119760 + Penalty 3124.464419 = -1994275.655341 nChanged 127 SP:Iteration 23Q (2021.720038 sec): 3 clusters Score: Raw -1997422.049212 + Penalty 3124.464419 = -1994297.584792 nChanged 95 SP:Iteration 24Q (2021.793247 sec): 3 clusters Score: Raw -1997439.781356 + Penalty 3124.464419 = -1994315.316937 nChanged 98 SP:Iteration 25Q (2021.847208 sec): 3 clusters Score: Raw -1997454.601943 + Penalty 3124.464419 = -1994330.137524 nChanged 72 SP:Iteration 26Q (2021.912490 sec): 3 clusters Score: Raw -1997465.729839 + Penalty 3124.464419 = -1994341.265420 nChanged 65 SP:Iteration 27Q (2021.985690 sec): 3 clusters Score: Raw -1997475.407953 + Penalty 3124.464419 = -1994350.943534 nChanged 61 SP:Iteration 28Q (2022.032273 sec): 3 clusters Score: Raw -1997485.001970 + Penalty 3124.464419 = -1994360.537550 nChanged 73 SP:Iteration 29Q (2022.100841 sec): 3 clusters Score: Raw -1997498.837395 + Penalty 3124.464419 = -1994374.372976 nChanged 77 SP:Iteration 30Q (2022.169302 sec): 3 clusters Score: Raw -1997512.104682 + Penalty 3124.464419 = -1994387.640263 nChanged 68 SP:Iteration 31Q (2022.238290 sec): 3 clusters Score: Raw -1997524.354432 + Penalty 3124.464419 = -1994399.890013 nChanged 66 SP:Iteration 32Q (2022.297493 sec): 3 clusters Score: Raw -1997535.177948 + Penalty 3124.464419 = -1994410.713528 nChanged 64 SP:Iteration 33Q (2022.357490 sec): 3 clusters Score: Raw -1997546.649868 + Penalty 3124.464419 = -1994422.185448 nChanged 70 SP:Iteration 34Q (2022.417446 sec): 3 clusters Score: Raw -1997557.328086 + Penalty 3124.464419 = -1994432.863667 nChanged 58 SP:Iteration 35Q (2022.476133 sec): 3 clusters Score: Raw -1997566.194953 + Penalty 3124.464419 = -1994441.730534 nChanged 52 SP:Iteration 36Q (2022.537210 sec): 3 clusters Score: Raw -1997575.013938 + Penalty 3124.464419 = -1994450.549519 nChanged 64 SP:Iteration 37Q (2022.608130 sec): 3 clusters Score: Raw -1997586.566987 + Penalty 3124.464419 = -1994462.102567 nChanged 62 SP:Iteration 38Q (2022.677926 sec): 3 clusters Score: Raw -1997599.158566 + Penalty 3124.464419 = -1994474.694146 nChanged 73 SP:Iteration 39Q (2022.741326 sec): 3 clusters Score: Raw -1997616.637054 + Penalty 3124.464419 = -1994492.172635 nChanged 81 SP:Iteration 40F (2022.808405 sec): 3 clusters Score: Raw -1997638.644850 + Penalty 3124.464419 = -1994514.180431 nChanged 88 SP:Iteration 41Q (2022.873860 sec): 3 clusters Score: Raw -1997665.317293 + Penalty 3124.464419 = -1994540.852874 nChanged 101 SP:Iteration 42Q (2022.928499 sec): 3 clusters Score: Raw -1997694.073713 + Penalty 3124.464419 = -1994569.609293 nChanged 100 SP:Iteration 43Q (2022.987925 sec): 3 clusters Score: Raw -1997721.054377 + Penalty 3124.464419 = -1994596.589957 nChanged 116 SP:Iteration 44Q (2023.065945 sec): 3 clusters Score: Raw -1997755.399136 + Penalty 3124.464419 = -1994630.934717 nChanged 122 SP:Iteration 45Q (2023.123410 sec): 3 clusters Score: Raw -1997795.994182 + Penalty 3124.464419 = -1994671.529763 nChanged 126 SP:Iteration 46Q (2023.198221 sec): 3 clusters Score: Raw -1997831.585492 + Penalty 3124.464419 = -1994707.121072 nChanged 121 SP:Iteration 47Q (2023.256116 sec): 3 clusters Score: Raw -1997866.872112 + Penalty 3124.464419 = -1994742.407693 nChanged 99 SP:Iteration 48Q (2023.321583 sec): 3 clusters Score: Raw -1997894.304077 + Penalty 3124.464419 = -1994769.839658 nChanged 104 SP:Iteration 49Q (2023.379760 sec): 3 clusters Score: Raw -1997919.960122 + Penalty 3124.464419 = -1994795.495703 nChanged 87 SP:Iteration 50Q (2023.452993 sec): 3 clusters Score: Raw -1997937.106260 + Penalty 3124.464419 = -1994812.641841 nChanged 73 SP:Iteration 51Q (2023.505848 sec): 3 clusters Score: Raw -1997949.704138 + Penalty 3124.464419 = -1994825.239719 nChanged 69 SP:Iteration 52Q (2023.574150 sec): 3 clusters Score: Raw -1997961.541194 + Penalty 3124.464419 = -1994837.076774 nChanged 67 SP:Iteration 53Q (2023.648818 sec): 3 clusters Score: Raw -1997974.062760 + Penalty 3124.464419 = -1994849.598340 nChanged 73 SP:Iteration 54Q (2023.706038 sec): 3 clusters Score: Raw -1997987.416696 + Penalty 3124.464419 = -1994862.952277 nChanged 74 SP:Iteration 55Q (2023.774791 sec): 3 clusters Score: Raw -1998000.759380 + Penalty 3124.464419 = -1994876.294961 nChanged 67 SP:Iteration 56Q (2023.833671 sec): 3 clusters Score: Raw -1998013.795182 + Penalty 3124.464419 = -1994889.330763 nChanged 63 SP:Iteration 57Q (2023.903404 sec): 3 clusters Score: Raw -1998025.079760 + Penalty 3124.464419 = -1994900.615341 nChanged 60 SP:Iteration 58Q (2023.985128 sec): 3 clusters Score: Raw -1998037.253876 + Penalty 3124.464419 = -1994912.789457 nChanged 81 SP:Iteration 59Q (2024.035794 sec): 3 clusters Score: Raw -1998054.158161 + Penalty 3124.464419 = -1994929.693742 nChanged 61 SP:Iteration 60F (2024.104864 sec): 3 clusters Score: Raw -1998063.342719 + Penalty 3124.464419 = -1994938.878300 nChanged 48 SP:Iteration 61Q (2024.177201 sec): 3 clusters Score: Raw -1998069.667174 + Penalty 3124.464419 = -1994945.202755 nChanged 50 SP:Iteration 62Q (2024.249150 sec): 3 clusters Score: Raw -1998076.307479 + Penalty 3124.464419 = -1994951.843059 nChanged 45 SP:Iteration 63Q (2024.318161 sec): 3 clusters Score: Raw -1998083.339581 + Penalty 3124.464419 = -1994958.875162 nChanged 52 SP:Iteration 64Q (2024.383822 sec): 3 clusters Score: Raw -1998090.525445 + Penalty 3124.464419 = -1994966.061026 nChanged 53 SP:Iteration 65Q (2024.454925 sec): 3 clusters Score: Raw -1998099.129947 + Penalty 3124.464419 = -1994974.665528 nChanged 64 SP:Iteration 66Q (2024.524311 sec): 3 clusters Score: Raw -1998109.541091 + Penalty 3124.464419 = -1994985.076671 nChanged 48 SP:Iteration 67Q (2024.594507 sec): 3 clusters Score: Raw -1998116.012543 + Penalty 3124.464419 = -1994991.548124 nChanged 47 SP:Iteration 68Q (2024.656762 sec): 3 clusters Score: Raw -1998123.084675 + Penalty 3124.464419 = -1994998.620256 nChanged 42 SP:Iteration 69Q (2024.719305 sec): 3 clusters Score: Raw -1998129.090750 + Penalty 3124.464419 = -1995004.626330 nChanged 45 SP:Iteration 70Q (2024.782089 sec): 3 clusters Score: Raw -1998135.144664 + Penalty 3124.464419 = -1995010.680245 nChanged 43 SP:Iteration 71Q (2024.840314 sec): 3 clusters Score: Raw -1998140.707063 + Penalty 3124.464419 = -1995016.242643 nChanged 50 SP:Iteration 72Q (2024.901981 sec): 3 clusters Score: Raw -1998148.651205 + Penalty 3124.464419 = -1995024.186785 nChanged 46 SP:Iteration 73Q (2024.974643 sec): 3 clusters Score: Raw -1998154.915693 + Penalty 3124.464419 = -1995030.451274 nChanged 38 SP:Iteration 74Q (2025.036840 sec): 3 clusters Score: Raw -1998160.205362 + Penalty 3124.464419 = -1995035.740942 nChanged 36 SP:Iteration 75Q (2025.093867 sec): 3 clusters Score: Raw -1998164.012072 + Penalty 3124.464419 = -1995039.547653 nChanged 28 SP:Iteration 76Q (2025.151054 sec): 3 clusters Score: Raw -1998167.282558 + Penalty 3124.464419 = -1995042.818139 nChanged 30 SP:Iteration 77Q (2025.215057 sec): 3 clusters Score: Raw -1998171.858241 + Penalty 3124.464419 = -1995047.393822 nChanged 28 SP:Iteration 78Q (2025.281682 sec): 3 clusters Score: Raw -1998175.145043 + Penalty 3124.464419 = -1995050.680623 nChanged 26 SP:Iteration 79Q (2025.345632 sec): 3 clusters Score: Raw -1998178.672018 + Penalty 3124.464419 = -1995054.207599 nChanged 23 SP:Iteration 80F (2025.411581 sec): 3 clusters Score: Raw -1998181.196191 + Penalty 3124.464419 = -1995056.731772 nChanged 22 SP:Iteration 81Q (2025.477174 sec): 3 clusters Score: Raw -1998183.818012 + Penalty 3124.464419 = -1995059.353593 nChanged 27 SP:Iteration 82Q (2025.551072 sec): 3 clusters Score: Raw -1998186.424585 + Penalty 3124.464419 = -1995061.960166 nChanged 19 SP:Iteration 83Q (2025.596618 sec): 3 clusters Score: Raw -1998188.694564 + Penalty 3124.464419 = -1995064.230145 nChanged 29 SP:Iteration 84Q (2025.661095 sec): 3 clusters Score: Raw -1998192.187204 + Penalty 3124.464419 = -1995067.722784 nChanged 37 SP:Iteration 85Q (2025.722066 sec): 3 clusters Score: Raw -1998196.782596 + Penalty 3124.464419 = -1995072.318177 nChanged 29 SP:Iteration 86Q (2025.778573 sec): 3 clusters Score: Raw -1998200.488443 + Penalty 3124.464419 = -1995076.024024 nChanged 28 SP:Iteration 87Q (2025.849415 sec): 3 clusters Score: Raw -1998203.187816 + Penalty 3124.464419 = -1995078.723396 nChanged 27 SP:Iteration 88Q (2025.909101 sec): 3 clusters Score: Raw -1998205.697572 + Penalty 3124.464419 = -1995081.233153 nChanged 26 SP:Iteration 89Q (2025.965747 sec): 3 clusters Score: Raw -1998208.522446 + Penalty 3124.464419 = -1995084.058026 nChanged 28 SP:Iteration 90Q (2026.032442 sec): 3 clusters Score: Raw -1998211.245683 + Penalty 3124.464419 = -1995086.781264 nChanged 21 SP:Iteration 91Q (2026.099131 sec): 3 clusters Score: Raw -1998213.130399 + Penalty 3124.464419 = -1995088.665980 nChanged 13 SP:Iteration 92Q (2026.165038 sec): 3 clusters Score: Raw -1998214.525618 + Penalty 3124.464419 = -1995090.061198 nChanged 19 SP:Iteration 93Q (2026.229725 sec): 3 clusters Score: Raw -1998217.312637 + Penalty 3124.464419 = -1995092.848218 nChanged 23 SP:Iteration 94Q (2026.305112 sec): 3 clusters Score: Raw -1998221.183638 + Penalty 3124.464419 = -1995096.719219 nChanged 31 SP:Iteration 95Q (2026.369373 sec): 3 clusters Score: Raw -1998226.145118 + Penalty 3124.464419 = -1995101.680698 nChanged 28 SP:Iteration 96Q (2026.417247 sec): 3 clusters Score: Raw -1998229.604481 + Penalty 3124.464419 = -1995105.140062 nChanged 26 SP:Iteration 97Q (2026.481794 sec): 3 clusters Score: Raw -1998232.590490 + Penalty 3124.464419 = -1995108.126071 nChanged 25 SP:Iteration 98Q (2026.545819 sec): 3 clusters Score: Raw -1998234.941982 + Penalty 3124.464419 = -1995110.477563 nChanged 22 SP:Iteration 99Q (2026.610805 sec): 3 clusters Score: Raw -1998237.024017 + Penalty 3124.464419 = -1995112.559598 nChanged 18 SP:Iteration 100F (2026.672164 sec): 3 clusters Score: Raw -1998238.879878 + Penalty 3124.464419 = -1995114.415459 nChanged 23 SP:Iteration 101Q (2026.734343 sec): 3 clusters Score: Raw -1998241.423790 + Penalty 3124.464419 = -1995116.959371 nChanged 20 SP:Iteration 102Q (2026.777062 sec): 3 clusters Score: Raw -1998243.777202 + Penalty 3124.464419 = -1995119.312783 nChanged 28 SP:Iteration 103Q (2026.810114 sec): 3 clusters Score: Raw -1998247.357892 + Penalty 3124.464419 = -1995122.893473 nChanged 27 SP:Iteration 104Q (2026.843349 sec): 3 clusters Score: Raw -1998250.739576 + Penalty 3124.464419 = -1995126.275156 nChanged 27 SP:Iteration 105Q (2026.876622 sec): 3 clusters Score: Raw -1998254.742196 + Penalty 3124.464419 = -1995130.277776 nChanged 28 SP:Iteration 106Q (2026.910361 sec): 3 clusters Score: Raw -1998258.609935 + Penalty 3124.464419 = -1995134.145515 nChanged 31 SP:Iteration 107Q (2026.950411 sec): 3 clusters Score: Raw -1998262.645678 + Penalty 3124.464419 = -1995138.181259 nChanged 32 SP:Iteration 108Q (2026.991493 sec): 3 clusters Score: Raw -1998267.579009 + Penalty 3124.464419 = -1995143.114590 nChanged 41 SP:Iteration 109Q (2027.041165 sec): 3 clusters Score: Raw -1998274.466500 + Penalty 3124.464419 = -1995150.002080 nChanged 40 SP:Iteration 110Q (2027.075149 sec): 3 clusters Score: Raw -1998281.130498 + Penalty 3124.464419 = -1995156.666078 nChanged 42 SP:Iteration 111Q (2027.108081 sec): 3 clusters Score: Raw -1998287.929311 + Penalty 3124.464419 = -1995163.464891 nChanged 37 SP:Iteration 112Q (2027.147277 sec): 3 clusters Score: Raw -1998294.037962 + Penalty 3124.464419 = -1995169.573543 nChanged 41 SP:Iteration 113Q (2027.182489 sec): 3 clusters Score: Raw -1998298.775982 + Penalty 3124.464419 = -1995174.311563 nChanged 29 SP:Iteration 114Q (2027.216165 sec): 3 clusters Score: Raw -1998302.512204 + Penalty 3124.464419 = -1995178.047785 nChanged 26 SP:Iteration 115Q (2027.259853 sec): 3 clusters Score: Raw -1998306.643572 + Penalty 3124.464419 = -1995182.179153 nChanged 32 SP:Iteration 116Q (2027.293220 sec): 3 clusters Score: Raw -1998311.718823 + Penalty 3124.464419 = -1995187.254404 nChanged 26 SP:Iteration 117Q (2027.333061 sec): 3 clusters Score: Raw -1998315.852744 + Penalty 3124.464419 = -1995191.388325 nChanged 31 SP:Iteration 118Q (2027.372712 sec): 3 clusters Score: Raw -1998320.626365 + Penalty 3124.464419 = -1995196.161945 nChanged 39 SP:Iteration 119Q (2027.405454 sec): 3 clusters Score: Raw -1998326.054813 + Penalty 3124.464419 = -1995201.590394 nChanged 23 SP:Iteration 120F (2027.440784 sec): 3 clusters Score: Raw -1998329.476060 + Penalty 3124.464419 = -1995205.011641 nChanged 27 SP:Iteration 121Q (2027.473592 sec): 3 clusters Score: Raw -1998332.468570 + Penalty 3124.464419 = -1995208.004151 nChanged 22 SP:Iteration 122Q (2027.513843 sec): 3 clusters Score: Raw -1998335.560159 + Penalty 3124.464419 = -1995211.095740 nChanged 23 SP:Iteration 123Q (2027.548140 sec): 3 clusters Score: Raw -1998338.749665 + Penalty 3124.464419 = -1995214.285245 nChanged 28 SP:Iteration 124Q (2027.586467 sec): 3 clusters Score: Raw -1998342.755473 + Penalty 3124.464419 = -1995218.291054 nChanged 32 SP:Iteration 125Q (2027.619569 sec): 3 clusters Score: Raw -1998347.296025 + Penalty 3124.464419 = -1995222.831606 nChanged 29 SP:Iteration 126Q (2027.652552 sec): 3 clusters Score: Raw -1998352.064202 + Penalty 3124.464419 = -1995227.599783 nChanged 38 SP:Iteration 127Q (2027.686180 sec): 3 clusters Score: Raw -1998358.835279 + Penalty 3124.464419 = -1995234.370860 nChanged 33 SP:Iteration 128Q (2027.720159 sec): 3 clusters Score: Raw -1998363.416648 + Penalty 3124.464419 = -1995238.952229 nChanged 27 SP:Iteration 129Q (2027.753218 sec): 3 clusters Score: Raw -1998366.692175 + Penalty 3124.464419 = -1995242.227756 nChanged 19 SP:Iteration 130Q (2027.786707 sec): 3 clusters Score: Raw -1998369.026720 + Penalty 3124.464419 = -1995244.562301 nChanged 22 SP:Iteration 131Q (2027.819820 sec): 3 clusters Score: Raw -1998372.462106 + Penalty 3124.464419 = -1995247.997687 nChanged 24 SP:Iteration 132Q (2027.853252 sec): 3 clusters Score: Raw -1998376.423864 + Penalty 3124.464419 = -1995251.959445 nChanged 26 SP:Iteration 133Q (2027.885685 sec): 3 clusters Score: Raw -1998380.456721 + Penalty 3124.464419 = -1995255.992302 nChanged 21 SP:Iteration 134Q (2027.922671 sec): 3 clusters Score: Raw -1998383.647751 + Penalty 3124.464419 = -1995259.183331 nChanged 17 SP:Iteration 135Q (2027.955874 sec): 3 clusters Score: Raw -1998385.940212 + Penalty 3124.464419 = -1995261.475793 nChanged 19 SP:Iteration 136Q (2027.989863 sec): 3 clusters Score: Raw -1998388.268007 + Penalty 3124.464419 = -1995263.803587 nChanged 13 SP:Iteration 137Q (2028.022696 sec): 3 clusters Score: Raw -1998389.905734 + Penalty 3124.464419 = -1995265.441315 nChanged 12 SP:Iteration 138Q (2028.081716 sec): 3 clusters Score: Raw -1998391.512530 + Penalty 3124.464419 = -1995267.048110 nChanged 20 SP:Iteration 139Q (2028.116852 sec): 3 clusters Score: Raw -1998393.451618 + Penalty 3124.464419 = -1995268.987199 nChanged 19 SP:Iteration 140F (2028.155523 sec): 3 clusters Score: Raw -1998395.632585 + Penalty 3124.464419 = -1995271.168166 nChanged 23 SP:Iteration 141Q (2028.188723 sec): 3 clusters Score: Raw -1998398.825286 + Penalty 3124.464419 = -1995274.360866 nChanged 24 SP:Iteration 142Q (2028.221664 sec): 3 clusters Score: Raw -1998402.952048 + Penalty 3124.464419 = -1995278.487628 nChanged 28 SP:Iteration 143Q (2028.254410 sec): 3 clusters Score: Raw -1998407.362454 + Penalty 3124.464419 = -1995282.898035 nChanged 25 SP:Iteration 144Q (2028.287329 sec): 3 clusters Score: Raw -1998410.826140 + Penalty 3124.464419 = -1995286.361721 nChanged 20 SP:Iteration 145Q (2028.320241 sec): 3 clusters Score: Raw -1998413.304655 + Penalty 3124.464419 = -1995288.840236 nChanged 22 SP:Iteration 146Q (2028.384562 sec): 3 clusters Score: Raw -1998416.538244 + Penalty 3124.464419 = -1995292.073825 nChanged 16 SP:Iteration 147Q (2028.422529 sec): 3 clusters Score: Raw -1998419.955865 + Penalty 3124.464419 = -1995295.491446 nChanged 14 SP:Iteration 148Q (2028.456585 sec): 3 clusters Score: Raw -1998422.322832 + Penalty 3124.464419 = -1995297.858413 nChanged 21 SP:Iteration 149Q (2028.492393 sec): 3 clusters Score: Raw -1998425.238798 + Penalty 3124.464419 = -1995300.774379 nChanged 17 SP:Iteration 150Q (2028.559528 sec): 3 clusters Score: Raw -1998427.537418 + Penalty 3124.464419 = -1995303.072999 nChanged 21 SP:Iteration 151Q (2028.624537 sec): 3 clusters Score: Raw -1998430.388001 + Penalty 3124.464419 = -1995305.923582 nChanged 19 SP:Iteration 152Q (2028.657644 sec): 3 clusters Score: Raw -1998433.452990 + Penalty 3124.464419 = -1995308.988571 nChanged 22 SP:Iteration 153Q (2028.690158 sec): 3 clusters Score: Raw -1998437.691070 + Penalty 3124.464419 = -1995313.226651 nChanged 29 SP:Iteration 154Q (2028.722391 sec): 3 clusters Score: Raw -1998442.562599 + Penalty 3124.464419 = -1995318.098180 nChanged 28 SP:Iteration 155Q (2028.754592 sec): 3 clusters Score: Raw -1998447.691883 + Penalty 3124.464419 = -1995323.227464 nChanged 31 SP:Iteration 156Q (2028.786735 sec): 3 clusters Score: Raw -1998452.830685 + Penalty 3124.464419 = -1995328.366266 nChanged 16 SP:Iteration 157Q (2028.819896 sec): 3 clusters Score: Raw -1998455.522321 + Penalty 3124.464419 = -1995331.057901 nChanged 18 SP:Iteration 158Q (2028.852479 sec): 3 clusters Score: Raw -1998458.343043 + Penalty 3124.464419 = -1995333.878624 nChanged 13 SP:Iteration 159Q (2028.884602 sec): 3 clusters Score: Raw -1998460.129003 + Penalty 3124.464419 = -1995335.664584 nChanged 10 SP:Iteration 160F (2028.922434 sec): 3 clusters Score: Raw -1998461.720984 + Penalty 3124.464419 = -1995337.256565 nChanged 11 SP:Iteration 161Q (2028.954823 sec): 3 clusters Score: Raw -1998463.136636 + Penalty 3124.464419 = -1995338.672216 nChanged 8 SP:Iteration 162Q (2028.987410 sec): 3 clusters Score: Raw -1998464.223922 + Penalty 3124.464419 = -1995339.759502 nChanged 9 SP:Iteration 163Q (2029.048713 sec): 3 clusters Score: Raw -1998465.606796 + Penalty 3124.464419 = -1995341.142377 nChanged 10 SP:Iteration 164Q (2029.081821 sec): 3 clusters Score: Raw -1998467.512132 + Penalty 3124.464419 = -1995343.047713 nChanged 14 SP:Iteration 165Q (2029.116708 sec): 3 clusters Score: Raw -1998469.942007 + Penalty 3124.464419 = -1995345.477588 nChanged 11 SP:Iteration 166Q (2029.150931 sec): 3 clusters Score: Raw -1998471.571487 + Penalty 3124.464419 = -1995347.107068 nChanged 13 SP:Iteration 167Q (2029.185717 sec): 3 clusters Score: Raw -1998473.363585 + Penalty 3124.464419 = -1995348.899166 nChanged 12 SP:Iteration 168Q (2029.221839 sec): 3 clusters Score: Raw -1998474.511899 + Penalty 3124.464419 = -1995350.047480 nChanged 12 SP:Iteration 169Q (2029.254476 sec): 3 clusters Score: Raw -1998475.959868 + Penalty 3124.464419 = -1995351.495449 nChanged 11 SP:Iteration 170Q (2029.287048 sec): 3 clusters Score: Raw -1998477.499314 + Penalty 3124.464419 = -1995353.034894 nChanged 12 SP:Iteration 171Q (2029.326695 sec): 3 clusters Score: Raw -1998479.075776 + Penalty 3124.464419 = -1995354.611357 nChanged 8 SP:Iteration 172Q (2029.402603 sec): 3 clusters Score: Raw -1998480.251156 + Penalty 3124.464419 = -1995355.786736 nChanged 8 SP:Iteration 173Q (2029.455126 sec): 3 clusters Score: Raw -1998481.248370 + Penalty 3124.464419 = -1995356.783950 nChanged 6 SP:Iteration 174Q (2029.518001 sec): 3 clusters Score: Raw -1998481.905930 + Penalty 3124.464419 = -1995357.441511 nChanged 4 SP:Iteration 175Q (2029.584018 sec): 3 clusters Score: Raw -1998482.278767 + Penalty 3124.464419 = -1995357.814347 nChanged 6 SP:Iteration 176Q (2029.652912 sec): 3 clusters Score: Raw -1998483.615222 + Penalty 3124.464419 = -1995359.150803 nChanged 11 SP:Iteration 177Q (2029.720822 sec): 3 clusters Score: Raw -1998485.233894 + Penalty 3124.464419 = -1995360.769474 nChanged 12 SP:Iteration 178Q (2029.787374 sec): 3 clusters Score: Raw -1998487.313117 + Penalty 3124.464419 = -1995362.848698 nChanged 16 SP:Iteration 179Q (2029.855395 sec): 3 clusters Score: Raw -1998489.158355 + Penalty 3124.464419 = -1995364.693936 nChanged 14 SP:Iteration 180F (2029.925444 sec): 3 clusters Score: Raw -1998491.156197 + Penalty 3124.464419 = -1995366.691778 nChanged 16 SP:Iteration 181Q (2029.989241 sec): 3 clusters Score: Raw -1998493.770051 + Penalty 3124.464419 = -1995369.305631 nChanged 16 SP:Iteration 182Q (2030.056459 sec): 3 clusters Score: Raw -1998496.784790 + Penalty 3124.464419 = -1995372.320370 nChanged 15 SP:Iteration 183Q (2030.120173 sec): 3 clusters Score: Raw -1998498.824657 + Penalty 3124.464419 = -1995374.360238 nChanged 20 SP:Iteration 184Q (2030.192757 sec): 3 clusters Score: Raw -1998501.860811 + Penalty 3124.464419 = -1995377.396392 nChanged 22 SP:Iteration 185Q (2030.254832 sec): 3 clusters Score: Raw -1998505.458583 + Penalty 3124.464419 = -1995380.994163 nChanged 21 SP:Iteration 186Q (2030.308006 sec): 3 clusters Score: Raw -1998508.396000 + Penalty 3124.464419 = -1995383.931581 nChanged 14 SP:Iteration 187Q (2030.368982 sec): 3 clusters Score: Raw -1998510.475277 + Penalty 3124.464419 = -1995386.010858 nChanged 18 SP:Iteration 188Q (2030.442439 sec): 3 clusters Score: Raw -1998513.226610 + Penalty 3124.464419 = -1995388.762191 nChanged 19 SP:Iteration 189Q (2030.495472 sec): 3 clusters Score: Raw -1998516.575417 + Penalty 3124.464419 = -1995392.110997 nChanged 14 SP:Iteration 190Q (2030.559970 sec): 3 clusters Score: Raw -1998518.677186 + Penalty 3124.464419 = -1995394.212767 nChanged 10 SP:Iteration 191Q (2030.632752 sec): 3 clusters Score: Raw -1998519.613743 + Penalty 3124.464419 = -1995395.149323 nChanged 4 SP:Iteration 192Q (2030.686312 sec): 3 clusters Score: Raw -1998520.097730 + Penalty 3124.464419 = -1995395.633311 nChanged 5 SP:Iteration 193Q (2030.749332 sec): 3 clusters Score: Raw -1998520.939279 + Penalty 3124.464419 = -1995396.474859 nChanged 3 SP:Iteration 194Q (2030.804271 sec): 3 clusters Score: Raw -1998521.465318 + Penalty 3124.464419 = -1995397.000899 nChanged 4 SP:Iteration 195Q (2030.868088 sec): 3 clusters Score: Raw -1998521.995610 + Penalty 3124.464419 = -1995397.531191 nChanged 4 SP:Iteration 196Q (2030.932187 sec): 3 clusters Score: Raw -1998522.431763 + Penalty 3124.464419 = -1995397.967343 nChanged 1 SP:Iteration 197Q (2030.996157 sec): 3 clusters Score: Raw -1998522.451239 + Penalty 3124.464419 = -1995397.986820 nChanged 0 SP:Iteration 198F (2031.062059 sec): 3 clusters Score: Raw -1998522.451239 + Penalty 3124.464419 = -1995397.986820 nChanged 0 Trying to split cluster 23 (109603 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2031.210647 sec): 2 clusters Score: Raw -14831364.468834 + Penalty 1885.750754 = -14829478.718080 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2031.425168 sec): 3 clusters Score: Raw -14759952.570098 + Penalty 3771.501508 = -14756181.068590 nChanged 52334 SP:Iteration 1F (2031.635753 sec): 3 clusters Score: Raw -14790834.920505 + Penalty 3771.501508 = -14787063.418997 nChanged 3808 SP:Iteration 2Q (2031.858719 sec): 3 clusters Score: Raw -14791902.252716 + Penalty 3771.501508 = -14788130.751207 nChanged 4002 SP:Iteration 3Q (2032.071975 sec): 3 clusters Score: Raw -14793136.098604 + Penalty 3771.501508 = -14789364.597096 nChanged 4291 SP:Iteration 4Q (2032.294808 sec): 3 clusters Score: Raw -14794624.284268 + Penalty 3771.501508 = -14790852.782760 nChanged 4681 SP:Iteration 5Q (2032.517699 sec): 3 clusters Score: Raw -14796495.961228 + Penalty 3771.501508 = -14792724.459720 nChanged 5221 SP:Iteration 6Q (2032.739819 sec): 3 clusters Score: Raw -14799099.862109 + Penalty 3771.501508 = -14795328.360601 nChanged 5922 SP:Iteration 7F (2032.950134 sec): 3 clusters Score: Raw -14802709.651797 + Penalty 3771.501508 = -14798938.150288 nChanged 6520 SP:Iteration 8F (2033.160416 sec): 3 clusters Score: Raw -14807298.697699 + Penalty 3771.501508 = -14803527.196191 nChanged 6354 SP:Iteration 9F (2033.365472 sec): 3 clusters Score: Raw -14811413.260733 + Penalty 3771.501508 = -14807641.759225 nChanged 5178 SP:Iteration 10Q (2033.572334 sec): 3 clusters Score: Raw -14813763.463379 + Penalty 3771.501508 = -14809991.961871 nChanged 3415 SP:Iteration 11Q (2033.752325 sec): 3 clusters Score: Raw -14814721.019300 + Penalty 3771.501508 = -14810949.517791 nChanged 2081 SP:Iteration 12Q (2033.943373 sec): 3 clusters Score: Raw -14815171.292373 + Penalty 3771.501508 = -14811399.790865 nChanged 1432 SP:Iteration 13Q (2034.121082 sec): 3 clusters Score: Raw -14815493.357803 + Penalty 3771.501508 = -14811721.856295 nChanged 1328 SP:Iteration 14Q (2034.317375 sec): 3 clusters Score: Raw -14815808.040683 + Penalty 3771.501508 = -14812036.539175 nChanged 1338 SP:Iteration 15Q (2034.498160 sec): 3 clusters Score: Raw -14816116.318298 + Penalty 3771.501508 = -14812344.816790 nChanged 1327 SP:Iteration 16Q (2034.684312 sec): 3 clusters Score: Raw -14816428.438215 + Penalty 3771.501508 = -14812656.936707 nChanged 1359 SP:Iteration 17Q (2034.877706 sec): 3 clusters Score: Raw -14816750.982515 + Penalty 3771.501508 = -14812979.481007 nChanged 1381 SP:Iteration 18Q (2035.059840 sec): 3 clusters Score: Raw -14817072.383338 + Penalty 3771.501508 = -14813300.881829 nChanged 1357 SP:Iteration 19Q (2035.244550 sec): 3 clusters Score: Raw -14817393.470141 + Penalty 3771.501508 = -14813621.968633 nChanged 1392 SP:Iteration 20F (2035.422774 sec): 3 clusters Score: Raw -14817726.083558 + Penalty 3771.501508 = -14813954.582050 nChanged 1398 SP:Iteration 21Q (2035.610648 sec): 3 clusters Score: Raw -14818054.561434 + Penalty 3771.501508 = -14814283.059926 nChanged 1358 SP:Iteration 22Q (2035.814717 sec): 3 clusters Score: Raw -14818362.258590 + Penalty 3771.501508 = -14814590.757082 nChanged 1255 SP:Iteration 23Q (2036.013866 sec): 3 clusters Score: Raw -14818626.322261 + Penalty 3771.501508 = -14814854.820752 nChanged 1169 SP:Iteration 24Q (2036.218198 sec): 3 clusters Score: Raw -14818853.573083 + Penalty 3771.501508 = -14815082.071575 nChanged 1099 SP:Iteration 25Q (2036.427329 sec): 3 clusters Score: Raw -14819055.258209 + Penalty 3771.501508 = -14815283.756701 nChanged 1047 SP:Iteration 26Q (2036.635434 sec): 3 clusters Score: Raw -14819241.311999 + Penalty 3771.501508 = -14815469.810491 nChanged 1036 SP:Iteration 27Q (2036.841539 sec): 3 clusters Score: Raw -14819412.537470 + Penalty 3771.501508 = -14815641.035962 nChanged 978 SP:Iteration 28Q (2037.052003 sec): 3 clusters Score: Raw -14819581.092491 + Penalty 3771.501508 = -14815809.590983 nChanged 920 SP:Iteration 29Q (2037.259162 sec): 3 clusters Score: Raw -14819721.110520 + Penalty 3771.501508 = -14815949.609011 nChanged 890 SP:Iteration 30Q (2037.473238 sec): 3 clusters Score: Raw -14819851.963133 + Penalty 3771.501508 = -14816080.461625 nChanged 840 SP:Iteration 31Q (2037.683484 sec): 3 clusters Score: Raw -14819975.612867 + Penalty 3771.501508 = -14816204.111359 nChanged 805 SP:Iteration 32Q (2037.899373 sec): 3 clusters Score: Raw -14820086.923805 + Penalty 3771.501508 = -14816315.422297 nChanged 758 SP:Iteration 33Q (2038.112825 sec): 3 clusters Score: Raw -14820185.046333 + Penalty 3771.501508 = -14816413.544825 nChanged 645 SP:Iteration 34Q (2038.326678 sec): 3 clusters Score: Raw -14820256.315242 + Penalty 3771.501508 = -14816484.813734 nChanged 634 SP:Iteration 35Q (2038.525704 sec): 3 clusters Score: Raw -14820323.789135 + Penalty 3771.501508 = -14816552.287627 nChanged 575 SP:Iteration 36Q (2038.738168 sec): 3 clusters Score: Raw -14820386.373501 + Penalty 3771.501508 = -14816614.871993 nChanged 566 SP:Iteration 37Q (2038.941306 sec): 3 clusters Score: Raw -14820445.141403 + Penalty 3771.501508 = -14816673.639894 nChanged 543 SP:Iteration 38Q (2039.146958 sec): 3 clusters Score: Raw -14820501.539448 + Penalty 3771.501508 = -14816730.037940 nChanged 536 SP:Iteration 39Q (2039.344812 sec): 3 clusters Score: Raw -14820557.330422 + Penalty 3771.501508 = -14816785.828913 nChanged 504 SP:Iteration 40F (2039.527656 sec): 3 clusters Score: Raw -14820607.806906 + Penalty 3771.501508 = -14816836.305398 nChanged 496 SP:Iteration 41Q (2039.714223 sec): 3 clusters Score: Raw -14820653.098416 + Penalty 3771.501508 = -14816881.596908 nChanged 483 SP:Iteration 42Q (2039.893580 sec): 3 clusters Score: Raw -14820697.944425 + Penalty 3771.501508 = -14816926.442917 nChanged 490 SP:Iteration 43Q (2040.074312 sec): 3 clusters Score: Raw -14820744.152599 + Penalty 3771.501508 = -14816972.651091 nChanged 476 SP:Iteration 44Q (2040.253096 sec): 3 clusters Score: Raw -14820789.074248 + Penalty 3771.501508 = -14817017.572740 nChanged 472 SP:Iteration 45Q (2040.479239 sec): 3 clusters Score: Raw -14820833.518825 + Penalty 3771.501508 = -14817062.017317 nChanged 507 SP:Iteration 46Q (2040.703782 sec): 3 clusters Score: Raw -14820883.978575 + Penalty 3771.501508 = -14817112.477067 nChanged 521 SP:Iteration 47Q (2040.913872 sec): 3 clusters Score: Raw -14820939.799383 + Penalty 3771.501508 = -14817168.297875 nChanged 552 SP:Iteration 48Q (2041.128310 sec): 3 clusters Score: Raw -14820999.137518 + Penalty 3771.501508 = -14817227.636009 nChanged 575 SP:Iteration 49Q (2041.341661 sec): 3 clusters Score: Raw -14821062.004698 + Penalty 3771.501508 = -14817290.503190 nChanged 621 SP:Iteration 50Q (2041.545457 sec): 3 clusters Score: Raw -14821132.409449 + Penalty 3771.501508 = -14817360.907940 nChanged 647 SP:Iteration 51Q (2041.759666 sec): 3 clusters Score: Raw -14821206.578328 + Penalty 3771.501508 = -14817435.076820 nChanged 657 SP:Iteration 52Q (2041.970688 sec): 3 clusters Score: Raw -14821278.405941 + Penalty 3771.501508 = -14817506.904433 nChanged 675 SP:Iteration 53Q (2042.183021 sec): 3 clusters Score: Raw -14821352.273334 + Penalty 3771.501508 = -14817580.771825 nChanged 694 SP:Iteration 54Q (2042.390528 sec): 3 clusters Score: Raw -14821435.655493 + Penalty 3771.501508 = -14817664.153985 nChanged 737 SP:Iteration 55Q (2042.603665 sec): 3 clusters Score: Raw -14821527.028511 + Penalty 3771.501508 = -14817755.527003 nChanged 785 SP:Iteration 56Q (2042.815584 sec): 3 clusters Score: Raw -14821625.183578 + Penalty 3771.501508 = -14817853.682069 nChanged 794 SP:Iteration 57Q (2043.019636 sec): 3 clusters Score: Raw -14821725.401317 + Penalty 3771.501508 = -14817953.899809 nChanged 805 SP:Iteration 58Q (2043.229544 sec): 3 clusters Score: Raw -14821832.936141 + Penalty 3771.501508 = -14818061.434633 nChanged 859 SP:Iteration 59Q (2043.438681 sec): 3 clusters Score: Raw -14821958.818044 + Penalty 3771.501508 = -14818187.316535 nChanged 933 SP:Iteration 60F (2043.648624 sec): 3 clusters Score: Raw -14822103.970671 + Penalty 3771.501508 = -14818332.469163 nChanged 946 SP:Iteration 61Q (2043.859620 sec): 3 clusters Score: Raw -14822253.877246 + Penalty 3771.501508 = -14818482.375738 nChanged 1006 SP:Iteration 62Q (2044.069555 sec): 3 clusters Score: Raw -14822420.487679 + Penalty 3771.501508 = -14818648.986171 nChanged 1045 SP:Iteration 63Q (2044.279932 sec): 3 clusters Score: Raw -14822596.109525 + Penalty 3771.501508 = -14818824.608017 nChanged 1073 SP:Iteration 64Q (2044.453404 sec): 3 clusters Score: Raw -14822782.993370 + Penalty 3771.501508 = -14819011.491861 nChanged 1123 SP:Iteration 65Q (2044.650494 sec): 3 clusters Score: Raw -14822990.515260 + Penalty 3771.501508 = -14819219.013752 nChanged 1125 SP:Iteration 66Q (2044.824141 sec): 3 clusters Score: Raw -14823215.082849 + Penalty 3771.501508 = -14819443.581341 nChanged 1222 SP:Iteration 67Q (2044.996433 sec): 3 clusters Score: Raw -14823484.981504 + Penalty 3771.501508 = -14819713.479995 nChanged 1281 SP:Iteration 68Q (2045.167463 sec): 3 clusters Score: Raw -14823789.215417 + Penalty 3771.501508 = -14820017.713908 nChanged 1290 SP:Iteration 69Q (2045.337419 sec): 3 clusters Score: Raw -14824103.991694 + Penalty 3771.501508 = -14820332.490186 nChanged 1333 SP:Iteration 70Q (2045.513726 sec): 3 clusters Score: Raw -14824442.141229 + Penalty 3771.501508 = -14820670.639721 nChanged 1345 SP:Iteration 71Q (2045.701547 sec): 3 clusters Score: Raw -14824799.137360 + Penalty 3771.501508 = -14821027.635852 nChanged 1362 SP:Iteration 72Q (2045.868635 sec): 3 clusters Score: Raw -14825174.139571 + Penalty 3771.501508 = -14821402.638062 nChanged 1338 SP:Iteration 73Q (2046.042859 sec): 3 clusters Score: Raw -14825543.844326 + Penalty 3771.501508 = -14821772.342818 nChanged 1307 SP:Iteration 74Q (2046.242814 sec): 3 clusters Score: Raw -14825912.847615 + Penalty 3771.501508 = -14822141.346106 nChanged 1213 SP:Iteration 75Q (2046.438601 sec): 3 clusters Score: Raw -14826246.409258 + Penalty 3771.501508 = -14822474.907750 nChanged 1183 SP:Iteration 76Q (2046.627265 sec): 3 clusters Score: Raw -14826571.709119 + Penalty 3771.501508 = -14822800.207610 nChanged 1135 SP:Iteration 77Q (2046.813283 sec): 3 clusters Score: Raw -14826890.025318 + Penalty 3771.501508 = -14823118.523810 nChanged 1101 SP:Iteration 78Q (2046.996107 sec): 3 clusters Score: Raw -14827214.132436 + Penalty 3771.501508 = -14823442.630928 nChanged 1146 SP:Iteration 79Q (2047.177807 sec): 3 clusters Score: Raw -14827577.858623 + Penalty 3771.501508 = -14823806.357115 nChanged 1124 SP:Iteration 80F (2047.378690 sec): 3 clusters Score: Raw -14827947.492606 + Penalty 3771.501508 = -14824175.991098 nChanged 1041 SP:Iteration 81Q (2047.564945 sec): 3 clusters Score: Raw -14828295.768322 + Penalty 3771.501508 = -14824524.266813 nChanged 986 SP:Iteration 82Q (2047.757505 sec): 3 clusters Score: Raw -14828633.896478 + Penalty 3771.501508 = -14824862.394970 nChanged 890 SP:Iteration 83Q (2047.949426 sec): 3 clusters Score: Raw -14828942.671242 + Penalty 3771.501508 = -14825171.169733 nChanged 830 SP:Iteration 84Q (2048.129871 sec): 3 clusters Score: Raw -14829221.404927 + Penalty 3771.501508 = -14825449.903419 nChanged 770 SP:Iteration 85Q (2048.308828 sec): 3 clusters Score: Raw -14829481.591224 + Penalty 3771.501508 = -14825710.089715 nChanged 711 SP:Iteration 86Q (2048.487369 sec): 3 clusters Score: Raw -14829740.716787 + Penalty 3771.501508 = -14825969.215279 nChanged 736 SP:Iteration 87Q (2048.674575 sec): 3 clusters Score: Raw -14830018.724779 + Penalty 3771.501508 = -14826247.223271 nChanged 685 SP:Iteration 88Q (2048.857831 sec): 3 clusters Score: Raw -14830277.678232 + Penalty 3771.501508 = -14826506.176724 nChanged 562 SP:Iteration 89Q (2049.043422 sec): 3 clusters Score: Raw -14830485.039342 + Penalty 3771.501508 = -14826713.537833 nChanged 519 SP:Iteration 90Q (2049.208094 sec): 3 clusters Score: Raw -14830673.553377 + Penalty 3771.501508 = -14826902.051869 nChanged 466 SP:Iteration 91Q (2049.392557 sec): 3 clusters Score: Raw -14830833.632373 + Penalty 3771.501508 = -14827062.130865 nChanged 420 SP:Iteration 92Q (2049.573773 sec): 3 clusters Score: Raw -14830987.184779 + Penalty 3771.501508 = -14827215.683270 nChanged 370 SP:Iteration 93Q (2049.749369 sec): 3 clusters Score: Raw -14831114.020421 + Penalty 3771.501508 = -14827342.518913 nChanged 327 SP:Iteration 94Q (2049.896246 sec): 3 clusters Score: Raw -14831219.317051 + Penalty 3771.501508 = -14827447.815543 nChanged 269 SP:Iteration 95Q (2050.042077 sec): 3 clusters Score: Raw -14831297.437739 + Penalty 3771.501508 = -14827525.936230 nChanged 219 SP:Iteration 96Q (2050.186844 sec): 3 clusters Score: Raw -14831364.847014 + Penalty 3771.501508 = -14827593.345506 nChanged 184 SP:Iteration 97Q (2050.330907 sec): 3 clusters Score: Raw -14831424.936786 + Penalty 3771.501508 = -14827653.435278 nChanged 170 SP:Iteration 98Q (2050.473345 sec): 3 clusters Score: Raw -14831473.147906 + Penalty 3771.501508 = -14827701.646397 nChanged 149 SP:Iteration 99Q (2050.642808 sec): 3 clusters Score: Raw -14831516.668458 + Penalty 3771.501508 = -14827745.166949 nChanged 149 SP:Iteration 100F (2050.819357 sec): 3 clusters Score: Raw -14831562.611551 + Penalty 3771.501508 = -14827791.110043 nChanged 115 SP:Iteration 101Q (2050.964423 sec): 3 clusters Score: Raw -14831602.125274 + Penalty 3771.501508 = -14827830.623765 nChanged 104 SP:Iteration 102Q (2051.109168 sec): 3 clusters Score: Raw -14831637.017071 + Penalty 3771.501508 = -14827865.515562 nChanged 103 SP:Iteration 103Q (2051.252193 sec): 3 clusters Score: Raw -14831668.160702 + Penalty 3771.501508 = -14827896.659193 nChanged 93 SP:Iteration 104Q (2051.394367 sec): 3 clusters Score: Raw -14831692.022879 + Penalty 3771.501508 = -14827920.521371 nChanged 76 SP:Iteration 105Q (2051.578741 sec): 3 clusters Score: Raw -14831715.012500 + Penalty 3771.501508 = -14827943.510992 nChanged 82 SP:Iteration 106Q (2051.767738 sec): 3 clusters Score: Raw -14831738.932731 + Penalty 3771.501508 = -14827967.431223 nChanged 64 SP:Iteration 107Q (2051.945184 sec): 3 clusters Score: Raw -14831760.953870 + Penalty 3771.501508 = -14827989.452362 nChanged 59 SP:Iteration 108Q (2052.122438 sec): 3 clusters Score: Raw -14831780.908072 + Penalty 3771.501508 = -14828009.406564 nChanged 57 SP:Iteration 109Q (2052.299324 sec): 3 clusters Score: Raw -14831799.569006 + Penalty 3771.501508 = -14828028.067498 nChanged 46 SP:Iteration 110Q (2052.476017 sec): 3 clusters Score: Raw -14831814.457243 + Penalty 3771.501508 = -14828042.955735 nChanged 48 SP:Iteration 111Q (2052.653096 sec): 3 clusters Score: Raw -14831830.143361 + Penalty 3771.501508 = -14828058.641852 nChanged 46 SP:Iteration 112Q (2052.828284 sec): 3 clusters Score: Raw -14831845.942131 + Penalty 3771.501508 = -14828074.440623 nChanged 39 SP:Iteration 113Q (2052.995595 sec): 3 clusters Score: Raw -14831857.798522 + Penalty 3771.501508 = -14828086.297014 nChanged 32 SP:Iteration 114Q (2053.168970 sec): 3 clusters Score: Raw -14831867.346582 + Penalty 3771.501508 = -14828095.845074 nChanged 30 SP:Iteration 115Q (2053.345539 sec): 3 clusters Score: Raw -14831878.729196 + Penalty 3771.501508 = -14828107.227688 nChanged 36 SP:Iteration 116Q (2053.511219 sec): 3 clusters Score: Raw -14831892.912295 + Penalty 3771.501508 = -14828121.410787 nChanged 26 SP:Iteration 117Q (2053.684176 sec): 3 clusters Score: Raw -14831899.844481 + Penalty 3771.501508 = -14828128.342973 nChanged 20 SP:Iteration 118Q (2053.860059 sec): 3 clusters Score: Raw -14831904.749633 + Penalty 3771.501508 = -14828133.248125 nChanged 13 SP:Iteration 119Q (2054.035179 sec): 3 clusters Score: Raw -14831907.671157 + Penalty 3771.501508 = -14828136.169648 nChanged 9 SP:Iteration 120F (2054.243259 sec): 3 clusters Score: Raw -14831909.702705 + Penalty 3771.501508 = -14828138.201197 nChanged 6 SP:Iteration 121Q (2054.419298 sec): 3 clusters Score: Raw -14831910.783901 + Penalty 3771.501508 = -14828139.282393 nChanged 7 SP:Iteration 122Q (2054.595872 sec): 3 clusters Score: Raw -14831912.457579 + Penalty 3771.501508 = -14828140.956071 nChanged 4 SP:Iteration 123Q (2054.754025 sec): 3 clusters Score: Raw -14831913.617851 + Penalty 3771.501508 = -14828142.116343 nChanged 3 SP:Iteration 124Q (2054.912627 sec): 3 clusters Score: Raw -14831914.787090 + Penalty 3771.501508 = -14828143.285582 nChanged 7 SP:Iteration 125Q (2055.082058 sec): 3 clusters Score: Raw -14831915.907341 + Penalty 3771.501508 = -14828144.405833 nChanged 4 SP:Iteration 126Q (2055.227168 sec): 3 clusters Score: Raw -14831916.460489 + Penalty 3771.501508 = -14828144.958980 nChanged 0 SP:Iteration 127F (2055.399313 sec): 3 clusters Score: Raw -14831916.460489 + Penalty 3771.501508 = -14828144.958980 nChanged 0 Trying to split cluster 24 (933 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2055.408963 sec): 2 clusters Score: Raw -115891.444131 + Penalty 1111.240845 = -114780.203286 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2055.414412 sec): 3 clusters Score: Raw -115664.584895 + Penalty 2222.481690 = -113442.103205 nChanged 276 SP:Iteration 1F (2055.423124 sec): 3 clusters Score: Raw -115983.235315 + Penalty 2222.481690 = -113760.753624 nChanged 93 SP:Iteration 2F (2055.428196 sec): 3 clusters Score: Raw -116286.038035 + Penalty 2222.481690 = -114063.556344 nChanged 97 SP:Iteration 3F (2055.440198 sec): 3 clusters Score: Raw -116619.471789 + Penalty 2222.481690 = -114396.990098 nChanged 72 SP:Iteration 4F (2055.445275 sec): 3 clusters Score: Raw -116776.970456 + Penalty 2222.481690 = -114554.488766 nChanged 34 SP:Iteration 5Q (2055.450248 sec): 3 clusters Score: Raw -116825.615979 + Penalty 2222.481690 = -114603.134289 nChanged 11 SP:Iteration 6Q (2055.458365 sec): 3 clusters Score: Raw -116837.808493 + Penalty 2222.481690 = -114615.326802 nChanged 7 SP:Iteration 7Q (2055.463275 sec): 3 clusters Score: Raw -116853.372036 + Penalty 2222.481690 = -114630.890346 nChanged 8 SP:Iteration 8Q (2055.468183 sec): 3 clusters Score: Raw -116866.259621 + Penalty 2222.481690 = -114643.777931 nChanged 5 SP:Iteration 9Q (2055.476664 sec): 3 clusters Score: Raw -116871.692613 + Penalty 2222.481690 = -114649.210923 nChanged 1 SP:Iteration 10Q (2055.481542 sec): 3 clusters Score: Raw -116873.481728 + Penalty 2222.481690 = -114651.000037 nChanged 1 SP:Iteration 11Q (2055.486446 sec): 3 clusters Score: Raw -116875.499747 + Penalty 2222.481690 = -114653.018057 nChanged 1 SP:Iteration 12Q (2055.494338 sec): 3 clusters Score: Raw -116876.769635 + Penalty 2222.481690 = -114654.287945 nChanged 0 SP:Iteration 13F (2055.499358 sec): 3 clusters Score: Raw -116876.769635 + Penalty 2222.481690 = -114654.287945 nChanged 0 Trying to split cluster 25 (31190 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2055.549660 sec): 2 clusters Score: Raw -4107217.417340 + Penalty 1681.526082 = -4105535.891258 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2055.618517 sec): 3 clusters Score: Raw -4087985.012314 + Penalty 3363.052163 = -4084621.960151 nChanged 14366 SP:Iteration 1F (2055.682423 sec): 3 clusters Score: Raw -4096303.933032 + Penalty 3363.052163 = -4092940.880869 nChanged 1628 SP:Iteration 2F (2055.751920 sec): 3 clusters Score: Raw -4096961.843573 + Penalty 3363.052163 = -4093598.791410 nChanged 1634 SP:Iteration 3F (2055.822897 sec): 3 clusters Score: Raw -4097728.594129 + Penalty 3363.052163 = -4094365.541966 nChanged 1735 SP:Iteration 4F (2055.886550 sec): 3 clusters Score: Raw -4098697.428258 + Penalty 3363.052163 = -4095334.376094 nChanged 1816 SP:Iteration 5F (2055.986125 sec): 3 clusters Score: Raw -4099890.131986 + Penalty 3363.052163 = -4096527.079823 nChanged 1856 SP:Iteration 6F (2056.087823 sec): 3 clusters Score: Raw -4101282.090906 + Penalty 3363.052163 = -4097919.038743 nChanged 1768 SP:Iteration 7F (2056.178419 sec): 3 clusters Score: Raw -4102741.165491 + Penalty 3363.052163 = -4099378.113328 nChanged 1609 SP:Iteration 8F (2056.269422 sec): 3 clusters Score: Raw -4103902.990788 + Penalty 3363.052163 = -4100539.938625 nChanged 1289 SP:Iteration 9Q (2056.367875 sec): 3 clusters Score: Raw -4104663.469111 + Penalty 3363.052163 = -4101300.416948 nChanged 939 SP:Iteration 10Q (2056.466577 sec): 3 clusters Score: Raw -4105116.549912 + Penalty 3363.052163 = -4101753.497749 nChanged 711 SP:Iteration 11Q (2056.548380 sec): 3 clusters Score: Raw -4105430.614907 + Penalty 3363.052163 = -4102067.562744 nChanged 556 SP:Iteration 12Q (2056.635993 sec): 3 clusters Score: Raw -4105657.066814 + Penalty 3363.052163 = -4102294.014650 nChanged 444 SP:Iteration 13Q (2056.733144 sec): 3 clusters Score: Raw -4105847.424577 + Penalty 3363.052163 = -4102484.372414 nChanged 426 SP:Iteration 14Q (2056.818793 sec): 3 clusters Score: Raw -4106055.254846 + Penalty 3363.052163 = -4102692.202683 nChanged 419 SP:Iteration 15Q (2056.913651 sec): 3 clusters Score: Raw -4106294.678509 + Penalty 3363.052163 = -4102931.626346 nChanged 432 SP:Iteration 16Q (2057.000000 sec): 3 clusters Score: Raw -4106587.647285 + Penalty 3363.052163 = -4103224.595122 nChanged 484 SP:Iteration 17Q (2057.092418 sec): 3 clusters Score: Raw -4106980.193720 + Penalty 3363.052163 = -4103617.141557 nChanged 462 SP:Iteration 18Q (2057.147805 sec): 3 clusters Score: Raw -4107325.873528 + Penalty 3363.052163 = -4103962.821364 nChanged 408 SP:Iteration 19Q (2057.206245 sec): 3 clusters Score: Raw -4107554.920895 + Penalty 3363.052163 = -4104191.868732 nChanged 336 SP:Iteration 20F (2057.297638 sec): 3 clusters Score: Raw -4107723.064112 + Penalty 3363.052163 = -4104360.011949 nChanged 278 SP:Iteration 21Q (2057.390541 sec): 3 clusters Score: Raw -4107824.736248 + Penalty 3363.052163 = -4104461.684085 nChanged 200 SP:Iteration 22Q (2057.469973 sec): 3 clusters Score: Raw -4107879.907576 + Penalty 3363.052163 = -4104516.855413 nChanged 148 SP:Iteration 23Q (2057.568106 sec): 3 clusters Score: Raw -4107915.679447 + Penalty 3363.052163 = -4104552.627284 nChanged 104 SP:Iteration 24Q (2057.651284 sec): 3 clusters Score: Raw -4107936.279155 + Penalty 3363.052163 = -4104573.226992 nChanged 81 SP:Iteration 25Q (2057.737303 sec): 3 clusters Score: Raw -4107948.216625 + Penalty 3363.052163 = -4104585.164462 nChanged 58 SP:Iteration 26Q (2057.821405 sec): 3 clusters Score: Raw -4107956.874595 + Penalty 3363.052163 = -4104593.822432 nChanged 50 SP:Iteration 27Q (2057.903310 sec): 3 clusters Score: Raw -4107963.466615 + Penalty 3363.052163 = -4104600.414451 nChanged 43 SP:Iteration 28Q (2057.984523 sec): 3 clusters Score: Raw -4107968.285120 + Penalty 3363.052163 = -4104605.232957 nChanged 43 SP:Iteration 29Q (2058.071408 sec): 3 clusters Score: Raw -4107973.207721 + Penalty 3363.052163 = -4104610.155558 nChanged 38 SP:Iteration 30Q (2058.146320 sec): 3 clusters Score: Raw -4107977.371419 + Penalty 3363.052163 = -4104614.319256 nChanged 38 SP:Iteration 31Q (2058.239708 sec): 3 clusters Score: Raw -4107980.651686 + Penalty 3363.052163 = -4104617.599523 nChanged 23 SP:Iteration 32Q (2058.321658 sec): 3 clusters Score: Raw -4107982.437354 + Penalty 3363.052163 = -4104619.385190 nChanged 20 SP:Iteration 33Q (2058.405020 sec): 3 clusters Score: Raw -4107984.056712 + Penalty 3363.052163 = -4104621.004549 nChanged 17 SP:Iteration 34Q (2058.498962 sec): 3 clusters Score: Raw -4107985.520457 + Penalty 3363.052163 = -4104622.468294 nChanged 15 SP:Iteration 35Q (2058.583185 sec): 3 clusters Score: Raw -4107986.901516 + Penalty 3363.052163 = -4104623.849353 nChanged 17 SP:Iteration 36Q (2058.673415 sec): 3 clusters Score: Raw -4107988.376757 + Penalty 3363.052163 = -4104625.324594 nChanged 17 SP:Iteration 37Q (2058.756775 sec): 3 clusters Score: Raw -4107989.438739 + Penalty 3363.052163 = -4104626.386576 nChanged 13 SP:Iteration 38Q (2058.840309 sec): 3 clusters Score: Raw -4107990.492676 + Penalty 3363.052163 = -4104627.440513 nChanged 13 SP:Iteration 39Q (2058.920054 sec): 3 clusters Score: Raw -4107991.646270 + Penalty 3363.052163 = -4104628.594107 nChanged 12 SP:Iteration 40F (2059.021482 sec): 3 clusters Score: Raw -4107992.464267 + Penalty 3363.052163 = -4104629.412104 nChanged 13 SP:Iteration 41Q (2059.116207 sec): 3 clusters Score: Raw -4107993.622245 + Penalty 3363.052163 = -4104630.570082 nChanged 15 SP:Iteration 42Q (2059.203136 sec): 3 clusters Score: Raw -4107994.832663 + Penalty 3363.052163 = -4104631.780500 nChanged 13 SP:Iteration 43Q (2059.281069 sec): 3 clusters Score: Raw -4107995.868061 + Penalty 3363.052163 = -4104632.815898 nChanged 8 SP:Iteration 44Q (2059.365751 sec): 3 clusters Score: Raw -4107996.562056 + Penalty 3363.052163 = -4104633.509893 nChanged 12 SP:Iteration 45Q (2059.456089 sec): 3 clusters Score: Raw -4107997.857753 + Penalty 3363.052163 = -4104634.805590 nChanged 15 SP:Iteration 46Q (2059.550305 sec): 3 clusters Score: Raw -4107999.242138 + Penalty 3363.052163 = -4104636.189975 nChanged 15 SP:Iteration 47Q (2059.644652 sec): 3 clusters Score: Raw -4108000.284917 + Penalty 3363.052163 = -4104637.232754 nChanged 11 SP:Iteration 48Q (2059.737293 sec): 3 clusters Score: Raw -4108000.853685 + Penalty 3363.052163 = -4104637.801521 nChanged 7 SP:Iteration 49Q (2059.830568 sec): 3 clusters Score: Raw -4108001.668522 + Penalty 3363.052163 = -4104638.616359 nChanged 8 SP:Iteration 50Q (2059.923961 sec): 3 clusters Score: Raw -4108002.149867 + Penalty 3363.052163 = -4104639.097704 nChanged 5 SP:Iteration 51Q (2060.017826 sec): 3 clusters Score: Raw -4108002.466037 + Penalty 3363.052163 = -4104639.413874 nChanged 6 SP:Iteration 52Q (2060.103714 sec): 3 clusters Score: Raw -4108002.754606 + Penalty 3363.052163 = -4104639.702443 nChanged 4 SP:Iteration 53Q (2060.192467 sec): 3 clusters Score: Raw -4108003.047511 + Penalty 3363.052163 = -4104639.995348 nChanged 3 SP:Iteration 54Q (2060.285434 sec): 3 clusters Score: Raw -4108003.224369 + Penalty 3363.052163 = -4104640.172206 nChanged 4 SP:Iteration 55Q (2060.377918 sec): 3 clusters Score: Raw -4108003.415523 + Penalty 3363.052163 = -4104640.363360 nChanged 3 SP:Iteration 56Q (2060.470260 sec): 3 clusters Score: Raw -4108003.547094 + Penalty 3363.052163 = -4104640.494931 nChanged 3 SP:Iteration 57Q (2060.562898 sec): 3 clusters Score: Raw -4108003.697730 + Penalty 3363.052163 = -4104640.645567 nChanged 1 SP:Iteration 58Q (2060.654655 sec): 3 clusters Score: Raw -4108003.740335 + Penalty 3363.052163 = -4104640.688172 nChanged 0 SP:Iteration 59F (2060.751899 sec): 3 clusters Score: Raw -4108003.740335 + Penalty 3363.052163 = -4104640.688172 nChanged 0 Trying to split cluster 26 (3779 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2060.778920 sec): 2 clusters Score: Raw -511143.779199 + Penalty 1338.547389 = -509805.231810 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2060.824078 sec): 3 clusters Score: Raw -509300.153845 + Penalty 2677.094779 = -506623.059066 nChanged 1435 SP:Iteration 1F (2060.878568 sec): 3 clusters Score: Raw -510108.272930 + Penalty 2677.094779 = -507431.178152 nChanged 280 SP:Iteration 2F (2060.931854 sec): 3 clusters Score: Raw -510284.511627 + Penalty 2677.094779 = -507607.416849 nChanged 201 SP:Iteration 3F (2060.975550 sec): 3 clusters Score: Raw -510418.037570 + Penalty 2677.094779 = -507740.942791 nChanged 180 SP:Iteration 4Q (2061.029635 sec): 3 clusters Score: Raw -510539.688413 + Penalty 2677.094779 = -507862.593635 nChanged 163 SP:Iteration 5Q (2061.073809 sec): 3 clusters Score: Raw -510645.710322 + Penalty 2677.094779 = -507968.615543 nChanged 146 SP:Iteration 6Q (2061.128302 sec): 3 clusters Score: Raw -510731.213818 + Penalty 2677.094779 = -508054.119039 nChanged 122 SP:Iteration 7Q (2061.182030 sec): 3 clusters Score: Raw -510800.937286 + Penalty 2677.094779 = -508123.842507 nChanged 108 SP:Iteration 8Q (2061.248022 sec): 3 clusters Score: Raw -510875.822641 + Penalty 2677.094779 = -508198.727862 nChanged 117 SP:Iteration 9Q (2061.291091 sec): 3 clusters Score: Raw -510951.240539 + Penalty 2677.094779 = -508274.145760 nChanged 106 SP:Iteration 10Q (2061.344903 sec): 3 clusters Score: Raw -511009.157825 + Penalty 2677.094779 = -508332.063046 nChanged 90 SP:Iteration 11Q (2061.410352 sec): 3 clusters Score: Raw -511056.279910 + Penalty 2677.094779 = -508379.185132 nChanged 75 SP:Iteration 12Q (2061.453397 sec): 3 clusters Score: Raw -511093.099841 + Penalty 2677.094779 = -508416.005063 nChanged 73 SP:Iteration 13Q (2061.507475 sec): 3 clusters Score: Raw -511131.362115 + Penalty 2677.094779 = -508454.267337 nChanged 65 SP:Iteration 14Q (2061.561829 sec): 3 clusters Score: Raw -511165.098023 + Penalty 2677.094779 = -508488.003245 nChanged 58 SP:Iteration 15Q (2061.615790 sec): 3 clusters Score: Raw -511193.131006 + Penalty 2677.094779 = -508516.036228 nChanged 55 SP:Iteration 16Q (2061.669383 sec): 3 clusters Score: Raw -511217.405181 + Penalty 2677.094779 = -508540.310402 nChanged 38 SP:Iteration 17Q (2061.723770 sec): 3 clusters Score: Raw -511232.543807 + Penalty 2677.094779 = -508555.449028 nChanged 33 SP:Iteration 18Q (2061.741228 sec): 3 clusters Score: Raw -511244.792999 + Penalty 2677.094779 = -508567.698221 nChanged 25 SP:Iteration 19Q (2061.759557 sec): 3 clusters Score: Raw -511254.230660 + Penalty 2677.094779 = -508577.135881 nChanged 19 SP:Iteration 20F (2061.796143 sec): 3 clusters Score: Raw -511261.117333 + Penalty 2677.094779 = -508584.022555 nChanged 17 SP:Iteration 21Q (2061.814797 sec): 3 clusters Score: Raw -511265.190598 + Penalty 2677.094779 = -508588.095819 nChanged 11 SP:Iteration 22Q (2061.833322 sec): 3 clusters Score: Raw -511268.526127 + Penalty 2677.094779 = -508591.431349 nChanged 14 SP:Iteration 23Q (2061.851838 sec): 3 clusters Score: Raw -511273.872300 + Penalty 2677.094779 = -508596.777521 nChanged 11 SP:Iteration 24Q (2061.870375 sec): 3 clusters Score: Raw -511277.246815 + Penalty 2677.094779 = -508600.152036 nChanged 9 SP:Iteration 25Q (2061.888914 sec): 3 clusters Score: Raw -511278.738623 + Penalty 2677.094779 = -508601.643845 nChanged 7 SP:Iteration 26Q (2061.907289 sec): 3 clusters Score: Raw -511280.829103 + Penalty 2677.094779 = -508603.734325 nChanged 12 SP:Iteration 27Q (2061.925621 sec): 3 clusters Score: Raw -511284.994431 + Penalty 2677.094779 = -508607.899653 nChanged 9 SP:Iteration 28Q (2061.950921 sec): 3 clusters Score: Raw -511287.694519 + Penalty 2677.094779 = -508610.599740 nChanged 8 SP:Iteration 29Q (2061.974377 sec): 3 clusters Score: Raw -511290.264106 + Penalty 2677.094779 = -508613.169328 nChanged 11 SP:Iteration 30Q (2061.991975 sec): 3 clusters Score: Raw -511292.942386 + Penalty 2677.094779 = -508615.847607 nChanged 11 SP:Iteration 31Q (2062.010491 sec): 3 clusters Score: Raw -511296.175355 + Penalty 2677.094779 = -508619.080576 nChanged 7 SP:Iteration 32Q (2062.028819 sec): 3 clusters Score: Raw -511297.705921 + Penalty 2677.094779 = -508620.611142 nChanged 7 SP:Iteration 33Q (2062.047200 sec): 3 clusters Score: Raw -511299.472735 + Penalty 2677.094779 = -508622.377956 nChanged 7 SP:Iteration 34Q (2062.065668 sec): 3 clusters Score: Raw -511302.056240 + Penalty 2677.094779 = -508624.961461 nChanged 9 SP:Iteration 35Q (2062.084236 sec): 3 clusters Score: Raw -511305.050869 + Penalty 2677.094779 = -508627.956090 nChanged 7 SP:Iteration 36Q (2062.103143 sec): 3 clusters Score: Raw -511306.772406 + Penalty 2677.094779 = -508629.677628 nChanged 9 SP:Iteration 37Q (2062.123486 sec): 3 clusters Score: Raw -511308.845576 + Penalty 2677.094779 = -508631.750798 nChanged 9 SP:Iteration 38Q (2062.141513 sec): 3 clusters Score: Raw -511311.173110 + Penalty 2677.094779 = -508634.078332 nChanged 8 SP:Iteration 39Q (2062.160198 sec): 3 clusters Score: Raw -511314.087120 + Penalty 2677.094779 = -508636.992342 nChanged 6 SP:Iteration 40F (2062.184226 sec): 3 clusters Score: Raw -511315.663390 + Penalty 2677.094779 = -508638.568611 nChanged 7 SP:Iteration 41Q (2062.202785 sec): 3 clusters Score: Raw -511317.293662 + Penalty 2677.094779 = -508640.198884 nChanged 5 SP:Iteration 42Q (2062.222888 sec): 3 clusters Score: Raw -511318.609996 + Penalty 2677.094779 = -508641.515217 nChanged 8 SP:Iteration 43Q (2062.240507 sec): 3 clusters Score: Raw -511320.682473 + Penalty 2677.094779 = -508643.587694 nChanged 10 SP:Iteration 44Q (2062.259420 sec): 3 clusters Score: Raw -511324.433255 + Penalty 2677.094779 = -508647.338477 nChanged 11 SP:Iteration 45Q (2062.311708 sec): 3 clusters Score: Raw -511329.390507 + Penalty 2677.094779 = -508652.295728 nChanged 9 SP:Iteration 46Q (2062.347374 sec): 3 clusters Score: Raw -511333.013644 + Penalty 2677.094779 = -508655.918866 nChanged 11 SP:Iteration 47Q (2062.367114 sec): 3 clusters Score: Raw -511337.399027 + Penalty 2677.094779 = -508660.304248 nChanged 11 SP:Iteration 48Q (2062.386219 sec): 3 clusters Score: Raw -511341.495219 + Penalty 2677.094779 = -508664.400440 nChanged 7 SP:Iteration 49Q (2062.405116 sec): 3 clusters Score: Raw -511343.614255 + Penalty 2677.094779 = -508666.519476 nChanged 7 SP:Iteration 50Q (2062.428957 sec): 3 clusters Score: Raw -511345.132151 + Penalty 2677.094779 = -508668.037372 nChanged 4 SP:Iteration 51Q (2062.447196 sec): 3 clusters Score: Raw -511345.959247 + Penalty 2677.094779 = -508668.864468 nChanged 2 SP:Iteration 52Q (2062.464967 sec): 3 clusters Score: Raw -511346.184455 + Penalty 2677.094779 = -508669.089676 nChanged 0 SP:Iteration 53F (2062.483953 sec): 3 clusters Score: Raw -511346.184455 + Penalty 2677.094779 = -508669.089676 nChanged 0 Trying to split cluster 27 (2765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2062.500493 sec): 2 clusters Score: Raw -331389.915524 + Penalty 1287.779336 = -330102.136188 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2062.514212 sec): 3 clusters Score: Raw -330181.537205 + Penalty 2575.558672 = -327605.978533 nChanged 1026 SP:Iteration 1F (2062.530383 sec): 3 clusters Score: Raw -330925.014178 + Penalty 2575.558672 = -328349.455506 nChanged 260 SP:Iteration 2F (2062.548106 sec): 3 clusters Score: Raw -331187.552455 + Penalty 2575.558672 = -328611.993783 nChanged 197 SP:Iteration 3F (2062.565080 sec): 3 clusters Score: Raw -331401.583751 + Penalty 2575.558672 = -328826.025079 nChanged 154 SP:Iteration 4F (2062.582065 sec): 3 clusters Score: Raw -331541.367612 + Penalty 2575.558672 = -328965.808940 nChanged 115 SP:Iteration 5Q (2062.630945 sec): 3 clusters Score: Raw -331675.110777 + Penalty 2575.558672 = -329099.552105 nChanged 109 SP:Iteration 6Q (2062.672632 sec): 3 clusters Score: Raw -331833.536509 + Penalty 2575.558672 = -329257.977837 nChanged 119 SP:Iteration 7Q (2062.724860 sec): 3 clusters Score: Raw -331934.163119 + Penalty 2575.558672 = -329358.604447 nChanged 87 SP:Iteration 8Q (2062.786657 sec): 3 clusters Score: Raw -331989.440988 + Penalty 2575.558672 = -329413.882316 nChanged 61 SP:Iteration 9Q (2062.828597 sec): 3 clusters Score: Raw -332028.818156 + Penalty 2575.558672 = -329453.259484 nChanged 48 SP:Iteration 10Q (2062.878917 sec): 3 clusters Score: Raw -332057.473421 + Penalty 2575.558672 = -329481.914749 nChanged 33 SP:Iteration 11Q (2062.929030 sec): 3 clusters Score: Raw -332077.848055 + Penalty 2575.558672 = -329502.289383 nChanged 39 SP:Iteration 12Q (2062.969294 sec): 3 clusters Score: Raw -332102.153025 + Penalty 2575.558672 = -329526.594353 nChanged 29 SP:Iteration 13Q (2063.000099 sec): 3 clusters Score: Raw -332116.556375 + Penalty 2575.558672 = -329540.997703 nChanged 14 SP:Iteration 14Q (2063.012633 sec): 3 clusters Score: Raw -332122.079739 + Penalty 2575.558672 = -329546.521067 nChanged 11 SP:Iteration 15Q (2063.026053 sec): 3 clusters Score: Raw -332126.340889 + Penalty 2575.558672 = -329550.782217 nChanged 6 SP:Iteration 16Q (2063.038548 sec): 3 clusters Score: Raw -332127.710972 + Penalty 2575.558672 = -329552.152300 nChanged 3 SP:Iteration 17Q (2063.052028 sec): 3 clusters Score: Raw -332128.809062 + Penalty 2575.558672 = -329553.250390 nChanged 2 SP:Iteration 18Q (2063.065303 sec): 3 clusters Score: Raw -332129.612214 + Penalty 2575.558672 = -329554.053542 nChanged 2 SP:Iteration 19Q (2063.079311 sec): 3 clusters Score: Raw -332129.928627 + Penalty 2575.558672 = -329554.369955 nChanged 3 SP:Iteration 20F (2063.093119 sec): 3 clusters Score: Raw -332130.586023 + Penalty 2575.558672 = -329555.027351 nChanged 4 SP:Iteration 21Q (2063.106324 sec): 3 clusters Score: Raw -332132.917637 + Penalty 2575.558672 = -329557.358965 nChanged 9 SP:Iteration 22Q (2063.123635 sec): 3 clusters Score: Raw -332137.435519 + Penalty 2575.558672 = -329561.876847 nChanged 13 SP:Iteration 23Q (2063.140756 sec): 3 clusters Score: Raw -332146.526893 + Penalty 2575.558672 = -329570.968220 nChanged 11 SP:Iteration 24Q (2063.154120 sec): 3 clusters Score: Raw -332151.405373 + Penalty 2575.558672 = -329575.846701 nChanged 7 SP:Iteration 25Q (2063.167437 sec): 3 clusters Score: Raw -332154.400249 + Penalty 2575.558672 = -329578.841577 nChanged 5 SP:Iteration 26Q (2063.184579 sec): 3 clusters Score: Raw -332156.321713 + Penalty 2575.558672 = -329580.763041 nChanged 8 SP:Iteration 27Q (2063.202443 sec): 3 clusters Score: Raw -332158.647793 + Penalty 2575.558672 = -329583.089121 nChanged 7 SP:Iteration 28Q (2063.220528 sec): 3 clusters Score: Raw -332160.472267 + Penalty 2575.558672 = -329584.913595 nChanged 7 SP:Iteration 29Q (2063.234005 sec): 3 clusters Score: Raw -332162.319689 + Penalty 2575.558672 = -329586.761017 nChanged 5 SP:Iteration 30Q (2063.246626 sec): 3 clusters Score: Raw -332163.479013 + Penalty 2575.558672 = -329587.920341 nChanged 6 SP:Iteration 31Q (2063.260075 sec): 3 clusters Score: Raw -332164.417513 + Penalty 2575.558672 = -329588.858841 nChanged 1 SP:Iteration 32Q (2063.272755 sec): 3 clusters Score: Raw -332164.577317 + Penalty 2575.558672 = -329589.018645 nChanged 0 SP:Iteration 33F (2063.286385 sec): 3 clusters Score: Raw -332164.577317 + Penalty 2575.558672 = -329589.018645 nChanged 0 Trying to split cluster 28 (6238 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2063.313656 sec): 2 clusters Score: Raw -800808.772256 + Penalty 1419.992421 = -799388.779835 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2063.336682 sec): 3 clusters Score: Raw -797522.026284 + Penalty 2839.984842 = -794682.041443 nChanged 2545 SP:Iteration 1F (2063.363309 sec): 3 clusters Score: Raw -798932.898122 + Penalty 2839.984842 = -796092.913280 nChanged 453 SP:Iteration 2F (2063.385802 sec): 3 clusters Score: Raw -799256.289100 + Penalty 2839.984842 = -796416.304258 nChanged 401 SP:Iteration 3F (2063.442369 sec): 3 clusters Score: Raw -799616.069607 + Penalty 2839.984842 = -796776.084765 nChanged 349 SP:Iteration 4F (2063.494115 sec): 3 clusters Score: Raw -799931.724047 + Penalty 2839.984842 = -797091.739206 nChanged 307 SP:Iteration 5Q (2063.546029 sec): 3 clusters Score: Raw -800196.500243 + Penalty 2839.984842 = -797356.515402 nChanged 246 SP:Iteration 6Q (2063.595462 sec): 3 clusters Score: Raw -800362.005319 + Penalty 2839.984842 = -797522.020477 nChanged 192 SP:Iteration 7Q (2063.623773 sec): 3 clusters Score: Raw -800503.277410 + Penalty 2839.984842 = -797663.292569 nChanged 174 SP:Iteration 8Q (2063.649473 sec): 3 clusters Score: Raw -800629.599859 + Penalty 2839.984842 = -797789.615018 nChanged 172 SP:Iteration 9Q (2063.671259 sec): 3 clusters Score: Raw -800747.222099 + Penalty 2839.984842 = -797907.237258 nChanged 172 SP:Iteration 10Q (2063.699312 sec): 3 clusters Score: Raw -800855.695253 + Penalty 2839.984842 = -798015.710412 nChanged 147 SP:Iteration 11Q (2063.726756 sec): 3 clusters Score: Raw -800922.401298 + Penalty 2839.984842 = -798082.416457 nChanged 110 SP:Iteration 12Q (2063.748330 sec): 3 clusters Score: Raw -800968.261354 + Penalty 2839.984842 = -798128.276512 nChanged 89 SP:Iteration 13Q (2063.776332 sec): 3 clusters Score: Raw -801000.305613 + Penalty 2839.984842 = -798160.320771 nChanged 63 SP:Iteration 14Q (2063.804314 sec): 3 clusters Score: Raw -801026.244043 + Penalty 2839.984842 = -798186.259201 nChanged 77 SP:Iteration 15Q (2063.825722 sec): 3 clusters Score: Raw -801057.238903 + Penalty 2839.984842 = -798217.254061 nChanged 74 SP:Iteration 16Q (2063.853911 sec): 3 clusters Score: Raw -801090.563150 + Penalty 2839.984842 = -798250.578309 nChanged 66 SP:Iteration 17Q (2063.881888 sec): 3 clusters Score: Raw -801122.372823 + Penalty 2839.984842 = -798282.387981 nChanged 73 SP:Iteration 18Q (2063.903295 sec): 3 clusters Score: Raw -801152.566097 + Penalty 2839.984842 = -798312.581255 nChanged 72 SP:Iteration 19Q (2063.930927 sec): 3 clusters Score: Raw -801180.514734 + Penalty 2839.984842 = -798340.529893 nChanged 64 SP:Iteration 20F (2063.957316 sec): 3 clusters Score: Raw -801202.421462 + Penalty 2839.984842 = -798362.436620 nChanged 52 SP:Iteration 21Q (2063.984787 sec): 3 clusters Score: Raw -801221.986781 + Penalty 2839.984842 = -798382.001940 nChanged 56 SP:Iteration 22Q (2064.006219 sec): 3 clusters Score: Raw -801243.744219 + Penalty 2839.984842 = -798403.759377 nChanged 46 SP:Iteration 23Q (2064.034554 sec): 3 clusters Score: Raw -801260.063326 + Penalty 2839.984842 = -798420.078485 nChanged 36 SP:Iteration 24Q (2064.061017 sec): 3 clusters Score: Raw -801268.985127 + Penalty 2839.984842 = -798429.000286 nChanged 37 SP:Iteration 25Q (2064.087556 sec): 3 clusters Score: Raw -801279.957950 + Penalty 2839.984842 = -798439.973109 nChanged 43 SP:Iteration 26Q (2064.113619 sec): 3 clusters Score: Raw -801293.417507 + Penalty 2839.984842 = -798453.432665 nChanged 42 SP:Iteration 27Q (2064.141071 sec): 3 clusters Score: Raw -801305.923089 + Penalty 2839.984842 = -798465.938248 nChanged 48 SP:Iteration 28Q (2064.162563 sec): 3 clusters Score: Raw -801324.016668 + Penalty 2839.984842 = -798484.031826 nChanged 35 SP:Iteration 29Q (2064.188066 sec): 3 clusters Score: Raw -801334.113019 + Penalty 2839.984842 = -798494.128178 nChanged 29 SP:Iteration 30Q (2064.215144 sec): 3 clusters Score: Raw -801342.461867 + Penalty 2839.984842 = -798502.477026 nChanged 14 SP:Iteration 31Q (2064.236835 sec): 3 clusters Score: Raw -801346.093067 + Penalty 2839.984842 = -798506.108226 nChanged 10 SP:Iteration 32Q (2064.263074 sec): 3 clusters Score: Raw -801348.278295 + Penalty 2839.984842 = -798508.293454 nChanged 8 SP:Iteration 33Q (2064.290784 sec): 3 clusters Score: Raw -801350.200399 + Penalty 2839.984842 = -798510.215557 nChanged 7 SP:Iteration 34Q (2064.312279 sec): 3 clusters Score: Raw -801352.255529 + Penalty 2839.984842 = -798512.270687 nChanged 11 SP:Iteration 35Q (2064.340664 sec): 3 clusters Score: Raw -801355.742981 + Penalty 2839.984842 = -798515.758139 nChanged 11 SP:Iteration 36Q (2064.382952 sec): 3 clusters Score: Raw -801357.992309 + Penalty 2839.984842 = -798518.007467 nChanged 6 SP:Iteration 37Q (2064.404363 sec): 3 clusters Score: Raw -801358.954330 + Penalty 2839.984842 = -798518.969489 nChanged 6 SP:Iteration 38Q (2064.425889 sec): 3 clusters Score: Raw -801359.852817 + Penalty 2839.984842 = -798519.867975 nChanged 4 SP:Iteration 39Q (2064.447416 sec): 3 clusters Score: Raw -801360.948495 + Penalty 2839.984842 = -798520.963654 nChanged 8 SP:Iteration 40F (2064.475984 sec): 3 clusters Score: Raw -801362.318452 + Penalty 2839.984842 = -798522.333611 nChanged 4 SP:Iteration 41Q (2064.503595 sec): 3 clusters Score: Raw -801363.584190 + Penalty 2839.984842 = -798523.599349 nChanged 5 SP:Iteration 42Q (2064.532907 sec): 3 clusters Score: Raw -801365.125895 + Penalty 2839.984842 = -798525.141054 nChanged 8 SP:Iteration 43Q (2064.554208 sec): 3 clusters Score: Raw -801366.914966 + Penalty 2839.984842 = -798526.930124 nChanged 8 SP:Iteration 44Q (2064.582684 sec): 3 clusters Score: Raw -801368.799692 + Penalty 2839.984842 = -798528.814850 nChanged 4 SP:Iteration 45Q (2064.610540 sec): 3 clusters Score: Raw -801370.078962 + Penalty 2839.984842 = -798530.094121 nChanged 7 SP:Iteration 46Q (2064.631910 sec): 3 clusters Score: Raw -801371.737286 + Penalty 2839.984842 = -798531.752444 nChanged 4 SP:Iteration 47Q (2064.677606 sec): 3 clusters Score: Raw -801372.488075 + Penalty 2839.984842 = -798532.503234 nChanged 2 SP:Iteration 48Q (2064.724566 sec): 3 clusters Score: Raw -801372.752433 + Penalty 2839.984842 = -798532.767591 nChanged 2 SP:Iteration 49Q (2064.764474 sec): 3 clusters Score: Raw -801373.407254 + Penalty 2839.984842 = -798533.422413 nChanged 3 SP:Iteration 50Q (2064.790712 sec): 3 clusters Score: Raw -801373.972803 + Penalty 2839.984842 = -798533.987962 nChanged 4 SP:Iteration 51Q (2064.818664 sec): 3 clusters Score: Raw -801374.679294 + Penalty 2839.984842 = -798534.694453 nChanged 2 SP:Iteration 52Q (2064.839993 sec): 3 clusters Score: Raw -801374.985715 + Penalty 2839.984842 = -798535.000873 nChanged 2 SP:Iteration 53Q (2064.864915 sec): 3 clusters Score: Raw -801375.311961 + Penalty 2839.984842 = -798535.327119 nChanged 3 SP:Iteration 54Q (2064.892183 sec): 3 clusters Score: Raw -801375.996312 + Penalty 2839.984842 = -798536.011470 nChanged 0 SP:Iteration 55F (2064.914410 sec): 3 clusters Score: Raw -801375.996312 + Penalty 2839.984842 = -798536.011470 nChanged 0 Iteration 179Q (2073.123258 sec): 30 clusters Score: Raw -99936230.315966 + Penalty 63883.449798 = -99872346.866168 nChanged 1081 Iteration 180F (2086.601553 sec): 30 clusters Score: Raw -99936554.624864 + Penalty 63883.449798 = -99872671.175066 nChanged 998 Iteration 181Q (2093.425161 sec): 30 clusters Score: Raw -99936705.536731 + Penalty 63883.449798 = -99872822.086934 nChanged 720 Iteration 182Q (2099.921248 sec): 30 clusters Score: Raw -99936785.606212 + Penalty 63883.449798 = -99872902.156415 nChanged 611 Iteration 183Q (2106.535793 sec): 30 clusters Score: Raw -99936837.388532 + Penalty 63883.449798 = -99872953.938734 nChanged 538 Iteration 184Q (2113.130014 sec): 30 clusters Score: Raw -99936874.668428 + Penalty 63883.449798 = -99872991.218630 nChanged 458 Iteration 185Q (2119.848095 sec): 30 clusters Score: Raw -99936902.036231 + Penalty 63883.449798 = -99873018.586433 nChanged 428 Iteration 186Q (2126.184211 sec): 30 clusters Score: Raw -99936924.593532 + Penalty 63883.449798 = -99873041.143734 nChanged 409 Iteration 187Q (2132.865464 sec): 30 clusters Score: Raw -99936946.005381 + Penalty 63883.449798 = -99873062.555583 nChanged 375 Iteration 188Q (2139.457475 sec): 30 clusters Score: Raw -99936966.277761 + Penalty 63883.449798 = -99873082.827963 nChanged 359 Iteration 189Q (2146.045548 sec): 30 clusters Score: Raw -99936984.527912 + Penalty 63883.449798 = -99873101.078114 nChanged 321 Iteration 190Q (2152.707517 sec): 30 clusters Score: Raw -99936998.074781 + Penalty 63883.449798 = -99873114.624983 nChanged 286 Iteration 191Q (2159.383701 sec): 30 clusters Score: Raw -99937010.603610 + Penalty 63883.449798 = -99873127.153812 nChanged 289 Iteration 192Q (2166.075505 sec): 30 clusters Score: Raw -99937023.729044 + Penalty 63883.449798 = -99873140.279246 nChanged 294 Iteration 193Q (2172.831229 sec): 30 clusters Score: Raw -99937035.351245 + Penalty 63883.449798 = -99873151.901448 nChanged 300 Iteration 194Q (2179.587846 sec): 30 clusters Score: Raw -99937047.740170 + Penalty 63883.449798 = -99873164.290372 nChanged 288 Iteration 195Q (2186.094885 sec): 30 clusters Score: Raw -99937059.416566 + Penalty 63883.449798 = -99873175.966768 nChanged 295 Iteration 196Q (2192.753701 sec): 30 clusters Score: Raw -99937071.714462 + Penalty 63883.449798 = -99873188.264664 nChanged 280 Iteration 197Q (2199.327568 sec): 30 clusters Score: Raw -99937083.128822 + Penalty 63883.449798 = -99873199.679024 nChanged 264 Iteration 198Q (2205.835458 sec): 30 clusters Score: Raw -99937093.951130 + Penalty 63883.449798 = -99873210.501332 nChanged 260 Iteration 199Q (2212.344314 sec): 30 clusters Score: Raw -99937103.533253 + Penalty 63883.449798 = -99873220.083455 nChanged 242 Iteration 200F (2225.856351 sec): 30 clusters Score: Raw -99937113.084995 + Penalty 63883.449798 = -99873229.635197 nChanged 221 Iteration 201Q (2232.537350 sec): 30 clusters Score: Raw -99937121.407630 + Penalty 63883.449798 = -99873237.957833 nChanged 236 Iteration 202Q (2239.210259 sec): 30 clusters Score: Raw -99937130.254120 + Penalty 63883.449798 = -99873246.804323 nChanged 223 Iteration 203Q (2245.864211 sec): 30 clusters Score: Raw -99937138.213052 + Penalty 63883.449798 = -99873254.763255 nChanged 205 Iteration 204Q (2252.615133 sec): 30 clusters Score: Raw -99937144.920050 + Penalty 63883.449798 = -99873261.470252 nChanged 217 Iteration 205Q (2259.221175 sec): 30 clusters Score: Raw -99937152.865461 + Penalty 63883.449798 = -99873269.415663 nChanged 214 Iteration 206Q (2265.697250 sec): 30 clusters Score: Raw -99937160.211519 + Penalty 63883.449798 = -99873276.761721 nChanged 215 Iteration 207Q (2272.347363 sec): 30 clusters Score: Raw -99937168.357973 + Penalty 63883.449798 = -99873284.908175 nChanged 221 Iteration 208Q (2279.021774 sec): 30 clusters Score: Raw -99937177.583972 + Penalty 63883.449798 = -99873294.134175 nChanged 225 Iteration 209Q (2285.622409 sec): 30 clusters Score: Raw -99937187.134848 + Penalty 63883.449798 = -99873303.685050 nChanged 188 Iteration 210Q (2292.262140 sec): 30 clusters Score: Raw -99937194.444225 + Penalty 63883.449798 = -99873310.994428 nChanged 180 Iteration 211Q (2298.897639 sec): 30 clusters Score: Raw -99937201.121691 + Penalty 63883.449798 = -99873317.671894 nChanged 194 Iteration 212Q (2305.394805 sec): 30 clusters Score: Raw -99937208.269740 + Penalty 63883.449798 = -99873324.819942 nChanged 216 Iteration 213Q (2312.077434 sec): 30 clusters Score: Raw -99937215.990058 + Penalty 63883.449798 = -99873332.540261 nChanged 226 Iteration 214Q (2318.515459 sec): 30 clusters Score: Raw -99937224.690304 + Penalty 63883.449798 = -99873341.240507 nChanged 242 Iteration 215Q (2325.149991 sec): 30 clusters Score: Raw -99937233.785814 + Penalty 63883.449798 = -99873350.336017 nChanged 229 Iteration 216Q (2331.760511 sec): 30 clusters Score: Raw -99937242.559926 + Penalty 63883.449798 = -99873359.110129 nChanged 227 Iteration 217Q (2338.463818 sec): 30 clusters Score: Raw -99937251.601337 + Penalty 63883.449798 = -99873368.151540 nChanged 206 Iteration 218Q (2345.089554 sec): 30 clusters Score: Raw -99937259.730870 + Penalty 63883.449798 = -99873376.281072 nChanged 238 Writing temp clu file Because OldScore, -99873368.151540, is greater than current (better) Score,-99873376.281072 Compute initial score before splitting: Score: Raw -99937259.730870 + Penalty 63883.449798 = -99873376.281072 Trying to split cluster 1 (8204 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2345.258214 sec): 2 clusters Score: Raw -1069306.440731 + Penalty 1464.511282 = -1067841.929450 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2345.316237 sec): 3 clusters Score: Raw -1064751.796735 + Penalty 2929.022564 = -1061822.774171 nChanged 3500 SP:Iteration 1F (2345.383919 sec): 3 clusters Score: Raw -1066588.988218 + Penalty 2929.022564 = -1063659.965654 nChanged 557 SP:Iteration 2F (2345.429516 sec): 3 clusters Score: Raw -1066842.660876 + Penalty 2929.022564 = -1063913.638312 nChanged 431 SP:Iteration 3F (2345.503405 sec): 3 clusters Score: Raw -1067016.602192 + Penalty 2929.022564 = -1064087.579628 nChanged 354 SP:Iteration 4Q (2345.550977 sec): 3 clusters Score: Raw -1067167.125943 + Penalty 2929.022564 = -1064238.103380 nChanged 305 SP:Iteration 5Q (2345.612162 sec): 3 clusters Score: Raw -1067297.055905 + Penalty 2929.022564 = -1064368.033342 nChanged 309 SP:Iteration 6Q (2345.674366 sec): 3 clusters Score: Raw -1067441.102015 + Penalty 2929.022564 = -1064512.079451 nChanged 330 SP:Iteration 7Q (2345.737215 sec): 3 clusters Score: Raw -1067592.766015 + Penalty 2929.022564 = -1064663.743451 nChanged 318 SP:Iteration 8Q (2345.798989 sec): 3 clusters Score: Raw -1067747.586161 + Penalty 2929.022564 = -1064818.563597 nChanged 277 SP:Iteration 9Q (2345.860408 sec): 3 clusters Score: Raw -1067885.821188 + Penalty 2929.022564 = -1064956.798624 nChanged 289 SP:Iteration 10Q (2345.922246 sec): 3 clusters Score: Raw -1068043.223417 + Penalty 2929.022564 = -1065114.200854 nChanged 267 SP:Iteration 11Q (2345.985715 sec): 3 clusters Score: Raw -1068204.175015 + Penalty 2929.022564 = -1065275.152451 nChanged 280 SP:Iteration 12Q (2346.047129 sec): 3 clusters Score: Raw -1068394.611273 + Penalty 2929.022564 = -1065465.588710 nChanged 257 SP:Iteration 13Q (2346.099875 sec): 3 clusters Score: Raw -1068549.340091 + Penalty 2929.022564 = -1065620.317528 nChanged 239 SP:Iteration 14Q (2346.160951 sec): 3 clusters Score: Raw -1068691.603306 + Penalty 2929.022564 = -1065762.580742 nChanged 209 SP:Iteration 15Q (2346.222599 sec): 3 clusters Score: Raw -1068829.040594 + Penalty 2929.022564 = -1065900.018030 nChanged 178 SP:Iteration 16Q (2346.284339 sec): 3 clusters Score: Raw -1068941.643743 + Penalty 2929.022564 = -1066012.621179 nChanged 153 SP:Iteration 17Q (2346.345492 sec): 3 clusters Score: Raw -1069030.262460 + Penalty 2929.022564 = -1066101.239896 nChanged 134 SP:Iteration 18Q (2346.406730 sec): 3 clusters Score: Raw -1069107.728908 + Penalty 2929.022564 = -1066178.706345 nChanged 112 SP:Iteration 19Q (2346.467314 sec): 3 clusters Score: Raw -1069164.045575 + Penalty 2929.022564 = -1066235.023012 nChanged 98 SP:Iteration 20F (2346.529563 sec): 3 clusters Score: Raw -1069210.446835 + Penalty 2929.022564 = -1066281.424272 nChanged 64 SP:Iteration 21Q (2346.590278 sec): 3 clusters Score: Raw -1069235.190934 + Penalty 2929.022564 = -1066306.168370 nChanged 49 SP:Iteration 22Q (2346.651585 sec): 3 clusters Score: Raw -1069253.836755 + Penalty 2929.022564 = -1066324.814191 nChanged 51 SP:Iteration 23Q (2346.711337 sec): 3 clusters Score: Raw -1069275.232209 + Penalty 2929.022564 = -1066346.209645 nChanged 50 SP:Iteration 24Q (2346.771949 sec): 3 clusters Score: Raw -1069296.979615 + Penalty 2929.022564 = -1066367.957051 nChanged 54 SP:Iteration 25Q (2346.827494 sec): 3 clusters Score: Raw -1069318.246684 + Penalty 2929.022564 = -1066389.224120 nChanged 51 SP:Iteration 26Q (2346.887503 sec): 3 clusters Score: Raw -1069341.762277 + Penalty 2929.022564 = -1066412.739714 nChanged 56 SP:Iteration 27Q (2346.949051 sec): 3 clusters Score: Raw -1069369.024445 + Penalty 2929.022564 = -1066440.001881 nChanged 56 SP:Iteration 28Q (2347.021348 sec): 3 clusters Score: Raw -1069394.907963 + Penalty 2929.022564 = -1066465.885400 nChanged 48 SP:Iteration 29Q (2347.075389 sec): 3 clusters Score: Raw -1069415.061815 + Penalty 2929.022564 = -1066486.039251 nChanged 45 SP:Iteration 30Q (2347.123812 sec): 3 clusters Score: Raw -1069433.324594 + Penalty 2929.022564 = -1066504.302030 nChanged 43 SP:Iteration 31Q (2347.183003 sec): 3 clusters Score: Raw -1069455.175589 + Penalty 2929.022564 = -1066526.153025 nChanged 44 SP:Iteration 32Q (2347.254065 sec): 3 clusters Score: Raw -1069474.799721 + Penalty 2929.022564 = -1066545.777157 nChanged 35 SP:Iteration 33Q (2347.302185 sec): 3 clusters Score: Raw -1069489.728734 + Penalty 2929.022564 = -1066560.706171 nChanged 37 SP:Iteration 34Q (2347.353312 sec): 3 clusters Score: Raw -1069507.109399 + Penalty 2929.022564 = -1066578.086835 nChanged 34 SP:Iteration 35Q (2347.403737 sec): 3 clusters Score: Raw -1069522.867781 + Penalty 2929.022564 = -1066593.845217 nChanged 22 SP:Iteration 36Q (2347.463998 sec): 3 clusters Score: Raw -1069530.167205 + Penalty 2929.022564 = -1066601.144642 nChanged 17 SP:Iteration 37Q (2347.523601 sec): 3 clusters Score: Raw -1069535.893551 + Penalty 2929.022564 = -1066606.870987 nChanged 16 SP:Iteration 38Q (2347.573615 sec): 3 clusters Score: Raw -1069543.731497 + Penalty 2929.022564 = -1066614.708933 nChanged 16 SP:Iteration 39Q (2347.629583 sec): 3 clusters Score: Raw -1069550.986836 + Penalty 2929.022564 = -1066621.964273 nChanged 18 SP:Iteration 40F (2347.676011 sec): 3 clusters Score: Raw -1069558.702031 + Penalty 2929.022564 = -1066629.679467 nChanged 12 SP:Iteration 41Q (2347.719290 sec): 3 clusters Score: Raw -1069564.147464 + Penalty 2929.022564 = -1066635.124901 nChanged 14 SP:Iteration 42Q (2347.763720 sec): 3 clusters Score: Raw -1069570.444550 + Penalty 2929.022564 = -1066641.421986 nChanged 13 SP:Iteration 43Q (2347.827991 sec): 3 clusters Score: Raw -1069575.977602 + Penalty 2929.022564 = -1066646.955038 nChanged 10 SP:Iteration 44Q (2347.852211 sec): 3 clusters Score: Raw -1069580.766985 + Penalty 2929.022564 = -1066651.744422 nChanged 14 SP:Iteration 45Q (2347.879788 sec): 3 clusters Score: Raw -1069586.894431 + Penalty 2929.022564 = -1066657.871867 nChanged 12 SP:Iteration 46Q (2347.907628 sec): 3 clusters Score: Raw -1069590.881260 + Penalty 2929.022564 = -1066661.858696 nChanged 4 SP:Iteration 47Q (2347.936467 sec): 3 clusters Score: Raw -1069592.954136 + Penalty 2929.022564 = -1066663.931572 nChanged 4 SP:Iteration 48Q (2347.959480 sec): 3 clusters Score: Raw -1069593.982008 + Penalty 2929.022564 = -1066664.959444 nChanged 2 SP:Iteration 49Q (2347.982332 sec): 3 clusters Score: Raw -1069594.813398 + Penalty 2929.022564 = -1066665.790835 nChanged 1 SP:Iteration 50Q (2348.005210 sec): 3 clusters Score: Raw -1069594.940890 + Penalty 2929.022564 = -1066665.918327 nChanged 2 SP:Iteration 51Q (2348.031252 sec): 3 clusters Score: Raw -1069595.613079 + Penalty 2929.022564 = -1066666.590515 nChanged 2 SP:Iteration 52Q (2348.059547 sec): 3 clusters Score: Raw -1069596.394945 + Penalty 2929.022564 = -1066667.372381 nChanged 3 SP:Iteration 53Q (2348.088279 sec): 3 clusters Score: Raw -1069597.146685 + Penalty 2929.022564 = -1066668.124121 nChanged 1 SP:Iteration 54Q (2348.120389 sec): 3 clusters Score: Raw -1069597.690999 + Penalty 2929.022564 = -1066668.668435 nChanged 1 SP:Iteration 55Q (2348.147575 sec): 3 clusters Score: Raw -1069598.150250 + Penalty 2929.022564 = -1066669.127687 nChanged 2 SP:Iteration 56Q (2348.207281 sec): 3 clusters Score: Raw -1069598.954748 + Penalty 2929.022564 = -1066669.932184 nChanged 2 SP:Iteration 57Q (2348.257409 sec): 3 clusters Score: Raw -1069599.379135 + Penalty 2929.022564 = -1066670.356571 nChanged 2 SP:Iteration 58Q (2348.315116 sec): 3 clusters Score: Raw -1069601.109540 + Penalty 2929.022564 = -1066672.086976 nChanged 6 SP:Iteration 59Q (2348.347445 sec): 3 clusters Score: Raw -1069603.895413 + Penalty 2929.022564 = -1066674.872849 nChanged 4 SP:Iteration 60F (2348.375503 sec): 3 clusters Score: Raw -1069606.463299 + Penalty 2929.022564 = -1066677.440735 nChanged 4 SP:Iteration 61Q (2348.410267 sec): 3 clusters Score: Raw -1069608.775981 + Penalty 2929.022564 = -1066679.753417 nChanged 2 SP:Iteration 62Q (2348.439294 sec): 3 clusters Score: Raw -1069609.432029 + Penalty 2929.022564 = -1066680.409465 nChanged 1 SP:Iteration 63Q (2348.498107 sec): 3 clusters Score: Raw -1069610.005220 + Penalty 2929.022564 = -1066680.982656 nChanged 0 SP:Iteration 64F (2348.549264 sec): 3 clusters Score: Raw -1069610.005220 + Penalty 2929.022564 = -1066680.982656 nChanged 0 Trying to split cluster 2 (3238 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2348.566158 sec): 2 clusters Score: Raw -414429.779680 + Penalty 1313.440559 = -413116.339121 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2348.582888 sec): 3 clusters Score: Raw -412859.586557 + Penalty 2626.881119 = -410232.705439 nChanged 1221 SP:Iteration 1F (2348.605237 sec): 3 clusters Score: Raw -413649.914823 + Penalty 2626.881119 = -411023.033704 nChanged 275 SP:Iteration 2F (2348.634308 sec): 3 clusters Score: Raw -413858.144526 + Penalty 2626.881119 = -411231.263408 nChanged 192 SP:Iteration 3F (2348.670762 sec): 3 clusters Score: Raw -414035.598924 + Penalty 2626.881119 = -411408.717806 nChanged 195 SP:Iteration 4F (2348.685848 sec): 3 clusters Score: Raw -414252.319410 + Penalty 2626.881119 = -411625.438292 nChanged 214 SP:Iteration 5F (2348.700420 sec): 3 clusters Score: Raw -414499.333249 + Penalty 2626.881119 = -411872.452130 nChanged 187 SP:Iteration 6F (2348.715197 sec): 3 clusters Score: Raw -414726.659781 + Penalty 2626.881119 = -412099.778662 nChanged 174 SP:Iteration 7F (2348.733084 sec): 3 clusters Score: Raw -414952.813262 + Penalty 2626.881119 = -412325.932144 nChanged 148 SP:Iteration 8Q (2348.750388 sec): 3 clusters Score: Raw -415131.310084 + Penalty 2626.881119 = -412504.428966 nChanged 111 SP:Iteration 9Q (2348.768416 sec): 3 clusters Score: Raw -415230.724468 + Penalty 2626.881119 = -412603.843349 nChanged 55 SP:Iteration 10Q (2348.783521 sec): 3 clusters Score: Raw -415267.416542 + Penalty 2626.881119 = -412640.535424 nChanged 44 SP:Iteration 11Q (2348.798596 sec): 3 clusters Score: Raw -415297.541460 + Penalty 2626.881119 = -412670.660341 nChanged 36 SP:Iteration 12Q (2348.813730 sec): 3 clusters Score: Raw -415317.953338 + Penalty 2626.881119 = -412691.072220 nChanged 19 SP:Iteration 13Q (2348.828835 sec): 3 clusters Score: Raw -415328.592214 + Penalty 2626.881119 = -412701.711095 nChanged 19 SP:Iteration 14Q (2348.843945 sec): 3 clusters Score: Raw -415338.448444 + Penalty 2626.881119 = -412711.567326 nChanged 13 SP:Iteration 15Q (2348.858026 sec): 3 clusters Score: Raw -415343.867752 + Penalty 2626.881119 = -412716.986633 nChanged 7 SP:Iteration 16Q (2348.872568 sec): 3 clusters Score: Raw -415347.453954 + Penalty 2626.881119 = -412720.572836 nChanged 7 SP:Iteration 17Q (2348.890133 sec): 3 clusters Score: Raw -415350.262937 + Penalty 2626.881119 = -412723.381819 nChanged 8 SP:Iteration 18Q (2348.906932 sec): 3 clusters Score: Raw -415352.496463 + Penalty 2626.881119 = -412725.615344 nChanged 2 SP:Iteration 19Q (2348.925331 sec): 3 clusters Score: Raw -415353.057616 + Penalty 2626.881119 = -412726.176497 nChanged 1 SP:Iteration 20F (2348.942016 sec): 3 clusters Score: Raw -415353.373655 + Penalty 2626.881119 = -412726.492536 nChanged 2 SP:Iteration 21Q (2348.959764 sec): 3 clusters Score: Raw -415353.737172 + Penalty 2626.881119 = -412726.856053 nChanged 0 SP:Iteration 22F (2348.977501 sec): 3 clusters Score: Raw -415353.737172 + Penalty 2626.881119 = -412726.856053 nChanged 0 Trying to split cluster 3 (15046 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2349.007683 sec): 2 clusters Score: Raw -1975759.263395 + Penalty 1563.065961 = -1974196.197434 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2349.055098 sec): 3 clusters Score: Raw -1966912.998891 + Penalty 3126.131923 = -1963786.866968 nChanged 6704 SP:Iteration 1F (2349.096209 sec): 3 clusters Score: Raw -1970423.236779 + Penalty 3126.131923 = -1967297.104856 nChanged 739 SP:Iteration 2Q (2349.131382 sec): 3 clusters Score: Raw -1970693.761806 + Penalty 3126.131923 = -1967567.629884 nChanged 700 SP:Iteration 3Q (2349.169387 sec): 3 clusters Score: Raw -1970967.354919 + Penalty 3126.131923 = -1967841.222997 nChanged 639 SP:Iteration 4Q (2349.224681 sec): 3 clusters Score: Raw -1971225.436771 + Penalty 3126.131923 = -1968099.304849 nChanged 606 SP:Iteration 5Q (2349.266731 sec): 3 clusters Score: Raw -1971498.193110 + Penalty 3126.131923 = -1968372.061188 nChanged 639 SP:Iteration 6Q (2349.309282 sec): 3 clusters Score: Raw -1971818.946107 + Penalty 3126.131923 = -1968692.814185 nChanged 708 SP:Iteration 7Q (2349.351718 sec): 3 clusters Score: Raw -1972279.046863 + Penalty 3126.131923 = -1969152.914940 nChanged 845 SP:Iteration 8F (2349.391107 sec): 3 clusters Score: Raw -1972872.921877 + Penalty 3126.131923 = -1969746.789955 nChanged 833 SP:Iteration 9F (2349.459199 sec): 3 clusters Score: Raw -1973519.541743 + Penalty 3126.131923 = -1970393.409820 nChanged 771 SP:Iteration 10F (2349.493624 sec): 3 clusters Score: Raw -1974105.874006 + Penalty 3126.131923 = -1970979.742084 nChanged 641 SP:Iteration 11Q (2349.539136 sec): 3 clusters Score: Raw -1974587.073091 + Penalty 3126.131923 = -1971460.941169 nChanged 506 SP:Iteration 12Q (2349.607468 sec): 3 clusters Score: Raw -1974950.638441 + Penalty 3126.131923 = -1971824.506519 nChanged 412 SP:Iteration 13Q (2349.682470 sec): 3 clusters Score: Raw -1975240.411364 + Penalty 3126.131923 = -1972114.279441 nChanged 286 SP:Iteration 14Q (2349.726565 sec): 3 clusters Score: Raw -1975447.414629 + Penalty 3126.131923 = -1972321.282707 nChanged 205 SP:Iteration 15Q (2349.788860 sec): 3 clusters Score: Raw -1975589.539732 + Penalty 3126.131923 = -1972463.407809 nChanged 171 SP:Iteration 16Q (2349.855414 sec): 3 clusters Score: Raw -1975708.522775 + Penalty 3126.131923 = -1972582.390853 nChanged 100 SP:Iteration 17Q (2349.922564 sec): 3 clusters Score: Raw -1975776.158716 + Penalty 3126.131923 = -1972650.026794 nChanged 71 SP:Iteration 18Q (2349.981817 sec): 3 clusters Score: Raw -1975821.249469 + Penalty 3126.131923 = -1972695.117547 nChanged 58 SP:Iteration 19Q (2350.040148 sec): 3 clusters Score: Raw -1975859.444468 + Penalty 3126.131923 = -1972733.312545 nChanged 42 SP:Iteration 20F (2350.110035 sec): 3 clusters Score: Raw -1975888.460771 + Penalty 3126.131923 = -1972762.328849 nChanged 31 SP:Iteration 21Q (2350.176195 sec): 3 clusters Score: Raw -1975908.093900 + Penalty 3126.131923 = -1972781.961978 nChanged 17 SP:Iteration 22Q (2350.242179 sec): 3 clusters Score: Raw -1975917.279646 + Penalty 3126.131923 = -1972791.147723 nChanged 14 SP:Iteration 23Q (2350.306657 sec): 3 clusters Score: Raw -1975925.338216 + Penalty 3126.131923 = -1972799.206293 nChanged 17 SP:Iteration 24Q (2350.369143 sec): 3 clusters Score: Raw -1975935.850645 + Penalty 3126.131923 = -1972809.718723 nChanged 14 SP:Iteration 25Q (2350.423479 sec): 3 clusters Score: Raw -1975944.250554 + Penalty 3126.131923 = -1972818.118632 nChanged 15 SP:Iteration 26Q (2350.483900 sec): 3 clusters Score: Raw -1975953.980003 + Penalty 3126.131923 = -1972827.848080 nChanged 14 SP:Iteration 27Q (2350.538235 sec): 3 clusters Score: Raw -1975961.339173 + Penalty 3126.131923 = -1972835.207251 nChanged 6 SP:Iteration 28Q (2350.596826 sec): 3 clusters Score: Raw -1975964.341495 + Penalty 3126.131923 = -1972838.209572 nChanged 6 SP:Iteration 29Q (2350.647904 sec): 3 clusters Score: Raw -1975968.783787 + Penalty 3126.131923 = -1972842.651864 nChanged 13 SP:Iteration 30Q (2350.708147 sec): 3 clusters Score: Raw -1975977.429915 + Penalty 3126.131923 = -1972851.297992 nChanged 8 SP:Iteration 31Q (2350.770213 sec): 3 clusters Score: Raw -1975982.073535 + Penalty 3126.131923 = -1972855.941613 nChanged 3 SP:Iteration 32Q (2350.842549 sec): 3 clusters Score: Raw -1975983.675201 + Penalty 3126.131923 = -1972857.543278 nChanged 3 SP:Iteration 33Q (2350.896246 sec): 3 clusters Score: Raw -1975987.651672 + Penalty 3126.131923 = -1972861.519749 nChanged 7 SP:Iteration 34Q (2350.953585 sec): 3 clusters Score: Raw -1975993.701268 + Penalty 3126.131923 = -1972867.569346 nChanged 4 SP:Iteration 35Q (2351.018106 sec): 3 clusters Score: Raw -1975996.797120 + Penalty 3126.131923 = -1972870.665198 nChanged 3 SP:Iteration 36Q (2351.073927 sec): 3 clusters Score: Raw -1975998.573717 + Penalty 3126.131923 = -1972872.441795 nChanged 3 SP:Iteration 37Q (2351.137469 sec): 3 clusters Score: Raw -1976000.818304 + Penalty 3126.131923 = -1972874.686382 nChanged 3 SP:Iteration 38Q (2351.168052 sec): 3 clusters Score: Raw -1976002.001553 + Penalty 3126.131923 = -1972875.869630 nChanged 0 SP:Iteration 39F (2351.202288 sec): 3 clusters Score: Raw -1976002.001553 + Penalty 3126.131923 = -1972875.869630 nChanged 0 Trying to split cluster 4 (3555 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2351.219197 sec): 2 clusters Score: Raw -454598.971640 + Penalty 1328.617931 = -453270.353709 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2351.237313 sec): 3 clusters Score: Raw -452861.633456 + Penalty 2657.235861 = -450204.397595 nChanged 1417 SP:Iteration 1F (2351.256055 sec): 3 clusters Score: Raw -453628.088461 + Penalty 2657.235861 = -450970.852600 nChanged 291 SP:Iteration 2F (2351.273308 sec): 3 clusters Score: Raw -453825.117659 + Penalty 2657.235861 = -451167.881798 nChanged 239 SP:Iteration 3F (2351.291358 sec): 3 clusters Score: Raw -453975.612439 + Penalty 2657.235861 = -451318.376578 nChanged 180 SP:Iteration 4F (2351.308990 sec): 3 clusters Score: Raw -454093.876279 + Penalty 2657.235861 = -451436.640418 nChanged 141 SP:Iteration 5Q (2351.327462 sec): 3 clusters Score: Raw -454190.249073 + Penalty 2657.235861 = -451533.013212 nChanged 120 SP:Iteration 6Q (2351.345277 sec): 3 clusters Score: Raw -454272.890131 + Penalty 2657.235861 = -451615.654269 nChanged 114 SP:Iteration 7Q (2351.363345 sec): 3 clusters Score: Raw -454339.012974 + Penalty 2657.235861 = -451681.777113 nChanged 94 SP:Iteration 8Q (2351.381091 sec): 3 clusters Score: Raw -454384.204909 + Penalty 2657.235861 = -451726.969047 nChanged 82 SP:Iteration 9Q (2351.399329 sec): 3 clusters Score: Raw -454435.160964 + Penalty 2657.235861 = -451777.925103 nChanged 85 SP:Iteration 10Q (2351.417025 sec): 3 clusters Score: Raw -454480.537444 + Penalty 2657.235861 = -451823.301583 nChanged 79 SP:Iteration 11Q (2351.434866 sec): 3 clusters Score: Raw -454526.509563 + Penalty 2657.235861 = -451869.273702 nChanged 78 SP:Iteration 12Q (2351.452879 sec): 3 clusters Score: Raw -454573.284828 + Penalty 2657.235861 = -451916.048967 nChanged 65 SP:Iteration 13Q (2351.469687 sec): 3 clusters Score: Raw -454602.203308 + Penalty 2657.235861 = -451944.967447 nChanged 49 SP:Iteration 14Q (2351.487648 sec): 3 clusters Score: Raw -454618.671884 + Penalty 2657.235861 = -451961.436023 nChanged 44 SP:Iteration 15Q (2351.505470 sec): 3 clusters Score: Raw -454634.635808 + Penalty 2657.235861 = -451977.399947 nChanged 45 SP:Iteration 16Q (2351.523382 sec): 3 clusters Score: Raw -454656.633751 + Penalty 2657.235861 = -451999.397890 nChanged 46 SP:Iteration 17Q (2351.540714 sec): 3 clusters Score: Raw -454678.973961 + Penalty 2657.235861 = -452021.738100 nChanged 47 SP:Iteration 18Q (2351.578160 sec): 3 clusters Score: Raw -454702.388592 + Penalty 2657.235861 = -452045.152731 nChanged 47 SP:Iteration 19Q (2351.627640 sec): 3 clusters Score: Raw -454730.468887 + Penalty 2657.235861 = -452073.233025 nChanged 57 SP:Iteration 20F (2351.676960 sec): 3 clusters Score: Raw -454766.745892 + Penalty 2657.235861 = -452109.510031 nChanged 55 SP:Iteration 21Q (2351.727062 sec): 3 clusters Score: Raw -454803.020951 + Penalty 2657.235861 = -452145.785090 nChanged 73 SP:Iteration 22Q (2351.776287 sec): 3 clusters Score: Raw -454850.172420 + Penalty 2657.235861 = -452192.936559 nChanged 74 SP:Iteration 23Q (2351.826408 sec): 3 clusters Score: Raw -454890.696202 + Penalty 2657.235861 = -452233.460341 nChanged 61 SP:Iteration 24Q (2351.878343 sec): 3 clusters Score: Raw -454928.328736 + Penalty 2657.235861 = -452271.092875 nChanged 77 SP:Iteration 25Q (2351.918914 sec): 3 clusters Score: Raw -454979.530644 + Penalty 2657.235861 = -452322.294783 nChanged 67 SP:Iteration 26Q (2351.962702 sec): 3 clusters Score: Raw -455021.479958 + Penalty 2657.235861 = -452364.244097 nChanged 64 SP:Iteration 27Q (2352.013707 sec): 3 clusters Score: Raw -455060.258453 + Penalty 2657.235861 = -452403.022592 nChanged 53 SP:Iteration 28Q (2352.065625 sec): 3 clusters Score: Raw -455087.184979 + Penalty 2657.235861 = -452429.949117 nChanged 46 SP:Iteration 29Q (2352.107336 sec): 3 clusters Score: Raw -455108.495176 + Penalty 2657.235861 = -452451.259314 nChanged 36 SP:Iteration 30Q (2352.160025 sec): 3 clusters Score: Raw -455122.948640 + Penalty 2657.235861 = -452465.712779 nChanged 34 SP:Iteration 31Q (2352.212777 sec): 3 clusters Score: Raw -455138.950746 + Penalty 2657.235861 = -452481.714885 nChanged 24 SP:Iteration 32Q (2352.265931 sec): 3 clusters Score: Raw -455146.627662 + Penalty 2657.235861 = -452489.391800 nChanged 21 SP:Iteration 33Q (2352.319457 sec): 3 clusters Score: Raw -455152.638066 + Penalty 2657.235861 = -452495.402205 nChanged 11 SP:Iteration 34Q (2352.355436 sec): 3 clusters Score: Raw -455155.175678 + Penalty 2657.235861 = -452497.939816 nChanged 9 SP:Iteration 35Q (2352.413302 sec): 3 clusters Score: Raw -455157.360137 + Penalty 2657.235861 = -452500.124275 nChanged 5 SP:Iteration 36Q (2352.474857 sec): 3 clusters Score: Raw -455158.538198 + Penalty 2657.235861 = -452501.302337 nChanged 3 SP:Iteration 37Q (2352.515401 sec): 3 clusters Score: Raw -455159.419350 + Penalty 2657.235861 = -452502.183488 nChanged 4 SP:Iteration 38Q (2352.568616 sec): 3 clusters Score: Raw -455160.150746 + Penalty 2657.235861 = -452502.914885 nChanged 3 SP:Iteration 39Q (2352.613570 sec): 3 clusters Score: Raw -455160.697971 + Penalty 2657.235861 = -452503.462110 nChanged 1 SP:Iteration 40F (2352.655472 sec): 3 clusters Score: Raw -455160.891107 + Penalty 2657.235861 = -452503.655246 nChanged 1 SP:Iteration 41Q (2352.708545 sec): 3 clusters Score: Raw -455161.123138 + Penalty 2657.235861 = -452503.887276 nChanged 1 SP:Iteration 42Q (2352.753467 sec): 3 clusters Score: Raw -455161.243297 + Penalty 2657.235861 = -452504.007436 nChanged 0 SP:Iteration 43F (2352.807232 sec): 3 clusters Score: Raw -455161.243297 + Penalty 2657.235861 = -452504.007436 nChanged 0 Trying to split cluster 5 (3628 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2352.836655 sec): 2 clusters Score: Raw -478716.999681 + Penalty 1331.920982 = -477385.078699 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2352.889829 sec): 3 clusters Score: Raw -476899.230025 + Penalty 2663.841964 = -474235.388061 nChanged 1392 SP:Iteration 1F (2352.942892 sec): 3 clusters Score: Raw -477704.980808 + Penalty 2663.841964 = -475041.138844 nChanged 281 SP:Iteration 2F (2352.983932 sec): 3 clusters Score: Raw -477874.522954 + Penalty 2663.841964 = -475210.680990 nChanged 210 SP:Iteration 3F (2353.030767 sec): 3 clusters Score: Raw -478004.664216 + Penalty 2663.841964 = -475340.822253 nChanged 182 SP:Iteration 4F (2353.084081 sec): 3 clusters Score: Raw -478126.285098 + Penalty 2663.841964 = -475462.443134 nChanged 152 SP:Iteration 5Q (2353.137015 sec): 3 clusters Score: Raw -478224.271886 + Penalty 2663.841964 = -475560.429923 nChanged 133 SP:Iteration 6Q (2353.177259 sec): 3 clusters Score: Raw -478303.868073 + Penalty 2663.841964 = -475640.026109 nChanged 127 SP:Iteration 7Q (2353.220764 sec): 3 clusters Score: Raw -478382.798367 + Penalty 2663.841964 = -475718.956404 nChanged 117 SP:Iteration 8Q (2353.274621 sec): 3 clusters Score: Raw -478460.699921 + Penalty 2663.841964 = -475796.857957 nChanged 108 SP:Iteration 9Q (2353.328572 sec): 3 clusters Score: Raw -478547.714786 + Penalty 2663.841964 = -475883.872822 nChanged 111 SP:Iteration 10Q (2353.369751 sec): 3 clusters Score: Raw -478635.294723 + Penalty 2663.841964 = -475971.452759 nChanged 113 SP:Iteration 11Q (2353.410471 sec): 3 clusters Score: Raw -478712.171169 + Penalty 2663.841964 = -476048.329205 nChanged 100 SP:Iteration 12Q (2353.436770 sec): 3 clusters Score: Raw -478772.733464 + Penalty 2663.841964 = -476108.891501 nChanged 75 SP:Iteration 13Q (2353.490294 sec): 3 clusters Score: Raw -478823.124783 + Penalty 2663.841964 = -476159.282819 nChanged 72 SP:Iteration 14Q (2353.556988 sec): 3 clusters Score: Raw -478877.808766 + Penalty 2663.841964 = -476213.966803 nChanged 72 SP:Iteration 15Q (2353.610160 sec): 3 clusters Score: Raw -478915.267533 + Penalty 2663.841964 = -476251.425570 nChanged 55 SP:Iteration 16Q (2353.654750 sec): 3 clusters Score: Raw -478939.854351 + Penalty 2663.841964 = -476276.012387 nChanged 33 SP:Iteration 17Q (2353.705390 sec): 3 clusters Score: Raw -478955.590221 + Penalty 2663.841964 = -476291.748257 nChanged 25 SP:Iteration 18Q (2353.748216 sec): 3 clusters Score: Raw -478969.573416 + Penalty 2663.841964 = -476305.731452 nChanged 35 SP:Iteration 19Q (2353.805507 sec): 3 clusters Score: Raw -478985.296494 + Penalty 2663.841964 = -476321.454530 nChanged 27 SP:Iteration 20F (2353.847865 sec): 3 clusters Score: Raw -478996.880168 + Penalty 2663.841964 = -476333.038204 nChanged 23 SP:Iteration 21Q (2353.881241 sec): 3 clusters Score: Raw -479009.777666 + Penalty 2663.841964 = -476345.935702 nChanged 27 SP:Iteration 22Q (2353.930870 sec): 3 clusters Score: Raw -479017.365863 + Penalty 2663.841964 = -476353.523899 nChanged 19 SP:Iteration 23Q (2353.973857 sec): 3 clusters Score: Raw -479023.008512 + Penalty 2663.841964 = -476359.166549 nChanged 12 SP:Iteration 24Q (2354.026525 sec): 3 clusters Score: Raw -479026.725866 + Penalty 2663.841964 = -476362.883902 nChanged 3 SP:Iteration 25Q (2354.072849 sec): 3 clusters Score: Raw -479028.025539 + Penalty 2663.841964 = -476364.183575 nChanged 5 SP:Iteration 26Q (2354.118238 sec): 3 clusters Score: Raw -479030.011924 + Penalty 2663.841964 = -476366.169960 nChanged 9 SP:Iteration 27Q (2354.162993 sec): 3 clusters Score: Raw -479032.211522 + Penalty 2663.841964 = -476368.369558 nChanged 6 SP:Iteration 28Q (2354.216842 sec): 3 clusters Score: Raw -479033.671382 + Penalty 2663.841964 = -476369.829418 nChanged 2 SP:Iteration 29Q (2354.245555 sec): 3 clusters Score: Raw -479034.091241 + Penalty 2663.841964 = -476370.249277 nChanged 2 SP:Iteration 30Q (2354.294038 sec): 3 clusters Score: Raw -479035.192055 + Penalty 2663.841964 = -476371.350091 nChanged 4 SP:Iteration 31Q (2354.339203 sec): 3 clusters Score: Raw -479036.489200 + Penalty 2663.841964 = -476372.647237 nChanged 4 SP:Iteration 32Q (2354.384819 sec): 3 clusters Score: Raw -479037.692648 + Penalty 2663.841964 = -476373.850684 nChanged 5 SP:Iteration 33Q (2354.428720 sec): 3 clusters Score: Raw -479038.761643 + Penalty 2663.841964 = -476374.919680 nChanged 4 SP:Iteration 34Q (2354.482218 sec): 3 clusters Score: Raw -479040.417918 + Penalty 2663.841964 = -476376.575954 nChanged 12 SP:Iteration 35Q (2354.519796 sec): 3 clusters Score: Raw -479044.140205 + Penalty 2663.841964 = -476380.298242 nChanged 12 SP:Iteration 36Q (2354.565713 sec): 3 clusters Score: Raw -479047.234863 + Penalty 2663.841964 = -476383.392899 nChanged 6 SP:Iteration 37Q (2354.621649 sec): 3 clusters Score: Raw -479048.707084 + Penalty 2663.841964 = -476384.865120 nChanged 5 SP:Iteration 38Q (2354.662339 sec): 3 clusters Score: Raw -479049.604932 + Penalty 2663.841964 = -476385.762968 nChanged 2 SP:Iteration 39Q (2354.719107 sec): 3 clusters Score: Raw -479049.931448 + Penalty 2663.841964 = -476386.089485 nChanged 3 SP:Iteration 40F (2354.758701 sec): 3 clusters Score: Raw -479050.273282 + Penalty 2663.841964 = -476386.431319 nChanged 1 SP:Iteration 41Q (2354.805242 sec): 3 clusters Score: Raw -479050.467693 + Penalty 2663.841964 = -476386.625730 nChanged 1 SP:Iteration 42Q (2354.848394 sec): 3 clusters Score: Raw -479050.839903 + Penalty 2663.841964 = -476386.997939 nChanged 0 SP:Iteration 43F (2354.908635 sec): 3 clusters Score: Raw -479050.839903 + Penalty 2663.841964 = -476386.997939 nChanged 0 Trying to split cluster 6 (4623 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2354.926479 sec): 2 clusters Score: Raw -626148.043670 + Penalty 1371.304858 = -624776.738812 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2354.970709 sec): 3 clusters Score: Raw -623804.568353 + Penalty 2742.609715 = -621061.958637 nChanged 1818 SP:Iteration 1F (2355.019593 sec): 3 clusters Score: Raw -624750.375984 + Penalty 2742.609715 = -622007.766269 nChanged 352 SP:Iteration 2F (2355.068894 sec): 3 clusters Score: Raw -624923.214162 + Penalty 2742.609715 = -622180.604447 nChanged 233 SP:Iteration 3F (2355.119902 sec): 3 clusters Score: Raw -625028.690082 + Penalty 2742.609715 = -622286.080367 nChanged 160 SP:Iteration 4Q (2355.169303 sec): 3 clusters Score: Raw -625093.783025 + Penalty 2742.609715 = -622351.173309 nChanged 130 SP:Iteration 5Q (2355.227761 sec): 3 clusters Score: Raw -625146.122200 + Penalty 2742.609715 = -622403.512484 nChanged 121 SP:Iteration 6Q (2355.266235 sec): 3 clusters Score: Raw -625198.966207 + Penalty 2742.609715 = -622456.356492 nChanged 126 SP:Iteration 7Q (2355.313387 sec): 3 clusters Score: Raw -625251.160650 + Penalty 2742.609715 = -622508.550934 nChanged 112 SP:Iteration 8Q (2355.372331 sec): 3 clusters Score: Raw -625294.162971 + Penalty 2742.609715 = -622551.553256 nChanged 82 SP:Iteration 9Q (2355.412744 sec): 3 clusters Score: Raw -625323.491410 + Penalty 2742.609715 = -622580.881694 nChanged 93 SP:Iteration 10Q (2355.461276 sec): 3 clusters Score: Raw -625351.834192 + Penalty 2742.609715 = -622609.224476 nChanged 75 SP:Iteration 11Q (2355.520219 sec): 3 clusters Score: Raw -625374.625038 + Penalty 2742.609715 = -622632.015323 nChanged 74 SP:Iteration 12Q (2355.561778 sec): 3 clusters Score: Raw -625397.731340 + Penalty 2742.609715 = -622655.121624 nChanged 69 SP:Iteration 13Q (2355.616476 sec): 3 clusters Score: Raw -625419.626645 + Penalty 2742.609715 = -622677.016930 nChanged 60 SP:Iteration 14Q (2355.658067 sec): 3 clusters Score: Raw -625439.201742 + Penalty 2742.609715 = -622696.592026 nChanged 56 SP:Iteration 15Q (2355.706175 sec): 3 clusters Score: Raw -625460.022010 + Penalty 2742.609715 = -622717.412295 nChanged 62 SP:Iteration 16Q (2355.766966 sec): 3 clusters Score: Raw -625486.238816 + Penalty 2742.609715 = -622743.629100 nChanged 72 SP:Iteration 17Q (2355.807156 sec): 3 clusters Score: Raw -625515.259647 + Penalty 2742.609715 = -622772.649931 nChanged 71 SP:Iteration 18Q (2355.856310 sec): 3 clusters Score: Raw -625547.652770 + Penalty 2742.609715 = -622805.043054 nChanged 84 SP:Iteration 19Q (2355.905265 sec): 3 clusters Score: Raw -625581.466121 + Penalty 2742.609715 = -622838.856405 nChanged 84 SP:Iteration 20F (2355.966630 sec): 3 clusters Score: Raw -625623.434080 + Penalty 2742.609715 = -622880.824364 nChanged 104 SP:Iteration 21Q (2355.999400 sec): 3 clusters Score: Raw -625675.648754 + Penalty 2742.609715 = -622933.039038 nChanged 110 SP:Iteration 22Q (2356.050020 sec): 3 clusters Score: Raw -625735.127208 + Penalty 2742.609715 = -622992.517493 nChanged 105 SP:Iteration 23Q (2356.108448 sec): 3 clusters Score: Raw -625799.806767 + Penalty 2742.609715 = -623057.197052 nChanged 104 SP:Iteration 24Q (2356.149784 sec): 3 clusters Score: Raw -625869.113931 + Penalty 2742.609715 = -623126.504215 nChanged 103 SP:Iteration 25Q (2356.206950 sec): 3 clusters Score: Raw -625932.408106 + Penalty 2742.609715 = -623189.798391 nChanged 86 SP:Iteration 26Q (2356.249489 sec): 3 clusters Score: Raw -625986.493487 + Penalty 2742.609715 = -623243.883772 nChanged 78 SP:Iteration 27Q (2356.289251 sec): 3 clusters Score: Raw -626039.162185 + Penalty 2742.609715 = -623296.552470 nChanged 75 SP:Iteration 28Q (2356.338321 sec): 3 clusters Score: Raw -626094.996700 + Penalty 2742.609715 = -623352.386984 nChanged 83 SP:Iteration 29Q (2356.386640 sec): 3 clusters Score: Raw -626160.209080 + Penalty 2742.609715 = -623417.599365 nChanged 71 SP:Iteration 30Q (2356.435159 sec): 3 clusters Score: Raw -626214.942768 + Penalty 2742.609715 = -623472.333053 nChanged 59 SP:Iteration 31Q (2356.483111 sec): 3 clusters Score: Raw -626256.549622 + Penalty 2742.609715 = -623513.939907 nChanged 52 SP:Iteration 32Q (2356.530861 sec): 3 clusters Score: Raw -626289.389085 + Penalty 2742.609715 = -623546.779370 nChanged 49 SP:Iteration 33Q (2356.577995 sec): 3 clusters Score: Raw -626320.510458 + Penalty 2742.609715 = -623577.900742 nChanged 33 SP:Iteration 34Q (2356.627831 sec): 3 clusters Score: Raw -626339.647768 + Penalty 2742.609715 = -623597.038052 nChanged 31 SP:Iteration 35Q (2356.674889 sec): 3 clusters Score: Raw -626360.685215 + Penalty 2742.609715 = -623618.075499 nChanged 19 SP:Iteration 36Q (2356.726735 sec): 3 clusters Score: Raw -626374.070719 + Penalty 2742.609715 = -623631.461003 nChanged 22 SP:Iteration 37Q (2356.769015 sec): 3 clusters Score: Raw -626386.624130 + Penalty 2742.609715 = -623644.014415 nChanged 22 SP:Iteration 38Q (2356.832427 sec): 3 clusters Score: Raw -626399.569842 + Penalty 2742.609715 = -623656.960126 nChanged 18 SP:Iteration 39Q (2356.876419 sec): 3 clusters Score: Raw -626408.254380 + Penalty 2742.609715 = -623665.644665 nChanged 12 SP:Iteration 40F (2356.902369 sec): 3 clusters Score: Raw -626414.269761 + Penalty 2742.609715 = -623671.660046 nChanged 5 SP:Iteration 41Q (2356.946871 sec): 3 clusters Score: Raw -626415.469580 + Penalty 2742.609715 = -623672.859865 nChanged 6 SP:Iteration 42Q (2356.966148 sec): 3 clusters Score: Raw -626417.421157 + Penalty 2742.609715 = -623674.811442 nChanged 4 SP:Iteration 43Q (2356.985427 sec): 3 clusters Score: Raw -626418.883879 + Penalty 2742.609715 = -623676.274163 nChanged 3 SP:Iteration 44Q (2357.004766 sec): 3 clusters Score: Raw -626420.175378 + Penalty 2742.609715 = -623677.565663 nChanged 4 SP:Iteration 45Q (2357.024029 sec): 3 clusters Score: Raw -626421.893207 + Penalty 2742.609715 = -623679.283492 nChanged 7 SP:Iteration 46Q (2357.043190 sec): 3 clusters Score: Raw -626423.947194 + Penalty 2742.609715 = -623681.337479 nChanged 1 SP:Iteration 47Q (2357.062395 sec): 3 clusters Score: Raw -626424.164013 + Penalty 2742.609715 = -623681.554298 nChanged 0 SP:Iteration 48F (2357.082673 sec): 3 clusters Score: Raw -626424.164013 + Penalty 2742.609715 = -623681.554298 nChanged 0 Trying to split cluster 7 (1774 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2357.097925 sec): 2 clusters Score: Raw -214549.735993 + Penalty 1215.661226 = -213334.074767 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2357.110460 sec): 3 clusters Score: Raw -213859.849910 + Penalty 2431.322453 = -211428.527457 nChanged 617 SP:Iteration 1F (2357.125994 sec): 3 clusters Score: Raw -214308.490344 + Penalty 2431.322453 = -211877.167891 nChanged 153 SP:Iteration 2F (2357.134894 sec): 3 clusters Score: Raw -214438.588090 + Penalty 2431.322453 = -212007.265637 nChanged 93 SP:Iteration 3F (2357.145753 sec): 3 clusters Score: Raw -214512.762521 + Penalty 2431.322453 = -212081.440068 nChanged 64 SP:Iteration 4Q (2357.154691 sec): 3 clusters Score: Raw -214574.391439 + Penalty 2431.322453 = -212143.068986 nChanged 71 SP:Iteration 5Q (2357.163801 sec): 3 clusters Score: Raw -214661.562706 + Penalty 2431.322453 = -212230.240253 nChanged 72 SP:Iteration 6Q (2357.179880 sec): 3 clusters Score: Raw -214733.027240 + Penalty 2431.322453 = -212301.704787 nChanged 68 SP:Iteration 7Q (2357.188836 sec): 3 clusters Score: Raw -214803.359402 + Penalty 2431.322453 = -212372.036949 nChanged 70 SP:Iteration 8Q (2357.199176 sec): 3 clusters Score: Raw -214868.521039 + Penalty 2431.322453 = -212437.198586 nChanged 58 SP:Iteration 9Q (2357.208144 sec): 3 clusters Score: Raw -214928.082813 + Penalty 2431.322453 = -212496.760360 nChanged 51 SP:Iteration 10Q (2357.217048 sec): 3 clusters Score: Raw -214997.279515 + Penalty 2431.322453 = -212565.957062 nChanged 62 SP:Iteration 11Q (2357.225967 sec): 3 clusters Score: Raw -215064.978331 + Penalty 2431.322453 = -212633.655879 nChanged 53 SP:Iteration 12Q (2357.234779 sec): 3 clusters Score: Raw -215107.798444 + Penalty 2431.322453 = -212676.475991 nChanged 34 SP:Iteration 13Q (2357.243709 sec): 3 clusters Score: Raw -215133.166930 + Penalty 2431.322453 = -212701.844477 nChanged 19 SP:Iteration 14Q (2357.252588 sec): 3 clusters Score: Raw -215143.953754 + Penalty 2431.322453 = -212712.631301 nChanged 16 SP:Iteration 15Q (2357.261457 sec): 3 clusters Score: Raw -215154.943420 + Penalty 2431.322453 = -212723.620967 nChanged 16 SP:Iteration 16Q (2357.270288 sec): 3 clusters Score: Raw -215168.366229 + Penalty 2431.322453 = -212737.043776 nChanged 14 SP:Iteration 17Q (2357.279210 sec): 3 clusters Score: Raw -215176.408941 + Penalty 2431.322453 = -212745.086488 nChanged 8 SP:Iteration 18Q (2357.288077 sec): 3 clusters Score: Raw -215182.611957 + Penalty 2431.322453 = -212751.289504 nChanged 6 SP:Iteration 19Q (2357.296951 sec): 3 clusters Score: Raw -215186.169066 + Penalty 2431.322453 = -212754.846613 nChanged 4 SP:Iteration 20F (2357.305943 sec): 3 clusters Score: Raw -215188.729448 + Penalty 2431.322453 = -212757.406995 nChanged 1 SP:Iteration 21Q (2357.314848 sec): 3 clusters Score: Raw -215189.271392 + Penalty 2431.322453 = -212757.948939 nChanged 0 SP:Iteration 22F (2357.323777 sec): 3 clusters Score: Raw -215189.271392 + Penalty 2431.322453 = -212757.948939 nChanged 0 Trying to split cluster 8 (33571 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2357.379302 sec): 2 clusters Score: Raw -4358668.181036 + Penalty 1693.480405 = -4356974.700631 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2357.447550 sec): 3 clusters Score: Raw -4337910.553625 + Penalty 3386.960810 = -4334523.592815 nChanged 15487 SP:Iteration 1F (2357.516041 sec): 3 clusters Score: Raw -4346866.250684 + Penalty 3386.960810 = -4343479.289874 nChanged 1667 SP:Iteration 2Q (2357.588484 sec): 3 clusters Score: Raw -4347584.857974 + Penalty 3386.960810 = -4344197.897164 nChanged 1620 SP:Iteration 3Q (2357.653324 sec): 3 clusters Score: Raw -4348392.632861 + Penalty 3386.960810 = -4345005.672051 nChanged 1764 SP:Iteration 4F (2357.725535 sec): 3 clusters Score: Raw -4349364.535239 + Penalty 3386.960810 = -4345977.574429 nChanged 1863 SP:Iteration 5F (2357.789187 sec): 3 clusters Score: Raw -4350406.490294 + Penalty 3386.960810 = -4347019.529484 nChanged 1826 SP:Iteration 6F (2357.852754 sec): 3 clusters Score: Raw -4351379.017579 + Penalty 3386.960810 = -4347992.056768 nChanged 1733 SP:Iteration 7F (2357.916859 sec): 3 clusters Score: Raw -4352264.685089 + Penalty 3386.960810 = -4348877.724279 nChanged 1580 SP:Iteration 8Q (2357.981492 sec): 3 clusters Score: Raw -4353042.393915 + Penalty 3386.960810 = -4349655.433105 nChanged 1423 SP:Iteration 9Q (2358.061607 sec): 3 clusters Score: Raw -4353725.965950 + Penalty 3386.960810 = -4350339.005140 nChanged 1223 SP:Iteration 10Q (2358.125093 sec): 3 clusters Score: Raw -4354312.327277 + Penalty 3386.960810 = -4350925.366467 nChanged 1064 SP:Iteration 11Q (2358.194905 sec): 3 clusters Score: Raw -4354784.560127 + Penalty 3386.960810 = -4351397.599316 nChanged 893 SP:Iteration 12Q (2358.257108 sec): 3 clusters Score: Raw -4355124.857746 + Penalty 3386.960810 = -4351737.896936 nChanged 754 SP:Iteration 13Q (2358.326856 sec): 3 clusters Score: Raw -4355370.562630 + Penalty 3386.960810 = -4351983.601819 nChanged 573 SP:Iteration 14Q (2358.416791 sec): 3 clusters Score: Raw -4355536.301234 + Penalty 3386.960810 = -4352149.340424 nChanged 447 SP:Iteration 15Q (2358.479721 sec): 3 clusters Score: Raw -4355652.225018 + Penalty 3386.960810 = -4352265.264207 nChanged 406 SP:Iteration 16Q (2358.542751 sec): 3 clusters Score: Raw -4355746.753676 + Penalty 3386.960810 = -4352359.792866 nChanged 365 SP:Iteration 17Q (2358.605878 sec): 3 clusters Score: Raw -4355827.488445 + Penalty 3386.960810 = -4352440.527635 nChanged 347 SP:Iteration 18Q (2358.670375 sec): 3 clusters Score: Raw -4355895.144982 + Penalty 3386.960810 = -4352508.184171 nChanged 317 SP:Iteration 19Q (2358.734022 sec): 3 clusters Score: Raw -4355961.746940 + Penalty 3386.960810 = -4352574.786129 nChanged 324 SP:Iteration 20F (2358.796684 sec): 3 clusters Score: Raw -4356031.798567 + Penalty 3386.960810 = -4352644.837757 nChanged 350 SP:Iteration 21Q (2358.866771 sec): 3 clusters Score: Raw -4356116.272786 + Penalty 3386.960810 = -4352729.311975 nChanged 357 SP:Iteration 22Q (2358.953787 sec): 3 clusters Score: Raw -4356209.776003 + Penalty 3386.960810 = -4352822.815193 nChanged 375 SP:Iteration 23Q (2359.017409 sec): 3 clusters Score: Raw -4356302.158614 + Penalty 3386.960810 = -4352915.197804 nChanged 386 SP:Iteration 24Q (2359.079078 sec): 3 clusters Score: Raw -4356406.284356 + Penalty 3386.960810 = -4353019.323546 nChanged 413 SP:Iteration 25Q (2359.177276 sec): 3 clusters Score: Raw -4356523.925531 + Penalty 3386.960810 = -4353136.964720 nChanged 408 SP:Iteration 26Q (2359.275817 sec): 3 clusters Score: Raw -4356648.155732 + Penalty 3386.960810 = -4353261.194922 nChanged 433 SP:Iteration 27Q (2359.376154 sec): 3 clusters Score: Raw -4356797.629617 + Penalty 3386.960810 = -4353410.668807 nChanged 501 SP:Iteration 28Q (2359.465328 sec): 3 clusters Score: Raw -4356975.947386 + Penalty 3386.960810 = -4353588.986575 nChanged 469 SP:Iteration 29Q (2359.554326 sec): 3 clusters Score: Raw -4357137.638918 + Penalty 3386.960810 = -4353750.678108 nChanged 470 SP:Iteration 30Q (2359.651885 sec): 3 clusters Score: Raw -4357312.123366 + Penalty 3386.960810 = -4353925.162555 nChanged 456 SP:Iteration 31Q (2359.750766 sec): 3 clusters Score: Raw -4357490.381894 + Penalty 3386.960810 = -4354103.421083 nChanged 463 SP:Iteration 32Q (2359.834770 sec): 3 clusters Score: Raw -4357677.539515 + Penalty 3386.960810 = -4354290.578704 nChanged 410 SP:Iteration 33Q (2359.922905 sec): 3 clusters Score: Raw -4357831.742752 + Penalty 3386.960810 = -4354444.781942 nChanged 415 SP:Iteration 34Q (2360.012146 sec): 3 clusters Score: Raw -4357976.347261 + Penalty 3386.960810 = -4354589.386451 nChanged 381 SP:Iteration 35Q (2360.103452 sec): 3 clusters Score: Raw -4358108.734218 + Penalty 3386.960810 = -4354721.773408 nChanged 363 SP:Iteration 36Q (2360.188814 sec): 3 clusters Score: Raw -4358224.576669 + Penalty 3386.960810 = -4354837.615859 nChanged 309 SP:Iteration 37Q (2360.279770 sec): 3 clusters Score: Raw -4358309.685492 + Penalty 3386.960810 = -4354922.724681 nChanged 279 SP:Iteration 38Q (2360.370299 sec): 3 clusters Score: Raw -4358386.583935 + Penalty 3386.960810 = -4354999.623124 nChanged 269 SP:Iteration 39Q (2360.468710 sec): 3 clusters Score: Raw -4358450.420781 + Penalty 3386.960810 = -4355063.459971 nChanged 224 SP:Iteration 40F (2360.562515 sec): 3 clusters Score: Raw -4358511.286815 + Penalty 3386.960810 = -4355124.326004 nChanged 232 SP:Iteration 41Q (2360.644467 sec): 3 clusters Score: Raw -4358570.300207 + Penalty 3386.960810 = -4355183.339397 nChanged 216 SP:Iteration 42Q (2360.739601 sec): 3 clusters Score: Raw -4358619.655400 + Penalty 3386.960810 = -4355232.694590 nChanged 201 SP:Iteration 43Q (2360.832458 sec): 3 clusters Score: Raw -4358663.353931 + Penalty 3386.960810 = -4355276.393121 nChanged 193 SP:Iteration 44Q (2360.910204 sec): 3 clusters Score: Raw -4358707.536651 + Penalty 3386.960810 = -4355320.575840 nChanged 189 SP:Iteration 45Q (2361.003182 sec): 3 clusters Score: Raw -4358751.127679 + Penalty 3386.960810 = -4355364.166869 nChanged 183 SP:Iteration 46Q (2361.094149 sec): 3 clusters Score: Raw -4358788.033574 + Penalty 3386.960810 = -4355401.072764 nChanged 147 SP:Iteration 47Q (2361.185519 sec): 3 clusters Score: Raw -4358818.493279 + Penalty 3386.960810 = -4355431.532468 nChanged 143 SP:Iteration 48Q (2361.269541 sec): 3 clusters Score: Raw -4358847.230008 + Penalty 3386.960810 = -4355460.269197 nChanged 134 SP:Iteration 49Q (2361.367489 sec): 3 clusters Score: Raw -4358872.298079 + Penalty 3386.960810 = -4355485.337268 nChanged 115 SP:Iteration 50Q (2361.455195 sec): 3 clusters Score: Raw -4358895.016545 + Penalty 3386.960810 = -4355508.055734 nChanged 121 SP:Iteration 51Q (2361.533116 sec): 3 clusters Score: Raw -4358919.601004 + Penalty 3386.960810 = -4355532.640194 nChanged 118 SP:Iteration 52Q (2361.625456 sec): 3 clusters Score: Raw -4358941.729937 + Penalty 3386.960810 = -4355554.769127 nChanged 116 SP:Iteration 53Q (2361.714180 sec): 3 clusters Score: Raw -4358964.363444 + Penalty 3386.960810 = -4355577.402634 nChanged 87 SP:Iteration 54Q (2361.792888 sec): 3 clusters Score: Raw -4358978.856077 + Penalty 3386.960810 = -4355591.895266 nChanged 89 SP:Iteration 55Q (2361.885028 sec): 3 clusters Score: Raw -4358994.836266 + Penalty 3386.960810 = -4355607.875456 nChanged 84 SP:Iteration 56Q (2361.975036 sec): 3 clusters Score: Raw -4359008.384924 + Penalty 3386.960810 = -4355621.424114 nChanged 82 SP:Iteration 57Q (2362.054201 sec): 3 clusters Score: Raw -4359021.955396 + Penalty 3386.960810 = -4355634.994585 nChanged 88 SP:Iteration 58Q (2362.145216 sec): 3 clusters Score: Raw -4359036.160432 + Penalty 3386.960810 = -4355649.199621 nChanged 88 SP:Iteration 59Q (2362.229282 sec): 3 clusters Score: Raw -4359050.062784 + Penalty 3386.960810 = -4355663.101973 nChanged 84 SP:Iteration 60F (2362.315855 sec): 3 clusters Score: Raw -4359063.571252 + Penalty 3386.960810 = -4355676.610442 nChanged 64 SP:Iteration 61Q (2362.405912 sec): 3 clusters Score: Raw -4359071.458877 + Penalty 3386.960810 = -4355684.498067 nChanged 54 SP:Iteration 62Q (2362.479469 sec): 3 clusters Score: Raw -4359078.942415 + Penalty 3386.960810 = -4355691.981605 nChanged 53 SP:Iteration 63Q (2362.576461 sec): 3 clusters Score: Raw -4359085.935766 + Penalty 3386.960810 = -4355698.974956 nChanged 51 SP:Iteration 64Q (2362.662306 sec): 3 clusters Score: Raw -4359092.643013 + Penalty 3386.960810 = -4355705.682202 nChanged 49 SP:Iteration 65Q (2362.743496 sec): 3 clusters Score: Raw -4359099.320706 + Penalty 3386.960810 = -4355712.359895 nChanged 45 SP:Iteration 66Q (2362.825869 sec): 3 clusters Score: Raw -4359104.496182 + Penalty 3386.960810 = -4355717.535372 nChanged 34 SP:Iteration 67Q (2362.908252 sec): 3 clusters Score: Raw -4359109.271991 + Penalty 3386.960810 = -4355722.311181 nChanged 39 SP:Iteration 68Q (2362.996192 sec): 3 clusters Score: Raw -4359114.202271 + Penalty 3386.960810 = -4355727.241461 nChanged 47 SP:Iteration 69Q (2363.084234 sec): 3 clusters Score: Raw -4359121.337763 + Penalty 3386.960810 = -4355734.376952 nChanged 42 SP:Iteration 70Q (2363.171632 sec): 3 clusters Score: Raw -4359127.518402 + Penalty 3386.960810 = -4355740.557591 nChanged 39 SP:Iteration 71Q (2363.259928 sec): 3 clusters Score: Raw -4359132.378827 + Penalty 3386.960810 = -4355745.418017 nChanged 38 SP:Iteration 72Q (2363.343506 sec): 3 clusters Score: Raw -4359137.614769 + Penalty 3386.960810 = -4355750.653959 nChanged 30 SP:Iteration 73Q (2363.426450 sec): 3 clusters Score: Raw -4359143.422945 + Penalty 3386.960810 = -4355756.462135 nChanged 46 SP:Iteration 74Q (2363.505367 sec): 3 clusters Score: Raw -4359152.944340 + Penalty 3386.960810 = -4355765.983530 nChanged 59 SP:Iteration 75Q (2363.595728 sec): 3 clusters Score: Raw -4359162.076757 + Penalty 3386.960810 = -4355775.115947 nChanged 39 SP:Iteration 76Q (2363.685235 sec): 3 clusters Score: Raw -4359168.241292 + Penalty 3386.960810 = -4355781.280481 nChanged 30 SP:Iteration 77Q (2363.745388 sec): 3 clusters Score: Raw -4359172.685846 + Penalty 3386.960810 = -4355785.725036 nChanged 28 SP:Iteration 78Q (2363.798873 sec): 3 clusters Score: Raw -4359176.382153 + Penalty 3386.960810 = -4355789.421342 nChanged 24 SP:Iteration 79Q (2363.854838 sec): 3 clusters Score: Raw -4359178.971619 + Penalty 3386.960810 = -4355792.010809 nChanged 28 SP:Iteration 80F (2363.918862 sec): 3 clusters Score: Raw -4359182.574586 + Penalty 3386.960810 = -4355795.613776 nChanged 26 SP:Iteration 81Q (2363.973193 sec): 3 clusters Score: Raw -4359185.172178 + Penalty 3386.960810 = -4355798.211368 nChanged 25 SP:Iteration 82Q (2364.034253 sec): 3 clusters Score: Raw -4359187.334675 + Penalty 3386.960810 = -4355800.373864 nChanged 13 SP:Iteration 83Q (2364.115343 sec): 3 clusters Score: Raw -4359188.493723 + Penalty 3386.960810 = -4355801.532912 nChanged 20 SP:Iteration 84Q (2364.176794 sec): 3 clusters Score: Raw -4359190.562311 + Penalty 3386.960810 = -4355803.601500 nChanged 14 SP:Iteration 85Q (2364.230751 sec): 3 clusters Score: Raw -4359191.724331 + Penalty 3386.960810 = -4355804.763521 nChanged 14 SP:Iteration 86Q (2364.290850 sec): 3 clusters Score: Raw -4359192.999575 + Penalty 3386.960810 = -4355806.038765 nChanged 15 SP:Iteration 87Q (2364.346217 sec): 3 clusters Score: Raw -4359194.643754 + Penalty 3386.960810 = -4355807.682944 nChanged 21 SP:Iteration 88Q (2364.408726 sec): 3 clusters Score: Raw -4359197.004892 + Penalty 3386.960810 = -4355810.044081 nChanged 17 SP:Iteration 89Q (2364.461723 sec): 3 clusters Score: Raw -4359198.322963 + Penalty 3386.960810 = -4355811.362152 nChanged 10 SP:Iteration 90Q (2364.549030 sec): 3 clusters Score: Raw -4359199.591381 + Penalty 3386.960810 = -4355812.630571 nChanged 18 SP:Iteration 91Q (2364.609940 sec): 3 clusters Score: Raw -4359201.802838 + Penalty 3386.960810 = -4355814.842027 nChanged 15 SP:Iteration 92Q (2364.684616 sec): 3 clusters Score: Raw -4359203.308945 + Penalty 3386.960810 = -4355816.348135 nChanged 14 SP:Iteration 93Q (2364.743184 sec): 3 clusters Score: Raw -4359205.160585 + Penalty 3386.960810 = -4355818.199775 nChanged 20 SP:Iteration 94Q (2364.804062 sec): 3 clusters Score: Raw -4359207.827517 + Penalty 3386.960810 = -4355820.866707 nChanged 25 SP:Iteration 95Q (2364.863316 sec): 3 clusters Score: Raw -4359212.055430 + Penalty 3386.960810 = -4355825.094620 nChanged 36 SP:Iteration 96Q (2364.920768 sec): 3 clusters Score: Raw -4359218.132419 + Penalty 3386.960810 = -4355831.171608 nChanged 35 SP:Iteration 97Q (2364.979355 sec): 3 clusters Score: Raw -4359224.318367 + Penalty 3386.960810 = -4355837.357557 nChanged 39 SP:Iteration 98Q (2365.040905 sec): 3 clusters Score: Raw -4359230.770385 + Penalty 3386.960810 = -4355843.809575 nChanged 39 SP:Iteration 99Q (2365.104950 sec): 3 clusters Score: Raw -4359237.259525 + Penalty 3386.960810 = -4355850.298715 nChanged 30 SP:Iteration 100F (2365.169050 sec): 3 clusters Score: Raw -4359242.231623 + Penalty 3386.960810 = -4355855.270812 nChanged 26 SP:Iteration 101Q (2365.224992 sec): 3 clusters Score: Raw -4359247.447025 + Penalty 3386.960810 = -4355860.486214 nChanged 32 SP:Iteration 102Q (2365.284576 sec): 3 clusters Score: Raw -4359253.048037 + Penalty 3386.960810 = -4355866.087226 nChanged 28 SP:Iteration 103Q (2365.351116 sec): 3 clusters Score: Raw -4359257.015882 + Penalty 3386.960810 = -4355870.055072 nChanged 26 SP:Iteration 104Q (2365.409528 sec): 3 clusters Score: Raw -4359260.943572 + Penalty 3386.960810 = -4355873.982762 nChanged 21 SP:Iteration 105Q (2365.493451 sec): 3 clusters Score: Raw -4359264.698249 + Penalty 3386.960810 = -4355877.737439 nChanged 26 SP:Iteration 106Q (2365.584643 sec): 3 clusters Score: Raw -4359268.379801 + Penalty 3386.960810 = -4355881.418991 nChanged 25 SP:Iteration 107Q (2365.637700 sec): 3 clusters Score: Raw -4359272.322454 + Penalty 3386.960810 = -4355885.361643 nChanged 25 SP:Iteration 108Q (2365.716465 sec): 3 clusters Score: Raw -4359275.085387 + Penalty 3386.960810 = -4355888.124576 nChanged 14 SP:Iteration 109Q (2365.804243 sec): 3 clusters Score: Raw -4359276.543589 + Penalty 3386.960810 = -4355889.582779 nChanged 11 SP:Iteration 110Q (2365.892034 sec): 3 clusters Score: Raw -4359277.424877 + Penalty 3386.960810 = -4355890.464067 nChanged 8 SP:Iteration 111Q (2365.978396 sec): 3 clusters Score: Raw -4359278.510450 + Penalty 3386.960810 = -4355891.549640 nChanged 9 SP:Iteration 112Q (2366.065557 sec): 3 clusters Score: Raw -4359279.269466 + Penalty 3386.960810 = -4355892.308656 nChanged 5 SP:Iteration 113Q (2366.151882 sec): 3 clusters Score: Raw -4359279.772910 + Penalty 3386.960810 = -4355892.812100 nChanged 3 SP:Iteration 114Q (2366.237729 sec): 3 clusters Score: Raw -4359279.947616 + Penalty 3386.960810 = -4355892.986806 nChanged 2 SP:Iteration 115Q (2366.320162 sec): 3 clusters Score: Raw -4359280.475724 + Penalty 3386.960810 = -4355893.514913 nChanged 6 SP:Iteration 116Q (2366.409185 sec): 3 clusters Score: Raw -4359281.224241 + Penalty 3386.960810 = -4355894.263431 nChanged 8 SP:Iteration 117Q (2366.497163 sec): 3 clusters Score: Raw -4359281.899438 + Penalty 3386.960810 = -4355894.938628 nChanged 7 SP:Iteration 118Q (2366.576448 sec): 3 clusters Score: Raw -4359282.716266 + Penalty 3386.960810 = -4355895.755456 nChanged 9 SP:Iteration 119Q (2366.664473 sec): 3 clusters Score: Raw -4359284.326667 + Penalty 3386.960810 = -4355897.365857 nChanged 6 SP:Iteration 120F (2366.764075 sec): 3 clusters Score: Raw -4359284.859404 + Penalty 3386.960810 = -4355897.898593 nChanged 4 SP:Iteration 121Q (2366.845721 sec): 3 clusters Score: Raw -4359285.170657 + Penalty 3386.960810 = -4355898.209846 nChanged 4 SP:Iteration 122Q (2366.927783 sec): 3 clusters Score: Raw -4359285.666259 + Penalty 3386.960810 = -4355898.705448 nChanged 8 SP:Iteration 123Q (2367.011812 sec): 3 clusters Score: Raw -4359286.451414 + Penalty 3386.960810 = -4355899.490604 nChanged 4 SP:Iteration 124Q (2367.090708 sec): 3 clusters Score: Raw -4359286.859912 + Penalty 3386.960810 = -4355899.899102 nChanged 1 SP:Iteration 125Q (2367.164360 sec): 3 clusters Score: Raw -4359286.934799 + Penalty 3386.960810 = -4355899.973988 nChanged 0 SP:Iteration 126F (2367.258125 sec): 3 clusters Score: Raw -4359286.934799 + Penalty 3386.960810 = -4355899.973988 nChanged 0 Trying to split cluster 9 (11486 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2367.289891 sec): 2 clusters Score: Raw -1555686.027613 + Penalty 1519.193679 = -1554166.833934 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2367.353207 sec): 3 clusters Score: Raw -1549110.948875 + Penalty 3038.387359 = -1546072.561516 nChanged 5008 SP:Iteration 1F (2367.416330 sec): 3 clusters Score: Raw -1551824.237331 + Penalty 3038.387359 = -1548785.849972 nChanged 731 SP:Iteration 2F (2367.478740 sec): 3 clusters Score: Raw -1552165.769163 + Penalty 3038.387359 = -1549127.381804 nChanged 662 SP:Iteration 3F (2367.542825 sec): 3 clusters Score: Raw -1552527.953664 + Penalty 3038.387359 = -1549489.566305 nChanged 613 SP:Iteration 4F (2367.611406 sec): 3 clusters Score: Raw -1552891.927072 + Penalty 3038.387359 = -1549853.539713 nChanged 596 SP:Iteration 5F (2367.658055 sec): 3 clusters Score: Raw -1553234.571280 + Penalty 3038.387359 = -1550196.183921 nChanged 558 SP:Iteration 6Q (2367.719078 sec): 3 clusters Score: Raw -1553545.424475 + Penalty 3038.387359 = -1550507.037116 nChanged 537 SP:Iteration 7Q (2367.780890 sec): 3 clusters Score: Raw -1553851.338859 + Penalty 3038.387359 = -1550812.951500 nChanged 538 SP:Iteration 8Q (2367.843064 sec): 3 clusters Score: Raw -1554122.678321 + Penalty 3038.387359 = -1551084.290962 nChanged 453 SP:Iteration 9Q (2367.908021 sec): 3 clusters Score: Raw -1554324.427159 + Penalty 3038.387359 = -1551286.039800 nChanged 368 SP:Iteration 10Q (2367.966863 sec): 3 clusters Score: Raw -1554470.850491 + Penalty 3038.387359 = -1551432.463132 nChanged 292 SP:Iteration 11Q (2368.025306 sec): 3 clusters Score: Raw -1554568.546879 + Penalty 3038.387359 = -1551530.159520 nChanged 226 SP:Iteration 12Q (2368.085652 sec): 3 clusters Score: Raw -1554634.879982 + Penalty 3038.387359 = -1551596.492623 nChanged 172 SP:Iteration 13Q (2368.156910 sec): 3 clusters Score: Raw -1554677.133719 + Penalty 3038.387359 = -1551638.746360 nChanged 153 SP:Iteration 14Q (2368.205828 sec): 3 clusters Score: Raw -1554717.825955 + Penalty 3038.387359 = -1551679.438596 nChanged 146 SP:Iteration 15Q (2368.277071 sec): 3 clusters Score: Raw -1554756.505630 + Penalty 3038.387359 = -1551718.118271 nChanged 116 SP:Iteration 16Q (2368.325577 sec): 3 clusters Score: Raw -1554787.433986 + Penalty 3038.387359 = -1551749.046627 nChanged 121 SP:Iteration 17Q (2368.387580 sec): 3 clusters Score: Raw -1554820.604712 + Penalty 3038.387359 = -1551782.217353 nChanged 113 SP:Iteration 18Q (2368.452192 sec): 3 clusters Score: Raw -1554848.858594 + Penalty 3038.387359 = -1551810.471235 nChanged 110 SP:Iteration 19Q (2368.509839 sec): 3 clusters Score: Raw -1554877.702390 + Penalty 3038.387359 = -1551839.315031 nChanged 114 SP:Iteration 20F (2368.572978 sec): 3 clusters Score: Raw -1554907.024860 + Penalty 3038.387359 = -1551868.637501 nChanged 114 SP:Iteration 21Q (2368.635910 sec): 3 clusters Score: Raw -1554938.660415 + Penalty 3038.387359 = -1551900.273056 nChanged 127 SP:Iteration 22Q (2368.698468 sec): 3 clusters Score: Raw -1554975.882113 + Penalty 3038.387359 = -1551937.494754 nChanged 140 SP:Iteration 23Q (2368.759815 sec): 3 clusters Score: Raw -1555015.594909 + Penalty 3038.387359 = -1551977.207550 nChanged 147 SP:Iteration 24Q (2368.821520 sec): 3 clusters Score: Raw -1555067.725220 + Penalty 3038.387359 = -1552029.337861 nChanged 175 SP:Iteration 25Q (2368.883521 sec): 3 clusters Score: Raw -1555127.559491 + Penalty 3038.387359 = -1552089.172132 nChanged 159 SP:Iteration 26Q (2368.946665 sec): 3 clusters Score: Raw -1555179.513195 + Penalty 3038.387359 = -1552141.125836 nChanged 151 SP:Iteration 27Q (2369.018441 sec): 3 clusters Score: Raw -1555225.454912 + Penalty 3038.387359 = -1552187.067553 nChanged 140 SP:Iteration 28Q (2369.070071 sec): 3 clusters Score: Raw -1555269.746364 + Penalty 3038.387359 = -1552231.359005 nChanged 142 SP:Iteration 29Q (2369.132429 sec): 3 clusters Score: Raw -1555312.367791 + Penalty 3038.387359 = -1552273.980432 nChanged 144 SP:Iteration 30Q (2369.194421 sec): 3 clusters Score: Raw -1555360.771583 + Penalty 3038.387359 = -1552322.384224 nChanged 149 SP:Iteration 31Q (2369.266605 sec): 3 clusters Score: Raw -1555406.452888 + Penalty 3038.387359 = -1552368.065529 nChanged 143 SP:Iteration 32Q (2369.320504 sec): 3 clusters Score: Raw -1555449.362410 + Penalty 3038.387359 = -1552410.975051 nChanged 144 SP:Iteration 33Q (2369.385796 sec): 3 clusters Score: Raw -1555495.865105 + Penalty 3038.387359 = -1552457.477746 nChanged 145 SP:Iteration 34Q (2369.445581 sec): 3 clusters Score: Raw -1555548.237760 + Penalty 3038.387359 = -1552509.850401 nChanged 149 SP:Iteration 35Q (2369.512723 sec): 3 clusters Score: Raw -1555602.615879 + Penalty 3038.387359 = -1552564.228520 nChanged 143 SP:Iteration 36Q (2369.571429 sec): 3 clusters Score: Raw -1555660.447300 + Penalty 3038.387359 = -1552622.059941 nChanged 157 SP:Iteration 37Q (2369.638210 sec): 3 clusters Score: Raw -1555727.317320 + Penalty 3038.387359 = -1552688.929961 nChanged 174 SP:Iteration 38Q (2369.705427 sec): 3 clusters Score: Raw -1555813.491740 + Penalty 3038.387359 = -1552775.104381 nChanged 187 SP:Iteration 39Q (2369.772195 sec): 3 clusters Score: Raw -1555905.844168 + Penalty 3038.387359 = -1552867.456809 nChanged 158 SP:Iteration 40F (2369.840754 sec): 3 clusters Score: Raw -1555990.755508 + Penalty 3038.387359 = -1552952.368149 nChanged 145 SP:Iteration 41Q (2369.907287 sec): 3 clusters Score: Raw -1556057.927112 + Penalty 3038.387359 = -1553019.539753 nChanged 129 SP:Iteration 42Q (2369.967115 sec): 3 clusters Score: Raw -1556119.274285 + Penalty 3038.387359 = -1553080.886926 nChanged 115 SP:Iteration 43Q (2370.033446 sec): 3 clusters Score: Raw -1556176.826053 + Penalty 3038.387359 = -1553138.438694 nChanged 110 SP:Iteration 44Q (2370.096169 sec): 3 clusters Score: Raw -1556225.366831 + Penalty 3038.387359 = -1553186.979472 nChanged 88 SP:Iteration 45Q (2370.155097 sec): 3 clusters Score: Raw -1556258.919673 + Penalty 3038.387359 = -1553220.532314 nChanged 71 SP:Iteration 46Q (2370.222193 sec): 3 clusters Score: Raw -1556289.896700 + Penalty 3038.387359 = -1553251.509341 nChanged 70 SP:Iteration 47Q (2370.288478 sec): 3 clusters Score: Raw -1556318.584467 + Penalty 3038.387359 = -1553280.197108 nChanged 72 SP:Iteration 48Q (2370.352395 sec): 3 clusters Score: Raw -1556346.955688 + Penalty 3038.387359 = -1553308.568329 nChanged 63 SP:Iteration 49Q (2370.418365 sec): 3 clusters Score: Raw -1556373.549806 + Penalty 3038.387359 = -1553335.162447 nChanged 46 SP:Iteration 50Q (2370.484015 sec): 3 clusters Score: Raw -1556393.644720 + Penalty 3038.387359 = -1553355.257361 nChanged 51 SP:Iteration 51Q (2370.549807 sec): 3 clusters Score: Raw -1556420.128832 + Penalty 3038.387359 = -1553381.741473 nChanged 48 SP:Iteration 52Q (2370.615303 sec): 3 clusters Score: Raw -1556441.883941 + Penalty 3038.387359 = -1553403.496582 nChanged 51 SP:Iteration 53Q (2370.680156 sec): 3 clusters Score: Raw -1556463.052803 + Penalty 3038.387359 = -1553424.665444 nChanged 44 SP:Iteration 54Q (2370.745523 sec): 3 clusters Score: Raw -1556480.819027 + Penalty 3038.387359 = -1553442.431668 nChanged 43 SP:Iteration 55Q (2370.805013 sec): 3 clusters Score: Raw -1556497.075058 + Penalty 3038.387359 = -1553458.687699 nChanged 37 SP:Iteration 56Q (2370.866859 sec): 3 clusters Score: Raw -1556510.042346 + Penalty 3038.387359 = -1553471.654987 nChanged 29 SP:Iteration 57Q (2370.927356 sec): 3 clusters Score: Raw -1556519.206180 + Penalty 3038.387359 = -1553480.818821 nChanged 28 SP:Iteration 58Q (2370.988026 sec): 3 clusters Score: Raw -1556529.202661 + Penalty 3038.387359 = -1553490.815302 nChanged 23 SP:Iteration 59Q (2371.030974 sec): 3 clusters Score: Raw -1556536.205922 + Penalty 3038.387359 = -1553497.818563 nChanged 24 SP:Iteration 60F (2371.082634 sec): 3 clusters Score: Raw -1556542.624120 + Penalty 3038.387359 = -1553504.236761 nChanged 14 SP:Iteration 61Q (2371.115871 sec): 3 clusters Score: Raw -1556546.148949 + Penalty 3038.387359 = -1553507.761590 nChanged 9 SP:Iteration 62Q (2371.144693 sec): 3 clusters Score: Raw -1556549.091617 + Penalty 3038.387359 = -1553510.704258 nChanged 10 SP:Iteration 63Q (2371.179221 sec): 3 clusters Score: Raw -1556551.226085 + Penalty 3038.387359 = -1553512.838726 nChanged 8 SP:Iteration 64Q (2371.207979 sec): 3 clusters Score: Raw -1556553.106574 + Penalty 3038.387359 = -1553514.719215 nChanged 6 SP:Iteration 65Q (2371.237112 sec): 3 clusters Score: Raw -1556554.393241 + Penalty 3038.387359 = -1553516.005882 nChanged 7 SP:Iteration 66Q (2371.265743 sec): 3 clusters Score: Raw -1556556.334697 + Penalty 3038.387359 = -1553517.947338 nChanged 5 SP:Iteration 67Q (2371.300644 sec): 3 clusters Score: Raw -1556558.150594 + Penalty 3038.387359 = -1553519.763235 nChanged 8 SP:Iteration 68Q (2371.329267 sec): 3 clusters Score: Raw -1556560.078567 + Penalty 3038.387359 = -1553521.691208 nChanged 7 SP:Iteration 69Q (2371.365004 sec): 3 clusters Score: Raw -1556561.622304 + Penalty 3038.387359 = -1553523.234945 nChanged 9 SP:Iteration 70Q (2371.393838 sec): 3 clusters Score: Raw -1556564.002440 + Penalty 3038.387359 = -1553525.615081 nChanged 6 SP:Iteration 71Q (2371.422523 sec): 3 clusters Score: Raw -1556565.382167 + Penalty 3038.387359 = -1553526.994808 nChanged 2 SP:Iteration 72Q (2371.452166 sec): 3 clusters Score: Raw -1556565.763904 + Penalty 3038.387359 = -1553527.376545 nChanged 2 SP:Iteration 73Q (2371.486765 sec): 3 clusters Score: Raw -1556565.973114 + Penalty 3038.387359 = -1553527.585755 nChanged 0 SP:Iteration 74F (2371.563409 sec): 3 clusters Score: Raw -1556565.973114 + Penalty 3038.387359 = -1553527.585755 nChanged 0 Trying to split cluster 10 (2513 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2371.573474 sec): 2 clusters Score: Raw -309826.484034 + Penalty 1272.250287 = -308554.233747 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2371.593122 sec): 3 clusters Score: Raw -308722.896259 + Penalty 2544.500575 = -306178.395684 nChanged 924 SP:Iteration 1F (2371.611671 sec): 3 clusters Score: Raw -309450.530497 + Penalty 2544.500575 = -306906.029922 nChanged 247 SP:Iteration 2F (2371.629144 sec): 3 clusters Score: Raw -309767.846774 + Penalty 2544.500575 = -307223.346199 nChanged 192 SP:Iteration 3F (2371.644539 sec): 3 clusters Score: Raw -310011.857180 + Penalty 2544.500575 = -307467.356605 nChanged 153 SP:Iteration 4F (2371.657415 sec): 3 clusters Score: Raw -310188.314761 + Penalty 2544.500575 = -307643.814186 nChanged 122 SP:Iteration 5Q (2371.670184 sec): 3 clusters Score: Raw -310289.028924 + Penalty 2544.500575 = -307744.528349 nChanged 81 SP:Iteration 6Q (2371.682160 sec): 3 clusters Score: Raw -310358.866983 + Penalty 2544.500575 = -307814.366409 nChanged 63 SP:Iteration 7Q (2371.700137 sec): 3 clusters Score: Raw -310405.160949 + Penalty 2544.500575 = -307860.660374 nChanged 39 SP:Iteration 8Q (2371.717452 sec): 3 clusters Score: Raw -310430.009145 + Penalty 2544.500575 = -307885.508570 nChanged 31 SP:Iteration 9Q (2371.733398 sec): 3 clusters Score: Raw -310447.396260 + Penalty 2544.500575 = -307902.895686 nChanged 24 SP:Iteration 10Q (2371.751554 sec): 3 clusters Score: Raw -310465.019782 + Penalty 2544.500575 = -307920.519207 nChanged 23 SP:Iteration 11Q (2371.768907 sec): 3 clusters Score: Raw -310480.119599 + Penalty 2544.500575 = -307935.619025 nChanged 24 SP:Iteration 12Q (2371.802107 sec): 3 clusters Score: Raw -310494.677551 + Penalty 2544.500575 = -307950.176976 nChanged 25 SP:Iteration 13Q (2371.816581 sec): 3 clusters Score: Raw -310508.230845 + Penalty 2544.500575 = -307963.730270 nChanged 18 SP:Iteration 14Q (2371.831767 sec): 3 clusters Score: Raw -310519.098239 + Penalty 2544.500575 = -307974.597664 nChanged 15 SP:Iteration 15Q (2371.850504 sec): 3 clusters Score: Raw -310526.313029 + Penalty 2544.500575 = -307981.812455 nChanged 15 SP:Iteration 16Q (2371.867487 sec): 3 clusters Score: Raw -310533.879322 + Penalty 2544.500575 = -307989.378747 nChanged 11 SP:Iteration 17Q (2371.880137 sec): 3 clusters Score: Raw -310539.399761 + Penalty 2544.500575 = -307994.899186 nChanged 12 SP:Iteration 18Q (2371.892694 sec): 3 clusters Score: Raw -310544.590170 + Penalty 2544.500575 = -308000.089595 nChanged 8 SP:Iteration 19Q (2371.905368 sec): 3 clusters Score: Raw -310549.365403 + Penalty 2544.500575 = -308004.864829 nChanged 11 SP:Iteration 20F (2371.918241 sec): 3 clusters Score: Raw -310553.887568 + Penalty 2544.500575 = -308009.386994 nChanged 4 SP:Iteration 21Q (2371.956692 sec): 3 clusters Score: Raw -310555.163781 + Penalty 2544.500575 = -308010.663206 nChanged 2 SP:Iteration 22Q (2371.969488 sec): 3 clusters Score: Raw -310555.982493 + Penalty 2544.500575 = -308011.481918 nChanged 1 SP:Iteration 23Q (2371.985985 sec): 3 clusters Score: Raw -310556.558249 + Penalty 2544.500575 = -308012.057674 nChanged 0 SP:Iteration 24F (2372.003773 sec): 3 clusters Score: Raw -310556.558249 + Penalty 2544.500575 = -308012.057674 nChanged 0 Trying to split cluster 11 (213622 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2372.269303 sec): 2 clusters Score: Raw -28351649.254884 + Penalty 1994.194049 = -28349655.060835 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2372.638618 sec): 3 clusters Score: Raw -28209563.397844 + Penalty 3988.388098 = -28205575.009746 nChanged 103804 SP:Iteration 1F (2372.968717 sec): 3 clusters Score: Raw -28273153.230827 + Penalty 3988.388098 = -28269164.842730 nChanged 8495 SP:Iteration 2Q (2373.326042 sec): 3 clusters Score: Raw -28275930.957890 + Penalty 3988.388098 = -28271942.569792 nChanged 9633 SP:Iteration 3Q (2373.714438 sec): 3 clusters Score: Raw -28279829.860777 + Penalty 3988.388098 = -28275841.472679 nChanged 10730 SP:Iteration 4F (2374.077059 sec): 3 clusters Score: Raw -28285048.326618 + Penalty 3988.388098 = -28281059.938521 nChanged 11890 SP:Iteration 5F (2374.420280 sec): 3 clusters Score: Raw -28291662.436869 + Penalty 3988.388098 = -28287674.048772 nChanged 12314 SP:Iteration 6F (2374.780077 sec): 3 clusters Score: Raw -28299208.476819 + Penalty 3988.388098 = -28295220.088721 nChanged 12005 SP:Iteration 7F (2375.137873 sec): 3 clusters Score: Raw -28307152.365670 + Penalty 3988.388098 = -28303163.977572 nChanged 11088 SP:Iteration 8F (2375.495188 sec): 3 clusters Score: Raw -28314636.066369 + Penalty 3988.388098 = -28310647.678271 nChanged 9510 SP:Iteration 9Q (2375.869698 sec): 3 clusters Score: Raw -28320730.269994 + Penalty 3988.388098 = -28316741.881897 nChanged 7506 SP:Iteration 10Q (2376.199542 sec): 3 clusters Score: Raw -28324683.206770 + Penalty 3988.388098 = -28320694.818672 nChanged 5574 SP:Iteration 11Q (2376.530427 sec): 3 clusters Score: Raw -28327279.083349 + Penalty 3988.388098 = -28323290.695252 nChanged 4860 SP:Iteration 12Q (2376.857137 sec): 3 clusters Score: Raw -28329515.361122 + Penalty 3988.388098 = -28325526.973024 nChanged 4678 SP:Iteration 13Q (2377.179183 sec): 3 clusters Score: Raw -28331688.250131 + Penalty 3988.388098 = -28327699.862034 nChanged 4649 SP:Iteration 14Q (2377.499885 sec): 3 clusters Score: Raw -28333929.321449 + Penalty 3988.388098 = -28329940.933351 nChanged 4546 SP:Iteration 15Q (2377.821967 sec): 3 clusters Score: Raw -28336280.041628 + Penalty 3988.388098 = -28332291.653531 nChanged 4493 SP:Iteration 16Q (2378.153515 sec): 3 clusters Score: Raw -28338770.931543 + Penalty 3988.388098 = -28334782.543445 nChanged 4214 SP:Iteration 17Q (2378.490814 sec): 3 clusters Score: Raw -28341241.915583 + Penalty 3988.388098 = -28337253.527485 nChanged 3825 SP:Iteration 18Q (2378.817107 sec): 3 clusters Score: Raw -28343591.194259 + Penalty 3988.388098 = -28339602.806162 nChanged 3330 SP:Iteration 19Q (2379.127125 sec): 3 clusters Score: Raw -28345703.968913 + Penalty 3988.388098 = -28341715.580816 nChanged 2700 SP:Iteration 20F (2379.478633 sec): 3 clusters Score: Raw -28347468.482733 + Penalty 3988.388098 = -28343480.094636 nChanged 2221 SP:Iteration 21Q (2379.781510 sec): 3 clusters Score: Raw -28348892.589665 + Penalty 3988.388098 = -28344904.201567 nChanged 1709 SP:Iteration 22Q (2380.086375 sec): 3 clusters Score: Raw -28349951.948992 + Penalty 3988.388098 = -28345963.560894 nChanged 1235 SP:Iteration 23Q (2380.389665 sec): 3 clusters Score: Raw -28350698.591460 + Penalty 3988.388098 = -28346710.203362 nChanged 924 SP:Iteration 24Q (2380.690061 sec): 3 clusters Score: Raw -28351210.452974 + Penalty 3988.388098 = -28347222.064876 nChanged 607 SP:Iteration 25Q (2380.988721 sec): 3 clusters Score: Raw -28351508.294369 + Penalty 3988.388098 = -28347519.906271 nChanged 458 SP:Iteration 26Q (2381.274867 sec): 3 clusters Score: Raw -28351701.515028 + Penalty 3988.388098 = -28347713.126931 nChanged 335 SP:Iteration 27Q (2381.537559 sec): 3 clusters Score: Raw -28351836.694013 + Penalty 3988.388098 = -28347848.305915 nChanged 264 SP:Iteration 28Q (2381.804119 sec): 3 clusters Score: Raw -28351938.442773 + Penalty 3988.388098 = -28347950.054676 nChanged 212 SP:Iteration 29Q (2382.070734 sec): 3 clusters Score: Raw -28352022.846660 + Penalty 3988.388098 = -28348034.458562 nChanged 170 SP:Iteration 30Q (2382.347297 sec): 3 clusters Score: Raw -28352084.460081 + Penalty 3988.388098 = -28348096.071983 nChanged 148 SP:Iteration 31Q (2382.612770 sec): 3 clusters Score: Raw -28352139.214728 + Penalty 3988.388098 = -28348150.826631 nChanged 142 SP:Iteration 32Q (2382.907795 sec): 3 clusters Score: Raw -28352185.157345 + Penalty 3988.388098 = -28348196.769247 nChanged 115 SP:Iteration 33Q (2383.197195 sec): 3 clusters Score: Raw -28352223.002188 + Penalty 3988.388098 = -28348234.614090 nChanged 98 SP:Iteration 34Q (2383.492124 sec): 3 clusters Score: Raw -28352254.285548 + Penalty 3988.388098 = -28348265.897450 nChanged 71 SP:Iteration 35Q (2383.786100 sec): 3 clusters Score: Raw -28352277.752504 + Penalty 3988.388098 = -28348289.364407 nChanged 73 SP:Iteration 36Q (2384.081581 sec): 3 clusters Score: Raw -28352304.025823 + Penalty 3988.388098 = -28348315.637726 nChanged 72 SP:Iteration 37Q (2384.376625 sec): 3 clusters Score: Raw -28352328.678124 + Penalty 3988.388098 = -28348340.290026 nChanged 58 SP:Iteration 38Q (2384.671456 sec): 3 clusters Score: Raw -28352346.020702 + Penalty 3988.388098 = -28348357.632604 nChanged 43 SP:Iteration 39Q (2384.967285 sec): 3 clusters Score: Raw -28352357.176715 + Penalty 3988.388098 = -28348368.788618 nChanged 35 SP:Iteration 40F (2385.325259 sec): 3 clusters Score: Raw -28352367.347440 + Penalty 3988.388098 = -28348378.959343 nChanged 38 SP:Iteration 41Q (2385.612903 sec): 3 clusters Score: Raw -28352378.830524 + Penalty 3988.388098 = -28348390.442426 nChanged 35 SP:Iteration 42Q (2385.907260 sec): 3 clusters Score: Raw -28352388.874472 + Penalty 3988.388098 = -28348400.486375 nChanged 34 SP:Iteration 43Q (2386.191642 sec): 3 clusters Score: Raw -28352399.151078 + Penalty 3988.388098 = -28348410.762981 nChanged 32 SP:Iteration 44Q (2386.460171 sec): 3 clusters Score: Raw -28352406.797784 + Penalty 3988.388098 = -28348418.409686 nChanged 20 SP:Iteration 45Q (2386.745040 sec): 3 clusters Score: Raw -28352410.763831 + Penalty 3988.388098 = -28348422.375733 nChanged 15 SP:Iteration 46Q (2387.006745 sec): 3 clusters Score: Raw -28352415.614274 + Penalty 3988.388098 = -28348427.226177 nChanged 24 SP:Iteration 47Q (2387.282277 sec): 3 clusters Score: Raw -28352422.554717 + Penalty 3988.388098 = -28348434.166619 nChanged 25 SP:Iteration 48Q (2387.571920 sec): 3 clusters Score: Raw -28352429.755373 + Penalty 3988.388098 = -28348441.367275 nChanged 20 SP:Iteration 49Q (2387.865055 sec): 3 clusters Score: Raw -28352433.985158 + Penalty 3988.388098 = -28348445.597060 nChanged 20 SP:Iteration 50Q (2388.123940 sec): 3 clusters Score: Raw -28352438.720144 + Penalty 3988.388098 = -28348450.332046 nChanged 16 SP:Iteration 51Q (2388.417914 sec): 3 clusters Score: Raw -28352442.929939 + Penalty 3988.388098 = -28348454.541841 nChanged 14 SP:Iteration 52Q (2388.714629 sec): 3 clusters Score: Raw -28352446.438815 + Penalty 3988.388098 = -28348458.050718 nChanged 13 SP:Iteration 53Q (2389.003709 sec): 3 clusters Score: Raw -28352449.437431 + Penalty 3988.388098 = -28348461.049333 nChanged 14 SP:Iteration 54Q (2389.298048 sec): 3 clusters Score: Raw -28352453.352999 + Penalty 3988.388098 = -28348464.964901 nChanged 13 SP:Iteration 55Q (2389.592244 sec): 3 clusters Score: Raw -28352456.226966 + Penalty 3988.388098 = -28348467.838868 nChanged 15 SP:Iteration 56Q (2389.888547 sec): 3 clusters Score: Raw -28352460.946455 + Penalty 3988.388098 = -28348472.558357 nChanged 10 SP:Iteration 57Q (2390.184936 sec): 3 clusters Score: Raw -28352463.279412 + Penalty 3988.388098 = -28348474.891314 nChanged 12 SP:Iteration 58Q (2390.479211 sec): 3 clusters Score: Raw -28352466.652970 + Penalty 3988.388098 = -28348478.264872 nChanged 8 SP:Iteration 59Q (2390.772626 sec): 3 clusters Score: Raw -28352468.392002 + Penalty 3988.388098 = -28348480.003905 nChanged 9 SP:Iteration 60F (2391.091926 sec): 3 clusters Score: Raw -28352470.196516 + Penalty 3988.388098 = -28348481.808419 nChanged 9 SP:Iteration 61Q (2391.351970 sec): 3 clusters Score: Raw -28352471.543162 + Penalty 3988.388098 = -28348483.155065 nChanged 4 SP:Iteration 62Q (2391.620937 sec): 3 clusters Score: Raw -28352472.135620 + Penalty 3988.388098 = -28348483.747523 nChanged 1 SP:Iteration 63Q (2391.879863 sec): 3 clusters Score: Raw -28352472.226679 + Penalty 3988.388098 = -28348483.838581 nChanged 0 SP:Iteration 64F (2392.202086 sec): 3 clusters Score: Raw -28352472.226679 + Penalty 3988.388098 = -28348483.838581 nChanged 0 Trying to split cluster 12 (8801 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2392.227127 sec): 2 clusters Score: Raw -1171783.585867 + Penalty 1475.925852 = -1170307.660014 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2392.258549 sec): 3 clusters Score: Raw -1166852.222545 + Penalty 2951.851705 = -1163900.370841 nChanged 3713 SP:Iteration 1F (2392.320197 sec): 3 clusters Score: Raw -1168916.163023 + Penalty 2951.851705 = -1165964.311319 nChanged 653 SP:Iteration 2F (2392.363449 sec): 3 clusters Score: Raw -1169335.241557 + Penalty 2951.851705 = -1166383.389853 nChanged 620 SP:Iteration 3F (2392.390298 sec): 3 clusters Score: Raw -1169768.534377 + Penalty 2951.851705 = -1166816.682672 nChanged 599 SP:Iteration 4F (2392.416436 sec): 3 clusters Score: Raw -1170201.041460 + Penalty 2951.851705 = -1167249.189755 nChanged 558 SP:Iteration 5F (2392.469563 sec): 3 clusters Score: Raw -1170614.089108 + Penalty 2951.851705 = -1167662.237403 nChanged 477 SP:Iteration 6F (2392.501432 sec): 3 clusters Score: Raw -1170937.279005 + Penalty 2951.851705 = -1167985.427300 nChanged 431 SP:Iteration 7Q (2392.559934 sec): 3 clusters Score: Raw -1171170.446493 + Penalty 2951.851705 = -1168218.594788 nChanged 290 SP:Iteration 8Q (2392.586078 sec): 3 clusters Score: Raw -1171307.718033 + Penalty 2951.851705 = -1168355.866328 nChanged 231 SP:Iteration 9Q (2392.612142 sec): 3 clusters Score: Raw -1171405.531304 + Penalty 2951.851705 = -1168453.679600 nChanged 180 SP:Iteration 10Q (2392.667329 sec): 3 clusters Score: Raw -1171473.734496 + Penalty 2951.851705 = -1168521.882791 nChanged 140 SP:Iteration 11Q (2392.729305 sec): 3 clusters Score: Raw -1171519.880830 + Penalty 2951.851705 = -1168568.029126 nChanged 120 SP:Iteration 12Q (2392.789911 sec): 3 clusters Score: Raw -1171555.349427 + Penalty 2951.851705 = -1168603.497722 nChanged 100 SP:Iteration 13Q (2392.851874 sec): 3 clusters Score: Raw -1171584.569646 + Penalty 2951.851705 = -1168632.717941 nChanged 84 SP:Iteration 14Q (2392.912558 sec): 3 clusters Score: Raw -1171607.413739 + Penalty 2951.851705 = -1168655.562034 nChanged 64 SP:Iteration 15Q (2392.976244 sec): 3 clusters Score: Raw -1171629.255485 + Penalty 2951.851705 = -1168677.403780 nChanged 72 SP:Iteration 16Q (2393.038581 sec): 3 clusters Score: Raw -1171647.265745 + Penalty 2951.851705 = -1168695.414040 nChanged 62 SP:Iteration 17Q (2393.098429 sec): 3 clusters Score: Raw -1171662.211870 + Penalty 2951.851705 = -1168710.360166 nChanged 49 SP:Iteration 18Q (2393.151857 sec): 3 clusters Score: Raw -1171675.970075 + Penalty 2951.851705 = -1168724.118370 nChanged 52 SP:Iteration 19Q (2393.201776 sec): 3 clusters Score: Raw -1171688.013982 + Penalty 2951.851705 = -1168736.162277 nChanged 50 SP:Iteration 20F (2393.259129 sec): 3 clusters Score: Raw -1171701.252703 + Penalty 2951.851705 = -1168749.400999 nChanged 48 SP:Iteration 21Q (2393.321200 sec): 3 clusters Score: Raw -1171716.316750 + Penalty 2951.851705 = -1168764.465045 nChanged 54 SP:Iteration 22Q (2393.372231 sec): 3 clusters Score: Raw -1171732.911786 + Penalty 2951.851705 = -1168781.060081 nChanged 51 SP:Iteration 23Q (2393.420879 sec): 3 clusters Score: Raw -1171743.636092 + Penalty 2951.851705 = -1168791.784387 nChanged 35 SP:Iteration 24Q (2393.476343 sec): 3 clusters Score: Raw -1171751.750613 + Penalty 2951.851705 = -1168799.898908 nChanged 30 SP:Iteration 25Q (2393.534038 sec): 3 clusters Score: Raw -1171759.481138 + Penalty 2951.851705 = -1168807.629433 nChanged 32 SP:Iteration 26Q (2393.599215 sec): 3 clusters Score: Raw -1171769.323450 + Penalty 2951.851705 = -1168817.471745 nChanged 38 SP:Iteration 27Q (2393.644331 sec): 3 clusters Score: Raw -1171780.331896 + Penalty 2951.851705 = -1168828.480191 nChanged 40 SP:Iteration 28Q (2393.705219 sec): 3 clusters Score: Raw -1171790.701879 + Penalty 2951.851705 = -1168838.850174 nChanged 42 SP:Iteration 29Q (2393.757339 sec): 3 clusters Score: Raw -1171802.300169 + Penalty 2951.851705 = -1168850.448464 nChanged 37 SP:Iteration 30Q (2393.823419 sec): 3 clusters Score: Raw -1171811.747503 + Penalty 2951.851705 = -1168859.895799 nChanged 36 SP:Iteration 31Q (2393.880604 sec): 3 clusters Score: Raw -1171818.294221 + Penalty 2951.851705 = -1168866.442516 nChanged 31 SP:Iteration 32Q (2393.936686 sec): 3 clusters Score: Raw -1171824.622391 + Penalty 2951.851705 = -1168872.770686 nChanged 35 SP:Iteration 33Q (2393.982966 sec): 3 clusters Score: Raw -1171833.919716 + Penalty 2951.851705 = -1168882.068011 nChanged 27 SP:Iteration 34Q (2394.049680 sec): 3 clusters Score: Raw -1171838.840432 + Penalty 2951.851705 = -1168886.988727 nChanged 23 SP:Iteration 35Q (2394.096766 sec): 3 clusters Score: Raw -1171843.430789 + Penalty 2951.851705 = -1168891.579084 nChanged 19 SP:Iteration 36Q (2394.147941 sec): 3 clusters Score: Raw -1171847.777294 + Penalty 2951.851705 = -1168895.925589 nChanged 24 SP:Iteration 37Q (2394.204536 sec): 3 clusters Score: Raw -1171851.769230 + Penalty 2951.851705 = -1168899.917525 nChanged 15 SP:Iteration 38Q (2394.260814 sec): 3 clusters Score: Raw -1171854.479197 + Penalty 2951.851705 = -1168902.627492 nChanged 9 SP:Iteration 39Q (2394.318668 sec): 3 clusters Score: Raw -1171856.588535 + Penalty 2951.851705 = -1168904.736830 nChanged 19 SP:Iteration 40F (2394.386334 sec): 3 clusters Score: Raw -1171860.112445 + Penalty 2951.851705 = -1168908.260741 nChanged 17 SP:Iteration 41Q (2394.432005 sec): 3 clusters Score: Raw -1171862.825819 + Penalty 2951.851705 = -1168910.974114 nChanged 19 SP:Iteration 42Q (2394.489114 sec): 3 clusters Score: Raw -1171866.758503 + Penalty 2951.851705 = -1168914.906798 nChanged 19 SP:Iteration 43Q (2394.555991 sec): 3 clusters Score: Raw -1171869.756569 + Penalty 2951.851705 = -1168917.904864 nChanged 15 SP:Iteration 44Q (2394.601962 sec): 3 clusters Score: Raw -1171872.307792 + Penalty 2951.851705 = -1168920.456087 nChanged 11 SP:Iteration 45Q (2394.658864 sec): 3 clusters Score: Raw -1171874.012499 + Penalty 2951.851705 = -1168922.160794 nChanged 11 SP:Iteration 46Q (2394.715898 sec): 3 clusters Score: Raw -1171875.370531 + Penalty 2951.851705 = -1168923.518826 nChanged 12 SP:Iteration 47Q (2394.773663 sec): 3 clusters Score: Raw -1171877.783842 + Penalty 2951.851705 = -1168925.932137 nChanged 13 SP:Iteration 48Q (2394.830008 sec): 3 clusters Score: Raw -1171880.529683 + Penalty 2951.851705 = -1168928.677978 nChanged 15 SP:Iteration 49Q (2394.895932 sec): 3 clusters Score: Raw -1171883.106253 + Penalty 2951.851705 = -1168931.254548 nChanged 17 SP:Iteration 50Q (2394.942140 sec): 3 clusters Score: Raw -1171886.472147 + Penalty 2951.851705 = -1168934.620442 nChanged 21 SP:Iteration 51Q (2394.998717 sec): 3 clusters Score: Raw -1171890.308560 + Penalty 2951.851705 = -1168938.456855 nChanged 25 SP:Iteration 52Q (2395.055282 sec): 3 clusters Score: Raw -1171897.722414 + Penalty 2951.851705 = -1168945.870709 nChanged 26 SP:Iteration 53Q (2395.108159 sec): 3 clusters Score: Raw -1171904.758469 + Penalty 2951.851705 = -1168952.906764 nChanged 19 SP:Iteration 54Q (2395.168440 sec): 3 clusters Score: Raw -1171907.941162 + Penalty 2951.851705 = -1168956.089457 nChanged 19 SP:Iteration 55Q (2395.225016 sec): 3 clusters Score: Raw -1171911.382081 + Penalty 2951.851705 = -1168959.530376 nChanged 13 SP:Iteration 56Q (2395.273447 sec): 3 clusters Score: Raw -1171913.571697 + Penalty 2951.851705 = -1168961.719992 nChanged 12 SP:Iteration 57Q (2395.334544 sec): 3 clusters Score: Raw -1171916.777039 + Penalty 2951.851705 = -1168964.925334 nChanged 14 SP:Iteration 58Q (2395.380551 sec): 3 clusters Score: Raw -1171920.243011 + Penalty 2951.851705 = -1168968.391306 nChanged 16 SP:Iteration 59Q (2395.437013 sec): 3 clusters Score: Raw -1171923.248786 + Penalty 2951.851705 = -1168971.397081 nChanged 11 SP:Iteration 60F (2395.505621 sec): 3 clusters Score: Raw -1171925.471632 + Penalty 2951.851705 = -1168973.619927 nChanged 14 SP:Iteration 61Q (2395.545584 sec): 3 clusters Score: Raw -1171928.444903 + Penalty 2951.851705 = -1168976.593198 nChanged 16 SP:Iteration 62Q (2395.599494 sec): 3 clusters Score: Raw -1171931.470748 + Penalty 2951.851705 = -1168979.619043 nChanged 16 SP:Iteration 63Q (2395.656478 sec): 3 clusters Score: Raw -1171934.798761 + Penalty 2951.851705 = -1168982.947056 nChanged 20 SP:Iteration 64Q (2395.724391 sec): 3 clusters Score: Raw -1171938.590671 + Penalty 2951.851705 = -1168986.738966 nChanged 19 SP:Iteration 65Q (2395.771801 sec): 3 clusters Score: Raw -1171942.098243 + Penalty 2951.851705 = -1168990.246538 nChanged 17 SP:Iteration 66Q (2395.817515 sec): 3 clusters Score: Raw -1171945.624187 + Penalty 2951.851705 = -1168993.772482 nChanged 17 SP:Iteration 67Q (2395.884345 sec): 3 clusters Score: Raw -1171949.422150 + Penalty 2951.851705 = -1168997.570445 nChanged 17 SP:Iteration 68Q (2395.941641 sec): 3 clusters Score: Raw -1171953.860320 + Penalty 2951.851705 = -1169002.008615 nChanged 19 SP:Iteration 69Q (2395.986943 sec): 3 clusters Score: Raw -1171958.228736 + Penalty 2951.851705 = -1169006.377031 nChanged 16 SP:Iteration 70Q (2396.054285 sec): 3 clusters Score: Raw -1171962.215165 + Penalty 2951.851705 = -1169010.363461 nChanged 20 SP:Iteration 71Q (2396.097805 sec): 3 clusters Score: Raw -1171965.848524 + Penalty 2951.851705 = -1169013.996819 nChanged 12 SP:Iteration 72Q (2396.149009 sec): 3 clusters Score: Raw -1171967.637083 + Penalty 2951.851705 = -1169015.785378 nChanged 9 SP:Iteration 73Q (2396.205485 sec): 3 clusters Score: Raw -1171970.597418 + Penalty 2951.851705 = -1169018.745713 nChanged 13 SP:Iteration 74Q (2396.263997 sec): 3 clusters Score: Raw -1171973.557769 + Penalty 2951.851705 = -1169021.706064 nChanged 18 SP:Iteration 75Q (2396.310324 sec): 3 clusters Score: Raw -1171978.824370 + Penalty 2951.851705 = -1169026.972665 nChanged 24 SP:Iteration 76Q (2396.366920 sec): 3 clusters Score: Raw -1171986.043886 + Penalty 2951.851705 = -1169034.192181 nChanged 23 SP:Iteration 77Q (2396.423520 sec): 3 clusters Score: Raw -1171992.007626 + Penalty 2951.851705 = -1169040.155921 nChanged 28 SP:Iteration 78Q (2396.490360 sec): 3 clusters Score: Raw -1171998.506727 + Penalty 2951.851705 = -1169046.655022 nChanged 19 SP:Iteration 79Q (2396.534410 sec): 3 clusters Score: Raw -1172003.086345 + Penalty 2951.851705 = -1169051.234640 nChanged 20 SP:Iteration 80F (2396.593085 sec): 3 clusters Score: Raw -1172009.942919 + Penalty 2951.851705 = -1169058.091214 nChanged 23 SP:Iteration 81Q (2396.649879 sec): 3 clusters Score: Raw -1172016.092263 + Penalty 2951.851705 = -1169064.240558 nChanged 21 SP:Iteration 82Q (2396.705936 sec): 3 clusters Score: Raw -1172020.860022 + Penalty 2951.851705 = -1169069.008317 nChanged 19 SP:Iteration 83Q (2396.762624 sec): 3 clusters Score: Raw -1172023.636341 + Penalty 2951.851705 = -1169071.784636 nChanged 9 SP:Iteration 84Q (2396.819366 sec): 3 clusters Score: Raw -1172025.144976 + Penalty 2951.851705 = -1169073.293271 nChanged 11 SP:Iteration 85Q (2396.886429 sec): 3 clusters Score: Raw -1172027.383026 + Penalty 2951.851705 = -1169075.531321 nChanged 10 SP:Iteration 86Q (2396.931593 sec): 3 clusters Score: Raw -1172030.080142 + Penalty 2951.851705 = -1169078.228437 nChanged 9 SP:Iteration 87Q (2396.989886 sec): 3 clusters Score: Raw -1172031.668636 + Penalty 2951.851705 = -1169079.816931 nChanged 5 SP:Iteration 88Q (2397.036038 sec): 3 clusters Score: Raw -1172032.745210 + Penalty 2951.851705 = -1169080.893506 nChanged 6 SP:Iteration 89Q (2397.093189 sec): 3 clusters Score: Raw -1172034.638870 + Penalty 2951.851705 = -1169082.787165 nChanged 13 SP:Iteration 90Q (2397.159931 sec): 3 clusters Score: Raw -1172037.376954 + Penalty 2951.851705 = -1169085.525249 nChanged 7 SP:Iteration 91Q (2397.215648 sec): 3 clusters Score: Raw -1172038.717922 + Penalty 2951.851705 = -1169086.866217 nChanged 4 SP:Iteration 92Q (2397.261796 sec): 3 clusters Score: Raw -1172039.556212 + Penalty 2951.851705 = -1169087.704507 nChanged 5 SP:Iteration 93Q (2397.329008 sec): 3 clusters Score: Raw -1172040.991670 + Penalty 2951.851705 = -1169089.139965 nChanged 8 SP:Iteration 94Q (2397.374664 sec): 3 clusters Score: Raw -1172042.553494 + Penalty 2951.851705 = -1169090.701789 nChanged 4 SP:Iteration 95Q (2397.430419 sec): 3 clusters Score: Raw -1172042.990689 + Penalty 2951.851705 = -1169091.138984 nChanged 2 SP:Iteration 96Q (2397.486233 sec): 3 clusters Score: Raw -1172043.725321 + Penalty 2951.851705 = -1169091.873616 nChanged 4 SP:Iteration 97Q (2397.541030 sec): 3 clusters Score: Raw -1172044.642291 + Penalty 2951.851705 = -1169092.790586 nChanged 3 SP:Iteration 98Q (2397.593017 sec): 3 clusters Score: Raw -1172045.130895 + Penalty 2951.851705 = -1169093.279190 nChanged 3 SP:Iteration 99Q (2397.649604 sec): 3 clusters Score: Raw -1172045.590239 + Penalty 2951.851705 = -1169093.738534 nChanged 2 SP:Iteration 100F (2397.707290 sec): 3 clusters Score: Raw -1172045.799396 + Penalty 2951.851705 = -1169093.947691 nChanged 2 SP:Iteration 101Q (2397.763671 sec): 3 clusters Score: Raw -1172046.011277 + Penalty 2951.851705 = -1169094.159572 nChanged 0 SP:Iteration 102F (2397.802813 sec): 3 clusters Score: Raw -1172046.011277 + Penalty 2951.851705 = -1169094.159572 nChanged 0 Trying to split cluster 13 (7216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2397.825069 sec): 2 clusters Score: Raw -979324.073825 + Penalty 1443.659110 = -977880.414715 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2397.850032 sec): 3 clusters Score: Raw -975426.834337 + Penalty 2887.318220 = -972539.516117 nChanged 3030 SP:Iteration 1F (2397.873891 sec): 3 clusters Score: Raw -976997.290024 + Penalty 2887.318220 = -974109.971803 nChanged 499 SP:Iteration 2F (2397.901694 sec): 3 clusters Score: Raw -977231.451730 + Penalty 2887.318220 = -974344.133510 nChanged 355 SP:Iteration 3Q (2397.925719 sec): 3 clusters Score: Raw -977393.840762 + Penalty 2887.318220 = -974506.522542 nChanged 333 SP:Iteration 4Q (2397.950041 sec): 3 clusters Score: Raw -977535.352238 + Penalty 2887.318220 = -974648.034018 nChanged 273 SP:Iteration 5Q (2397.980471 sec): 3 clusters Score: Raw -977668.712379 + Penalty 2887.318220 = -974781.394159 nChanged 255 SP:Iteration 6Q (2398.010353 sec): 3 clusters Score: Raw -977796.649711 + Penalty 2887.318220 = -974909.331491 nChanged 238 SP:Iteration 7Q (2398.039609 sec): 3 clusters Score: Raw -977921.055938 + Penalty 2887.318220 = -975033.737718 nChanged 262 SP:Iteration 8Q (2398.063487 sec): 3 clusters Score: Raw -978101.775102 + Penalty 2887.318220 = -975214.456882 nChanged 292 SP:Iteration 9Q (2398.089854 sec): 3 clusters Score: Raw -978381.011925 + Penalty 2887.318220 = -975493.693705 nChanged 317 SP:Iteration 10Q (2398.118936 sec): 3 clusters Score: Raw -978663.435678 + Penalty 2887.318220 = -975776.117458 nChanged 361 SP:Iteration 11F (2398.142669 sec): 3 clusters Score: Raw -978930.352997 + Penalty 2887.318220 = -976043.034777 nChanged 316 SP:Iteration 12Q (2398.172906 sec): 3 clusters Score: Raw -979112.425470 + Penalty 2887.318220 = -976225.107250 nChanged 250 SP:Iteration 13Q (2398.203068 sec): 3 clusters Score: Raw -979225.374154 + Penalty 2887.318220 = -976338.055934 nChanged 193 SP:Iteration 14Q (2398.232524 sec): 3 clusters Score: Raw -979306.342619 + Penalty 2887.318220 = -976419.024399 nChanged 152 SP:Iteration 15Q (2398.262421 sec): 3 clusters Score: Raw -979359.028523 + Penalty 2887.318220 = -976471.710303 nChanged 104 SP:Iteration 16Q (2398.285815 sec): 3 clusters Score: Raw -979388.329950 + Penalty 2887.318220 = -976501.011730 nChanged 84 SP:Iteration 17Q (2398.309543 sec): 3 clusters Score: Raw -979411.956858 + Penalty 2887.318220 = -976524.638638 nChanged 73 SP:Iteration 18Q (2398.339434 sec): 3 clusters Score: Raw -979433.593477 + Penalty 2887.318220 = -976546.275257 nChanged 65 SP:Iteration 19Q (2398.369129 sec): 3 clusters Score: Raw -979450.654964 + Penalty 2887.318220 = -976563.336744 nChanged 60 SP:Iteration 20F (2398.392997 sec): 3 clusters Score: Raw -979463.374366 + Penalty 2887.318220 = -976576.056146 nChanged 49 SP:Iteration 21Q (2398.422376 sec): 3 clusters Score: Raw -979475.058808 + Penalty 2887.318220 = -976587.740588 nChanged 38 SP:Iteration 22Q (2398.451586 sec): 3 clusters Score: Raw -979481.030325 + Penalty 2887.318220 = -976593.712105 nChanged 27 SP:Iteration 23Q (2398.474800 sec): 3 clusters Score: Raw -979484.543525 + Penalty 2887.318220 = -976597.225305 nChanged 12 SP:Iteration 24Q (2398.526054 sec): 3 clusters Score: Raw -979486.702298 + Penalty 2887.318220 = -976599.384078 nChanged 14 SP:Iteration 25Q (2398.555399 sec): 3 clusters Score: Raw -979489.040116 + Penalty 2887.318220 = -976601.721895 nChanged 13 SP:Iteration 26Q (2398.578733 sec): 3 clusters Score: Raw -979491.288562 + Penalty 2887.318220 = -976603.970342 nChanged 11 SP:Iteration 27Q (2398.601960 sec): 3 clusters Score: Raw -979493.391690 + Penalty 2887.318220 = -976606.073470 nChanged 13 SP:Iteration 28Q (2398.656316 sec): 3 clusters Score: Raw -979495.049603 + Penalty 2887.318220 = -976607.731383 nChanged 7 SP:Iteration 29Q (2398.709378 sec): 3 clusters Score: Raw -979495.963298 + Penalty 2887.318220 = -976608.645078 nChanged 6 SP:Iteration 30Q (2398.735366 sec): 3 clusters Score: Raw -979496.833017 + Penalty 2887.318220 = -976609.514797 nChanged 5 SP:Iteration 31Q (2398.758880 sec): 3 clusters Score: Raw -979497.433438 + Penalty 2887.318220 = -976610.115218 nChanged 7 SP:Iteration 32Q (2398.782164 sec): 3 clusters Score: Raw -979498.244920 + Penalty 2887.318220 = -976610.926700 nChanged 3 SP:Iteration 33Q (2398.805512 sec): 3 clusters Score: Raw -979498.922482 + Penalty 2887.318220 = -976611.604262 nChanged 6 SP:Iteration 34Q (2398.828850 sec): 3 clusters Score: Raw -979499.938686 + Penalty 2887.318220 = -976612.620466 nChanged 6 SP:Iteration 35Q (2398.859173 sec): 3 clusters Score: Raw -979500.666749 + Penalty 2887.318220 = -976613.348529 nChanged 7 SP:Iteration 36Q (2398.882506 sec): 3 clusters Score: Raw -979501.716670 + Penalty 2887.318220 = -976614.398450 nChanged 6 SP:Iteration 37Q (2398.931967 sec): 3 clusters Score: Raw -979502.639152 + Penalty 2887.318220 = -976615.320931 nChanged 4 SP:Iteration 38Q (2398.955291 sec): 3 clusters Score: Raw -979503.304535 + Penalty 2887.318220 = -976615.986315 nChanged 3 SP:Iteration 39Q (2398.985918 sec): 3 clusters Score: Raw -979503.789315 + Penalty 2887.318220 = -976616.471095 nChanged 3 SP:Iteration 40F (2399.009941 sec): 3 clusters Score: Raw -979504.130985 + Penalty 2887.318220 = -976616.812765 nChanged 5 SP:Iteration 41Q (2399.035569 sec): 3 clusters Score: Raw -979504.868569 + Penalty 2887.318220 = -976617.550348 nChanged 4 SP:Iteration 42Q (2399.058853 sec): 3 clusters Score: Raw -979505.251315 + Penalty 2887.318220 = -976617.933095 nChanged 5 SP:Iteration 43Q (2399.116459 sec): 3 clusters Score: Raw -979505.728578 + Penalty 2887.318220 = -976618.410358 nChanged 2 SP:Iteration 44Q (2399.164841 sec): 3 clusters Score: Raw -979505.970867 + Penalty 2887.318220 = -976618.652647 nChanged 1 SP:Iteration 45Q (2399.212326 sec): 3 clusters Score: Raw -979506.031344 + Penalty 2887.318220 = -976618.713124 nChanged 0 SP:Iteration 46F (2399.240288 sec): 3 clusters Score: Raw -979506.031344 + Penalty 2887.318220 = -976618.713124 nChanged 0 Trying to split cluster 14 (8081 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2399.261659 sec): 2 clusters Score: Raw -1073170.448411 + Penalty 1462.056522 = -1071708.391889 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2399.287387 sec): 3 clusters Score: Raw -1068707.228675 + Penalty 2924.113045 = -1065783.115631 nChanged 3391 SP:Iteration 1F (2399.317432 sec): 3 clusters Score: Raw -1070571.561289 + Penalty 2924.113045 = -1067647.448244 nChanged 559 SP:Iteration 2F (2399.357438 sec): 3 clusters Score: Raw -1070839.799262 + Penalty 2924.113045 = -1067915.686218 nChanged 468 SP:Iteration 3F (2399.397807 sec): 3 clusters Score: Raw -1071073.837087 + Penalty 2924.113045 = -1068149.724042 nChanged 443 SP:Iteration 4F (2399.436764 sec): 3 clusters Score: Raw -1071304.289014 + Penalty 2924.113045 = -1068380.175970 nChanged 406 SP:Iteration 5F (2399.464435 sec): 3 clusters Score: Raw -1071536.337944 + Penalty 2924.113045 = -1068612.224900 nChanged 407 SP:Iteration 6F (2399.507986 sec): 3 clusters Score: Raw -1071805.079118 + Penalty 2924.113045 = -1068880.966073 nChanged 388 SP:Iteration 7Q (2399.536231 sec): 3 clusters Score: Raw -1072059.504961 + Penalty 2924.113045 = -1069135.391917 nChanged 372 SP:Iteration 8Q (2399.596398 sec): 3 clusters Score: Raw -1072337.582791 + Penalty 2924.113045 = -1069413.469746 nChanged 342 SP:Iteration 9Q (2399.626235 sec): 3 clusters Score: Raw -1072622.172276 + Penalty 2924.113045 = -1069698.059232 nChanged 291 SP:Iteration 10Q (2399.651181 sec): 3 clusters Score: Raw -1072877.427855 + Penalty 2924.113045 = -1069953.314811 nChanged 243 SP:Iteration 11Q (2399.678638 sec): 3 clusters Score: Raw -1073090.913889 + Penalty 2924.113045 = -1070166.800844 nChanged 141 SP:Iteration 12Q (2399.739617 sec): 3 clusters Score: Raw -1073208.653050 + Penalty 2924.113045 = -1070284.540006 nChanged 92 SP:Iteration 13Q (2399.776513 sec): 3 clusters Score: Raw -1073290.051496 + Penalty 2924.113045 = -1070365.938452 nChanged 47 SP:Iteration 14Q (2399.803960 sec): 3 clusters Score: Raw -1073328.457859 + Penalty 2924.113045 = -1070404.344815 nChanged 35 SP:Iteration 15Q (2399.831997 sec): 3 clusters Score: Raw -1073351.899020 + Penalty 2924.113045 = -1070427.785976 nChanged 19 SP:Iteration 16Q (2399.866573 sec): 3 clusters Score: Raw -1073367.086866 + Penalty 2924.113045 = -1070442.973822 nChanged 24 SP:Iteration 17Q (2399.893188 sec): 3 clusters Score: Raw -1073386.096719 + Penalty 2924.113045 = -1070461.983675 nChanged 16 SP:Iteration 18Q (2399.920757 sec): 3 clusters Score: Raw -1073397.210995 + Penalty 2924.113045 = -1070473.097950 nChanged 8 SP:Iteration 19Q (2399.948924 sec): 3 clusters Score: Raw -1073401.826592 + Penalty 2924.113045 = -1070477.713547 nChanged 5 SP:Iteration 20F (2399.991235 sec): 3 clusters Score: Raw -1073404.340488 + Penalty 2924.113045 = -1070480.227443 nChanged 4 SP:Iteration 21Q (2400.014267 sec): 3 clusters Score: Raw -1073407.837015 + Penalty 2924.113045 = -1070483.723971 nChanged 5 SP:Iteration 22Q (2400.040650 sec): 3 clusters Score: Raw -1073413.579145 + Penalty 2924.113045 = -1070489.466101 nChanged 6 SP:Iteration 23Q (2400.063786 sec): 3 clusters Score: Raw -1073418.648381 + Penalty 2924.113045 = -1070494.535336 nChanged 1 SP:Iteration 24Q (2400.093897 sec): 3 clusters Score: Raw -1073419.002890 + Penalty 2924.113045 = -1070494.889846 nChanged 0 SP:Iteration 25F (2400.122237 sec): 3 clusters Score: Raw -1073419.002890 + Penalty 2924.113045 = -1070494.889846 nChanged 0 Trying to split cluster 15 (61425 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2400.211233 sec): 2 clusters Score: Raw -7971097.709550 + Penalty 1791.655482 = -7969306.054068 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2400.319232 sec): 3 clusters Score: Raw -7931826.229728 + Penalty 3583.310964 = -7928242.918764 nChanged 29138 SP:Iteration 1F (2400.428615 sec): 3 clusters Score: Raw -7948699.785629 + Penalty 3583.310964 = -7945116.474665 nChanged 2759 SP:Iteration 2Q (2400.539662 sec): 3 clusters Score: Raw -7949732.784998 + Penalty 3583.310964 = -7946149.474034 nChanged 3109 SP:Iteration 3F (2400.676236 sec): 3 clusters Score: Raw -7951171.082687 + Penalty 3583.310964 = -7947587.771723 nChanged 3482 SP:Iteration 4F (2400.807947 sec): 3 clusters Score: Raw -7953113.908850 + Penalty 3583.310964 = -7949530.597886 nChanged 3885 SP:Iteration 5F (2400.942807 sec): 3 clusters Score: Raw -7955708.634295 + Penalty 3583.310964 = -7952125.323331 nChanged 4230 SP:Iteration 6F (2401.076545 sec): 3 clusters Score: Raw -7958978.376596 + Penalty 3583.310964 = -7955395.065632 nChanged 4130 SP:Iteration 7F (2401.209998 sec): 3 clusters Score: Raw -7962200.390324 + Penalty 3583.310964 = -7958617.079360 nChanged 3400 SP:Iteration 8F (2401.340805 sec): 3 clusters Score: Raw -7964536.173886 + Penalty 3583.310964 = -7960952.862922 nChanged 2560 SP:Iteration 9Q (2401.472394 sec): 3 clusters Score: Raw -7965902.288886 + Penalty 3583.310964 = -7962318.977922 nChanged 1745 SP:Iteration 10Q (2401.603937 sec): 3 clusters Score: Raw -7966656.581417 + Penalty 3583.310964 = -7963073.270453 nChanged 1279 SP:Iteration 11Q (2401.735589 sec): 3 clusters Score: Raw -7967205.528999 + Penalty 3583.310964 = -7963622.218035 nChanged 1091 SP:Iteration 12Q (2401.866152 sec): 3 clusters Score: Raw -7967665.395411 + Penalty 3583.310964 = -7964082.084447 nChanged 1053 SP:Iteration 13Q (2401.993771 sec): 3 clusters Score: Raw -7968118.928998 + Penalty 3583.310964 = -7964535.618034 nChanged 1007 SP:Iteration 14Q (2402.132657 sec): 3 clusters Score: Raw -7968577.995511 + Penalty 3583.310964 = -7964994.684547 nChanged 905 SP:Iteration 15Q (2402.268388 sec): 3 clusters Score: Raw -7969001.726833 + Penalty 3583.310964 = -7965418.415868 nChanged 919 SP:Iteration 16Q (2402.403654 sec): 3 clusters Score: Raw -7969480.608995 + Penalty 3583.310964 = -7965897.298031 nChanged 892 SP:Iteration 17Q (2402.538514 sec): 3 clusters Score: Raw -7969984.702813 + Penalty 3583.310964 = -7966401.391849 nChanged 857 SP:Iteration 18Q (2402.670379 sec): 3 clusters Score: Raw -7970519.994144 + Penalty 3583.310964 = -7966936.683180 nChanged 815 SP:Iteration 19Q (2402.802490 sec): 3 clusters Score: Raw -7971029.526400 + Penalty 3583.310964 = -7967446.215436 nChanged 730 SP:Iteration 20F (2402.939286 sec): 3 clusters Score: Raw -7971462.831351 + Penalty 3583.310964 = -7967879.520387 nChanged 643 SP:Iteration 21Q (2403.061131 sec): 3 clusters Score: Raw -7971812.644260 + Penalty 3583.310964 = -7968229.333296 nChanged 537 SP:Iteration 22Q (2403.190916 sec): 3 clusters Score: Raw -7972046.086483 + Penalty 3583.310964 = -7968462.775519 nChanged 431 SP:Iteration 23Q (2403.316236 sec): 3 clusters Score: Raw -7972196.190007 + Penalty 3583.310964 = -7968612.879043 nChanged 326 SP:Iteration 24Q (2403.444065 sec): 3 clusters Score: Raw -7972286.848854 + Penalty 3583.310964 = -7968703.537890 nChanged 273 SP:Iteration 25Q (2403.572082 sec): 3 clusters Score: Raw -7972356.595705 + Penalty 3583.310964 = -7968773.284740 nChanged 240 SP:Iteration 26Q (2403.687487 sec): 3 clusters Score: Raw -7972414.444832 + Penalty 3583.310964 = -7968831.133868 nChanged 237 SP:Iteration 27Q (2403.815418 sec): 3 clusters Score: Raw -7972461.777386 + Penalty 3583.310964 = -7968878.466422 nChanged 165 SP:Iteration 28Q (2403.942796 sec): 3 clusters Score: Raw -7972487.766410 + Penalty 3583.310964 = -7968904.455446 nChanged 129 SP:Iteration 29Q (2404.070214 sec): 3 clusters Score: Raw -7972507.885393 + Penalty 3583.310964 = -7968924.574429 nChanged 116 SP:Iteration 30Q (2404.196386 sec): 3 clusters Score: Raw -7972524.044656 + Penalty 3583.310964 = -7968940.733692 nChanged 95 SP:Iteration 31Q (2404.303890 sec): 3 clusters Score: Raw -7972537.006094 + Penalty 3583.310964 = -7968953.695129 nChanged 93 SP:Iteration 32Q (2404.431053 sec): 3 clusters Score: Raw -7972546.976286 + Penalty 3583.310964 = -7968963.665322 nChanged 85 SP:Iteration 33Q (2404.550790 sec): 3 clusters Score: Raw -7972556.783379 + Penalty 3583.310964 = -7968973.472414 nChanged 69 SP:Iteration 34Q (2404.678150 sec): 3 clusters Score: Raw -7972563.876925 + Penalty 3583.310964 = -7968980.565961 nChanged 52 SP:Iteration 35Q (2404.803853 sec): 3 clusters Score: Raw -7972568.840893 + Penalty 3583.310964 = -7968985.529929 nChanged 48 SP:Iteration 36Q (2404.905014 sec): 3 clusters Score: Raw -7972573.092213 + Penalty 3583.310964 = -7968989.781249 nChanged 41 SP:Iteration 37Q (2404.997022 sec): 3 clusters Score: Raw -7972576.508123 + Penalty 3583.310964 = -7968993.197159 nChanged 39 SP:Iteration 38Q (2405.086875 sec): 3 clusters Score: Raw -7972579.122961 + Penalty 3583.310964 = -7968995.811997 nChanged 31 SP:Iteration 39Q (2405.182366 sec): 3 clusters Score: Raw -7972581.135715 + Penalty 3583.310964 = -7968997.824751 nChanged 32 SP:Iteration 40F (2405.287100 sec): 3 clusters Score: Raw -7972583.258378 + Penalty 3583.310964 = -7968999.947414 nChanged 29 SP:Iteration 41Q (2405.376716 sec): 3 clusters Score: Raw -7972584.935205 + Penalty 3583.310964 = -7969001.624241 nChanged 26 SP:Iteration 42Q (2405.484791 sec): 3 clusters Score: Raw -7972586.810557 + Penalty 3583.310964 = -7969003.499593 nChanged 32 SP:Iteration 43Q (2405.581188 sec): 3 clusters Score: Raw -7972588.804452 + Penalty 3583.310964 = -7969005.493488 nChanged 22 SP:Iteration 44Q (2405.677424 sec): 3 clusters Score: Raw -7972590.189170 + Penalty 3583.310964 = -7969006.878206 nChanged 18 SP:Iteration 45Q (2405.804418 sec): 3 clusters Score: Raw -7972591.093163 + Penalty 3583.310964 = -7969007.782199 nChanged 20 SP:Iteration 46Q (2405.896501 sec): 3 clusters Score: Raw -7972592.301649 + Penalty 3583.310964 = -7969008.990685 nChanged 21 SP:Iteration 47Q (2405.991388 sec): 3 clusters Score: Raw -7972593.554495 + Penalty 3583.310964 = -7969010.243531 nChanged 16 SP:Iteration 48Q (2406.083066 sec): 3 clusters Score: Raw -7972594.452292 + Penalty 3583.310964 = -7969011.141328 nChanged 14 SP:Iteration 49Q (2406.193675 sec): 3 clusters Score: Raw -7972595.197674 + Penalty 3583.310964 = -7969011.886710 nChanged 14 SP:Iteration 50Q (2406.283628 sec): 3 clusters Score: Raw -7972595.830844 + Penalty 3583.310964 = -7969012.519880 nChanged 16 SP:Iteration 51Q (2406.399776 sec): 3 clusters Score: Raw -7972596.590285 + Penalty 3583.310964 = -7969013.279321 nChanged 13 SP:Iteration 52Q (2406.517392 sec): 3 clusters Score: Raw -7972597.201969 + Penalty 3583.310964 = -7969013.891005 nChanged 12 SP:Iteration 53Q (2406.638873 sec): 3 clusters Score: Raw -7972597.869005 + Penalty 3583.310964 = -7969014.558041 nChanged 16 SP:Iteration 54Q (2406.760502 sec): 3 clusters Score: Raw -7972598.523853 + Penalty 3583.310964 = -7969015.212889 nChanged 12 SP:Iteration 55Q (2406.870414 sec): 3 clusters Score: Raw -7972599.081102 + Penalty 3583.310964 = -7969015.770138 nChanged 8 SP:Iteration 56Q (2406.989597 sec): 3 clusters Score: Raw -7972599.487826 + Penalty 3583.310964 = -7969016.176861 nChanged 8 SP:Iteration 57Q (2407.115774 sec): 3 clusters Score: Raw -7972599.798264 + Penalty 3583.310964 = -7969016.487300 nChanged 4 SP:Iteration 58Q (2407.224136 sec): 3 clusters Score: Raw -7972600.001431 + Penalty 3583.310964 = -7969016.690467 nChanged 3 SP:Iteration 59Q (2407.336977 sec): 3 clusters Score: Raw -7972600.111129 + Penalty 3583.310964 = -7969016.800165 nChanged 2 SP:Iteration 60F (2407.467770 sec): 3 clusters Score: Raw -7972600.232944 + Penalty 3583.310964 = -7969016.921979 nChanged 4 SP:Iteration 61Q (2407.587415 sec): 3 clusters Score: Raw -7972600.449303 + Penalty 3583.310964 = -7969017.138339 nChanged 3 SP:Iteration 62Q (2407.714011 sec): 3 clusters Score: Raw -7972600.635369 + Penalty 3583.310964 = -7969017.324405 nChanged 6 SP:Iteration 63Q (2407.830348 sec): 3 clusters Score: Raw -7972600.807562 + Penalty 3583.310964 = -7969017.496598 nChanged 0 SP:Iteration 64F (2407.967963 sec): 3 clusters Score: Raw -7972600.807562 + Penalty 3583.310964 = -7969017.496598 nChanged 0 Trying to split cluster 16 (37986 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2408.028948 sec): 2 clusters Score: Raw -4680133.635225 + Penalty 1713.558104 = -4678420.077121 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2408.118365 sec): 3 clusters Score: Raw -4656486.171737 + Penalty 3427.116209 = -4653059.055528 nChanged 17637 SP:Iteration 1F (2408.215417 sec): 3 clusters Score: Raw -4667177.173667 + Penalty 3427.116209 = -4663750.057459 nChanged 2467 SP:Iteration 2F (2408.311394 sec): 3 clusters Score: Raw -4668951.242604 + Penalty 3427.116209 = -4665524.126396 nChanged 2999 SP:Iteration 3F (2408.418783 sec): 3 clusters Score: Raw -4671445.762625 + Penalty 3427.116209 = -4668018.646417 nChanged 3279 SP:Iteration 4F (2408.517682 sec): 3 clusters Score: Raw -4674077.380376 + Penalty 3427.116209 = -4670650.264168 nChanged 2904 SP:Iteration 5F (2408.624556 sec): 3 clusters Score: Raw -4676022.097477 + Penalty 3427.116209 = -4672594.981268 nChanged 2147 SP:Iteration 6F (2408.731061 sec): 3 clusters Score: Raw -4677092.542742 + Penalty 3427.116209 = -4673665.426533 nChanged 1400 SP:Iteration 7Q (2408.810392 sec): 3 clusters Score: Raw -4677590.192824 + Penalty 3427.116209 = -4674163.076616 nChanged 906 SP:Iteration 8Q (2408.912577 sec): 3 clusters Score: Raw -4677825.628304 + Penalty 3427.116209 = -4674398.512096 nChanged 672 SP:Iteration 9Q (2409.007961 sec): 3 clusters Score: Raw -4677973.474735 + Penalty 3427.116209 = -4674546.358526 nChanged 525 SP:Iteration 10Q (2409.114297 sec): 3 clusters Score: Raw -4678079.498713 + Penalty 3427.116209 = -4674652.382504 nChanged 444 SP:Iteration 11Q (2409.220763 sec): 3 clusters Score: Raw -4678157.780738 + Penalty 3427.116209 = -4674730.664530 nChanged 404 SP:Iteration 12Q (2409.327199 sec): 3 clusters Score: Raw -4678224.018828 + Penalty 3427.116209 = -4674796.902619 nChanged 359 SP:Iteration 13Q (2409.434561 sec): 3 clusters Score: Raw -4678278.404382 + Penalty 3427.116209 = -4674851.288174 nChanged 347 SP:Iteration 14Q (2409.538366 sec): 3 clusters Score: Raw -4678329.074906 + Penalty 3427.116209 = -4674901.958698 nChanged 322 SP:Iteration 15Q (2409.633783 sec): 3 clusters Score: Raw -4678379.594659 + Penalty 3427.116209 = -4674952.478451 nChanged 324 SP:Iteration 16Q (2409.728626 sec): 3 clusters Score: Raw -4678427.130114 + Penalty 3427.116209 = -4675000.013905 nChanged 322 SP:Iteration 17Q (2409.823038 sec): 3 clusters Score: Raw -4678471.440240 + Penalty 3427.116209 = -4675044.324031 nChanged 320 SP:Iteration 18Q (2409.928161 sec): 3 clusters Score: Raw -4678512.697508 + Penalty 3427.116209 = -4675085.581300 nChanged 298 SP:Iteration 19Q (2410.033066 sec): 3 clusters Score: Raw -4678551.658963 + Penalty 3427.116209 = -4675124.542754 nChanged 315 SP:Iteration 20F (2410.131184 sec): 3 clusters Score: Raw -4678593.113704 + Penalty 3427.116209 = -4675165.997496 nChanged 318 SP:Iteration 21Q (2410.235905 sec): 3 clusters Score: Raw -4678637.983598 + Penalty 3427.116209 = -4675210.867389 nChanged 307 SP:Iteration 22Q (2410.340923 sec): 3 clusters Score: Raw -4678677.266281 + Penalty 3427.116209 = -4675250.150072 nChanged 292 SP:Iteration 23Q (2410.447460 sec): 3 clusters Score: Raw -4678711.981480 + Penalty 3427.116209 = -4675284.865272 nChanged 291 SP:Iteration 24Q (2410.552417 sec): 3 clusters Score: Raw -4678745.401895 + Penalty 3427.116209 = -4675318.285686 nChanged 265 SP:Iteration 25Q (2410.657068 sec): 3 clusters Score: Raw -4678776.246462 + Penalty 3427.116209 = -4675349.130253 nChanged 253 SP:Iteration 26Q (2410.761212 sec): 3 clusters Score: Raw -4678804.132015 + Penalty 3427.116209 = -4675377.015806 nChanged 258 SP:Iteration 27Q (2410.864879 sec): 3 clusters Score: Raw -4678833.869454 + Penalty 3427.116209 = -4675406.753246 nChanged 253 SP:Iteration 28Q (2410.931440 sec): 3 clusters Score: Raw -4678864.718140 + Penalty 3427.116209 = -4675437.601932 nChanged 254 SP:Iteration 29Q (2410.997858 sec): 3 clusters Score: Raw -4678897.803719 + Penalty 3427.116209 = -4675470.687510 nChanged 268 SP:Iteration 30Q (2411.064123 sec): 3 clusters Score: Raw -4678933.160945 + Penalty 3427.116209 = -4675506.044736 nChanged 266 SP:Iteration 31Q (2411.130357 sec): 3 clusters Score: Raw -4678965.584145 + Penalty 3427.116209 = -4675538.467936 nChanged 256 SP:Iteration 32Q (2411.228380 sec): 3 clusters Score: Raw -4678999.049871 + Penalty 3427.116209 = -4675571.933662 nChanged 274 SP:Iteration 33Q (2411.302740 sec): 3 clusters Score: Raw -4679041.156915 + Penalty 3427.116209 = -4675614.040707 nChanged 292 SP:Iteration 34Q (2411.368255 sec): 3 clusters Score: Raw -4679084.867351 + Penalty 3427.116209 = -4675657.751143 nChanged 295 SP:Iteration 35Q (2411.437308 sec): 3 clusters Score: Raw -4679126.189187 + Penalty 3427.116209 = -4675699.072979 nChanged 295 SP:Iteration 36Q (2411.504470 sec): 3 clusters Score: Raw -4679171.357834 + Penalty 3427.116209 = -4675744.241625 nChanged 314 SP:Iteration 37Q (2411.602262 sec): 3 clusters Score: Raw -4679216.781560 + Penalty 3427.116209 = -4675789.665351 nChanged 310 SP:Iteration 38Q (2411.667762 sec): 3 clusters Score: Raw -4679264.996337 + Penalty 3427.116209 = -4675837.880128 nChanged 332 SP:Iteration 39Q (2411.732557 sec): 3 clusters Score: Raw -4679314.862917 + Penalty 3427.116209 = -4675887.746708 nChanged 313 SP:Iteration 40F (2411.821047 sec): 3 clusters Score: Raw -4679361.867549 + Penalty 3427.116209 = -4675934.751340 nChanged 319 SP:Iteration 41Q (2411.923169 sec): 3 clusters Score: Raw -4679411.773640 + Penalty 3427.116209 = -4675984.657432 nChanged 288 SP:Iteration 42Q (2412.016842 sec): 3 clusters Score: Raw -4679452.864125 + Penalty 3427.116209 = -4676025.747916 nChanged 261 SP:Iteration 43Q (2412.112599 sec): 3 clusters Score: Raw -4679491.964766 + Penalty 3427.116209 = -4676064.848558 nChanged 297 SP:Iteration 44Q (2412.204209 sec): 3 clusters Score: Raw -4679535.105386 + Penalty 3427.116209 = -4676107.989177 nChanged 288 SP:Iteration 45Q (2412.292954 sec): 3 clusters Score: Raw -4679577.680275 + Penalty 3427.116209 = -4676150.564067 nChanged 285 SP:Iteration 46Q (2412.388099 sec): 3 clusters Score: Raw -4679620.901117 + Penalty 3427.116209 = -4676193.784908 nChanged 263 SP:Iteration 47Q (2412.483574 sec): 3 clusters Score: Raw -4679662.281486 + Penalty 3427.116209 = -4676235.165277 nChanged 249 SP:Iteration 48Q (2412.583448 sec): 3 clusters Score: Raw -4679707.182514 + Penalty 3427.116209 = -4676280.066305 nChanged 247 SP:Iteration 49Q (2412.674597 sec): 3 clusters Score: Raw -4679750.955326 + Penalty 3427.116209 = -4676323.839117 nChanged 248 SP:Iteration 50Q (2412.769348 sec): 3 clusters Score: Raw -4679799.692195 + Penalty 3427.116209 = -4676372.575986 nChanged 242 SP:Iteration 51Q (2412.868640 sec): 3 clusters Score: Raw -4679844.661521 + Penalty 3427.116209 = -4676417.545312 nChanged 255 SP:Iteration 52Q (2412.967882 sec): 3 clusters Score: Raw -4679900.873091 + Penalty 3427.116209 = -4676473.756883 nChanged 271 SP:Iteration 53Q (2413.057173 sec): 3 clusters Score: Raw -4679959.966714 + Penalty 3427.116209 = -4676532.850506 nChanged 248 SP:Iteration 54Q (2413.144211 sec): 3 clusters Score: Raw -4680014.015750 + Penalty 3427.116209 = -4676586.899541 nChanged 254 SP:Iteration 55Q (2413.233371 sec): 3 clusters Score: Raw -4680066.030938 + Penalty 3427.116209 = -4676638.914730 nChanged 261 SP:Iteration 56Q (2413.331964 sec): 3 clusters Score: Raw -4680119.871977 + Penalty 3427.116209 = -4676692.755768 nChanged 238 SP:Iteration 57Q (2413.431086 sec): 3 clusters Score: Raw -4680165.188692 + Penalty 3427.116209 = -4676738.072483 nChanged 224 SP:Iteration 58Q (2413.522708 sec): 3 clusters Score: Raw -4680203.724554 + Penalty 3427.116209 = -4676776.608345 nChanged 218 SP:Iteration 59Q (2413.614628 sec): 3 clusters Score: Raw -4680241.183566 + Penalty 3427.116209 = -4676814.067357 nChanged 205 SP:Iteration 60F (2413.713418 sec): 3 clusters Score: Raw -4680277.570813 + Penalty 3427.116209 = -4676850.454604 nChanged 186 SP:Iteration 61Q (2413.802841 sec): 3 clusters Score: Raw -4680307.788415 + Penalty 3427.116209 = -4676880.672207 nChanged 167 SP:Iteration 62Q (2413.893359 sec): 3 clusters Score: Raw -4680337.278891 + Penalty 3427.116209 = -4676910.162682 nChanged 168 SP:Iteration 63Q (2413.986785 sec): 3 clusters Score: Raw -4680365.805475 + Penalty 3427.116209 = -4676938.689267 nChanged 177 SP:Iteration 64Q (2414.083186 sec): 3 clusters Score: Raw -4680395.839391 + Penalty 3427.116209 = -4676968.723182 nChanged 158 SP:Iteration 65Q (2414.172169 sec): 3 clusters Score: Raw -4680420.259152 + Penalty 3427.116209 = -4676993.142944 nChanged 153 SP:Iteration 66Q (2414.264303 sec): 3 clusters Score: Raw -4680446.252249 + Penalty 3427.116209 = -4677019.136041 nChanged 140 SP:Iteration 67Q (2414.357143 sec): 3 clusters Score: Raw -4680467.349461 + Penalty 3427.116209 = -4677040.233253 nChanged 117 SP:Iteration 68Q (2414.453076 sec): 3 clusters Score: Raw -4680485.256162 + Penalty 3427.116209 = -4677058.139953 nChanged 119 SP:Iteration 69Q (2414.540631 sec): 3 clusters Score: Raw -4680503.145565 + Penalty 3427.116209 = -4677076.029357 nChanged 102 SP:Iteration 70Q (2414.638277 sec): 3 clusters Score: Raw -4680517.120346 + Penalty 3427.116209 = -4677090.004137 nChanged 95 SP:Iteration 71Q (2414.736915 sec): 3 clusters Score: Raw -4680530.459592 + Penalty 3427.116209 = -4677103.343384 nChanged 91 SP:Iteration 72Q (2414.833659 sec): 3 clusters Score: Raw -4680543.690469 + Penalty 3427.116209 = -4677116.574260 nChanged 84 SP:Iteration 73Q (2414.928273 sec): 3 clusters Score: Raw -4680556.075385 + Penalty 3427.116209 = -4677128.959177 nChanged 86 SP:Iteration 74Q (2415.025629 sec): 3 clusters Score: Raw -4680570.265728 + Penalty 3427.116209 = -4677143.149519 nChanged 81 SP:Iteration 75Q (2415.123131 sec): 3 clusters Score: Raw -4680583.488297 + Penalty 3427.116209 = -4677156.372089 nChanged 84 SP:Iteration 76Q (2415.208847 sec): 3 clusters Score: Raw -4680597.071894 + Penalty 3427.116209 = -4677169.955685 nChanged 86 SP:Iteration 77Q (2415.310003 sec): 3 clusters Score: Raw -4680609.563117 + Penalty 3427.116209 = -4677182.446909 nChanged 79 SP:Iteration 78Q (2415.402063 sec): 3 clusters Score: Raw -4680621.348887 + Penalty 3427.116209 = -4677194.232678 nChanged 73 SP:Iteration 79Q (2415.499674 sec): 3 clusters Score: Raw -4680632.257146 + Penalty 3427.116209 = -4677205.140937 nChanged 60 SP:Iteration 80F (2415.606725 sec): 3 clusters Score: Raw -4680639.460782 + Penalty 3427.116209 = -4677212.344573 nChanged 51 SP:Iteration 81Q (2415.709098 sec): 3 clusters Score: Raw -4680647.786011 + Penalty 3427.116209 = -4677220.669803 nChanged 70 SP:Iteration 82Q (2415.801932 sec): 3 clusters Score: Raw -4680659.925060 + Penalty 3427.116209 = -4677232.808851 nChanged 57 SP:Iteration 83Q (2415.890281 sec): 3 clusters Score: Raw -4680668.263022 + Penalty 3427.116209 = -4677241.146813 nChanged 46 SP:Iteration 84Q (2415.982024 sec): 3 clusters Score: Raw -4680673.497673 + Penalty 3427.116209 = -4677246.381465 nChanged 37 SP:Iteration 85Q (2416.073858 sec): 3 clusters Score: Raw -4680677.529214 + Penalty 3427.116209 = -4677250.413005 nChanged 40 SP:Iteration 86Q (2416.166787 sec): 3 clusters Score: Raw -4680681.237130 + Penalty 3427.116209 = -4677254.120921 nChanged 18 SP:Iteration 87Q (2416.258939 sec): 3 clusters Score: Raw -4680682.870985 + Penalty 3427.116209 = -4677255.754776 nChanged 17 SP:Iteration 88Q (2416.350794 sec): 3 clusters Score: Raw -4680684.496807 + Penalty 3427.116209 = -4677257.380598 nChanged 13 SP:Iteration 89Q (2416.442580 sec): 3 clusters Score: Raw -4680685.738552 + Penalty 3427.116209 = -4677258.622344 nChanged 14 SP:Iteration 90Q (2416.538917 sec): 3 clusters Score: Raw -4680686.887395 + Penalty 3427.116209 = -4677259.771187 nChanged 7 SP:Iteration 91Q (2416.620609 sec): 3 clusters Score: Raw -4680687.427892 + Penalty 3427.116209 = -4677260.311683 nChanged 6 SP:Iteration 92Q (2416.710409 sec): 3 clusters Score: Raw -4680687.927189 + Penalty 3427.116209 = -4677260.810980 nChanged 11 SP:Iteration 93Q (2416.776777 sec): 3 clusters Score: Raw -4680688.849445 + Penalty 3427.116209 = -4677261.733236 nChanged 12 SP:Iteration 94Q (2416.844972 sec): 3 clusters Score: Raw -4680690.065658 + Penalty 3427.116209 = -4677262.949449 nChanged 8 SP:Iteration 95Q (2416.915908 sec): 3 clusters Score: Raw -4680690.730625 + Penalty 3427.116209 = -4677263.614417 nChanged 4 SP:Iteration 96Q (2416.990528 sec): 3 clusters Score: Raw -4680691.279988 + Penalty 3427.116209 = -4677264.163780 nChanged 4 SP:Iteration 97Q (2417.055168 sec): 3 clusters Score: Raw -4680691.612121 + Penalty 3427.116209 = -4677264.495913 nChanged 4 SP:Iteration 98Q (2417.125831 sec): 3 clusters Score: Raw -4680691.863285 + Penalty 3427.116209 = -4677264.747076 nChanged 5 SP:Iteration 99Q (2417.211313 sec): 3 clusters Score: Raw -4680692.111766 + Penalty 3427.116209 = -4677264.995557 nChanged 3 SP:Iteration 100F (2417.308371 sec): 3 clusters Score: Raw -4680692.269165 + Penalty 3427.116209 = -4677265.152956 nChanged 1 SP:Iteration 101Q (2417.368081 sec): 3 clusters Score: Raw -4680692.329977 + Penalty 3427.116209 = -4677265.213768 nChanged 0 SP:Iteration 102F (2417.440072 sec): 3 clusters Score: Raw -4680692.329977 + Penalty 3427.116209 = -4677265.213768 nChanged 0 Trying to split cluster 17 (5321 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2417.454653 sec): 2 clusters Score: Raw -680746.340114 + Penalty 1394.155187 = -679352.184927 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2417.478659 sec): 3 clusters Score: Raw -677964.818314 + Penalty 2788.310374 = -675176.507940 nChanged 2165 SP:Iteration 1F (2417.499010 sec): 3 clusters Score: Raw -679233.930651 + Penalty 2788.310374 = -676445.620277 nChanged 393 SP:Iteration 2F (2417.525453 sec): 3 clusters Score: Raw -679490.692241 + Penalty 2788.310374 = -676702.381868 nChanged 335 SP:Iteration 3F (2417.545930 sec): 3 clusters Score: Raw -679712.911088 + Penalty 2788.310374 = -676924.600715 nChanged 309 SP:Iteration 4F (2417.573820 sec): 3 clusters Score: Raw -679934.659483 + Penalty 2788.310374 = -677146.349109 nChanged 307 SP:Iteration 5F (2417.594313 sec): 3 clusters Score: Raw -680157.396881 + Penalty 2788.310374 = -677369.086507 nChanged 259 SP:Iteration 6Q (2417.619363 sec): 3 clusters Score: Raw -680343.980856 + Penalty 2788.310374 = -677555.670482 nChanged 219 SP:Iteration 7Q (2417.639882 sec): 3 clusters Score: Raw -680478.203195 + Penalty 2788.310374 = -677689.892821 nChanged 186 SP:Iteration 8Q (2417.668030 sec): 3 clusters Score: Raw -680578.629220 + Penalty 2788.310374 = -677790.318847 nChanged 145 SP:Iteration 9Q (2417.688492 sec): 3 clusters Score: Raw -680646.407440 + Penalty 2788.310374 = -677858.097066 nChanged 100 SP:Iteration 10Q (2417.715674 sec): 3 clusters Score: Raw -680684.553081 + Penalty 2788.310374 = -677896.242707 nChanged 88 SP:Iteration 11Q (2417.736106 sec): 3 clusters Score: Raw -680716.753355 + Penalty 2788.310374 = -677928.442981 nChanged 72 SP:Iteration 12Q (2417.763657 sec): 3 clusters Score: Raw -680752.582682 + Penalty 2788.310374 = -677964.272308 nChanged 70 SP:Iteration 13Q (2417.784209 sec): 3 clusters Score: Raw -680790.712948 + Penalty 2788.310374 = -678002.402574 nChanged 68 SP:Iteration 14Q (2417.810996 sec): 3 clusters Score: Raw -680834.196570 + Penalty 2788.310374 = -678045.886196 nChanged 81 SP:Iteration 15Q (2417.838360 sec): 3 clusters Score: Raw -680899.090071 + Penalty 2788.310374 = -678110.779698 nChanged 83 SP:Iteration 16Q (2417.858861 sec): 3 clusters Score: Raw -680966.277366 + Penalty 2788.310374 = -678177.966992 nChanged 93 SP:Iteration 17Q (2417.885095 sec): 3 clusters Score: Raw -681042.528383 + Penalty 2788.310374 = -678254.218009 nChanged 86 SP:Iteration 18Q (2417.905456 sec): 3 clusters Score: Raw -681115.936313 + Penalty 2788.310374 = -678327.625939 nChanged 97 SP:Iteration 19Q (2417.925619 sec): 3 clusters Score: Raw -681185.500267 + Penalty 2788.310374 = -678397.189893 nChanged 84 SP:Iteration 20F (2417.951995 sec): 3 clusters Score: Raw -681239.954780 + Penalty 2788.310374 = -678451.644406 nChanged 82 SP:Iteration 21Q (2417.971990 sec): 3 clusters Score: Raw -681273.045989 + Penalty 2788.310374 = -678484.735615 nChanged 62 SP:Iteration 22Q (2417.998051 sec): 3 clusters Score: Raw -681291.551279 + Penalty 2788.310374 = -678503.240906 nChanged 57 SP:Iteration 23Q (2418.018782 sec): 3 clusters Score: Raw -681305.904002 + Penalty 2788.310374 = -678517.593628 nChanged 39 SP:Iteration 24Q (2418.045505 sec): 3 clusters Score: Raw -681315.194573 + Penalty 2788.310374 = -678526.884199 nChanged 28 SP:Iteration 25Q (2418.065562 sec): 3 clusters Score: Raw -681320.936512 + Penalty 2788.310374 = -678532.626139 nChanged 21 SP:Iteration 26Q (2418.085475 sec): 3 clusters Score: Raw -681325.094329 + Penalty 2788.310374 = -678536.783955 nChanged 20 SP:Iteration 27Q (2418.110860 sec): 3 clusters Score: Raw -681329.390656 + Penalty 2788.310374 = -678541.080282 nChanged 26 SP:Iteration 28Q (2418.130881 sec): 3 clusters Score: Raw -681333.492352 + Penalty 2788.310374 = -678545.181978 nChanged 14 SP:Iteration 29Q (2418.150854 sec): 3 clusters Score: Raw -681335.638515 + Penalty 2788.310374 = -678547.328141 nChanged 8 SP:Iteration 30Q (2418.176391 sec): 3 clusters Score: Raw -681337.505072 + Penalty 2788.310374 = -678549.194698 nChanged 13 SP:Iteration 31Q (2418.196135 sec): 3 clusters Score: Raw -681340.165291 + Penalty 2788.310374 = -678551.854917 nChanged 10 SP:Iteration 32Q (2418.220530 sec): 3 clusters Score: Raw -681341.698747 + Penalty 2788.310374 = -678553.388373 nChanged 8 SP:Iteration 33Q (2418.257312 sec): 3 clusters Score: Raw -681343.343016 + Penalty 2788.310374 = -678555.032642 nChanged 5 SP:Iteration 34Q (2418.321437 sec): 3 clusters Score: Raw -681344.145718 + Penalty 2788.310374 = -678555.835345 nChanged 6 SP:Iteration 35Q (2418.351471 sec): 3 clusters Score: Raw -681345.013206 + Penalty 2788.310374 = -678556.702832 nChanged 5 SP:Iteration 36Q (2418.374915 sec): 3 clusters Score: Raw -681346.038069 + Penalty 2788.310374 = -678557.727695 nChanged 9 SP:Iteration 37Q (2418.400008 sec): 3 clusters Score: Raw -681347.749342 + Penalty 2788.310374 = -678559.438968 nChanged 8 SP:Iteration 38Q (2418.425998 sec): 3 clusters Score: Raw -681349.151080 + Penalty 2788.310374 = -678560.840706 nChanged 13 SP:Iteration 39Q (2418.445868 sec): 3 clusters Score: Raw -681351.276386 + Penalty 2788.310374 = -678562.966012 nChanged 11 SP:Iteration 40F (2418.466470 sec): 3 clusters Score: Raw -681353.152880 + Penalty 2788.310374 = -678564.842506 nChanged 12 SP:Iteration 41Q (2418.493662 sec): 3 clusters Score: Raw -681355.782844 + Penalty 2788.310374 = -678567.472470 nChanged 17 SP:Iteration 42Q (2418.538044 sec): 3 clusters Score: Raw -681359.751792 + Penalty 2788.310374 = -678571.441418 nChanged 22 SP:Iteration 43Q (2418.557788 sec): 3 clusters Score: Raw -681364.451526 + Penalty 2788.310374 = -678576.141152 nChanged 14 SP:Iteration 44Q (2418.577652 sec): 3 clusters Score: Raw -681366.685142 + Penalty 2788.310374 = -678578.374768 nChanged 12 SP:Iteration 45Q (2418.612050 sec): 3 clusters Score: Raw -681368.849177 + Penalty 2788.310374 = -678580.538803 nChanged 15 SP:Iteration 46Q (2418.637383 sec): 3 clusters Score: Raw -681371.700231 + Penalty 2788.310374 = -678583.389858 nChanged 8 SP:Iteration 47Q (2418.663768 sec): 3 clusters Score: Raw -681373.042455 + Penalty 2788.310374 = -678584.732081 nChanged 6 SP:Iteration 48Q (2418.683647 sec): 3 clusters Score: Raw -681373.957213 + Penalty 2788.310374 = -678585.646839 nChanged 6 SP:Iteration 49Q (2418.703456 sec): 3 clusters Score: Raw -681375.079841 + Penalty 2788.310374 = -678586.769468 nChanged 5 SP:Iteration 50Q (2418.729729 sec): 3 clusters Score: Raw -681375.714937 + Penalty 2788.310374 = -678587.404563 nChanged 5 SP:Iteration 51Q (2418.749597 sec): 3 clusters Score: Raw -681376.173733 + Penalty 2788.310374 = -678587.863360 nChanged 5 SP:Iteration 52Q (2418.774586 sec): 3 clusters Score: Raw -681376.745141 + Penalty 2788.310374 = -678588.434767 nChanged 8 SP:Iteration 53Q (2418.794667 sec): 3 clusters Score: Raw -681378.509034 + Penalty 2788.310374 = -678590.198660 nChanged 14 SP:Iteration 54Q (2418.814507 sec): 3 clusters Score: Raw -681381.762496 + Penalty 2788.310374 = -678593.452123 nChanged 23 SP:Iteration 55Q (2418.839963 sec): 3 clusters Score: Raw -681388.666406 + Penalty 2788.310374 = -678600.356032 nChanged 29 SP:Iteration 56Q (2418.859851 sec): 3 clusters Score: Raw -681396.124715 + Penalty 2788.310374 = -678607.814341 nChanged 25 SP:Iteration 57Q (2418.879804 sec): 3 clusters Score: Raw -681401.481217 + Penalty 2788.310374 = -678613.170843 nChanged 22 SP:Iteration 58Q (2418.905911 sec): 3 clusters Score: Raw -681407.266100 + Penalty 2788.310374 = -678618.955726 nChanged 29 SP:Iteration 59Q (2418.925839 sec): 3 clusters Score: Raw -681416.265856 + Penalty 2788.310374 = -678627.955482 nChanged 29 SP:Iteration 60F (2418.953269 sec): 3 clusters Score: Raw -681424.518221 + Penalty 2788.310374 = -678636.207848 nChanged 34 SP:Iteration 61Q (2418.973417 sec): 3 clusters Score: Raw -681433.629425 + Penalty 2788.310374 = -678645.319051 nChanged 41 SP:Iteration 62Q (2418.993437 sec): 3 clusters Score: Raw -681445.736473 + Penalty 2788.310374 = -678657.426100 nChanged 38 SP:Iteration 63Q (2419.019980 sec): 3 clusters Score: Raw -681454.935901 + Penalty 2788.310374 = -678666.625528 nChanged 35 SP:Iteration 64Q (2419.039751 sec): 3 clusters Score: Raw -681464.300126 + Penalty 2788.310374 = -678675.989752 nChanged 35 SP:Iteration 65Q (2419.060299 sec): 3 clusters Score: Raw -681474.087851 + Penalty 2788.310374 = -678685.777477 nChanged 33 SP:Iteration 66Q (2419.080678 sec): 3 clusters Score: Raw -681482.034259 + Penalty 2788.310374 = -678693.723885 nChanged 28 SP:Iteration 67Q (2419.101244 sec): 3 clusters Score: Raw -681489.066713 + Penalty 2788.310374 = -678700.756339 nChanged 27 SP:Iteration 68Q (2419.146583 sec): 3 clusters Score: Raw -681497.922014 + Penalty 2788.310374 = -678709.611640 nChanged 34 SP:Iteration 69Q (2419.207339 sec): 3 clusters Score: Raw -681509.055930 + Penalty 2788.310374 = -678720.745556 nChanged 39 SP:Iteration 70Q (2419.249584 sec): 3 clusters Score: Raw -681521.551011 + Penalty 2788.310374 = -678733.240637 nChanged 48 SP:Iteration 71Q (2419.309231 sec): 3 clusters Score: Raw -681536.505595 + Penalty 2788.310374 = -678748.195222 nChanged 38 SP:Iteration 72Q (2419.352781 sec): 3 clusters Score: Raw -681548.813805 + Penalty 2788.310374 = -678760.503431 nChanged 36 SP:Iteration 73Q (2419.403352 sec): 3 clusters Score: Raw -681560.209265 + Penalty 2788.310374 = -678771.898892 nChanged 29 SP:Iteration 74Q (2419.458615 sec): 3 clusters Score: Raw -681570.635552 + Penalty 2788.310374 = -678782.325178 nChanged 44 SP:Iteration 75Q (2419.508786 sec): 3 clusters Score: Raw -681586.156039 + Penalty 2788.310374 = -678797.845665 nChanged 49 SP:Iteration 76Q (2419.561690 sec): 3 clusters Score: Raw -681601.314767 + Penalty 2788.310374 = -678813.004393 nChanged 36 SP:Iteration 77Q (2419.606828 sec): 3 clusters Score: Raw -681613.317968 + Penalty 2788.310374 = -678825.007595 nChanged 42 SP:Iteration 78Q (2419.657299 sec): 3 clusters Score: Raw -681630.199634 + Penalty 2788.310374 = -678841.889260 nChanged 46 SP:Iteration 79Q (2419.716430 sec): 3 clusters Score: Raw -681647.963416 + Penalty 2788.310374 = -678859.653042 nChanged 39 SP:Iteration 80F (2419.757050 sec): 3 clusters Score: Raw -681661.831753 + Penalty 2788.310374 = -678873.521380 nChanged 35 SP:Iteration 81Q (2419.811298 sec): 3 clusters Score: Raw -681677.575572 + Penalty 2788.310374 = -678889.265198 nChanged 42 SP:Iteration 82Q (2419.860891 sec): 3 clusters Score: Raw -681697.286627 + Penalty 2788.310374 = -678908.976253 nChanged 49 SP:Iteration 83Q (2419.910462 sec): 3 clusters Score: Raw -681727.767014 + Penalty 2788.310374 = -678939.456640 nChanged 52 SP:Iteration 84Q (2419.959916 sec): 3 clusters Score: Raw -681762.124576 + Penalty 2788.310374 = -678973.814202 nChanged 42 SP:Iteration 85Q (2420.014976 sec): 3 clusters Score: Raw -681791.125598 + Penalty 2788.310374 = -679002.815224 nChanged 48 SP:Iteration 86Q (2420.060525 sec): 3 clusters Score: Raw -681828.748542 + Penalty 2788.310374 = -679040.438168 nChanged 41 SP:Iteration 87Q (2420.102898 sec): 3 clusters Score: Raw -681879.723588 + Penalty 2788.310374 = -679091.413215 nChanged 48 SP:Iteration 88Q (2420.147488 sec): 3 clusters Score: Raw -681973.792258 + Penalty 2788.310374 = -679185.481884 nChanged 43 SP:Iteration 89Q (2420.200956 sec): 3 clusters Score: Raw -682116.199282 + Penalty 2788.310374 = -679327.888909 nChanged 46 SP:Iteration 90Q (2420.257249 sec): 3 clusters Score: Raw -682349.791558 + Penalty 2788.310374 = -679561.481185 nChanged 41 SP:Iteration 91Q (2420.313002 sec): 3 clusters Score: Raw -682421.545979 + Penalty 2788.310374 = -679633.235606 nChanged 10 SP:Iteration 92Q (2420.367830 sec): 3 clusters Score: Raw -682425.296120 + Penalty 2788.310374 = -679636.985747 nChanged 0 SP:Iteration 93F (2420.437295 sec): 3 clusters Score: Raw -682425.296120 + Penalty 2788.310374 = -679636.985747 nChanged 0 Score: Raw -99938945.613852 + Penalty 66086.327377 = -99872859.286475 Splitting cluster 17 changes total score from -99873376.281072 to -99872859.286475 So it's not getting split. Trying to split cluster 18 (405 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2435.935731 sec): 2 clusters Score: Raw -43566.215884 + Penalty 975.631648 = -42590.584236 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2435.973160 sec): 3 clusters Score: Raw -43685.264003 + Penalty 1951.263297 = -41734.000706 nChanged 98 SP:Iteration 1F (2436.019559 sec): 3 clusters Score: Raw -43931.050594 + Penalty 1951.263297 = -41979.787297 nChanged 49 SP:Iteration 2F (2436.068465 sec): 3 clusters Score: Raw -44148.415812 + Penalty 1951.263297 = -42197.152515 nChanged 39 SP:Iteration 3F (2436.119104 sec): 3 clusters Score: Raw -44428.721094 + Penalty 1951.263297 = -42477.457797 nChanged 25 SP:Iteration 4F (2436.162672 sec): 3 clusters Score: Raw -44533.531514 + Penalty 1951.263297 = -42582.268218 nChanged 10 SP:Iteration 5Q (2436.213549 sec): 3 clusters Score: Raw -44584.836373 + Penalty 1951.263297 = -42633.573077 nChanged 2 SP:Iteration 6Q (2436.258394 sec): 3 clusters Score: Raw -44589.055653 + Penalty 1951.263297 = -42637.792357 nChanged 0 SP:Iteration 7F (2436.308247 sec): 3 clusters Score: Raw -44589.055653 + Penalty 1951.263297 = -42637.792357 nChanged 0 Score: Raw -99938289.497614 + Penalty 66086.327377 = -99872203.170237 Splitting cluster 18 changes total score from -99873376.281072 to -99872203.170237 So it's not getting split. Trying to split cluster 19 (11909 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2450.741785 sec): 2 clusters Score: Raw -1490152.118243 + Penalty 1525.070576 = -1488627.047668 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2450.777308 sec): 3 clusters Score: Raw -1483288.584501 + Penalty 3050.141151 = -1480238.443350 nChanged 5219 SP:Iteration 1F (2450.811019 sec): 3 clusters Score: Raw -1486245.558841 + Penalty 3050.141151 = -1483195.417690 nChanged 832 SP:Iteration 2F (2450.846544 sec): 3 clusters Score: Raw -1486767.172532 + Penalty 3050.141151 = -1483717.031380 nChanged 874 SP:Iteration 3F (2450.890353 sec): 3 clusters Score: Raw -1487410.187030 + Penalty 3050.141151 = -1484360.045879 nChanged 900 SP:Iteration 4F (2450.927305 sec): 3 clusters Score: Raw -1488120.299708 + Penalty 3050.141151 = -1485070.158557 nChanged 828 SP:Iteration 5F (2450.958009 sec): 3 clusters Score: Raw -1488728.979228 + Penalty 3050.141151 = -1485678.838077 nChanged 738 SP:Iteration 6F (2450.988863 sec): 3 clusters Score: Raw -1489197.244230 + Penalty 3050.141151 = -1486147.103079 nChanged 532 SP:Iteration 7Q (2451.021608 sec): 3 clusters Score: Raw -1489477.075101 + Penalty 3050.141151 = -1486426.933949 nChanged 390 SP:Iteration 8Q (2451.053431 sec): 3 clusters Score: Raw -1489648.483040 + Penalty 3050.141151 = -1486598.341889 nChanged 293 SP:Iteration 9Q (2451.109910 sec): 3 clusters Score: Raw -1489754.245974 + Penalty 3050.141151 = -1486704.104823 nChanged 217 SP:Iteration 10Q (2451.148554 sec): 3 clusters Score: Raw -1489833.445873 + Penalty 3050.141151 = -1486783.304722 nChanged 209 SP:Iteration 11Q (2451.184380 sec): 3 clusters Score: Raw -1489911.629531 + Penalty 3050.141151 = -1486861.488380 nChanged 207 SP:Iteration 12Q (2451.220881 sec): 3 clusters Score: Raw -1489985.072503 + Penalty 3050.141151 = -1486934.931352 nChanged 191 SP:Iteration 13Q (2451.256261 sec): 3 clusters Score: Raw -1490044.891938 + Penalty 3050.141151 = -1486994.750787 nChanged 166 SP:Iteration 14Q (2451.292577 sec): 3 clusters Score: Raw -1490095.850897 + Penalty 3050.141151 = -1487045.709746 nChanged 164 SP:Iteration 15Q (2451.328569 sec): 3 clusters Score: Raw -1490137.744187 + Penalty 3050.141151 = -1487087.603036 nChanged 136 SP:Iteration 16Q (2451.358448 sec): 3 clusters Score: Raw -1490168.871823 + Penalty 3050.141151 = -1487118.730672 nChanged 139 SP:Iteration 17Q (2451.390618 sec): 3 clusters Score: Raw -1490205.709655 + Penalty 3050.141151 = -1487155.568504 nChanged 160 SP:Iteration 18Q (2451.425337 sec): 3 clusters Score: Raw -1490246.071222 + Penalty 3050.141151 = -1487195.930071 nChanged 140 SP:Iteration 19Q (2451.458832 sec): 3 clusters Score: Raw -1490277.346560 + Penalty 3050.141151 = -1487227.205409 nChanged 136 SP:Iteration 20F (2451.512008 sec): 3 clusters Score: Raw -1490308.900884 + Penalty 3050.141151 = -1487258.759733 nChanged 136 SP:Iteration 21Q (2451.547306 sec): 3 clusters Score: Raw -1490339.947892 + Penalty 3050.141151 = -1487289.806741 nChanged 136 SP:Iteration 22Q (2451.577080 sec): 3 clusters Score: Raw -1490374.191144 + Penalty 3050.141151 = -1487324.049993 nChanged 132 SP:Iteration 23Q (2451.609769 sec): 3 clusters Score: Raw -1490414.393724 + Penalty 3050.141151 = -1487364.252573 nChanged 130 SP:Iteration 24Q (2451.646446 sec): 3 clusters Score: Raw -1490451.451047 + Penalty 3050.141151 = -1487401.309895 nChanged 135 SP:Iteration 25Q (2451.682012 sec): 3 clusters Score: Raw -1490494.026138 + Penalty 3050.141151 = -1487443.884987 nChanged 153 SP:Iteration 26Q (2451.711544 sec): 3 clusters Score: Raw -1490537.742362 + Penalty 3050.141151 = -1487487.601211 nChanged 152 SP:Iteration 27Q (2451.744173 sec): 3 clusters Score: Raw -1490578.080382 + Penalty 3050.141151 = -1487527.939231 nChanged 140 SP:Iteration 28Q (2451.773252 sec): 3 clusters Score: Raw -1490617.300328 + Penalty 3050.141151 = -1487567.159177 nChanged 125 SP:Iteration 29Q (2451.809751 sec): 3 clusters Score: Raw -1490648.364472 + Penalty 3050.141151 = -1487598.223321 nChanged 99 SP:Iteration 30Q (2451.838679 sec): 3 clusters Score: Raw -1490669.545958 + Penalty 3050.141151 = -1487619.404807 nChanged 76 SP:Iteration 31Q (2451.869719 sec): 3 clusters Score: Raw -1490685.165105 + Penalty 3050.141151 = -1487635.023954 nChanged 65 SP:Iteration 32Q (2451.905407 sec): 3 clusters Score: Raw -1490698.667643 + Penalty 3050.141151 = -1487648.526492 nChanged 63 SP:Iteration 33Q (2451.942175 sec): 3 clusters Score: Raw -1490712.000798 + Penalty 3050.141151 = -1487661.859646 nChanged 55 SP:Iteration 34Q (2451.974874 sec): 3 clusters Score: Raw -1490721.441388 + Penalty 3050.141151 = -1487671.300237 nChanged 60 SP:Iteration 35Q (2452.028223 sec): 3 clusters Score: Raw -1490732.568941 + Penalty 3050.141151 = -1487682.427790 nChanged 63 SP:Iteration 36Q (2452.093021 sec): 3 clusters Score: Raw -1490746.074365 + Penalty 3050.141151 = -1487695.933214 nChanged 61 SP:Iteration 37Q (2452.148990 sec): 3 clusters Score: Raw -1490759.673450 + Penalty 3050.141151 = -1487709.532298 nChanged 61 SP:Iteration 38Q (2452.212244 sec): 3 clusters Score: Raw -1490772.888924 + Penalty 3050.141151 = -1487722.747773 nChanged 47 SP:Iteration 39Q (2452.278576 sec): 3 clusters Score: Raw -1490782.002513 + Penalty 3050.141151 = -1487731.861362 nChanged 42 SP:Iteration 40F (2452.333457 sec): 3 clusters Score: Raw -1490789.109841 + Penalty 3050.141151 = -1487738.968690 nChanged 32 SP:Iteration 41Q (2452.393750 sec): 3 clusters Score: Raw -1490794.506469 + Penalty 3050.141151 = -1487744.365318 nChanged 26 SP:Iteration 42Q (2452.449146 sec): 3 clusters Score: Raw -1490798.996869 + Penalty 3050.141151 = -1487748.855718 nChanged 39 SP:Iteration 43Q (2452.505838 sec): 3 clusters Score: Raw -1490805.325639 + Penalty 3050.141151 = -1487755.184488 nChanged 33 SP:Iteration 44Q (2452.565033 sec): 3 clusters Score: Raw -1490810.983473 + Penalty 3050.141151 = -1487760.842322 nChanged 32 SP:Iteration 45Q (2452.626792 sec): 3 clusters Score: Raw -1490816.156401 + Penalty 3050.141151 = -1487766.015250 nChanged 28 SP:Iteration 46Q (2452.681939 sec): 3 clusters Score: Raw -1490820.204585 + Penalty 3050.141151 = -1487770.063434 nChanged 19 SP:Iteration 47Q (2452.744519 sec): 3 clusters Score: Raw -1490822.149115 + Penalty 3050.141151 = -1487772.007964 nChanged 13 SP:Iteration 48Q (2452.803574 sec): 3 clusters Score: Raw -1490823.850634 + Penalty 3050.141151 = -1487773.709483 nChanged 13 SP:Iteration 49Q (2452.871598 sec): 3 clusters Score: Raw -1490825.595429 + Penalty 3050.141151 = -1487775.454278 nChanged 11 SP:Iteration 50Q (2452.923307 sec): 3 clusters Score: Raw -1490826.910358 + Penalty 3050.141151 = -1487776.769207 nChanged 11 SP:Iteration 51Q (2452.980370 sec): 3 clusters Score: Raw -1490828.303218 + Penalty 3050.141151 = -1487778.162067 nChanged 9 SP:Iteration 52Q (2453.041697 sec): 3 clusters Score: Raw -1490829.832059 + Penalty 3050.141151 = -1487779.690908 nChanged 13 SP:Iteration 53Q (2453.107594 sec): 3 clusters Score: Raw -1490831.679399 + Penalty 3050.141151 = -1487781.538248 nChanged 11 SP:Iteration 54Q (2453.172514 sec): 3 clusters Score: Raw -1490833.459911 + Penalty 3050.141151 = -1487783.318760 nChanged 15 SP:Iteration 55Q (2453.249307 sec): 3 clusters Score: Raw -1490835.547853 + Penalty 3050.141151 = -1487785.406702 nChanged 12 SP:Iteration 56Q (2453.314159 sec): 3 clusters Score: Raw -1490836.869534 + Penalty 3050.141151 = -1487786.728383 nChanged 13 SP:Iteration 57Q (2453.368553 sec): 3 clusters Score: Raw -1490838.963351 + Penalty 3050.141151 = -1487788.822199 nChanged 17 SP:Iteration 58Q (2453.434750 sec): 3 clusters Score: Raw -1490842.088119 + Penalty 3050.141151 = -1487791.946967 nChanged 23 SP:Iteration 59Q (2453.500671 sec): 3 clusters Score: Raw -1490845.751194 + Penalty 3050.141151 = -1487795.610043 nChanged 21 SP:Iteration 60F (2453.568431 sec): 3 clusters Score: Raw -1490849.273049 + Penalty 3050.141151 = -1487799.131897 nChanged 16 SP:Iteration 61Q (2453.634564 sec): 3 clusters Score: Raw -1490851.240023 + Penalty 3050.141151 = -1487801.098871 nChanged 16 SP:Iteration 62Q (2453.701110 sec): 3 clusters Score: Raw -1490853.090667 + Penalty 3050.141151 = -1487802.949516 nChanged 10 SP:Iteration 63Q (2453.777549 sec): 3 clusters Score: Raw -1490854.572060 + Penalty 3050.141151 = -1487804.430909 nChanged 15 SP:Iteration 64Q (2453.821063 sec): 3 clusters Score: Raw -1490856.602548 + Penalty 3050.141151 = -1487806.461397 nChanged 20 SP:Iteration 65Q (2453.886177 sec): 3 clusters Score: Raw -1490859.395635 + Penalty 3050.141151 = -1487809.254484 nChanged 15 SP:Iteration 66Q (2453.950734 sec): 3 clusters Score: Raw -1490861.409012 + Penalty 3050.141151 = -1487811.267861 nChanged 13 SP:Iteration 67Q (2454.017161 sec): 3 clusters Score: Raw -1490863.049079 + Penalty 3050.141151 = -1487812.907928 nChanged 12 SP:Iteration 68Q (2454.084282 sec): 3 clusters Score: Raw -1490864.916988 + Penalty 3050.141151 = -1487814.775837 nChanged 11 SP:Iteration 69Q (2454.137265 sec): 3 clusters Score: Raw -1490866.213751 + Penalty 3050.141151 = -1487816.072600 nChanged 10 SP:Iteration 70Q (2454.196644 sec): 3 clusters Score: Raw -1490867.376292 + Penalty 3050.141151 = -1487817.235141 nChanged 9 SP:Iteration 71Q (2454.251464 sec): 3 clusters Score: Raw -1490869.025522 + Penalty 3050.141151 = -1487818.884370 nChanged 10 SP:Iteration 72Q (2454.316464 sec): 3 clusters Score: Raw -1490871.031338 + Penalty 3050.141151 = -1487820.890187 nChanged 14 SP:Iteration 73Q (2454.381426 sec): 3 clusters Score: Raw -1490873.076216 + Penalty 3050.141151 = -1487822.935065 nChanged 9 SP:Iteration 74Q (2454.446765 sec): 3 clusters Score: Raw -1490874.487463 + Penalty 3050.141151 = -1487824.346312 nChanged 16 SP:Iteration 75Q (2454.511265 sec): 3 clusters Score: Raw -1490876.828756 + Penalty 3050.141151 = -1487826.687605 nChanged 11 SP:Iteration 76Q (2454.571325 sec): 3 clusters Score: Raw -1490878.004661 + Penalty 3050.141151 = -1487827.863510 nChanged 8 SP:Iteration 77Q (2454.636555 sec): 3 clusters Score: Raw -1490879.042642 + Penalty 3050.141151 = -1487828.901491 nChanged 6 SP:Iteration 78Q (2454.692638 sec): 3 clusters Score: Raw -1490879.644389 + Penalty 3050.141151 = -1487829.503238 nChanged 4 SP:Iteration 79Q (2454.752094 sec): 3 clusters Score: Raw -1490879.966862 + Penalty 3050.141151 = -1487829.825711 nChanged 4 SP:Iteration 80F (2454.820564 sec): 3 clusters Score: Raw -1490880.454557 + Penalty 3050.141151 = -1487830.313406 nChanged 7 SP:Iteration 81Q (2454.885962 sec): 3 clusters Score: Raw -1490881.234721 + Penalty 3050.141151 = -1487831.093569 nChanged 9 SP:Iteration 82Q (2454.958384 sec): 3 clusters Score: Raw -1490882.387969 + Penalty 3050.141151 = -1487832.246818 nChanged 7 SP:Iteration 83Q (2455.011170 sec): 3 clusters Score: Raw -1490883.298663 + Penalty 3050.141151 = -1487833.157512 nChanged 6 SP:Iteration 84Q (2455.075891 sec): 3 clusters Score: Raw -1490883.887868 + Penalty 3050.141151 = -1487833.746717 nChanged 5 SP:Iteration 85Q (2455.141441 sec): 3 clusters Score: Raw -1490884.477141 + Penalty 3050.141151 = -1487834.335990 nChanged 2 SP:Iteration 86Q (2455.206935 sec): 3 clusters Score: Raw -1490884.669419 + Penalty 3050.141151 = -1487834.528268 nChanged 1 SP:Iteration 87Q (2455.272353 sec): 3 clusters Score: Raw -1490884.745791 + Penalty 3050.141151 = -1487834.604640 nChanged 1 SP:Iteration 88Q (2455.337486 sec): 3 clusters Score: Raw -1490884.842212 + Penalty 3050.141151 = -1487834.701061 nChanged 1 SP:Iteration 89Q (2455.398639 sec): 3 clusters Score: Raw -1490884.911660 + Penalty 3050.141151 = -1487834.770509 nChanged 0 SP:Iteration 90F (2455.464486 sec): 3 clusters Score: Raw -1490884.911660 + Penalty 3050.141151 = -1487834.770509 nChanged 0 Trying to split cluster 20 (11539 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2455.501084 sec): 2 clusters Score: Raw -1324163.129787 + Penalty 1519.941781 = -1322643.188006 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2455.567785 sec): 3 clusters Score: Raw -1317545.771531 + Penalty 3039.883561 = -1314505.887969 nChanged 5072 SP:Iteration 1F (2455.634817 sec): 3 clusters Score: Raw -1320567.707955 + Penalty 3039.883561 = -1317527.824394 nChanged 947 SP:Iteration 2F (2455.702172 sec): 3 clusters Score: Raw -1321261.358713 + Penalty 3039.883561 = -1318221.475151 nChanged 922 SP:Iteration 3F (2455.769222 sec): 3 clusters Score: Raw -1321978.840165 + Penalty 3039.883561 = -1318938.956604 nChanged 856 SP:Iteration 4F (2455.836898 sec): 3 clusters Score: Raw -1322649.491871 + Penalty 3039.883561 = -1319609.608310 nChanged 786 SP:Iteration 5F (2455.904386 sec): 3 clusters Score: Raw -1323266.690813 + Penalty 3039.883561 = -1320226.807252 nChanged 676 SP:Iteration 6F (2455.961515 sec): 3 clusters Score: Raw -1323800.513076 + Penalty 3039.883561 = -1320760.629515 nChanged 602 SP:Iteration 7F (2456.028477 sec): 3 clusters Score: Raw -1324263.937600 + Penalty 3039.883561 = -1321224.054038 nChanged 536 SP:Iteration 8Q (2456.106626 sec): 3 clusters Score: Raw -1324625.647616 + Penalty 3039.883561 = -1321585.764055 nChanged 418 SP:Iteration 9Q (2456.161218 sec): 3 clusters Score: Raw -1324866.192766 + Penalty 3039.883561 = -1321826.309205 nChanged 306 SP:Iteration 10Q (2456.227230 sec): 3 clusters Score: Raw -1325003.648911 + Penalty 3039.883561 = -1321963.765350 nChanged 234 SP:Iteration 11Q (2456.293315 sec): 3 clusters Score: Raw -1325095.850976 + Penalty 3039.883561 = -1322055.967415 nChanged 201 SP:Iteration 12Q (2456.350664 sec): 3 clusters Score: Raw -1325158.183147 + Penalty 3039.883561 = -1322118.299585 nChanged 165 SP:Iteration 13Q (2456.416903 sec): 3 clusters Score: Raw -1325203.433884 + Penalty 3039.883561 = -1322163.550322 nChanged 127 SP:Iteration 14Q (2456.482170 sec): 3 clusters Score: Raw -1325242.655149 + Penalty 3039.883561 = -1322202.771588 nChanged 96 SP:Iteration 15Q (2456.549137 sec): 3 clusters Score: Raw -1325262.700511 + Penalty 3039.883561 = -1322222.816950 nChanged 71 SP:Iteration 16Q (2456.615807 sec): 3 clusters Score: Raw -1325277.660943 + Penalty 3039.883561 = -1322237.777382 nChanged 78 SP:Iteration 17Q (2456.682830 sec): 3 clusters Score: Raw -1325291.751882 + Penalty 3039.883561 = -1322251.868321 nChanged 49 SP:Iteration 18Q (2456.744248 sec): 3 clusters Score: Raw -1325301.850524 + Penalty 3039.883561 = -1322261.966962 nChanged 47 SP:Iteration 19Q (2456.810651 sec): 3 clusters Score: Raw -1325309.261696 + Penalty 3039.883561 = -1322269.378135 nChanged 41 SP:Iteration 20F (2456.875689 sec): 3 clusters Score: Raw -1325314.806560 + Penalty 3039.883561 = -1322274.922999 nChanged 31 SP:Iteration 21Q (2456.939685 sec): 3 clusters Score: Raw -1325319.317739 + Penalty 3039.883561 = -1322279.434178 nChanged 34 SP:Iteration 22Q (2457.001108 sec): 3 clusters Score: Raw -1325324.035622 + Penalty 3039.883561 = -1322284.152061 nChanged 39 SP:Iteration 23Q (2457.062095 sec): 3 clusters Score: Raw -1325328.610939 + Penalty 3039.883561 = -1322288.727378 nChanged 25 SP:Iteration 24Q (2457.123181 sec): 3 clusters Score: Raw -1325331.555170 + Penalty 3039.883561 = -1322291.671608 nChanged 15 SP:Iteration 25Q (2457.193392 sec): 3 clusters Score: Raw -1325332.947199 + Penalty 3039.883561 = -1322293.063638 nChanged 9 SP:Iteration 26Q (2457.249503 sec): 3 clusters Score: Raw -1325334.150940 + Penalty 3039.883561 = -1322294.267378 nChanged 12 SP:Iteration 27Q (2457.309636 sec): 3 clusters Score: Raw -1325334.864158 + Penalty 3039.883561 = -1322294.980596 nChanged 2 SP:Iteration 28Q (2457.377070 sec): 3 clusters Score: Raw -1325334.969220 + Penalty 3039.883561 = -1322295.085659 nChanged 2 SP:Iteration 29Q (2457.433463 sec): 3 clusters Score: Raw -1325335.126242 + Penalty 3039.883561 = -1322295.242681 nChanged 0 SP:Iteration 30F (2457.496462 sec): 3 clusters Score: Raw -1325335.126242 + Penalty 3039.883561 = -1322295.242681 nChanged 0 Trying to split cluster 21 (2123 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2457.512741 sec): 2 clusters Score: Raw -292394.425257 + Penalty 1244.845138 = -291149.580120 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2457.524079 sec): 3 clusters Score: Raw -291480.820604 + Penalty 2489.690275 = -288991.130329 nChanged 730 SP:Iteration 1F (2457.534674 sec): 3 clusters Score: Raw -291908.718928 + Penalty 2489.690275 = -289419.028653 nChanged 176 SP:Iteration 2F (2457.581945 sec): 3 clusters Score: Raw -292037.790214 + Penalty 2489.690275 = -289548.099939 nChanged 107 SP:Iteration 3F (2457.634017 sec): 3 clusters Score: Raw -292106.589160 + Penalty 2489.690275 = -289616.898885 nChanged 80 SP:Iteration 4Q (2457.686406 sec): 3 clusters Score: Raw -292159.094799 + Penalty 2489.690275 = -289669.404524 nChanged 68 SP:Iteration 5Q (2457.735077 sec): 3 clusters Score: Raw -292207.666404 + Penalty 2489.690275 = -289717.976128 nChanged 72 SP:Iteration 6Q (2457.786547 sec): 3 clusters Score: Raw -292258.476208 + Penalty 2489.690275 = -289768.785933 nChanged 73 SP:Iteration 7Q (2457.838463 sec): 3 clusters Score: Raw -292314.464779 + Penalty 2489.690275 = -289824.774504 nChanged 72 SP:Iteration 8Q (2457.889028 sec): 3 clusters Score: Raw -292388.518216 + Penalty 2489.690275 = -289898.827941 nChanged 78 SP:Iteration 9Q (2457.941240 sec): 3 clusters Score: Raw -292474.988078 + Penalty 2489.690275 = -289985.297803 nChanged 89 SP:Iteration 10Q (2457.988119 sec): 3 clusters Score: Raw -292589.836361 + Penalty 2489.690275 = -290100.146086 nChanged 84 SP:Iteration 11Q (2458.029421 sec): 3 clusters Score: Raw -292697.694704 + Penalty 2489.690275 = -290208.004429 nChanged 75 SP:Iteration 12Q (2458.081006 sec): 3 clusters Score: Raw -292780.136129 + Penalty 2489.690275 = -290290.445854 nChanged 46 SP:Iteration 13Q (2458.126535 sec): 3 clusters Score: Raw -292823.437453 + Penalty 2489.690275 = -290333.747178 nChanged 24 SP:Iteration 14Q (2458.178934 sec): 3 clusters Score: Raw -292851.317695 + Penalty 2489.690275 = -290361.627420 nChanged 22 SP:Iteration 15Q (2458.230846 sec): 3 clusters Score: Raw -292871.325398 + Penalty 2489.690275 = -290381.635123 nChanged 23 SP:Iteration 16Q (2458.280383 sec): 3 clusters Score: Raw -292889.647893 + Penalty 2489.690275 = -290399.957618 nChanged 9 SP:Iteration 17Q (2458.332468 sec): 3 clusters Score: Raw -292895.715076 + Penalty 2489.690275 = -290406.024801 nChanged 9 SP:Iteration 18Q (2458.385509 sec): 3 clusters Score: Raw -292902.554880 + Penalty 2489.690275 = -290412.864605 nChanged 8 SP:Iteration 19Q (2458.438035 sec): 3 clusters Score: Raw -292906.895223 + Penalty 2489.690275 = -290417.204948 nChanged 4 SP:Iteration 20F (2458.491038 sec): 3 clusters Score: Raw -292909.188694 + Penalty 2489.690275 = -290419.498419 nChanged 2 SP:Iteration 21Q (2458.534910 sec): 3 clusters Score: Raw -292910.633980 + Penalty 2489.690275 = -290420.943705 nChanged 3 SP:Iteration 22Q (2458.586803 sec): 3 clusters Score: Raw -292912.952730 + Penalty 2489.690275 = -290423.262455 nChanged 3 SP:Iteration 23Q (2458.638721 sec): 3 clusters Score: Raw -292915.407067 + Penalty 2489.690275 = -290425.716792 nChanged 4 SP:Iteration 24Q (2458.691120 sec): 3 clusters Score: Raw -292918.005740 + Penalty 2489.690275 = -290428.315465 nChanged 2 SP:Iteration 25Q (2458.742303 sec): 3 clusters Score: Raw -292919.424516 + Penalty 2489.690275 = -290429.734241 nChanged 1 SP:Iteration 26Q (2458.785638 sec): 3 clusters Score: Raw -292920.415143 + Penalty 2489.690275 = -290430.724868 nChanged 2 SP:Iteration 27Q (2458.835823 sec): 3 clusters Score: Raw -292922.680375 + Penalty 2489.690275 = -290432.990100 nChanged 2 SP:Iteration 28Q (2458.877435 sec): 3 clusters Score: Raw -292923.944271 + Penalty 2489.690275 = -290434.253996 nChanged 2 SP:Iteration 29Q (2458.928984 sec): 3 clusters Score: Raw -292925.304796 + Penalty 2489.690275 = -290435.614521 nChanged 3 SP:Iteration 30Q (2458.980717 sec): 3 clusters Score: Raw -292927.688670 + Penalty 2489.690275 = -290437.998395 nChanged 1 SP:Iteration 31Q (2459.031405 sec): 3 clusters Score: Raw -292928.263747 + Penalty 2489.690275 = -290438.573472 nChanged 0 SP:Iteration 32F (2459.083255 sec): 3 clusters Score: Raw -292928.263747 + Penalty 2489.690275 = -290438.573472 nChanged 0 Trying to split cluster 22 (14933 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2459.126573 sec): 2 clusters Score: Raw -1992641.294643 + Penalty 1561.840931 = -1991079.453712 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2459.195435 sec): 3 clusters Score: Raw -1983931.514691 + Penalty 3123.681863 = -1980807.832829 nChanged 6626 SP:Iteration 1F (2459.260191 sec): 3 clusters Score: Raw -1987803.800166 + Penalty 3123.681863 = -1984680.118304 nChanged 1144 SP:Iteration 2F (2459.333869 sec): 3 clusters Score: Raw -1988676.560512 + Penalty 3123.681863 = -1985552.878650 nChanged 1220 SP:Iteration 3F (2459.391396 sec): 3 clusters Score: Raw -1989662.211702 + Penalty 3123.681863 = -1986538.529839 nChanged 1230 SP:Iteration 4F (2459.428670 sec): 3 clusters Score: Raw -1990654.573061 + Penalty 3123.681863 = -1987530.891198 nChanged 1112 SP:Iteration 5F (2459.464794 sec): 3 clusters Score: Raw -1991489.199287 + Penalty 3123.681863 = -1988365.517424 nChanged 892 SP:Iteration 6F (2459.500253 sec): 3 clusters Score: Raw -1992098.371312 + Penalty 3123.681863 = -1988974.689449 nChanged 671 SP:Iteration 7Q (2459.535681 sec): 3 clusters Score: Raw -1992497.528535 + Penalty 3123.681863 = -1989373.846672 nChanged 494 SP:Iteration 8Q (2459.570775 sec): 3 clusters Score: Raw -1992755.622880 + Penalty 3123.681863 = -1989631.941017 nChanged 326 SP:Iteration 9Q (2459.605921 sec): 3 clusters Score: Raw -1992900.763231 + Penalty 3123.681863 = -1989777.081369 nChanged 245 SP:Iteration 10Q (2459.641009 sec): 3 clusters Score: Raw -1993020.684270 + Penalty 3123.681863 = -1989897.002407 nChanged 208 SP:Iteration 11Q (2459.675964 sec): 3 clusters Score: Raw -1993123.821436 + Penalty 3123.681863 = -1990000.139574 nChanged 194 SP:Iteration 12Q (2459.710598 sec): 3 clusters Score: Raw -1993222.909426 + Penalty 3123.681863 = -1990099.227564 nChanged 177 SP:Iteration 13Q (2459.744815 sec): 3 clusters Score: Raw -1993302.131775 + Penalty 3123.681863 = -1990178.449912 nChanged 148 SP:Iteration 14Q (2459.778670 sec): 3 clusters Score: Raw -1993366.083812 + Penalty 3123.681863 = -1990242.401949 nChanged 120 SP:Iteration 15Q (2459.812265 sec): 3 clusters Score: Raw -1993407.078931 + Penalty 3123.681863 = -1990283.397068 nChanged 107 SP:Iteration 16Q (2459.849639 sec): 3 clusters Score: Raw -1993442.394406 + Penalty 3123.681863 = -1990318.712543 nChanged 94 SP:Iteration 17Q (2459.887997 sec): 3 clusters Score: Raw -1993471.894282 + Penalty 3123.681863 = -1990348.212419 nChanged 77 SP:Iteration 18Q (2459.927301 sec): 3 clusters Score: Raw -1993496.386096 + Penalty 3123.681863 = -1990372.704234 nChanged 81 SP:Iteration 19Q (2459.961094 sec): 3 clusters Score: Raw -1993516.547172 + Penalty 3123.681863 = -1990392.865310 nChanged 59 SP:Iteration 20F (2460.031934 sec): 3 clusters Score: Raw -1993529.513327 + Penalty 3123.681863 = -1990405.831464 nChanged 43 SP:Iteration 21Q (2460.070115 sec): 3 clusters Score: Raw -1993538.493128 + Penalty 3123.681863 = -1990414.811265 nChanged 33 SP:Iteration 22Q (2460.105783 sec): 3 clusters Score: Raw -1993543.893727 + Penalty 3123.681863 = -1990420.211864 nChanged 29 SP:Iteration 23Q (2460.142836 sec): 3 clusters Score: Raw -1993549.175941 + Penalty 3123.681863 = -1990425.494078 nChanged 27 SP:Iteration 24Q (2460.181170 sec): 3 clusters Score: Raw -1993555.600914 + Penalty 3123.681863 = -1990431.919052 nChanged 35 SP:Iteration 25Q (2460.214321 sec): 3 clusters Score: Raw -1993561.913062 + Penalty 3123.681863 = -1990438.231199 nChanged 31 SP:Iteration 26Q (2460.250305 sec): 3 clusters Score: Raw -1993566.629052 + Penalty 3123.681863 = -1990442.947189 nChanged 26 SP:Iteration 27Q (2460.283140 sec): 3 clusters Score: Raw -1993570.378447 + Penalty 3123.681863 = -1990446.696584 nChanged 26 SP:Iteration 28Q (2460.316111 sec): 3 clusters Score: Raw -1993574.064206 + Penalty 3123.681863 = -1990450.382343 nChanged 17 SP:Iteration 29Q (2460.349878 sec): 3 clusters Score: Raw -1993578.455450 + Penalty 3123.681863 = -1990454.773588 nChanged 29 SP:Iteration 30Q (2460.383813 sec): 3 clusters Score: Raw -1993583.904409 + Penalty 3123.681863 = -1990460.222546 nChanged 30 SP:Iteration 31Q (2460.416942 sec): 3 clusters Score: Raw -1993589.147727 + Penalty 3123.681863 = -1990465.465865 nChanged 30 SP:Iteration 32Q (2460.449744 sec): 3 clusters Score: Raw -1993594.444043 + Penalty 3123.681863 = -1990470.762181 nChanged 30 SP:Iteration 33Q (2460.489476 sec): 3 clusters Score: Raw -1993599.860760 + Penalty 3123.681863 = -1990476.178898 nChanged 31 SP:Iteration 34Q (2460.522425 sec): 3 clusters Score: Raw -1993604.394448 + Penalty 3123.681863 = -1990480.712586 nChanged 22 SP:Iteration 35Q (2460.555301 sec): 3 clusters Score: Raw -1993607.703809 + Penalty 3123.681863 = -1990484.021946 nChanged 18 SP:Iteration 36Q (2460.592905 sec): 3 clusters Score: Raw -1993610.717786 + Penalty 3123.681863 = -1990487.035923 nChanged 16 SP:Iteration 37Q (2460.630008 sec): 3 clusters Score: Raw -1993612.708159 + Penalty 3123.681863 = -1990489.026296 nChanged 15 SP:Iteration 38Q (2460.669683 sec): 3 clusters Score: Raw -1993615.940904 + Penalty 3123.681863 = -1990492.259042 nChanged 18 SP:Iteration 39Q (2460.702431 sec): 3 clusters Score: Raw -1993619.315531 + Penalty 3123.681863 = -1990495.633669 nChanged 15 SP:Iteration 40F (2460.737636 sec): 3 clusters Score: Raw -1993621.603331 + Penalty 3123.681863 = -1990497.921469 nChanged 14 SP:Iteration 41Q (2460.774805 sec): 3 clusters Score: Raw -1993623.390265 + Penalty 3123.681863 = -1990499.708402 nChanged 11 SP:Iteration 42Q (2460.840599 sec): 3 clusters Score: Raw -1993624.984060 + Penalty 3123.681863 = -1990501.302198 nChanged 13 SP:Iteration 43Q (2460.882224 sec): 3 clusters Score: Raw -1993626.950272 + Penalty 3123.681863 = -1990503.268410 nChanged 13 SP:Iteration 44Q (2460.921579 sec): 3 clusters Score: Raw -1993628.934640 + Penalty 3123.681863 = -1990505.252777 nChanged 16 SP:Iteration 45Q (2460.958592 sec): 3 clusters Score: Raw -1993631.686726 + Penalty 3123.681863 = -1990508.004863 nChanged 21 SP:Iteration 46Q (2460.995889 sec): 3 clusters Score: Raw -1993634.935917 + Penalty 3123.681863 = -1990511.254054 nChanged 20 SP:Iteration 47Q (2461.031424 sec): 3 clusters Score: Raw -1993637.899730 + Penalty 3123.681863 = -1990514.217867 nChanged 17 SP:Iteration 48Q (2461.087942 sec): 3 clusters Score: Raw -1993640.117334 + Penalty 3123.681863 = -1990516.435472 nChanged 18 SP:Iteration 49Q (2461.122800 sec): 3 clusters Score: Raw -1993643.447059 + Penalty 3123.681863 = -1990519.765197 nChanged 26 SP:Iteration 50Q (2461.158036 sec): 3 clusters Score: Raw -1993648.948652 + Penalty 3123.681863 = -1990525.266790 nChanged 32 SP:Iteration 51Q (2461.192984 sec): 3 clusters Score: Raw -1993655.805940 + Penalty 3123.681863 = -1990532.124077 nChanged 24 SP:Iteration 52Q (2461.226301 sec): 3 clusters Score: Raw -1993659.845548 + Penalty 3123.681863 = -1990536.163686 nChanged 18 SP:Iteration 53Q (2461.265213 sec): 3 clusters Score: Raw -1993662.786380 + Penalty 3123.681863 = -1990539.104517 nChanged 21 SP:Iteration 54Q (2461.297245 sec): 3 clusters Score: Raw -1993665.757082 + Penalty 3123.681863 = -1990542.075219 nChanged 17 SP:Iteration 55Q (2461.337927 sec): 3 clusters Score: Raw -1993668.085163 + Penalty 3123.681863 = -1990544.403300 nChanged 17 SP:Iteration 56Q (2461.392580 sec): 3 clusters Score: Raw -1993670.160724 + Penalty 3123.681863 = -1990546.478862 nChanged 22 SP:Iteration 57Q (2461.429348 sec): 3 clusters Score: Raw -1993673.705604 + Penalty 3123.681863 = -1990550.023741 nChanged 23 SP:Iteration 58Q (2461.473042 sec): 3 clusters Score: Raw -1993677.531428 + Penalty 3123.681863 = -1990553.849565 nChanged 25 SP:Iteration 59Q (2461.541932 sec): 3 clusters Score: Raw -1993680.775217 + Penalty 3123.681863 = -1990557.093354 nChanged 20 SP:Iteration 60F (2461.603942 sec): 3 clusters Score: Raw -1993683.291607 + Penalty 3123.681863 = -1990559.609744 nChanged 15 SP:Iteration 61Q (2461.670381 sec): 3 clusters Score: Raw -1993685.100063 + Penalty 3123.681863 = -1990561.418200 nChanged 8 SP:Iteration 62Q (2461.745821 sec): 3 clusters Score: Raw -1993686.158430 + Penalty 3123.681863 = -1990562.476567 nChanged 7 SP:Iteration 63Q (2461.800625 sec): 3 clusters Score: Raw -1993687.395637 + Penalty 3123.681863 = -1990563.713775 nChanged 11 SP:Iteration 64Q (2461.857921 sec): 3 clusters Score: Raw -1993688.615619 + Penalty 3123.681863 = -1990564.933756 nChanged 10 SP:Iteration 65Q (2461.933728 sec): 3 clusters Score: Raw -1993689.563188 + Penalty 3123.681863 = -1990565.881326 nChanged 6 SP:Iteration 66Q (2461.989715 sec): 3 clusters Score: Raw -1993690.159486 + Penalty 3123.681863 = -1990566.477623 nChanged 7 SP:Iteration 67Q (2462.057195 sec): 3 clusters Score: Raw -1993691.067799 + Penalty 3123.681863 = -1990567.385936 nChanged 7 SP:Iteration 68Q (2462.114496 sec): 3 clusters Score: Raw -1993692.145875 + Penalty 3123.681863 = -1990568.464013 nChanged 6 SP:Iteration 69Q (2462.181750 sec): 3 clusters Score: Raw -1993692.967141 + Penalty 3123.681863 = -1990569.285278 nChanged 6 SP:Iteration 70Q (2462.254888 sec): 3 clusters Score: Raw -1993693.633504 + Penalty 3123.681863 = -1990569.951642 nChanged 4 SP:Iteration 71Q (2462.310063 sec): 3 clusters Score: Raw -1993693.927315 + Penalty 3123.681863 = -1990570.245453 nChanged 3 SP:Iteration 72Q (2462.370061 sec): 3 clusters Score: Raw -1993694.445980 + Penalty 3123.681863 = -1990570.764118 nChanged 5 SP:Iteration 73Q (2462.431533 sec): 3 clusters Score: Raw -1993695.042947 + Penalty 3123.681863 = -1990571.361084 nChanged 2 SP:Iteration 74Q (2462.495288 sec): 3 clusters Score: Raw -1993695.389111 + Penalty 3123.681863 = -1990571.707249 nChanged 0 SP:Iteration 75F (2462.561439 sec): 3 clusters Score: Raw -1993695.389111 + Penalty 3123.681863 = -1990571.707249 nChanged 0 Trying to split cluster 23 (109414 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2462.703898 sec): 2 clusters Score: Raw -14807029.749089 + Penalty 1885.470296 = -14805144.278792 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2462.926894 sec): 3 clusters Score: Raw -14735722.663083 + Penalty 3770.940593 = -14731951.722490 nChanged 52352 SP:Iteration 1F (2463.140291 sec): 3 clusters Score: Raw -14766512.282334 + Penalty 3770.940593 = -14762741.341741 nChanged 4061 SP:Iteration 2Q (2463.355410 sec): 3 clusters Score: Raw -14767809.313923 + Penalty 3770.940593 = -14764038.373330 nChanged 4441 SP:Iteration 3Q (2463.563068 sec): 3 clusters Score: Raw -14769568.168166 + Penalty 3770.940593 = -14765797.227573 nChanged 5020 SP:Iteration 4Q (2463.785659 sec): 3 clusters Score: Raw -14771986.465628 + Penalty 3770.940593 = -14768215.525035 nChanged 5722 SP:Iteration 5F (2463.982041 sec): 3 clusters Score: Raw -14775422.770734 + Penalty 3770.940593 = -14771651.830142 nChanged 6445 SP:Iteration 6F (2464.202663 sec): 3 clusters Score: Raw -14779900.179876 + Penalty 3770.940593 = -14776129.239284 nChanged 6720 SP:Iteration 7F (2464.421730 sec): 3 clusters Score: Raw -14784917.269846 + Penalty 3770.940593 = -14781146.329254 nChanged 6376 SP:Iteration 8F (2464.641313 sec): 3 clusters Score: Raw -14789576.885982 + Penalty 3770.940593 = -14785805.945389 nChanged 5441 SP:Iteration 9Q (2464.862812 sec): 3 clusters Score: Raw -14793048.125354 + Penalty 3770.940593 = -14789277.184761 nChanged 4341 SP:Iteration 10Q (2465.082115 sec): 3 clusters Score: Raw -14795438.255048 + Penalty 3770.940593 = -14791667.314455 nChanged 3393 SP:Iteration 11Q (2465.297775 sec): 3 clusters Score: Raw -14796970.894065 + Penalty 3770.940593 = -14793199.953472 nChanged 2507 SP:Iteration 12Q (2465.512432 sec): 3 clusters Score: Raw -14797957.484698 + Penalty 3770.940593 = -14794186.544105 nChanged 1933 SP:Iteration 13Q (2465.716514 sec): 3 clusters Score: Raw -14798663.707258 + Penalty 3770.940593 = -14794892.766666 nChanged 1716 SP:Iteration 14Q (2465.924949 sec): 3 clusters Score: Raw -14799300.960832 + Penalty 3770.940593 = -14795530.020239 nChanged 1613 SP:Iteration 15Q (2466.102492 sec): 3 clusters Score: Raw -14799907.422959 + Penalty 3770.940593 = -14796136.482366 nChanged 1580 SP:Iteration 16Q (2466.274974 sec): 3 clusters Score: Raw -14800510.543768 + Penalty 3770.940593 = -14796739.603175 nChanged 1559 SP:Iteration 17Q (2466.444945 sec): 3 clusters Score: Raw -14801108.280907 + Penalty 3770.940593 = -14797337.340315 nChanged 1529 SP:Iteration 18Q (2466.614816 sec): 3 clusters Score: Raw -14801706.888549 + Penalty 3770.940593 = -14797935.947956 nChanged 1472 SP:Iteration 19Q (2466.817575 sec): 3 clusters Score: Raw -14802289.929141 + Penalty 3770.940593 = -14798518.988548 nChanged 1468 SP:Iteration 20F (2467.037984 sec): 3 clusters Score: Raw -14802922.671306 + Penalty 3770.940593 = -14799151.730714 nChanged 1462 SP:Iteration 21Q (2467.232906 sec): 3 clusters Score: Raw -14803577.858961 + Penalty 3770.940593 = -14799806.918368 nChanged 1317 SP:Iteration 22Q (2467.429091 sec): 3 clusters Score: Raw -14804187.196641 + Penalty 3770.940593 = -14800416.256048 nChanged 1183 SP:Iteration 23Q (2467.616265 sec): 3 clusters Score: Raw -14804732.801814 + Penalty 3770.940593 = -14800961.861221 nChanged 1024 SP:Iteration 24Q (2467.786648 sec): 3 clusters Score: Raw -14805228.666110 + Penalty 3770.940593 = -14801457.725517 nChanged 894 SP:Iteration 25Q (2467.950667 sec): 3 clusters Score: Raw -14805657.974203 + Penalty 3770.940593 = -14801887.033611 nChanged 748 SP:Iteration 26Q (2468.110342 sec): 3 clusters Score: Raw -14806037.096549 + Penalty 3770.940593 = -14802266.155956 nChanged 574 SP:Iteration 27Q (2468.267227 sec): 3 clusters Score: Raw -14806329.367561 + Penalty 3770.940593 = -14802558.426968 nChanged 446 SP:Iteration 28Q (2468.470482 sec): 3 clusters Score: Raw -14806557.596833 + Penalty 3770.940593 = -14802786.656240 nChanged 356 SP:Iteration 29Q (2468.665185 sec): 3 clusters Score: Raw -14806736.290394 + Penalty 3770.940593 = -14802965.349801 nChanged 266 SP:Iteration 30Q (2468.872545 sec): 3 clusters Score: Raw -14806875.012931 + Penalty 3770.940593 = -14803104.072338 nChanged 187 SP:Iteration 31Q (2469.067984 sec): 3 clusters Score: Raw -14806961.630070 + Penalty 3770.940593 = -14803190.689477 nChanged 138 SP:Iteration 32Q (2469.267012 sec): 3 clusters Score: Raw -14807030.446331 + Penalty 3770.940593 = -14803259.505739 nChanged 106 SP:Iteration 33Q (2469.443541 sec): 3 clusters Score: Raw -14807082.928740 + Penalty 3770.940593 = -14803311.988147 nChanged 81 SP:Iteration 34Q (2469.628858 sec): 3 clusters Score: Raw -14807123.873064 + Penalty 3770.940593 = -14803352.932471 nChanged 78 SP:Iteration 35Q (2469.814628 sec): 3 clusters Score: Raw -14807165.480684 + Penalty 3770.940593 = -14803394.540091 nChanged 59 SP:Iteration 36Q (2469.990617 sec): 3 clusters Score: Raw -14807193.571447 + Penalty 3770.940593 = -14803422.630854 nChanged 37 SP:Iteration 37Q (2470.168814 sec): 3 clusters Score: Raw -14807212.135156 + Penalty 3770.940593 = -14803441.194564 nChanged 29 SP:Iteration 38Q (2470.348131 sec): 3 clusters Score: Raw -14807228.803416 + Penalty 3770.940593 = -14803457.862823 nChanged 36 SP:Iteration 39Q (2470.529002 sec): 3 clusters Score: Raw -14807247.812655 + Penalty 3770.940593 = -14803476.872062 nChanged 32 SP:Iteration 40F (2470.747901 sec): 3 clusters Score: Raw -14807266.894012 + Penalty 3770.940593 = -14803495.953419 nChanged 27 SP:Iteration 41Q (2470.934945 sec): 3 clusters Score: Raw -14807280.385076 + Penalty 3770.940593 = -14803509.444484 nChanged 29 SP:Iteration 42Q (2471.121212 sec): 3 clusters Score: Raw -14807294.851860 + Penalty 3770.940593 = -14803523.911267 nChanged 26 SP:Iteration 43Q (2471.298701 sec): 3 clusters Score: Raw -14807308.837863 + Penalty 3770.940593 = -14803537.897270 nChanged 19 SP:Iteration 44Q (2471.467671 sec): 3 clusters Score: Raw -14807318.908789 + Penalty 3770.940593 = -14803547.968197 nChanged 16 SP:Iteration 45Q (2471.620440 sec): 3 clusters Score: Raw -14807325.599842 + Penalty 3770.940593 = -14803554.659250 nChanged 9 SP:Iteration 46Q (2471.771666 sec): 3 clusters Score: Raw -14807329.050381 + Penalty 3770.940593 = -14803558.109788 nChanged 8 SP:Iteration 47Q (2471.923211 sec): 3 clusters Score: Raw -14807332.872199 + Penalty 3770.940593 = -14803561.931607 nChanged 8 SP:Iteration 48Q (2472.077591 sec): 3 clusters Score: Raw -14807336.984281 + Penalty 3770.940593 = -14803566.043688 nChanged 10 SP:Iteration 49Q (2472.233100 sec): 3 clusters Score: Raw -14807341.259126 + Penalty 3770.940593 = -14803570.318534 nChanged 7 SP:Iteration 50Q (2472.387555 sec): 3 clusters Score: Raw -14807344.883094 + Penalty 3770.940593 = -14803573.942501 nChanged 7 SP:Iteration 51Q (2472.545792 sec): 3 clusters Score: Raw -14807348.308179 + Penalty 3770.940593 = -14803577.367586 nChanged 4 SP:Iteration 52Q (2472.695023 sec): 3 clusters Score: Raw -14807349.682894 + Penalty 3770.940593 = -14803578.742301 nChanged 4 SP:Iteration 53Q (2472.871354 sec): 3 clusters Score: Raw -14807351.437349 + Penalty 3770.940593 = -14803580.496756 nChanged 3 SP:Iteration 54Q (2473.050748 sec): 3 clusters Score: Raw -14807352.746964 + Penalty 3770.940593 = -14803581.806371 nChanged 4 SP:Iteration 55Q (2473.234624 sec): 3 clusters Score: Raw -14807354.373591 + Penalty 3770.940593 = -14803583.432998 nChanged 2 SP:Iteration 56Q (2473.407491 sec): 3 clusters Score: Raw -14807355.018318 + Penalty 3770.940593 = -14803584.077725 nChanged 0 SP:Iteration 57F (2473.626385 sec): 3 clusters Score: Raw -14807355.018318 + Penalty 3770.940593 = -14803584.077725 nChanged 0 Trying to split cluster 24 (926 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2473.647996 sec): 2 clusters Score: Raw -115004.124830 + Penalty 1110.017063 = -113894.107767 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2473.697969 sec): 3 clusters Score: Raw -114786.452137 + Penalty 2220.034126 = -112566.418011 nChanged 271 SP:Iteration 1F (2473.739263 sec): 3 clusters Score: Raw -115066.053711 + Penalty 2220.034126 = -112846.019585 nChanged 68 SP:Iteration 2F (2473.789905 sec): 3 clusters Score: Raw -115207.847116 + Penalty 2220.034126 = -112987.812990 nChanged 40 SP:Iteration 3Q (2473.840150 sec): 3 clusters Score: Raw -115276.853214 + Penalty 2220.034126 = -113056.819087 nChanged 34 SP:Iteration 4Q (2473.880064 sec): 3 clusters Score: Raw -115325.014963 + Penalty 2220.034126 = -113104.980837 nChanged 30 SP:Iteration 5Q (2473.931073 sec): 3 clusters Score: Raw -115367.383953 + Penalty 2220.034126 = -113147.349827 nChanged 22 SP:Iteration 6Q (2473.969531 sec): 3 clusters Score: Raw -115395.977992 + Penalty 2220.034126 = -113175.943866 nChanged 26 SP:Iteration 7Q (2474.015833 sec): 3 clusters Score: Raw -115423.617935 + Penalty 2220.034126 = -113203.583809 nChanged 17 SP:Iteration 8Q (2474.066551 sec): 3 clusters Score: Raw -115442.272367 + Penalty 2220.034126 = -113222.238241 nChanged 11 SP:Iteration 9Q (2474.117536 sec): 3 clusters Score: Raw -115451.289714 + Penalty 2220.034126 = -113231.255588 nChanged 8 SP:Iteration 10Q (2474.168920 sec): 3 clusters Score: Raw -115458.559920 + Penalty 2220.034126 = -113238.525794 nChanged 10 SP:Iteration 11Q (2474.211248 sec): 3 clusters Score: Raw -115465.062251 + Penalty 2220.034126 = -113245.028125 nChanged 10 SP:Iteration 12Q (2474.262474 sec): 3 clusters Score: Raw -115475.884183 + Penalty 2220.034126 = -113255.850056 nChanged 9 SP:Iteration 13Q (2474.309886 sec): 3 clusters Score: Raw -115482.092840 + Penalty 2220.034126 = -113262.058714 nChanged 9 SP:Iteration 14Q (2474.360611 sec): 3 clusters Score: Raw -115487.782229 + Penalty 2220.034126 = -113267.748103 nChanged 4 SP:Iteration 15Q (2474.410414 sec): 3 clusters Score: Raw -115489.621462 + Penalty 2220.034126 = -113269.587335 nChanged 7 SP:Iteration 16Q (2474.455474 sec): 3 clusters Score: Raw -115497.229690 + Penalty 2220.034126 = -113277.195563 nChanged 6 SP:Iteration 17Q (2474.503231 sec): 3 clusters Score: Raw -115505.907824 + Penalty 2220.034126 = -113285.873698 nChanged 10 SP:Iteration 18Q (2474.562369 sec): 3 clusters Score: Raw -115512.664070 + Penalty 2220.034126 = -113292.629944 nChanged 7 SP:Iteration 19Q (2474.600959 sec): 3 clusters Score: Raw -115517.699460 + Penalty 2220.034126 = -113297.665333 nChanged 7 SP:Iteration 20F (2474.644704 sec): 3 clusters Score: Raw -115522.044076 + Penalty 2220.034126 = -113302.009950 nChanged 2 SP:Iteration 21Q (2474.695647 sec): 3 clusters Score: Raw -115524.283229 + Penalty 2220.034126 = -113304.249103 nChanged 2 SP:Iteration 22Q (2474.746568 sec): 3 clusters Score: Raw -115526.351737 + Penalty 2220.034126 = -113306.317611 nChanged 2 SP:Iteration 23Q (2474.796339 sec): 3 clusters Score: Raw -115530.542122 + Penalty 2220.034126 = -113310.507995 nChanged 2 SP:Iteration 24Q (2474.845975 sec): 3 clusters Score: Raw -115534.521803 + Penalty 2220.034126 = -113314.487677 nChanged 2 SP:Iteration 25Q (2474.889452 sec): 3 clusters Score: Raw -115537.122509 + Penalty 2220.034126 = -113317.088383 nChanged 0 SP:Iteration 26F (2474.936071 sec): 3 clusters Score: Raw -115537.122509 + Penalty 2220.034126 = -113317.088383 nChanged 0 Trying to split cluster 25 (32578 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2474.997930 sec): 2 clusters Score: Raw -4293034.975366 + Penalty 1688.601280 = -4291346.374086 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2475.096946 sec): 3 clusters Score: Raw -4272843.266566 + Penalty 3377.202560 = -4269466.064006 nChanged 15119 SP:Iteration 1F (2475.199864 sec): 3 clusters Score: Raw -4281223.040516 + Penalty 3377.202560 = -4277845.837956 nChanged 1638 SP:Iteration 2F (2475.303163 sec): 3 clusters Score: Raw -4282008.512758 + Penalty 3377.202560 = -4278631.310198 nChanged 1838 SP:Iteration 3F (2475.405835 sec): 3 clusters Score: Raw -4283132.171062 + Penalty 3377.202560 = -4279754.968501 nChanged 2018 SP:Iteration 4F (2475.509821 sec): 3 clusters Score: Raw -4284614.857868 + Penalty 3377.202560 = -4281237.655308 nChanged 2129 SP:Iteration 5F (2475.604752 sec): 3 clusters Score: Raw -4286377.550655 + Penalty 3377.202560 = -4283000.348094 nChanged 2155 SP:Iteration 6F (2475.701416 sec): 3 clusters Score: Raw -4288166.106181 + Penalty 3377.202560 = -4284788.903621 nChanged 1980 SP:Iteration 7F (2475.804283 sec): 3 clusters Score: Raw -4289569.905299 + Penalty 3377.202560 = -4286192.702739 nChanged 1613 SP:Iteration 8Q (2475.899442 sec): 3 clusters Score: Raw -4290480.573781 + Penalty 3377.202560 = -4287103.371221 nChanged 1169 SP:Iteration 9Q (2475.994977 sec): 3 clusters Score: Raw -4291020.787471 + Penalty 3377.202560 = -4287643.584910 nChanged 906 SP:Iteration 10Q (2476.092592 sec): 3 clusters Score: Raw -4291389.466856 + Penalty 3377.202560 = -4288012.264296 nChanged 752 SP:Iteration 11Q (2476.179834 sec): 3 clusters Score: Raw -4291668.344441 + Penalty 3377.202560 = -4288291.141881 nChanged 627 SP:Iteration 12Q (2476.269106 sec): 3 clusters Score: Raw -4291881.139491 + Penalty 3377.202560 = -4288503.936931 nChanged 518 SP:Iteration 13Q (2476.358289 sec): 3 clusters Score: Raw -4292035.025152 + Penalty 3377.202560 = -4288657.822592 nChanged 448 SP:Iteration 14Q (2476.447023 sec): 3 clusters Score: Raw -4292155.843075 + Penalty 3377.202560 = -4288778.640515 nChanged 368 SP:Iteration 15Q (2476.535408 sec): 3 clusters Score: Raw -4292236.972107 + Penalty 3377.202560 = -4288859.769547 nChanged 298 SP:Iteration 16Q (2476.623819 sec): 3 clusters Score: Raw -4292294.270333 + Penalty 3377.202560 = -4288917.067773 nChanged 241 SP:Iteration 17Q (2476.710993 sec): 3 clusters Score: Raw -4292338.419610 + Penalty 3377.202560 = -4288961.217050 nChanged 239 SP:Iteration 18Q (2476.798319 sec): 3 clusters Score: Raw -4292380.016825 + Penalty 3377.202560 = -4289002.814265 nChanged 223 SP:Iteration 19Q (2476.876001 sec): 3 clusters Score: Raw -4292420.905667 + Penalty 3377.202560 = -4289043.703107 nChanged 216 SP:Iteration 20F (2476.973791 sec): 3 clusters Score: Raw -4292459.764305 + Penalty 3377.202560 = -4289082.561745 nChanged 215 SP:Iteration 21Q (2477.066311 sec): 3 clusters Score: Raw -4292501.690258 + Penalty 3377.202560 = -4289124.487698 nChanged 207 SP:Iteration 22Q (2477.155885 sec): 3 clusters Score: Raw -4292542.161201 + Penalty 3377.202560 = -4289164.958641 nChanged 201 SP:Iteration 23Q (2477.248426 sec): 3 clusters Score: Raw -4292579.984646 + Penalty 3377.202560 = -4289202.782086 nChanged 167 SP:Iteration 24Q (2477.340325 sec): 3 clusters Score: Raw -4292609.952598 + Penalty 3377.202560 = -4289232.750038 nChanged 180 SP:Iteration 25Q (2477.430753 sec): 3 clusters Score: Raw -4292643.518352 + Penalty 3377.202560 = -4289266.315791 nChanged 169 SP:Iteration 26Q (2477.525273 sec): 3 clusters Score: Raw -4292678.162025 + Penalty 3377.202560 = -4289300.959465 nChanged 179 SP:Iteration 27Q (2477.602998 sec): 3 clusters Score: Raw -4292710.466168 + Penalty 3377.202560 = -4289333.263608 nChanged 158 SP:Iteration 28Q (2477.692759 sec): 3 clusters Score: Raw -4292738.350763 + Penalty 3377.202560 = -4289361.148202 nChanged 164 SP:Iteration 29Q (2477.772532 sec): 3 clusters Score: Raw -4292766.514319 + Penalty 3377.202560 = -4289389.311759 nChanged 150 SP:Iteration 30Q (2477.858212 sec): 3 clusters Score: Raw -4292792.629579 + Penalty 3377.202560 = -4289415.427019 nChanged 177 SP:Iteration 31Q (2477.944467 sec): 3 clusters Score: Raw -4292825.386622 + Penalty 3377.202560 = -4289448.184062 nChanged 182 SP:Iteration 32Q (2478.031666 sec): 3 clusters Score: Raw -4292866.611050 + Penalty 3377.202560 = -4289489.408490 nChanged 194 SP:Iteration 33Q (2478.119004 sec): 3 clusters Score: Raw -4292914.179829 + Penalty 3377.202560 = -4289536.977269 nChanged 196 SP:Iteration 34Q (2478.188906 sec): 3 clusters Score: Raw -4292960.928246 + Penalty 3377.202560 = -4289583.725686 nChanged 198 SP:Iteration 35Q (2478.262897 sec): 3 clusters Score: Raw -4293016.263249 + Penalty 3377.202560 = -4289639.060689 nChanged 216 SP:Iteration 36Q (2478.350663 sec): 3 clusters Score: Raw -4293074.656592 + Penalty 3377.202560 = -4289697.454032 nChanged 210 SP:Iteration 37Q (2478.411712 sec): 3 clusters Score: Raw -4293128.839676 + Penalty 3377.202560 = -4289751.637116 nChanged 207 SP:Iteration 38Q (2478.465245 sec): 3 clusters Score: Raw -4293179.325539 + Penalty 3377.202560 = -4289802.122979 nChanged 185 SP:Iteration 39Q (2478.525738 sec): 3 clusters Score: Raw -4293223.698880 + Penalty 3377.202560 = -4289846.496320 nChanged 177 SP:Iteration 40F (2478.586395 sec): 3 clusters Score: Raw -4293271.543533 + Penalty 3377.202560 = -4289894.340973 nChanged 172 SP:Iteration 41Q (2478.639963 sec): 3 clusters Score: Raw -4293319.620480 + Penalty 3377.202560 = -4289942.417920 nChanged 182 SP:Iteration 42Q (2478.715387 sec): 3 clusters Score: Raw -4293365.743355 + Penalty 3377.202560 = -4289988.540795 nChanged 166 SP:Iteration 43Q (2478.800607 sec): 3 clusters Score: Raw -4293405.979213 + Penalty 3377.202560 = -4290028.776652 nChanged 139 SP:Iteration 44Q (2478.891546 sec): 3 clusters Score: Raw -4293438.427714 + Penalty 3377.202560 = -4290061.225154 nChanged 152 SP:Iteration 45Q (2478.972621 sec): 3 clusters Score: Raw -4293473.869536 + Penalty 3377.202560 = -4290096.666975 nChanged 111 SP:Iteration 46Q (2479.045317 sec): 3 clusters Score: Raw -4293497.431577 + Penalty 3377.202560 = -4290120.229017 nChanged 104 SP:Iteration 47Q (2479.120639 sec): 3 clusters Score: Raw -4293515.916116 + Penalty 3377.202560 = -4290138.713556 nChanged 89 SP:Iteration 48Q (2479.205580 sec): 3 clusters Score: Raw -4293532.527955 + Penalty 3377.202560 = -4290155.325395 nChanged 86 SP:Iteration 49Q (2479.286088 sec): 3 clusters Score: Raw -4293553.984134 + Penalty 3377.202560 = -4290176.781574 nChanged 90 SP:Iteration 50Q (2479.360170 sec): 3 clusters Score: Raw -4293574.132872 + Penalty 3377.202560 = -4290196.930312 nChanged 76 SP:Iteration 51Q (2479.447476 sec): 3 clusters Score: Raw -4293589.257867 + Penalty 3377.202560 = -4290212.055307 nChanged 51 SP:Iteration 52Q (2479.523282 sec): 3 clusters Score: Raw -4293599.242637 + Penalty 3377.202560 = -4290222.040077 nChanged 49 SP:Iteration 53Q (2479.604643 sec): 3 clusters Score: Raw -4293607.465002 + Penalty 3377.202560 = -4290230.262442 nChanged 42 SP:Iteration 54Q (2479.686592 sec): 3 clusters Score: Raw -4293613.319005 + Penalty 3377.202560 = -4290236.116445 nChanged 35 SP:Iteration 55Q (2479.770049 sec): 3 clusters Score: Raw -4293619.903041 + Penalty 3377.202560 = -4290242.700481 nChanged 45 SP:Iteration 56Q (2479.850481 sec): 3 clusters Score: Raw -4293628.109681 + Penalty 3377.202560 = -4290250.907120 nChanged 42 SP:Iteration 57Q (2479.936209 sec): 3 clusters Score: Raw -4293636.144385 + Penalty 3377.202560 = -4290258.941825 nChanged 37 SP:Iteration 58Q (2480.020909 sec): 3 clusters Score: Raw -4293641.349853 + Penalty 3377.202560 = -4290264.147293 nChanged 29 SP:Iteration 59Q (2480.107248 sec): 3 clusters Score: Raw -4293645.690548 + Penalty 3377.202560 = -4290268.487988 nChanged 26 SP:Iteration 60F (2480.195984 sec): 3 clusters Score: Raw -4293649.647910 + Penalty 3377.202560 = -4290272.445349 nChanged 38 SP:Iteration 61Q (2480.272017 sec): 3 clusters Score: Raw -4293658.252624 + Penalty 3377.202560 = -4290281.050063 nChanged 40 SP:Iteration 62Q (2480.356311 sec): 3 clusters Score: Raw -4293664.734730 + Penalty 3377.202560 = -4290287.532170 nChanged 36 SP:Iteration 63Q (2480.419618 sec): 3 clusters Score: Raw -4293671.655460 + Penalty 3377.202560 = -4290294.452900 nChanged 43 SP:Iteration 64Q (2480.497159 sec): 3 clusters Score: Raw -4293679.238598 + Penalty 3377.202560 = -4290302.036038 nChanged 35 SP:Iteration 65Q (2480.581555 sec): 3 clusters Score: Raw -4293685.412958 + Penalty 3377.202560 = -4290308.210397 nChanged 43 SP:Iteration 66Q (2480.663361 sec): 3 clusters Score: Raw -4293693.532469 + Penalty 3377.202560 = -4290316.329908 nChanged 28 SP:Iteration 67Q (2480.747327 sec): 3 clusters Score: Raw -4293697.709380 + Penalty 3377.202560 = -4290320.506819 nChanged 32 SP:Iteration 68Q (2480.822637 sec): 3 clusters Score: Raw -4293702.603195 + Penalty 3377.202560 = -4290325.400635 nChanged 24 SP:Iteration 69Q (2480.900111 sec): 3 clusters Score: Raw -4293706.030753 + Penalty 3377.202560 = -4290328.828193 nChanged 30 SP:Iteration 70Q (2480.962306 sec): 3 clusters Score: Raw -4293710.988526 + Penalty 3377.202560 = -4290333.785966 nChanged 25 SP:Iteration 71Q (2481.039901 sec): 3 clusters Score: Raw -4293715.155493 + Penalty 3377.202560 = -4290337.952933 nChanged 23 SP:Iteration 72Q (2481.112425 sec): 3 clusters Score: Raw -4293718.635383 + Penalty 3377.202560 = -4290341.432822 nChanged 25 SP:Iteration 73Q (2481.167372 sec): 3 clusters Score: Raw -4293722.787146 + Penalty 3377.202560 = -4290345.584586 nChanged 22 SP:Iteration 74Q (2481.234306 sec): 3 clusters Score: Raw -4293726.631763 + Penalty 3377.202560 = -4290349.429203 nChanged 19 SP:Iteration 75Q (2481.295397 sec): 3 clusters Score: Raw -4293729.660138 + Penalty 3377.202560 = -4290352.457578 nChanged 12 SP:Iteration 76Q (2481.381766 sec): 3 clusters Score: Raw -4293730.858854 + Penalty 3377.202560 = -4290353.656294 nChanged 9 SP:Iteration 77Q (2481.462938 sec): 3 clusters Score: Raw -4293731.959640 + Penalty 3377.202560 = -4290354.757080 nChanged 7 SP:Iteration 78Q (2481.545301 sec): 3 clusters Score: Raw -4293733.156504 + Penalty 3377.202560 = -4290355.953944 nChanged 9 SP:Iteration 79Q (2481.633894 sec): 3 clusters Score: Raw -4293734.546782 + Penalty 3377.202560 = -4290357.344222 nChanged 9 SP:Iteration 80F (2481.720874 sec): 3 clusters Score: Raw -4293735.970262 + Penalty 3377.202560 = -4290358.767702 nChanged 8 SP:Iteration 81Q (2481.801575 sec): 3 clusters Score: Raw -4293737.080910 + Penalty 3377.202560 = -4290359.878350 nChanged 7 SP:Iteration 82Q (2481.891625 sec): 3 clusters Score: Raw -4293738.435435 + Penalty 3377.202560 = -4290361.232874 nChanged 4 SP:Iteration 83Q (2481.972884 sec): 3 clusters Score: Raw -4293739.108441 + Penalty 3377.202560 = -4290361.905881 nChanged 3 SP:Iteration 84Q (2482.058373 sec): 3 clusters Score: Raw -4293739.669347 + Penalty 3377.202560 = -4290362.466786 nChanged 7 SP:Iteration 85Q (2482.141692 sec): 3 clusters Score: Raw -4293740.565562 + Penalty 3377.202560 = -4290363.363002 nChanged 6 SP:Iteration 86Q (2482.229853 sec): 3 clusters Score: Raw -4293741.089140 + Penalty 3377.202560 = -4290363.886580 nChanged 6 SP:Iteration 87Q (2482.314455 sec): 3 clusters Score: Raw -4293741.678615 + Penalty 3377.202560 = -4290364.476055 nChanged 6 SP:Iteration 88Q (2482.398768 sec): 3 clusters Score: Raw -4293742.244144 + Penalty 3377.202560 = -4290365.041584 nChanged 3 SP:Iteration 89Q (2482.482948 sec): 3 clusters Score: Raw -4293742.510070 + Penalty 3377.202560 = -4290365.307510 nChanged 6 SP:Iteration 90Q (2482.572430 sec): 3 clusters Score: Raw -4293743.093220 + Penalty 3377.202560 = -4290365.890660 nChanged 4 SP:Iteration 91Q (2482.655260 sec): 3 clusters Score: Raw -4293743.336573 + Penalty 3377.202560 = -4290366.134013 nChanged 0 SP:Iteration 92F (2482.742439 sec): 3 clusters Score: Raw -4293743.336573 + Penalty 3377.202560 = -4290366.134013 nChanged 0 Trying to split cluster 26 (4220 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2482.768710 sec): 2 clusters Score: Raw -570684.519931 + Penalty 1356.483441 = -569328.036490 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2482.823971 sec): 3 clusters Score: Raw -568544.858160 + Penalty 2712.966882 = -565831.891278 nChanged 1674 SP:Iteration 1F (2482.880155 sec): 3 clusters Score: Raw -569525.842501 + Penalty 2712.966882 = -566812.875619 nChanged 295 SP:Iteration 2F (2482.936003 sec): 3 clusters Score: Raw -569673.722497 + Penalty 2712.966882 = -566960.755615 nChanged 188 SP:Iteration 3Q (2482.991486 sec): 3 clusters Score: Raw -569746.473639 + Penalty 2712.966882 = -567033.506757 nChanged 118 SP:Iteration 4Q (2483.046766 sec): 3 clusters Score: Raw -569790.163194 + Penalty 2712.966882 = -567077.196311 nChanged 91 SP:Iteration 5Q (2483.102283 sec): 3 clusters Score: Raw -569826.363521 + Penalty 2712.966882 = -567113.396639 nChanged 76 SP:Iteration 6Q (2483.169142 sec): 3 clusters Score: Raw -569856.771732 + Penalty 2712.966882 = -567143.804850 nChanged 69 SP:Iteration 7Q (2483.212873 sec): 3 clusters Score: Raw -569882.438945 + Penalty 2712.966882 = -567169.472063 nChanged 62 SP:Iteration 8Q (2483.267542 sec): 3 clusters Score: Raw -569907.719330 + Penalty 2712.966882 = -567194.752448 nChanged 66 SP:Iteration 9Q (2483.333709 sec): 3 clusters Score: Raw -569933.626582 + Penalty 2712.966882 = -567220.659700 nChanged 55 SP:Iteration 10Q (2483.377647 sec): 3 clusters Score: Raw -569955.605639 + Penalty 2712.966882 = -567242.638757 nChanged 56 SP:Iteration 11Q (2483.428799 sec): 3 clusters Score: Raw -569975.653251 + Penalty 2712.966882 = -567262.686369 nChanged 54 SP:Iteration 12Q (2483.483494 sec): 3 clusters Score: Raw -569996.619911 + Penalty 2712.966882 = -567283.653029 nChanged 47 SP:Iteration 13Q (2483.540476 sec): 3 clusters Score: Raw -570009.868004 + Penalty 2712.966882 = -567296.901122 nChanged 53 SP:Iteration 14Q (2483.586069 sec): 3 clusters Score: Raw -570027.824824 + Penalty 2712.966882 = -567314.857941 nChanged 45 SP:Iteration 15Q (2483.640979 sec): 3 clusters Score: Raw -570041.843588 + Penalty 2712.966882 = -567328.876706 nChanged 59 SP:Iteration 16Q (2483.705753 sec): 3 clusters Score: Raw -570067.759646 + Penalty 2712.966882 = -567354.792764 nChanged 73 SP:Iteration 17Q (2483.741628 sec): 3 clusters Score: Raw -570102.161698 + Penalty 2712.966882 = -567389.194816 nChanged 78 SP:Iteration 18Q (2483.807376 sec): 3 clusters Score: Raw -570139.997684 + Penalty 2712.966882 = -567427.030801 nChanged 89 SP:Iteration 19Q (2483.843736 sec): 3 clusters Score: Raw -570185.498755 + Penalty 2712.966882 = -567472.531872 nChanged 92 SP:Iteration 20F (2483.866167 sec): 3 clusters Score: Raw -570229.217113 + Penalty 2712.966882 = -567516.250230 nChanged 88 SP:Iteration 21Q (2483.885873 sec): 3 clusters Score: Raw -570270.008469 + Penalty 2712.966882 = -567557.041587 nChanged 80 SP:Iteration 22Q (2483.905705 sec): 3 clusters Score: Raw -570302.896608 + Penalty 2712.966882 = -567589.929726 nChanged 82 SP:Iteration 23Q (2483.925497 sec): 3 clusters Score: Raw -570345.474502 + Penalty 2712.966882 = -567632.507620 nChanged 89 SP:Iteration 24Q (2483.951210 sec): 3 clusters Score: Raw -570387.058446 + Penalty 2712.966882 = -567674.091564 nChanged 87 SP:Iteration 25Q (2483.971009 sec): 3 clusters Score: Raw -570433.284551 + Penalty 2712.966882 = -567720.317669 nChanged 80 SP:Iteration 26Q (2483.990733 sec): 3 clusters Score: Raw -570473.194049 + Penalty 2712.966882 = -567760.227166 nChanged 83 SP:Iteration 27Q (2484.017077 sec): 3 clusters Score: Raw -570514.027881 + Penalty 2712.966882 = -567801.060999 nChanged 77 SP:Iteration 28Q (2484.036063 sec): 3 clusters Score: Raw -570556.439448 + Penalty 2712.966882 = -567843.472566 nChanged 70 SP:Iteration 29Q (2484.054935 sec): 3 clusters Score: Raw -570599.204242 + Penalty 2712.966882 = -567886.237360 nChanged 74 SP:Iteration 30Q (2484.073610 sec): 3 clusters Score: Raw -570637.505990 + Penalty 2712.966882 = -567924.539108 nChanged 60 SP:Iteration 31Q (2484.092214 sec): 3 clusters Score: Raw -570663.533516 + Penalty 2712.966882 = -567950.566634 nChanged 49 SP:Iteration 32Q (2484.110942 sec): 3 clusters Score: Raw -570686.691891 + Penalty 2712.966882 = -567973.725009 nChanged 43 SP:Iteration 33Q (2484.129500 sec): 3 clusters Score: Raw -570708.635398 + Penalty 2712.966882 = -567995.668516 nChanged 47 SP:Iteration 34Q (2484.147894 sec): 3 clusters Score: Raw -570731.317149 + Penalty 2712.966882 = -568018.350266 nChanged 35 SP:Iteration 35Q (2484.166378 sec): 3 clusters Score: Raw -570745.741441 + Penalty 2712.966882 = -568032.774558 nChanged 24 SP:Iteration 36Q (2484.184805 sec): 3 clusters Score: Raw -570755.516724 + Penalty 2712.966882 = -568042.549842 nChanged 24 SP:Iteration 37Q (2484.203350 sec): 3 clusters Score: Raw -570766.194474 + Penalty 2712.966882 = -568053.227591 nChanged 31 SP:Iteration 38Q (2484.221740 sec): 3 clusters Score: Raw -570780.725256 + Penalty 2712.966882 = -568067.758374 nChanged 28 SP:Iteration 39Q (2484.240070 sec): 3 clusters Score: Raw -570790.981021 + Penalty 2712.966882 = -568078.014139 nChanged 31 SP:Iteration 40F (2484.259627 sec): 3 clusters Score: Raw -570800.067922 + Penalty 2712.966882 = -568087.101040 nChanged 24 SP:Iteration 41Q (2484.279036 sec): 3 clusters Score: Raw -570808.213377 + Penalty 2712.966882 = -568095.246495 nChanged 13 SP:Iteration 42Q (2484.298318 sec): 3 clusters Score: Raw -570811.530416 + Penalty 2712.966882 = -568098.563534 nChanged 9 SP:Iteration 43Q (2484.317345 sec): 3 clusters Score: Raw -570816.685717 + Penalty 2712.966882 = -568103.718834 nChanged 16 SP:Iteration 44Q (2484.336356 sec): 3 clusters Score: Raw -570822.552297 + Penalty 2712.966882 = -568109.585415 nChanged 11 SP:Iteration 45Q (2484.355717 sec): 3 clusters Score: Raw -570825.562725 + Penalty 2712.966882 = -568112.595843 nChanged 14 SP:Iteration 46Q (2484.374796 sec): 3 clusters Score: Raw -570829.789833 + Penalty 2712.966882 = -568116.822950 nChanged 9 SP:Iteration 47Q (2484.394023 sec): 3 clusters Score: Raw -570832.806076 + Penalty 2712.966882 = -568119.839194 nChanged 13 SP:Iteration 48Q (2484.412486 sec): 3 clusters Score: Raw -570837.377695 + Penalty 2712.966882 = -568124.410813 nChanged 12 SP:Iteration 49Q (2484.431666 sec): 3 clusters Score: Raw -570841.698516 + Penalty 2712.966882 = -568128.731634 nChanged 12 SP:Iteration 50Q (2484.450860 sec): 3 clusters Score: Raw -570844.592219 + Penalty 2712.966882 = -568131.625337 nChanged 7 SP:Iteration 51Q (2484.469235 sec): 3 clusters Score: Raw -570847.025167 + Penalty 2712.966882 = -568134.058285 nChanged 7 SP:Iteration 52Q (2484.487514 sec): 3 clusters Score: Raw -570849.676534 + Penalty 2712.966882 = -568136.709652 nChanged 11 SP:Iteration 53Q (2484.505789 sec): 3 clusters Score: Raw -570854.658395 + Penalty 2712.966882 = -568141.691512 nChanged 17 SP:Iteration 54Q (2484.524033 sec): 3 clusters Score: Raw -570861.979072 + Penalty 2712.966882 = -568149.012190 nChanged 22 SP:Iteration 55Q (2484.542352 sec): 3 clusters Score: Raw -570871.285100 + Penalty 2712.966882 = -568158.318218 nChanged 17 SP:Iteration 56Q (2484.560533 sec): 3 clusters Score: Raw -570877.843636 + Penalty 2712.966882 = -568164.876754 nChanged 13 SP:Iteration 57Q (2484.578618 sec): 3 clusters Score: Raw -570885.503087 + Penalty 2712.966882 = -568172.536205 nChanged 17 SP:Iteration 58Q (2484.596913 sec): 3 clusters Score: Raw -570891.023110 + Penalty 2712.966882 = -568178.056227 nChanged 14 SP:Iteration 59Q (2484.615375 sec): 3 clusters Score: Raw -570896.486076 + Penalty 2712.966882 = -568183.519194 nChanged 15 SP:Iteration 60F (2484.634256 sec): 3 clusters Score: Raw -570904.006554 + Penalty 2712.966882 = -568191.039672 nChanged 17 SP:Iteration 61Q (2484.652662 sec): 3 clusters Score: Raw -570910.204586 + Penalty 2712.966882 = -568197.237703 nChanged 13 SP:Iteration 62Q (2484.671181 sec): 3 clusters Score: Raw -570915.055782 + Penalty 2712.966882 = -568202.088900 nChanged 9 SP:Iteration 63Q (2484.696131 sec): 3 clusters Score: Raw -570917.714811 + Penalty 2712.966882 = -568204.747929 nChanged 7 SP:Iteration 64Q (2484.715683 sec): 3 clusters Score: Raw -570920.475306 + Penalty 2712.966882 = -568207.508424 nChanged 9 SP:Iteration 65Q (2484.734655 sec): 3 clusters Score: Raw -570925.293885 + Penalty 2712.966882 = -568212.327002 nChanged 8 SP:Iteration 66Q (2484.753042 sec): 3 clusters Score: Raw -570929.896534 + Penalty 2712.966882 = -568216.929651 nChanged 11 SP:Iteration 67Q (2484.771174 sec): 3 clusters Score: Raw -570933.525360 + Penalty 2712.966882 = -568220.558478 nChanged 8 SP:Iteration 68Q (2484.809956 sec): 3 clusters Score: Raw -570936.258812 + Penalty 2712.966882 = -568223.291930 nChanged 6 SP:Iteration 69Q (2484.861934 sec): 3 clusters Score: Raw -570939.136691 + Penalty 2712.966882 = -568226.169809 nChanged 8 SP:Iteration 70Q (2484.911302 sec): 3 clusters Score: Raw -570943.203779 + Penalty 2712.966882 = -568230.236897 nChanged 6 SP:Iteration 71Q (2484.962278 sec): 3 clusters Score: Raw -570946.149087 + Penalty 2712.966882 = -568233.182205 nChanged 7 SP:Iteration 72Q (2485.013114 sec): 3 clusters Score: Raw -570948.314660 + Penalty 2712.966882 = -568235.347778 nChanged 3 SP:Iteration 73Q (2485.065927 sec): 3 clusters Score: Raw -570949.730877 + Penalty 2712.966882 = -568236.763995 nChanged 2 SP:Iteration 74Q (2485.095946 sec): 3 clusters Score: Raw -570950.694446 + Penalty 2712.966882 = -568237.727564 nChanged 1 SP:Iteration 75Q (2485.114140 sec): 3 clusters Score: Raw -570951.041108 + Penalty 2712.966882 = -568238.074226 nChanged 2 SP:Iteration 76Q (2485.132282 sec): 3 clusters Score: Raw -570951.533494 + Penalty 2712.966882 = -568238.566612 nChanged 0 SP:Iteration 77F (2485.151050 sec): 3 clusters Score: Raw -570951.533494 + Penalty 2712.966882 = -568238.566612 nChanged 0 Trying to split cluster 27 (2765 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2485.167622 sec): 2 clusters Score: Raw -331615.593312 + Penalty 1287.779336 = -330327.813976 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2485.181186 sec): 3 clusters Score: Raw -330390.539005 + Penalty 2575.558672 = -327814.980333 nChanged 1035 SP:Iteration 1F (2485.195504 sec): 3 clusters Score: Raw -331096.379746 + Penalty 2575.558672 = -328520.821074 nChanged 201 SP:Iteration 2F (2485.235949 sec): 3 clusters Score: Raw -331249.207931 + Penalty 2575.558672 = -328673.649259 nChanged 167 SP:Iteration 3F (2485.248720 sec): 3 clusters Score: Raw -331356.486141 + Penalty 2575.558672 = -328780.927469 nChanged 109 SP:Iteration 4Q (2485.264545 sec): 3 clusters Score: Raw -331445.375179 + Penalty 2575.558672 = -328869.816507 nChanged 117 SP:Iteration 5Q (2485.282344 sec): 3 clusters Score: Raw -331563.368444 + Penalty 2575.558672 = -328987.809772 nChanged 130 SP:Iteration 6Q (2485.300264 sec): 3 clusters Score: Raw -331723.588581 + Penalty 2575.558672 = -329148.029909 nChanged 119 SP:Iteration 7Q (2485.317188 sec): 3 clusters Score: Raw -331836.974369 + Penalty 2575.558672 = -329261.415697 nChanged 106 SP:Iteration 8Q (2485.335300 sec): 3 clusters Score: Raw -331929.523684 + Penalty 2575.558672 = -329353.965012 nChanged 107 SP:Iteration 9Q (2485.353094 sec): 3 clusters Score: Raw -332012.461809 + Penalty 2575.558672 = -329436.903137 nChanged 89 SP:Iteration 10Q (2485.371340 sec): 3 clusters Score: Raw -332078.547115 + Penalty 2575.558672 = -329502.988443 nChanged 76 SP:Iteration 11Q (2485.389779 sec): 3 clusters Score: Raw -332138.874349 + Penalty 2575.558672 = -329563.315677 nChanged 78 SP:Iteration 12Q (2485.408704 sec): 3 clusters Score: Raw -332195.793341 + Penalty 2575.558672 = -329620.234668 nChanged 64 SP:Iteration 13Q (2485.426657 sec): 3 clusters Score: Raw -332242.850737 + Penalty 2575.558672 = -329667.292065 nChanged 51 SP:Iteration 14Q (2485.444376 sec): 3 clusters Score: Raw -332278.111701 + Penalty 2575.558672 = -329702.553029 nChanged 47 SP:Iteration 15Q (2485.462422 sec): 3 clusters Score: Raw -332305.285896 + Penalty 2575.558672 = -329729.727224 nChanged 41 SP:Iteration 16Q (2485.481466 sec): 3 clusters Score: Raw -332323.621099 + Penalty 2575.558672 = -329748.062427 nChanged 24 SP:Iteration 17Q (2485.498727 sec): 3 clusters Score: Raw -332336.370524 + Penalty 2575.558672 = -329760.811852 nChanged 23 SP:Iteration 18Q (2485.517953 sec): 3 clusters Score: Raw -332347.492844 + Penalty 2575.558672 = -329771.934172 nChanged 19 SP:Iteration 19Q (2485.536119 sec): 3 clusters Score: Raw -332356.704122 + Penalty 2575.558672 = -329781.145450 nChanged 19 SP:Iteration 20F (2485.554658 sec): 3 clusters Score: Raw -332366.130911 + Penalty 2575.558672 = -329790.572239 nChanged 19 SP:Iteration 21Q (2485.572824 sec): 3 clusters Score: Raw -332379.395007 + Penalty 2575.558672 = -329803.836335 nChanged 16 SP:Iteration 22Q (2485.590291 sec): 3 clusters Score: Raw -332388.030024 + Penalty 2575.558672 = -329812.471352 nChanged 15 SP:Iteration 23Q (2485.608122 sec): 3 clusters Score: Raw -332394.859820 + Penalty 2575.558672 = -329819.301148 nChanged 12 SP:Iteration 24Q (2485.626718 sec): 3 clusters Score: Raw -332399.437180 + Penalty 2575.558672 = -329823.878508 nChanged 9 SP:Iteration 25Q (2485.640112 sec): 3 clusters Score: Raw -332402.714131 + Penalty 2575.558672 = -329827.155459 nChanged 7 SP:Iteration 26Q (2485.653335 sec): 3 clusters Score: Raw -332406.060353 + Penalty 2575.558672 = -329830.501681 nChanged 8 SP:Iteration 27Q (2485.666833 sec): 3 clusters Score: Raw -332409.309588 + Penalty 2575.558672 = -329833.750916 nChanged 7 SP:Iteration 28Q (2485.679191 sec): 3 clusters Score: Raw -332411.793545 + Penalty 2575.558672 = -329836.234873 nChanged 5 SP:Iteration 29Q (2485.697319 sec): 3 clusters Score: Raw -332412.917253 + Penalty 2575.558672 = -329837.358580 nChanged 3 SP:Iteration 30Q (2485.715437 sec): 3 clusters Score: Raw -332413.762666 + Penalty 2575.558672 = -329838.203994 nChanged 2 SP:Iteration 31Q (2485.732180 sec): 3 clusters Score: Raw -332414.107729 + Penalty 2575.558672 = -329838.549057 nChanged 3 SP:Iteration 32Q (2485.750258 sec): 3 clusters Score: Raw -332415.007678 + Penalty 2575.558672 = -329839.449006 nChanged 0 SP:Iteration 33F (2485.767803 sec): 3 clusters Score: Raw -332415.007678 + Penalty 2575.558672 = -329839.449006 nChanged 0 Trying to split cluster 28 (6721 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2485.804190 sec): 2 clusters Score: Raw -862873.567467 + Penalty 1432.111238 = -861441.456229 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2485.839822 sec): 3 clusters Score: Raw -859238.904684 + Penalty 2864.222475 = -856374.682209 nChanged 2784 SP:Iteration 1F (2485.863013 sec): 3 clusters Score: Raw -860753.211760 + Penalty 2864.222475 = -857888.989285 nChanged 468 SP:Iteration 2F (2485.886238 sec): 3 clusters Score: Raw -861010.715113 + Penalty 2864.222475 = -858146.492638 nChanged 393 SP:Iteration 3F (2485.915918 sec): 3 clusters Score: Raw -861231.400616 + Penalty 2864.222475 = -858367.178140 nChanged 332 SP:Iteration 4Q (2485.939395 sec): 3 clusters Score: Raw -861406.211922 + Penalty 2864.222475 = -858541.989447 nChanged 271 SP:Iteration 5Q (2485.966263 sec): 3 clusters Score: Raw -861544.359761 + Penalty 2864.222475 = -858680.137286 nChanged 243 SP:Iteration 6Q (2485.994112 sec): 3 clusters Score: Raw -861685.241952 + Penalty 2864.222475 = -858821.019477 nChanged 223 SP:Iteration 7Q (2486.017334 sec): 3 clusters Score: Raw -861833.384574 + Penalty 2864.222475 = -858969.162099 nChanged 228 SP:Iteration 8Q (2486.075445 sec): 3 clusters Score: Raw -862025.964752 + Penalty 2864.222475 = -859161.742276 nChanged 225 SP:Iteration 9Q (2486.132186 sec): 3 clusters Score: Raw -862212.491927 + Penalty 2864.222475 = -859348.269452 nChanged 210 SP:Iteration 10Q (2486.186678 sec): 3 clusters Score: Raw -862359.744352 + Penalty 2864.222475 = -859495.521877 nChanged 220 SP:Iteration 11Q (2486.212203 sec): 3 clusters Score: Raw -862538.987051 + Penalty 2864.222475 = -859674.764576 nChanged 223 SP:Iteration 12Q (2486.241107 sec): 3 clusters Score: Raw -862715.521574 + Penalty 2864.222475 = -859851.299099 nChanged 201 SP:Iteration 13Q (2486.263632 sec): 3 clusters Score: Raw -862845.115790 + Penalty 2864.222475 = -859980.893315 nChanged 157 SP:Iteration 14Q (2486.289858 sec): 3 clusters Score: Raw -862929.335102 + Penalty 2864.222475 = -860065.112627 nChanged 143 SP:Iteration 15Q (2486.318309 sec): 3 clusters Score: Raw -862990.201379 + Penalty 2864.222475 = -860125.978903 nChanged 112 SP:Iteration 16Q (2486.340609 sec): 3 clusters Score: Raw -863047.014816 + Penalty 2864.222475 = -860182.792341 nChanged 114 SP:Iteration 17Q (2486.366789 sec): 3 clusters Score: Raw -863099.206512 + Penalty 2864.222475 = -860234.984037 nChanged 97 SP:Iteration 18Q (2486.395431 sec): 3 clusters Score: Raw -863138.874644 + Penalty 2864.222475 = -860274.652169 nChanged 97 SP:Iteration 19Q (2486.417782 sec): 3 clusters Score: Raw -863179.754011 + Penalty 2864.222475 = -860315.531536 nChanged 94 SP:Iteration 20F (2486.462074 sec): 3 clusters Score: Raw -863221.784666 + Penalty 2864.222475 = -860357.562191 nChanged 109 SP:Iteration 21Q (2486.490764 sec): 3 clusters Score: Raw -863265.115436 + Penalty 2864.222475 = -860400.892961 nChanged 79 SP:Iteration 22Q (2486.515001 sec): 3 clusters Score: Raw -863296.802279 + Penalty 2864.222475 = -860432.579804 nChanged 78 SP:Iteration 23Q (2486.542416 sec): 3 clusters Score: Raw -863325.836050 + Penalty 2864.222475 = -860461.613575 nChanged 84 SP:Iteration 24Q (2486.564821 sec): 3 clusters Score: Raw -863355.780898 + Penalty 2864.222475 = -860491.558422 nChanged 69 SP:Iteration 25Q (2486.590477 sec): 3 clusters Score: Raw -863378.177877 + Penalty 2864.222475 = -860513.955401 nChanged 64 SP:Iteration 26Q (2486.619352 sec): 3 clusters Score: Raw -863398.790867 + Penalty 2864.222475 = -860534.568391 nChanged 58 SP:Iteration 27Q (2486.641424 sec): 3 clusters Score: Raw -863414.988461 + Penalty 2864.222475 = -860550.765985 nChanged 46 SP:Iteration 28Q (2486.664736 sec): 3 clusters Score: Raw -863431.047762 + Penalty 2864.222475 = -860566.825287 nChanged 49 SP:Iteration 29Q (2486.693990 sec): 3 clusters Score: Raw -863445.633295 + Penalty 2864.222475 = -860581.410819 nChanged 44 SP:Iteration 30Q (2486.722056 sec): 3 clusters Score: Raw -863459.305073 + Penalty 2864.222475 = -860595.082598 nChanged 41 SP:Iteration 31Q (2486.744237 sec): 3 clusters Score: Raw -863470.970080 + Penalty 2864.222475 = -860606.747604 nChanged 40 SP:Iteration 32Q (2486.766500 sec): 3 clusters Score: Raw -863484.084610 + Penalty 2864.222475 = -860619.862134 nChanged 35 SP:Iteration 33Q (2486.817710 sec): 3 clusters Score: Raw -863494.705792 + Penalty 2864.222475 = -860630.483317 nChanged 43 SP:Iteration 34Q (2486.875081 sec): 3 clusters Score: Raw -863506.361010 + Penalty 2864.222475 = -860642.138534 nChanged 30 SP:Iteration 35Q (2486.917022 sec): 3 clusters Score: Raw -863513.245072 + Penalty 2864.222475 = -860649.022597 nChanged 20 SP:Iteration 36Q (2486.973825 sec): 3 clusters Score: Raw -863516.810363 + Penalty 2864.222475 = -860652.587888 nChanged 16 SP:Iteration 37Q (2487.020924 sec): 3 clusters Score: Raw -863519.663283 + Penalty 2864.222475 = -860655.440808 nChanged 15 SP:Iteration 38Q (2487.043060 sec): 3 clusters Score: Raw -863523.413123 + Penalty 2864.222475 = -860659.190647 nChanged 21 SP:Iteration 39Q (2487.065507 sec): 3 clusters Score: Raw -863528.072430 + Penalty 2864.222475 = -860663.849955 nChanged 18 SP:Iteration 40F (2487.088703 sec): 3 clusters Score: Raw -863532.494046 + Penalty 2864.222475 = -860668.271571 nChanged 16 SP:Iteration 41Q (2487.113908 sec): 3 clusters Score: Raw -863536.022598 + Penalty 2864.222475 = -860671.800122 nChanged 12 SP:Iteration 42Q (2487.141824 sec): 3 clusters Score: Raw -863537.923091 + Penalty 2864.222475 = -860673.700615 nChanged 4 SP:Iteration 43Q (2487.164097 sec): 3 clusters Score: Raw -863538.873222 + Penalty 2864.222475 = -860674.650746 nChanged 3 SP:Iteration 44Q (2487.220985 sec): 3 clusters Score: Raw -863539.405861 + Penalty 2864.222475 = -860675.183386 nChanged 4 SP:Iteration 45Q (2487.279274 sec): 3 clusters Score: Raw -863540.295032 + Penalty 2864.222475 = -860676.072557 nChanged 6 SP:Iteration 46Q (2487.339149 sec): 3 clusters Score: Raw -863540.979957 + Penalty 2864.222475 = -860676.757482 nChanged 6 SP:Iteration 47Q (2487.377658 sec): 3 clusters Score: Raw -863541.889291 + Penalty 2864.222475 = -860677.666816 nChanged 2 SP:Iteration 48Q (2487.433110 sec): 3 clusters Score: Raw -863542.344174 + Penalty 2864.222475 = -860678.121699 nChanged 3 SP:Iteration 49Q (2487.487870 sec): 3 clusters Score: Raw -863542.937412 + Penalty 2864.222475 = -860678.714936 nChanged 1 SP:Iteration 50Q (2487.549245 sec): 3 clusters Score: Raw -863543.077769 + Penalty 2864.222475 = -860678.855293 nChanged 0 SP:Iteration 51F (2487.592667 sec): 3 clusters Score: Raw -863543.077769 + Penalty 2864.222475 = -860678.855293 nChanged 0 Trying to split cluster 29 (143885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2487.773907 sec): 2 clusters Score: Raw -19291518.167191 + Penalty 1929.975068 = -19289588.192124 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2488.023152 sec): 3 clusters Score: Raw -19197017.955986 + Penalty 3859.950136 = -19193158.005850 nChanged 69360 SP:Iteration 1F (2488.258587 sec): 3 clusters Score: Raw -19239021.373829 + Penalty 3859.950136 = -19235161.423693 nChanged 5472 SP:Iteration 2Q (2488.535315 sec): 3 clusters Score: Raw -19240837.298992 + Penalty 3859.950136 = -19236977.348856 nChanged 6432 SP:Iteration 3Q (2488.812338 sec): 3 clusters Score: Raw -19243515.045196 + Penalty 3859.950136 = -19239655.095060 nChanged 7627 SP:Iteration 4F (2489.072178 sec): 3 clusters Score: Raw -19247593.240214 + Penalty 3859.950136 = -19243733.290078 nChanged 9208 SP:Iteration 5F (2489.322764 sec): 3 clusters Score: Raw -19253657.702696 + Penalty 3859.950136 = -19249797.752560 nChanged 10667 SP:Iteration 6F (2489.585708 sec): 3 clusters Score: Raw -19262084.393410 + Penalty 3859.950136 = -19258224.443274 nChanged 11051 SP:Iteration 7F (2489.839708 sec): 3 clusters Score: Raw -19271892.881187 + Penalty 3859.950136 = -19268032.931052 nChanged 9482 SP:Iteration 8F (2490.097422 sec): 3 clusters Score: Raw -19280778.909879 + Penalty 3859.950136 = -19276918.959744 nChanged 6458 SP:Iteration 9Q (2490.362726 sec): 3 clusters Score: Raw -19286767.053347 + Penalty 3859.950136 = -19282907.103211 nChanged 3459 SP:Iteration 10Q (2490.612301 sec): 3 clusters Score: Raw -19289799.049316 + Penalty 3859.950136 = -19285939.099180 nChanged 1475 SP:Iteration 11Q (2490.849772 sec): 3 clusters Score: Raw -19290992.925111 + Penalty 3859.950136 = -19287132.974975 nChanged 560 SP:Iteration 12Q (2491.069922 sec): 3 clusters Score: Raw -19291450.459135 + Penalty 3859.950136 = -19287590.508999 nChanged 248 SP:Iteration 13Q (2491.284149 sec): 3 clusters Score: Raw -19291668.624904 + Penalty 3859.950136 = -19287808.674768 nChanged 140 SP:Iteration 14Q (2491.473305 sec): 3 clusters Score: Raw -19291798.222191 + Penalty 3859.950136 = -19287938.272056 nChanged 90 SP:Iteration 15Q (2491.657012 sec): 3 clusters Score: Raw -19291880.115345 + Penalty 3859.950136 = -19288020.165209 nChanged 72 SP:Iteration 16Q (2491.843185 sec): 3 clusters Score: Raw -19291925.418439 + Penalty 3859.950136 = -19288065.468303 nChanged 49 SP:Iteration 17Q (2492.024863 sec): 3 clusters Score: Raw -19291957.759854 + Penalty 3859.950136 = -19288097.809718 nChanged 42 SP:Iteration 18Q (2492.206687 sec): 3 clusters Score: Raw -19291988.994788 + Penalty 3859.950136 = -19288129.044652 nChanged 38 SP:Iteration 19Q (2492.397092 sec): 3 clusters Score: Raw -19292010.440231 + Penalty 3859.950136 = -19288150.490095 nChanged 27 SP:Iteration 20F (2492.630733 sec): 3 clusters Score: Raw -19292025.194769 + Penalty 3859.950136 = -19288165.244633 nChanged 28 SP:Iteration 21Q (2492.836221 sec): 3 clusters Score: Raw -19292039.821879 + Penalty 3859.950136 = -19288179.871743 nChanged 19 SP:Iteration 22Q (2493.044583 sec): 3 clusters Score: Raw -19292049.629043 + Penalty 3859.950136 = -19288189.678908 nChanged 16 SP:Iteration 23Q (2493.251167 sec): 3 clusters Score: Raw -19292056.333492 + Penalty 3859.950136 = -19288196.383356 nChanged 13 SP:Iteration 24Q (2493.465125 sec): 3 clusters Score: Raw -19292062.167292 + Penalty 3859.950136 = -19288202.217156 nChanged 7 SP:Iteration 25Q (2493.679057 sec): 3 clusters Score: Raw -19292064.439296 + Penalty 3859.950136 = -19288204.489161 nChanged 4 SP:Iteration 26Q (2493.891107 sec): 3 clusters Score: Raw -19292065.839060 + Penalty 3859.950136 = -19288205.888925 nChanged 5 SP:Iteration 27Q (2494.104888 sec): 3 clusters Score: Raw -19292067.680092 + Penalty 3859.950136 = -19288207.729956 nChanged 5 SP:Iteration 28Q (2494.311356 sec): 3 clusters Score: Raw -19292069.475946 + Penalty 3859.950136 = -19288209.525810 nChanged 7 SP:Iteration 29Q (2494.523811 sec): 3 clusters Score: Raw -19292072.159580 + Penalty 3859.950136 = -19288212.209444 nChanged 9 SP:Iteration 30Q (2494.736546 sec): 3 clusters Score: Raw -19292075.633977 + Penalty 3859.950136 = -19288215.683841 nChanged 9 SP:Iteration 31Q (2494.952525 sec): 3 clusters Score: Raw -19292078.677310 + Penalty 3859.950136 = -19288218.727174 nChanged 3 SP:Iteration 32Q (2495.163946 sec): 3 clusters Score: Raw -19292079.403251 + Penalty 3859.950136 = -19288219.453115 nChanged 2 SP:Iteration 33Q (2495.373866 sec): 3 clusters Score: Raw -19292080.019070 + Penalty 3859.950136 = -19288220.068934 nChanged 3 SP:Iteration 34Q (2495.589368 sec): 3 clusters Score: Raw -19292081.112300 + Penalty 3859.950136 = -19288221.162165 nChanged 3 SP:Iteration 35Q (2495.804857 sec): 3 clusters Score: Raw -19292082.111408 + Penalty 3859.950136 = -19288222.161272 nChanged 1 SP:Iteration 36Q (2495.985331 sec): 3 clusters Score: Raw -19292082.396173 + Penalty 3859.950136 = -19288222.446037 nChanged 2 SP:Iteration 37Q (2496.167780 sec): 3 clusters Score: Raw -19292083.145795 + Penalty 3859.950136 = -19288223.195659 nChanged 1 SP:Iteration 38Q (2496.356783 sec): 3 clusters Score: Raw -19292083.443632 + Penalty 3859.950136 = -19288223.493497 nChanged 2 SP:Iteration 39Q (2496.563041 sec): 3 clusters Score: Raw -19292084.212236 + Penalty 3859.950136 = -19288224.262100 nChanged 4 SP:Iteration 40F (2496.787694 sec): 3 clusters Score: Raw -19292086.196454 + Penalty 3859.950136 = -19288226.246318 nChanged 6 SP:Iteration 41Q (2496.975917 sec): 3 clusters Score: Raw -19292088.680231 + Penalty 3859.950136 = -19288228.730096 nChanged 6 SP:Iteration 42Q (2497.187523 sec): 3 clusters Score: Raw -19292090.841167 + Penalty 3859.950136 = -19288230.891031 nChanged 8 SP:Iteration 43Q (2497.399561 sec): 3 clusters Score: Raw -19292094.676034 + Penalty 3859.950136 = -19288234.725898 nChanged 8 SP:Iteration 44Q (2497.612531 sec): 3 clusters Score: Raw -19292097.851971 + Penalty 3859.950136 = -19288237.901836 nChanged 5 SP:Iteration 45Q (2497.818461 sec): 3 clusters Score: Raw -19292099.442129 + Penalty 3859.950136 = -19288239.491994 nChanged 6 SP:Iteration 46Q (2498.030775 sec): 3 clusters Score: Raw -19292101.200500 + Penalty 3859.950136 = -19288241.250365 nChanged 2 SP:Iteration 47Q (2498.229864 sec): 3 clusters Score: Raw -19292101.490790 + Penalty 3859.950136 = -19288241.540654 nChanged 1 SP:Iteration 48Q (2498.444068 sec): 3 clusters Score: Raw -19292101.791943 + Penalty 3859.950136 = -19288241.841808 nChanged 1 SP:Iteration 49Q (2498.652962 sec): 3 clusters Score: Raw -19292102.040680 + Penalty 3859.950136 = -19288242.090544 nChanged 1 SP:Iteration 50Q (2498.862583 sec): 3 clusters Score: Raw -19292102.240384 + Penalty 3859.950136 = -19288242.290249 nChanged 1 SP:Iteration 51Q (2499.069778 sec): 3 clusters Score: Raw -19292102.605361 + Penalty 3859.950136 = -19288242.655226 nChanged 1 SP:Iteration 52Q (2499.277493 sec): 3 clusters Score: Raw -19292102.830950 + Penalty 3859.950136 = -19288242.880814 nChanged 2 SP:Iteration 53Q (2499.487978 sec): 3 clusters Score: Raw -19292103.184568 + Penalty 3859.950136 = -19288243.234432 nChanged 1 SP:Iteration 54Q (2499.704009 sec): 3 clusters Score: Raw -19292103.768794 + Penalty 3859.950136 = -19288243.818658 nChanged 3 SP:Iteration 55Q (2499.912793 sec): 3 clusters Score: Raw -19292104.671728 + Penalty 3859.950136 = -19288244.721593 nChanged 4 SP:Iteration 56Q (2500.131639 sec): 3 clusters Score: Raw -19292106.203262 + Penalty 3859.950136 = -19288246.253126 nChanged 2 SP:Iteration 57Q (2500.348678 sec): 3 clusters Score: Raw -19292107.286861 + Penalty 3859.950136 = -19288247.336725 nChanged 3 SP:Iteration 58Q (2500.564255 sec): 3 clusters Score: Raw -19292108.217240 + Penalty 3859.950136 = -19288248.267104 nChanged 4 SP:Iteration 59Q (2500.743121 sec): 3 clusters Score: Raw -19292111.347777 + Penalty 3859.950136 = -19288251.397641 nChanged 8 SP:Iteration 60F (2500.992395 sec): 3 clusters Score: Raw -19292116.625437 + Penalty 3859.950136 = -19288256.675301 nChanged 11 SP:Iteration 61Q (2501.208603 sec): 3 clusters Score: Raw -19292121.086320 + Penalty 3859.950136 = -19288261.136184 nChanged 3 SP:Iteration 62Q (2501.424011 sec): 3 clusters Score: Raw -19292121.741444 + Penalty 3859.950136 = -19288261.791309 nChanged 2 SP:Iteration 63Q (2501.632476 sec): 3 clusters Score: Raw -19292122.412429 + Penalty 3859.950136 = -19288262.462293 nChanged 3 SP:Iteration 64Q (2501.847199 sec): 3 clusters Score: Raw -19292123.954916 + Penalty 3859.950136 = -19288264.004780 nChanged 2 SP:Iteration 65Q (2502.061292 sec): 3 clusters Score: Raw -19292124.364219 + Penalty 3859.950136 = -19288264.414083 nChanged 1 SP:Iteration 66Q (2502.276914 sec): 3 clusters Score: Raw -19292124.478153 + Penalty 3859.950136 = -19288264.528017 nChanged 1 SP:Iteration 67Q (2502.485947 sec): 3 clusters Score: Raw -19292124.627252 + Penalty 3859.950136 = -19288264.677116 nChanged 1 SP:Iteration 68Q (2502.684537 sec): 3 clusters Score: Raw -19292125.107954 + Penalty 3859.950136 = -19288265.157818 nChanged 2 SP:Iteration 69Q (2502.892213 sec): 3 clusters Score: Raw -19292125.756740 + Penalty 3859.950136 = -19288265.806604 nChanged 0 SP:Iteration 70F (2503.150520 sec): 3 clusters Score: Raw -19292125.756740 + Penalty 3859.950136 = -19288265.806604 nChanged 0 Iteration 219Q (2509.744667 sec): 30 clusters Score: Raw -99937269.124367 + Penalty 63883.449798 = -99873385.674570 nChanged 236 Iteration 220F (2523.067497 sec): 30 clusters Score: Raw -99937278.527822 + Penalty 63883.449798 = -99873395.078024 nChanged 222 Iteration 221Q (2529.655937 sec): 30 clusters Score: Raw -99937286.641383 + Penalty 63883.449798 = -99873403.191586 nChanged 208 Iteration 222Q (2536.539536 sec): 30 clusters Score: Raw -99937294.293432 + Penalty 63883.449798 = -99873410.843635 nChanged 210 Iteration 223Q (2543.128608 sec): 30 clusters Score: Raw -99937301.819139 + Penalty 63883.449798 = -99873418.369342 nChanged 205 Iteration 224Q (2549.691757 sec): 30 clusters Score: Raw -99937308.820707 + Penalty 63883.449798 = -99873425.370910 nChanged 195 Iteration 225Q (2556.339838 sec): 30 clusters Score: Raw -99937316.054113 + Penalty 63883.449798 = -99873432.604316 nChanged 181 Iteration 226Q (2562.937803 sec): 30 clusters Score: Raw -99937322.376940 + Penalty 63883.449798 = -99873438.927142 nChanged 207 Iteration 227Q (2569.494151 sec): 30 clusters Score: Raw -99937327.940156 + Penalty 63883.449798 = -99873444.490358 nChanged 179 Iteration 228Q (2576.005016 sec): 30 clusters Score: Raw -99937332.576138 + Penalty 63883.449798 = -99873449.126340 nChanged 161 Iteration 229Q (2582.739543 sec): 30 clusters Score: Raw -99937341.836450 + Penalty 63883.449798 = -99873458.386652 nChanged 176 Iteration 230Q (2589.467367 sec): 30 clusters Score: Raw -99937346.812711 + Penalty 63883.449798 = -99873463.362914 nChanged 184 Iteration 231Q (2596.030131 sec): 30 clusters Score: Raw -99937352.536417 + Penalty 63883.449798 = -99873469.086620 nChanged 180 Iteration 232Q (2602.396097 sec): 30 clusters Score: Raw -99937358.969577 + Penalty 63883.449798 = -99873475.519780 nChanged 193 Iteration 233Q (2609.176441 sec): 30 clusters Score: Raw -99937365.547980 + Penalty 63883.449798 = -99873482.098183 nChanged 171 Iteration 234Q (2615.714950 sec): 30 clusters Score: Raw -99937371.390725 + Penalty 63883.449798 = -99873487.940927 nChanged 180 Iteration 235Q (2622.254680 sec): 30 clusters Score: Raw -99937376.914831 + Penalty 63883.449798 = -99873493.465033 nChanged 180 Iteration 236Q (2629.044580 sec): 30 clusters Score: Raw -99937383.929447 + Penalty 63883.449798 = -99873500.479650 nChanged 184 Iteration 237Q (2635.646314 sec): 30 clusters Score: Raw -99937390.218612 + Penalty 63883.449798 = -99873506.768815 nChanged 197 Iteration 238Q (2642.218403 sec): 30 clusters Score: Raw -99937396.168426 + Penalty 63883.449798 = -99873512.718629 nChanged 183 Iteration 239Q (2648.950581 sec): 30 clusters Score: Raw -99937401.413802 + Penalty 63883.449798 = -99873517.964004 nChanged 181 Iteration 240F (2662.478141 sec): 30 clusters Score: Raw -99937406.879944 + Penalty 63883.449798 = -99873523.430147 nChanged 185 Iteration 241Q (2669.048716 sec): 30 clusters Score: Raw -99937412.619160 + Penalty 63883.449798 = -99873529.169362 nChanged 191 Iteration 242Q (2675.390203 sec): 30 clusters Score: Raw -99937418.993932 + Penalty 63883.449798 = -99873535.544134 nChanged 173 Iteration 243Q (2682.078151 sec): 30 clusters Score: Raw -99937424.904065 + Penalty 63883.449798 = -99873541.454267 nChanged 193 Iteration 244Q (2688.617993 sec): 30 clusters Score: Raw -99937431.847062 + Penalty 63883.449798 = -99873548.397264 nChanged 199 Iteration 245Q (2695.159864 sec): 30 clusters Score: Raw -99937438.472788 + Penalty 63883.449798 = -99873555.022990 nChanged 189 Iteration 246Q (2701.898460 sec): 30 clusters Score: Raw -99937445.251781 + Penalty 63883.449798 = -99873561.801983 nChanged 210 Iteration 247Q (2708.555953 sec): 30 clusters Score: Raw -99937453.203940 + Penalty 63883.449798 = -99873569.754143 nChanged 192 Iteration 248Q (2715.129489 sec): 30 clusters Score: Raw -99937459.553290 + Penalty 63883.449798 = -99873576.103493 nChanged 175 Iteration 249Q (2721.566212 sec): 30 clusters Score: Raw -99937465.758156 + Penalty 63883.449798 = -99873582.308359 nChanged 164 Iteration 250Q (2728.261048 sec): 30 clusters Score: Raw -99937472.147325 + Penalty 63883.449798 = -99873588.697528 nChanged 153 Iteration 251Q (2734.812198 sec): 30 clusters Score: Raw -99937477.085004 + Penalty 63883.449798 = -99873593.635207 nChanged 162 Iteration 252Q (2741.670861 sec): 30 clusters Score: Raw -99937481.766418 + Penalty 63883.449798 = -99873598.316621 nChanged 137 Iteration 253Q (2748.267245 sec): 30 clusters Score: Raw -99937485.751448 + Penalty 63883.449798 = -99873602.301650 nChanged 134 Iteration 254Q (2754.850328 sec): 30 clusters Score: Raw -99937490.599619 + Penalty 63883.449798 = -99873607.149821 nChanged 162 Iteration 255Q (2761.679609 sec): 30 clusters Score: Raw -99937494.854483 + Penalty 63883.449798 = -99873611.404685 nChanged 153 Iteration 256Q (2768.364847 sec): 30 clusters Score: Raw -99937499.172876 + Penalty 63883.449798 = -99873615.723078 nChanged 149 Iteration 257Q (2774.862578 sec): 30 clusters Score: Raw -99937503.566246 + Penalty 63883.449798 = -99873620.116448 nChanged 145 Iteration 258Q (2781.307287 sec): 30 clusters Score: Raw -99937507.996077 + Penalty 63883.449798 = -99873624.546279 nChanged 158 Writing temp clu file Because OldScore, -99873620.116448, is greater than current (better) Score,-99873624.546279 Compute initial score before splitting: Score: Raw -99937507.996077 + Penalty 63883.449798 = -99873624.546279 Trying to split cluster 1 (8289 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2781.504402 sec): 2 clusters Score: Raw -1080324.295658 + Penalty 1466.186250 = -1078858.109408 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2781.557614 sec): 3 clusters Score: Raw -1075753.486122 + Penalty 2932.372499 = -1072821.113622 nChanged 3562 SP:Iteration 1F (2781.616127 sec): 3 clusters Score: Raw -1077726.234958 + Penalty 2932.372499 = -1074793.862459 nChanged 598 SP:Iteration 2F (2781.650836 sec): 3 clusters Score: Raw -1078030.918860 + Penalty 2932.372499 = -1075098.546360 nChanged 457 SP:Iteration 3F (2781.679258 sec): 3 clusters Score: Raw -1078261.878553 + Penalty 2932.372499 = -1075329.506053 nChanged 414 SP:Iteration 4Q (2781.710579 sec): 3 clusters Score: Raw -1078473.067603 + Penalty 2932.372499 = -1075540.695104 nChanged 372 SP:Iteration 5Q (2781.769382 sec): 3 clusters Score: Raw -1078667.653539 + Penalty 2932.372499 = -1075735.281039 nChanged 352 SP:Iteration 6Q (2781.802955 sec): 3 clusters Score: Raw -1078867.958761 + Penalty 2932.372499 = -1075935.586262 nChanged 354 SP:Iteration 7Q (2781.838072 sec): 3 clusters Score: Raw -1079065.592427 + Penalty 2932.372499 = -1076133.219928 nChanged 324 SP:Iteration 8Q (2781.863777 sec): 3 clusters Score: Raw -1079239.370160 + Penalty 2932.372499 = -1076306.997661 nChanged 306 SP:Iteration 9Q (2781.911248 sec): 3 clusters Score: Raw -1079389.650691 + Penalty 2932.372499 = -1076457.278192 nChanged 284 SP:Iteration 10Q (2781.936611 sec): 3 clusters Score: Raw -1079523.283821 + Penalty 2932.372499 = -1076590.911322 nChanged 260 SP:Iteration 11Q (2781.962012 sec): 3 clusters Score: Raw -1079658.609586 + Penalty 2932.372499 = -1076726.237087 nChanged 238 SP:Iteration 12Q (2781.987312 sec): 3 clusters Score: Raw -1079768.018690 + Penalty 2932.372499 = -1076835.646190 nChanged 177 SP:Iteration 13Q (2782.058251 sec): 3 clusters Score: Raw -1079848.717947 + Penalty 2932.372499 = -1076916.345448 nChanged 165 SP:Iteration 14Q (2782.094600 sec): 3 clusters Score: Raw -1079918.815766 + Penalty 2932.372499 = -1076986.443267 nChanged 147 SP:Iteration 15Q (2782.143355 sec): 3 clusters Score: Raw -1079981.768148 + Penalty 2932.372499 = -1077049.395649 nChanged 150 SP:Iteration 16Q (2782.207339 sec): 3 clusters Score: Raw -1080042.982253 + Penalty 2932.372499 = -1077110.609753 nChanged 125 SP:Iteration 17Q (2782.269233 sec): 3 clusters Score: Raw -1080091.273256 + Penalty 2932.372499 = -1077158.900757 nChanged 112 SP:Iteration 18Q (2782.318498 sec): 3 clusters Score: Raw -1080136.369112 + Penalty 2932.372499 = -1077203.996613 nChanged 100 SP:Iteration 19Q (2782.368298 sec): 3 clusters Score: Raw -1080173.149111 + Penalty 2932.372499 = -1077240.776611 nChanged 92 SP:Iteration 20F (2782.423640 sec): 3 clusters Score: Raw -1080203.751263 + Penalty 2932.372499 = -1077271.378764 nChanged 85 SP:Iteration 21Q (2782.477188 sec): 3 clusters Score: Raw -1080234.726613 + Penalty 2932.372499 = -1077302.354114 nChanged 83 SP:Iteration 22Q (2782.538770 sec): 3 clusters Score: Raw -1080261.034272 + Penalty 2932.372499 = -1077328.661772 nChanged 72 SP:Iteration 23Q (2782.594734 sec): 3 clusters Score: Raw -1080280.480538 + Penalty 2932.372499 = -1077348.108038 nChanged 69 SP:Iteration 24Q (2782.639112 sec): 3 clusters Score: Raw -1080299.986918 + Penalty 2932.372499 = -1077367.614418 nChanged 66 SP:Iteration 25Q (2782.694922 sec): 3 clusters Score: Raw -1080317.432144 + Penalty 2932.372499 = -1077385.059644 nChanged 62 SP:Iteration 26Q (2782.753692 sec): 3 clusters Score: Raw -1080334.146584 + Penalty 2932.372499 = -1077401.774085 nChanged 48 SP:Iteration 27Q (2782.805546 sec): 3 clusters Score: Raw -1080346.075383 + Penalty 2932.372499 = -1077413.702883 nChanged 48 SP:Iteration 28Q (2782.862830 sec): 3 clusters Score: Raw -1080358.553760 + Penalty 2932.372499 = -1077426.181261 nChanged 51 SP:Iteration 29Q (2782.908206 sec): 3 clusters Score: Raw -1080371.836823 + Penalty 2932.372499 = -1077439.464324 nChanged 44 SP:Iteration 30Q (2782.967377 sec): 3 clusters Score: Raw -1080382.601538 + Penalty 2932.372499 = -1077450.229039 nChanged 44 SP:Iteration 31Q (2783.012289 sec): 3 clusters Score: Raw -1080392.663984 + Penalty 2932.372499 = -1077460.291484 nChanged 47 SP:Iteration 32Q (2783.068352 sec): 3 clusters Score: Raw -1080403.668957 + Penalty 2932.372499 = -1077471.296458 nChanged 43 SP:Iteration 33Q (2783.124567 sec): 3 clusters Score: Raw -1080416.216330 + Penalty 2932.372499 = -1077483.843831 nChanged 47 SP:Iteration 34Q (2783.172522 sec): 3 clusters Score: Raw -1080427.750430 + Penalty 2932.372499 = -1077495.377931 nChanged 40 SP:Iteration 35Q (2783.244055 sec): 3 clusters Score: Raw -1080436.482776 + Penalty 2932.372499 = -1077504.110276 nChanged 36 SP:Iteration 36Q (2783.282235 sec): 3 clusters Score: Raw -1080445.081121 + Penalty 2932.372499 = -1077512.708621 nChanged 34 SP:Iteration 37Q (2783.337385 sec): 3 clusters Score: Raw -1080453.603546 + Penalty 2932.372499 = -1077521.231047 nChanged 22 SP:Iteration 38Q (2783.386981 sec): 3 clusters Score: Raw -1080460.001804 + Penalty 2932.372499 = -1077527.629305 nChanged 28 SP:Iteration 39Q (2783.448063 sec): 3 clusters Score: Raw -1080469.551725 + Penalty 2932.372499 = -1077537.179226 nChanged 31 SP:Iteration 40F (2783.509121 sec): 3 clusters Score: Raw -1080481.831520 + Penalty 2932.372499 = -1077549.459021 nChanged 31 SP:Iteration 41Q (2783.570769 sec): 3 clusters Score: Raw -1080493.257147 + Penalty 2932.372499 = -1077560.884648 nChanged 29 SP:Iteration 42Q (2783.643011 sec): 3 clusters Score: Raw -1080503.693266 + Penalty 2932.372499 = -1077571.320767 nChanged 38 SP:Iteration 43Q (2783.672261 sec): 3 clusters Score: Raw -1080513.088189 + Penalty 2932.372499 = -1077580.715690 nChanged 28 SP:Iteration 44Q (2783.721285 sec): 3 clusters Score: Raw -1080519.560782 + Penalty 2932.372499 = -1077587.188283 nChanged 29 SP:Iteration 45Q (2783.770998 sec): 3 clusters Score: Raw -1080526.273403 + Penalty 2932.372499 = -1077593.900904 nChanged 21 SP:Iteration 46Q (2783.820933 sec): 3 clusters Score: Raw -1080532.038411 + Penalty 2932.372499 = -1077599.665911 nChanged 28 SP:Iteration 47Q (2783.881711 sec): 3 clusters Score: Raw -1080539.621323 + Penalty 2932.372499 = -1077607.248824 nChanged 26 SP:Iteration 48Q (2783.943226 sec): 3 clusters Score: Raw -1080546.370340 + Penalty 2932.372499 = -1077613.997840 nChanged 23 SP:Iteration 49Q (2783.966990 sec): 3 clusters Score: Raw -1080552.970479 + Penalty 2932.372499 = -1077620.597980 nChanged 18 SP:Iteration 50Q (2784.026981 sec): 3 clusters Score: Raw -1080557.915747 + Penalty 2932.372499 = -1077625.543248 nChanged 20 SP:Iteration 51Q (2784.088609 sec): 3 clusters Score: Raw -1080566.656564 + Penalty 2932.372499 = -1077634.284065 nChanged 26 SP:Iteration 52Q (2784.150076 sec): 3 clusters Score: Raw -1080578.255432 + Penalty 2932.372499 = -1077645.882933 nChanged 30 SP:Iteration 53Q (2784.198859 sec): 3 clusters Score: Raw -1080591.830351 + Penalty 2932.372499 = -1077659.457851 nChanged 36 SP:Iteration 54Q (2784.262010 sec): 3 clusters Score: Raw -1080607.057667 + Penalty 2932.372499 = -1077674.685167 nChanged 34 SP:Iteration 55Q (2784.308235 sec): 3 clusters Score: Raw -1080624.441922 + Penalty 2932.372499 = -1077692.069422 nChanged 34 SP:Iteration 56Q (2784.357220 sec): 3 clusters Score: Raw -1080644.401865 + Penalty 2932.372499 = -1077712.029366 nChanged 42 SP:Iteration 57Q (2784.415913 sec): 3 clusters Score: Raw -1080678.712618 + Penalty 2932.372499 = -1077746.340118 nChanged 48 SP:Iteration 58Q (2784.461206 sec): 3 clusters Score: Raw -1080704.296118 + Penalty 2932.372499 = -1077771.923619 nChanged 52 SP:Iteration 59Q (2784.514345 sec): 3 clusters Score: Raw -1080729.528974 + Penalty 2932.372499 = -1077797.156474 nChanged 35 SP:Iteration 60F (2784.576066 sec): 3 clusters Score: Raw -1080747.785120 + Penalty 2932.372499 = -1077815.412620 nChanged 35 SP:Iteration 61Q (2784.610475 sec): 3 clusters Score: Raw -1080763.400208 + Penalty 2932.372499 = -1077831.027708 nChanged 28 SP:Iteration 62Q (2784.673006 sec): 3 clusters Score: Raw -1080774.490306 + Penalty 2932.372499 = -1077842.117806 nChanged 22 SP:Iteration 63Q (2784.721151 sec): 3 clusters Score: Raw -1080784.043169 + Penalty 2932.372499 = -1077851.670670 nChanged 19 SP:Iteration 64Q (2784.771359 sec): 3 clusters Score: Raw -1080790.124623 + Penalty 2932.372499 = -1077857.752124 nChanged 16 SP:Iteration 65Q (2784.824941 sec): 3 clusters Score: Raw -1080794.903327 + Penalty 2932.372499 = -1077862.530828 nChanged 13 SP:Iteration 66Q (2784.883828 sec): 3 clusters Score: Raw -1080799.022014 + Penalty 2932.372499 = -1077866.649515 nChanged 15 SP:Iteration 67Q (2784.944001 sec): 3 clusters Score: Raw -1080804.415976 + Penalty 2932.372499 = -1077872.043476 nChanged 7 SP:Iteration 68Q (2785.004487 sec): 3 clusters Score: Raw -1080807.184631 + Penalty 2932.372499 = -1077874.812132 nChanged 8 SP:Iteration 69Q (2785.064814 sec): 3 clusters Score: Raw -1080809.244622 + Penalty 2932.372499 = -1077876.872122 nChanged 8 SP:Iteration 70Q (2785.117195 sec): 3 clusters Score: Raw -1080811.341701 + Penalty 2932.372499 = -1077878.969202 nChanged 7 SP:Iteration 71Q (2785.174361 sec): 3 clusters Score: Raw -1080814.086177 + Penalty 2932.372499 = -1077881.713677 nChanged 9 SP:Iteration 72Q (2785.233518 sec): 3 clusters Score: Raw -1080817.621181 + Penalty 2932.372499 = -1077885.248681 nChanged 4 SP:Iteration 73Q (2785.295205 sec): 3 clusters Score: Raw -1080818.483697 + Penalty 2932.372499 = -1077886.111198 nChanged 3 SP:Iteration 74Q (2785.339324 sec): 3 clusters Score: Raw -1080819.794333 + Penalty 2932.372499 = -1077887.421834 nChanged 4 SP:Iteration 75Q (2785.397968 sec): 3 clusters Score: Raw -1080821.649719 + Penalty 2932.372499 = -1077889.277219 nChanged 7 SP:Iteration 76Q (2785.458994 sec): 3 clusters Score: Raw -1080823.397167 + Penalty 2932.372499 = -1077891.024667 nChanged 6 SP:Iteration 77Q (2785.518278 sec): 3 clusters Score: Raw -1080825.574754 + Penalty 2932.372499 = -1077893.202254 nChanged 4 SP:Iteration 78Q (2785.578012 sec): 3 clusters Score: Raw -1080826.928800 + Penalty 2932.372499 = -1077894.556300 nChanged 4 SP:Iteration 79Q (2785.632115 sec): 3 clusters Score: Raw -1080828.080838 + Penalty 2932.372499 = -1077895.708339 nChanged 2 SP:Iteration 80F (2785.693986 sec): 3 clusters Score: Raw -1080828.713770 + Penalty 2932.372499 = -1077896.341271 nChanged 2 SP:Iteration 81Q (2785.753407 sec): 3 clusters Score: Raw -1080828.966653 + Penalty 2932.372499 = -1077896.594153 nChanged 1 SP:Iteration 82Q (2785.806608 sec): 3 clusters Score: Raw -1080829.459940 + Penalty 2932.372499 = -1077897.087441 nChanged 3 SP:Iteration 83Q (2785.866635 sec): 3 clusters Score: Raw -1080829.970274 + Penalty 2932.372499 = -1077897.597775 nChanged 1 SP:Iteration 84Q (2785.926288 sec): 3 clusters Score: Raw -1080830.109509 + Penalty 2932.372499 = -1077897.737010 nChanged 1 SP:Iteration 85Q (2785.985997 sec): 3 clusters Score: Raw -1080830.166655 + Penalty 2932.372499 = -1077897.794156 nChanged 0 SP:Iteration 86F (2786.049279 sec): 3 clusters Score: Raw -1080830.166655 + Penalty 2932.372499 = -1077897.794156 nChanged 0 Trying to split cluster 2 (3355 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2786.079055 sec): 2 clusters Score: Raw -429659.766578 + Penalty 1319.208646 = -428340.557933 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2786.145133 sec): 3 clusters Score: Raw -428040.696977 + Penalty 2638.417291 = -425402.279686 nChanged 1278 SP:Iteration 1F (2786.183974 sec): 3 clusters Score: Raw -428805.292201 + Penalty 2638.417291 = -426166.874910 nChanged 285 SP:Iteration 2F (2786.237390 sec): 3 clusters Score: Raw -429040.159980 + Penalty 2638.417291 = -426401.742689 nChanged 238 SP:Iteration 3F (2786.290830 sec): 3 clusters Score: Raw -429273.959096 + Penalty 2638.417291 = -426635.541805 nChanged 223 SP:Iteration 4F (2786.337296 sec): 3 clusters Score: Raw -429536.400346 + Penalty 2638.417291 = -426897.983055 nChanged 204 SP:Iteration 5F (2786.390372 sec): 3 clusters Score: Raw -429772.860313 + Penalty 2638.417291 = -427134.443022 nChanged 181 SP:Iteration 6F (2786.444093 sec): 3 clusters Score: Raw -429974.382623 + Penalty 2638.417291 = -427335.965332 nChanged 164 SP:Iteration 7Q (2786.490398 sec): 3 clusters Score: Raw -430128.537280 + Penalty 2638.417291 = -427490.119989 nChanged 125 SP:Iteration 8Q (2786.537097 sec): 3 clusters Score: Raw -430240.074052 + Penalty 2638.417291 = -427601.656761 nChanged 104 SP:Iteration 9Q (2786.585559 sec): 3 clusters Score: Raw -430324.969226 + Penalty 2638.417291 = -427686.551935 nChanged 68 SP:Iteration 10Q (2786.632067 sec): 3 clusters Score: Raw -430364.508826 + Penalty 2638.417291 = -427726.091535 nChanged 57 SP:Iteration 11Q (2786.680523 sec): 3 clusters Score: Raw -430396.940590 + Penalty 2638.417291 = -427758.523299 nChanged 52 SP:Iteration 12Q (2786.726835 sec): 3 clusters Score: Raw -430422.499609 + Penalty 2638.417291 = -427784.082317 nChanged 40 SP:Iteration 13Q (2786.772205 sec): 3 clusters Score: Raw -430438.696193 + Penalty 2638.417291 = -427800.278902 nChanged 36 SP:Iteration 14Q (2786.829063 sec): 3 clusters Score: Raw -430457.087905 + Penalty 2638.417291 = -427818.670614 nChanged 36 SP:Iteration 15Q (2786.863053 sec): 3 clusters Score: Raw -430471.218109 + Penalty 2638.417291 = -427832.800818 nChanged 19 SP:Iteration 16Q (2786.911153 sec): 3 clusters Score: Raw -430478.235786 + Penalty 2638.417291 = -427839.818495 nChanged 19 SP:Iteration 17Q (2786.955279 sec): 3 clusters Score: Raw -430483.963877 + Penalty 2638.417291 = -427845.546586 nChanged 7 SP:Iteration 18Q (2787.011115 sec): 3 clusters Score: Raw -430486.014575 + Penalty 2638.417291 = -427847.597284 nChanged 6 SP:Iteration 19Q (2787.048449 sec): 3 clusters Score: Raw -430487.696335 + Penalty 2638.417291 = -427849.279044 nChanged 3 SP:Iteration 20F (2787.105182 sec): 3 clusters Score: Raw -430488.387979 + Penalty 2638.417291 = -427849.970688 nChanged 5 SP:Iteration 21Q (2787.142643 sec): 3 clusters Score: Raw -430489.725712 + Penalty 2638.417291 = -427851.308421 nChanged 5 SP:Iteration 22Q (2787.191001 sec): 3 clusters Score: Raw -430491.345512 + Penalty 2638.417291 = -427852.928221 nChanged 5 SP:Iteration 23Q (2787.236962 sec): 3 clusters Score: Raw -430492.998093 + Penalty 2638.417291 = -427854.580802 nChanged 5 SP:Iteration 24Q (2787.283146 sec): 3 clusters Score: Raw -430494.479734 + Penalty 2638.417291 = -427856.062443 nChanged 4 SP:Iteration 25Q (2787.332335 sec): 3 clusters Score: Raw -430495.433375 + Penalty 2638.417291 = -427857.016084 nChanged 7 SP:Iteration 26Q (2787.389331 sec): 3 clusters Score: Raw -430497.814662 + Penalty 2638.417291 = -427859.397371 nChanged 3 SP:Iteration 27Q (2787.437144 sec): 3 clusters Score: Raw -430498.643227 + Penalty 2638.417291 = -427860.225936 nChanged 2 SP:Iteration 28Q (2787.485204 sec): 3 clusters Score: Raw -430499.180389 + Penalty 2638.417291 = -427860.763098 nChanged 2 SP:Iteration 29Q (2787.532501 sec): 3 clusters Score: Raw -430499.728965 + Penalty 2638.417291 = -427861.311674 nChanged 1 SP:Iteration 30Q (2787.580649 sec): 3 clusters Score: Raw -430499.831649 + Penalty 2638.417291 = -427861.414358 nChanged 0 SP:Iteration 31F (2787.618881 sec): 3 clusters Score: Raw -430499.831649 + Penalty 2638.417291 = -427861.414358 nChanged 0 Trying to split cluster 3 (14190 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2787.651908 sec): 2 clusters Score: Raw -1864962.716589 + Penalty 1553.547575 = -1863409.169014 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2787.715542 sec): 3 clusters Score: Raw -1856737.930005 + Penalty 3107.095150 = -1853630.834854 nChanged 6222 SP:Iteration 1F (2787.782517 sec): 3 clusters Score: Raw -1860241.157154 + Penalty 3107.095150 = -1857134.062004 nChanged 849 SP:Iteration 2F (2787.849363 sec): 3 clusters Score: Raw -1860618.921915 + Penalty 3107.095150 = -1857511.826765 nChanged 730 SP:Iteration 3F (2787.915574 sec): 3 clusters Score: Raw -1860900.955858 + Penalty 3107.095150 = -1857793.860708 nChanged 596 SP:Iteration 4Q (2787.990615 sec): 3 clusters Score: Raw -1861120.928155 + Penalty 3107.095150 = -1858013.833005 nChanged 555 SP:Iteration 5Q (2788.044154 sec): 3 clusters Score: Raw -1861365.038646 + Penalty 3107.095150 = -1858257.943496 nChanged 541 SP:Iteration 6Q (2788.110371 sec): 3 clusters Score: Raw -1861610.067900 + Penalty 3107.095150 = -1858502.972750 nChanged 516 SP:Iteration 7Q (2788.166839 sec): 3 clusters Score: Raw -1861854.531291 + Penalty 3107.095150 = -1858747.436141 nChanged 522 SP:Iteration 8Q (2788.232777 sec): 3 clusters Score: Raw -1862115.190667 + Penalty 3107.095150 = -1859008.095516 nChanged 511 SP:Iteration 9Q (2788.299466 sec): 3 clusters Score: Raw -1862393.539842 + Penalty 3107.095150 = -1859286.444692 nChanged 504 SP:Iteration 10Q (2788.375752 sec): 3 clusters Score: Raw -1862655.665223 + Penalty 3107.095150 = -1859548.570073 nChanged 492 SP:Iteration 11Q (2788.432081 sec): 3 clusters Score: Raw -1862891.589523 + Penalty 3107.095150 = -1859784.494372 nChanged 429 SP:Iteration 12Q (2788.507008 sec): 3 clusters Score: Raw -1863089.530889 + Penalty 3107.095150 = -1859982.435739 nChanged 362 SP:Iteration 13Q (2788.562841 sec): 3 clusters Score: Raw -1863234.676889 + Penalty 3107.095150 = -1860127.581739 nChanged 279 SP:Iteration 14Q (2788.619985 sec): 3 clusters Score: Raw -1863334.141240 + Penalty 3107.095150 = -1860227.046090 nChanged 212 SP:Iteration 15Q (2788.680140 sec): 3 clusters Score: Raw -1863402.044930 + Penalty 3107.095150 = -1860294.949780 nChanged 218 SP:Iteration 16Q (2788.738244 sec): 3 clusters Score: Raw -1863472.670510 + Penalty 3107.095150 = -1860365.575360 nChanged 211 SP:Iteration 17Q (2788.802676 sec): 3 clusters Score: Raw -1863550.672279 + Penalty 3107.095150 = -1860443.577129 nChanged 225 SP:Iteration 18Q (2788.869490 sec): 3 clusters Score: Raw -1863645.183850 + Penalty 3107.095150 = -1860538.088700 nChanged 244 SP:Iteration 19Q (2788.912880 sec): 3 clusters Score: Raw -1863744.511741 + Penalty 3107.095150 = -1860637.416591 nChanged 235 SP:Iteration 20F (2788.947880 sec): 3 clusters Score: Raw -1863845.219483 + Penalty 3107.095150 = -1860738.124332 nChanged 252 SP:Iteration 21Q (2789.016958 sec): 3 clusters Score: Raw -1863960.842095 + Penalty 3107.095150 = -1860853.746945 nChanged 254 SP:Iteration 22Q (2789.047463 sec): 3 clusters Score: Raw -1864070.840038 + Penalty 3107.095150 = -1860963.744888 nChanged 221 SP:Iteration 23Q (2789.112642 sec): 3 clusters Score: Raw -1864172.699785 + Penalty 3107.095150 = -1861065.604635 nChanged 230 SP:Iteration 24Q (2789.146228 sec): 3 clusters Score: Raw -1864292.692134 + Penalty 3107.095150 = -1861185.596984 nChanged 245 SP:Iteration 25Q (2789.185225 sec): 3 clusters Score: Raw -1864414.395019 + Penalty 3107.095150 = -1861307.299869 nChanged 216 SP:Iteration 26Q (2789.219269 sec): 3 clusters Score: Raw -1864511.618303 + Penalty 3107.095150 = -1861404.523152 nChanged 191 SP:Iteration 27Q (2789.255893 sec): 3 clusters Score: Raw -1864595.812443 + Penalty 3107.095150 = -1861488.717293 nChanged 173 SP:Iteration 28Q (2789.295305 sec): 3 clusters Score: Raw -1864677.593042 + Penalty 3107.095150 = -1861570.497892 nChanged 161 SP:Iteration 29Q (2789.329748 sec): 3 clusters Score: Raw -1864753.177301 + Penalty 3107.095150 = -1861646.082150 nChanged 137 SP:Iteration 30Q (2789.364377 sec): 3 clusters Score: Raw -1864817.823504 + Penalty 3107.095150 = -1861710.728353 nChanged 135 SP:Iteration 31Q (2789.400525 sec): 3 clusters Score: Raw -1864882.573484 + Penalty 3107.095150 = -1861775.478333 nChanged 128 SP:Iteration 32Q (2789.436973 sec): 3 clusters Score: Raw -1864932.004054 + Penalty 3107.095150 = -1861824.908904 nChanged 101 SP:Iteration 33Q (2789.473232 sec): 3 clusters Score: Raw -1864968.747023 + Penalty 3107.095150 = -1861861.651873 nChanged 87 SP:Iteration 34Q (2789.507405 sec): 3 clusters Score: Raw -1864999.171214 + Penalty 3107.095150 = -1861892.076064 nChanged 85 SP:Iteration 35Q (2789.537909 sec): 3 clusters Score: Raw -1865028.790587 + Penalty 3107.095150 = -1861921.695436 nChanged 67 SP:Iteration 36Q (2789.568575 sec): 3 clusters Score: Raw -1865053.083423 + Penalty 3107.095150 = -1861945.988273 nChanged 59 SP:Iteration 37Q (2789.599154 sec): 3 clusters Score: Raw -1865073.974173 + Penalty 3107.095150 = -1861966.879023 nChanged 59 SP:Iteration 38Q (2789.635471 sec): 3 clusters Score: Raw -1865092.506516 + Penalty 3107.095150 = -1861985.411366 nChanged 44 SP:Iteration 39Q (2789.671214 sec): 3 clusters Score: Raw -1865105.479508 + Penalty 3107.095150 = -1861998.384358 nChanged 47 SP:Iteration 40F (2789.712689 sec): 3 clusters Score: Raw -1865120.833428 + Penalty 3107.095150 = -1862013.738278 nChanged 44 SP:Iteration 41Q (2789.744656 sec): 3 clusters Score: Raw -1865135.032066 + Penalty 3107.095150 = -1862027.936916 nChanged 30 SP:Iteration 42Q (2789.781073 sec): 3 clusters Score: Raw -1865142.798741 + Penalty 3107.095150 = -1862035.703590 nChanged 31 SP:Iteration 43Q (2789.812697 sec): 3 clusters Score: Raw -1865150.984944 + Penalty 3107.095150 = -1862043.889794 nChanged 29 SP:Iteration 44Q (2789.842898 sec): 3 clusters Score: Raw -1865160.013187 + Penalty 3107.095150 = -1862052.918036 nChanged 31 SP:Iteration 45Q (2789.880246 sec): 3 clusters Score: Raw -1865168.302887 + Penalty 3107.095150 = -1862061.207737 nChanged 20 SP:Iteration 46Q (2789.910871 sec): 3 clusters Score: Raw -1865173.453202 + Penalty 3107.095150 = -1862066.358052 nChanged 18 SP:Iteration 47Q (2789.940825 sec): 3 clusters Score: Raw -1865178.283730 + Penalty 3107.095150 = -1862071.188580 nChanged 20 SP:Iteration 48Q (2789.971220 sec): 3 clusters Score: Raw -1865182.685925 + Penalty 3107.095150 = -1862075.590775 nChanged 20 SP:Iteration 49Q (2790.001297 sec): 3 clusters Score: Raw -1865187.314702 + Penalty 3107.095150 = -1862080.219552 nChanged 11 SP:Iteration 50Q (2790.061056 sec): 3 clusters Score: Raw -1865190.090112 + Penalty 3107.095150 = -1862082.994962 nChanged 21 SP:Iteration 51Q (2790.106148 sec): 3 clusters Score: Raw -1865195.254524 + Penalty 3107.095150 = -1862088.159374 nChanged 18 SP:Iteration 52Q (2790.142385 sec): 3 clusters Score: Raw -1865199.558540 + Penalty 3107.095150 = -1862092.463390 nChanged 20 SP:Iteration 53Q (2790.177962 sec): 3 clusters Score: Raw -1865205.215118 + Penalty 3107.095150 = -1862098.119968 nChanged 19 SP:Iteration 54Q (2790.230004 sec): 3 clusters Score: Raw -1865209.805308 + Penalty 3107.095150 = -1862102.710158 nChanged 17 SP:Iteration 55Q (2790.263578 sec): 3 clusters Score: Raw -1865213.397758 + Penalty 3107.095150 = -1862106.302608 nChanged 15 SP:Iteration 56Q (2790.307183 sec): 3 clusters Score: Raw -1865217.799829 + Penalty 3107.095150 = -1862110.704679 nChanged 14 SP:Iteration 57Q (2790.345971 sec): 3 clusters Score: Raw -1865220.631575 + Penalty 3107.095150 = -1862113.536424 nChanged 8 SP:Iteration 58Q (2790.379971 sec): 3 clusters Score: Raw -1865223.081865 + Penalty 3107.095150 = -1862115.986715 nChanged 11 SP:Iteration 59Q (2790.413232 sec): 3 clusters Score: Raw -1865225.359204 + Penalty 3107.095150 = -1862118.264054 nChanged 10 SP:Iteration 60F (2790.449745 sec): 3 clusters Score: Raw -1865227.381016 + Penalty 3107.095150 = -1862120.285866 nChanged 15 SP:Iteration 61Q (2790.485974 sec): 3 clusters Score: Raw -1865230.598667 + Penalty 3107.095150 = -1862123.503516 nChanged 6 SP:Iteration 62Q (2790.524840 sec): 3 clusters Score: Raw -1865231.874483 + Penalty 3107.095150 = -1862124.779332 nChanged 6 SP:Iteration 63Q (2790.554712 sec): 3 clusters Score: Raw -1865232.990689 + Penalty 3107.095150 = -1862125.895539 nChanged 5 SP:Iteration 64Q (2790.588077 sec): 3 clusters Score: Raw -1865233.846317 + Penalty 3107.095150 = -1862126.751167 nChanged 5 SP:Iteration 65Q (2790.624774 sec): 3 clusters Score: Raw -1865234.643443 + Penalty 3107.095150 = -1862127.548293 nChanged 5 SP:Iteration 66Q (2790.654679 sec): 3 clusters Score: Raw -1865235.540740 + Penalty 3107.095150 = -1862128.445590 nChanged 3 SP:Iteration 67Q (2790.687921 sec): 3 clusters Score: Raw -1865236.207061 + Penalty 3107.095150 = -1862129.111910 nChanged 1 SP:Iteration 68Q (2790.723561 sec): 3 clusters Score: Raw -1865236.322966 + Penalty 3107.095150 = -1862129.227815 nChanged 1 SP:Iteration 69Q (2790.774104 sec): 3 clusters Score: Raw -1865236.438674 + Penalty 3107.095150 = -1862129.343523 nChanged 0 SP:Iteration 70F (2790.822638 sec): 3 clusters Score: Raw -1865236.438674 + Penalty 3107.095150 = -1862129.343523 nChanged 0 Trying to split cluster 4 (3553 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2790.846090 sec): 2 clusters Score: Raw -454401.463636 + Penalty 1328.526484 = -453072.937152 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2790.866894 sec): 3 clusters Score: Raw -452706.466825 + Penalty 2657.052969 = -450049.413856 nChanged 1392 SP:Iteration 1F (2790.884641 sec): 3 clusters Score: Raw -453607.226815 + Penalty 2657.052969 = -450950.173846 nChanged 293 SP:Iteration 2F (2790.902512 sec): 3 clusters Score: Raw -453853.943198 + Penalty 2657.052969 = -451196.890230 nChanged 235 SP:Iteration 3F (2790.920297 sec): 3 clusters Score: Raw -454043.712199 + Penalty 2657.052969 = -451386.659231 nChanged 213 SP:Iteration 4F (2790.938154 sec): 3 clusters Score: Raw -454208.987301 + Penalty 2657.052969 = -451551.934332 nChanged 186 SP:Iteration 5F (2790.955662 sec): 3 clusters Score: Raw -454352.780234 + Penalty 2657.052969 = -451695.727266 nChanged 156 SP:Iteration 6Q (2790.973843 sec): 3 clusters Score: Raw -454466.483148 + Penalty 2657.052969 = -451809.430179 nChanged 140 SP:Iteration 7Q (2790.991792 sec): 3 clusters Score: Raw -454570.125110 + Penalty 2657.052969 = -451913.072141 nChanged 124 SP:Iteration 8Q (2791.009847 sec): 3 clusters Score: Raw -454649.710109 + Penalty 2657.052969 = -451992.657141 nChanged 89 SP:Iteration 9Q (2791.027476 sec): 3 clusters Score: Raw -454702.927548 + Penalty 2657.052969 = -452045.874580 nChanged 65 SP:Iteration 10Q (2791.046711 sec): 3 clusters Score: Raw -454736.532840 + Penalty 2657.052969 = -452079.479871 nChanged 53 SP:Iteration 11Q (2791.064341 sec): 3 clusters Score: Raw -454762.945671 + Penalty 2657.052969 = -452105.892702 nChanged 43 SP:Iteration 12Q (2791.081986 sec): 3 clusters Score: Raw -454786.689348 + Penalty 2657.052969 = -452129.636379 nChanged 33 SP:Iteration 13Q (2791.100402 sec): 3 clusters Score: Raw -454803.631049 + Penalty 2657.052969 = -452146.578081 nChanged 25 SP:Iteration 14Q (2791.116680 sec): 3 clusters Score: Raw -454814.960072 + Penalty 2657.052969 = -452157.907103 nChanged 26 SP:Iteration 15Q (2791.134057 sec): 3 clusters Score: Raw -454824.154053 + Penalty 2657.052969 = -452167.101084 nChanged 20 SP:Iteration 16Q (2791.152115 sec): 3 clusters Score: Raw -454830.396410 + Penalty 2657.052969 = -452173.343441 nChanged 20 SP:Iteration 17Q (2791.169872 sec): 3 clusters Score: Raw -454839.751039 + Penalty 2657.052969 = -452182.698070 nChanged 21 SP:Iteration 18Q (2791.187772 sec): 3 clusters Score: Raw -454848.012277 + Penalty 2657.052969 = -452190.959309 nChanged 15 SP:Iteration 19Q (2791.206667 sec): 3 clusters Score: Raw -454852.864354 + Penalty 2657.052969 = -452195.811385 nChanged 9 SP:Iteration 20F (2791.223592 sec): 3 clusters Score: Raw -454856.645417 + Penalty 2657.052969 = -452199.592449 nChanged 12 SP:Iteration 21Q (2791.242527 sec): 3 clusters Score: Raw -454860.347215 + Penalty 2657.052969 = -452203.294247 nChanged 7 SP:Iteration 22Q (2791.260901 sec): 3 clusters Score: Raw -454863.162686 + Penalty 2657.052969 = -452206.109717 nChanged 5 SP:Iteration 23Q (2791.279811 sec): 3 clusters Score: Raw -454864.347809 + Penalty 2657.052969 = -452207.294840 nChanged 1 SP:Iteration 24Q (2791.298132 sec): 3 clusters Score: Raw -454864.618071 + Penalty 2657.052969 = -452207.565102 nChanged 1 SP:Iteration 25Q (2791.317208 sec): 3 clusters Score: Raw -454864.787852 + Penalty 2657.052969 = -452207.734883 nChanged 0 SP:Iteration 26F (2791.335193 sec): 3 clusters Score: Raw -454864.787852 + Penalty 2657.052969 = -452207.734883 nChanged 0 Trying to split cluster 5 (3620 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2791.352536 sec): 2 clusters Score: Raw -477614.428680 + Penalty 1331.562262 = -476282.866418 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2791.369988 sec): 3 clusters Score: Raw -475822.784311 + Penalty 2663.124524 = -473159.659787 nChanged 1386 SP:Iteration 1F (2791.386457 sec): 3 clusters Score: Raw -476630.762964 + Penalty 2663.124524 = -473967.638440 nChanged 270 SP:Iteration 2F (2791.402856 sec): 3 clusters Score: Raw -476769.765136 + Penalty 2663.124524 = -474106.640612 nChanged 173 SP:Iteration 3Q (2791.419221 sec): 3 clusters Score: Raw -476853.347100 + Penalty 2663.124524 = -474190.222575 nChanged 122 SP:Iteration 4Q (2791.436139 sec): 3 clusters Score: Raw -476913.298810 + Penalty 2663.124524 = -474250.174286 nChanged 102 SP:Iteration 5Q (2791.454280 sec): 3 clusters Score: Raw -476965.088171 + Penalty 2663.124524 = -474301.963647 nChanged 86 SP:Iteration 6Q (2791.472961 sec): 3 clusters Score: Raw -477003.348183 + Penalty 2663.124524 = -474340.223659 nChanged 87 SP:Iteration 7Q (2791.492279 sec): 3 clusters Score: Raw -477038.031299 + Penalty 2663.124524 = -474374.906775 nChanged 64 SP:Iteration 8Q (2791.511575 sec): 3 clusters Score: Raw -477060.875637 + Penalty 2663.124524 = -474397.751113 nChanged 53 SP:Iteration 9Q (2791.529753 sec): 3 clusters Score: Raw -477080.799190 + Penalty 2663.124524 = -474417.674666 nChanged 43 SP:Iteration 10Q (2791.549036 sec): 3 clusters Score: Raw -477093.334859 + Penalty 2663.124524 = -474430.210335 nChanged 32 SP:Iteration 11Q (2791.566946 sec): 3 clusters Score: Raw -477103.484603 + Penalty 2663.124524 = -474440.360079 nChanged 30 SP:Iteration 12Q (2791.584916 sec): 3 clusters Score: Raw -477112.918280 + Penalty 2663.124524 = -474449.793756 nChanged 28 SP:Iteration 13Q (2791.602411 sec): 3 clusters Score: Raw -477121.164112 + Penalty 2663.124524 = -474458.039588 nChanged 20 SP:Iteration 14Q (2791.619884 sec): 3 clusters Score: Raw -477127.516454 + Penalty 2663.124524 = -474464.391930 nChanged 20 SP:Iteration 15Q (2791.637327 sec): 3 clusters Score: Raw -477134.739890 + Penalty 2663.124524 = -474471.615366 nChanged 19 SP:Iteration 16Q (2791.653846 sec): 3 clusters Score: Raw -477139.974029 + Penalty 2663.124524 = -474476.849505 nChanged 13 SP:Iteration 17Q (2791.670318 sec): 3 clusters Score: Raw -477142.194573 + Penalty 2663.124524 = -474479.070049 nChanged 5 SP:Iteration 18Q (2791.686940 sec): 3 clusters Score: Raw -477143.278034 + Penalty 2663.124524 = -474480.153510 nChanged 6 SP:Iteration 19Q (2791.705282 sec): 3 clusters Score: Raw -477144.847979 + Penalty 2663.124524 = -474481.723455 nChanged 10 SP:Iteration 20F (2791.723315 sec): 3 clusters Score: Raw -477147.726687 + Penalty 2663.124524 = -474484.602163 nChanged 14 SP:Iteration 21Q (2791.740550 sec): 3 clusters Score: Raw -477151.507493 + Penalty 2663.124524 = -474488.382969 nChanged 11 SP:Iteration 22Q (2791.758371 sec): 3 clusters Score: Raw -477154.824530 + Penalty 2663.124524 = -474491.700006 nChanged 12 SP:Iteration 23Q (2791.775574 sec): 3 clusters Score: Raw -477157.226369 + Penalty 2663.124524 = -474494.101845 nChanged 14 SP:Iteration 24Q (2791.792707 sec): 3 clusters Score: Raw -477162.270066 + Penalty 2663.124524 = -474499.145542 nChanged 13 SP:Iteration 25Q (2791.811953 sec): 3 clusters Score: Raw -477168.218965 + Penalty 2663.124524 = -474505.094441 nChanged 15 SP:Iteration 26Q (2791.829260 sec): 3 clusters Score: Raw -477173.859714 + Penalty 2663.124524 = -474510.735190 nChanged 21 SP:Iteration 27Q (2791.846830 sec): 3 clusters Score: Raw -477181.502014 + Penalty 2663.124524 = -474518.377490 nChanged 17 SP:Iteration 28Q (2791.866034 sec): 3 clusters Score: Raw -477189.382323 + Penalty 2663.124524 = -474526.257798 nChanged 23 SP:Iteration 29Q (2791.883241 sec): 3 clusters Score: Raw -477195.318389 + Penalty 2663.124524 = -474532.193865 nChanged 17 SP:Iteration 30Q (2791.902663 sec): 3 clusters Score: Raw -477200.871732 + Penalty 2663.124524 = -474537.747208 nChanged 12 SP:Iteration 31Q (2791.935582 sec): 3 clusters Score: Raw -477205.400680 + Penalty 2663.124524 = -474542.276156 nChanged 13 SP:Iteration 32Q (2791.955594 sec): 3 clusters Score: Raw -477211.006898 + Penalty 2663.124524 = -474547.882374 nChanged 21 SP:Iteration 33Q (2791.974097 sec): 3 clusters Score: Raw -477220.091018 + Penalty 2663.124524 = -474556.966494 nChanged 31 SP:Iteration 34Q (2791.991551 sec): 3 clusters Score: Raw -477232.563194 + Penalty 2663.124524 = -474569.438670 nChanged 24 SP:Iteration 35Q (2792.008964 sec): 3 clusters Score: Raw -477241.987191 + Penalty 2663.124524 = -474578.862667 nChanged 31 SP:Iteration 36Q (2792.026351 sec): 3 clusters Score: Raw -477252.391739 + Penalty 2663.124524 = -474589.267215 nChanged 29 SP:Iteration 37Q (2792.042681 sec): 3 clusters Score: Raw -477264.082793 + Penalty 2663.124524 = -474600.958269 nChanged 27 SP:Iteration 38Q (2792.059040 sec): 3 clusters Score: Raw -477276.672715 + Penalty 2663.124524 = -474613.548191 nChanged 38 SP:Iteration 39Q (2792.075441 sec): 3 clusters Score: Raw -477294.675778 + Penalty 2663.124524 = -474631.551254 nChanged 42 SP:Iteration 40F (2792.092879 sec): 3 clusters Score: Raw -477310.165919 + Penalty 2663.124524 = -474647.041395 nChanged 37 SP:Iteration 41Q (2792.110244 sec): 3 clusters Score: Raw -477329.203659 + Penalty 2663.124524 = -474666.079135 nChanged 49 SP:Iteration 42Q (2792.163647 sec): 3 clusters Score: Raw -477352.354374 + Penalty 2663.124524 = -474689.229850 nChanged 42 SP:Iteration 43Q (2792.216482 sec): 3 clusters Score: Raw -477371.603645 + Penalty 2663.124524 = -474708.479121 nChanged 48 SP:Iteration 44Q (2792.267945 sec): 3 clusters Score: Raw -477396.625120 + Penalty 2663.124524 = -474733.500595 nChanged 64 SP:Iteration 45Q (2792.319286 sec): 3 clusters Score: Raw -477436.521335 + Penalty 2663.124524 = -474773.396811 nChanged 64 SP:Iteration 46Q (2792.369903 sec): 3 clusters Score: Raw -477469.320105 + Penalty 2663.124524 = -474806.195581 nChanged 57 SP:Iteration 47Q (2792.421931 sec): 3 clusters Score: Raw -477505.322222 + Penalty 2663.124524 = -474842.197698 nChanged 69 SP:Iteration 48Q (2792.471282 sec): 3 clusters Score: Raw -477547.668214 + Penalty 2663.124524 = -474884.543689 nChanged 70 SP:Iteration 49Q (2792.518618 sec): 3 clusters Score: Raw -477590.075131 + Penalty 2663.124524 = -474926.950606 nChanged 80 SP:Iteration 50Q (2792.563260 sec): 3 clusters Score: Raw -477630.299561 + Penalty 2663.124524 = -474967.175037 nChanged 64 SP:Iteration 51Q (2792.610280 sec): 3 clusters Score: Raw -477669.828028 + Penalty 2663.124524 = -475006.703504 nChanged 77 SP:Iteration 52Q (2792.648822 sec): 3 clusters Score: Raw -477718.253460 + Penalty 2663.124524 = -475055.128936 nChanged 69 SP:Iteration 53Q (2792.700968 sec): 3 clusters Score: Raw -477758.345897 + Penalty 2663.124524 = -475095.221373 nChanged 66 SP:Iteration 54Q (2792.740109 sec): 3 clusters Score: Raw -477801.644626 + Penalty 2663.124524 = -475138.520102 nChanged 62 SP:Iteration 55Q (2792.780799 sec): 3 clusters Score: Raw -477827.758122 + Penalty 2663.124524 = -475164.633598 nChanged 46 SP:Iteration 56Q (2792.810877 sec): 3 clusters Score: Raw -477844.424167 + Penalty 2663.124524 = -475181.299643 nChanged 34 SP:Iteration 57Q (2792.846347 sec): 3 clusters Score: Raw -477859.877935 + Penalty 2663.124524 = -475196.753411 nChanged 27 SP:Iteration 58Q (2792.879277 sec): 3 clusters Score: Raw -477868.442507 + Penalty 2663.124524 = -475205.317983 nChanged 21 SP:Iteration 59Q (2792.929684 sec): 3 clusters Score: Raw -477875.940364 + Penalty 2663.124524 = -475212.815840 nChanged 17 SP:Iteration 60F (2792.980217 sec): 3 clusters Score: Raw -477882.962367 + Penalty 2663.124524 = -475219.837843 nChanged 17 SP:Iteration 61Q (2793.031312 sec): 3 clusters Score: Raw -477891.146668 + Penalty 2663.124524 = -475228.022144 nChanged 20 SP:Iteration 62Q (2793.068620 sec): 3 clusters Score: Raw -477899.444336 + Penalty 2663.124524 = -475236.319812 nChanged 14 SP:Iteration 63Q (2793.099559 sec): 3 clusters Score: Raw -477904.461610 + Penalty 2663.124524 = -475241.337086 nChanged 10 SP:Iteration 64Q (2793.150536 sec): 3 clusters Score: Raw -477907.097071 + Penalty 2663.124524 = -475243.972547 nChanged 7 SP:Iteration 65Q (2793.202141 sec): 3 clusters Score: Raw -477909.272506 + Penalty 2663.124524 = -475246.147982 nChanged 5 SP:Iteration 66Q (2793.245159 sec): 3 clusters Score: Raw -477910.102354 + Penalty 2663.124524 = -475246.977830 nChanged 5 SP:Iteration 67Q (2793.287406 sec): 3 clusters Score: Raw -477911.266790 + Penalty 2663.124524 = -475248.142266 nChanged 3 SP:Iteration 68Q (2793.335519 sec): 3 clusters Score: Raw -477911.942588 + Penalty 2663.124524 = -475248.818064 nChanged 4 SP:Iteration 69Q (2793.385076 sec): 3 clusters Score: Raw -477912.683492 + Penalty 2663.124524 = -475249.558968 nChanged 0 SP:Iteration 70F (2793.439089 sec): 3 clusters Score: Raw -477912.683492 + Penalty 2663.124524 = -475249.558968 nChanged 0 Trying to split cluster 6 (4688 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2793.469594 sec): 2 clusters Score: Raw -634889.724285 + Penalty 1373.573716 = -633516.150569 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2793.514483 sec): 3 clusters Score: Raw -632448.649453 + Penalty 2747.147433 = -629701.502020 nChanged 1913 SP:Iteration 1F (2793.570155 sec): 3 clusters Score: Raw -633540.964964 + Penalty 2747.147433 = -630793.817531 nChanged 332 SP:Iteration 2F (2793.626133 sec): 3 clusters Score: Raw -633715.332678 + Penalty 2747.147433 = -630968.185246 nChanged 246 SP:Iteration 3F (2793.678177 sec): 3 clusters Score: Raw -633839.637116 + Penalty 2747.147433 = -631092.489684 nChanged 192 SP:Iteration 4Q (2793.733721 sec): 3 clusters Score: Raw -633932.663808 + Penalty 2747.147433 = -631185.516375 nChanged 157 SP:Iteration 5Q (2793.788911 sec): 3 clusters Score: Raw -633998.923092 + Penalty 2747.147433 = -631251.775659 nChanged 128 SP:Iteration 6Q (2793.845507 sec): 3 clusters Score: Raw -634056.280099 + Penalty 2747.147433 = -631309.132666 nChanged 109 SP:Iteration 7Q (2793.900315 sec): 3 clusters Score: Raw -634101.708875 + Penalty 2747.147433 = -631354.561443 nChanged 120 SP:Iteration 8Q (2793.968524 sec): 3 clusters Score: Raw -634166.027563 + Penalty 2747.147433 = -631418.880131 nChanged 138 SP:Iteration 9Q (2794.013463 sec): 3 clusters Score: Raw -634231.646871 + Penalty 2747.147433 = -631484.499439 nChanged 136 SP:Iteration 10Q (2794.069373 sec): 3 clusters Score: Raw -634320.408043 + Penalty 2747.147433 = -631573.260610 nChanged 170 SP:Iteration 11Q (2794.136394 sec): 3 clusters Score: Raw -634430.872739 + Penalty 2747.147433 = -631683.725306 nChanged 161 SP:Iteration 12Q (2794.180631 sec): 3 clusters Score: Raw -634528.928267 + Penalty 2747.147433 = -631781.780835 nChanged 152 SP:Iteration 13Q (2794.237920 sec): 3 clusters Score: Raw -634617.497386 + Penalty 2747.147433 = -631870.349953 nChanged 137 SP:Iteration 14Q (2794.293133 sec): 3 clusters Score: Raw -634700.689312 + Penalty 2747.147433 = -631953.541879 nChanged 113 SP:Iteration 15Q (2794.349298 sec): 3 clusters Score: Raw -634756.998080 + Penalty 2747.147433 = -632009.850648 nChanged 93 SP:Iteration 16Q (2794.416301 sec): 3 clusters Score: Raw -634802.525654 + Penalty 2747.147433 = -632055.378222 nChanged 73 SP:Iteration 17Q (2794.465507 sec): 3 clusters Score: Raw -634834.124336 + Penalty 2747.147433 = -632086.976903 nChanged 68 SP:Iteration 18Q (2794.506339 sec): 3 clusters Score: Raw -634864.539781 + Penalty 2747.147433 = -632117.392348 nChanged 72 SP:Iteration 19Q (2794.564997 sec): 3 clusters Score: Raw -634891.940453 + Penalty 2747.147433 = -632144.793020 nChanged 56 SP:Iteration 20F (2794.605943 sec): 3 clusters Score: Raw -634913.676230 + Penalty 2747.147433 = -632166.528797 nChanged 47 SP:Iteration 21Q (2794.657627 sec): 3 clusters Score: Raw -634934.167416 + Penalty 2747.147433 = -632187.019983 nChanged 43 SP:Iteration 22Q (2794.716646 sec): 3 clusters Score: Raw -634950.989781 + Penalty 2747.147433 = -632203.842348 nChanged 24 SP:Iteration 23Q (2794.762691 sec): 3 clusters Score: Raw -634960.107186 + Penalty 2747.147433 = -632212.959753 nChanged 30 SP:Iteration 24Q (2794.807305 sec): 3 clusters Score: Raw -634974.505829 + Penalty 2747.147433 = -632227.358396 nChanged 34 SP:Iteration 25Q (2794.863251 sec): 3 clusters Score: Raw -634987.057009 + Penalty 2747.147433 = -632239.909576 nChanged 31 SP:Iteration 26Q (2794.895735 sec): 3 clusters Score: Raw -634999.204981 + Penalty 2747.147433 = -632252.057548 nChanged 27 SP:Iteration 27Q (2794.954516 sec): 3 clusters Score: Raw -635007.596972 + Penalty 2747.147433 = -632260.449539 nChanged 23 SP:Iteration 28Q (2794.995872 sec): 3 clusters Score: Raw -635014.943422 + Penalty 2747.147433 = -632267.795989 nChanged 31 SP:Iteration 29Q (2795.044797 sec): 3 clusters Score: Raw -635026.161602 + Penalty 2747.147433 = -632279.014169 nChanged 27 SP:Iteration 30Q (2795.103130 sec): 3 clusters Score: Raw -635036.679139 + Penalty 2747.147433 = -632289.531707 nChanged 27 SP:Iteration 31Q (2795.143804 sec): 3 clusters Score: Raw -635046.864334 + Penalty 2747.147433 = -632299.716902 nChanged 22 SP:Iteration 32Q (2795.192048 sec): 3 clusters Score: Raw -635057.150667 + Penalty 2747.147433 = -632310.003234 nChanged 29 SP:Iteration 33Q (2795.250709 sec): 3 clusters Score: Raw -635067.756682 + Penalty 2747.147433 = -632320.609249 nChanged 25 SP:Iteration 34Q (2795.291034 sec): 3 clusters Score: Raw -635076.754538 + Penalty 2747.147433 = -632329.607106 nChanged 18 SP:Iteration 35Q (2795.342191 sec): 3 clusters Score: Raw -635083.243541 + Penalty 2747.147433 = -632336.096108 nChanged 14 SP:Iteration 36Q (2795.381406 sec): 3 clusters Score: Raw -635086.571602 + Penalty 2747.147433 = -632339.424169 nChanged 14 SP:Iteration 37Q (2795.428127 sec): 3 clusters Score: Raw -635089.973644 + Penalty 2747.147433 = -632342.826212 nChanged 8 SP:Iteration 38Q (2795.479176 sec): 3 clusters Score: Raw -635092.067805 + Penalty 2747.147433 = -632344.920372 nChanged 10 SP:Iteration 39Q (2795.527569 sec): 3 clusters Score: Raw -635095.651218 + Penalty 2747.147433 = -632348.503786 nChanged 15 SP:Iteration 40F (2795.574900 sec): 3 clusters Score: Raw -635100.170138 + Penalty 2747.147433 = -632353.022706 nChanged 12 SP:Iteration 41Q (2795.623356 sec): 3 clusters Score: Raw -635104.956923 + Penalty 2747.147433 = -632357.809491 nChanged 12 SP:Iteration 42Q (2795.672116 sec): 3 clusters Score: Raw -635109.020942 + Penalty 2747.147433 = -632361.873509 nChanged 11 SP:Iteration 43Q (2795.722819 sec): 3 clusters Score: Raw -635113.675372 + Penalty 2747.147433 = -632366.527939 nChanged 15 SP:Iteration 44Q (2795.786885 sec): 3 clusters Score: Raw -635117.990722 + Penalty 2747.147433 = -632370.843290 nChanged 12 SP:Iteration 45Q (2795.836411 sec): 3 clusters Score: Raw -635122.236317 + Penalty 2747.147433 = -632375.088884 nChanged 12 SP:Iteration 46Q (2795.876305 sec): 3 clusters Score: Raw -635125.235562 + Penalty 2747.147433 = -632378.088129 nChanged 11 SP:Iteration 47Q (2795.934988 sec): 3 clusters Score: Raw -635127.779073 + Penalty 2747.147433 = -632380.631640 nChanged 5 SP:Iteration 48Q (2795.975269 sec): 3 clusters Score: Raw -635129.489495 + Penalty 2747.147433 = -632382.342062 nChanged 9 SP:Iteration 49Q (2796.024298 sec): 3 clusters Score: Raw -635131.867879 + Penalty 2747.147433 = -632384.720446 nChanged 9 SP:Iteration 50Q (2796.075650 sec): 3 clusters Score: Raw -635134.391898 + Penalty 2747.147433 = -632387.244465 nChanged 4 SP:Iteration 51Q (2796.124607 sec): 3 clusters Score: Raw -635135.212189 + Penalty 2747.147433 = -632388.064756 nChanged 5 SP:Iteration 52Q (2796.184480 sec): 3 clusters Score: Raw -635136.778399 + Penalty 2747.147433 = -632389.630966 nChanged 5 SP:Iteration 53Q (2796.224470 sec): 3 clusters Score: Raw -635137.911880 + Penalty 2747.147433 = -632390.764448 nChanged 6 SP:Iteration 54Q (2796.273565 sec): 3 clusters Score: Raw -635139.219478 + Penalty 2747.147433 = -632392.072045 nChanged 3 SP:Iteration 55Q (2796.321470 sec): 3 clusters Score: Raw -635140.177538 + Penalty 2747.147433 = -632393.030106 nChanged 5 SP:Iteration 56Q (2796.372559 sec): 3 clusters Score: Raw -635141.661196 + Penalty 2747.147433 = -632394.513763 nChanged 4 SP:Iteration 57Q (2796.430991 sec): 3 clusters Score: Raw -635142.666609 + Penalty 2747.147433 = -632395.519176 nChanged 5 SP:Iteration 58Q (2796.481532 sec): 3 clusters Score: Raw -635144.635106 + Penalty 2747.147433 = -632397.487673 nChanged 4 SP:Iteration 59Q (2796.522065 sec): 3 clusters Score: Raw -635145.408863 + Penalty 2747.147433 = -632398.261430 nChanged 4 SP:Iteration 60F (2796.572583 sec): 3 clusters Score: Raw -635146.091790 + Penalty 2747.147433 = -632398.944358 nChanged 2 SP:Iteration 61Q (2796.604360 sec): 3 clusters Score: Raw -635146.666171 + Penalty 2747.147433 = -632399.518738 nChanged 2 SP:Iteration 62Q (2796.655530 sec): 3 clusters Score: Raw -635147.049540 + Penalty 2747.147433 = -632399.902107 nChanged 1 SP:Iteration 63Q (2796.704253 sec): 3 clusters Score: Raw -635147.201195 + Penalty 2747.147433 = -632400.053763 nChanged 1 SP:Iteration 64Q (2796.754631 sec): 3 clusters Score: Raw -635147.340869 + Penalty 2747.147433 = -632400.193436 nChanged 3 SP:Iteration 65Q (2796.805977 sec): 3 clusters Score: Raw -635147.943652 + Penalty 2747.147433 = -632400.796220 nChanged 2 SP:Iteration 66Q (2796.862424 sec): 3 clusters Score: Raw -635148.561742 + Penalty 2747.147433 = -632401.414310 nChanged 1 SP:Iteration 67Q (2796.918242 sec): 3 clusters Score: Raw -635148.850484 + Penalty 2747.147433 = -632401.703051 nChanged 3 SP:Iteration 68Q (2796.973620 sec): 3 clusters Score: Raw -635149.751410 + Penalty 2747.147433 = -632402.603977 nChanged 8 SP:Iteration 69Q (2797.029763 sec): 3 clusters Score: Raw -635153.433358 + Penalty 2747.147433 = -632406.285925 nChanged 7 SP:Iteration 70Q (2797.084802 sec): 3 clusters Score: Raw -635156.161962 + Penalty 2747.147433 = -632409.014529 nChanged 7 SP:Iteration 71Q (2797.136507 sec): 3 clusters Score: Raw -635158.314434 + Penalty 2747.147433 = -632411.167001 nChanged 9 SP:Iteration 72Q (2797.192251 sec): 3 clusters Score: Raw -635160.771635 + Penalty 2747.147433 = -632413.624203 nChanged 7 SP:Iteration 73Q (2797.247759 sec): 3 clusters Score: Raw -635162.288902 + Penalty 2747.147433 = -632415.141469 nChanged 7 SP:Iteration 74Q (2797.303721 sec): 3 clusters Score: Raw -635163.996058 + Penalty 2747.147433 = -632416.848625 nChanged 5 SP:Iteration 75Q (2797.358993 sec): 3 clusters Score: Raw -635165.072583 + Penalty 2747.147433 = -632417.925150 nChanged 4 SP:Iteration 76Q (2797.414190 sec): 3 clusters Score: Raw -635166.309761 + Penalty 2747.147433 = -632419.162328 nChanged 4 SP:Iteration 77Q (2797.470006 sec): 3 clusters Score: Raw -635167.414673 + Penalty 2747.147433 = -632420.267241 nChanged 4 SP:Iteration 78Q (2797.524513 sec): 3 clusters Score: Raw -635168.266812 + Penalty 2747.147433 = -632421.119379 nChanged 1 SP:Iteration 79Q (2797.580027 sec): 3 clusters Score: Raw -635168.467862 + Penalty 2747.147433 = -632421.320429 nChanged 1 SP:Iteration 80F (2797.635236 sec): 3 clusters Score: Raw -635168.903301 + Penalty 2747.147433 = -632421.755868 nChanged 1 SP:Iteration 81Q (2797.689705 sec): 3 clusters Score: Raw -635169.094028 + Penalty 2747.147433 = -632421.946595 nChanged 0 SP:Iteration 82F (2797.745208 sec): 3 clusters Score: Raw -635169.094028 + Penalty 2747.147433 = -632421.946595 nChanged 0 Trying to split cluster 7 (1780 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2797.782305 sec): 2 clusters Score: Raw -215347.838244 + Penalty 1216.209905 = -214131.628339 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2797.821911 sec): 3 clusters Score: Raw -214684.957882 + Penalty 2432.419809 = -212252.538073 nChanged 663 SP:Iteration 1F (2797.873878 sec): 3 clusters Score: Raw -215263.979542 + Penalty 2432.419809 = -212831.559733 nChanged 187 SP:Iteration 2F (2797.918963 sec): 3 clusters Score: Raw -215486.720524 + Penalty 2432.419809 = -213054.300715 nChanged 109 SP:Iteration 3F (2797.971141 sec): 3 clusters Score: Raw -215634.629580 + Penalty 2432.419809 = -213202.209771 nChanged 94 SP:Iteration 4F (2798.022825 sec): 3 clusters Score: Raw -215750.764345 + Penalty 2432.419809 = -213318.344536 nChanged 67 SP:Iteration 5Q (2798.072797 sec): 3 clusters Score: Raw -215851.349497 + Penalty 2432.419809 = -213418.929688 nChanged 60 SP:Iteration 6Q (2798.125167 sec): 3 clusters Score: Raw -215908.200018 + Penalty 2432.419809 = -213475.780209 nChanged 36 SP:Iteration 7Q (2798.169864 sec): 3 clusters Score: Raw -215942.445559 + Penalty 2432.419809 = -213510.025750 nChanged 27 SP:Iteration 8Q (2798.211447 sec): 3 clusters Score: Raw -215964.402088 + Penalty 2432.419809 = -213531.982279 nChanged 28 SP:Iteration 9Q (2798.262881 sec): 3 clusters Score: Raw -215987.214476 + Penalty 2432.419809 = -213554.794667 nChanged 25 SP:Iteration 10Q (2798.318066 sec): 3 clusters Score: Raw -216002.091261 + Penalty 2432.419809 = -213569.671452 nChanged 18 SP:Iteration 11Q (2798.374467 sec): 3 clusters Score: Raw -216015.178763 + Penalty 2432.419809 = -213582.758954 nChanged 16 SP:Iteration 12Q (2798.423792 sec): 3 clusters Score: Raw -216022.733528 + Penalty 2432.419809 = -213590.313719 nChanged 14 SP:Iteration 13Q (2798.472472 sec): 3 clusters Score: Raw -216031.840567 + Penalty 2432.419809 = -213599.420758 nChanged 17 SP:Iteration 14Q (2798.507367 sec): 3 clusters Score: Raw -216044.783750 + Penalty 2432.419809 = -213612.363941 nChanged 13 SP:Iteration 15Q (2798.551816 sec): 3 clusters Score: Raw -216051.699940 + Penalty 2432.419809 = -213619.280131 nChanged 6 SP:Iteration 16Q (2798.598120 sec): 3 clusters Score: Raw -216055.719294 + Penalty 2432.419809 = -213623.299485 nChanged 6 SP:Iteration 17Q (2798.644433 sec): 3 clusters Score: Raw -216061.124737 + Penalty 2432.419809 = -213628.704927 nChanged 9 SP:Iteration 18Q (2798.695764 sec): 3 clusters Score: Raw -216067.334273 + Penalty 2432.419809 = -213634.914464 nChanged 7 SP:Iteration 19Q (2798.748445 sec): 3 clusters Score: Raw -216070.964498 + Penalty 2432.419809 = -213638.544689 nChanged 3 SP:Iteration 20F (2798.801657 sec): 3 clusters Score: Raw -216072.268419 + Penalty 2432.419809 = -213639.848609 nChanged 3 SP:Iteration 21Q (2798.843896 sec): 3 clusters Score: Raw -216073.919478 + Penalty 2432.419809 = -213641.499669 nChanged 2 SP:Iteration 22Q (2798.896061 sec): 3 clusters Score: Raw -216074.507867 + Penalty 2432.419809 = -213642.088058 nChanged 0 SP:Iteration 23F (2798.948540 sec): 3 clusters Score: Raw -216074.507867 + Penalty 2432.419809 = -213642.088058 nChanged 0 Trying to split cluster 8 (33122 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2799.013564 sec): 2 clusters Score: Raw -4301898.414010 + Penalty 1691.292361 = -4300207.121648 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2799.101430 sec): 3 clusters Score: Raw -4281258.503789 + Penalty 3382.584723 = -4277875.919067 nChanged 15376 SP:Iteration 1F (2799.201129 sec): 3 clusters Score: Raw -4289857.818184 + Penalty 3382.584723 = -4286475.233462 nChanged 1535 SP:Iteration 2Q (2799.302795 sec): 3 clusters Score: Raw -4290337.489758 + Penalty 3382.584723 = -4286954.905035 nChanged 1444 SP:Iteration 3Q (2799.374986 sec): 3 clusters Score: Raw -4290810.643078 + Penalty 3382.584723 = -4287428.058356 nChanged 1478 SP:Iteration 4Q (2799.445613 sec): 3 clusters Score: Raw -4291376.769380 + Penalty 3382.584723 = -4287994.184657 nChanged 1492 SP:Iteration 5Q (2799.509362 sec): 3 clusters Score: Raw -4292030.217318 + Penalty 3382.584723 = -4288647.632595 nChanged 1613 SP:Iteration 6Q (2799.578931 sec): 3 clusters Score: Raw -4292867.682480 + Penalty 3382.584723 = -4289485.097758 nChanged 1681 SP:Iteration 7F (2799.640765 sec): 3 clusters Score: Raw -4293916.659607 + Penalty 3382.584723 = -4290534.074884 nChanged 1845 SP:Iteration 8F (2799.705666 sec): 3 clusters Score: Raw -4295096.010906 + Penalty 3382.584723 = -4291713.426183 nChanged 1777 SP:Iteration 9F (2799.767214 sec): 3 clusters Score: Raw -4296136.888949 + Penalty 3382.584723 = -4292754.304226 nChanged 1551 SP:Iteration 10Q (2799.831649 sec): 3 clusters Score: Raw -4296858.939541 + Penalty 3382.584723 = -4293476.354819 nChanged 1203 SP:Iteration 11Q (2799.906985 sec): 3 clusters Score: Raw -4297269.725024 + Penalty 3382.584723 = -4293887.140302 nChanged 788 SP:Iteration 12Q (2799.969942 sec): 3 clusters Score: Raw -4297457.217143 + Penalty 3382.584723 = -4294074.632421 nChanged 535 SP:Iteration 13Q (2800.033187 sec): 3 clusters Score: Raw -4297557.591255 + Penalty 3382.584723 = -4294175.006532 nChanged 402 SP:Iteration 14Q (2800.100981 sec): 3 clusters Score: Raw -4297626.861717 + Penalty 3382.584723 = -4294244.276994 nChanged 321 SP:Iteration 15Q (2800.162106 sec): 3 clusters Score: Raw -4297678.778200 + Penalty 3382.584723 = -4294296.193478 nChanged 281 SP:Iteration 16Q (2800.225568 sec): 3 clusters Score: Raw -4297717.874132 + Penalty 3382.584723 = -4294335.289409 nChanged 234 SP:Iteration 17Q (2800.292405 sec): 3 clusters Score: Raw -4297750.613785 + Penalty 3382.584723 = -4294368.029062 nChanged 194 SP:Iteration 18Q (2800.357960 sec): 3 clusters Score: Raw -4297777.468401 + Penalty 3382.584723 = -4294394.883679 nChanged 195 SP:Iteration 19Q (2800.425836 sec): 3 clusters Score: Raw -4297805.401475 + Penalty 3382.584723 = -4294422.816752 nChanged 196 SP:Iteration 20F (2800.522594 sec): 3 clusters Score: Raw -4297836.820328 + Penalty 3382.584723 = -4294454.235605 nChanged 225 SP:Iteration 21Q (2800.584247 sec): 3 clusters Score: Raw -4297870.849096 + Penalty 3382.584723 = -4294488.264373 nChanged 206 SP:Iteration 22Q (2800.647316 sec): 3 clusters Score: Raw -4297903.846793 + Penalty 3382.584723 = -4294521.262071 nChanged 241 SP:Iteration 23Q (2800.708516 sec): 3 clusters Score: Raw -4297940.931463 + Penalty 3382.584723 = -4294558.346740 nChanged 237 SP:Iteration 24Q (2800.771593 sec): 3 clusters Score: Raw -4297974.156686 + Penalty 3382.584723 = -4294591.571964 nChanged 213 SP:Iteration 25Q (2800.842527 sec): 3 clusters Score: Raw -4298003.573137 + Penalty 3382.584723 = -4294620.988414 nChanged 218 SP:Iteration 26Q (2800.903903 sec): 3 clusters Score: Raw -4298033.870160 + Penalty 3382.584723 = -4294651.285437 nChanged 214 SP:Iteration 27Q (2800.965507 sec): 3 clusters Score: Raw -4298061.523647 + Penalty 3382.584723 = -4294678.938924 nChanged 210 SP:Iteration 28Q (2801.060323 sec): 3 clusters Score: Raw -4298090.029832 + Penalty 3382.584723 = -4294707.445109 nChanged 212 SP:Iteration 29Q (2801.123108 sec): 3 clusters Score: Raw -4298121.007484 + Penalty 3382.584723 = -4294738.422761 nChanged 223 SP:Iteration 30Q (2801.217421 sec): 3 clusters Score: Raw -4298154.408427 + Penalty 3382.584723 = -4294771.823704 nChanged 236 SP:Iteration 31Q (2801.299479 sec): 3 clusters Score: Raw -4298190.903515 + Penalty 3382.584723 = -4294808.318792 nChanged 249 SP:Iteration 32Q (2801.363420 sec): 3 clusters Score: Raw -4298229.157331 + Penalty 3382.584723 = -4294846.572609 nChanged 266 SP:Iteration 33Q (2801.451772 sec): 3 clusters Score: Raw -4298274.616665 + Penalty 3382.584723 = -4294892.031942 nChanged 294 SP:Iteration 34Q (2801.548430 sec): 3 clusters Score: Raw -4298328.038870 + Penalty 3382.584723 = -4294945.454147 nChanged 290 SP:Iteration 35Q (2801.635902 sec): 3 clusters Score: Raw -4298387.782044 + Penalty 3382.584723 = -4295005.197321 nChanged 335 SP:Iteration 36Q (2801.732310 sec): 3 clusters Score: Raw -4298461.054236 + Penalty 3382.584723 = -4295078.469514 nChanged 339 SP:Iteration 37Q (2801.825033 sec): 3 clusters Score: Raw -4298550.168968 + Penalty 3382.584723 = -4295167.584245 nChanged 378 SP:Iteration 38Q (2801.916994 sec): 3 clusters Score: Raw -4298667.216229 + Penalty 3382.584723 = -4295284.631506 nChanged 476 SP:Iteration 39Q (2802.009139 sec): 3 clusters Score: Raw -4298837.468280 + Penalty 3382.584723 = -4295454.883557 nChanged 560 SP:Iteration 40F (2802.098517 sec): 3 clusters Score: Raw -4299060.493505 + Penalty 3382.584723 = -4295677.908782 nChanged 629 SP:Iteration 41Q (2802.183016 sec): 3 clusters Score: Raw -4299353.306319 + Penalty 3382.584723 = -4295970.721597 nChanged 684 SP:Iteration 42Q (2802.267026 sec): 3 clusters Score: Raw -4299696.949683 + Penalty 3382.584723 = -4296314.364960 nChanged 688 SP:Iteration 43Q (2802.350317 sec): 3 clusters Score: Raw -4300078.510387 + Penalty 3382.584723 = -4296695.925664 nChanged 696 SP:Iteration 44Q (2802.434299 sec): 3 clusters Score: Raw -4300446.857561 + Penalty 3382.584723 = -4297064.272838 nChanged 615 SP:Iteration 45Q (2802.518563 sec): 3 clusters Score: Raw -4300757.472013 + Penalty 3382.584723 = -4297374.887290 nChanged 553 SP:Iteration 46Q (2802.609765 sec): 3 clusters Score: Raw -4301021.754986 + Penalty 3382.584723 = -4297639.170263 nChanged 515 SP:Iteration 47Q (2802.700406 sec): 3 clusters Score: Raw -4301266.842582 + Penalty 3382.584723 = -4297884.257859 nChanged 449 SP:Iteration 48Q (2802.789393 sec): 3 clusters Score: Raw -4301473.485367 + Penalty 3382.584723 = -4298090.900644 nChanged 411 SP:Iteration 49Q (2802.878368 sec): 3 clusters Score: Raw -4301641.747685 + Penalty 3382.584723 = -4298259.162962 nChanged 360 SP:Iteration 50Q (2802.954880 sec): 3 clusters Score: Raw -4301767.890827 + Penalty 3382.584723 = -4298385.306104 nChanged 295 SP:Iteration 51Q (2803.042319 sec): 3 clusters Score: Raw -4301862.742091 + Penalty 3382.584723 = -4298480.157369 nChanged 265 SP:Iteration 52Q (2803.134215 sec): 3 clusters Score: Raw -4301937.947017 + Penalty 3382.584723 = -4298555.362294 nChanged 212 SP:Iteration 53Q (2803.226226 sec): 3 clusters Score: Raw -4301993.057986 + Penalty 3382.584723 = -4298610.473263 nChanged 205 SP:Iteration 54Q (2803.308632 sec): 3 clusters Score: Raw -4302038.867331 + Penalty 3382.584723 = -4298656.282608 nChanged 169 SP:Iteration 55Q (2803.399851 sec): 3 clusters Score: Raw -4302075.952570 + Penalty 3382.584723 = -4298693.367847 nChanged 155 SP:Iteration 56Q (2803.486953 sec): 3 clusters Score: Raw -4302104.162318 + Penalty 3382.584723 = -4298721.577595 nChanged 123 SP:Iteration 57Q (2803.570403 sec): 3 clusters Score: Raw -4302129.818632 + Penalty 3382.584723 = -4298747.233909 nChanged 125 SP:Iteration 58Q (2803.661286 sec): 3 clusters Score: Raw -4302154.792576 + Penalty 3382.584723 = -4298772.207854 nChanged 113 SP:Iteration 59Q (2803.742738 sec): 3 clusters Score: Raw -4302176.198156 + Penalty 3382.584723 = -4298793.613434 nChanged 106 SP:Iteration 60F (2803.832952 sec): 3 clusters Score: Raw -4302196.051980 + Penalty 3382.584723 = -4298813.467257 nChanged 95 SP:Iteration 61Q (2803.927719 sec): 3 clusters Score: Raw -4302213.253584 + Penalty 3382.584723 = -4298830.668861 nChanged 84 SP:Iteration 62Q (2804.013381 sec): 3 clusters Score: Raw -4302225.388552 + Penalty 3382.584723 = -4298842.803829 nChanged 78 SP:Iteration 63Q (2804.109361 sec): 3 clusters Score: Raw -4302236.801384 + Penalty 3382.584723 = -4298854.216661 nChanged 57 SP:Iteration 64Q (2804.195469 sec): 3 clusters Score: Raw -4302244.524409 + Penalty 3382.584723 = -4298861.939686 nChanged 62 SP:Iteration 65Q (2804.281918 sec): 3 clusters Score: Raw -4302254.991619 + Penalty 3382.584723 = -4298872.406897 nChanged 60 SP:Iteration 66Q (2804.378895 sec): 3 clusters Score: Raw -4302263.750517 + Penalty 3382.584723 = -4298881.165794 nChanged 56 SP:Iteration 67Q (2804.462578 sec): 3 clusters Score: Raw -4302271.689385 + Penalty 3382.584723 = -4298889.104662 nChanged 57 SP:Iteration 68Q (2804.553472 sec): 3 clusters Score: Raw -4302279.764504 + Penalty 3382.584723 = -4298897.179781 nChanged 60 SP:Iteration 69Q (2804.644817 sec): 3 clusters Score: Raw -4302287.620195 + Penalty 3382.584723 = -4298905.035472 nChanged 52 SP:Iteration 70Q (2804.735527 sec): 3 clusters Score: Raw -4302293.255080 + Penalty 3382.584723 = -4298910.670357 nChanged 38 SP:Iteration 71Q (2804.817197 sec): 3 clusters Score: Raw -4302297.094090 + Penalty 3382.584723 = -4298914.509367 nChanged 31 SP:Iteration 72Q (2804.905688 sec): 3 clusters Score: Raw -4302300.692112 + Penalty 3382.584723 = -4298918.107389 nChanged 47 SP:Iteration 73Q (2804.992490 sec): 3 clusters Score: Raw -4302306.975068 + Penalty 3382.584723 = -4298924.390346 nChanged 42 SP:Iteration 74Q (2805.083709 sec): 3 clusters Score: Raw -4302312.852009 + Penalty 3382.584723 = -4298930.267286 nChanged 44 SP:Iteration 75Q (2805.177949 sec): 3 clusters Score: Raw -4302318.834684 + Penalty 3382.584723 = -4298936.249961 nChanged 43 SP:Iteration 76Q (2805.265148 sec): 3 clusters Score: Raw -4302324.939831 + Penalty 3382.584723 = -4298942.355108 nChanged 49 SP:Iteration 77Q (2805.355709 sec): 3 clusters Score: Raw -4302331.332198 + Penalty 3382.584723 = -4298948.747475 nChanged 49 SP:Iteration 78Q (2805.434494 sec): 3 clusters Score: Raw -4302337.627387 + Penalty 3382.584723 = -4298955.042665 nChanged 35 SP:Iteration 79Q (2805.525824 sec): 3 clusters Score: Raw -4302341.388957 + Penalty 3382.584723 = -4298958.804234 nChanged 28 SP:Iteration 80F (2805.623544 sec): 3 clusters Score: Raw -4302345.076372 + Penalty 3382.584723 = -4298962.491649 nChanged 26 SP:Iteration 81Q (2805.714835 sec): 3 clusters Score: Raw -4302347.821614 + Penalty 3382.584723 = -4298965.236891 nChanged 19 SP:Iteration 82Q (2805.792770 sec): 3 clusters Score: Raw -4302349.663734 + Penalty 3382.584723 = -4298967.079011 nChanged 20 SP:Iteration 83Q (2805.888133 sec): 3 clusters Score: Raw -4302351.330598 + Penalty 3382.584723 = -4298968.745875 nChanged 18 SP:Iteration 84Q (2805.973118 sec): 3 clusters Score: Raw -4302352.910164 + Penalty 3382.584723 = -4298970.325441 nChanged 17 SP:Iteration 85Q (2806.068495 sec): 3 clusters Score: Raw -4302354.002324 + Penalty 3382.584723 = -4298971.417601 nChanged 13 SP:Iteration 86Q (2806.124952 sec): 3 clusters Score: Raw -4302354.918100 + Penalty 3382.584723 = -4298972.333377 nChanged 6 SP:Iteration 87Q (2806.181784 sec): 3 clusters Score: Raw -4302355.358938 + Penalty 3382.584723 = -4298972.774215 nChanged 9 SP:Iteration 88Q (2806.247838 sec): 3 clusters Score: Raw -4302356.180515 + Penalty 3382.584723 = -4298973.595792 nChanged 13 SP:Iteration 89Q (2806.341601 sec): 3 clusters Score: Raw -4302357.194304 + Penalty 3382.584723 = -4298974.609581 nChanged 13 SP:Iteration 90Q (2806.415004 sec): 3 clusters Score: Raw -4302358.438217 + Penalty 3382.584723 = -4298975.853494 nChanged 15 SP:Iteration 91Q (2806.496617 sec): 3 clusters Score: Raw -4302360.095637 + Penalty 3382.584723 = -4298977.510915 nChanged 21 SP:Iteration 92Q (2806.549134 sec): 3 clusters Score: Raw -4302362.339941 + Penalty 3382.584723 = -4298979.755218 nChanged 23 SP:Iteration 93Q (2806.607714 sec): 3 clusters Score: Raw -4302364.523792 + Penalty 3382.584723 = -4298981.939069 nChanged 18 SP:Iteration 94Q (2806.663704 sec): 3 clusters Score: Raw -4302366.564558 + Penalty 3382.584723 = -4298983.979835 nChanged 25 SP:Iteration 95Q (2806.724206 sec): 3 clusters Score: Raw -4302369.468151 + Penalty 3382.584723 = -4298986.883428 nChanged 22 SP:Iteration 96Q (2806.777644 sec): 3 clusters Score: Raw -4302371.599930 + Penalty 3382.584723 = -4298989.015207 nChanged 23 SP:Iteration 97Q (2806.834353 sec): 3 clusters Score: Raw -4302373.876035 + Penalty 3382.584723 = -4298991.291312 nChanged 21 SP:Iteration 98Q (2806.887677 sec): 3 clusters Score: Raw -4302376.716213 + Penalty 3382.584723 = -4298994.131490 nChanged 26 SP:Iteration 99Q (2806.947970 sec): 3 clusters Score: Raw -4302380.028420 + Penalty 3382.584723 = -4298997.443697 nChanged 25 SP:Iteration 100F (2807.019957 sec): 3 clusters Score: Raw -4302383.305949 + Penalty 3382.584723 = -4299000.721226 nChanged 31 SP:Iteration 101Q (2807.077733 sec): 3 clusters Score: Raw -4302387.808159 + Penalty 3382.584723 = -4299005.223437 nChanged 40 SP:Iteration 102Q (2807.130695 sec): 3 clusters Score: Raw -4302393.977231 + Penalty 3382.584723 = -4299011.392508 nChanged 29 SP:Iteration 103Q (2807.183922 sec): 3 clusters Score: Raw -4302397.680076 + Penalty 3382.584723 = -4299015.095353 nChanged 30 SP:Iteration 104Q (2807.245806 sec): 3 clusters Score: Raw -4302402.004664 + Penalty 3382.584723 = -4299019.419941 nChanged 32 SP:Iteration 105Q (2807.305416 sec): 3 clusters Score: Raw -4302406.524851 + Penalty 3382.584723 = -4299023.940128 nChanged 32 SP:Iteration 106Q (2807.358678 sec): 3 clusters Score: Raw -4302411.337874 + Penalty 3382.584723 = -4299028.753152 nChanged 42 SP:Iteration 107Q (2807.417776 sec): 3 clusters Score: Raw -4302417.708071 + Penalty 3382.584723 = -4299035.123348 nChanged 41 SP:Iteration 108Q (2807.512751 sec): 3 clusters Score: Raw -4302423.907596 + Penalty 3382.584723 = -4299041.322873 nChanged 40 SP:Iteration 109Q (2807.595222 sec): 3 clusters Score: Raw -4302431.202210 + Penalty 3382.584723 = -4299048.617487 nChanged 45 SP:Iteration 110Q (2807.682460 sec): 3 clusters Score: Raw -4302439.363978 + Penalty 3382.584723 = -4299056.779255 nChanged 39 SP:Iteration 111Q (2807.768077 sec): 3 clusters Score: Raw -4302445.884098 + Penalty 3382.584723 = -4299063.299375 nChanged 37 SP:Iteration 112Q (2807.853897 sec): 3 clusters Score: Raw -4302452.131198 + Penalty 3382.584723 = -4299069.546475 nChanged 35 SP:Iteration 113Q (2807.935749 sec): 3 clusters Score: Raw -4302458.066794 + Penalty 3382.584723 = -4299075.482071 nChanged 23 SP:Iteration 114Q (2808.021105 sec): 3 clusters Score: Raw -4302462.030595 + Penalty 3382.584723 = -4299079.445872 nChanged 35 SP:Iteration 115Q (2808.107731 sec): 3 clusters Score: Raw -4302467.453954 + Penalty 3382.584723 = -4299084.869232 nChanged 30 SP:Iteration 116Q (2808.194126 sec): 3 clusters Score: Raw -4302471.750993 + Penalty 3382.584723 = -4299089.166270 nChanged 34 SP:Iteration 117Q (2808.267918 sec): 3 clusters Score: Raw -4302476.648393 + Penalty 3382.584723 = -4299094.063670 nChanged 35 SP:Iteration 118Q (2808.355399 sec): 3 clusters Score: Raw -4302482.070819 + Penalty 3382.584723 = -4299099.486096 nChanged 23 SP:Iteration 119Q (2808.438390 sec): 3 clusters Score: Raw -4302484.454819 + Penalty 3382.584723 = -4299101.870097 nChanged 14 SP:Iteration 120F (2808.523309 sec): 3 clusters Score: Raw -4302486.241828 + Penalty 3382.584723 = -4299103.657105 nChanged 19 SP:Iteration 121Q (2808.613460 sec): 3 clusters Score: Raw -4302488.334437 + Penalty 3382.584723 = -4299105.749714 nChanged 13 SP:Iteration 122Q (2808.684643 sec): 3 clusters Score: Raw -4302489.998150 + Penalty 3382.584723 = -4299107.413427 nChanged 12 SP:Iteration 123Q (2808.776481 sec): 3 clusters Score: Raw -4302491.347906 + Penalty 3382.584723 = -4299108.763183 nChanged 8 SP:Iteration 124Q (2808.862118 sec): 3 clusters Score: Raw -4302492.495962 + Penalty 3382.584723 = -4299109.911239 nChanged 8 SP:Iteration 125Q (2808.939593 sec): 3 clusters Score: Raw -4302493.475233 + Penalty 3382.584723 = -4299110.890510 nChanged 10 SP:Iteration 126Q (2809.033629 sec): 3 clusters Score: Raw -4302494.219018 + Penalty 3382.584723 = -4299111.634295 nChanged 5 SP:Iteration 127Q (2809.111630 sec): 3 clusters Score: Raw -4302494.768965 + Penalty 3382.584723 = -4299112.184242 nChanged 9 SP:Iteration 128Q (2809.194139 sec): 3 clusters Score: Raw -4302495.849607 + Penalty 3382.584723 = -4299113.264885 nChanged 8 SP:Iteration 129Q (2809.278898 sec): 3 clusters Score: Raw -4302496.758613 + Penalty 3382.584723 = -4299114.173890 nChanged 8 SP:Iteration 130Q (2809.368071 sec): 3 clusters Score: Raw -4302497.479793 + Penalty 3382.584723 = -4299114.895070 nChanged 10 SP:Iteration 131Q (2809.447937 sec): 3 clusters Score: Raw -4302498.945233 + Penalty 3382.584723 = -4299116.360510 nChanged 10 SP:Iteration 132Q (2809.529252 sec): 3 clusters Score: Raw -4302499.935759 + Penalty 3382.584723 = -4299117.351036 nChanged 8 SP:Iteration 133Q (2809.610997 sec): 3 clusters Score: Raw -4302500.742710 + Penalty 3382.584723 = -4299118.157988 nChanged 9 SP:Iteration 134Q (2809.694526 sec): 3 clusters Score: Raw -4302501.682747 + Penalty 3382.584723 = -4299119.098024 nChanged 7 SP:Iteration 135Q (2809.783634 sec): 3 clusters Score: Raw -4302502.532726 + Penalty 3382.584723 = -4299119.948003 nChanged 7 SP:Iteration 136Q (2809.871716 sec): 3 clusters Score: Raw -4302503.250458 + Penalty 3382.584723 = -4299120.665735 nChanged 7 SP:Iteration 137Q (2809.951785 sec): 3 clusters Score: Raw -4302504.158857 + Penalty 3382.584723 = -4299121.574135 nChanged 9 SP:Iteration 138Q (2810.033516 sec): 3 clusters Score: Raw -4302505.082355 + Penalty 3382.584723 = -4299122.497632 nChanged 4 SP:Iteration 139Q (2810.115307 sec): 3 clusters Score: Raw -4302505.336786 + Penalty 3382.584723 = -4299122.752063 nChanged 2 SP:Iteration 140F (2810.202426 sec): 3 clusters Score: Raw -4302505.547707 + Penalty 3382.584723 = -4299122.962984 nChanged 2 SP:Iteration 141Q (2810.288200 sec): 3 clusters Score: Raw -4302505.711027 + Penalty 3382.584723 = -4299123.126304 nChanged 1 SP:Iteration 142Q (2810.374647 sec): 3 clusters Score: Raw -4302505.781663 + Penalty 3382.584723 = -4299123.196940 nChanged 0 SP:Iteration 143F (2810.464466 sec): 3 clusters Score: Raw -4302505.781663 + Penalty 3382.584723 = -4299123.196940 nChanged 0 Trying to split cluster 9 (11484 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2810.497628 sec): 2 clusters Score: Raw -1555423.713355 + Penalty 1519.165382 = -1553904.547974 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2810.565437 sec): 3 clusters Score: Raw -1548848.434762 + Penalty 3038.330763 = -1545810.103998 nChanged 5007 SP:Iteration 1F (2810.631920 sec): 3 clusters Score: Raw -1551551.625401 + Penalty 3038.330763 = -1548513.294637 nChanged 723 SP:Iteration 2F (2810.699228 sec): 3 clusters Score: Raw -1551909.106625 + Penalty 3038.330763 = -1548870.775862 nChanged 672 SP:Iteration 3F (2810.775937 sec): 3 clusters Score: Raw -1552254.404401 + Penalty 3038.330763 = -1549216.073638 nChanged 667 SP:Iteration 4F (2810.831739 sec): 3 clusters Score: Raw -1552666.382802 + Penalty 3038.330763 = -1549628.052039 nChanged 697 SP:Iteration 5F (2810.898981 sec): 3 clusters Score: Raw -1553158.631880 + Penalty 3038.330763 = -1550120.301117 nChanged 705 SP:Iteration 6F (2810.977750 sec): 3 clusters Score: Raw -1553710.586416 + Penalty 3038.330763 = -1550672.255652 nChanged 705 SP:Iteration 7F (2811.044922 sec): 3 clusters Score: Raw -1554276.426502 + Penalty 3038.330763 = -1551238.095738 nChanged 625 SP:Iteration 8F (2811.095544 sec): 3 clusters Score: Raw -1554793.079606 + Penalty 3038.330763 = -1551754.748842 nChanged 505 SP:Iteration 9Q (2811.163235 sec): 3 clusters Score: Raw -1555215.800780 + Penalty 3038.330763 = -1552177.470017 nChanged 362 SP:Iteration 10Q (2811.229931 sec): 3 clusters Score: Raw -1555491.697989 + Penalty 3038.330763 = -1552453.367226 nChanged 259 SP:Iteration 11Q (2811.292027 sec): 3 clusters Score: Raw -1555673.808445 + Penalty 3038.330763 = -1552635.477682 nChanged 168 SP:Iteration 12Q (2811.351967 sec): 3 clusters Score: Raw -1555784.804814 + Penalty 3038.330763 = -1552746.474050 nChanged 146 SP:Iteration 13Q (2811.412044 sec): 3 clusters Score: Raw -1555872.462457 + Penalty 3038.330763 = -1552834.131694 nChanged 126 SP:Iteration 14Q (2811.471247 sec): 3 clusters Score: Raw -1555940.240862 + Penalty 3038.330763 = -1552901.910098 nChanged 97 SP:Iteration 15Q (2811.529816 sec): 3 clusters Score: Raw -1555984.704392 + Penalty 3038.330763 = -1552946.373629 nChanged 77 SP:Iteration 16Q (2811.589655 sec): 3 clusters Score: Raw -1556016.330752 + Penalty 3038.330763 = -1552977.999988 nChanged 61 SP:Iteration 17Q (2811.659168 sec): 3 clusters Score: Raw -1556039.265525 + Penalty 3038.330763 = -1553000.934761 nChanged 56 SP:Iteration 18Q (2811.707654 sec): 3 clusters Score: Raw -1556060.842375 + Penalty 3038.330763 = -1553022.511612 nChanged 50 SP:Iteration 19Q (2811.767508 sec): 3 clusters Score: Raw -1556086.176741 + Penalty 3038.330763 = -1553047.845978 nChanged 56 SP:Iteration 20F (2811.829234 sec): 3 clusters Score: Raw -1556113.237337 + Penalty 3038.330763 = -1553074.906573 nChanged 58 SP:Iteration 21Q (2811.887759 sec): 3 clusters Score: Raw -1556142.798649 + Penalty 3038.330763 = -1553104.467886 nChanged 54 SP:Iteration 22Q (2811.946315 sec): 3 clusters Score: Raw -1556172.763481 + Penalty 3038.330763 = -1553134.432717 nChanged 56 SP:Iteration 23Q (2812.003224 sec): 3 clusters Score: Raw -1556198.177314 + Penalty 3038.330763 = -1553159.846550 nChanged 45 SP:Iteration 24Q (2812.061848 sec): 3 clusters Score: Raw -1556216.293279 + Penalty 3038.330763 = -1553177.962515 nChanged 37 SP:Iteration 25Q (2812.120457 sec): 3 clusters Score: Raw -1556230.525101 + Penalty 3038.330763 = -1553192.194338 nChanged 28 SP:Iteration 26Q (2812.178827 sec): 3 clusters Score: Raw -1556240.878329 + Penalty 3038.330763 = -1553202.547566 nChanged 25 SP:Iteration 27Q (2812.227934 sec): 3 clusters Score: Raw -1556248.999147 + Penalty 3038.330763 = -1553210.668384 nChanged 23 SP:Iteration 28Q (2812.286778 sec): 3 clusters Score: Raw -1556258.181682 + Penalty 3038.330763 = -1553219.850919 nChanged 28 SP:Iteration 29Q (2812.349995 sec): 3 clusters Score: Raw -1556266.960962 + Penalty 3038.330763 = -1553228.630199 nChanged 15 SP:Iteration 30Q (2812.425609 sec): 3 clusters Score: Raw -1556271.656697 + Penalty 3038.330763 = -1553233.325933 nChanged 16 SP:Iteration 31Q (2812.477884 sec): 3 clusters Score: Raw -1556276.186761 + Penalty 3038.330763 = -1553237.855998 nChanged 12 SP:Iteration 32Q (2812.541818 sec): 3 clusters Score: Raw -1556280.056197 + Penalty 3038.330763 = -1553241.725433 nChanged 16 SP:Iteration 33Q (2812.605758 sec): 3 clusters Score: Raw -1556284.799486 + Penalty 3038.330763 = -1553246.468723 nChanged 12 SP:Iteration 34Q (2812.670979 sec): 3 clusters Score: Raw -1556287.348646 + Penalty 3038.330763 = -1553249.017883 nChanged 12 SP:Iteration 35Q (2812.736155 sec): 3 clusters Score: Raw -1556291.076818 + Penalty 3038.330763 = -1553252.746054 nChanged 14 SP:Iteration 36Q (2812.796629 sec): 3 clusters Score: Raw -1556294.733881 + Penalty 3038.330763 = -1553256.403118 nChanged 9 SP:Iteration 37Q (2812.857312 sec): 3 clusters Score: Raw -1556296.777896 + Penalty 3038.330763 = -1553258.447133 nChanged 8 SP:Iteration 38Q (2812.913810 sec): 3 clusters Score: Raw -1556298.935285 + Penalty 3038.330763 = -1553260.604522 nChanged 5 SP:Iteration 39Q (2812.949218 sec): 3 clusters Score: Raw -1556300.591947 + Penalty 3038.330763 = -1553262.261183 nChanged 7 SP:Iteration 40F (2812.979740 sec): 3 clusters Score: Raw -1556301.793138 + Penalty 3038.330763 = -1553263.462375 nChanged 6 SP:Iteration 41Q (2813.006941 sec): 3 clusters Score: Raw -1556303.130640 + Penalty 3038.330763 = -1553264.799876 nChanged 4 SP:Iteration 42Q (2813.033827 sec): 3 clusters Score: Raw -1556304.045634 + Penalty 3038.330763 = -1553265.714870 nChanged 6 SP:Iteration 43Q (2813.060887 sec): 3 clusters Score: Raw -1556306.434714 + Penalty 3038.330763 = -1553268.103950 nChanged 9 SP:Iteration 44Q (2813.093650 sec): 3 clusters Score: Raw -1556308.569794 + Penalty 3038.330763 = -1553270.239031 nChanged 11 SP:Iteration 45Q (2813.120357 sec): 3 clusters Score: Raw -1556311.997992 + Penalty 3038.330763 = -1553273.667228 nChanged 11 SP:Iteration 46Q (2813.149286 sec): 3 clusters Score: Raw -1556315.932128 + Penalty 3038.330763 = -1553277.601364 nChanged 17 SP:Iteration 47Q (2813.176113 sec): 3 clusters Score: Raw -1556321.330195 + Penalty 3038.330763 = -1553282.999432 nChanged 11 SP:Iteration 48Q (2813.203132 sec): 3 clusters Score: Raw -1556323.704055 + Penalty 3038.330763 = -1553285.373292 nChanged 11 SP:Iteration 49Q (2813.229894 sec): 3 clusters Score: Raw -1556326.824989 + Penalty 3038.330763 = -1553288.494226 nChanged 12 SP:Iteration 50Q (2813.256956 sec): 3 clusters Score: Raw -1556331.209032 + Penalty 3038.330763 = -1553292.878269 nChanged 8 SP:Iteration 51Q (2813.288501 sec): 3 clusters Score: Raw -1556333.814519 + Penalty 3038.330763 = -1553295.483756 nChanged 6 SP:Iteration 52Q (2813.325231 sec): 3 clusters Score: Raw -1556336.909916 + Penalty 3038.330763 = -1553298.579152 nChanged 8 SP:Iteration 53Q (2813.352060 sec): 3 clusters Score: Raw -1556339.479340 + Penalty 3038.330763 = -1553301.148576 nChanged 5 SP:Iteration 54Q (2813.410010 sec): 3 clusters Score: Raw -1556340.643974 + Penalty 3038.330763 = -1553302.313211 nChanged 4 SP:Iteration 55Q (2813.470574 sec): 3 clusters Score: Raw -1556341.391420 + Penalty 3038.330763 = -1553303.060656 nChanged 1 SP:Iteration 56Q (2813.533155 sec): 3 clusters Score: Raw -1556341.654416 + Penalty 3038.330763 = -1553303.323652 nChanged 0 SP:Iteration 57F (2813.600856 sec): 3 clusters Score: Raw -1556341.654416 + Penalty 3038.330763 = -1553303.323652 nChanged 0 Trying to split cluster 10 (2507 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2813.622566 sec): 2 clusters Score: Raw -309109.573238 + Penalty 1271.861841 = -307837.711397 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2813.673491 sec): 3 clusters Score: Raw -307981.337273 + Penalty 2543.723682 = -305437.613591 nChanged 912 SP:Iteration 1F (2813.724955 sec): 3 clusters Score: Raw -308609.437770 + Penalty 2543.723682 = -306065.714088 nChanged 248 SP:Iteration 2F (2813.780921 sec): 3 clusters Score: Raw -308929.203537 + Penalty 2543.723682 = -306385.479855 nChanged 210 SP:Iteration 3F (2813.826077 sec): 3 clusters Score: Raw -309167.645963 + Penalty 2543.723682 = -306623.922281 nChanged 169 SP:Iteration 4F (2813.873003 sec): 3 clusters Score: Raw -309352.745974 + Penalty 2543.723682 = -306809.022292 nChanged 148 SP:Iteration 5F (2813.915131 sec): 3 clusters Score: Raw -309491.081232 + Penalty 2543.723682 = -306947.357551 nChanged 113 SP:Iteration 6Q (2813.964569 sec): 3 clusters Score: Raw -309589.714805 + Penalty 2543.723682 = -307045.991123 nChanged 78 SP:Iteration 7Q (2814.015586 sec): 3 clusters Score: Raw -309648.275934 + Penalty 2543.723682 = -307104.552252 nChanged 63 SP:Iteration 8Q (2814.065252 sec): 3 clusters Score: Raw -309695.285027 + Penalty 2543.723682 = -307151.561345 nChanged 50 SP:Iteration 9Q (2814.116061 sec): 3 clusters Score: Raw -309727.402288 + Penalty 2543.723682 = -307183.678606 nChanged 36 SP:Iteration 10Q (2814.163608 sec): 3 clusters Score: Raw -309748.533789 + Penalty 2543.723682 = -307204.810107 nChanged 26 SP:Iteration 11Q (2814.211140 sec): 3 clusters Score: Raw -309762.069224 + Penalty 2543.723682 = -307218.345542 nChanged 22 SP:Iteration 12Q (2814.256538 sec): 3 clusters Score: Raw -309775.652290 + Penalty 2543.723682 = -307231.928608 nChanged 19 SP:Iteration 13Q (2814.305381 sec): 3 clusters Score: Raw -309789.151831 + Penalty 2543.723682 = -307245.428149 nChanged 18 SP:Iteration 14Q (2814.347533 sec): 3 clusters Score: Raw -309801.885547 + Penalty 2543.723682 = -307258.161865 nChanged 14 SP:Iteration 15Q (2814.399064 sec): 3 clusters Score: Raw -309809.434245 + Penalty 2543.723682 = -307265.710564 nChanged 8 SP:Iteration 16Q (2814.448351 sec): 3 clusters Score: Raw -309813.752910 + Penalty 2543.723682 = -307270.029228 nChanged 8 SP:Iteration 17Q (2814.500620 sec): 3 clusters Score: Raw -309819.269008 + Penalty 2543.723682 = -307275.545326 nChanged 13 SP:Iteration 18Q (2814.547698 sec): 3 clusters Score: Raw -309824.929364 + Penalty 2543.723682 = -307281.205682 nChanged 7 SP:Iteration 19Q (2814.599303 sec): 3 clusters Score: Raw -309832.576676 + Penalty 2543.723682 = -307288.852994 nChanged 12 SP:Iteration 20F (2814.652155 sec): 3 clusters Score: Raw -309842.022083 + Penalty 2543.723682 = -307298.298401 nChanged 14 SP:Iteration 21Q (2814.704435 sec): 3 clusters Score: Raw -309852.207810 + Penalty 2543.723682 = -307308.484128 nChanged 13 SP:Iteration 22Q (2814.755009 sec): 3 clusters Score: Raw -309862.262923 + Penalty 2543.723682 = -307318.539241 nChanged 5 SP:Iteration 23Q (2814.802672 sec): 3 clusters Score: Raw -309866.351087 + Penalty 2543.723682 = -307322.627405 nChanged 9 SP:Iteration 24Q (2814.853488 sec): 3 clusters Score: Raw -309868.850433 + Penalty 2543.723682 = -307325.126751 nChanged 2 SP:Iteration 25Q (2814.899536 sec): 3 clusters Score: Raw -309869.211832 + Penalty 2543.723682 = -307325.488151 nChanged 0 SP:Iteration 26F (2814.949779 sec): 3 clusters Score: Raw -309869.211832 + Penalty 2543.723682 = -307325.488151 nChanged 0 Trying to split cluster 11 (213000 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2815.204553 sec): 2 clusters Score: Raw -28270303.966615 + Penalty 1993.720210 = -28268310.246406 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2815.548763 sec): 3 clusters Score: Raw -28128983.430139 + Penalty 3987.440420 = -28124995.989720 nChanged 103274 SP:Iteration 1F (2815.877348 sec): 3 clusters Score: Raw -28193563.479987 + Penalty 3987.440420 = -28189576.039567 nChanged 9031 SP:Iteration 2Q (2816.265919 sec): 3 clusters Score: Raw -28197183.698175 + Penalty 3987.440420 = -28193196.257756 nChanged 10454 SP:Iteration 3Q (2816.651009 sec): 3 clusters Score: Raw -28202281.563730 + Penalty 3987.440420 = -28198294.123310 nChanged 11912 SP:Iteration 4F (2816.998585 sec): 3 clusters Score: Raw -28208959.009838 + Penalty 3987.440420 = -28204971.569419 nChanged 13209 SP:Iteration 5F (2817.358606 sec): 3 clusters Score: Raw -28217271.988050 + Penalty 3987.440420 = -28213284.547631 nChanged 13881 SP:Iteration 6F (2817.718762 sec): 3 clusters Score: Raw -28226782.197557 + Penalty 3987.440420 = -28222794.757138 nChanged 13190 SP:Iteration 7F (2818.079149 sec): 3 clusters Score: Raw -28235443.893488 + Penalty 3987.440420 = -28231456.453068 nChanged 10878 SP:Iteration 8F (2818.439087 sec): 3 clusters Score: Raw -28240996.641466 + Penalty 3987.440420 = -28237009.201047 nChanged 7659 SP:Iteration 9Q (2818.809952 sec): 3 clusters Score: Raw -28243646.289863 + Penalty 3987.440420 = -28239658.849443 nChanged 4933 SP:Iteration 10Q (2819.151098 sec): 3 clusters Score: Raw -28244832.047580 + Penalty 3987.440420 = -28240844.607161 nChanged 3280 SP:Iteration 11Q (2819.490900 sec): 3 clusters Score: Raw -28245490.162497 + Penalty 3987.440420 = -28241502.722078 nChanged 2584 SP:Iteration 12Q (2819.845045 sec): 3 clusters Score: Raw -28246022.911024 + Penalty 3987.440420 = -28242035.470604 nChanged 2470 SP:Iteration 13Q (2820.194628 sec): 3 clusters Score: Raw -28246535.231625 + Penalty 3987.440420 = -28242547.791205 nChanged 2477 SP:Iteration 14Q (2820.525478 sec): 3 clusters Score: Raw -28247030.694604 + Penalty 3987.440420 = -28243043.254184 nChanged 2437 SP:Iteration 15Q (2820.894935 sec): 3 clusters Score: Raw -28247541.582061 + Penalty 3987.440420 = -28243554.141641 nChanged 2505 SP:Iteration 16Q (2821.258142 sec): 3 clusters Score: Raw -28248084.303496 + Penalty 3987.440420 = -28244096.863076 nChanged 2600 SP:Iteration 17Q (2821.620866 sec): 3 clusters Score: Raw -28248662.706604 + Penalty 3987.440420 = -28244675.266185 nChanged 2716 SP:Iteration 18Q (2821.979754 sec): 3 clusters Score: Raw -28249276.887527 + Penalty 3987.440420 = -28245289.447107 nChanged 2771 SP:Iteration 19Q (2822.339213 sec): 3 clusters Score: Raw -28249923.355795 + Penalty 3987.440420 = -28245935.915376 nChanged 2844 SP:Iteration 20F (2822.737530 sec): 3 clusters Score: Raw -28250605.157403 + Penalty 3987.440420 = -28246617.716983 nChanged 2996 SP:Iteration 21Q (2823.140101 sec): 3 clusters Score: Raw -28251347.361782 + Penalty 3987.440420 = -28247359.921362 nChanged 3016 SP:Iteration 22Q (2823.540784 sec): 3 clusters Score: Raw -28252114.818604 + Penalty 3987.440420 = -28248127.378185 nChanged 3197 SP:Iteration 23Q (2823.939855 sec): 3 clusters Score: Raw -28252973.342241 + Penalty 3987.440420 = -28248985.901822 nChanged 3363 SP:Iteration 24Q (2824.326227 sec): 3 clusters Score: Raw -28253936.838047 + Penalty 3987.440420 = -28249949.397627 nChanged 3393 SP:Iteration 25Q (2824.671960 sec): 3 clusters Score: Raw -28254946.400264 + Penalty 3987.440420 = -28250958.959845 nChanged 3472 SP:Iteration 26Q (2824.994324 sec): 3 clusters Score: Raw -28256037.137962 + Penalty 3987.440420 = -28252049.697543 nChanged 3551 SP:Iteration 27Q (2825.343292 sec): 3 clusters Score: Raw -28257223.270694 + Penalty 3987.440420 = -28253235.830274 nChanged 3518 SP:Iteration 28Q (2825.731418 sec): 3 clusters Score: Raw -28258414.684413 + Penalty 3987.440420 = -28254427.243993 nChanged 3449 SP:Iteration 29Q (2826.062613 sec): 3 clusters Score: Raw -28259655.598729 + Penalty 3987.440420 = -28255668.158309 nChanged 3372 SP:Iteration 30Q (2826.369521 sec): 3 clusters Score: Raw -28260929.045423 + Penalty 3987.440420 = -28256941.605003 nChanged 3321 SP:Iteration 31Q (2826.703479 sec): 3 clusters Score: Raw -28262249.034970 + Penalty 3987.440420 = -28258261.594551 nChanged 3208 SP:Iteration 32Q (2827.045091 sec): 3 clusters Score: Raw -28263566.723013 + Penalty 3987.440420 = -28259579.282593 nChanged 2939 SP:Iteration 33Q (2827.379079 sec): 3 clusters Score: Raw -28264772.999367 + Penalty 3987.440420 = -28260785.558947 nChanged 2640 SP:Iteration 34Q (2827.712059 sec): 3 clusters Score: Raw -28265855.720080 + Penalty 3987.440420 = -28261868.279661 nChanged 2404 SP:Iteration 35Q (2828.045269 sec): 3 clusters Score: Raw -28266814.352394 + Penalty 3987.440420 = -28262826.911974 nChanged 2153 SP:Iteration 36Q (2828.376102 sec): 3 clusters Score: Raw -28267633.145896 + Penalty 3987.440420 = -28263645.705477 nChanged 1898 SP:Iteration 37Q (2828.701337 sec): 3 clusters Score: Raw -28268313.434704 + Penalty 3987.440420 = -28264325.994285 nChanged 1658 SP:Iteration 38Q (2829.025119 sec): 3 clusters Score: Raw -28268855.443016 + Penalty 3987.440420 = -28264868.002596 nChanged 1401 SP:Iteration 39Q (2829.309625 sec): 3 clusters Score: Raw -28269288.506320 + Penalty 3987.440420 = -28265301.065900 nChanged 1227 SP:Iteration 40F (2829.633921 sec): 3 clusters Score: Raw -28269676.279655 + Penalty 3987.440420 = -28265688.839236 nChanged 1115 SP:Iteration 41Q (2829.919168 sec): 3 clusters Score: Raw -28269996.421144 + Penalty 3987.440420 = -28266008.980725 nChanged 979 SP:Iteration 42Q (2830.227300 sec): 3 clusters Score: Raw -28270259.545528 + Penalty 3987.440420 = -28266272.105108 nChanged 824 SP:Iteration 43Q (2830.541378 sec): 3 clusters Score: Raw -28270467.986419 + Penalty 3987.440420 = -28266480.545999 nChanged 763 SP:Iteration 44Q (2830.846373 sec): 3 clusters Score: Raw -28270651.093050 + Penalty 3987.440420 = -28266663.652630 nChanged 667 SP:Iteration 45Q (2831.156296 sec): 3 clusters Score: Raw -28270799.266006 + Penalty 3987.440420 = -28266811.825586 nChanged 578 SP:Iteration 46Q (2831.437779 sec): 3 clusters Score: Raw -28270921.605419 + Penalty 3987.440420 = -28266934.164999 nChanged 532 SP:Iteration 47Q (2831.751471 sec): 3 clusters Score: Raw -28271024.189233 + Penalty 3987.440420 = -28267036.748814 nChanged 466 SP:Iteration 48Q (2832.063498 sec): 3 clusters Score: Raw -28271109.645444 + Penalty 3987.440420 = -28267122.205025 nChanged 417 SP:Iteration 49Q (2832.374504 sec): 3 clusters Score: Raw -28271184.993354 + Penalty 3987.440420 = -28267197.552934 nChanged 365 SP:Iteration 50Q (2832.686094 sec): 3 clusters Score: Raw -28271242.757187 + Penalty 3987.440420 = -28267255.316767 nChanged 307 SP:Iteration 51Q (2832.982889 sec): 3 clusters Score: Raw -28271289.024973 + Penalty 3987.440420 = -28267301.584554 nChanged 286 SP:Iteration 52Q (2833.279247 sec): 3 clusters Score: Raw -28271330.844713 + Penalty 3987.440420 = -28267343.404294 nChanged 247 SP:Iteration 53Q (2833.579378 sec): 3 clusters Score: Raw -28271366.518365 + Penalty 3987.440420 = -28267379.077946 nChanged 212 SP:Iteration 54Q (2833.874359 sec): 3 clusters Score: Raw -28271396.805619 + Penalty 3987.440420 = -28267409.365200 nChanged 184 SP:Iteration 55Q (2834.174952 sec): 3 clusters Score: Raw -28271420.023454 + Penalty 3987.440420 = -28267432.583034 nChanged 163 SP:Iteration 56Q (2834.476595 sec): 3 clusters Score: Raw -28271438.814978 + Penalty 3987.440420 = -28267451.374559 nChanged 128 SP:Iteration 57Q (2834.780494 sec): 3 clusters Score: Raw -28271453.150896 + Penalty 3987.440420 = -28267465.710477 nChanged 113 SP:Iteration 58Q (2835.078696 sec): 3 clusters Score: Raw -28271465.443549 + Penalty 3987.440420 = -28267478.003130 nChanged 111 SP:Iteration 59Q (2835.372984 sec): 3 clusters Score: Raw -28271478.768941 + Penalty 3987.440420 = -28267491.328521 nChanged 114 SP:Iteration 60F (2835.712429 sec): 3 clusters Score: Raw -28271491.216369 + Penalty 3987.440420 = -28267503.775949 nChanged 86 SP:Iteration 61Q (2836.010838 sec): 3 clusters Score: Raw -28271498.938164 + Penalty 3987.440420 = -28267511.497744 nChanged 72 SP:Iteration 62Q (2836.314825 sec): 3 clusters Score: Raw -28271505.422412 + Penalty 3987.440420 = -28267517.981992 nChanged 71 SP:Iteration 63Q (2836.612888 sec): 3 clusters Score: Raw -28271511.970121 + Penalty 3987.440420 = -28267524.529701 nChanged 55 SP:Iteration 64Q (2836.917145 sec): 3 clusters Score: Raw -28271516.461459 + Penalty 3987.440420 = -28267529.021039 nChanged 54 SP:Iteration 65Q (2837.220504 sec): 3 clusters Score: Raw -28271520.808223 + Penalty 3987.440420 = -28267533.367804 nChanged 49 SP:Iteration 66Q (2837.508229 sec): 3 clusters Score: Raw -28271525.476681 + Penalty 3987.440420 = -28267538.036261 nChanged 65 SP:Iteration 67Q (2837.781428 sec): 3 clusters Score: Raw -28271531.159181 + Penalty 3987.440420 = -28267543.718761 nChanged 57 SP:Iteration 68Q (2838.049966 sec): 3 clusters Score: Raw -28271536.377163 + Penalty 3987.440420 = -28267548.936743 nChanged 64 SP:Iteration 69Q (2838.319050 sec): 3 clusters Score: Raw -28271542.496501 + Penalty 3987.440420 = -28267555.056081 nChanged 55 SP:Iteration 70Q (2838.585785 sec): 3 clusters Score: Raw -28271547.167712 + Penalty 3987.440420 = -28267559.727293 nChanged 52 SP:Iteration 71Q (2838.853552 sec): 3 clusters Score: Raw -28271551.233716 + Penalty 3987.440420 = -28267563.793297 nChanged 39 SP:Iteration 72Q (2839.143812 sec): 3 clusters Score: Raw -28271555.497443 + Penalty 3987.440420 = -28267568.057023 nChanged 44 SP:Iteration 73Q (2839.470504 sec): 3 clusters Score: Raw -28271559.792754 + Penalty 3987.440420 = -28267572.352334 nChanged 48 SP:Iteration 74Q (2839.768405 sec): 3 clusters Score: Raw -28271565.163727 + Penalty 3987.440420 = -28267577.723307 nChanged 47 SP:Iteration 75Q (2840.112044 sec): 3 clusters Score: Raw -28271570.038233 + Penalty 3987.440420 = -28267582.597814 nChanged 54 SP:Iteration 76Q (2840.456769 sec): 3 clusters Score: Raw -28271574.842236 + Penalty 3987.440420 = -28267587.401816 nChanged 49 SP:Iteration 77Q (2840.775879 sec): 3 clusters Score: Raw -28271579.456935 + Penalty 3987.440420 = -28267592.016515 nChanged 46 SP:Iteration 78Q (2841.107520 sec): 3 clusters Score: Raw -28271584.016600 + Penalty 3987.440420 = -28267596.576180 nChanged 46 SP:Iteration 79Q (2841.448049 sec): 3 clusters Score: Raw -28271589.932219 + Penalty 3987.440420 = -28267602.491799 nChanged 53 SP:Iteration 80F (2841.834302 sec): 3 clusters Score: Raw -28271596.078294 + Penalty 3987.440420 = -28267608.637874 nChanged 52 SP:Iteration 81Q (2842.167665 sec): 3 clusters Score: Raw -28271602.005053 + Penalty 3987.440420 = -28267614.564633 nChanged 53 SP:Iteration 82Q (2842.508585 sec): 3 clusters Score: Raw -28271607.886790 + Penalty 3987.440420 = -28267620.446371 nChanged 51 SP:Iteration 83Q (2842.798322 sec): 3 clusters Score: Raw -28271613.832289 + Penalty 3987.440420 = -28267626.391870 nChanged 50 SP:Iteration 84Q (2843.086348 sec): 3 clusters Score: Raw -28271619.542073 + Penalty 3987.440420 = -28267632.101653 nChanged 42 SP:Iteration 85Q (2843.373805 sec): 3 clusters Score: Raw -28271624.116511 + Penalty 3987.440420 = -28267636.676092 nChanged 47 SP:Iteration 86Q (2843.640613 sec): 3 clusters Score: Raw -28271629.172339 + Penalty 3987.440420 = -28267641.731920 nChanged 42 SP:Iteration 87Q (2843.941657 sec): 3 clusters Score: Raw -28271632.991681 + Penalty 3987.440420 = -28267645.551262 nChanged 37 SP:Iteration 88Q (2844.236851 sec): 3 clusters Score: Raw -28271636.645548 + Penalty 3987.440420 = -28267649.205128 nChanged 35 SP:Iteration 89Q (2844.526246 sec): 3 clusters Score: Raw -28271639.666232 + Penalty 3987.440420 = -28267652.225813 nChanged 26 SP:Iteration 90Q (2844.828650 sec): 3 clusters Score: Raw -28271642.013303 + Penalty 3987.440420 = -28267654.572883 nChanged 23 SP:Iteration 91Q (2845.129022 sec): 3 clusters Score: Raw -28271644.101444 + Penalty 3987.440420 = -28267656.661024 nChanged 18 SP:Iteration 92Q (2845.430506 sec): 3 clusters Score: Raw -28271645.492140 + Penalty 3987.440420 = -28267658.051721 nChanged 18 SP:Iteration 93Q (2845.722341 sec): 3 clusters Score: Raw -28271647.258763 + Penalty 3987.440420 = -28267659.818344 nChanged 19 SP:Iteration 94Q (2846.011899 sec): 3 clusters Score: Raw -28271648.749812 + Penalty 3987.440420 = -28267661.309392 nChanged 14 SP:Iteration 95Q (2846.302564 sec): 3 clusters Score: Raw -28271650.240196 + Penalty 3987.440420 = -28267662.799776 nChanged 18 SP:Iteration 96Q (2846.592101 sec): 3 clusters Score: Raw -28271651.630061 + Penalty 3987.440420 = -28267664.189642 nChanged 18 SP:Iteration 97Q (2846.882843 sec): 3 clusters Score: Raw -28271653.129502 + Penalty 3987.440420 = -28267665.689082 nChanged 18 SP:Iteration 98Q (2847.150296 sec): 3 clusters Score: Raw -28271655.095402 + Penalty 3987.440420 = -28267667.654983 nChanged 25 SP:Iteration 99Q (2847.416497 sec): 3 clusters Score: Raw -28271657.335029 + Penalty 3987.440420 = -28267669.894610 nChanged 22 SP:Iteration 100F (2847.739807 sec): 3 clusters Score: Raw -28271659.227038 + Penalty 3987.440420 = -28267671.786618 nChanged 13 SP:Iteration 101Q (2848.011916 sec): 3 clusters Score: Raw -28271660.055707 + Penalty 3987.440420 = -28267672.615287 nChanged 7 SP:Iteration 102Q (2848.296421 sec): 3 clusters Score: Raw -28271660.424771 + Penalty 3987.440420 = -28267672.984351 nChanged 5 SP:Iteration 103Q (2848.582963 sec): 3 clusters Score: Raw -28271660.666501 + Penalty 3987.440420 = -28267673.226082 nChanged 3 SP:Iteration 104Q (2848.880844 sec): 3 clusters Score: Raw -28271660.815863 + Penalty 3987.440420 = -28267673.375444 nChanged 1 SP:Iteration 105Q (2849.176179 sec): 3 clusters Score: Raw -28271660.897889 + Penalty 3987.440420 = -28267673.457470 nChanged 0 SP:Iteration 106F (2849.527022 sec): 3 clusters Score: Raw -28271660.897889 + Penalty 3987.440420 = -28267673.457470 nChanged 0 Trying to split cluster 12 (8800 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2849.561587 sec): 2 clusters Score: Raw -1171689.189038 + Penalty 1475.907388 = -1170213.281650 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2849.629605 sec): 3 clusters Score: Raw -1166844.769847 + Penalty 2951.814775 = -1163892.955072 nChanged 3725 SP:Iteration 1F (2849.686690 sec): 3 clusters Score: Raw -1168932.627826 + Penalty 2951.814775 = -1165980.813050 nChanged 551 SP:Iteration 2F (2849.743302 sec): 3 clusters Score: Raw -1169209.394369 + Penalty 2951.814775 = -1166257.579594 nChanged 480 SP:Iteration 3F (2849.799945 sec): 3 clusters Score: Raw -1169448.282742 + Penalty 2951.814775 = -1166496.467967 nChanged 445 SP:Iteration 4F (2849.838315 sec): 3 clusters Score: Raw -1169647.270488 + Penalty 2951.814775 = -1166695.455712 nChanged 360 SP:Iteration 5Q (2849.896010 sec): 3 clusters Score: Raw -1169799.460586 + Penalty 2951.814775 = -1166847.645811 nChanged 336 SP:Iteration 6Q (2849.954183 sec): 3 clusters Score: Raw -1169954.892473 + Penalty 2951.814775 = -1167003.077698 nChanged 326 SP:Iteration 7Q (2850.012042 sec): 3 clusters Score: Raw -1170135.234790 + Penalty 2951.814775 = -1167183.420015 nChanged 363 SP:Iteration 8Q (2850.070517 sec): 3 clusters Score: Raw -1170344.772624 + Penalty 2951.814775 = -1167392.957849 nChanged 339 SP:Iteration 9Q (2850.128363 sec): 3 clusters Score: Raw -1170549.265149 + Penalty 2951.814775 = -1167597.450374 nChanged 300 SP:Iteration 10Q (2850.196014 sec): 3 clusters Score: Raw -1170740.323392 + Penalty 2951.814775 = -1167788.508617 nChanged 301 SP:Iteration 11Q (2850.242608 sec): 3 clusters Score: Raw -1170934.373518 + Penalty 2951.814775 = -1167982.558743 nChanged 261 SP:Iteration 12Q (2850.301573 sec): 3 clusters Score: Raw -1171115.698407 + Penalty 2951.814775 = -1168163.883631 nChanged 221 SP:Iteration 13Q (2850.376346 sec): 3 clusters Score: Raw -1171268.088534 + Penalty 2951.814775 = -1168316.273759 nChanged 188 SP:Iteration 14Q (2850.425664 sec): 3 clusters Score: Raw -1171402.075273 + Penalty 2951.814775 = -1168450.260498 nChanged 160 SP:Iteration 15Q (2850.484812 sec): 3 clusters Score: Raw -1171514.502424 + Penalty 2951.814775 = -1168562.687649 nChanged 133 SP:Iteration 16Q (2850.546646 sec): 3 clusters Score: Raw -1171596.405285 + Penalty 2951.814775 = -1168644.590510 nChanged 106 SP:Iteration 17Q (2850.604042 sec): 3 clusters Score: Raw -1171654.854450 + Penalty 2951.814775 = -1168703.039675 nChanged 77 SP:Iteration 18Q (2850.666318 sec): 3 clusters Score: Raw -1171694.048666 + Penalty 2951.814775 = -1168742.233891 nChanged 56 SP:Iteration 19Q (2850.737548 sec): 3 clusters Score: Raw -1171726.057211 + Penalty 2951.814775 = -1168774.242436 nChanged 49 SP:Iteration 20F (2850.788873 sec): 3 clusters Score: Raw -1171746.357061 + Penalty 2951.814775 = -1168794.542286 nChanged 33 SP:Iteration 21Q (2850.861143 sec): 3 clusters Score: Raw -1171762.839755 + Penalty 2951.814775 = -1168811.024980 nChanged 38 SP:Iteration 22Q (2850.909781 sec): 3 clusters Score: Raw -1171782.945754 + Penalty 2951.814775 = -1168831.130979 nChanged 39 SP:Iteration 23Q (2850.972194 sec): 3 clusters Score: Raw -1171800.446851 + Penalty 2951.814775 = -1168848.632075 nChanged 26 SP:Iteration 24Q (2851.033012 sec): 3 clusters Score: Raw -1171810.031744 + Penalty 2951.814775 = -1168858.216969 nChanged 24 SP:Iteration 25Q (2851.092357 sec): 3 clusters Score: Raw -1171823.065420 + Penalty 2951.814775 = -1168871.250645 nChanged 23 SP:Iteration 26Q (2851.162939 sec): 3 clusters Score: Raw -1171837.349497 + Penalty 2951.814775 = -1168885.534722 nChanged 28 SP:Iteration 27Q (2851.211387 sec): 3 clusters Score: Raw -1171854.638608 + Penalty 2951.814775 = -1168902.823833 nChanged 21 SP:Iteration 28Q (2851.272096 sec): 3 clusters Score: Raw -1171870.490939 + Penalty 2951.814775 = -1168918.676164 nChanged 25 SP:Iteration 29Q (2851.333363 sec): 3 clusters Score: Raw -1171884.432369 + Penalty 2951.814775 = -1168932.617594 nChanged 24 SP:Iteration 30Q (2851.389214 sec): 3 clusters Score: Raw -1171898.209398 + Penalty 2951.814775 = -1168946.394622 nChanged 17 SP:Iteration 31Q (2851.449058 sec): 3 clusters Score: Raw -1171909.804902 + Penalty 2951.814775 = -1168957.990127 nChanged 22 SP:Iteration 32Q (2851.507810 sec): 3 clusters Score: Raw -1171928.303072 + Penalty 2951.814775 = -1168976.488297 nChanged 19 SP:Iteration 33Q (2851.567816 sec): 3 clusters Score: Raw -1171940.609625 + Penalty 2951.814775 = -1168988.794850 nChanged 19 SP:Iteration 34Q (2851.629798 sec): 3 clusters Score: Raw -1171952.558622 + Penalty 2951.814775 = -1169000.743847 nChanged 19 SP:Iteration 35Q (2851.691483 sec): 3 clusters Score: Raw -1171965.766042 + Penalty 2951.814775 = -1169013.951267 nChanged 16 SP:Iteration 36Q (2851.753144 sec): 3 clusters Score: Raw -1171974.545061 + Penalty 2951.814775 = -1169022.730286 nChanged 7 SP:Iteration 37Q (2851.811975 sec): 3 clusters Score: Raw -1171979.361119 + Penalty 2951.814775 = -1169027.546343 nChanged 13 SP:Iteration 38Q (2851.882608 sec): 3 clusters Score: Raw -1171985.609571 + Penalty 2951.814775 = -1169033.794796 nChanged 9 SP:Iteration 39Q (2851.931062 sec): 3 clusters Score: Raw -1171989.511538 + Penalty 2951.814775 = -1169037.696763 nChanged 5 SP:Iteration 40F (2852.005798 sec): 3 clusters Score: Raw -1171992.006023 + Penalty 2951.814775 = -1169040.191248 nChanged 6 SP:Iteration 41Q (2852.052069 sec): 3 clusters Score: Raw -1171995.055749 + Penalty 2951.814775 = -1169043.240974 nChanged 3 SP:Iteration 42Q (2852.109348 sec): 3 clusters Score: Raw -1171996.421022 + Penalty 2951.814775 = -1169044.606247 nChanged 1 SP:Iteration 43Q (2852.167792 sec): 3 clusters Score: Raw -1171996.699160 + Penalty 2951.814775 = -1169044.884384 nChanged 0 SP:Iteration 44F (2852.230667 sec): 3 clusters Score: Raw -1171996.699160 + Penalty 2951.814775 = -1169044.884384 nChanged 0 Trying to split cluster 13 (7224 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2852.264332 sec): 2 clusters Score: Raw -980364.536868 + Penalty 1443.839165 = -978920.697703 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2852.336662 sec): 3 clusters Score: Raw -976500.619632 + Penalty 2887.678331 = -973612.941301 nChanged 3018 SP:Iteration 1F (2852.385381 sec): 3 clusters Score: Raw -978536.699719 + Penalty 2887.678331 = -975649.021388 nChanged 674 SP:Iteration 2F (2852.442867 sec): 3 clusters Score: Raw -979119.771850 + Penalty 2887.678331 = -976232.093519 nChanged 646 SP:Iteration 3F (2852.493568 sec): 3 clusters Score: Raw -979670.886066 + Penalty 2887.678331 = -976783.207735 nChanged 501 SP:Iteration 4F (2852.553077 sec): 3 clusters Score: Raw -980062.898461 + Penalty 2887.678331 = -977175.220130 nChanged 405 SP:Iteration 5F (2852.614819 sec): 3 clusters Score: Raw -980321.177498 + Penalty 2887.678331 = -977433.499167 nChanged 302 SP:Iteration 6Q (2852.676199 sec): 3 clusters Score: Raw -980477.553806 + Penalty 2887.678331 = -977589.875475 nChanged 206 SP:Iteration 7Q (2852.736383 sec): 3 clusters Score: Raw -980573.448766 + Penalty 2887.678331 = -977685.770435 nChanged 161 SP:Iteration 8Q (2852.796222 sec): 3 clusters Score: Raw -980638.099566 + Penalty 2887.678331 = -977750.421235 nChanged 101 SP:Iteration 9Q (2852.855508 sec): 3 clusters Score: Raw -980670.947915 + Penalty 2887.678331 = -977783.269584 nChanged 83 SP:Iteration 10Q (2852.915999 sec): 3 clusters Score: Raw -980696.558357 + Penalty 2887.678331 = -977808.880026 nChanged 70 SP:Iteration 11Q (2852.975677 sec): 3 clusters Score: Raw -980715.610609 + Penalty 2887.678331 = -977827.932278 nChanged 67 SP:Iteration 12Q (2853.035011 sec): 3 clusters Score: Raw -980735.430704 + Penalty 2887.678331 = -977847.752373 nChanged 59 SP:Iteration 13Q (2853.090344 sec): 3 clusters Score: Raw -980750.976612 + Penalty 2887.678331 = -977863.298281 nChanged 56 SP:Iteration 14Q (2853.155157 sec): 3 clusters Score: Raw -980767.923452 + Penalty 2887.678331 = -977880.245121 nChanged 53 SP:Iteration 15Q (2853.199356 sec): 3 clusters Score: Raw -980782.189401 + Penalty 2887.678331 = -977894.511070 nChanged 42 SP:Iteration 16Q (2853.264308 sec): 3 clusters Score: Raw -980793.704698 + Penalty 2887.678331 = -977906.026367 nChanged 58 SP:Iteration 17Q (2853.320003 sec): 3 clusters Score: Raw -980808.867280 + Penalty 2887.678331 = -977921.188949 nChanged 48 SP:Iteration 18Q (2853.374621 sec): 3 clusters Score: Raw -980821.477988 + Penalty 2887.678331 = -977933.799657 nChanged 52 SP:Iteration 19Q (2853.419419 sec): 3 clusters Score: Raw -980833.796646 + Penalty 2887.678331 = -977946.118316 nChanged 42 SP:Iteration 20F (2853.474029 sec): 3 clusters Score: Raw -980843.331449 + Penalty 2887.678331 = -977955.653119 nChanged 38 SP:Iteration 21Q (2853.529739 sec): 3 clusters Score: Raw -980852.125248 + Penalty 2887.678331 = -977964.446918 nChanged 32 SP:Iteration 22Q (2853.592702 sec): 3 clusters Score: Raw -980860.596127 + Penalty 2887.678331 = -977972.917796 nChanged 37 SP:Iteration 23Q (2853.620740 sec): 3 clusters Score: Raw -980872.709225 + Penalty 2887.678331 = -977985.030894 nChanged 34 SP:Iteration 24Q (2853.650051 sec): 3 clusters Score: Raw -980883.668497 + Penalty 2887.678331 = -977995.990166 nChanged 38 SP:Iteration 25Q (2853.678699 sec): 3 clusters Score: Raw -980896.433283 + Penalty 2887.678331 = -978008.754952 nChanged 49 SP:Iteration 26Q (2853.707545 sec): 3 clusters Score: Raw -980912.016307 + Penalty 2887.678331 = -978024.337977 nChanged 37 SP:Iteration 27Q (2853.738001 sec): 3 clusters Score: Raw -980922.665490 + Penalty 2887.678331 = -978034.987160 nChanged 23 SP:Iteration 28Q (2853.767797 sec): 3 clusters Score: Raw -980928.640219 + Penalty 2887.678331 = -978040.961888 nChanged 17 SP:Iteration 29Q (2853.791847 sec): 3 clusters Score: Raw -980932.896351 + Penalty 2887.678331 = -978045.218020 nChanged 12 SP:Iteration 30Q (2853.820842 sec): 3 clusters Score: Raw -980936.426049 + Penalty 2887.678331 = -978048.747718 nChanged 13 SP:Iteration 31Q (2853.850824 sec): 3 clusters Score: Raw -980940.476975 + Penalty 2887.678331 = -978052.798645 nChanged 14 SP:Iteration 32Q (2853.879476 sec): 3 clusters Score: Raw -980944.484500 + Penalty 2887.678331 = -978056.806170 nChanged 19 SP:Iteration 33Q (2853.903223 sec): 3 clusters Score: Raw -980949.363455 + Penalty 2887.678331 = -978061.685124 nChanged 20 SP:Iteration 34Q (2853.926912 sec): 3 clusters Score: Raw -980955.092247 + Penalty 2887.678331 = -978067.413916 nChanged 16 SP:Iteration 35Q (2853.950656 sec): 3 clusters Score: Raw -980958.894199 + Penalty 2887.678331 = -978071.215868 nChanged 5 SP:Iteration 36Q (2853.977007 sec): 3 clusters Score: Raw -980960.279245 + Penalty 2887.678331 = -978072.600914 nChanged 4 SP:Iteration 37Q (2854.006557 sec): 3 clusters Score: Raw -980961.450830 + Penalty 2887.678331 = -978073.772499 nChanged 1 SP:Iteration 38Q (2854.037247 sec): 3 clusters Score: Raw -980961.723171 + Penalty 2887.678331 = -978074.044840 nChanged 1 SP:Iteration 39Q (2854.070038 sec): 3 clusters Score: Raw -980961.904269 + Penalty 2887.678331 = -978074.225938 nChanged 1 SP:Iteration 40F (2854.121416 sec): 3 clusters Score: Raw -980962.198809 + Penalty 2887.678331 = -978074.520478 nChanged 1 SP:Iteration 41Q (2854.145268 sec): 3 clusters Score: Raw -980962.323086 + Penalty 2887.678331 = -978074.644755 nChanged 0 SP:Iteration 42F (2854.196814 sec): 3 clusters Score: Raw -980962.323086 + Penalty 2887.678331 = -978074.644755 nChanged 0 Trying to split cluster 14 (8098 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2854.226229 sec): 2 clusters Score: Raw -1075459.417123 + Penalty 1462.398014 = -1073997.019108 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2854.266503 sec): 3 clusters Score: Raw -1071028.771003 + Penalty 2924.796029 = -1068103.974974 nChanged 3415 SP:Iteration 1F (2854.294649 sec): 3 clusters Score: Raw -1072886.469445 + Penalty 2924.796029 = -1069961.673416 nChanged 528 SP:Iteration 2F (2854.322664 sec): 3 clusters Score: Raw -1073137.667794 + Penalty 2924.796029 = -1070212.871766 nChanged 419 SP:Iteration 3F (2854.364403 sec): 3 clusters Score: Raw -1073344.334246 + Penalty 2924.796029 = -1070419.538217 nChanged 350 SP:Iteration 4Q (2854.396540 sec): 3 clusters Score: Raw -1073508.866482 + Penalty 2924.796029 = -1070584.070453 nChanged 301 SP:Iteration 5Q (2854.425979 sec): 3 clusters Score: Raw -1073641.556696 + Penalty 2924.796029 = -1070716.760667 nChanged 280 SP:Iteration 6Q (2854.455219 sec): 3 clusters Score: Raw -1073756.773399 + Penalty 2924.796029 = -1070831.977370 nChanged 279 SP:Iteration 7Q (2854.484269 sec): 3 clusters Score: Raw -1073885.352537 + Penalty 2924.796029 = -1070960.556508 nChanged 259 SP:Iteration 8Q (2854.513166 sec): 3 clusters Score: Raw -1074017.693528 + Penalty 2924.796029 = -1071092.897499 nChanged 255 SP:Iteration 9Q (2854.541815 sec): 3 clusters Score: Raw -1074137.550995 + Penalty 2924.796029 = -1071212.754966 nChanged 249 SP:Iteration 10Q (2854.570013 sec): 3 clusters Score: Raw -1074255.439379 + Penalty 2924.796029 = -1071330.643350 nChanged 264 SP:Iteration 11Q (2854.595035 sec): 3 clusters Score: Raw -1074402.854984 + Penalty 2924.796029 = -1071478.058955 nChanged 275 SP:Iteration 12Q (2854.619491 sec): 3 clusters Score: Raw -1074564.400669 + Penalty 2924.796029 = -1071639.604640 nChanged 279 SP:Iteration 13Q (2854.647071 sec): 3 clusters Score: Raw -1074721.235013 + Penalty 2924.796029 = -1071796.438985 nChanged 247 SP:Iteration 14Q (2854.676201 sec): 3 clusters Score: Raw -1074838.016098 + Penalty 2924.796029 = -1071913.220069 nChanged 181 SP:Iteration 15Q (2854.702823 sec): 3 clusters Score: Raw -1074915.660742 + Penalty 2924.796029 = -1071990.864713 nChanged 157 SP:Iteration 16Q (2854.749691 sec): 3 clusters Score: Raw -1074979.450227 + Penalty 2924.796029 = -1072054.654199 nChanged 129 SP:Iteration 17Q (2854.804319 sec): 3 clusters Score: Raw -1075019.178531 + Penalty 2924.796029 = -1072094.382503 nChanged 91 SP:Iteration 18Q (2854.851022 sec): 3 clusters Score: Raw -1075044.209047 + Penalty 2924.796029 = -1072119.413018 nChanged 73 SP:Iteration 19Q (2854.906712 sec): 3 clusters Score: Raw -1075062.108764 + Penalty 2924.796029 = -1072137.312735 nChanged 52 SP:Iteration 20F (2854.952299 sec): 3 clusters Score: Raw -1075075.019074 + Penalty 2924.796029 = -1072150.223045 nChanged 48 SP:Iteration 21Q (2855.010165 sec): 3 clusters Score: Raw -1075086.755427 + Penalty 2924.796029 = -1072161.959398 nChanged 47 SP:Iteration 22Q (2855.065970 sec): 3 clusters Score: Raw -1075100.179358 + Penalty 2924.796029 = -1072175.383329 nChanged 53 SP:Iteration 23Q (2855.121397 sec): 3 clusters Score: Raw -1075114.079754 + Penalty 2924.796029 = -1072189.283725 nChanged 52 SP:Iteration 24Q (2855.179576 sec): 3 clusters Score: Raw -1075125.978741 + Penalty 2924.796029 = -1072201.182712 nChanged 46 SP:Iteration 25Q (2855.224507 sec): 3 clusters Score: Raw -1075136.227584 + Penalty 2924.796029 = -1072211.431555 nChanged 35 SP:Iteration 26Q (2855.277339 sec): 3 clusters Score: Raw -1075142.312884 + Penalty 2924.796029 = -1072217.516855 nChanged 24 SP:Iteration 27Q (2855.344883 sec): 3 clusters Score: Raw -1075146.839925 + Penalty 2924.796029 = -1072222.043896 nChanged 23 SP:Iteration 28Q (2855.390428 sec): 3 clusters Score: Raw -1075151.942028 + Penalty 2924.796029 = -1072227.146000 nChanged 26 SP:Iteration 29Q (2855.445525 sec): 3 clusters Score: Raw -1075156.619849 + Penalty 2924.796029 = -1072231.823821 nChanged 28 SP:Iteration 30Q (2855.510253 sec): 3 clusters Score: Raw -1075162.224512 + Penalty 2924.796029 = -1072237.428483 nChanged 28 SP:Iteration 31Q (2855.555071 sec): 3 clusters Score: Raw -1075169.171300 + Penalty 2924.796029 = -1072244.375271 nChanged 39 SP:Iteration 32Q (2855.604321 sec): 3 clusters Score: Raw -1075178.877815 + Penalty 2924.796029 = -1072254.081786 nChanged 38 SP:Iteration 33Q (2855.659457 sec): 3 clusters Score: Raw -1075189.397101 + Penalty 2924.796029 = -1072264.601072 nChanged 38 SP:Iteration 34Q (2855.713575 sec): 3 clusters Score: Raw -1075196.898847 + Penalty 2924.796029 = -1072272.102818 nChanged 34 SP:Iteration 35Q (2855.778191 sec): 3 clusters Score: Raw -1075205.235267 + Penalty 2924.796029 = -1072280.439238 nChanged 42 SP:Iteration 36Q (2855.818514 sec): 3 clusters Score: Raw -1075213.625379 + Penalty 2924.796029 = -1072288.829350 nChanged 33 SP:Iteration 37Q (2855.876044 sec): 3 clusters Score: Raw -1075220.030773 + Penalty 2924.796029 = -1072295.234744 nChanged 34 SP:Iteration 38Q (2855.916607 sec): 3 clusters Score: Raw -1075226.712511 + Penalty 2924.796029 = -1072301.916482 nChanged 35 SP:Iteration 39Q (2855.966312 sec): 3 clusters Score: Raw -1075233.900103 + Penalty 2924.796029 = -1072309.104074 nChanged 33 SP:Iteration 40F (2856.016713 sec): 3 clusters Score: Raw -1075241.462079 + Penalty 2924.796029 = -1072316.666050 nChanged 37 SP:Iteration 41Q (2856.066313 sec): 3 clusters Score: Raw -1075250.103798 + Penalty 2924.796029 = -1072325.307769 nChanged 31 SP:Iteration 42Q (2856.116672 sec): 3 clusters Score: Raw -1075256.260502 + Penalty 2924.796029 = -1072331.464473 nChanged 30 SP:Iteration 43Q (2856.165077 sec): 3 clusters Score: Raw -1075262.019680 + Penalty 2924.796029 = -1072337.223651 nChanged 30 SP:Iteration 44Q (2856.219578 sec): 3 clusters Score: Raw -1075267.568898 + Penalty 2924.796029 = -1072342.772869 nChanged 22 SP:Iteration 45Q (2856.271626 sec): 3 clusters Score: Raw -1075272.034047 + Penalty 2924.796029 = -1072347.238018 nChanged 28 SP:Iteration 46Q (2856.330139 sec): 3 clusters Score: Raw -1075277.728163 + Penalty 2924.796029 = -1072352.932134 nChanged 24 SP:Iteration 47Q (2856.393958 sec): 3 clusters Score: Raw -1075281.709427 + Penalty 2924.796029 = -1072356.913398 nChanged 22 SP:Iteration 48Q (2856.448604 sec): 3 clusters Score: Raw -1075285.949912 + Penalty 2924.796029 = -1072361.153883 nChanged 24 SP:Iteration 49Q (2856.494191 sec): 3 clusters Score: Raw -1075290.753500 + Penalty 2924.796029 = -1072365.957471 nChanged 25 SP:Iteration 50Q (2856.544851 sec): 3 clusters Score: Raw -1075295.453518 + Penalty 2924.796029 = -1072370.657489 nChanged 25 SP:Iteration 51Q (2856.600043 sec): 3 clusters Score: Raw -1075298.992690 + Penalty 2924.796029 = -1072374.196662 nChanged 17 SP:Iteration 52Q (2856.656662 sec): 3 clusters Score: Raw -1075301.627525 + Penalty 2924.796029 = -1072376.831496 nChanged 18 SP:Iteration 53Q (2856.726161 sec): 3 clusters Score: Raw -1075304.877411 + Penalty 2924.796029 = -1072380.081382 nChanged 17 SP:Iteration 54Q (2856.785118 sec): 3 clusters Score: Raw -1075307.558835 + Penalty 2924.796029 = -1072382.762806 nChanged 13 SP:Iteration 55Q (2856.827697 sec): 3 clusters Score: Raw -1075309.607559 + Penalty 2924.796029 = -1072384.811531 nChanged 9 SP:Iteration 56Q (2856.880650 sec): 3 clusters Score: Raw -1075311.520621 + Penalty 2924.796029 = -1072386.724592 nChanged 10 SP:Iteration 57Q (2856.928976 sec): 3 clusters Score: Raw -1075313.462469 + Penalty 2924.796029 = -1072388.666440 nChanged 11 SP:Iteration 58Q (2856.995702 sec): 3 clusters Score: Raw -1075315.343681 + Penalty 2924.796029 = -1072390.547652 nChanged 5 SP:Iteration 59Q (2857.043665 sec): 3 clusters Score: Raw -1075316.203584 + Penalty 2924.796029 = -1072391.407555 nChanged 3 SP:Iteration 60F (2857.108602 sec): 3 clusters Score: Raw -1075316.614269 + Penalty 2924.796029 = -1072391.818240 nChanged 4 SP:Iteration 61Q (2857.154970 sec): 3 clusters Score: Raw -1075317.256862 + Penalty 2924.796029 = -1072392.460833 nChanged 4 SP:Iteration 62Q (2857.216319 sec): 3 clusters Score: Raw -1075317.825604 + Penalty 2924.796029 = -1072393.029575 nChanged 2 SP:Iteration 63Q (2857.288754 sec): 3 clusters Score: Raw -1075318.327458 + Penalty 2924.796029 = -1072393.531429 nChanged 5 SP:Iteration 64Q (2857.317295 sec): 3 clusters Score: Raw -1075319.366263 + Penalty 2924.796029 = -1072394.570234 nChanged 10 SP:Iteration 65Q (2857.365939 sec): 3 clusters Score: Raw -1075321.503195 + Penalty 2924.796029 = -1072396.707166 nChanged 11 SP:Iteration 66Q (2857.425829 sec): 3 clusters Score: Raw -1075323.449697 + Penalty 2924.796029 = -1072398.653668 nChanged 12 SP:Iteration 67Q (2857.486251 sec): 3 clusters Score: Raw -1075325.507547 + Penalty 2924.796029 = -1072400.711518 nChanged 15 SP:Iteration 68Q (2857.541460 sec): 3 clusters Score: Raw -1075328.850836 + Penalty 2924.796029 = -1072404.054807 nChanged 20 SP:Iteration 69Q (2857.601317 sec): 3 clusters Score: Raw -1075331.770290 + Penalty 2924.796029 = -1072406.974261 nChanged 10 SP:Iteration 70Q (2857.658222 sec): 3 clusters Score: Raw -1075334.067678 + Penalty 2924.796029 = -1072409.271649 nChanged 10 SP:Iteration 71Q (2857.718904 sec): 3 clusters Score: Raw -1075335.996645 + Penalty 2924.796029 = -1072411.200617 nChanged 11 SP:Iteration 72Q (2857.780149 sec): 3 clusters Score: Raw -1075337.818386 + Penalty 2924.796029 = -1072413.022357 nChanged 6 SP:Iteration 73Q (2857.842027 sec): 3 clusters Score: Raw -1075338.718769 + Penalty 2924.796029 = -1072413.922740 nChanged 6 SP:Iteration 74Q (2857.903555 sec): 3 clusters Score: Raw -1075339.435411 + Penalty 2924.796029 = -1072414.639382 nChanged 5 SP:Iteration 75Q (2857.965439 sec): 3 clusters Score: Raw -1075340.024850 + Penalty 2924.796029 = -1072415.228821 nChanged 3 SP:Iteration 76Q (2858.027485 sec): 3 clusters Score: Raw -1075340.203558 + Penalty 2924.796029 = -1072415.407529 nChanged 0 SP:Iteration 77F (2858.088507 sec): 3 clusters Score: Raw -1075340.203558 + Penalty 2924.796029 = -1072415.407529 nChanged 0 Trying to split cluster 15 (62937 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2858.196011 sec): 2 clusters Score: Raw -8167570.869642 + Penalty 1795.607045 = -8165775.262598 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2858.341275 sec): 3 clusters Score: Raw -8127318.912362 + Penalty 3591.214089 = -8123727.698273 nChanged 29720 SP:Iteration 1F (2858.486738 sec): 3 clusters Score: Raw -8144420.375447 + Penalty 3591.214089 = -8140829.161358 nChanged 2613 SP:Iteration 2Q (2858.632261 sec): 3 clusters Score: Raw -8145308.166619 + Penalty 3591.214089 = -8141716.952530 nChanged 2817 SP:Iteration 3Q (2858.776231 sec): 3 clusters Score: Raw -8146456.918533 + Penalty 3591.214089 = -8142865.704444 nChanged 3105 SP:Iteration 4Q (2858.923987 sec): 3 clusters Score: Raw -8148055.505282 + Penalty 3591.214089 = -8144464.291193 nChanged 3650 SP:Iteration 5F (2859.071242 sec): 3 clusters Score: Raw -8150405.351275 + Penalty 3591.214089 = -8146814.137185 nChanged 4296 SP:Iteration 6F (2859.212614 sec): 3 clusters Score: Raw -8153690.250071 + Penalty 3591.214089 = -8150099.035982 nChanged 4542 SP:Iteration 7F (2859.359414 sec): 3 clusters Score: Raw -8157288.289651 + Penalty 3591.214089 = -8153697.075562 nChanged 4177 SP:Iteration 8F (2859.504667 sec): 3 clusters Score: Raw -8160285.007211 + Penalty 3591.214089 = -8156693.793122 nChanged 3148 SP:Iteration 9F (2859.650819 sec): 3 clusters Score: Raw -8161984.527176 + Penalty 3591.214089 = -8158393.313087 nChanged 2088 SP:Iteration 10Q (2859.774613 sec): 3 clusters Score: Raw -8162849.230292 + Penalty 3591.214089 = -8159258.016203 nChanged 1539 SP:Iteration 11Q (2859.904264 sec): 3 clusters Score: Raw -8163455.487569 + Penalty 3591.214089 = -8159864.273480 nChanged 1281 SP:Iteration 12Q (2860.025758 sec): 3 clusters Score: Raw -8163954.428747 + Penalty 3591.214089 = -8160363.214658 nChanged 1183 SP:Iteration 13Q (2860.146597 sec): 3 clusters Score: Raw -8164384.356311 + Penalty 3591.214089 = -8160793.142222 nChanged 1102 SP:Iteration 14Q (2860.287707 sec): 3 clusters Score: Raw -8164765.050863 + Penalty 3591.214089 = -8161173.836774 nChanged 972 SP:Iteration 15Q (2860.418884 sec): 3 clusters Score: Raw -8165085.789679 + Penalty 3591.214089 = -8161494.575590 nChanged 865 SP:Iteration 16Q (2860.540635 sec): 3 clusters Score: Raw -8165351.051284 + Penalty 3591.214089 = -8161759.837195 nChanged 790 SP:Iteration 17Q (2860.677952 sec): 3 clusters Score: Raw -8165606.689000 + Penalty 3591.214089 = -8162015.474911 nChanged 772 SP:Iteration 18Q (2860.822875 sec): 3 clusters Score: Raw -8165877.470769 + Penalty 3591.214089 = -8162286.256680 nChanged 752 SP:Iteration 19Q (2860.967702 sec): 3 clusters Score: Raw -8166163.254606 + Penalty 3591.214089 = -8162572.040517 nChanged 745 SP:Iteration 20F (2861.107660 sec): 3 clusters Score: Raw -8166496.707483 + Penalty 3591.214089 = -8162905.493394 nChanged 763 SP:Iteration 21Q (2861.252567 sec): 3 clusters Score: Raw -8166913.319778 + Penalty 3591.214089 = -8163322.105689 nChanged 790 SP:Iteration 22Q (2861.397255 sec): 3 clusters Score: Raw -8167335.028412 + Penalty 3591.214089 = -8163743.814323 nChanged 709 SP:Iteration 23Q (2861.547198 sec): 3 clusters Score: Raw -8167659.538183 + Penalty 3591.214089 = -8164068.324094 nChanged 643 SP:Iteration 24Q (2861.695091 sec): 3 clusters Score: Raw -8167901.000468 + Penalty 3591.214089 = -8164309.786379 nChanged 552 SP:Iteration 25Q (2861.817057 sec): 3 clusters Score: Raw -8168074.770542 + Penalty 3591.214089 = -8164483.556452 nChanged 464 SP:Iteration 26Q (2861.931129 sec): 3 clusters Score: Raw -8168203.138078 + Penalty 3591.214089 = -8164611.923989 nChanged 413 SP:Iteration 27Q (2862.062197 sec): 3 clusters Score: Raw -8168297.715242 + Penalty 3591.214089 = -8164706.501153 nChanged 333 SP:Iteration 28Q (2862.180845 sec): 3 clusters Score: Raw -8168355.123284 + Penalty 3591.214089 = -8164763.909195 nChanged 288 SP:Iteration 29Q (2862.318728 sec): 3 clusters Score: Raw -8168398.359674 + Penalty 3591.214089 = -8164807.145585 nChanged 219 SP:Iteration 30Q (2862.465156 sec): 3 clusters Score: Raw -8168425.921529 + Penalty 3591.214089 = -8164834.707440 nChanged 223 SP:Iteration 31Q (2862.613060 sec): 3 clusters Score: Raw -8168451.135104 + Penalty 3591.214089 = -8164859.921015 nChanged 211 SP:Iteration 32Q (2862.748829 sec): 3 clusters Score: Raw -8168473.520404 + Penalty 3591.214089 = -8164882.306315 nChanged 205 SP:Iteration 33Q (2862.887434 sec): 3 clusters Score: Raw -8168496.859531 + Penalty 3591.214089 = -8164905.645442 nChanged 209 SP:Iteration 34Q (2863.025157 sec): 3 clusters Score: Raw -8168520.885261 + Penalty 3591.214089 = -8164929.671171 nChanged 201 SP:Iteration 35Q (2863.171601 sec): 3 clusters Score: Raw -8168543.325633 + Penalty 3591.214089 = -8164952.111543 nChanged 193 SP:Iteration 36Q (2863.317704 sec): 3 clusters Score: Raw -8168563.243026 + Penalty 3591.214089 = -8164972.028936 nChanged 196 SP:Iteration 37Q (2863.463519 sec): 3 clusters Score: Raw -8168582.975232 + Penalty 3591.214089 = -8164991.761143 nChanged 164 SP:Iteration 38Q (2863.611063 sec): 3 clusters Score: Raw -8168598.629479 + Penalty 3591.214089 = -8165007.415390 nChanged 155 SP:Iteration 39Q (2863.747261 sec): 3 clusters Score: Raw -8168611.945654 + Penalty 3591.214089 = -8165020.731565 nChanged 136 SP:Iteration 40F (2863.903728 sec): 3 clusters Score: Raw -8168623.654225 + Penalty 3591.214089 = -8165032.440136 nChanged 119 SP:Iteration 41Q (2864.042164 sec): 3 clusters Score: Raw -8168633.325247 + Penalty 3591.214089 = -8165042.111157 nChanged 130 SP:Iteration 42Q (2864.182471 sec): 3 clusters Score: Raw -8168644.990286 + Penalty 3591.214089 = -8165053.776196 nChanged 129 SP:Iteration 43Q (2864.329304 sec): 3 clusters Score: Raw -8168655.082142 + Penalty 3591.214089 = -8165063.868053 nChanged 117 SP:Iteration 44Q (2864.470701 sec): 3 clusters Score: Raw -8168664.863289 + Penalty 3591.214089 = -8165073.649200 nChanged 126 SP:Iteration 45Q (2864.610602 sec): 3 clusters Score: Raw -8168675.302492 + Penalty 3591.214089 = -8165084.088403 nChanged 106 SP:Iteration 46Q (2864.750670 sec): 3 clusters Score: Raw -8168684.509752 + Penalty 3591.214089 = -8165093.295663 nChanged 111 SP:Iteration 47Q (2864.895336 sec): 3 clusters Score: Raw -8168694.772540 + Penalty 3591.214089 = -8165103.558451 nChanged 104 SP:Iteration 48Q (2865.042382 sec): 3 clusters Score: Raw -8168704.301562 + Penalty 3591.214089 = -8165113.087473 nChanged 105 SP:Iteration 49Q (2865.187468 sec): 3 clusters Score: Raw -8168712.876179 + Penalty 3591.214089 = -8165121.662089 nChanged 100 SP:Iteration 50Q (2865.333375 sec): 3 clusters Score: Raw -8168720.220907 + Penalty 3591.214089 = -8165129.006818 nChanged 89 SP:Iteration 51Q (2865.478739 sec): 3 clusters Score: Raw -8168726.794900 + Penalty 3591.214089 = -8165135.580811 nChanged 77 SP:Iteration 52Q (2865.623989 sec): 3 clusters Score: Raw -8168732.131199 + Penalty 3591.214089 = -8165140.917110 nChanged 74 SP:Iteration 53Q (2865.734879 sec): 3 clusters Score: Raw -8168737.987110 + Penalty 3591.214089 = -8165146.773021 nChanged 77 SP:Iteration 54Q (2865.855000 sec): 3 clusters Score: Raw -8168743.625664 + Penalty 3591.214089 = -8165152.411575 nChanged 74 SP:Iteration 55Q (2865.970507 sec): 3 clusters Score: Raw -8168749.611206 + Penalty 3591.214089 = -8165158.397117 nChanged 76 SP:Iteration 56Q (2866.085819 sec): 3 clusters Score: Raw -8168755.361663 + Penalty 3591.214089 = -8165164.147574 nChanged 80 SP:Iteration 57Q (2866.205417 sec): 3 clusters Score: Raw -8168761.116591 + Penalty 3591.214089 = -8165169.902502 nChanged 87 SP:Iteration 58Q (2866.314810 sec): 3 clusters Score: Raw -8168768.940259 + Penalty 3591.214089 = -8165177.726170 nChanged 95 SP:Iteration 59Q (2866.428886 sec): 3 clusters Score: Raw -8168776.647243 + Penalty 3591.214089 = -8165185.433154 nChanged 96 SP:Iteration 60F (2866.553430 sec): 3 clusters Score: Raw -8168783.647244 + Penalty 3591.214089 = -8165192.433155 nChanged 90 SP:Iteration 61Q (2866.671965 sec): 3 clusters Score: Raw -8168789.819055 + Penalty 3591.214089 = -8165198.604966 nChanged 64 SP:Iteration 62Q (2866.798122 sec): 3 clusters Score: Raw -8168793.560985 + Penalty 3591.214089 = -8165202.346896 nChanged 63 SP:Iteration 63Q (2866.908878 sec): 3 clusters Score: Raw -8168797.746023 + Penalty 3591.214089 = -8165206.531934 nChanged 70 SP:Iteration 64Q (2867.016937 sec): 3 clusters Score: Raw -8168802.715013 + Penalty 3591.214089 = -8165211.500924 nChanged 73 SP:Iteration 65Q (2867.130302 sec): 3 clusters Score: Raw -8168807.977815 + Penalty 3591.214089 = -8165216.763726 nChanged 69 SP:Iteration 66Q (2867.240624 sec): 3 clusters Score: Raw -8168812.596750 + Penalty 3591.214089 = -8165221.382661 nChanged 72 SP:Iteration 67Q (2867.358524 sec): 3 clusters Score: Raw -8168818.129793 + Penalty 3591.214089 = -8165226.915704 nChanged 70 SP:Iteration 68Q (2867.495435 sec): 3 clusters Score: Raw -8168822.514624 + Penalty 3591.214089 = -8165231.300535 nChanged 77 SP:Iteration 69Q (2867.636837 sec): 3 clusters Score: Raw -8168827.603167 + Penalty 3591.214089 = -8165236.389077 nChanged 85 SP:Iteration 70Q (2867.781367 sec): 3 clusters Score: Raw -8168833.442590 + Penalty 3591.214089 = -8165242.228501 nChanged 72 SP:Iteration 71Q (2867.916041 sec): 3 clusters Score: Raw -8168839.171173 + Penalty 3591.214089 = -8165247.957084 nChanged 65 SP:Iteration 72Q (2868.056768 sec): 3 clusters Score: Raw -8168843.832467 + Penalty 3591.214089 = -8165252.618378 nChanged 58 SP:Iteration 73Q (2868.201033 sec): 3 clusters Score: Raw -8168848.112628 + Penalty 3591.214089 = -8165256.898539 nChanged 54 SP:Iteration 74Q (2868.346222 sec): 3 clusters Score: Raw -8168851.719933 + Penalty 3591.214089 = -8165260.505844 nChanged 55 SP:Iteration 75Q (2868.486651 sec): 3 clusters Score: Raw -8168855.860130 + Penalty 3591.214089 = -8165264.646041 nChanged 54 SP:Iteration 76Q (2868.623134 sec): 3 clusters Score: Raw -8168859.406182 + Penalty 3591.214089 = -8165268.192093 nChanged 53 SP:Iteration 77Q (2868.767499 sec): 3 clusters Score: Raw -8168862.999350 + Penalty 3591.214089 = -8165271.785261 nChanged 55 SP:Iteration 78Q (2868.907889 sec): 3 clusters Score: Raw -8168867.304601 + Penalty 3591.214089 = -8165276.090512 nChanged 57 SP:Iteration 79Q (2869.040579 sec): 3 clusters Score: Raw -8168871.485577 + Penalty 3591.214089 = -8165280.271488 nChanged 47 SP:Iteration 80F (2869.187466 sec): 3 clusters Score: Raw -8168875.033070 + Penalty 3591.214089 = -8165283.818980 nChanged 43 SP:Iteration 81Q (2869.327675 sec): 3 clusters Score: Raw -8168878.317059 + Penalty 3591.214089 = -8165287.102970 nChanged 57 SP:Iteration 82Q (2869.467891 sec): 3 clusters Score: Raw -8168882.770794 + Penalty 3591.214089 = -8165291.556704 nChanged 53 SP:Iteration 83Q (2869.607716 sec): 3 clusters Score: Raw -8168886.594210 + Penalty 3591.214089 = -8165295.380121 nChanged 50 SP:Iteration 84Q (2869.747689 sec): 3 clusters Score: Raw -8168890.238188 + Penalty 3591.214089 = -8165299.024099 nChanged 58 SP:Iteration 85Q (2869.887710 sec): 3 clusters Score: Raw -8168895.355986 + Penalty 3591.214089 = -8165304.141897 nChanged 58 SP:Iteration 86Q (2870.022028 sec): 3 clusters Score: Raw -8168900.656593 + Penalty 3591.214089 = -8165309.442504 nChanged 71 SP:Iteration 87Q (2870.160702 sec): 3 clusters Score: Raw -8168906.379906 + Penalty 3591.214089 = -8165315.165817 nChanged 56 SP:Iteration 88Q (2870.305426 sec): 3 clusters Score: Raw -8168909.923800 + Penalty 3591.214089 = -8165318.709711 nChanged 49 SP:Iteration 89Q (2870.447160 sec): 3 clusters Score: Raw -8168912.786904 + Penalty 3591.214089 = -8165321.572815 nChanged 40 SP:Iteration 90Q (2870.587222 sec): 3 clusters Score: Raw -8168915.702753 + Penalty 3591.214089 = -8165324.488664 nChanged 45 SP:Iteration 91Q (2870.727418 sec): 3 clusters Score: Raw -8168918.264860 + Penalty 3591.214089 = -8165327.050771 nChanged 38 SP:Iteration 92Q (2870.860230 sec): 3 clusters Score: Raw -8168920.771525 + Penalty 3591.214089 = -8165329.557436 nChanged 42 SP:Iteration 93Q (2871.004057 sec): 3 clusters Score: Raw -8168923.460173 + Penalty 3591.214089 = -8165332.246084 nChanged 38 SP:Iteration 94Q (2871.147151 sec): 3 clusters Score: Raw -8168925.333904 + Penalty 3591.214089 = -8165334.119815 nChanged 25 SP:Iteration 95Q (2871.287021 sec): 3 clusters Score: Raw -8168926.366345 + Penalty 3591.214089 = -8165335.152256 nChanged 21 SP:Iteration 96Q (2871.426641 sec): 3 clusters Score: Raw -8168927.494066 + Penalty 3591.214089 = -8165336.279977 nChanged 20 SP:Iteration 97Q (2871.566923 sec): 3 clusters Score: Raw -8168928.254945 + Penalty 3591.214089 = -8165337.040856 nChanged 23 SP:Iteration 98Q (2871.700179 sec): 3 clusters Score: Raw -8168929.275008 + Penalty 3591.214089 = -8165338.060919 nChanged 10 SP:Iteration 99Q (2871.843808 sec): 3 clusters Score: Raw -8168929.714809 + Penalty 3591.214089 = -8165338.500719 nChanged 12 SP:Iteration 100F (2871.981673 sec): 3 clusters Score: Raw -8168930.240935 + Penalty 3591.214089 = -8165339.026846 nChanged 18 SP:Iteration 101Q (2872.090177 sec): 3 clusters Score: Raw -8168931.014980 + Penalty 3591.214089 = -8165339.800891 nChanged 20 SP:Iteration 102Q (2872.217445 sec): 3 clusters Score: Raw -8168931.837207 + Penalty 3591.214089 = -8165340.623118 nChanged 16 SP:Iteration 103Q (2872.330335 sec): 3 clusters Score: Raw -8168932.394334 + Penalty 3591.214089 = -8165341.180245 nChanged 12 SP:Iteration 104Q (2872.445752 sec): 3 clusters Score: Raw -8168932.806388 + Penalty 3591.214089 = -8165341.592299 nChanged 12 SP:Iteration 105Q (2872.553113 sec): 3 clusters Score: Raw -8168933.214958 + Penalty 3591.214089 = -8165342.000869 nChanged 16 SP:Iteration 106Q (2872.661181 sec): 3 clusters Score: Raw -8168933.992063 + Penalty 3591.214089 = -8165342.777974 nChanged 24 SP:Iteration 107Q (2872.803767 sec): 3 clusters Score: Raw -8168935.254179 + Penalty 3591.214089 = -8165344.040090 nChanged 25 SP:Iteration 108Q (2872.926447 sec): 3 clusters Score: Raw -8168936.476728 + Penalty 3591.214089 = -8165345.262639 nChanged 20 SP:Iteration 109Q (2873.067434 sec): 3 clusters Score: Raw -8168937.702206 + Penalty 3591.214089 = -8165346.488117 nChanged 28 SP:Iteration 110Q (2873.202049 sec): 3 clusters Score: Raw -8168939.736995 + Penalty 3591.214089 = -8165348.522906 nChanged 30 SP:Iteration 111Q (2873.334577 sec): 3 clusters Score: Raw -8168941.284043 + Penalty 3591.214089 = -8165350.069953 nChanged 21 SP:Iteration 112Q (2873.466186 sec): 3 clusters Score: Raw -8168942.169071 + Penalty 3591.214089 = -8165350.954981 nChanged 12 SP:Iteration 113Q (2873.604381 sec): 3 clusters Score: Raw -8168942.756257 + Penalty 3591.214089 = -8165351.542168 nChanged 16 SP:Iteration 114Q (2873.735488 sec): 3 clusters Score: Raw -8168943.457396 + Penalty 3591.214089 = -8165352.243306 nChanged 17 SP:Iteration 115Q (2873.871326 sec): 3 clusters Score: Raw -8168944.374550 + Penalty 3591.214089 = -8165353.160461 nChanged 9 SP:Iteration 116Q (2873.982873 sec): 3 clusters Score: Raw -8168944.704914 + Penalty 3591.214089 = -8165353.490825 nChanged 12 SP:Iteration 117Q (2874.090884 sec): 3 clusters Score: Raw -8168945.176995 + Penalty 3591.214089 = -8165353.962905 nChanged 8 SP:Iteration 118Q (2874.197998 sec): 3 clusters Score: Raw -8168945.449806 + Penalty 3591.214089 = -8165354.235717 nChanged 8 SP:Iteration 119Q (2874.326297 sec): 3 clusters Score: Raw -8168945.710893 + Penalty 3591.214089 = -8165354.496804 nChanged 5 SP:Iteration 120F (2874.447658 sec): 3 clusters Score: Raw -8168945.953239 + Penalty 3591.214089 = -8165354.739150 nChanged 8 SP:Iteration 121Q (2874.558248 sec): 3 clusters Score: Raw -8168946.218825 + Penalty 3591.214089 = -8165355.004735 nChanged 8 SP:Iteration 122Q (2874.695405 sec): 3 clusters Score: Raw -8168946.448441 + Penalty 3591.214089 = -8165355.234352 nChanged 5 SP:Iteration 123Q (2874.839126 sec): 3 clusters Score: Raw -8168946.618643 + Penalty 3591.214089 = -8165355.404554 nChanged 10 SP:Iteration 124Q (2874.981076 sec): 3 clusters Score: Raw -8168946.921925 + Penalty 3591.214089 = -8165355.707836 nChanged 8 SP:Iteration 125Q (2875.121112 sec): 3 clusters Score: Raw -8168947.167416 + Penalty 3591.214089 = -8165355.953327 nChanged 9 SP:Iteration 126Q (2875.246924 sec): 3 clusters Score: Raw -8168947.434571 + Penalty 3591.214089 = -8165356.220482 nChanged 6 SP:Iteration 127Q (2875.365693 sec): 3 clusters Score: Raw -8168947.613321 + Penalty 3591.214089 = -8165356.399231 nChanged 8 SP:Iteration 128Q (2875.511123 sec): 3 clusters Score: Raw -8168947.906083 + Penalty 3591.214089 = -8165356.691994 nChanged 5 SP:Iteration 129Q (2875.648898 sec): 3 clusters Score: Raw -8168948.092987 + Penalty 3591.214089 = -8165356.878897 nChanged 9 SP:Iteration 130Q (2875.787719 sec): 3 clusters Score: Raw -8168948.445548 + Penalty 3591.214089 = -8165357.231459 nChanged 14 SP:Iteration 131Q (2875.921424 sec): 3 clusters Score: Raw -8168949.191859 + Penalty 3591.214089 = -8165357.977770 nChanged 14 SP:Iteration 132Q (2876.065772 sec): 3 clusters Score: Raw -8168949.754301 + Penalty 3591.214089 = -8165358.540211 nChanged 17 SP:Iteration 133Q (2876.202430 sec): 3 clusters Score: Raw -8168950.354948 + Penalty 3591.214089 = -8165359.140858 nChanged 19 SP:Iteration 134Q (2876.341726 sec): 3 clusters Score: Raw -8168951.052764 + Penalty 3591.214089 = -8165359.838675 nChanged 13 SP:Iteration 135Q (2876.476069 sec): 3 clusters Score: Raw -8168951.537399 + Penalty 3591.214089 = -8165360.323310 nChanged 16 SP:Iteration 136Q (2876.612242 sec): 3 clusters Score: Raw -8168952.390775 + Penalty 3591.214089 = -8165361.176686 nChanged 15 SP:Iteration 137Q (2876.745824 sec): 3 clusters Score: Raw -8168953.147282 + Penalty 3591.214089 = -8165361.933193 nChanged 16 SP:Iteration 138Q (2876.885930 sec): 3 clusters Score: Raw -8168954.020206 + Penalty 3591.214089 = -8165362.806116 nChanged 23 SP:Iteration 139Q (2877.026442 sec): 3 clusters Score: Raw -8168955.329111 + Penalty 3591.214089 = -8165364.115022 nChanged 25 SP:Iteration 140F (2877.183348 sec): 3 clusters Score: Raw -8168956.715353 + Penalty 3591.214089 = -8165365.501263 nChanged 30 SP:Iteration 141Q (2877.325866 sec): 3 clusters Score: Raw -8168958.249876 + Penalty 3591.214089 = -8165367.035787 nChanged 22 SP:Iteration 142Q (2877.470593 sec): 3 clusters Score: Raw -8168959.521995 + Penalty 3591.214089 = -8165368.307906 nChanged 28 SP:Iteration 143Q (2877.602221 sec): 3 clusters Score: Raw -8168961.122775 + Penalty 3591.214089 = -8165369.908686 nChanged 21 SP:Iteration 144Q (2877.727023 sec): 3 clusters Score: Raw -8168962.511757 + Penalty 3591.214089 = -8165371.297668 nChanged 31 SP:Iteration 145Q (2877.837879 sec): 3 clusters Score: Raw -8168964.179502 + Penalty 3591.214089 = -8165372.965413 nChanged 27 SP:Iteration 146Q (2877.945377 sec): 3 clusters Score: Raw -8168966.044807 + Penalty 3591.214089 = -8165374.830717 nChanged 28 SP:Iteration 147Q (2878.061412 sec): 3 clusters Score: Raw -8168967.877737 + Penalty 3591.214089 = -8165376.663648 nChanged 31 SP:Iteration 148Q (2878.191018 sec): 3 clusters Score: Raw -8168969.920473 + Penalty 3591.214089 = -8165378.706384 nChanged 28 SP:Iteration 149Q (2878.301887 sec): 3 clusters Score: Raw -8168971.255002 + Penalty 3591.214089 = -8165380.040913 nChanged 21 SP:Iteration 150Q (2878.410806 sec): 3 clusters Score: Raw -8168972.613553 + Penalty 3591.214089 = -8165381.399464 nChanged 20 SP:Iteration 151Q (2878.549918 sec): 3 clusters Score: Raw -8168973.865640 + Penalty 3591.214089 = -8165382.651550 nChanged 17 SP:Iteration 152Q (2878.657660 sec): 3 clusters Score: Raw -8168974.521375 + Penalty 3591.214089 = -8165383.307286 nChanged 16 SP:Iteration 153Q (2878.764588 sec): 3 clusters Score: Raw -8168975.148042 + Penalty 3591.214089 = -8165383.933953 nChanged 10 SP:Iteration 154Q (2878.878484 sec): 3 clusters Score: Raw -8168975.696464 + Penalty 3591.214089 = -8165384.482375 nChanged 15 SP:Iteration 155Q (2878.987619 sec): 3 clusters Score: Raw -8168976.463974 + Penalty 3591.214089 = -8165385.249884 nChanged 9 SP:Iteration 156Q (2879.106140 sec): 3 clusters Score: Raw -8168976.866948 + Penalty 3591.214089 = -8165385.652859 nChanged 8 SP:Iteration 157Q (2879.214120 sec): 3 clusters Score: Raw -8168977.308933 + Penalty 3591.214089 = -8165386.094844 nChanged 13 SP:Iteration 158Q (2879.320910 sec): 3 clusters Score: Raw -8168977.850772 + Penalty 3591.214089 = -8165386.636683 nChanged 7 SP:Iteration 159Q (2879.428382 sec): 3 clusters Score: Raw -8168978.146686 + Penalty 3591.214089 = -8165386.932597 nChanged 6 SP:Iteration 160F (2879.550053 sec): 3 clusters Score: Raw -8168978.407420 + Penalty 3591.214089 = -8165387.193331 nChanged 8 SP:Iteration 161Q (2879.657078 sec): 3 clusters Score: Raw -8168978.629380 + Penalty 3591.214089 = -8165387.415291 nChanged 4 SP:Iteration 162Q (2879.794880 sec): 3 clusters Score: Raw -8168978.702900 + Penalty 3591.214089 = -8165387.488811 nChanged 2 SP:Iteration 163Q (2879.918194 sec): 3 clusters Score: Raw -8168978.729000 + Penalty 3591.214089 = -8165387.514910 nChanged 2 SP:Iteration 164Q (2880.050495 sec): 3 clusters Score: Raw -8168978.791596 + Penalty 3591.214089 = -8165387.577506 nChanged 2 SP:Iteration 165Q (2880.192456 sec): 3 clusters Score: Raw -8168978.906656 + Penalty 3591.214089 = -8165387.692567 nChanged 5 SP:Iteration 166Q (2880.325116 sec): 3 clusters Score: Raw -8168979.103872 + Penalty 3591.214089 = -8165387.889783 nChanged 4 SP:Iteration 167Q (2880.454756 sec): 3 clusters Score: Raw -8168979.318422 + Penalty 3591.214089 = -8165388.104332 nChanged 5 SP:Iteration 168Q (2880.574204 sec): 3 clusters Score: Raw -8168979.507519 + Penalty 3591.214089 = -8165388.293430 nChanged 7 SP:Iteration 169Q (2880.695423 sec): 3 clusters Score: Raw -8168979.865164 + Penalty 3591.214089 = -8165388.651075 nChanged 9 SP:Iteration 170Q (2880.833362 sec): 3 clusters Score: Raw -8168980.224937 + Penalty 3591.214089 = -8165389.010848 nChanged 11 SP:Iteration 171Q (2880.964307 sec): 3 clusters Score: Raw -8168980.618755 + Penalty 3591.214089 = -8165389.404665 nChanged 11 SP:Iteration 172Q (2881.106666 sec): 3 clusters Score: Raw -8168981.028439 + Penalty 3591.214089 = -8165389.814350 nChanged 7 SP:Iteration 173Q (2881.248171 sec): 3 clusters Score: Raw -8168981.298657 + Penalty 3591.214089 = -8165390.084567 nChanged 8 SP:Iteration 174Q (2881.391197 sec): 3 clusters Score: Raw -8168981.675165 + Penalty 3591.214089 = -8165390.461075 nChanged 7 SP:Iteration 175Q (2881.533843 sec): 3 clusters Score: Raw -8168981.912746 + Penalty 3591.214089 = -8165390.698656 nChanged 7 SP:Iteration 176Q (2881.676872 sec): 3 clusters Score: Raw -8168982.182618 + Penalty 3591.214089 = -8165390.968529 nChanged 3 SP:Iteration 177Q (2881.816071 sec): 3 clusters Score: Raw -8168982.300840 + Penalty 3591.214089 = -8165391.086751 nChanged 6 SP:Iteration 178Q (2881.956002 sec): 3 clusters Score: Raw -8168982.534662 + Penalty 3591.214089 = -8165391.320573 nChanged 7 SP:Iteration 179Q (2882.096608 sec): 3 clusters Score: Raw -8168982.863500 + Penalty 3591.214089 = -8165391.649410 nChanged 8 SP:Iteration 180F (2882.253418 sec): 3 clusters Score: Raw -8168983.151699 + Penalty 3591.214089 = -8165391.937610 nChanged 8 SP:Iteration 181Q (2882.396258 sec): 3 clusters Score: Raw -8168983.402722 + Penalty 3591.214089 = -8165392.188633 nChanged 6 SP:Iteration 182Q (2882.533208 sec): 3 clusters Score: Raw -8168983.659244 + Penalty 3591.214089 = -8165392.445155 nChanged 7 SP:Iteration 183Q (2882.676347 sec): 3 clusters Score: Raw -8168983.955315 + Penalty 3591.214089 = -8165392.741226 nChanged 3 SP:Iteration 184Q (2882.813665 sec): 3 clusters Score: Raw -8168984.038554 + Penalty 3591.214089 = -8165392.824465 nChanged 6 SP:Iteration 185Q (2882.956243 sec): 3 clusters Score: Raw -8168984.190367 + Penalty 3591.214089 = -8165392.976277 nChanged 4 SP:Iteration 186Q (2883.098056 sec): 3 clusters Score: Raw -8168984.352908 + Penalty 3591.214089 = -8165393.138819 nChanged 4 SP:Iteration 187Q (2883.235105 sec): 3 clusters Score: Raw -8168984.499863 + Penalty 3591.214089 = -8165393.285773 nChanged 6 SP:Iteration 188Q (2883.370308 sec): 3 clusters Score: Raw -8168984.709781 + Penalty 3591.214089 = -8165393.495692 nChanged 2 SP:Iteration 189Q (2883.513500 sec): 3 clusters Score: Raw -8168984.812195 + Penalty 3591.214089 = -8165393.598106 nChanged 6 SP:Iteration 190Q (2883.651008 sec): 3 clusters Score: Raw -8168985.036425 + Penalty 3591.214089 = -8165393.822336 nChanged 6 SP:Iteration 191Q (2883.794971 sec): 3 clusters Score: Raw -8168985.281353 + Penalty 3591.214089 = -8165394.067264 nChanged 4 SP:Iteration 192Q (2883.929301 sec): 3 clusters Score: Raw -8168985.429812 + Penalty 3591.214089 = -8165394.215723 nChanged 2 SP:Iteration 193Q (2884.063820 sec): 3 clusters Score: Raw -8168985.534000 + Penalty 3591.214089 = -8165394.319911 nChanged 1 SP:Iteration 194Q (2884.174261 sec): 3 clusters Score: Raw -8168985.557440 + Penalty 3591.214089 = -8165394.343351 nChanged 2 SP:Iteration 195Q (2884.283102 sec): 3 clusters Score: Raw -8168985.592024 + Penalty 3591.214089 = -8165394.377935 nChanged 1 SP:Iteration 196Q (2884.423241 sec): 3 clusters Score: Raw -8168985.623847 + Penalty 3591.214089 = -8165394.409758 nChanged 3 SP:Iteration 197Q (2884.557349 sec): 3 clusters Score: Raw -8168985.868827 + Penalty 3591.214089 = -8165394.654738 nChanged 3 SP:Iteration 198Q (2884.701467 sec): 3 clusters Score: Raw -8168986.146734 + Penalty 3591.214089 = -8165394.932645 nChanged 1 SP:Iteration 199Q (2884.845878 sec): 3 clusters Score: Raw -8168986.177508 + Penalty 3591.214089 = -8165394.963419 nChanged 0 SP:Iteration 200F (2885.002679 sec): 3 clusters Score: Raw -8168986.177508 + Penalty 3591.214089 = -8165394.963419 nChanged 0 Trying to split cluster 16 (37466 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2885.059440 sec): 2 clusters Score: Raw -4617543.648784 + Penalty 1711.318234 = -4615832.330550 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2885.163147 sec): 3 clusters Score: Raw -4594154.958844 + Penalty 3422.636469 = -4590732.322375 nChanged 17496 SP:Iteration 1F (2885.253339 sec): 3 clusters Score: Raw -4604578.851827 + Penalty 3422.636469 = -4601156.215358 nChanged 2117 SP:Iteration 2F (2885.347592 sec): 3 clusters Score: Raw -4605759.189307 + Penalty 3422.636469 = -4602336.552839 nChanged 2439 SP:Iteration 3F (2885.447693 sec): 3 clusters Score: Raw -4607371.209715 + Penalty 3422.636469 = -4603948.573246 nChanged 2687 SP:Iteration 4F (2885.541851 sec): 3 clusters Score: Raw -4609252.314944 + Penalty 3422.636469 = -4605829.678475 nChanged 2654 SP:Iteration 5F (2885.632991 sec): 3 clusters Score: Raw -4611001.975611 + Penalty 3422.636469 = -4607579.339143 nChanged 2333 SP:Iteration 6F (2885.714877 sec): 3 clusters Score: Raw -4612291.118384 + Penalty 3422.636469 = -4608868.481915 nChanged 1866 SP:Iteration 7Q (2885.813429 sec): 3 clusters Score: Raw -4613104.416303 + Penalty 3422.636469 = -4609681.779834 nChanged 1308 SP:Iteration 8Q (2885.911709 sec): 3 clusters Score: Raw -4613544.111005 + Penalty 3422.636469 = -4610121.474536 nChanged 892 SP:Iteration 9Q (2886.000145 sec): 3 clusters Score: Raw -4613778.309150 + Penalty 3422.636469 = -4610355.672682 nChanged 675 SP:Iteration 10Q (2886.104934 sec): 3 clusters Score: Raw -4613922.034240 + Penalty 3422.636469 = -4610499.397772 nChanged 514 SP:Iteration 11Q (2886.200585 sec): 3 clusters Score: Raw -4614029.257794 + Penalty 3422.636469 = -4610606.621325 nChanged 453 SP:Iteration 12Q (2886.299546 sec): 3 clusters Score: Raw -4614109.966152 + Penalty 3422.636469 = -4610687.329683 nChanged 390 SP:Iteration 13Q (2886.395098 sec): 3 clusters Score: Raw -4614174.112475 + Penalty 3422.636469 = -4610751.476006 nChanged 328 SP:Iteration 14Q (2886.501280 sec): 3 clusters Score: Raw -4614224.454137 + Penalty 3422.636469 = -4610801.817668 nChanged 288 SP:Iteration 15Q (2886.609985 sec): 3 clusters Score: Raw -4614264.948288 + Penalty 3422.636469 = -4610842.311820 nChanged 255 SP:Iteration 16Q (2886.712656 sec): 3 clusters Score: Raw -4614299.332934 + Penalty 3422.636469 = -4610876.696465 nChanged 217 SP:Iteration 17Q (2886.816022 sec): 3 clusters Score: Raw -4614327.912639 + Penalty 3422.636469 = -4610905.276171 nChanged 205 SP:Iteration 18Q (2886.921574 sec): 3 clusters Score: Raw -4614357.865195 + Penalty 3422.636469 = -4610935.228726 nChanged 210 SP:Iteration 19Q (2887.024383 sec): 3 clusters Score: Raw -4614390.314343 + Penalty 3422.636469 = -4610967.677874 nChanged 247 SP:Iteration 20F (2887.129751 sec): 3 clusters Score: Raw -4614434.437418 + Penalty 3422.636469 = -4611011.800950 nChanged 253 SP:Iteration 21Q (2887.230842 sec): 3 clusters Score: Raw -4614479.215110 + Penalty 3422.636469 = -4611056.578641 nChanged 260 SP:Iteration 22Q (2887.336466 sec): 3 clusters Score: Raw -4614530.483206 + Penalty 3422.636469 = -4611107.846737 nChanged 275 SP:Iteration 23Q (2887.444134 sec): 3 clusters Score: Raw -4614588.553259 + Penalty 3422.636469 = -4611165.916790 nChanged 302 SP:Iteration 24Q (2887.549561 sec): 3 clusters Score: Raw -4614654.539610 + Penalty 3422.636469 = -4611231.903142 nChanged 317 SP:Iteration 25Q (2887.655834 sec): 3 clusters Score: Raw -4614719.153038 + Penalty 3422.636469 = -4611296.516570 nChanged 322 SP:Iteration 26Q (2887.761631 sec): 3 clusters Score: Raw -4614777.997198 + Penalty 3422.636469 = -4611355.360729 nChanged 294 SP:Iteration 27Q (2887.862393 sec): 3 clusters Score: Raw -4614820.196380 + Penalty 3422.636469 = -4611397.559912 nChanged 228 SP:Iteration 28Q (2887.964415 sec): 3 clusters Score: Raw -4614851.122773 + Penalty 3422.636469 = -4611428.486304 nChanged 219 SP:Iteration 29Q (2888.065063 sec): 3 clusters Score: Raw -4614880.164782 + Penalty 3422.636469 = -4611457.528313 nChanged 200 SP:Iteration 30Q (2888.170216 sec): 3 clusters Score: Raw -4614907.816437 + Penalty 3422.636469 = -4611485.179969 nChanged 200 SP:Iteration 31Q (2888.282827 sec): 3 clusters Score: Raw -4614929.754957 + Penalty 3422.636469 = -4611507.118488 nChanged 187 SP:Iteration 32Q (2888.395651 sec): 3 clusters Score: Raw -4614949.798923 + Penalty 3422.636469 = -4611527.162454 nChanged 167 SP:Iteration 33Q (2888.508348 sec): 3 clusters Score: Raw -4614969.509070 + Penalty 3422.636469 = -4611546.872602 nChanged 173 SP:Iteration 34Q (2888.620896 sec): 3 clusters Score: Raw -4614988.364331 + Penalty 3422.636469 = -4611565.727862 nChanged 140 SP:Iteration 35Q (2888.722460 sec): 3 clusters Score: Raw -4615002.701511 + Penalty 3422.636469 = -4611580.065042 nChanged 151 SP:Iteration 36Q (2888.835161 sec): 3 clusters Score: Raw -4615017.281409 + Penalty 3422.636469 = -4611594.644940 nChanged 136 SP:Iteration 37Q (2888.947225 sec): 3 clusters Score: Raw -4615031.358190 + Penalty 3422.636469 = -4611608.721721 nChanged 119 SP:Iteration 38Q (2889.059402 sec): 3 clusters Score: Raw -4615042.756539 + Penalty 3422.636469 = -4611620.120071 nChanged 127 SP:Iteration 39Q (2889.168201 sec): 3 clusters Score: Raw -4615056.258904 + Penalty 3422.636469 = -4611633.622435 nChanged 139 SP:Iteration 40F (2889.236069 sec): 3 clusters Score: Raw -4615072.153758 + Penalty 3422.636469 = -4611649.517289 nChanged 152 SP:Iteration 41Q (2889.328032 sec): 3 clusters Score: Raw -4615090.145196 + Penalty 3422.636469 = -4611667.508727 nChanged 161 SP:Iteration 42Q (2889.404199 sec): 3 clusters Score: Raw -4615110.188020 + Penalty 3422.636469 = -4611687.551551 nChanged 183 SP:Iteration 43Q (2889.480419 sec): 3 clusters Score: Raw -4615134.409890 + Penalty 3422.636469 = -4611711.773422 nChanged 212 SP:Iteration 44Q (2889.556973 sec): 3 clusters Score: Raw -4615164.878226 + Penalty 3422.636469 = -4611742.241758 nChanged 226 SP:Iteration 45Q (2889.625461 sec): 3 clusters Score: Raw -4615197.720834 + Penalty 3422.636469 = -4611775.084365 nChanged 256 SP:Iteration 46Q (2889.700237 sec): 3 clusters Score: Raw -4615237.253606 + Penalty 3422.636469 = -4611814.617137 nChanged 263 SP:Iteration 47Q (2889.776547 sec): 3 clusters Score: Raw -4615275.472609 + Penalty 3422.636469 = -4611852.836141 nChanged 257 SP:Iteration 48Q (2889.868495 sec): 3 clusters Score: Raw -4615311.380024 + Penalty 3422.636469 = -4611888.743555 nChanged 264 SP:Iteration 49Q (2889.940596 sec): 3 clusters Score: Raw -4615351.032121 + Penalty 3422.636469 = -4611928.395653 nChanged 282 SP:Iteration 50Q (2890.011114 sec): 3 clusters Score: Raw -4615393.158311 + Penalty 3422.636469 = -4611970.521842 nChanged 306 SP:Iteration 51Q (2890.087077 sec): 3 clusters Score: Raw -4615438.582270 + Penalty 3422.636469 = -4612015.945801 nChanged 301 SP:Iteration 52Q (2890.161593 sec): 3 clusters Score: Raw -4615480.435039 + Penalty 3422.636469 = -4612057.798571 nChanged 306 SP:Iteration 53Q (2890.230003 sec): 3 clusters Score: Raw -4615525.195249 + Penalty 3422.636469 = -4612102.558781 nChanged 322 SP:Iteration 54Q (2890.305506 sec): 3 clusters Score: Raw -4615569.631372 + Penalty 3422.636469 = -4612146.994904 nChanged 318 SP:Iteration 55Q (2890.377859 sec): 3 clusters Score: Raw -4615613.211042 + Penalty 3422.636469 = -4612190.574573 nChanged 335 SP:Iteration 56Q (2890.457468 sec): 3 clusters Score: Raw -4615661.810128 + Penalty 3422.636469 = -4612239.173659 nChanged 348 SP:Iteration 57Q (2890.530399 sec): 3 clusters Score: Raw -4615713.923823 + Penalty 3422.636469 = -4612291.287354 nChanged 333 SP:Iteration 58Q (2890.602489 sec): 3 clusters Score: Raw -4615761.608002 + Penalty 3422.636469 = -4612338.971533 nChanged 303 SP:Iteration 59Q (2890.676999 sec): 3 clusters Score: Raw -4615802.453187 + Penalty 3422.636469 = -4612379.816718 nChanged 324 SP:Iteration 60F (2890.751050 sec): 3 clusters Score: Raw -4615847.504496 + Penalty 3422.636469 = -4612424.868028 nChanged 295 SP:Iteration 61Q (2890.818637 sec): 3 clusters Score: Raw -4615883.653914 + Penalty 3422.636469 = -4612461.017445 nChanged 307 SP:Iteration 62Q (2890.893546 sec): 3 clusters Score: Raw -4615924.848988 + Penalty 3422.636469 = -4612502.212519 nChanged 307 SP:Iteration 63Q (2890.971014 sec): 3 clusters Score: Raw -4615968.406155 + Penalty 3422.636469 = -4612545.769686 nChanged 314 SP:Iteration 64Q (2891.041671 sec): 3 clusters Score: Raw -4616008.127984 + Penalty 3422.636469 = -4612585.491515 nChanged 271 SP:Iteration 65Q (2891.147292 sec): 3 clusters Score: Raw -4616039.457790 + Penalty 3422.636469 = -4612616.821322 nChanged 251 SP:Iteration 66Q (2891.245324 sec): 3 clusters Score: Raw -4616067.071613 + Penalty 3422.636469 = -4612644.435145 nChanged 261 SP:Iteration 67Q (2891.342116 sec): 3 clusters Score: Raw -4616099.983462 + Penalty 3422.636469 = -4612677.346994 nChanged 264 SP:Iteration 68Q (2891.444681 sec): 3 clusters Score: Raw -4616132.803347 + Penalty 3422.636469 = -4612710.166878 nChanged 269 SP:Iteration 69Q (2891.543309 sec): 3 clusters Score: Raw -4616166.019069 + Penalty 3422.636469 = -4612743.382600 nChanged 252 SP:Iteration 70Q (2891.641625 sec): 3 clusters Score: Raw -4616198.475423 + Penalty 3422.636469 = -4612775.838955 nChanged 275 SP:Iteration 71Q (2891.738412 sec): 3 clusters Score: Raw -4616233.891273 + Penalty 3422.636469 = -4612811.254805 nChanged 262 SP:Iteration 72Q (2891.829111 sec): 3 clusters Score: Raw -4616265.195428 + Penalty 3422.636469 = -4612842.558959 nChanged 273 SP:Iteration 73Q (2891.917149 sec): 3 clusters Score: Raw -4616301.299141 + Penalty 3422.636469 = -4612878.662672 nChanged 304 SP:Iteration 74Q (2891.998115 sec): 3 clusters Score: Raw -4616346.793572 + Penalty 3422.636469 = -4612924.157104 nChanged 278 SP:Iteration 75Q (2892.085742 sec): 3 clusters Score: Raw -4616389.501221 + Penalty 3422.636469 = -4612966.864752 nChanged 275 SP:Iteration 76Q (2892.166279 sec): 3 clusters Score: Raw -4616430.146687 + Penalty 3422.636469 = -4613007.510219 nChanged 302 SP:Iteration 77Q (2892.253804 sec): 3 clusters Score: Raw -4616475.315983 + Penalty 3422.636469 = -4613052.679515 nChanged 310 SP:Iteration 78Q (2892.334328 sec): 3 clusters Score: Raw -4616520.354773 + Penalty 3422.636469 = -4613097.718305 nChanged 292 SP:Iteration 79Q (2892.421528 sec): 3 clusters Score: Raw -4616561.918431 + Penalty 3422.636469 = -4613139.281963 nChanged 291 SP:Iteration 80F (2892.510692 sec): 3 clusters Score: Raw -4616604.589365 + Penalty 3422.636469 = -4613181.952896 nChanged 308 SP:Iteration 81Q (2892.597517 sec): 3 clusters Score: Raw -4616654.371541 + Penalty 3422.636469 = -4613231.735072 nChanged 317 SP:Iteration 82Q (2892.681400 sec): 3 clusters Score: Raw -4616703.241621 + Penalty 3422.636469 = -4613280.605152 nChanged 337 SP:Iteration 83Q (2892.767787 sec): 3 clusters Score: Raw -4616755.055633 + Penalty 3422.636469 = -4613332.419164 nChanged 311 SP:Iteration 84Q (2892.849698 sec): 3 clusters Score: Raw -4616802.228110 + Penalty 3422.636469 = -4613379.591641 nChanged 288 SP:Iteration 85Q (2892.933359 sec): 3 clusters Score: Raw -4616842.145535 + Penalty 3422.636469 = -4613419.509066 nChanged 282 SP:Iteration 86Q (2893.017595 sec): 3 clusters Score: Raw -4616887.084758 + Penalty 3422.636469 = -4613464.448289 nChanged 314 SP:Iteration 87Q (2893.101680 sec): 3 clusters Score: Raw -4616938.372366 + Penalty 3422.636469 = -4613515.735897 nChanged 283 SP:Iteration 88Q (2893.186445 sec): 3 clusters Score: Raw -4616988.144821 + Penalty 3422.636469 = -4613565.508353 nChanged 271 SP:Iteration 89Q (2893.270796 sec): 3 clusters Score: Raw -4617036.303183 + Penalty 3422.636469 = -4613613.666714 nChanged 273 SP:Iteration 90Q (2893.355183 sec): 3 clusters Score: Raw -4617084.231400 + Penalty 3422.636469 = -4613661.594931 nChanged 262 SP:Iteration 91Q (2893.440943 sec): 3 clusters Score: Raw -4617134.975448 + Penalty 3422.636469 = -4613712.338979 nChanged 232 SP:Iteration 92Q (2893.523175 sec): 3 clusters Score: Raw -4617179.830512 + Penalty 3422.636469 = -4613757.194043 nChanged 257 SP:Iteration 93Q (2893.608506 sec): 3 clusters Score: Raw -4617231.076135 + Penalty 3422.636469 = -4613808.439667 nChanged 266 SP:Iteration 94Q (2893.691756 sec): 3 clusters Score: Raw -4617285.568749 + Penalty 3422.636469 = -4613862.932280 nChanged 246 SP:Iteration 95Q (2893.792672 sec): 3 clusters Score: Raw -4617333.443696 + Penalty 3422.636469 = -4613910.807228 nChanged 222 SP:Iteration 96Q (2893.896968 sec): 3 clusters Score: Raw -4617370.845642 + Penalty 3422.636469 = -4613948.209173 nChanged 227 SP:Iteration 97Q (2893.991577 sec): 3 clusters Score: Raw -4617414.262966 + Penalty 3422.636469 = -4613991.626498 nChanged 256 SP:Iteration 98Q (2894.089194 sec): 3 clusters Score: Raw -4617469.563756 + Penalty 3422.636469 = -4614046.927287 nChanged 243 SP:Iteration 99Q (2894.180958 sec): 3 clusters Score: Raw -4617515.167184 + Penalty 3422.636469 = -4614092.530715 nChanged 217 SP:Iteration 100F (2894.279424 sec): 3 clusters Score: Raw -4617553.975243 + Penalty 3422.636469 = -4614131.338775 nChanged 196 SP:Iteration 101Q (2894.379818 sec): 3 clusters Score: Raw -4617587.221085 + Penalty 3422.636469 = -4614164.584616 nChanged 185 SP:Iteration 102Q (2894.472977 sec): 3 clusters Score: Raw -4617622.360789 + Penalty 3422.636469 = -4614199.724320 nChanged 209 SP:Iteration 103Q (2894.576568 sec): 3 clusters Score: Raw -4617662.909324 + Penalty 3422.636469 = -4614240.272855 nChanged 195 SP:Iteration 104Q (2894.669287 sec): 3 clusters Score: Raw -4617696.693737 + Penalty 3422.636469 = -4614274.057268 nChanged 185 SP:Iteration 105Q (2894.768120 sec): 3 clusters Score: Raw -4617727.770010 + Penalty 3422.636469 = -4614305.133541 nChanged 165 SP:Iteration 106Q (2894.859260 sec): 3 clusters Score: Raw -4617755.226511 + Penalty 3422.636469 = -4614332.590042 nChanged 172 SP:Iteration 107Q (2894.948698 sec): 3 clusters Score: Raw -4617785.463693 + Penalty 3422.636469 = -4614362.827225 nChanged 173 SP:Iteration 108Q (2895.040295 sec): 3 clusters Score: Raw -4617817.907330 + Penalty 3422.636469 = -4614395.270862 nChanged 164 SP:Iteration 109Q (2895.113978 sec): 3 clusters Score: Raw -4617847.232318 + Penalty 3422.636469 = -4614424.595849 nChanged 155 SP:Iteration 110Q (2895.174538 sec): 3 clusters Score: Raw -4617869.883115 + Penalty 3422.636469 = -4614447.246646 nChanged 111 SP:Iteration 111Q (2895.238066 sec): 3 clusters Score: Raw -4617884.951003 + Penalty 3422.636469 = -4614462.314535 nChanged 112 SP:Iteration 112Q (2895.301911 sec): 3 clusters Score: Raw -4617902.302111 + Penalty 3422.636469 = -4614479.665643 nChanged 114 SP:Iteration 113Q (2895.362485 sec): 3 clusters Score: Raw -4617922.000288 + Penalty 3422.636469 = -4614499.363819 nChanged 108 SP:Iteration 114Q (2895.430121 sec): 3 clusters Score: Raw -4617942.364045 + Penalty 3422.636469 = -4614519.727576 nChanged 112 SP:Iteration 115Q (2895.493196 sec): 3 clusters Score: Raw -4617959.008361 + Penalty 3422.636469 = -4614536.371893 nChanged 106 SP:Iteration 116Q (2895.553885 sec): 3 clusters Score: Raw -4617975.694638 + Penalty 3422.636469 = -4614553.058170 nChanged 93 SP:Iteration 117Q (2895.620060 sec): 3 clusters Score: Raw -4617991.465917 + Penalty 3422.636469 = -4614568.829449 nChanged 72 SP:Iteration 118Q (2895.679785 sec): 3 clusters Score: Raw -4618002.508855 + Penalty 3422.636469 = -4614579.872386 nChanged 58 SP:Iteration 119Q (2895.767942 sec): 3 clusters Score: Raw -4618012.052883 + Penalty 3422.636469 = -4614589.416414 nChanged 65 SP:Iteration 120F (2895.861312 sec): 3 clusters Score: Raw -4618022.730624 + Penalty 3422.636469 = -4614600.094156 nChanged 63 SP:Iteration 121Q (2895.949536 sec): 3 clusters Score: Raw -4618032.699902 + Penalty 3422.636469 = -4614610.063433 nChanged 64 SP:Iteration 122Q (2896.050500 sec): 3 clusters Score: Raw -4618040.244540 + Penalty 3422.636469 = -4614617.608071 nChanged 48 SP:Iteration 123Q (2896.142761 sec): 3 clusters Score: Raw -4618045.921116 + Penalty 3422.636469 = -4614623.284648 nChanged 45 SP:Iteration 124Q (2896.237203 sec): 3 clusters Score: Raw -4618051.292725 + Penalty 3422.636469 = -4614628.656257 nChanged 55 SP:Iteration 125Q (2896.333711 sec): 3 clusters Score: Raw -4618057.902677 + Penalty 3422.636469 = -4614635.266209 nChanged 44 SP:Iteration 126Q (2896.423856 sec): 3 clusters Score: Raw -4618062.186249 + Penalty 3422.636469 = -4614639.549781 nChanged 34 SP:Iteration 127Q (2896.515462 sec): 3 clusters Score: Raw -4618065.486758 + Penalty 3422.636469 = -4614642.850289 nChanged 29 SP:Iteration 128Q (2896.611064 sec): 3 clusters Score: Raw -4618068.657706 + Penalty 3422.636469 = -4614646.021238 nChanged 34 SP:Iteration 129Q (2896.694390 sec): 3 clusters Score: Raw -4618072.238583 + Penalty 3422.636469 = -4614649.602114 nChanged 26 SP:Iteration 130Q (2896.780972 sec): 3 clusters Score: Raw -4618074.798397 + Penalty 3422.636469 = -4614652.161929 nChanged 20 SP:Iteration 131Q (2896.875811 sec): 3 clusters Score: Raw -4618076.808541 + Penalty 3422.636469 = -4614654.172072 nChanged 20 SP:Iteration 132Q (2896.963067 sec): 3 clusters Score: Raw -4618078.842659 + Penalty 3422.636469 = -4614656.206190 nChanged 23 SP:Iteration 133Q (2897.055417 sec): 3 clusters Score: Raw -4618081.306482 + Penalty 3422.636469 = -4614658.670014 nChanged 18 SP:Iteration 134Q (2897.122871 sec): 3 clusters Score: Raw -4618083.325286 + Penalty 3422.636469 = -4614660.688817 nChanged 21 SP:Iteration 135Q (2897.184619 sec): 3 clusters Score: Raw -4618085.043108 + Penalty 3422.636469 = -4614662.406640 nChanged 16 SP:Iteration 136Q (2897.248588 sec): 3 clusters Score: Raw -4618086.328114 + Penalty 3422.636469 = -4614663.691645 nChanged 15 SP:Iteration 137Q (2897.320928 sec): 3 clusters Score: Raw -4618087.773416 + Penalty 3422.636469 = -4614665.136947 nChanged 13 SP:Iteration 138Q (2897.384158 sec): 3 clusters Score: Raw -4618089.129840 + Penalty 3422.636469 = -4614666.493372 nChanged 15 SP:Iteration 139Q (2897.466516 sec): 3 clusters Score: Raw -4618090.576813 + Penalty 3422.636469 = -4614667.940344 nChanged 13 SP:Iteration 140F (2897.535247 sec): 3 clusters Score: Raw -4618091.556607 + Penalty 3422.636469 = -4614668.920138 nChanged 10 SP:Iteration 141Q (2897.631001 sec): 3 clusters Score: Raw -4618092.659213 + Penalty 3422.636469 = -4614670.022744 nChanged 13 SP:Iteration 142Q (2897.722352 sec): 3 clusters Score: Raw -4618093.863160 + Penalty 3422.636469 = -4614671.226691 nChanged 11 SP:Iteration 143Q (2897.812482 sec): 3 clusters Score: Raw -4618095.075114 + Penalty 3422.636469 = -4614672.438645 nChanged 14 SP:Iteration 144Q (2897.901161 sec): 3 clusters Score: Raw -4618096.750621 + Penalty 3422.636469 = -4614674.114152 nChanged 14 SP:Iteration 145Q (2897.993485 sec): 3 clusters Score: Raw -4618098.407728 + Penalty 3422.636469 = -4614675.771260 nChanged 14 SP:Iteration 146Q (2898.076327 sec): 3 clusters Score: Raw -4618099.463950 + Penalty 3422.636469 = -4614676.827481 nChanged 8 SP:Iteration 147Q (2898.155483 sec): 3 clusters Score: Raw -4618100.149102 + Penalty 3422.636469 = -4614677.512633 nChanged 5 SP:Iteration 148Q (2898.242447 sec): 3 clusters Score: Raw -4618100.714210 + Penalty 3422.636469 = -4614678.077742 nChanged 7 SP:Iteration 149Q (2898.340488 sec): 3 clusters Score: Raw -4618101.326280 + Penalty 3422.636469 = -4614678.689812 nChanged 5 SP:Iteration 150Q (2898.437021 sec): 3 clusters Score: Raw -4618101.852088 + Penalty 3422.636469 = -4614679.215620 nChanged 8 SP:Iteration 151Q (2898.533429 sec): 3 clusters Score: Raw -4618102.553776 + Penalty 3422.636469 = -4614679.917308 nChanged 3 SP:Iteration 152Q (2898.629212 sec): 3 clusters Score: Raw -4618102.741602 + Penalty 3422.636469 = -4614680.105133 nChanged 2 SP:Iteration 153Q (2898.725985 sec): 3 clusters Score: Raw -4618102.869676 + Penalty 3422.636469 = -4614680.233208 nChanged 1 SP:Iteration 154Q (2898.821827 sec): 3 clusters Score: Raw -4618103.001514 + Penalty 3422.636469 = -4614680.365046 nChanged 1 SP:Iteration 155Q (2898.919302 sec): 3 clusters Score: Raw -4618103.056835 + Penalty 3422.636469 = -4614680.420367 nChanged 1 SP:Iteration 156Q (2899.011675 sec): 3 clusters Score: Raw -4618103.137614 + Penalty 3422.636469 = -4614680.501145 nChanged 2 SP:Iteration 157Q (2899.096985 sec): 3 clusters Score: Raw -4618103.276928 + Penalty 3422.636469 = -4614680.640460 nChanged 3 SP:Iteration 158Q (2899.194521 sec): 3 clusters Score: Raw -4618103.460501 + Penalty 3422.636469 = -4614680.824032 nChanged 2 SP:Iteration 159Q (2899.288377 sec): 3 clusters Score: Raw -4618103.718260 + Penalty 3422.636469 = -4614681.081791 nChanged 3 SP:Iteration 160F (2899.382476 sec): 3 clusters Score: Raw -4618103.897153 + Penalty 3422.636469 = -4614681.260684 nChanged 0 Trying to split cluster 17 (5242 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2899.407716 sec): 2 clusters Score: Raw -670371.094825 + Penalty 1391.724487 = -668979.370337 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2899.458648 sec): 3 clusters Score: Raw -667616.499395 + Penalty 2783.448975 = -664833.050421 nChanged 2145 SP:Iteration 1F (2899.508236 sec): 3 clusters Score: Raw -668752.650888 + Penalty 2783.448975 = -665969.201913 nChanged 387 SP:Iteration 2F (2899.558279 sec): 3 clusters Score: Raw -668950.381046 + Penalty 2783.448975 = -666166.932071 nChanged 307 SP:Iteration 3F (2899.608931 sec): 3 clusters Score: Raw -669115.441708 + Penalty 2783.448975 = -666331.992733 nChanged 237 SP:Iteration 4Q (2899.653988 sec): 3 clusters Score: Raw -669253.115063 + Penalty 2783.448975 = -666469.666089 nChanged 221 SP:Iteration 5Q (2899.716112 sec): 3 clusters Score: Raw -669363.293025 + Penalty 2783.448975 = -666579.844050 nChanged 182 SP:Iteration 6Q (2899.756781 sec): 3 clusters Score: Raw -669473.511892 + Penalty 2783.448975 = -666690.062917 nChanged 187 SP:Iteration 7Q (2899.810389 sec): 3 clusters Score: Raw -669590.824487 + Penalty 2783.448975 = -666807.375513 nChanged 160 SP:Iteration 8Q (2899.861754 sec): 3 clusters Score: Raw -669702.651510 + Penalty 2783.448975 = -666919.202535 nChanged 180 SP:Iteration 9Q (2899.915278 sec): 3 clusters Score: Raw -669860.340730 + Penalty 2783.448975 = -667076.891755 nChanged 200 SP:Iteration 10Q (2899.971486 sec): 3 clusters Score: Raw -670075.951486 + Penalty 2783.448975 = -667292.502511 nChanged 205 SP:Iteration 11Q (2900.029017 sec): 3 clusters Score: Raw -670294.384821 + Penalty 2783.448975 = -667510.935846 nChanged 205 SP:Iteration 12Q (2900.085572 sec): 3 clusters Score: Raw -670521.049851 + Penalty 2783.448975 = -667737.600876 nChanged 215 SP:Iteration 13Q (2900.140951 sec): 3 clusters Score: Raw -670680.702781 + Penalty 2783.448975 = -667897.253806 nChanged 190 SP:Iteration 14Q (2900.196183 sec): 3 clusters Score: Raw -670787.197396 + Penalty 2783.448975 = -668003.748421 nChanged 142 SP:Iteration 15Q (2900.252500 sec): 3 clusters Score: Raw -670862.764284 + Penalty 2783.448975 = -668079.315309 nChanged 141 SP:Iteration 16Q (2900.309717 sec): 3 clusters Score: Raw -670923.663014 + Penalty 2783.448975 = -668140.214040 nChanged 103 SP:Iteration 17Q (2900.365967 sec): 3 clusters Score: Raw -670963.810875 + Penalty 2783.448975 = -668180.361900 nChanged 77 SP:Iteration 18Q (2900.420865 sec): 3 clusters Score: Raw -670998.721420 + Penalty 2783.448975 = -668215.272445 nChanged 70 SP:Iteration 19Q (2900.488257 sec): 3 clusters Score: Raw -671027.616174 + Penalty 2783.448975 = -668244.167199 nChanged 70 SP:Iteration 20F (2900.532831 sec): 3 clusters Score: Raw -671052.219670 + Penalty 2783.448975 = -668268.770695 nChanged 51 SP:Iteration 21Q (2900.589312 sec): 3 clusters Score: Raw -671069.560569 + Penalty 2783.448975 = -668286.111594 nChanged 43 SP:Iteration 22Q (2900.638327 sec): 3 clusters Score: Raw -671083.762031 + Penalty 2783.448975 = -668300.313056 nChanged 42 SP:Iteration 23Q (2900.692854 sec): 3 clusters Score: Raw -671098.513112 + Penalty 2783.448975 = -668315.064137 nChanged 42 SP:Iteration 24Q (2900.748520 sec): 3 clusters Score: Raw -671110.886765 + Penalty 2783.448975 = -668327.437790 nChanged 29 SP:Iteration 25Q (2900.800736 sec): 3 clusters Score: Raw -671121.458695 + Penalty 2783.448975 = -668338.009720 nChanged 21 SP:Iteration 26Q (2900.857497 sec): 3 clusters Score: Raw -671125.956237 + Penalty 2783.448975 = -668342.507262 nChanged 14 SP:Iteration 27Q (2900.913371 sec): 3 clusters Score: Raw -671128.190136 + Penalty 2783.448975 = -668344.741161 nChanged 11 SP:Iteration 28Q (2900.969977 sec): 3 clusters Score: Raw -671130.362020 + Penalty 2783.448975 = -668346.913045 nChanged 11 SP:Iteration 29Q (2901.027344 sec): 3 clusters Score: Raw -671132.513911 + Penalty 2783.448975 = -668349.064937 nChanged 14 SP:Iteration 30Q (2901.083092 sec): 3 clusters Score: Raw -671135.914115 + Penalty 2783.448975 = -668352.465140 nChanged 17 SP:Iteration 31Q (2901.139758 sec): 3 clusters Score: Raw -671139.308742 + Penalty 2783.448975 = -668355.859767 nChanged 13 SP:Iteration 32Q (2901.196021 sec): 3 clusters Score: Raw -671143.314831 + Penalty 2783.448975 = -668359.865857 nChanged 19 SP:Iteration 33Q (2901.251719 sec): 3 clusters Score: Raw -671149.555975 + Penalty 2783.448975 = -668366.107001 nChanged 21 SP:Iteration 34Q (2901.307984 sec): 3 clusters Score: Raw -671155.929806 + Penalty 2783.448975 = -668372.480832 nChanged 20 SP:Iteration 35Q (2901.364541 sec): 3 clusters Score: Raw -671161.467630 + Penalty 2783.448975 = -668378.018655 nChanged 19 SP:Iteration 36Q (2901.415967 sec): 3 clusters Score: Raw -671166.297628 + Penalty 2783.448975 = -668382.848654 nChanged 20 SP:Iteration 37Q (2901.469757 sec): 3 clusters Score: Raw -671172.111788 + Penalty 2783.448975 = -668388.662814 nChanged 18 SP:Iteration 38Q (2901.525295 sec): 3 clusters Score: Raw -671175.794877 + Penalty 2783.448975 = -668392.345903 nChanged 12 SP:Iteration 39Q (2901.577011 sec): 3 clusters Score: Raw -671178.403303 + Penalty 2783.448975 = -668394.954329 nChanged 15 SP:Iteration 40F (2901.634227 sec): 3 clusters Score: Raw -671184.962135 + Penalty 2783.448975 = -668401.513160 nChanged 19 SP:Iteration 41Q (2901.690166 sec): 3 clusters Score: Raw -671192.146199 + Penalty 2783.448975 = -668408.697224 nChanged 21 SP:Iteration 42Q (2901.742599 sec): 3 clusters Score: Raw -671198.095492 + Penalty 2783.448975 = -668414.646518 nChanged 16 SP:Iteration 43Q (2901.791907 sec): 3 clusters Score: Raw -671202.147918 + Penalty 2783.448975 = -668418.698943 nChanged 13 SP:Iteration 44Q (2901.843160 sec): 3 clusters Score: Raw -671204.460630 + Penalty 2783.448975 = -668421.011655 nChanged 7 SP:Iteration 45Q (2901.902788 sec): 3 clusters Score: Raw -671205.504932 + Penalty 2783.448975 = -668422.055958 nChanged 6 SP:Iteration 46Q (2901.956319 sec): 3 clusters Score: Raw -671206.751805 + Penalty 2783.448975 = -668423.302830 nChanged 3 SP:Iteration 47Q (2901.999124 sec): 3 clusters Score: Raw -671207.184884 + Penalty 2783.448975 = -668423.735909 nChanged 4 SP:Iteration 48Q (2902.054993 sec): 3 clusters Score: Raw -671208.496182 + Penalty 2783.448975 = -668425.047208 nChanged 3 SP:Iteration 49Q (2902.110899 sec): 3 clusters Score: Raw -671209.000468 + Penalty 2783.448975 = -668425.551493 nChanged 2 SP:Iteration 50Q (2902.130286 sec): 3 clusters Score: Raw -671209.467037 + Penalty 2783.448975 = -668426.018062 nChanged 3 SP:Iteration 51Q (2902.150772 sec): 3 clusters Score: Raw -671210.036372 + Penalty 2783.448975 = -668426.587398 nChanged 5 SP:Iteration 52Q (2902.171511 sec): 3 clusters Score: Raw -671210.861306 + Penalty 2783.448975 = -668427.412331 nChanged 5 SP:Iteration 53Q (2902.192192 sec): 3 clusters Score: Raw -671211.694273 + Penalty 2783.448975 = -668428.245298 nChanged 4 SP:Iteration 54Q (2902.212800 sec): 3 clusters Score: Raw -671212.053364 + Penalty 2783.448975 = -668428.604389 nChanged 2 SP:Iteration 55Q (2902.233396 sec): 3 clusters Score: Raw -671212.460756 + Penalty 2783.448975 = -668429.011782 nChanged 4 SP:Iteration 56Q (2902.253910 sec): 3 clusters Score: Raw -671213.019663 + Penalty 2783.448975 = -668429.570689 nChanged 3 SP:Iteration 57Q (2902.280351 sec): 3 clusters Score: Raw -671213.607536 + Penalty 2783.448975 = -668430.158562 nChanged 3 SP:Iteration 58Q (2902.300389 sec): 3 clusters Score: Raw -671214.219606 + Penalty 2783.448975 = -668430.770631 nChanged 2 SP:Iteration 59Q (2902.320230 sec): 3 clusters Score: Raw -671214.685197 + Penalty 2783.448975 = -668431.236222 nChanged 3 SP:Iteration 60F (2902.340866 sec): 3 clusters Score: Raw -671215.394296 + Penalty 2783.448975 = -668431.945322 nChanged 3 SP:Iteration 61Q (2902.361571 sec): 3 clusters Score: Raw -671215.779839 + Penalty 2783.448975 = -668432.330864 nChanged 2 SP:Iteration 62Q (2902.382168 sec): 3 clusters Score: Raw -671216.689723 + Penalty 2783.448975 = -668433.240749 nChanged 3 SP:Iteration 63Q (2902.402667 sec): 3 clusters Score: Raw -671217.145263 + Penalty 2783.448975 = -668433.696288 nChanged 2 SP:Iteration 64Q (2902.423431 sec): 3 clusters Score: Raw -671217.510773 + Penalty 2783.448975 = -668434.061798 nChanged 4 SP:Iteration 65Q (2902.443876 sec): 3 clusters Score: Raw -671218.330187 + Penalty 2783.448975 = -668434.881212 nChanged 5 SP:Iteration 66Q (2902.464581 sec): 3 clusters Score: Raw -671219.333162 + Penalty 2783.448975 = -668435.884187 nChanged 3 SP:Iteration 67Q (2902.490881 sec): 3 clusters Score: Raw -671220.213665 + Penalty 2783.448975 = -668436.764690 nChanged 4 SP:Iteration 68Q (2902.511109 sec): 3 clusters Score: Raw -671221.559042 + Penalty 2783.448975 = -668438.110068 nChanged 8 SP:Iteration 69Q (2902.531075 sec): 3 clusters Score: Raw -671223.850187 + Penalty 2783.448975 = -668440.401212 nChanged 11 SP:Iteration 70Q (2902.555863 sec): 3 clusters Score: Raw -671226.205192 + Penalty 2783.448975 = -668442.756218 nChanged 15 SP:Iteration 71Q (2902.576100 sec): 3 clusters Score: Raw -671230.154928 + Penalty 2783.448975 = -668446.705954 nChanged 7 SP:Iteration 72Q (2902.596052 sec): 3 clusters Score: Raw -671231.991556 + Penalty 2783.448975 = -668448.542581 nChanged 9 SP:Iteration 73Q (2902.622476 sec): 3 clusters Score: Raw -671233.477612 + Penalty 2783.448975 = -668450.028637 nChanged 6 SP:Iteration 74Q (2902.665188 sec): 3 clusters Score: Raw -671234.651910 + Penalty 2783.448975 = -668451.202935 nChanged 2 SP:Iteration 75Q (2902.685147 sec): 3 clusters Score: Raw -671234.928146 + Penalty 2783.448975 = -668451.479172 nChanged 1 SP:Iteration 76Q (2902.705131 sec): 3 clusters Score: Raw -671235.027960 + Penalty 2783.448975 = -668451.578985 nChanged 0 SP:Iteration 77F (2902.731230 sec): 3 clusters Score: Raw -671235.027960 + Penalty 2783.448975 = -668451.578985 nChanged 0 Trying to split cluster 18 (403 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2902.749114 sec): 2 clusters Score: Raw -43308.595300 + Penalty 974.827191 = -42333.768109 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2902.751964 sec): 3 clusters Score: Raw -43428.176568 + Penalty 1949.654383 = -41478.522185 nChanged 103 SP:Iteration 1F (2902.754512 sec): 3 clusters Score: Raw -43577.046288 + Penalty 1949.654383 = -41627.391906 nChanged 29 SP:Iteration 2F (2902.757062 sec): 3 clusters Score: Raw -43643.484935 + Penalty 1949.654383 = -41693.830552 nChanged 16 SP:Iteration 3Q (2902.766776 sec): 3 clusters Score: Raw -43675.782929 + Penalty 1949.654383 = -41726.128546 nChanged 9 SP:Iteration 4Q (2902.769280 sec): 3 clusters Score: Raw -43689.774067 + Penalty 1949.654383 = -41740.119684 nChanged 2 SP:Iteration 5Q (2902.771767 sec): 3 clusters Score: Raw -43691.246434 + Penalty 1949.654383 = -41741.592051 nChanged 0 SP:Iteration 6F (2902.774294 sec): 3 clusters Score: Raw -43691.246434 + Penalty 1949.654383 = -41741.592051 nChanged 0 Trying to split cluster 19 (12800 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2902.805364 sec): 2 clusters Score: Raw -1602533.868557 + Penalty 1536.795073 = -1600997.073483 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2902.842847 sec): 3 clusters Score: Raw -1595210.409388 + Penalty 3073.590146 = -1592136.819242 nChanged 5576 SP:Iteration 1F (2902.874883 sec): 3 clusters Score: Raw -1598317.228165 + Penalty 3073.590146 = -1595243.638019 nChanged 898 SP:Iteration 2F (2902.907648 sec): 3 clusters Score: Raw -1598819.364093 + Penalty 3073.590146 = -1595745.773947 nChanged 877 SP:Iteration 3F (2902.945535 sec): 3 clusters Score: Raw -1599400.406046 + Penalty 3073.590146 = -1596326.815900 nChanged 912 SP:Iteration 4F (2902.983018 sec): 3 clusters Score: Raw -1600051.126850 + Penalty 3073.590146 = -1596977.536704 nChanged 840 SP:Iteration 5F (2903.020823 sec): 3 clusters Score: Raw -1600624.898669 + Penalty 3073.590146 = -1597551.308523 nChanged 720 SP:Iteration 6F (2903.059485 sec): 3 clusters Score: Raw -1601062.440191 + Penalty 3073.590146 = -1597988.850045 nChanged 599 SP:Iteration 7Q (2903.098300 sec): 3 clusters Score: Raw -1601417.516632 + Penalty 3073.590146 = -1598343.926486 nChanged 487 SP:Iteration 8Q (2903.143223 sec): 3 clusters Score: Raw -1601650.061092 + Penalty 3073.590146 = -1598576.470946 nChanged 391 SP:Iteration 9Q (2903.175094 sec): 3 clusters Score: Raw -1601818.166575 + Penalty 3073.590146 = -1598744.576429 nChanged 284 SP:Iteration 10Q (2903.207049 sec): 3 clusters Score: Raw -1601928.977032 + Penalty 3073.590146 = -1598855.386886 nChanged 221 SP:Iteration 11Q (2903.244998 sec): 3 clusters Score: Raw -1601996.660161 + Penalty 3073.590146 = -1598923.070015 nChanged 173 SP:Iteration 12Q (2903.283400 sec): 3 clusters Score: Raw -1602042.510648 + Penalty 3073.590146 = -1598968.920502 nChanged 135 SP:Iteration 13Q (2903.318661 sec): 3 clusters Score: Raw -1602071.745677 + Penalty 3073.590146 = -1598998.155531 nChanged 104 SP:Iteration 14Q (2903.355665 sec): 3 clusters Score: Raw -1602095.529420 + Penalty 3073.590146 = -1599021.939274 nChanged 89 SP:Iteration 15Q (2903.406268 sec): 3 clusters Score: Raw -1602116.074371 + Penalty 3073.590146 = -1599042.484225 nChanged 101 SP:Iteration 16Q (2903.457458 sec): 3 clusters Score: Raw -1602140.519747 + Penalty 3073.590146 = -1599066.929601 nChanged 97 SP:Iteration 17Q (2903.506352 sec): 3 clusters Score: Raw -1602172.834455 + Penalty 3073.590146 = -1599099.244309 nChanged 117 SP:Iteration 18Q (2903.539271 sec): 3 clusters Score: Raw -1602216.218076 + Penalty 3073.590146 = -1599142.627929 nChanged 134 SP:Iteration 19Q (2903.602577 sec): 3 clusters Score: Raw -1602267.791820 + Penalty 3073.590146 = -1599194.201674 nChanged 145 SP:Iteration 20F (2903.640959 sec): 3 clusters Score: Raw -1602346.579211 + Penalty 3073.590146 = -1599272.989065 nChanged 178 SP:Iteration 21Q (2903.694087 sec): 3 clusters Score: Raw -1602453.438049 + Penalty 3073.590146 = -1599379.847902 nChanged 182 SP:Iteration 22Q (2903.738942 sec): 3 clusters Score: Raw -1602594.510008 + Penalty 3073.590146 = -1599520.919861 nChanged 183 SP:Iteration 23Q (2903.784609 sec): 3 clusters Score: Raw -1602739.460695 + Penalty 3073.590146 = -1599665.870548 nChanged 180 SP:Iteration 24Q (2903.816910 sec): 3 clusters Score: Raw -1602855.983369 + Penalty 3073.590146 = -1599782.393223 nChanged 151 SP:Iteration 25Q (2903.855283 sec): 3 clusters Score: Raw -1602928.946366 + Penalty 3073.590146 = -1599855.356220 nChanged 124 SP:Iteration 26Q (2903.893753 sec): 3 clusters Score: Raw -1602979.236302 + Penalty 3073.590146 = -1599905.646156 nChanged 89 SP:Iteration 27Q (2903.925479 sec): 3 clusters Score: Raw -1603010.578882 + Penalty 3073.590146 = -1599936.988735 nChanged 79 SP:Iteration 28Q (2903.956428 sec): 3 clusters Score: Raw -1603037.200165 + Penalty 3073.590146 = -1599963.610018 nChanged 74 SP:Iteration 29Q (2903.987170 sec): 3 clusters Score: Raw -1603062.023035 + Penalty 3073.590146 = -1599988.432889 nChanged 65 SP:Iteration 30Q (2904.024596 sec): 3 clusters Score: Raw -1603080.382535 + Penalty 3073.590146 = -1600006.792389 nChanged 48 SP:Iteration 31Q (2904.055112 sec): 3 clusters Score: Raw -1603089.771738 + Penalty 3073.590146 = -1600016.181592 nChanged 46 SP:Iteration 32Q (2904.090533 sec): 3 clusters Score: Raw -1603099.987749 + Penalty 3073.590146 = -1600026.397603 nChanged 37 SP:Iteration 33Q (2904.122978 sec): 3 clusters Score: Raw -1603108.469422 + Penalty 3073.590146 = -1600034.879275 nChanged 38 SP:Iteration 34Q (2904.160409 sec): 3 clusters Score: Raw -1603118.146232 + Penalty 3073.590146 = -1600044.556086 nChanged 34 SP:Iteration 35Q (2904.190669 sec): 3 clusters Score: Raw -1603126.289021 + Penalty 3073.590146 = -1600052.698875 nChanged 30 SP:Iteration 36Q (2904.227258 sec): 3 clusters Score: Raw -1603133.726893 + Penalty 3073.590146 = -1600060.136747 nChanged 31 SP:Iteration 37Q (2904.263255 sec): 3 clusters Score: Raw -1603139.413017 + Penalty 3073.590146 = -1600065.822871 nChanged 28 SP:Iteration 38Q (2904.295978 sec): 3 clusters Score: Raw -1603144.796508 + Penalty 3073.590146 = -1600071.206362 nChanged 33 SP:Iteration 39Q (2904.360212 sec): 3 clusters Score: Raw -1603150.720247 + Penalty 3073.590146 = -1600077.130101 nChanged 28 SP:Iteration 40F (2904.399741 sec): 3 clusters Score: Raw -1603155.946489 + Penalty 3073.590146 = -1600082.356343 nChanged 22 SP:Iteration 41Q (2904.430858 sec): 3 clusters Score: Raw -1603160.232327 + Penalty 3073.590146 = -1600086.642181 nChanged 25 SP:Iteration 42Q (2904.460765 sec): 3 clusters Score: Raw -1603164.347049 + Penalty 3073.590146 = -1600090.756903 nChanged 18 SP:Iteration 43Q (2904.497396 sec): 3 clusters Score: Raw -1603168.126016 + Penalty 3073.590146 = -1600094.535870 nChanged 24 SP:Iteration 44Q (2904.529002 sec): 3 clusters Score: Raw -1603173.297609 + Penalty 3073.590146 = -1600099.707463 nChanged 29 SP:Iteration 45Q (2904.558930 sec): 3 clusters Score: Raw -1603179.361785 + Penalty 3073.590146 = -1600105.771639 nChanged 23 SP:Iteration 46Q (2904.592443 sec): 3 clusters Score: Raw -1603184.484952 + Penalty 3073.590146 = -1600110.894806 nChanged 22 SP:Iteration 47Q (2904.646249 sec): 3 clusters Score: Raw -1603189.209931 + Penalty 3073.590146 = -1600115.619785 nChanged 26 SP:Iteration 48Q (2904.675662 sec): 3 clusters Score: Raw -1603194.461718 + Penalty 3073.590146 = -1600120.871572 nChanged 18 SP:Iteration 49Q (2904.710845 sec): 3 clusters Score: Raw -1603197.703517 + Penalty 3073.590146 = -1600124.113371 nChanged 10 SP:Iteration 50Q (2904.741713 sec): 3 clusters Score: Raw -1603198.567229 + Penalty 3073.590146 = -1600124.977083 nChanged 11 SP:Iteration 51Q (2904.771247 sec): 3 clusters Score: Raw -1603199.659379 + Penalty 3073.590146 = -1600126.069233 nChanged 7 SP:Iteration 52Q (2904.807101 sec): 3 clusters Score: Raw -1603201.362287 + Penalty 3073.590146 = -1600127.772141 nChanged 8 SP:Iteration 53Q (2904.845336 sec): 3 clusters Score: Raw -1603202.846548 + Penalty 3073.590146 = -1600129.256402 nChanged 8 SP:Iteration 54Q (2904.881937 sec): 3 clusters Score: Raw -1603203.959824 + Penalty 3073.590146 = -1600130.369678 nChanged 6 SP:Iteration 55Q (2904.911614 sec): 3 clusters Score: Raw -1603204.437093 + Penalty 3073.590146 = -1600130.846947 nChanged 4 SP:Iteration 56Q (2904.941202 sec): 3 clusters Score: Raw -1603204.837984 + Penalty 3073.590146 = -1600131.247837 nChanged 1 SP:Iteration 57Q (2904.984405 sec): 3 clusters Score: Raw -1603204.925761 + Penalty 3073.590146 = -1600131.335614 nChanged 2 SP:Iteration 58Q (2905.040971 sec): 3 clusters Score: Raw -1603205.141052 + Penalty 3073.590146 = -1600131.550906 nChanged 1 SP:Iteration 59Q (2905.106300 sec): 3 clusters Score: Raw -1603205.164748 + Penalty 3073.590146 = -1600131.574602 nChanged 0 SP:Iteration 60F (2905.174074 sec): 3 clusters Score: Raw -1603205.164748 + Penalty 3073.590146 = -1600131.574602 nChanged 0 Trying to split cluster 20 (11741 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2905.211580 sec): 2 clusters Score: Raw -1348238.454336 + Penalty 1522.761869 = -1346715.692468 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2905.281892 sec): 3 clusters Score: Raw -1341548.184917 + Penalty 3045.523737 = -1338502.661180 nChanged 5146 SP:Iteration 1F (2905.349066 sec): 3 clusters Score: Raw -1344448.606052 + Penalty 3045.523737 = -1341403.082315 nChanged 943 SP:Iteration 2F (2905.413256 sec): 3 clusters Score: Raw -1345070.825458 + Penalty 3045.523737 = -1342025.301721 nChanged 865 SP:Iteration 3F (2905.481148 sec): 3 clusters Score: Raw -1345692.768731 + Penalty 3045.523737 = -1342647.244993 nChanged 782 SP:Iteration 4F (2905.550158 sec): 3 clusters Score: Raw -1346266.835986 + Penalty 3045.523737 = -1343221.312249 nChanged 744 SP:Iteration 5F (2905.619045 sec): 3 clusters Score: Raw -1346797.677930 + Penalty 3045.523737 = -1343752.154193 nChanged 660 SP:Iteration 6F (2905.688396 sec): 3 clusters Score: Raw -1347250.198511 + Penalty 3045.523737 = -1344204.674773 nChanged 538 SP:Iteration 7Q (2905.753111 sec): 3 clusters Score: Raw -1347648.975859 + Penalty 3045.523737 = -1344603.452122 nChanged 479 SP:Iteration 8Q (2905.815531 sec): 3 clusters Score: Raw -1347963.054507 + Penalty 3045.523737 = -1344917.530770 nChanged 403 SP:Iteration 9Q (2905.871816 sec): 3 clusters Score: Raw -1348226.685495 + Penalty 3045.523737 = -1345181.161758 nChanged 348 SP:Iteration 10Q (2905.942186 sec): 3 clusters Score: Raw -1348409.455679 + Penalty 3045.523737 = -1345363.931942 nChanged 285 SP:Iteration 11Q (2906.004968 sec): 3 clusters Score: Raw -1348543.460312 + Penalty 3045.523737 = -1345497.936574 nChanged 239 SP:Iteration 12Q (2906.058026 sec): 3 clusters Score: Raw -1348636.447079 + Penalty 3045.523737 = -1345590.923342 nChanged 213 SP:Iteration 13Q (2906.126727 sec): 3 clusters Score: Raw -1348724.024151 + Penalty 3045.523737 = -1345678.500414 nChanged 199 SP:Iteration 14Q (2906.195821 sec): 3 clusters Score: Raw -1348810.602223 + Penalty 3045.523737 = -1345765.078485 nChanged 199 SP:Iteration 15Q (2906.263377 sec): 3 clusters Score: Raw -1348898.274029 + Penalty 3045.523737 = -1345852.750291 nChanged 173 SP:Iteration 16Q (2906.318403 sec): 3 clusters Score: Raw -1348965.653811 + Penalty 3045.523737 = -1345920.130073 nChanged 147 SP:Iteration 17Q (2906.396926 sec): 3 clusters Score: Raw -1349022.960051 + Penalty 3045.523737 = -1345977.436314 nChanged 138 SP:Iteration 18Q (2906.452005 sec): 3 clusters Score: Raw -1349069.504508 + Penalty 3045.523737 = -1346023.980771 nChanged 115 SP:Iteration 19Q (2906.524843 sec): 3 clusters Score: Raw -1349102.167792 + Penalty 3045.523737 = -1346056.644055 nChanged 88 SP:Iteration 20F (2906.586410 sec): 3 clusters Score: Raw -1349123.140513 + Penalty 3045.523737 = -1346077.616776 nChanged 75 SP:Iteration 21Q (2906.653112 sec): 3 clusters Score: Raw -1349149.676750 + Penalty 3045.523737 = -1346104.153013 nChanged 72 SP:Iteration 22Q (2906.719535 sec): 3 clusters Score: Raw -1349171.716343 + Penalty 3045.523737 = -1346126.192605 nChanged 64 SP:Iteration 23Q (2906.797426 sec): 3 clusters Score: Raw -1349185.980650 + Penalty 3045.523737 = -1346140.456912 nChanged 62 SP:Iteration 24Q (2906.846433 sec): 3 clusters Score: Raw -1349198.328270 + Penalty 3045.523737 = -1346152.804533 nChanged 60 SP:Iteration 25Q (2906.906136 sec): 3 clusters Score: Raw -1349213.365661 + Penalty 3045.523737 = -1346167.841924 nChanged 52 SP:Iteration 26Q (2906.962694 sec): 3 clusters Score: Raw -1349229.564133 + Penalty 3045.523737 = -1346184.040396 nChanged 40 SP:Iteration 27Q (2907.022132 sec): 3 clusters Score: Raw -1349244.130081 + Penalty 3045.523737 = -1346198.606344 nChanged 45 SP:Iteration 28Q (2907.088668 sec): 3 clusters Score: Raw -1349255.987550 + Penalty 3045.523737 = -1346210.463813 nChanged 47 SP:Iteration 29Q (2907.155182 sec): 3 clusters Score: Raw -1349264.755857 + Penalty 3045.523737 = -1346219.232119 nChanged 37 SP:Iteration 30Q (2907.210957 sec): 3 clusters Score: Raw -1349276.456411 + Penalty 3045.523737 = -1346230.932674 nChanged 39 SP:Iteration 31Q (2907.271457 sec): 3 clusters Score: Raw -1349288.530725 + Penalty 3045.523737 = -1346243.006988 nChanged 39 SP:Iteration 32Q (2907.332477 sec): 3 clusters Score: Raw -1349296.533940 + Penalty 3045.523737 = -1346251.010203 nChanged 27 SP:Iteration 33Q (2907.394086 sec): 3 clusters Score: Raw -1349301.393428 + Penalty 3045.523737 = -1346255.869691 nChanged 27 SP:Iteration 34Q (2907.454988 sec): 3 clusters Score: Raw -1349305.934584 + Penalty 3045.523737 = -1346260.410847 nChanged 21 SP:Iteration 35Q (2907.516310 sec): 3 clusters Score: Raw -1349310.222921 + Penalty 3045.523737 = -1346264.699184 nChanged 30 SP:Iteration 36Q (2907.577720 sec): 3 clusters Score: Raw -1349316.268250 + Penalty 3045.523737 = -1346270.744512 nChanged 27 SP:Iteration 37Q (2907.638899 sec): 3 clusters Score: Raw -1349321.657410 + Penalty 3045.523737 = -1346276.133673 nChanged 31 SP:Iteration 38Q (2907.700316 sec): 3 clusters Score: Raw -1349328.118964 + Penalty 3045.523737 = -1346282.595226 nChanged 31 SP:Iteration 39Q (2907.761213 sec): 3 clusters Score: Raw -1349338.317745 + Penalty 3045.523737 = -1346292.794008 nChanged 44 SP:Iteration 40F (2907.826960 sec): 3 clusters Score: Raw -1349349.077587 + Penalty 3045.523737 = -1346303.553849 nChanged 29 SP:Iteration 41Q (2907.888966 sec): 3 clusters Score: Raw -1349356.445404 + Penalty 3045.523737 = -1346310.921667 nChanged 35 SP:Iteration 42Q (2907.949878 sec): 3 clusters Score: Raw -1349365.933258 + Penalty 3045.523737 = -1346320.409520 nChanged 29 SP:Iteration 43Q (2908.011862 sec): 3 clusters Score: Raw -1349372.100112 + Penalty 3045.523737 = -1346326.576375 nChanged 25 SP:Iteration 44Q (2908.071688 sec): 3 clusters Score: Raw -1349378.289767 + Penalty 3045.523737 = -1346332.766030 nChanged 33 SP:Iteration 45Q (2908.133247 sec): 3 clusters Score: Raw -1349387.436325 + Penalty 3045.523737 = -1346341.912587 nChanged 31 SP:Iteration 46Q (2908.202782 sec): 3 clusters Score: Raw -1349393.415744 + Penalty 3045.523737 = -1346347.892007 nChanged 37 SP:Iteration 47Q (2908.253214 sec): 3 clusters Score: Raw -1349401.409225 + Penalty 3045.523737 = -1346355.885488 nChanged 37 SP:Iteration 48Q (2908.320691 sec): 3 clusters Score: Raw -1349412.151359 + Penalty 3045.523737 = -1346366.627621 nChanged 34 SP:Iteration 49Q (2908.375496 sec): 3 clusters Score: Raw -1349420.068192 + Penalty 3045.523737 = -1346374.544455 nChanged 32 SP:Iteration 50Q (2908.421962 sec): 3 clusters Score: Raw -1349427.324564 + Penalty 3045.523737 = -1346381.800827 nChanged 36 SP:Iteration 51Q (2908.480170 sec): 3 clusters Score: Raw -1349434.390459 + Penalty 3045.523737 = -1346388.866721 nChanged 29 SP:Iteration 52Q (2908.546231 sec): 3 clusters Score: Raw -1349441.652986 + Penalty 3045.523737 = -1346396.129249 nChanged 32 SP:Iteration 53Q (2908.605774 sec): 3 clusters Score: Raw -1349448.941924 + Penalty 3045.523737 = -1346403.418187 nChanged 28 SP:Iteration 54Q (2908.657608 sec): 3 clusters Score: Raw -1349456.453460 + Penalty 3045.523737 = -1346410.929723 nChanged 29 SP:Iteration 55Q (2908.716261 sec): 3 clusters Score: Raw -1349466.197143 + Penalty 3045.523737 = -1346420.673406 nChanged 35 SP:Iteration 56Q (2908.783307 sec): 3 clusters Score: Raw -1349474.863852 + Penalty 3045.523737 = -1346429.340115 nChanged 26 SP:Iteration 57Q (2908.850797 sec): 3 clusters Score: Raw -1349480.866783 + Penalty 3045.523737 = -1346435.343045 nChanged 22 SP:Iteration 58Q (2908.916258 sec): 3 clusters Score: Raw -1349487.133366 + Penalty 3045.523737 = -1346441.609629 nChanged 21 SP:Iteration 59Q (2908.970083 sec): 3 clusters Score: Raw -1349492.142215 + Penalty 3045.523737 = -1346446.618478 nChanged 15 SP:Iteration 60F (2909.037956 sec): 3 clusters Score: Raw -1349495.636264 + Penalty 3045.523737 = -1346450.112527 nChanged 13 SP:Iteration 61Q (2909.103733 sec): 3 clusters Score: Raw -1349499.176572 + Penalty 3045.523737 = -1346453.652835 nChanged 18 SP:Iteration 62Q (2909.169334 sec): 3 clusters Score: Raw -1349503.190114 + Penalty 3045.523737 = -1346457.666377 nChanged 17 SP:Iteration 63Q (2909.230944 sec): 3 clusters Score: Raw -1349507.684069 + Penalty 3045.523737 = -1346462.160332 nChanged 25 SP:Iteration 64Q (2909.290384 sec): 3 clusters Score: Raw -1349512.740288 + Penalty 3045.523737 = -1346467.216551 nChanged 30 SP:Iteration 65Q (2909.356260 sec): 3 clusters Score: Raw -1349519.186421 + Penalty 3045.523737 = -1346473.662684 nChanged 31 SP:Iteration 66Q (2909.418772 sec): 3 clusters Score: Raw -1349527.181196 + Penalty 3045.523737 = -1346481.657459 nChanged 31 SP:Iteration 67Q (2909.484084 sec): 3 clusters Score: Raw -1349534.769802 + Penalty 3045.523737 = -1346489.246065 nChanged 30 SP:Iteration 68Q (2909.546965 sec): 3 clusters Score: Raw -1349542.201068 + Penalty 3045.523737 = -1346496.677330 nChanged 26 SP:Iteration 69Q (2909.612707 sec): 3 clusters Score: Raw -1349550.257018 + Penalty 3045.523737 = -1346504.733281 nChanged 25 SP:Iteration 70Q (2909.679231 sec): 3 clusters Score: Raw -1349559.434149 + Penalty 3045.523737 = -1346513.910411 nChanged 26 SP:Iteration 71Q (2909.736264 sec): 3 clusters Score: Raw -1349565.778841 + Penalty 3045.523737 = -1346520.255103 nChanged 20 SP:Iteration 72Q (2909.801961 sec): 3 clusters Score: Raw -1349571.962701 + Penalty 3045.523737 = -1346526.438963 nChanged 24 SP:Iteration 73Q (2909.866577 sec): 3 clusters Score: Raw -1349580.929521 + Penalty 3045.523737 = -1346535.405784 nChanged 35 SP:Iteration 74Q (2909.931835 sec): 3 clusters Score: Raw -1349594.357080 + Penalty 3045.523737 = -1346548.833343 nChanged 28 SP:Iteration 75Q (2909.998052 sec): 3 clusters Score: Raw -1349606.330324 + Penalty 3045.523737 = -1346560.806587 nChanged 25 SP:Iteration 76Q (2910.060758 sec): 3 clusters Score: Raw -1349613.425335 + Penalty 3045.523737 = -1346567.901597 nChanged 26 SP:Iteration 77Q (2910.124540 sec): 3 clusters Score: Raw -1349622.117570 + Penalty 3045.523737 = -1346576.593833 nChanged 21 SP:Iteration 78Q (2910.189717 sec): 3 clusters Score: Raw -1349628.348118 + Penalty 3045.523737 = -1346582.824381 nChanged 16 SP:Iteration 79Q (2910.248758 sec): 3 clusters Score: Raw -1349633.360079 + Penalty 3045.523737 = -1346587.836342 nChanged 19 SP:Iteration 80F (2910.318185 sec): 3 clusters Score: Raw -1349638.699721 + Penalty 3045.523737 = -1346593.175983 nChanged 21 SP:Iteration 81Q (2910.374903 sec): 3 clusters Score: Raw -1349643.617670 + Penalty 3045.523737 = -1346598.093933 nChanged 19 SP:Iteration 82Q (2910.434571 sec): 3 clusters Score: Raw -1349648.649408 + Penalty 3045.523737 = -1346603.125671 nChanged 13 SP:Iteration 83Q (2910.510573 sec): 3 clusters Score: Raw -1349652.088165 + Penalty 3045.523737 = -1346606.564428 nChanged 15 SP:Iteration 84Q (2910.563884 sec): 3 clusters Score: Raw -1349655.754597 + Penalty 3045.523737 = -1346610.230860 nChanged 11 SP:Iteration 85Q (2910.629910 sec): 3 clusters Score: Raw -1349658.129344 + Penalty 3045.523737 = -1346612.605607 nChanged 11 SP:Iteration 86Q (2910.697677 sec): 3 clusters Score: Raw -1349661.408705 + Penalty 3045.523737 = -1346615.884968 nChanged 8 SP:Iteration 87Q (2910.750393 sec): 3 clusters Score: Raw -1349663.590853 + Penalty 3045.523737 = -1346618.067115 nChanged 9 SP:Iteration 88Q (2910.815066 sec): 3 clusters Score: Raw -1349666.627817 + Penalty 3045.523737 = -1346621.104079 nChanged 15 SP:Iteration 89Q (2910.880004 sec): 3 clusters Score: Raw -1349670.836679 + Penalty 3045.523737 = -1346625.312942 nChanged 11 SP:Iteration 90Q (2910.946021 sec): 3 clusters Score: Raw -1349673.391637 + Penalty 3045.523737 = -1346627.867900 nChanged 7 SP:Iteration 91Q (2911.012673 sec): 3 clusters Score: Raw -1349674.862351 + Penalty 3045.523737 = -1346629.338614 nChanged 3 SP:Iteration 92Q (2911.088497 sec): 3 clusters Score: Raw -1349675.427972 + Penalty 3045.523737 = -1346629.904235 nChanged 2 SP:Iteration 93Q (2911.142004 sec): 3 clusters Score: Raw -1349675.902585 + Penalty 3045.523737 = -1346630.378848 nChanged 4 SP:Iteration 94Q (2911.207488 sec): 3 clusters Score: Raw -1349676.816194 + Penalty 3045.523737 = -1346631.292457 nChanged 4 SP:Iteration 95Q (2911.272984 sec): 3 clusters Score: Raw -1349679.001581 + Penalty 3045.523737 = -1346633.477843 nChanged 6 SP:Iteration 96Q (2911.338048 sec): 3 clusters Score: Raw -1349680.168483 + Penalty 3045.523737 = -1346634.644746 nChanged 5 SP:Iteration 97Q (2911.397070 sec): 3 clusters Score: Raw -1349681.605426 + Penalty 3045.523737 = -1346636.081688 nChanged 8 SP:Iteration 98Q (2911.453952 sec): 3 clusters Score: Raw -1349682.931150 + Penalty 3045.523737 = -1346637.407413 nChanged 6 SP:Iteration 99Q (2911.518813 sec): 3 clusters Score: Raw -1349684.209876 + Penalty 3045.523737 = -1346638.686139 nChanged 3 SP:Iteration 100F (2911.581089 sec): 3 clusters Score: Raw -1349684.884483 + Penalty 3045.523737 = -1346639.360746 nChanged 5 SP:Iteration 101Q (2911.640824 sec): 3 clusters Score: Raw -1349686.041171 + Penalty 3045.523737 = -1346640.517433 nChanged 6 SP:Iteration 102Q (2911.710143 sec): 3 clusters Score: Raw -1349687.374160 + Penalty 3045.523737 = -1346641.850423 nChanged 7 SP:Iteration 103Q (2911.760466 sec): 3 clusters Score: Raw -1349689.358180 + Penalty 3045.523737 = -1346643.834443 nChanged 11 SP:Iteration 104Q (2911.820003 sec): 3 clusters Score: Raw -1349692.490955 + Penalty 3045.523737 = -1346646.967217 nChanged 10 SP:Iteration 105Q (2911.879870 sec): 3 clusters Score: Raw -1349695.031554 + Penalty 3045.523737 = -1346649.507817 nChanged 5 SP:Iteration 106Q (2911.940321 sec): 3 clusters Score: Raw -1349696.502487 + Penalty 3045.523737 = -1346650.978750 nChanged 9 SP:Iteration 107Q (2911.988736 sec): 3 clusters Score: Raw -1349698.671687 + Penalty 3045.523737 = -1346653.147950 nChanged 9 SP:Iteration 108Q (2912.043275 sec): 3 clusters Score: Raw -1349700.578656 + Penalty 3045.523737 = -1346655.054919 nChanged 7 SP:Iteration 109Q (2912.107515 sec): 3 clusters Score: Raw -1349701.719973 + Penalty 3045.523737 = -1346656.196236 nChanged 5 SP:Iteration 110Q (2912.165807 sec): 3 clusters Score: Raw -1349702.591036 + Penalty 3045.523737 = -1346657.067299 nChanged 4 SP:Iteration 111Q (2912.228901 sec): 3 clusters Score: Raw -1349703.562715 + Penalty 3045.523737 = -1346658.038978 nChanged 0 SP:Iteration 112F (2912.262172 sec): 3 clusters Score: Raw -1349703.562715 + Penalty 3045.523737 = -1346658.038978 nChanged 0 Trying to split cluster 21 (2126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2912.278419 sec): 2 clusters Score: Raw -292765.811550 + Penalty 1245.074603 = -291520.736947 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2912.296050 sec): 3 clusters Score: Raw -291848.743728 + Penalty 2490.149207 = -289358.594521 nChanged 736 SP:Iteration 1F (2912.306652 sec): 3 clusters Score: Raw -292280.052126 + Penalty 2490.149207 = -289789.902919 nChanged 148 SP:Iteration 2F (2912.316403 sec): 3 clusters Score: Raw -292388.379411 + Penalty 2490.149207 = -289898.230204 nChanged 101 SP:Iteration 3Q (2912.333401 sec): 3 clusters Score: Raw -292455.903619 + Penalty 2490.149207 = -289965.754412 nChanged 70 SP:Iteration 4Q (2912.351468 sec): 3 clusters Score: Raw -292493.152721 + Penalty 2490.149207 = -290003.003514 nChanged 57 SP:Iteration 5Q (2912.369220 sec): 3 clusters Score: Raw -292527.958827 + Penalty 2490.149207 = -290037.809620 nChanged 45 SP:Iteration 6Q (2912.387216 sec): 3 clusters Score: Raw -292557.555775 + Penalty 2490.149207 = -290067.406569 nChanged 46 SP:Iteration 7Q (2912.404307 sec): 3 clusters Score: Raw -292580.103869 + Penalty 2490.149207 = -290089.954662 nChanged 31 SP:Iteration 8Q (2912.421042 sec): 3 clusters Score: Raw -292596.635515 + Penalty 2490.149207 = -290106.486309 nChanged 28 SP:Iteration 9Q (2912.438895 sec): 3 clusters Score: Raw -292610.635067 + Penalty 2490.149207 = -290120.485861 nChanged 26 SP:Iteration 10Q (2912.455871 sec): 3 clusters Score: Raw -292625.691707 + Penalty 2490.149207 = -290135.542500 nChanged 28 SP:Iteration 11Q (2912.473872 sec): 3 clusters Score: Raw -292644.550410 + Penalty 2490.149207 = -290154.401203 nChanged 35 SP:Iteration 12Q (2912.490773 sec): 3 clusters Score: Raw -292663.484013 + Penalty 2490.149207 = -290173.334807 nChanged 41 SP:Iteration 13Q (2912.508445 sec): 3 clusters Score: Raw -292688.305298 + Penalty 2490.149207 = -290198.156092 nChanged 43 SP:Iteration 14Q (2912.525215 sec): 3 clusters Score: Raw -292714.690258 + Penalty 2490.149207 = -290224.541052 nChanged 51 SP:Iteration 15Q (2912.543117 sec): 3 clusters Score: Raw -292745.928669 + Penalty 2490.149207 = -290255.779463 nChanged 49 SP:Iteration 16Q (2912.560660 sec): 3 clusters Score: Raw -292779.121347 + Penalty 2490.149207 = -290288.972140 nChanged 58 SP:Iteration 17Q (2912.571155 sec): 3 clusters Score: Raw -292829.740234 + Penalty 2490.149207 = -290339.591028 nChanged 59 SP:Iteration 18Q (2912.581730 sec): 3 clusters Score: Raw -292893.930553 + Penalty 2490.149207 = -290403.781346 nChanged 68 SP:Iteration 19Q (2912.592269 sec): 3 clusters Score: Raw -292959.929853 + Penalty 2490.149207 = -290469.780646 nChanged 78 SP:Iteration 20F (2912.602843 sec): 3 clusters Score: Raw -293034.817208 + Penalty 2490.149207 = -290544.668002 nChanged 70 SP:Iteration 21Q (2912.613304 sec): 3 clusters Score: Raw -293112.692245 + Penalty 2490.149207 = -290622.543038 nChanged 71 SP:Iteration 22Q (2912.623803 sec): 3 clusters Score: Raw -293181.553558 + Penalty 2490.149207 = -290691.404352 nChanged 57 SP:Iteration 23Q (2912.640256 sec): 3 clusters Score: Raw -293232.127825 + Penalty 2490.149207 = -290741.978618 nChanged 43 SP:Iteration 24Q (2912.656572 sec): 3 clusters Score: Raw -293262.374080 + Penalty 2490.149207 = -290772.224873 nChanged 22 SP:Iteration 25Q (2912.674205 sec): 3 clusters Score: Raw -293275.889237 + Penalty 2490.149207 = -290785.740030 nChanged 11 SP:Iteration 26Q (2912.684687 sec): 3 clusters Score: Raw -293280.841333 + Penalty 2490.149207 = -290790.692127 nChanged 8 SP:Iteration 27Q (2912.694168 sec): 3 clusters Score: Raw -293283.652491 + Penalty 2490.149207 = -290793.503284 nChanged 6 SP:Iteration 28Q (2912.711301 sec): 3 clusters Score: Raw -293288.413684 + Penalty 2490.149207 = -290798.264477 nChanged 12 SP:Iteration 29Q (2912.728257 sec): 3 clusters Score: Raw -293293.350000 + Penalty 2490.149207 = -290803.200793 nChanged 6 SP:Iteration 30Q (2912.738908 sec): 3 clusters Score: Raw -293296.628265 + Penalty 2490.149207 = -290806.479059 nChanged 9 SP:Iteration 31Q (2912.748533 sec): 3 clusters Score: Raw -293300.115457 + Penalty 2490.149207 = -290809.966251 nChanged 3 SP:Iteration 32Q (2912.786342 sec): 3 clusters Score: Raw -293301.338749 + Penalty 2490.149207 = -290811.189543 nChanged 2 SP:Iteration 33Q (2912.798882 sec): 3 clusters Score: Raw -293302.380269 + Penalty 2490.149207 = -290812.231063 nChanged 3 SP:Iteration 34Q (2912.816483 sec): 3 clusters Score: Raw -293303.533564 + Penalty 2490.149207 = -290813.384358 nChanged 5 SP:Iteration 35Q (2912.834195 sec): 3 clusters Score: Raw -293306.830305 + Penalty 2490.149207 = -290816.681098 nChanged 5 SP:Iteration 36Q (2912.852110 sec): 3 clusters Score: Raw -293309.100451 + Penalty 2490.149207 = -290818.951245 nChanged 2 SP:Iteration 37Q (2912.868975 sec): 3 clusters Score: Raw -293309.872355 + Penalty 2490.149207 = -290819.723148 nChanged 1 SP:Iteration 38Q (2912.886869 sec): 3 clusters Score: Raw -293310.091320 + Penalty 2490.149207 = -290819.942113 nChanged 0 SP:Iteration 39F (2912.897391 sec): 3 clusters Score: Raw -293310.091320 + Penalty 2490.149207 = -290819.942113 nChanged 0 Trying to split cluster 22 (14920 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2912.934230 sec): 2 clusters Score: Raw -1990974.346035 + Penalty 1561.699404 = -1989412.646631 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2912.977086 sec): 3 clusters Score: Raw -1982279.171364 + Penalty 3123.398809 = -1979155.772555 nChanged 6545 SP:Iteration 1F (2913.024829 sec): 3 clusters Score: Raw -1986050.518971 + Penalty 3123.398809 = -1982927.120162 nChanged 1022 SP:Iteration 2F (2913.064744 sec): 3 clusters Score: Raw -1986689.821111 + Penalty 3123.398809 = -1983566.422302 nChanged 997 SP:Iteration 3F (2913.099828 sec): 3 clusters Score: Raw -1987377.009855 + Penalty 3123.398809 = -1984253.611046 nChanged 1070 SP:Iteration 4F (2913.138894 sec): 3 clusters Score: Raw -1988178.641980 + Penalty 3123.398809 = -1985055.243171 nChanged 1121 SP:Iteration 5F (2913.193712 sec): 3 clusters Score: Raw -1989072.519420 + Penalty 3123.398809 = -1985949.120611 nChanged 1027 SP:Iteration 6F (2913.254344 sec): 3 clusters Score: Raw -1989841.315314 + Penalty 3123.398809 = -1986717.916505 nChanged 831 SP:Iteration 7F (2913.292925 sec): 3 clusters Score: Raw -1990420.890401 + Penalty 3123.398809 = -1987297.491592 nChanged 621 SP:Iteration 8Q (2913.350506 sec): 3 clusters Score: Raw -1990798.329153 + Penalty 3123.398809 = -1987674.930344 nChanged 457 SP:Iteration 9Q (2913.388872 sec): 3 clusters Score: Raw -1991042.241621 + Penalty 3123.398809 = -1987918.842812 nChanged 356 SP:Iteration 10Q (2913.428338 sec): 3 clusters Score: Raw -1991219.558487 + Penalty 3123.398809 = -1988096.159678 nChanged 285 SP:Iteration 11Q (2913.463105 sec): 3 clusters Score: Raw -1991353.007304 + Penalty 3123.398809 = -1988229.608496 nChanged 221 SP:Iteration 12Q (2913.502760 sec): 3 clusters Score: Raw -1991452.586965 + Penalty 3123.398809 = -1988329.188156 nChanged 204 SP:Iteration 13Q (2913.553636 sec): 3 clusters Score: Raw -1991541.572588 + Penalty 3123.398809 = -1988418.173779 nChanged 189 SP:Iteration 14Q (2913.619716 sec): 3 clusters Score: Raw -1991620.121851 + Penalty 3123.398809 = -1988496.723042 nChanged 148 SP:Iteration 15Q (2913.678547 sec): 3 clusters Score: Raw -1991672.322511 + Penalty 3123.398809 = -1988548.923702 nChanged 130 SP:Iteration 16Q (2913.739423 sec): 3 clusters Score: Raw -1991719.546446 + Penalty 3123.398809 = -1988596.147637 nChanged 120 SP:Iteration 17Q (2913.776730 sec): 3 clusters Score: Raw -1991767.850339 + Penalty 3123.398809 = -1988644.451530 nChanged 94 SP:Iteration 18Q (2913.818412 sec): 3 clusters Score: Raw -1991803.966206 + Penalty 3123.398809 = -1988680.567397 nChanged 75 SP:Iteration 19Q (2913.852738 sec): 3 clusters Score: Raw -1991829.002094 + Penalty 3123.398809 = -1988705.603285 nChanged 72 SP:Iteration 20F (2913.934726 sec): 3 clusters Score: Raw -1991847.025716 + Penalty 3123.398809 = -1988723.626907 nChanged 70 SP:Iteration 21Q (2914.000558 sec): 3 clusters Score: Raw -1991867.943886 + Penalty 3123.398809 = -1988744.545077 nChanged 67 SP:Iteration 22Q (2914.024064 sec): 3 clusters Score: Raw -1991885.685202 + Penalty 3123.398809 = -1988762.286393 nChanged 73 SP:Iteration 23Q (2914.064515 sec): 3 clusters Score: Raw -1991903.696873 + Penalty 3123.398809 = -1988780.298064 nChanged 56 SP:Iteration 24Q (2914.123182 sec): 3 clusters Score: Raw -1991917.387834 + Penalty 3123.398809 = -1988793.989025 nChanged 49 SP:Iteration 25Q (2914.162631 sec): 3 clusters Score: Raw -1991929.174224 + Penalty 3123.398809 = -1988805.775415 nChanged 47 SP:Iteration 26Q (2914.195224 sec): 3 clusters Score: Raw -1991939.422039 + Penalty 3123.398809 = -1988816.023230 nChanged 45 SP:Iteration 27Q (2914.239402 sec): 3 clusters Score: Raw -1991950.409478 + Penalty 3123.398809 = -1988827.010669 nChanged 37 SP:Iteration 28Q (2914.294846 sec): 3 clusters Score: Raw -1991958.547492 + Penalty 3123.398809 = -1988835.148683 nChanged 38 SP:Iteration 29Q (2914.332018 sec): 3 clusters Score: Raw -1991966.203129 + Penalty 3123.398809 = -1988842.804320 nChanged 33 SP:Iteration 30Q (2914.365594 sec): 3 clusters Score: Raw -1991974.309412 + Penalty 3123.398809 = -1988850.910603 nChanged 30 SP:Iteration 31Q (2914.423522 sec): 3 clusters Score: Raw -1991981.737311 + Penalty 3123.398809 = -1988858.338502 nChanged 26 SP:Iteration 32Q (2914.456609 sec): 3 clusters Score: Raw -1991988.792943 + Penalty 3123.398809 = -1988865.394134 nChanged 27 SP:Iteration 33Q (2914.494377 sec): 3 clusters Score: Raw -1991994.423864 + Penalty 3123.398809 = -1988871.025055 nChanged 21 SP:Iteration 34Q (2914.540908 sec): 3 clusters Score: Raw -1991998.954937 + Penalty 3123.398809 = -1988875.556128 nChanged 20 SP:Iteration 35Q (2914.577408 sec): 3 clusters Score: Raw -1992002.030486 + Penalty 3123.398809 = -1988878.631677 nChanged 14 SP:Iteration 36Q (2914.616652 sec): 3 clusters Score: Raw -1992003.994045 + Penalty 3123.398809 = -1988880.595237 nChanged 19 SP:Iteration 37Q (2914.648498 sec): 3 clusters Score: Raw -1992008.278282 + Penalty 3123.398809 = -1988884.879473 nChanged 20 SP:Iteration 38Q (2914.683111 sec): 3 clusters Score: Raw -1992011.477453 + Penalty 3123.398809 = -1988888.078644 nChanged 16 SP:Iteration 39Q (2914.722051 sec): 3 clusters Score: Raw -1992013.929198 + Penalty 3123.398809 = -1988890.530389 nChanged 15 SP:Iteration 40F (2914.760431 sec): 3 clusters Score: Raw -1992015.911824 + Penalty 3123.398809 = -1988892.513015 nChanged 14 SP:Iteration 41Q (2914.799376 sec): 3 clusters Score: Raw -1992018.134776 + Penalty 3123.398809 = -1988894.735967 nChanged 13 SP:Iteration 42Q (2914.831242 sec): 3 clusters Score: Raw -1992019.830918 + Penalty 3123.398809 = -1988896.432109 nChanged 11 SP:Iteration 43Q (2914.892751 sec): 3 clusters Score: Raw -1992021.633567 + Penalty 3123.398809 = -1988898.234758 nChanged 4 SP:Iteration 44Q (2914.949457 sec): 3 clusters Score: Raw -1992022.060907 + Penalty 3123.398809 = -1988898.662098 nChanged 3 SP:Iteration 45Q (2915.010331 sec): 3 clusters Score: Raw -1992022.180710 + Penalty 3123.398809 = -1988898.781901 nChanged 1 SP:Iteration 46Q (2915.073259 sec): 3 clusters Score: Raw -1992022.221943 + Penalty 3123.398809 = -1988898.823134 nChanged 1 SP:Iteration 47Q (2915.138360 sec): 3 clusters Score: Raw -1992022.398386 + Penalty 3123.398809 = -1988898.999577 nChanged 1 SP:Iteration 48Q (2915.200813 sec): 3 clusters Score: Raw -1992022.646540 + Penalty 3123.398809 = -1988899.247731 nChanged 2 SP:Iteration 49Q (2915.267518 sec): 3 clusters Score: Raw -1992022.768703 + Penalty 3123.398809 = -1988899.369894 nChanged 1 SP:Iteration 50Q (2915.333758 sec): 3 clusters Score: Raw -1992022.889127 + Penalty 3123.398809 = -1988899.490318 nChanged 2 SP:Iteration 51Q (2915.394612 sec): 3 clusters Score: Raw -1992023.055657 + Penalty 3123.398809 = -1988899.656848 nChanged 0 SP:Iteration 52F (2915.465378 sec): 3 clusters Score: Raw -1992023.055657 + Penalty 3123.398809 = -1988899.656848 nChanged 0 Trying to split cluster 23 (109266 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2915.607821 sec): 2 clusters Score: Raw -14787962.839353 + Penalty 1885.250340 = -14786077.589013 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2915.804337 sec): 3 clusters Score: Raw -14716633.061326 + Penalty 3770.500680 = -14712862.560646 nChanged 52342 SP:Iteration 1F (2916.017628 sec): 3 clusters Score: Raw -14747453.053472 + Penalty 3770.500680 = -14743682.552791 nChanged 3973 SP:Iteration 2Q (2916.242602 sec): 3 clusters Score: Raw -14748597.282965 + Penalty 3770.500680 = -14744826.782284 nChanged 4290 SP:Iteration 3Q (2916.466327 sec): 3 clusters Score: Raw -14750126.520778 + Penalty 3770.500680 = -14746356.020097 nChanged 4769 SP:Iteration 4Q (2916.687322 sec): 3 clusters Score: Raw -14752149.317876 + Penalty 3770.500680 = -14748378.817195 nChanged 5425 SP:Iteration 5Q (2916.907986 sec): 3 clusters Score: Raw -14754908.490440 + Penalty 3770.500680 = -14751137.989760 nChanged 6213 SP:Iteration 6F (2917.121269 sec): 3 clusters Score: Raw -14758592.542344 + Penalty 3770.500680 = -14754822.041664 nChanged 6788 SP:Iteration 7F (2917.335566 sec): 3 clusters Score: Raw -14763267.853290 + Penalty 3770.500680 = -14759497.352610 nChanged 7212 SP:Iteration 8F (2917.555841 sec): 3 clusters Score: Raw -14768622.724585 + Penalty 3770.500680 = -14764852.223905 nChanged 6685 SP:Iteration 9F (2917.792096 sec): 3 clusters Score: Raw -14773022.406137 + Penalty 3770.500680 = -14769251.905456 nChanged 5068 SP:Iteration 10Q (2918.017277 sec): 3 clusters Score: Raw -14775148.773769 + Penalty 3770.500680 = -14771378.273089 nChanged 2920 SP:Iteration 11Q (2918.257163 sec): 3 clusters Score: Raw -14775927.169258 + Penalty 3770.500680 = -14772156.668578 nChanged 1775 SP:Iteration 12Q (2918.494607 sec): 3 clusters Score: Raw -14776361.791086 + Penalty 3770.500680 = -14772591.290406 nChanged 1447 SP:Iteration 13Q (2918.731657 sec): 3 clusters Score: Raw -14776734.831202 + Penalty 3770.500680 = -14772964.330521 nChanged 1341 SP:Iteration 14Q (2918.967328 sec): 3 clusters Score: Raw -14777100.983164 + Penalty 3770.500680 = -14773330.482484 nChanged 1418 SP:Iteration 15Q (2919.198333 sec): 3 clusters Score: Raw -14777486.026413 + Penalty 3770.500680 = -14773715.525733 nChanged 1405 SP:Iteration 16Q (2919.386843 sec): 3 clusters Score: Raw -14777855.411522 + Penalty 3770.500680 = -14774084.910842 nChanged 1385 SP:Iteration 17Q (2919.567291 sec): 3 clusters Score: Raw -14778207.262541 + Penalty 3770.500680 = -14774436.761860 nChanged 1264 SP:Iteration 18Q (2919.756174 sec): 3 clusters Score: Raw -14778526.037939 + Penalty 3770.500680 = -14774755.537259 nChanged 1218 SP:Iteration 19Q (2919.944026 sec): 3 clusters Score: Raw -14778824.742289 + Penalty 3770.500680 = -14775054.241608 nChanged 1203 SP:Iteration 20F (2920.133166 sec): 3 clusters Score: Raw -14779110.225019 + Penalty 3770.500680 = -14775339.724338 nChanged 1206 SP:Iteration 21Q (2920.314581 sec): 3 clusters Score: Raw -14779393.042046 + Penalty 3770.500680 = -14775622.541365 nChanged 1144 SP:Iteration 22Q (2920.493808 sec): 3 clusters Score: Raw -14779647.410516 + Penalty 3770.500680 = -14775876.909835 nChanged 1050 SP:Iteration 23Q (2920.674390 sec): 3 clusters Score: Raw -14779872.214420 + Penalty 3770.500680 = -14776101.713739 nChanged 1077 SP:Iteration 24Q (2920.858544 sec): 3 clusters Score: Raw -14780102.197489 + Penalty 3770.500680 = -14776331.696808 nChanged 1069 SP:Iteration 25Q (2921.037479 sec): 3 clusters Score: Raw -14780335.904207 + Penalty 3770.500680 = -14776565.403526 nChanged 1141 SP:Iteration 26Q (2921.248626 sec): 3 clusters Score: Raw -14780582.042846 + Penalty 3770.500680 = -14776811.542166 nChanged 1075 SP:Iteration 27Q (2921.458385 sec): 3 clusters Score: Raw -14780798.414069 + Penalty 3770.500680 = -14777027.913388 nChanged 1040 SP:Iteration 28Q (2921.659410 sec): 3 clusters Score: Raw -14780992.303130 + Penalty 3770.500680 = -14777221.802449 nChanged 986 SP:Iteration 29Q (2921.861105 sec): 3 clusters Score: Raw -14781174.454081 + Penalty 3770.500680 = -14777403.953400 nChanged 947 SP:Iteration 30Q (2922.069631 sec): 3 clusters Score: Raw -14781348.168398 + Penalty 3770.500680 = -14777577.667718 nChanged 961 SP:Iteration 31Q (2922.263784 sec): 3 clusters Score: Raw -14781521.181701 + Penalty 3770.500680 = -14777750.681021 nChanged 952 SP:Iteration 32Q (2922.457265 sec): 3 clusters Score: Raw -14781692.048291 + Penalty 3770.500680 = -14777921.547610 nChanged 965 SP:Iteration 33Q (2922.657531 sec): 3 clusters Score: Raw -14781871.412251 + Penalty 3770.500680 = -14778100.911571 nChanged 971 SP:Iteration 34Q (2922.856664 sec): 3 clusters Score: Raw -14782052.256686 + Penalty 3770.500680 = -14778281.756006 nChanged 966 SP:Iteration 35Q (2923.054844 sec): 3 clusters Score: Raw -14782236.042374 + Penalty 3770.500680 = -14778465.541694 nChanged 965 SP:Iteration 36Q (2923.251012 sec): 3 clusters Score: Raw -14782425.441178 + Penalty 3770.500680 = -14778654.940498 nChanged 987 SP:Iteration 37Q (2923.446194 sec): 3 clusters Score: Raw -14782625.217615 + Penalty 3770.500680 = -14778854.716935 nChanged 1004 SP:Iteration 38Q (2923.643299 sec): 3 clusters Score: Raw -14782835.801568 + Penalty 3770.500680 = -14779065.300888 nChanged 1017 SP:Iteration 39Q (2923.838536 sec): 3 clusters Score: Raw -14783062.743597 + Penalty 3770.500680 = -14779292.242916 nChanged 1042 SP:Iteration 40F (2924.047302 sec): 3 clusters Score: Raw -14783297.000237 + Penalty 3770.500680 = -14779526.499556 nChanged 1023 SP:Iteration 41Q (2924.244708 sec): 3 clusters Score: Raw -14783522.610387 + Penalty 3770.500680 = -14779752.109707 nChanged 980 SP:Iteration 42Q (2924.449147 sec): 3 clusters Score: Raw -14783742.368073 + Penalty 3770.500680 = -14779971.867393 nChanged 950 SP:Iteration 43Q (2924.615814 sec): 3 clusters Score: Raw -14783949.553371 + Penalty 3770.500680 = -14780179.052690 nChanged 872 SP:Iteration 44Q (2924.780817 sec): 3 clusters Score: Raw -14784136.928686 + Penalty 3770.500680 = -14780366.428006 nChanged 864 SP:Iteration 45Q (2924.950401 sec): 3 clusters Score: Raw -14784325.703771 + Penalty 3770.500680 = -14780555.203091 nChanged 854 SP:Iteration 46Q (2925.123808 sec): 3 clusters Score: Raw -14784519.900966 + Penalty 3770.500680 = -14780749.400286 nChanged 879 SP:Iteration 47Q (2925.300144 sec): 3 clusters Score: Raw -14784736.816479 + Penalty 3770.500680 = -14780966.315798 nChanged 859 SP:Iteration 48Q (2925.481884 sec): 3 clusters Score: Raw -14784951.494858 + Penalty 3770.500680 = -14781180.994177 nChanged 813 SP:Iteration 49Q (2925.643924 sec): 3 clusters Score: Raw -14785154.820651 + Penalty 3770.500680 = -14781384.319971 nChanged 825 SP:Iteration 50Q (2925.805615 sec): 3 clusters Score: Raw -14785384.502454 + Penalty 3770.500680 = -14781614.001774 nChanged 847 SP:Iteration 51Q (2925.988226 sec): 3 clusters Score: Raw -14785627.457937 + Penalty 3770.500680 = -14781856.957257 nChanged 787 SP:Iteration 52Q (2926.175395 sec): 3 clusters Score: Raw -14785852.225510 + Penalty 3770.500680 = -14782081.724829 nChanged 757 SP:Iteration 53Q (2926.367675 sec): 3 clusters Score: Raw -14786053.473993 + Penalty 3770.500680 = -14782282.973313 nChanged 687 SP:Iteration 54Q (2926.555694 sec): 3 clusters Score: Raw -14786244.403396 + Penalty 3770.500680 = -14782473.902715 nChanged 702 SP:Iteration 55Q (2926.742142 sec): 3 clusters Score: Raw -14786436.042480 + Penalty 3770.500680 = -14782665.541800 nChanged 613 SP:Iteration 56Q (2926.917728 sec): 3 clusters Score: Raw -14786604.404446 + Penalty 3770.500680 = -14782833.903766 nChanged 595 SP:Iteration 57Q (2927.081187 sec): 3 clusters Score: Raw -14786758.274309 + Penalty 3770.500680 = -14782987.773629 nChanged 506 SP:Iteration 58Q (2927.251659 sec): 3 clusters Score: Raw -14786889.662156 + Penalty 3770.500680 = -14783119.161476 nChanged 485 SP:Iteration 59Q (2927.409866 sec): 3 clusters Score: Raw -14787019.795277 + Penalty 3770.500680 = -14783249.294596 nChanged 463 SP:Iteration 60F (2927.588132 sec): 3 clusters Score: Raw -14787142.160420 + Penalty 3770.500680 = -14783371.659740 nChanged 442 SP:Iteration 61Q (2927.776650 sec): 3 clusters Score: Raw -14787259.101363 + Penalty 3770.500680 = -14783488.600683 nChanged 424 SP:Iteration 62Q (2927.951345 sec): 3 clusters Score: Raw -14787375.529670 + Penalty 3770.500680 = -14783605.028990 nChanged 362 SP:Iteration 63Q (2928.140814 sec): 3 clusters Score: Raw -14787470.130934 + Penalty 3770.500680 = -14783699.630254 nChanged 329 SP:Iteration 64Q (2928.324381 sec): 3 clusters Score: Raw -14787556.815637 + Penalty 3770.500680 = -14783786.314956 nChanged 308 SP:Iteration 65Q (2928.508968 sec): 3 clusters Score: Raw -14787634.983400 + Penalty 3770.500680 = -14783864.482719 nChanged 304 SP:Iteration 66Q (2928.683353 sec): 3 clusters Score: Raw -14787713.234881 + Penalty 3770.500680 = -14783942.734200 nChanged 266 SP:Iteration 67Q (2928.860727 sec): 3 clusters Score: Raw -14787780.149061 + Penalty 3770.500680 = -14784009.648381 nChanged 247 SP:Iteration 68Q (2929.036707 sec): 3 clusters Score: Raw -14787848.432227 + Penalty 3770.500680 = -14784077.931547 nChanged 231 SP:Iteration 69Q (2929.224761 sec): 3 clusters Score: Raw -14787910.291250 + Penalty 3770.500680 = -14784139.790570 nChanged 198 SP:Iteration 70Q (2929.439095 sec): 3 clusters Score: Raw -14787956.889390 + Penalty 3770.500680 = -14784186.388709 nChanged 168 SP:Iteration 71Q (2929.642868 sec): 3 clusters Score: Raw -14787998.994109 + Penalty 3770.500680 = -14784228.493428 nChanged 167 SP:Iteration 72Q (2929.835686 sec): 3 clusters Score: Raw -14788041.192146 + Penalty 3770.500680 = -14784270.691466 nChanged 167 SP:Iteration 73Q (2930.025166 sec): 3 clusters Score: Raw -14788083.495776 + Penalty 3770.500680 = -14784312.995096 nChanged 140 SP:Iteration 74Q (2930.184409 sec): 3 clusters Score: Raw -14788119.473365 + Penalty 3770.500680 = -14784348.972685 nChanged 117 SP:Iteration 75Q (2930.367220 sec): 3 clusters Score: Raw -14788147.947571 + Penalty 3770.500680 = -14784377.446891 nChanged 106 SP:Iteration 76Q (2930.537745 sec): 3 clusters Score: Raw -14788174.131621 + Penalty 3770.500680 = -14784403.630941 nChanged 109 SP:Iteration 77Q (2930.683910 sec): 3 clusters Score: Raw -14788204.747201 + Penalty 3770.500680 = -14784434.246521 nChanged 87 SP:Iteration 78Q (2930.830133 sec): 3 clusters Score: Raw -14788230.962518 + Penalty 3770.500680 = -14784460.461837 nChanged 93 SP:Iteration 79Q (2930.976703 sec): 3 clusters Score: Raw -14788255.000347 + Penalty 3770.500680 = -14784484.499667 nChanged 74 SP:Iteration 80F (2931.155845 sec): 3 clusters Score: Raw -14788273.138407 + Penalty 3770.500680 = -14784502.637726 nChanged 63 SP:Iteration 81Q (2931.310125 sec): 3 clusters Score: Raw -14788288.915692 + Penalty 3770.500680 = -14784518.415012 nChanged 58 SP:Iteration 82Q (2931.464776 sec): 3 clusters Score: Raw -14788305.100145 + Penalty 3770.500680 = -14784534.599464 nChanged 55 SP:Iteration 83Q (2931.610834 sec): 3 clusters Score: Raw -14788320.311592 + Penalty 3770.500680 = -14784549.810912 nChanged 60 SP:Iteration 84Q (2931.760750 sec): 3 clusters Score: Raw -14788335.734366 + Penalty 3770.500680 = -14784565.233685 nChanged 54 SP:Iteration 85Q (2931.919535 sec): 3 clusters Score: Raw -14788349.225531 + Penalty 3770.500680 = -14784578.724850 nChanged 42 SP:Iteration 86Q (2932.090442 sec): 3 clusters Score: Raw -14788360.262139 + Penalty 3770.500680 = -14784589.761459 nChanged 47 SP:Iteration 87Q (2932.253753 sec): 3 clusters Score: Raw -14788372.720095 + Penalty 3770.500680 = -14784602.219414 nChanged 36 SP:Iteration 88Q (2932.414433 sec): 3 clusters Score: Raw -14788380.188177 + Penalty 3770.500680 = -14784609.687496 nChanged 21 SP:Iteration 89Q (2932.575854 sec): 3 clusters Score: Raw -14788384.169576 + Penalty 3770.500680 = -14784613.668896 nChanged 20 SP:Iteration 90Q (2932.745860 sec): 3 clusters Score: Raw -14788388.554613 + Penalty 3770.500680 = -14784618.053932 nChanged 27 SP:Iteration 91Q (2932.919828 sec): 3 clusters Score: Raw -14788394.107171 + Penalty 3770.500680 = -14784623.606490 nChanged 21 SP:Iteration 92Q (2933.096123 sec): 3 clusters Score: Raw -14788398.140610 + Penalty 3770.500680 = -14784627.639929 nChanged 18 SP:Iteration 93Q (2933.268907 sec): 3 clusters Score: Raw -14788401.801212 + Penalty 3770.500680 = -14784631.300531 nChanged 12 SP:Iteration 94Q (2933.439507 sec): 3 clusters Score: Raw -14788403.525206 + Penalty 3770.500680 = -14784633.024526 nChanged 7 SP:Iteration 95Q (2933.610947 sec): 3 clusters Score: Raw -14788404.443188 + Penalty 3770.500680 = -14784633.942507 nChanged 5 SP:Iteration 96Q (2933.776941 sec): 3 clusters Score: Raw -14788405.257074 + Penalty 3770.500680 = -14784634.756394 nChanged 4 SP:Iteration 97Q (2933.944057 sec): 3 clusters Score: Raw -14788406.112301 + Penalty 3770.500680 = -14784635.611620 nChanged 5 SP:Iteration 98Q (2934.116445 sec): 3 clusters Score: Raw -14788407.135418 + Penalty 3770.500680 = -14784636.634737 nChanged 11 SP:Iteration 99Q (2934.288728 sec): 3 clusters Score: Raw -14788409.213270 + Penalty 3770.500680 = -14784638.712589 nChanged 7 SP:Iteration 100F (2934.492832 sec): 3 clusters Score: Raw -14788410.487047 + Penalty 3770.500680 = -14784639.986367 nChanged 7 SP:Iteration 101Q (2934.667948 sec): 3 clusters Score: Raw -14788411.334256 + Penalty 3770.500680 = -14784640.833576 nChanged 5 SP:Iteration 102Q (2934.842670 sec): 3 clusters Score: Raw -14788412.349954 + Penalty 3770.500680 = -14784641.849274 nChanged 9 SP:Iteration 103Q (2935.020600 sec): 3 clusters Score: Raw -14788413.976836 + Penalty 3770.500680 = -14784643.476155 nChanged 9 SP:Iteration 104Q (2935.189564 sec): 3 clusters Score: Raw -14788415.358321 + Penalty 3770.500680 = -14784644.857641 nChanged 3 SP:Iteration 105Q (2935.359275 sec): 3 clusters Score: Raw -14788415.813820 + Penalty 3770.500680 = -14784645.313140 nChanged 4 SP:Iteration 106Q (2935.505557 sec): 3 clusters Score: Raw -14788416.517449 + Penalty 3770.500680 = -14784646.016769 nChanged 4 SP:Iteration 107Q (2935.666150 sec): 3 clusters Score: Raw -14788417.248604 + Penalty 3770.500680 = -14784646.747924 nChanged 5 SP:Iteration 108Q (2935.835501 sec): 3 clusters Score: Raw -14788418.076578 + Penalty 3770.500680 = -14784647.575898 nChanged 6 SP:Iteration 109Q (2936.006527 sec): 3 clusters Score: Raw -14788419.603030 + Penalty 3770.500680 = -14784649.102349 nChanged 11 SP:Iteration 110Q (2936.188629 sec): 3 clusters Score: Raw -14788421.461503 + Penalty 3770.500680 = -14784650.960822 nChanged 3 SP:Iteration 111Q (2936.367748 sec): 3 clusters Score: Raw -14788422.310268 + Penalty 3770.500680 = -14784651.809587 nChanged 4 SP:Iteration 112Q (2936.544884 sec): 3 clusters Score: Raw -14788423.039107 + Penalty 3770.500680 = -14784652.538426 nChanged 4 SP:Iteration 113Q (2936.717335 sec): 3 clusters Score: Raw -14788423.738486 + Penalty 3770.500680 = -14784653.237806 nChanged 3 SP:Iteration 114Q (2936.885513 sec): 3 clusters Score: Raw -14788424.270440 + Penalty 3770.500680 = -14784653.769759 nChanged 5 SP:Iteration 115Q (2937.057357 sec): 3 clusters Score: Raw -14788425.295813 + Penalty 3770.500680 = -14784654.795132 nChanged 7 SP:Iteration 116Q (2937.229649 sec): 3 clusters Score: Raw -14788426.770280 + Penalty 3770.500680 = -14784656.269600 nChanged 5 SP:Iteration 117Q (2937.405487 sec): 3 clusters Score: Raw -14788428.011385 + Penalty 3770.500680 = -14784657.510704 nChanged 6 SP:Iteration 118Q (2937.577352 sec): 3 clusters Score: Raw -14788429.393608 + Penalty 3770.500680 = -14784658.892927 nChanged 7 SP:Iteration 119Q (2937.751413 sec): 3 clusters Score: Raw -14788430.701111 + Penalty 3770.500680 = -14784660.200430 nChanged 10 SP:Iteration 120F (2937.957191 sec): 3 clusters Score: Raw -14788432.869793 + Penalty 3770.500680 = -14784662.369112 nChanged 11 SP:Iteration 121Q (2938.131736 sec): 3 clusters Score: Raw -14788435.237668 + Penalty 3770.500680 = -14784664.736987 nChanged 17 SP:Iteration 122Q (2938.306314 sec): 3 clusters Score: Raw -14788439.999937 + Penalty 3770.500680 = -14784669.499257 nChanged 12 SP:Iteration 123Q (2938.483319 sec): 3 clusters Score: Raw -14788443.491879 + Penalty 3770.500680 = -14784672.991198 nChanged 20 SP:Iteration 124Q (2938.655398 sec): 3 clusters Score: Raw -14788449.134402 + Penalty 3770.500680 = -14784678.633722 nChanged 17 SP:Iteration 125Q (2938.831358 sec): 3 clusters Score: Raw -14788453.367034 + Penalty 3770.500680 = -14784682.866353 nChanged 12 SP:Iteration 126Q (2939.001499 sec): 3 clusters Score: Raw -14788455.938843 + Penalty 3770.500680 = -14784685.438163 nChanged 13 SP:Iteration 127Q (2939.170335 sec): 3 clusters Score: Raw -14788459.237184 + Penalty 3770.500680 = -14784688.736503 nChanged 8 SP:Iteration 128Q (2939.342365 sec): 3 clusters Score: Raw -14788461.395013 + Penalty 3770.500680 = -14784690.894333 nChanged 10 SP:Iteration 129Q (2939.521637 sec): 3 clusters Score: Raw -14788463.741431 + Penalty 3770.500680 = -14784693.240751 nChanged 11 SP:Iteration 130Q (2939.699920 sec): 3 clusters Score: Raw -14788466.975283 + Penalty 3770.500680 = -14784696.474602 nChanged 13 SP:Iteration 131Q (2939.876793 sec): 3 clusters Score: Raw -14788471.149673 + Penalty 3770.500680 = -14784700.648993 nChanged 9 SP:Iteration 132Q (2940.057318 sec): 3 clusters Score: Raw -14788472.839456 + Penalty 3770.500680 = -14784702.338775 nChanged 4 SP:Iteration 133Q (2940.234016 sec): 3 clusters Score: Raw -14788473.457610 + Penalty 3770.500680 = -14784702.956930 nChanged 2 SP:Iteration 134Q (2940.419532 sec): 3 clusters Score: Raw -14788473.882986 + Penalty 3770.500680 = -14784703.382306 nChanged 4 SP:Iteration 135Q (2940.617679 sec): 3 clusters Score: Raw -14788475.131092 + Penalty 3770.500680 = -14784704.630412 nChanged 4 SP:Iteration 136Q (2940.808634 sec): 3 clusters Score: Raw -14788476.046008 + Penalty 3770.500680 = -14784705.545328 nChanged 3 SP:Iteration 137Q (2940.984320 sec): 3 clusters Score: Raw -14788476.916747 + Penalty 3770.500680 = -14784706.416067 nChanged 4 SP:Iteration 138Q (2941.183066 sec): 3 clusters Score: Raw -14788477.800235 + Penalty 3770.500680 = -14784707.299555 nChanged 3 SP:Iteration 139Q (2941.375668 sec): 3 clusters Score: Raw -14788478.396170 + Penalty 3770.500680 = -14784707.895489 nChanged 3 SP:Iteration 140F (2941.600205 sec): 3 clusters Score: Raw -14788479.248127 + Penalty 3770.500680 = -14784708.747447 nChanged 3 SP:Iteration 141Q (2941.787362 sec): 3 clusters Score: Raw -14788479.743189 + Penalty 3770.500680 = -14784709.242509 nChanged 2 SP:Iteration 142Q (2941.971068 sec): 3 clusters Score: Raw -14788480.168980 + Penalty 3770.500680 = -14784709.668300 nChanged 3 SP:Iteration 143Q (2942.174111 sec): 3 clusters Score: Raw -14788480.886898 + Penalty 3770.500680 = -14784710.386217 nChanged 4 SP:Iteration 144Q (2942.361053 sec): 3 clusters Score: Raw -14788481.896776 + Penalty 3770.500680 = -14784711.396095 nChanged 6 SP:Iteration 145Q (2942.528384 sec): 3 clusters Score: Raw -14788482.967372 + Penalty 3770.500680 = -14784712.466692 nChanged 6 SP:Iteration 146Q (2942.721765 sec): 3 clusters Score: Raw -14788484.288247 + Penalty 3770.500680 = -14784713.787567 nChanged 3 SP:Iteration 147Q (2942.909143 sec): 3 clusters Score: Raw -14788484.986215 + Penalty 3770.500680 = -14784714.485535 nChanged 3 SP:Iteration 148Q (2943.092875 sec): 3 clusters Score: Raw -14788485.544580 + Penalty 3770.500680 = -14784715.043900 nChanged 2 SP:Iteration 149Q (2943.270170 sec): 3 clusters Score: Raw -14788485.774061 + Penalty 3770.500680 = -14784715.273380 nChanged 1 SP:Iteration 150Q (2943.460072 sec): 3 clusters Score: Raw -14788485.964125 + Penalty 3770.500680 = -14784715.463445 nChanged 1 SP:Iteration 151Q (2943.647923 sec): 3 clusters Score: Raw -14788486.097968 + Penalty 3770.500680 = -14784715.597288 nChanged 0 SP:Iteration 152F (2943.872083 sec): 3 clusters Score: Raw -14788486.097968 + Penalty 3770.500680 = -14784715.597288 nChanged 0 Trying to split cluster 24 (918 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2943.907079 sec): 2 clusters Score: Raw -113984.405115 + Penalty 1108.607076 = -112875.798039 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2943.944823 sec): 3 clusters Score: Raw -113757.239245 + Penalty 2217.214152 = -111540.025093 nChanged 275 SP:Iteration 1F (2944.000409 sec): 3 clusters Score: Raw -114030.445874 + Penalty 2217.214152 = -111813.231722 nChanged 68 SP:Iteration 2F (2944.049607 sec): 3 clusters Score: Raw -114112.191500 + Penalty 2217.214152 = -111894.977348 nChanged 45 SP:Iteration 3Q (2944.092743 sec): 3 clusters Score: Raw -114158.474130 + Penalty 2217.214152 = -111941.259979 nChanged 29 SP:Iteration 4Q (2944.137041 sec): 3 clusters Score: Raw -114184.566959 + Penalty 2217.214152 = -111967.352807 nChanged 29 SP:Iteration 5Q (2944.180710 sec): 3 clusters Score: Raw -114217.926886 + Penalty 2217.214152 = -112000.712734 nChanged 26 SP:Iteration 6Q (2944.228656 sec): 3 clusters Score: Raw -114283.165563 + Penalty 2217.214152 = -112065.951411 nChanged 31 SP:Iteration 7Q (2944.271471 sec): 3 clusters Score: Raw -114372.080469 + Penalty 2217.214152 = -112154.866317 nChanged 36 SP:Iteration 8Q (2944.317850 sec): 3 clusters Score: Raw -114467.138810 + Penalty 2217.214152 = -112249.924658 nChanged 43 SP:Iteration 9Q (2944.359674 sec): 3 clusters Score: Raw -114561.932694 + Penalty 2217.214152 = -112344.718542 nChanged 24 SP:Iteration 10Q (2944.413322 sec): 3 clusters Score: Raw -114624.980954 + Penalty 2217.214152 = -112407.766802 nChanged 17 SP:Iteration 11Q (2944.440948 sec): 3 clusters Score: Raw -114686.143187 + Penalty 2217.214152 = -112468.929035 nChanged 8 SP:Iteration 12Q (2944.478753 sec): 3 clusters Score: Raw -114750.131033 + Penalty 2217.214152 = -112532.916881 nChanged 6 SP:Iteration 13Q (2944.525602 sec): 3 clusters Score: Raw -114792.298171 + Penalty 2217.214152 = -112575.084019 nChanged 10 SP:Iteration 14Q (2944.568163 sec): 3 clusters Score: Raw -114805.836437 + Penalty 2217.214152 = -112588.622285 nChanged 4 SP:Iteration 15Q (2944.608302 sec): 3 clusters Score: Raw -114820.801215 + Penalty 2217.214152 = -112603.587064 nChanged 4 SP:Iteration 16Q (2944.652669 sec): 3 clusters Score: Raw -114835.786871 + Penalty 2217.214152 = -112618.572719 nChanged 1 SP:Iteration 17Q (2944.691242 sec): 3 clusters Score: Raw -114839.428493 + Penalty 2217.214152 = -112622.214341 nChanged 1 SP:Iteration 18Q (2944.732358 sec): 3 clusters Score: Raw -114841.022868 + Penalty 2217.214152 = -112623.808716 nChanged 0 SP:Iteration 19F (2944.785828 sec): 3 clusters Score: Raw -114843.670209 + Penalty 2217.214152 = -112626.456057 nChanged 3 SP:Iteration 20F (2944.816953 sec): 3 clusters Score: Raw -114852.562390 + Penalty 2217.214152 = -112635.348238 nChanged 2 SP:Iteration 21Q (2944.858746 sec): 3 clusters Score: Raw -114855.217093 + Penalty 2217.214152 = -112638.002941 nChanged 0 SP:Iteration 22F (2944.897734 sec): 3 clusters Score: Raw -114855.217093 + Penalty 2217.214152 = -112638.002941 nChanged 0 Trying to split cluster 25 (32644 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2944.972359 sec): 2 clusters Score: Raw -4302474.902465 + Penalty 1688.930157 = -4300785.972308 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2945.070633 sec): 3 clusters Score: Raw -4282132.965366 + Penalty 3377.860314 = -4278755.105052 nChanged 15121 SP:Iteration 1F (2945.179280 sec): 3 clusters Score: Raw -4290569.233187 + Penalty 3377.860314 = -4287191.372873 nChanged 1748 SP:Iteration 2F (2945.276969 sec): 3 clusters Score: Raw -4291397.167679 + Penalty 3377.860314 = -4288019.307366 nChanged 1954 SP:Iteration 3F (2945.375672 sec): 3 clusters Score: Raw -4292561.982776 + Penalty 3377.860314 = -4289184.122462 nChanged 2178 SP:Iteration 4F (2945.483642 sec): 3 clusters Score: Raw -4294122.955581 + Penalty 3377.860314 = -4290745.095267 nChanged 2401 SP:Iteration 5F (2945.574630 sec): 3 clusters Score: Raw -4296080.804022 + Penalty 3377.860314 = -4292702.943708 nChanged 2402 SP:Iteration 6F (2945.669516 sec): 3 clusters Score: Raw -4298056.236766 + Penalty 3377.860314 = -4294678.376453 nChanged 2098 SP:Iteration 7F (2945.786980 sec): 3 clusters Score: Raw -4299447.538037 + Penalty 3377.860314 = -4296069.677723 nChanged 1466 SP:Iteration 8Q (2945.899058 sec): 3 clusters Score: Raw -4300084.535360 + Penalty 3377.860314 = -4296706.675046 nChanged 917 SP:Iteration 9Q (2945.997430 sec): 3 clusters Score: Raw -4300371.744608 + Penalty 3377.860314 = -4296993.884295 nChanged 621 SP:Iteration 10Q (2946.108501 sec): 3 clusters Score: Raw -4300540.239870 + Penalty 3377.860314 = -4297162.379556 nChanged 459 SP:Iteration 11Q (2946.209112 sec): 3 clusters Score: Raw -4300646.450554 + Penalty 3377.860314 = -4297268.590240 nChanged 375 SP:Iteration 12Q (2946.314032 sec): 3 clusters Score: Raw -4300729.966171 + Penalty 3377.860314 = -4297352.105857 nChanged 338 SP:Iteration 13Q (2946.427701 sec): 3 clusters Score: Raw -4300802.594573 + Penalty 3377.860314 = -4297424.734259 nChanged 307 SP:Iteration 14Q (2946.539940 sec): 3 clusters Score: Raw -4300866.623364 + Penalty 3377.860314 = -4297488.763050 nChanged 298 SP:Iteration 15Q (2946.640324 sec): 3 clusters Score: Raw -4300925.859634 + Penalty 3377.860314 = -4297547.999320 nChanged 259 SP:Iteration 16Q (2946.740418 sec): 3 clusters Score: Raw -4300982.459802 + Penalty 3377.860314 = -4297604.599488 nChanged 275 SP:Iteration 17Q (2946.842886 sec): 3 clusters Score: Raw -4301044.764121 + Penalty 3377.860314 = -4297666.903807 nChanged 260 SP:Iteration 18Q (2946.939184 sec): 3 clusters Score: Raw -4301096.300892 + Penalty 3377.860314 = -4297718.440578 nChanged 235 SP:Iteration 19Q (2947.052911 sec): 3 clusters Score: Raw -4301139.161634 + Penalty 3377.860314 = -4297761.301320 nChanged 216 SP:Iteration 20F (2947.145404 sec): 3 clusters Score: Raw -4301175.641131 + Penalty 3377.860314 = -4297797.780817 nChanged 227 SP:Iteration 21Q (2947.249568 sec): 3 clusters Score: Raw -4301218.259483 + Penalty 3377.860314 = -4297840.399170 nChanged 224 SP:Iteration 22Q (2947.357115 sec): 3 clusters Score: Raw -4301262.063861 + Penalty 3377.860314 = -4297884.203547 nChanged 230 SP:Iteration 23Q (2947.459038 sec): 3 clusters Score: Raw -4301316.157821 + Penalty 3377.860314 = -4297938.297507 nChanged 256 SP:Iteration 24Q (2947.553171 sec): 3 clusters Score: Raw -4301384.240638 + Penalty 3377.860314 = -4298006.380324 nChanged 277 SP:Iteration 25Q (2947.652301 sec): 3 clusters Score: Raw -4301460.051154 + Penalty 3377.860314 = -4298082.190840 nChanged 321 SP:Iteration 26Q (2947.737265 sec): 3 clusters Score: Raw -4301563.531392 + Penalty 3377.860314 = -4298185.671078 nChanged 325 SP:Iteration 27Q (2947.830285 sec): 3 clusters Score: Raw -4301693.529412 + Penalty 3377.860314 = -4298315.669098 nChanged 377 SP:Iteration 28Q (2947.928721 sec): 3 clusters Score: Raw -4301873.795751 + Penalty 3377.860314 = -4298495.935437 nChanged 433 SP:Iteration 29Q (2948.032037 sec): 3 clusters Score: Raw -4302088.385307 + Penalty 3377.860314 = -4298710.524993 nChanged 440 SP:Iteration 30Q (2948.132651 sec): 3 clusters Score: Raw -4302307.232240 + Penalty 3377.860314 = -4298929.371926 nChanged 398 SP:Iteration 31Q (2948.238576 sec): 3 clusters Score: Raw -4302481.085184 + Penalty 3377.860314 = -4299103.224870 nChanged 354 SP:Iteration 32Q (2948.335592 sec): 3 clusters Score: Raw -4302607.820221 + Penalty 3377.860314 = -4299229.959907 nChanged 310 SP:Iteration 33Q (2948.432788 sec): 3 clusters Score: Raw -4302712.572891 + Penalty 3377.860314 = -4299334.712577 nChanged 267 SP:Iteration 34Q (2948.522400 sec): 3 clusters Score: Raw -4302791.436741 + Penalty 3377.860314 = -4299413.576427 nChanged 249 SP:Iteration 35Q (2948.617258 sec): 3 clusters Score: Raw -4302854.174296 + Penalty 3377.860314 = -4299476.313982 nChanged 208 SP:Iteration 36Q (2948.704660 sec): 3 clusters Score: Raw -4302901.600242 + Penalty 3377.860314 = -4299523.739928 nChanged 175 SP:Iteration 37Q (2948.794476 sec): 3 clusters Score: Raw -4302934.499852 + Penalty 3377.860314 = -4299556.639538 nChanged 147 SP:Iteration 38Q (2948.891483 sec): 3 clusters Score: Raw -4302955.194983 + Penalty 3377.860314 = -4299577.334669 nChanged 121 SP:Iteration 39Q (2948.989543 sec): 3 clusters Score: Raw -4302970.679073 + Penalty 3377.860314 = -4299592.818759 nChanged 104 SP:Iteration 40F (2949.085610 sec): 3 clusters Score: Raw -4302983.582848 + Penalty 3377.860314 = -4299605.722534 nChanged 104 SP:Iteration 41Q (2949.192631 sec): 3 clusters Score: Raw -4302995.875645 + Penalty 3377.860314 = -4299618.015331 nChanged 86 SP:Iteration 42Q (2949.295368 sec): 3 clusters Score: Raw -4303004.837430 + Penalty 3377.860314 = -4299626.977116 nChanged 87 SP:Iteration 43Q (2949.387263 sec): 3 clusters Score: Raw -4303014.044084 + Penalty 3377.860314 = -4299636.183770 nChanged 87 SP:Iteration 44Q (2949.480269 sec): 3 clusters Score: Raw -4303022.920714 + Penalty 3377.860314 = -4299645.060400 nChanged 79 SP:Iteration 45Q (2949.582123 sec): 3 clusters Score: Raw -4303030.761285 + Penalty 3377.860314 = -4299652.900972 nChanged 61 SP:Iteration 46Q (2949.680334 sec): 3 clusters Score: Raw -4303036.171423 + Penalty 3377.860314 = -4299658.311109 nChanged 69 SP:Iteration 47Q (2949.782921 sec): 3 clusters Score: Raw -4303043.723430 + Penalty 3377.860314 = -4299665.863116 nChanged 76 SP:Iteration 48Q (2949.893048 sec): 3 clusters Score: Raw -4303052.027361 + Penalty 3377.860314 = -4299674.167047 nChanged 78 SP:Iteration 49Q (2949.985382 sec): 3 clusters Score: Raw -4303060.345524 + Penalty 3377.860314 = -4299682.485210 nChanged 74 SP:Iteration 50Q (2950.051639 sec): 3 clusters Score: Raw -4303068.615822 + Penalty 3377.860314 = -4299690.755508 nChanged 75 SP:Iteration 51Q (2950.153785 sec): 3 clusters Score: Raw -4303075.455930 + Penalty 3377.860314 = -4299697.595616 nChanged 77 SP:Iteration 52Q (2950.258807 sec): 3 clusters Score: Raw -4303084.191319 + Penalty 3377.860314 = -4299706.331005 nChanged 72 SP:Iteration 53Q (2950.350838 sec): 3 clusters Score: Raw -4303091.789225 + Penalty 3377.860314 = -4299713.928911 nChanged 72 SP:Iteration 54Q (2950.448052 sec): 3 clusters Score: Raw -4303098.777247 + Penalty 3377.860314 = -4299720.916933 nChanged 56 SP:Iteration 55Q (2950.544396 sec): 3 clusters Score: Raw -4303103.606355 + Penalty 3377.860314 = -4299725.746041 nChanged 50 SP:Iteration 56Q (2950.642125 sec): 3 clusters Score: Raw -4303107.490499 + Penalty 3377.860314 = -4299729.630185 nChanged 45 SP:Iteration 57Q (2950.744414 sec): 3 clusters Score: Raw -4303111.054695 + Penalty 3377.860314 = -4299733.194381 nChanged 45 SP:Iteration 58Q (2950.838063 sec): 3 clusters Score: Raw -4303115.308344 + Penalty 3377.860314 = -4299737.448030 nChanged 49 SP:Iteration 59Q (2950.947574 sec): 3 clusters Score: Raw -4303119.920976 + Penalty 3377.860314 = -4299742.060662 nChanged 61 SP:Iteration 60F (2951.049131 sec): 3 clusters Score: Raw -4303125.515539 + Penalty 3377.860314 = -4299747.655225 nChanged 45 SP:Iteration 61Q (2951.135690 sec): 3 clusters Score: Raw -4303129.591079 + Penalty 3377.860314 = -4299751.730765 nChanged 40 SP:Iteration 62Q (2951.245654 sec): 3 clusters Score: Raw -4303132.659512 + Penalty 3377.860314 = -4299754.799198 nChanged 35 SP:Iteration 63Q (2951.334786 sec): 3 clusters Score: Raw -4303134.956341 + Penalty 3377.860314 = -4299757.096027 nChanged 31 SP:Iteration 64Q (2951.425124 sec): 3 clusters Score: Raw -4303137.766905 + Penalty 3377.860314 = -4299759.906591 nChanged 40 SP:Iteration 65Q (2951.525286 sec): 3 clusters Score: Raw -4303140.814610 + Penalty 3377.860314 = -4299762.954296 nChanged 36 SP:Iteration 66Q (2951.630844 sec): 3 clusters Score: Raw -4303143.777675 + Penalty 3377.860314 = -4299765.917362 nChanged 39 SP:Iteration 67Q (2951.731990 sec): 3 clusters Score: Raw -4303147.059598 + Penalty 3377.860314 = -4299769.199284 nChanged 43 SP:Iteration 68Q (2951.831350 sec): 3 clusters Score: Raw -4303150.274306 + Penalty 3377.860314 = -4299772.413992 nChanged 28 SP:Iteration 69Q (2951.927615 sec): 3 clusters Score: Raw -4303152.470817 + Penalty 3377.860314 = -4299774.610503 nChanged 35 SP:Iteration 70Q (2952.035575 sec): 3 clusters Score: Raw -4303155.514683 + Penalty 3377.860314 = -4299777.654369 nChanged 43 SP:Iteration 71Q (2952.124543 sec): 3 clusters Score: Raw -4303159.201370 + Penalty 3377.860314 = -4299781.341056 nChanged 48 SP:Iteration 72Q (2952.211488 sec): 3 clusters Score: Raw -4303162.917475 + Penalty 3377.860314 = -4299785.057161 nChanged 42 SP:Iteration 73Q (2952.305663 sec): 3 clusters Score: Raw -4303166.725701 + Penalty 3377.860314 = -4299788.865387 nChanged 42 SP:Iteration 74Q (2952.396965 sec): 3 clusters Score: Raw -4303169.814562 + Penalty 3377.860314 = -4299791.954248 nChanged 31 SP:Iteration 75Q (2952.491521 sec): 3 clusters Score: Raw -4303172.369262 + Penalty 3377.860314 = -4299794.508948 nChanged 39 SP:Iteration 76Q (2952.588245 sec): 3 clusters Score: Raw -4303176.365220 + Penalty 3377.860314 = -4299798.504906 nChanged 44 SP:Iteration 77Q (2952.696911 sec): 3 clusters Score: Raw -4303180.443202 + Penalty 3377.860314 = -4299802.582888 nChanged 42 SP:Iteration 78Q (2952.797042 sec): 3 clusters Score: Raw -4303184.302351 + Penalty 3377.860314 = -4299806.442037 nChanged 31 SP:Iteration 79Q (2952.897927 sec): 3 clusters Score: Raw -4303186.683055 + Penalty 3377.860314 = -4299808.822741 nChanged 31 SP:Iteration 80F (2953.005634 sec): 3 clusters Score: Raw -4303189.326622 + Penalty 3377.860314 = -4299811.466308 nChanged 34 SP:Iteration 81Q (2953.102851 sec): 3 clusters Score: Raw -4303192.190514 + Penalty 3377.860314 = -4299814.330200 nChanged 35 SP:Iteration 82Q (2953.202492 sec): 3 clusters Score: Raw -4303195.364601 + Penalty 3377.860314 = -4299817.504287 nChanged 33 SP:Iteration 83Q (2953.293552 sec): 3 clusters Score: Raw -4303198.639784 + Penalty 3377.860314 = -4299820.779470 nChanged 32 SP:Iteration 84Q (2953.391133 sec): 3 clusters Score: Raw -4303201.430679 + Penalty 3377.860314 = -4299823.570365 nChanged 30 SP:Iteration 85Q (2953.478268 sec): 3 clusters Score: Raw -4303203.651567 + Penalty 3377.860314 = -4299825.791253 nChanged 29 SP:Iteration 86Q (2953.565300 sec): 3 clusters Score: Raw -4303205.787355 + Penalty 3377.860314 = -4299827.927041 nChanged 31 SP:Iteration 87Q (2953.661011 sec): 3 clusters Score: Raw -4303207.967158 + Penalty 3377.860314 = -4299830.106844 nChanged 35 SP:Iteration 88Q (2953.752709 sec): 3 clusters Score: Raw -4303210.455300 + Penalty 3377.860314 = -4299832.594986 nChanged 29 SP:Iteration 89Q (2953.856212 sec): 3 clusters Score: Raw -4303212.441122 + Penalty 3377.860314 = -4299834.580808 nChanged 22 SP:Iteration 90Q (2953.953959 sec): 3 clusters Score: Raw -4303214.427161 + Penalty 3377.860314 = -4299836.566847 nChanged 20 SP:Iteration 91Q (2954.044995 sec): 3 clusters Score: Raw -4303216.202007 + Penalty 3377.860314 = -4299838.341693 nChanged 23 SP:Iteration 92Q (2954.141622 sec): 3 clusters Score: Raw -4303217.920809 + Penalty 3377.860314 = -4299840.060495 nChanged 17 SP:Iteration 93Q (2954.227986 sec): 3 clusters Score: Raw -4303219.185764 + Penalty 3377.860314 = -4299841.325450 nChanged 18 SP:Iteration 94Q (2954.330073 sec): 3 clusters Score: Raw -4303221.241080 + Penalty 3377.860314 = -4299843.380766 nChanged 25 SP:Iteration 95Q (2954.421869 sec): 3 clusters Score: Raw -4303223.506735 + Penalty 3377.860314 = -4299845.646421 nChanged 26 SP:Iteration 96Q (2954.512116 sec): 3 clusters Score: Raw -4303225.315670 + Penalty 3377.860314 = -4299847.455356 nChanged 21 SP:Iteration 97Q (2954.612065 sec): 3 clusters Score: Raw -4303226.780678 + Penalty 3377.860314 = -4299848.920364 nChanged 19 SP:Iteration 98Q (2954.711289 sec): 3 clusters Score: Raw -4303227.954884 + Penalty 3377.860314 = -4299850.094570 nChanged 17 SP:Iteration 99Q (2954.806049 sec): 3 clusters Score: Raw -4303229.091804 + Penalty 3377.860314 = -4299851.231490 nChanged 13 SP:Iteration 100F (2954.897521 sec): 3 clusters Score: Raw -4303229.695866 + Penalty 3377.860314 = -4299851.835552 nChanged 9 SP:Iteration 101Q (2954.977785 sec): 3 clusters Score: Raw -4303230.188510 + Penalty 3377.860314 = -4299852.328196 nChanged 11 SP:Iteration 102Q (2955.073778 sec): 3 clusters Score: Raw -4303230.688119 + Penalty 3377.860314 = -4299852.827805 nChanged 7 SP:Iteration 103Q (2955.157351 sec): 3 clusters Score: Raw -4303231.028855 + Penalty 3377.860314 = -4299853.168541 nChanged 6 SP:Iteration 104Q (2955.252777 sec): 3 clusters Score: Raw -4303231.242454 + Penalty 3377.860314 = -4299853.382140 nChanged 5 SP:Iteration 105Q (2955.344820 sec): 3 clusters Score: Raw -4303231.483114 + Penalty 3377.860314 = -4299853.622800 nChanged 2 SP:Iteration 106Q (2955.438121 sec): 3 clusters Score: Raw -4303231.555085 + Penalty 3377.860314 = -4299853.694771 nChanged 3 SP:Iteration 107Q (2955.529550 sec): 3 clusters Score: Raw -4303231.695697 + Penalty 3377.860314 = -4299853.835383 nChanged 5 SP:Iteration 108Q (2955.618241 sec): 3 clusters Score: Raw -4303232.025076 + Penalty 3377.860314 = -4299854.164762 nChanged 5 SP:Iteration 109Q (2955.720871 sec): 3 clusters Score: Raw -4303232.327420 + Penalty 3377.860314 = -4299854.467106 nChanged 7 SP:Iteration 110Q (2955.804545 sec): 3 clusters Score: Raw -4303232.559730 + Penalty 3377.860314 = -4299854.699416 nChanged 5 SP:Iteration 111Q (2955.897946 sec): 3 clusters Score: Raw -4303232.763842 + Penalty 3377.860314 = -4299854.903528 nChanged 5 SP:Iteration 112Q (2956.000176 sec): 3 clusters Score: Raw -4303233.083968 + Penalty 3377.860314 = -4299855.223654 nChanged 6 SP:Iteration 113Q (2956.084846 sec): 3 clusters Score: Raw -4303233.535471 + Penalty 3377.860314 = -4299855.675157 nChanged 7 SP:Iteration 114Q (2956.184628 sec): 3 clusters Score: Raw -4303233.833588 + Penalty 3377.860314 = -4299855.973274 nChanged 4 SP:Iteration 115Q (2956.284780 sec): 3 clusters Score: Raw -4303234.041185 + Penalty 3377.860314 = -4299856.180871 nChanged 4 SP:Iteration 116Q (2956.366721 sec): 3 clusters Score: Raw -4303234.232628 + Penalty 3377.860314 = -4299856.372314 nChanged 3 SP:Iteration 117Q (2956.460466 sec): 3 clusters Score: Raw -4303234.426809 + Penalty 3377.860314 = -4299856.566495 nChanged 2 SP:Iteration 118Q (2956.557038 sec): 3 clusters Score: Raw -4303234.474509 + Penalty 3377.860314 = -4299856.614195 nChanged 0 SP:Iteration 119F (2956.654444 sec): 3 clusters Score: Raw -4303234.474509 + Penalty 3377.860314 = -4299856.614195 nChanged 0 Trying to split cluster 26 (4264 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2956.673896 sec): 2 clusters Score: Raw -576545.852822 + Penalty 1358.168982 = -575187.683840 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2956.735355 sec): 3 clusters Score: Raw -574370.047310 + Penalty 2716.337964 = -571653.709346 nChanged 1687 SP:Iteration 1F (2956.786800 sec): 3 clusters Score: Raw -575328.514951 + Penalty 2716.337964 = -572612.176987 nChanged 299 SP:Iteration 2F (2956.843294 sec): 3 clusters Score: Raw -575479.150533 + Penalty 2716.337964 = -572762.812569 nChanged 188 SP:Iteration 3Q (2956.898739 sec): 3 clusters Score: Raw -575577.248503 + Penalty 2716.337964 = -572860.910539 nChanged 156 SP:Iteration 4Q (2956.939805 sec): 3 clusters Score: Raw -575650.725607 + Penalty 2716.337964 = -572934.387643 nChanged 134 SP:Iteration 5Q (2957.003311 sec): 3 clusters Score: Raw -575714.309735 + Penalty 2716.337964 = -572997.971771 nChanged 118 SP:Iteration 6Q (2957.045968 sec): 3 clusters Score: Raw -575774.316126 + Penalty 2716.337964 = -573057.978162 nChanged 102 SP:Iteration 7Q (2957.106138 sec): 3 clusters Score: Raw -575821.161039 + Penalty 2716.337964 = -573104.823075 nChanged 104 SP:Iteration 8Q (2957.162157 sec): 3 clusters Score: Raw -575866.499531 + Penalty 2716.337964 = -573150.161567 nChanged 86 SP:Iteration 9Q (2957.214525 sec): 3 clusters Score: Raw -575911.895823 + Penalty 2716.337964 = -573195.557859 nChanged 95 SP:Iteration 10Q (2957.271512 sec): 3 clusters Score: Raw -575967.043663 + Penalty 2716.337964 = -573250.705699 nChanged 96 SP:Iteration 11Q (2957.314638 sec): 3 clusters Score: Raw -576015.560197 + Penalty 2716.337964 = -573299.222233 nChanged 91 SP:Iteration 12Q (2957.364980 sec): 3 clusters Score: Raw -576060.530217 + Penalty 2716.337964 = -573344.192253 nChanged 98 SP:Iteration 13Q (2957.421729 sec): 3 clusters Score: Raw -576112.995703 + Penalty 2716.337964 = -573396.657739 nChanged 106 SP:Iteration 14Q (2957.467421 sec): 3 clusters Score: Raw -576177.141742 + Penalty 2716.337964 = -573460.803778 nChanged 103 SP:Iteration 15Q (2957.524808 sec): 3 clusters Score: Raw -576241.454117 + Penalty 2716.337964 = -573525.116153 nChanged 121 SP:Iteration 16Q (2957.580184 sec): 3 clusters Score: Raw -576315.647915 + Penalty 2716.337964 = -573599.309951 nChanged 110 SP:Iteration 17Q (2957.621096 sec): 3 clusters Score: Raw -576380.793591 + Penalty 2716.337964 = -573664.455627 nChanged 109 SP:Iteration 18Q (2957.672548 sec): 3 clusters Score: Raw -576452.428448 + Penalty 2716.337964 = -573736.090484 nChanged 101 SP:Iteration 19Q (2957.722085 sec): 3 clusters Score: Raw -576518.560853 + Penalty 2716.337964 = -573802.222889 nChanged 83 SP:Iteration 20F (2957.764256 sec): 3 clusters Score: Raw -576580.738846 + Penalty 2716.337964 = -573864.400882 nChanged 76 SP:Iteration 21Q (2957.822006 sec): 3 clusters Score: Raw -576634.002813 + Penalty 2716.337964 = -573917.664849 nChanged 76 SP:Iteration 22Q (2957.862618 sec): 3 clusters Score: Raw -576686.903920 + Penalty 2716.337964 = -573970.565956 nChanged 54 SP:Iteration 23Q (2957.904401 sec): 3 clusters Score: Raw -576723.657627 + Penalty 2716.337964 = -574007.319663 nChanged 39 SP:Iteration 24Q (2957.948621 sec): 3 clusters Score: Raw -576744.827830 + Penalty 2716.337964 = -574028.489866 nChanged 25 SP:Iteration 25Q (2957.992898 sec): 3 clusters Score: Raw -576758.713066 + Penalty 2716.337964 = -574042.375102 nChanged 25 SP:Iteration 26Q (2958.046525 sec): 3 clusters Score: Raw -576771.875488 + Penalty 2716.337964 = -574055.537524 nChanged 18 SP:Iteration 27Q (2958.101904 sec): 3 clusters Score: Raw -576781.458352 + Penalty 2716.337964 = -574065.120388 nChanged 18 SP:Iteration 28Q (2958.156291 sec): 3 clusters Score: Raw -576792.682413 + Penalty 2716.337964 = -574076.344450 nChanged 19 SP:Iteration 29Q (2958.205979 sec): 3 clusters Score: Raw -576802.513858 + Penalty 2716.337964 = -574086.175894 nChanged 15 SP:Iteration 30Q (2958.261943 sec): 3 clusters Score: Raw -576809.035994 + Penalty 2716.337964 = -574092.698031 nChanged 8 SP:Iteration 31Q (2958.308446 sec): 3 clusters Score: Raw -576813.569843 + Penalty 2716.337964 = -574097.231879 nChanged 8 SP:Iteration 32Q (2958.358168 sec): 3 clusters Score: Raw -576817.870513 + Penalty 2716.337964 = -574101.532549 nChanged 10 SP:Iteration 33Q (2958.417746 sec): 3 clusters Score: Raw -576823.083127 + Penalty 2716.337964 = -574106.745163 nChanged 10 SP:Iteration 34Q (2958.460209 sec): 3 clusters Score: Raw -576831.793436 + Penalty 2716.337964 = -574115.455472 nChanged 11 SP:Iteration 35Q (2958.509046 sec): 3 clusters Score: Raw -576839.940842 + Penalty 2716.337964 = -574123.602878 nChanged 15 SP:Iteration 36Q (2958.550517 sec): 3 clusters Score: Raw -576848.062069 + Penalty 2716.337964 = -574131.724105 nChanged 14 SP:Iteration 37Q (2958.607490 sec): 3 clusters Score: Raw -576858.232195 + Penalty 2716.337964 = -574141.894231 nChanged 10 SP:Iteration 38Q (2958.642731 sec): 3 clusters Score: Raw -576868.619149 + Penalty 2716.337964 = -574152.281186 nChanged 13 SP:Iteration 39Q (2958.697324 sec): 3 clusters Score: Raw -576875.649551 + Penalty 2716.337964 = -574159.311587 nChanged 5 SP:Iteration 40F (2958.732477 sec): 3 clusters Score: Raw -576878.722108 + Penalty 2716.337964 = -574162.384144 nChanged 6 SP:Iteration 41Q (2958.794545 sec): 3 clusters Score: Raw -576883.155029 + Penalty 2716.337964 = -574166.817065 nChanged 5 SP:Iteration 42Q (2958.843413 sec): 3 clusters Score: Raw -576885.152495 + Penalty 2716.337964 = -574168.814531 nChanged 1 SP:Iteration 43Q (2958.895643 sec): 3 clusters Score: Raw -576885.616795 + Penalty 2716.337964 = -574169.278831 nChanged 2 SP:Iteration 44Q (2958.948053 sec): 3 clusters Score: Raw -576886.195922 + Penalty 2716.337964 = -574169.857958 nChanged 3 SP:Iteration 45Q (2958.993863 sec): 3 clusters Score: Raw -576887.239223 + Penalty 2716.337964 = -574170.901259 nChanged 3 SP:Iteration 46Q (2959.044271 sec): 3 clusters Score: Raw -576889.038054 + Penalty 2716.337964 = -574172.700090 nChanged 1 SP:Iteration 47Q (2959.093090 sec): 3 clusters Score: Raw -576889.386257 + Penalty 2716.337964 = -574173.048293 nChanged 4 SP:Iteration 48Q (2959.142215 sec): 3 clusters Score: Raw -576891.398396 + Penalty 2716.337964 = -574175.060432 nChanged 6 SP:Iteration 49Q (2959.194228 sec): 3 clusters Score: Raw -576893.393817 + Penalty 2716.337964 = -574177.055854 nChanged 3 SP:Iteration 50Q (2959.243286 sec): 3 clusters Score: Raw -576894.222948 + Penalty 2716.337964 = -574177.884984 nChanged 3 SP:Iteration 51Q (2959.294504 sec): 3 clusters Score: Raw -576896.108606 + Penalty 2716.337964 = -574179.770642 nChanged 3 SP:Iteration 52Q (2959.350958 sec): 3 clusters Score: Raw -576897.198666 + Penalty 2716.337964 = -574180.860703 nChanged 2 SP:Iteration 53Q (2959.392507 sec): 3 clusters Score: Raw -576898.351428 + Penalty 2716.337964 = -574182.013464 nChanged 0 SP:Iteration 54F (2959.454968 sec): 3 clusters Score: Raw -576898.351428 + Penalty 2716.337964 = -574182.013464 nChanged 0 Trying to split cluster 27 (2762 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2959.475425 sec): 2 clusters Score: Raw -331050.582103 + Penalty 1287.602929 = -329762.979174 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2959.538962 sec): 3 clusters Score: Raw -329799.511685 + Penalty 2575.205859 = -327224.305826 nChanged 995 SP:Iteration 1F (2959.578022 sec): 3 clusters Score: Raw -330446.825923 + Penalty 2575.205859 = -327871.620064 nChanged 233 SP:Iteration 2F (2959.624908 sec): 3 clusters Score: Raw -330627.394653 + Penalty 2575.205859 = -328052.188794 nChanged 172 SP:Iteration 3F (2959.673211 sec): 3 clusters Score: Raw -330772.818209 + Penalty 2575.205859 = -328197.612351 nChanged 147 SP:Iteration 4F (2959.724765 sec): 3 clusters Score: Raw -330906.881382 + Penalty 2575.205859 = -328331.675524 nChanged 147 SP:Iteration 5F (2959.778395 sec): 3 clusters Score: Raw -331021.118621 + Penalty 2575.205859 = -328445.912763 nChanged 119 SP:Iteration 6Q (2959.829820 sec): 3 clusters Score: Raw -331112.408265 + Penalty 2575.205859 = -328537.202406 nChanged 93 SP:Iteration 7Q (2959.876217 sec): 3 clusters Score: Raw -331178.247425 + Penalty 2575.205859 = -328603.041566 nChanged 84 SP:Iteration 8Q (2959.919548 sec): 3 clusters Score: Raw -331237.947859 + Penalty 2575.205859 = -328662.742000 nChanged 80 SP:Iteration 9Q (2959.966583 sec): 3 clusters Score: Raw -331311.820378 + Penalty 2575.205859 = -328736.614519 nChanged 80 SP:Iteration 10Q (2960.017740 sec): 3 clusters Score: Raw -331379.960419 + Penalty 2575.205859 = -328804.754560 nChanged 62 SP:Iteration 11Q (2960.074592 sec): 3 clusters Score: Raw -331430.706642 + Penalty 2575.205859 = -328855.500784 nChanged 47 SP:Iteration 12Q (2960.118021 sec): 3 clusters Score: Raw -331472.429168 + Penalty 2575.205859 = -328897.223310 nChanged 32 SP:Iteration 13Q (2960.171889 sec): 3 clusters Score: Raw -331493.249896 + Penalty 2575.205859 = -328918.044038 nChanged 31 SP:Iteration 14Q (2960.220541 sec): 3 clusters Score: Raw -331519.089349 + Penalty 2575.205859 = -328943.883490 nChanged 26 SP:Iteration 15Q (2960.266376 sec): 3 clusters Score: Raw -331540.909585 + Penalty 2575.205859 = -328965.703726 nChanged 24 SP:Iteration 16Q (2960.311101 sec): 3 clusters Score: Raw -331559.706452 + Penalty 2575.205859 = -328984.500593 nChanged 17 SP:Iteration 17Q (2960.357383 sec): 3 clusters Score: Raw -331572.991699 + Penalty 2575.205859 = -328997.785841 nChanged 19 SP:Iteration 18Q (2960.402942 sec): 3 clusters Score: Raw -331592.203221 + Penalty 2575.205859 = -329016.997362 nChanged 17 SP:Iteration 19Q (2960.450712 sec): 3 clusters Score: Raw -331602.115792 + Penalty 2575.205859 = -329026.909934 nChanged 7 SP:Iteration 20F (2960.496387 sec): 3 clusters Score: Raw -331620.265095 + Penalty 2575.205859 = -329045.059237 nChanged 4 SP:Iteration 21Q (2960.545041 sec): 3 clusters Score: Raw -331626.963372 + Penalty 2575.205859 = -329051.757513 nChanged 7 SP:Iteration 22Q (2960.593182 sec): 3 clusters Score: Raw -331631.756352 + Penalty 2575.205859 = -329056.550493 nChanged 10 SP:Iteration 23Q (2960.638841 sec): 3 clusters Score: Raw -331637.097236 + Penalty 2575.205859 = -329061.891378 nChanged 3 SP:Iteration 24Q (2960.694688 sec): 3 clusters Score: Raw -331639.197893 + Penalty 2575.205859 = -329063.992034 nChanged 3 SP:Iteration 25Q (2960.742003 sec): 3 clusters Score: Raw -331641.195823 + Penalty 2575.205859 = -329065.989965 nChanged 2 SP:Iteration 26Q (2960.787338 sec): 3 clusters Score: Raw -331642.640627 + Penalty 2575.205859 = -329067.434769 nChanged 2 SP:Iteration 27Q (2960.840862 sec): 3 clusters Score: Raw -331644.461817 + Penalty 2575.205859 = -329069.255958 nChanged 2 SP:Iteration 28Q (2960.888043 sec): 3 clusters Score: Raw -331645.112449 + Penalty 2575.205859 = -329069.906591 nChanged 1 SP:Iteration 29Q (2960.930048 sec): 3 clusters Score: Raw -331645.394963 + Penalty 2575.205859 = -329070.189105 nChanged 0 SP:Iteration 30F (2960.971734 sec): 3 clusters Score: Raw -331645.394963 + Penalty 2575.205859 = -329070.189105 nChanged 0 Trying to split cluster 28 (6783 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2961.009628 sec): 2 clusters Score: Raw -870904.489581 + Penalty 1433.603399 = -869470.886183 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2961.071215 sec): 3 clusters Score: Raw -867219.960561 + Penalty 2867.206797 = -864352.753764 nChanged 2867 SP:Iteration 1F (2961.119192 sec): 3 clusters Score: Raw -868852.422373 + Penalty 2867.206797 = -865985.215576 nChanged 467 SP:Iteration 2F (2961.175993 sec): 3 clusters Score: Raw -869122.453319 + Penalty 2867.206797 = -866255.246522 nChanged 388 SP:Iteration 3F (2961.239823 sec): 3 clusters Score: Raw -869371.900298 + Penalty 2867.206797 = -866504.693501 nChanged 347 SP:Iteration 4F (2961.290665 sec): 3 clusters Score: Raw -869596.317973 + Penalty 2867.206797 = -866729.111176 nChanged 317 SP:Iteration 5Q (2961.348101 sec): 3 clusters Score: Raw -869813.202756 + Penalty 2867.206797 = -866945.995958 nChanged 325 SP:Iteration 6Q (2961.402911 sec): 3 clusters Score: Raw -870035.163675 + Penalty 2867.206797 = -867167.956877 nChanged 322 SP:Iteration 7Q (2961.458047 sec): 3 clusters Score: Raw -870268.193532 + Penalty 2867.206797 = -867400.986735 nChanged 333 SP:Iteration 8Q (2961.509407 sec): 3 clusters Score: Raw -870474.487980 + Penalty 2867.206797 = -867607.281183 nChanged 301 SP:Iteration 9Q (2961.568092 sec): 3 clusters Score: Raw -870669.900012 + Penalty 2867.206797 = -867802.693214 nChanged 293 SP:Iteration 10Q (2961.618427 sec): 3 clusters Score: Raw -870869.424660 + Penalty 2867.206797 = -868002.217863 nChanged 277 SP:Iteration 11Q (2961.668850 sec): 3 clusters Score: Raw -871056.694241 + Penalty 2867.206797 = -868189.487444 nChanged 248 SP:Iteration 12Q (2961.729799 sec): 3 clusters Score: Raw -871210.153414 + Penalty 2867.206797 = -868342.946617 nChanged 230 SP:Iteration 13Q (2961.780336 sec): 3 clusters Score: Raw -871338.984726 + Penalty 2867.206797 = -868471.777929 nChanged 188 SP:Iteration 14Q (2961.842501 sec): 3 clusters Score: Raw -871431.786508 + Penalty 2867.206797 = -868564.579710 nChanged 144 SP:Iteration 15Q (2961.898955 sec): 3 clusters Score: Raw -871489.833140 + Penalty 2867.206797 = -868622.626343 nChanged 105 SP:Iteration 16Q (2961.957552 sec): 3 clusters Score: Raw -871524.082343 + Penalty 2867.206797 = -868656.875546 nChanged 89 SP:Iteration 17Q (2962.016466 sec): 3 clusters Score: Raw -871550.767928 + Penalty 2867.206797 = -868683.561131 nChanged 60 SP:Iteration 18Q (2962.074436 sec): 3 clusters Score: Raw -871564.939208 + Penalty 2867.206797 = -868697.732411 nChanged 39 SP:Iteration 19Q (2962.118505 sec): 3 clusters Score: Raw -871573.570742 + Penalty 2867.206797 = -868706.363945 nChanged 20 SP:Iteration 20F (2962.183482 sec): 3 clusters Score: Raw -871577.285430 + Penalty 2867.206797 = -868710.078633 nChanged 25 SP:Iteration 21Q (2962.232510 sec): 3 clusters Score: Raw -871583.206435 + Penalty 2867.206797 = -868715.999638 nChanged 18 SP:Iteration 22Q (2962.278312 sec): 3 clusters Score: Raw -871587.184598 + Penalty 2867.206797 = -868719.977801 nChanged 16 SP:Iteration 23Q (2962.341106 sec): 3 clusters Score: Raw -871589.922472 + Penalty 2867.206797 = -868722.715674 nChanged 19 SP:Iteration 24Q (2962.399815 sec): 3 clusters Score: Raw -871592.640729 + Penalty 2867.206797 = -868725.433931 nChanged 9 SP:Iteration 25Q (2962.447391 sec): 3 clusters Score: Raw -871594.687477 + Penalty 2867.206797 = -868727.480680 nChanged 8 SP:Iteration 26Q (2962.510469 sec): 3 clusters Score: Raw -871596.289979 + Penalty 2867.206797 = -868729.083182 nChanged 4 SP:Iteration 27Q (2962.560628 sec): 3 clusters Score: Raw -871597.074334 + Penalty 2867.206797 = -868729.867537 nChanged 5 SP:Iteration 28Q (2962.624597 sec): 3 clusters Score: Raw -871597.906508 + Penalty 2867.206797 = -868730.699711 nChanged 7 SP:Iteration 29Q (2962.673237 sec): 3 clusters Score: Raw -871599.244145 + Penalty 2867.206797 = -868732.037348 nChanged 8 SP:Iteration 30Q (2962.739315 sec): 3 clusters Score: Raw -871600.463225 + Penalty 2867.206797 = -868733.256428 nChanged 9 SP:Iteration 31Q (2962.787495 sec): 3 clusters Score: Raw -871601.982675 + Penalty 2867.206797 = -868734.775878 nChanged 7 SP:Iteration 32Q (2962.831035 sec): 3 clusters Score: Raw -871603.760874 + Penalty 2867.206797 = -868736.554076 nChanged 10 SP:Iteration 33Q (2962.884834 sec): 3 clusters Score: Raw -871605.705771 + Penalty 2867.206797 = -868738.498974 nChanged 11 SP:Iteration 34Q (2962.935373 sec): 3 clusters Score: Raw -871607.868977 + Penalty 2867.206797 = -868740.662180 nChanged 4 SP:Iteration 35Q (2962.986439 sec): 3 clusters Score: Raw -871608.469431 + Penalty 2867.206797 = -868741.262634 nChanged 4 SP:Iteration 36Q (2963.009909 sec): 3 clusters Score: Raw -871609.096548 + Penalty 2867.206797 = -868741.889751 nChanged 5 SP:Iteration 37Q (2963.037954 sec): 3 clusters Score: Raw -871609.960958 + Penalty 2867.206797 = -868742.754161 nChanged 4 SP:Iteration 38Q (2963.098165 sec): 3 clusters Score: Raw -871610.422909 + Penalty 2867.206797 = -868743.216112 nChanged 3 SP:Iteration 39Q (2963.164940 sec): 3 clusters Score: Raw -871610.732304 + Penalty 2867.206797 = -868743.525506 nChanged 1 SP:Iteration 40F (2963.210706 sec): 3 clusters Score: Raw -871610.962576 + Penalty 2867.206797 = -868743.755779 nChanged 1 SP:Iteration 41Q (2963.247505 sec): 3 clusters Score: Raw -871611.009732 + Penalty 2867.206797 = -868743.802934 nChanged 2 SP:Iteration 42Q (2963.297815 sec): 3 clusters Score: Raw -871611.270999 + Penalty 2867.206797 = -868744.064202 nChanged 0 SP:Iteration 43F (2963.343960 sec): 3 clusters Score: Raw -871611.270999 + Penalty 2867.206797 = -868744.064202 nChanged 0 Trying to split cluster 29 (143526 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (2963.540075 sec): 2 clusters Score: Raw -19244735.221933 + Penalty 1929.569116 = -19242805.652817 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (2963.817573 sec): 3 clusters Score: Raw -19150785.904827 + Penalty 3859.138232 = -19146926.766595 nChanged 68854 SP:Iteration 1F (2964.100794 sec): 3 clusters Score: Raw -19191851.905763 + Penalty 3859.138232 = -19187992.767531 nChanged 5938 SP:Iteration 2Q (2964.397471 sec): 3 clusters Score: Raw -19194465.863152 + Penalty 3859.138232 = -19190606.724920 nChanged 6658 SP:Iteration 3Q (2964.685844 sec): 3 clusters Score: Raw -19197787.867456 + Penalty 3859.138232 = -19193928.729225 nChanged 7343 SP:Iteration 4F (2964.960193 sec): 3 clusters Score: Raw -19201685.742979 + Penalty 3859.138232 = -19197826.604747 nChanged 7944 SP:Iteration 5F (2965.239212 sec): 3 clusters Score: Raw -19205937.370778 + Penalty 3859.138232 = -19202078.232546 nChanged 8014 SP:Iteration 6F (2965.500787 sec): 3 clusters Score: Raw -19210598.724071 + Penalty 3859.138232 = -19206739.585839 nChanged 8000 SP:Iteration 7F (2965.754139 sec): 3 clusters Score: Raw -19215777.383067 + Penalty 3859.138232 = -19211918.244835 nChanged 7635 SP:Iteration 8F (2966.011386 sec): 3 clusters Score: Raw -19221194.943148 + Penalty 3859.138232 = -19217335.804916 nChanged 6977 SP:Iteration 9Q (2966.272342 sec): 3 clusters Score: Raw -19226356.888114 + Penalty 3859.138232 = -19222497.749882 nChanged 5966 SP:Iteration 10Q (2966.537525 sec): 3 clusters Score: Raw -19230732.607930 + Penalty 3859.138232 = -19226873.469699 nChanged 4730 SP:Iteration 11Q (2966.779686 sec): 3 clusters Score: Raw -19233917.050684 + Penalty 3859.138232 = -19230057.912452 nChanged 3769 SP:Iteration 12Q (2967.033295 sec): 3 clusters Score: Raw -19236120.847239 + Penalty 3859.138232 = -19232261.709007 nChanged 3098 SP:Iteration 13Q (2967.298954 sec): 3 clusters Score: Raw -19237818.648636 + Penalty 3859.138232 = -19233959.510404 nChanged 2677 SP:Iteration 14Q (2967.556165 sec): 3 clusters Score: Raw -19239170.489117 + Penalty 3859.138232 = -19235311.350885 nChanged 2225 SP:Iteration 15Q (2967.807012 sec): 3 clusters Score: Raw -19240179.753341 + Penalty 3859.138232 = -19236320.615109 nChanged 1984 SP:Iteration 16Q (2968.049757 sec): 3 clusters Score: Raw -19241052.799508 + Penalty 3859.138232 = -19237193.661276 nChanged 1802 SP:Iteration 17Q (2968.294591 sec): 3 clusters Score: Raw -19241858.781027 + Penalty 3859.138232 = -19237999.642796 nChanged 1535 SP:Iteration 18Q (2968.541618 sec): 3 clusters Score: Raw -19242520.264635 + Penalty 3859.138232 = -19238661.126403 nChanged 1245 SP:Iteration 19Q (2968.788601 sec): 3 clusters Score: Raw -19243025.683760 + Penalty 3859.138232 = -19239166.545528 nChanged 1041 SP:Iteration 20F (2969.058862 sec): 3 clusters Score: Raw -19243430.504637 + Penalty 3859.138232 = -19239571.366405 nChanged 870 SP:Iteration 21Q (2969.307975 sec): 3 clusters Score: Raw -19243766.201228 + Penalty 3859.138232 = -19239907.062996 nChanged 716 SP:Iteration 22Q (2969.525108 sec): 3 clusters Score: Raw -19244050.325764 + Penalty 3859.138232 = -19240191.187532 nChanged 639 SP:Iteration 23Q (2969.751499 sec): 3 clusters Score: Raw -19244287.968007 + Penalty 3859.138232 = -19240428.829775 nChanged 468 SP:Iteration 24Q (2969.975396 sec): 3 clusters Score: Raw -19244455.130873 + Penalty 3859.138232 = -19240595.992641 nChanged 389 SP:Iteration 25Q (2970.201481 sec): 3 clusters Score: Raw -19244602.461987 + Penalty 3859.138232 = -19240743.323755 nChanged 309 SP:Iteration 26Q (2970.424176 sec): 3 clusters Score: Raw -19244725.495201 + Penalty 3859.138232 = -19240866.356969 nChanged 267 SP:Iteration 27Q (2970.660083 sec): 3 clusters Score: Raw -19244832.977359 + Penalty 3859.138232 = -19240973.839128 nChanged 214 SP:Iteration 28Q (2970.884911 sec): 3 clusters Score: Raw -19244925.417220 + Penalty 3859.138232 = -19241066.278988 nChanged 186 SP:Iteration 29Q (2971.115771 sec): 3 clusters Score: Raw -19245000.358540 + Penalty 3859.138232 = -19241141.220309 nChanged 159 SP:Iteration 30Q (2971.332791 sec): 3 clusters Score: Raw -19245048.841869 + Penalty 3859.138232 = -19241189.703637 nChanged 120 SP:Iteration 31Q (2971.538073 sec): 3 clusters Score: Raw -19245086.331176 + Penalty 3859.138232 = -19241227.192945 nChanged 96 SP:Iteration 32Q (2971.745123 sec): 3 clusters Score: Raw -19245116.048192 + Penalty 3859.138232 = -19241256.909960 nChanged 97 SP:Iteration 33Q (2971.948739 sec): 3 clusters Score: Raw -19245142.949291 + Penalty 3859.138232 = -19241283.811059 nChanged 77 SP:Iteration 34Q (2972.153653 sec): 3 clusters Score: Raw -19245162.065980 + Penalty 3859.138232 = -19241302.927749 nChanged 54 SP:Iteration 35Q (2972.368632 sec): 3 clusters Score: Raw -19245176.266352 + Penalty 3859.138232 = -19241317.128120 nChanged 45 SP:Iteration 36Q (2972.591944 sec): 3 clusters Score: Raw -19245188.647997 + Penalty 3859.138232 = -19241329.509766 nChanged 51 SP:Iteration 37Q (2972.828592 sec): 3 clusters Score: Raw -19245202.812202 + Penalty 3859.138232 = -19241343.673970 nChanged 61 SP:Iteration 38Q (2973.060053 sec): 3 clusters Score: Raw -19245224.359619 + Penalty 3859.138232 = -19241365.221387 nChanged 58 SP:Iteration 39Q (2973.283037 sec): 3 clusters Score: Raw -19245244.973046 + Penalty 3859.138232 = -19241385.834815 nChanged 63 SP:Iteration 40F (2973.536178 sec): 3 clusters Score: Raw -19245264.991465 + Penalty 3859.138232 = -19241405.853233 nChanged 47 SP:Iteration 41Q (2973.752239 sec): 3 clusters Score: Raw -19245281.967583 + Penalty 3859.138232 = -19241422.829351 nChanged 62 SP:Iteration 42Q (2973.968203 sec): 3 clusters Score: Raw -19245302.899928 + Penalty 3859.138232 = -19241443.761696 nChanged 50 SP:Iteration 43Q (2974.165125 sec): 3 clusters Score: Raw -19245320.605970 + Penalty 3859.138232 = -19241461.467738 nChanged 52 SP:Iteration 44Q (2974.371716 sec): 3 clusters Score: Raw -19245337.198746 + Penalty 3859.138232 = -19241478.060515 nChanged 49 SP:Iteration 45Q (2974.571882 sec): 3 clusters Score: Raw -19245353.089321 + Penalty 3859.138232 = -19241493.951089 nChanged 52 SP:Iteration 46Q (2974.779278 sec): 3 clusters Score: Raw -19245371.636221 + Penalty 3859.138232 = -19241512.497989 nChanged 44 SP:Iteration 47Q (2975.000677 sec): 3 clusters Score: Raw -19245388.459212 + Penalty 3859.138232 = -19241529.320981 nChanged 44 SP:Iteration 48Q (2975.212378 sec): 3 clusters Score: Raw -19245404.219189 + Penalty 3859.138232 = -19241545.080958 nChanged 43 SP:Iteration 49Q (2975.412620 sec): 3 clusters Score: Raw -19245419.374141 + Penalty 3859.138232 = -19241560.235909 nChanged 39 SP:Iteration 50Q (2975.619525 sec): 3 clusters Score: Raw -19245430.087575 + Penalty 3859.138232 = -19241570.949344 nChanged 32 SP:Iteration 51Q (2975.846909 sec): 3 clusters Score: Raw -19245438.079199 + Penalty 3859.138232 = -19241578.940967 nChanged 29 SP:Iteration 52Q (2976.064834 sec): 3 clusters Score: Raw -19245447.255001 + Penalty 3859.138232 = -19241588.116770 nChanged 25 SP:Iteration 53Q (2976.280632 sec): 3 clusters Score: Raw -19245453.366331 + Penalty 3859.138232 = -19241594.228099 nChanged 22 SP:Iteration 54Q (2976.500030 sec): 3 clusters Score: Raw -19245459.623914 + Penalty 3859.138232 = -19241600.485682 nChanged 21 SP:Iteration 55Q (2976.720455 sec): 3 clusters Score: Raw -19245466.243001 + Penalty 3859.138232 = -19241607.104769 nChanged 20 SP:Iteration 56Q (2976.935176 sec): 3 clusters Score: Raw -19245470.628432 + Penalty 3859.138232 = -19241611.490200 nChanged 17 SP:Iteration 57Q (2977.150416 sec): 3 clusters Score: Raw -19245474.973102 + Penalty 3859.138232 = -19241615.834870 nChanged 15 SP:Iteration 58Q (2977.372546 sec): 3 clusters Score: Raw -19245478.899809 + Penalty 3859.138232 = -19241619.761577 nChanged 15 SP:Iteration 59Q (2977.584418 sec): 3 clusters Score: Raw -19245481.894544 + Penalty 3859.138232 = -19241622.756312 nChanged 13 SP:Iteration 60F (2977.840089 sec): 3 clusters Score: Raw -19245485.267452 + Penalty 3859.138232 = -19241626.129221 nChanged 9 SP:Iteration 61Q (2978.042215 sec): 3 clusters Score: Raw -19245488.197983 + Penalty 3859.138232 = -19241629.059751 nChanged 11 SP:Iteration 62Q (2978.253386 sec): 3 clusters Score: Raw -19245490.466287 + Penalty 3859.138232 = -19241631.328055 nChanged 10 SP:Iteration 63Q (2978.476816 sec): 3 clusters Score: Raw -19245492.883721 + Penalty 3859.138232 = -19241633.745489 nChanged 7 SP:Iteration 64Q (2978.685999 sec): 3 clusters Score: Raw -19245493.752275 + Penalty 3859.138232 = -19241634.614043 nChanged 2 SP:Iteration 65Q (2978.903205 sec): 3 clusters Score: Raw -19245494.108870 + Penalty 3859.138232 = -19241634.970638 nChanged 2 SP:Iteration 66Q (2979.102399 sec): 3 clusters Score: Raw -19245494.444074 + Penalty 3859.138232 = -19241635.305843 nChanged 2 SP:Iteration 67Q (2979.310012 sec): 3 clusters Score: Raw -19245494.867568 + Penalty 3859.138232 = -19241635.729336 nChanged 2 SP:Iteration 68Q (2979.523036 sec): 3 clusters Score: Raw -19245495.216172 + Penalty 3859.138232 = -19241636.077940 nChanged 1 SP:Iteration 69Q (2979.730629 sec): 3 clusters Score: Raw -19245495.387630 + Penalty 3859.138232 = -19241636.249398 nChanged 1 SP:Iteration 70Q (2979.940201 sec): 3 clusters Score: Raw -19245495.506001 + Penalty 3859.138232 = -19241636.367769 nChanged 2 SP:Iteration 71Q (2980.167314 sec): 3 clusters Score: Raw -19245495.852170 + Penalty 3859.138232 = -19241636.713938 nChanged 1 SP:Iteration 72Q (2980.369063 sec): 3 clusters Score: Raw -19245496.020825 + Penalty 3859.138232 = -19241636.882594 nChanged 3 SP:Iteration 73Q (2980.577331 sec): 3 clusters Score: Raw -19245496.429779 + Penalty 3859.138232 = -19241637.291547 nChanged 3 SP:Iteration 74Q (2980.813245 sec): 3 clusters Score: Raw -19245497.032753 + Penalty 3859.138232 = -19241637.894521 nChanged 4 SP:Iteration 75Q (2981.032602 sec): 3 clusters Score: Raw -19245497.808871 + Penalty 3859.138232 = -19241638.670639 nChanged 7 SP:Iteration 76Q (2981.259725 sec): 3 clusters Score: Raw -19245499.649205 + Penalty 3859.138232 = -19241640.510973 nChanged 3 SP:Iteration 77Q (2981.469072 sec): 3 clusters Score: Raw -19245500.368823 + Penalty 3859.138232 = -19241641.230591 nChanged 6 SP:Iteration 78Q (2981.701284 sec): 3 clusters Score: Raw -19245502.123748 + Penalty 3859.138232 = -19241642.985516 nChanged 13 SP:Iteration 79Q (2981.914725 sec): 3 clusters Score: Raw -19245504.809334 + Penalty 3859.138232 = -19241645.671103 nChanged 11 SP:Iteration 80F (2982.170933 sec): 3 clusters Score: Raw -19245506.829450 + Penalty 3859.138232 = -19241647.691218 nChanged 9 SP:Iteration 81Q (2982.387689 sec): 3 clusters Score: Raw -19245509.864511 + Penalty 3859.138232 = -19241650.726279 nChanged 14 SP:Iteration 82Q (2982.604362 sec): 3 clusters Score: Raw -19245513.819860 + Penalty 3859.138232 = -19241654.681628 nChanged 12 SP:Iteration 83Q (2982.818352 sec): 3 clusters Score: Raw -19245516.179462 + Penalty 3859.138232 = -19241657.041230 nChanged 11 SP:Iteration 84Q (2983.029172 sec): 3 clusters Score: Raw -19245517.898528 + Penalty 3859.138232 = -19241658.760296 nChanged 8 SP:Iteration 85Q (2983.235429 sec): 3 clusters Score: Raw -19245519.418450 + Penalty 3859.138232 = -19241660.280219 nChanged 11 SP:Iteration 86Q (2983.445142 sec): 3 clusters Score: Raw -19245523.253162 + Penalty 3859.138232 = -19241664.114930 nChanged 18 SP:Iteration 87Q (2983.646680 sec): 3 clusters Score: Raw -19245529.030425 + Penalty 3859.138232 = -19241669.892193 nChanged 23 SP:Iteration 88Q (2983.867212 sec): 3 clusters Score: Raw -19245535.713534 + Penalty 3859.138232 = -19241676.575302 nChanged 26 SP:Iteration 89Q (2984.089145 sec): 3 clusters Score: Raw -19245544.921216 + Penalty 3859.138232 = -19241685.782984 nChanged 27 SP:Iteration 90Q (2984.306679 sec): 3 clusters Score: Raw -19245553.744086 + Penalty 3859.138232 = -19241694.605854 nChanged 28 SP:Iteration 91Q (2984.534811 sec): 3 clusters Score: Raw -19245562.746995 + Penalty 3859.138232 = -19241703.608763 nChanged 32 SP:Iteration 92Q (2984.756204 sec): 3 clusters Score: Raw -19245573.343479 + Penalty 3859.138232 = -19241714.205247 nChanged 45 SP:Iteration 93Q (2984.979828 sec): 3 clusters Score: Raw -19245589.597296 + Penalty 3859.138232 = -19241730.459064 nChanged 49 SP:Iteration 94Q (2985.202310 sec): 3 clusters Score: Raw -19245604.347848 + Penalty 3859.138232 = -19241745.209616 nChanged 51 SP:Iteration 95Q (2985.418653 sec): 3 clusters Score: Raw -19245621.315687 + Penalty 3859.138232 = -19241762.177456 nChanged 56 SP:Iteration 96Q (2985.650227 sec): 3 clusters Score: Raw -19245641.852441 + Penalty 3859.138232 = -19241782.714210 nChanged 55 SP:Iteration 97Q (2985.864629 sec): 3 clusters Score: Raw -19245662.621463 + Penalty 3859.138232 = -19241803.483231 nChanged 52 SP:Iteration 98Q (2986.069125 sec): 3 clusters Score: Raw -19245681.012089 + Penalty 3859.138232 = -19241821.873857 nChanged 46 SP:Iteration 99Q (2986.269217 sec): 3 clusters Score: Raw -19245693.207888 + Penalty 3859.138232 = -19241834.069656 nChanged 31 SP:Iteration 100F (2986.522434 sec): 3 clusters Score: Raw -19245699.147008 + Penalty 3859.138232 = -19241840.008776 nChanged 30 SP:Iteration 101Q (2986.733241 sec): 3 clusters Score: Raw -19245706.551610 + Penalty 3859.138232 = -19241847.413378 nChanged 25 SP:Iteration 102Q (2986.949224 sec): 3 clusters Score: Raw -19245712.841793 + Penalty 3859.138232 = -19241853.703562 nChanged 27 SP:Iteration 103Q (2987.165083 sec): 3 clusters Score: Raw -19245720.449950 + Penalty 3859.138232 = -19241861.311718 nChanged 31 SP:Iteration 104Q (2987.380836 sec): 3 clusters Score: Raw -19245729.415170 + Penalty 3859.138232 = -19241870.276938 nChanged 33 SP:Iteration 105Q (2987.603332 sec): 3 clusters Score: Raw -19245739.445040 + Penalty 3859.138232 = -19241880.306808 nChanged 37 SP:Iteration 106Q (2987.820946 sec): 3 clusters Score: Raw -19245746.678061 + Penalty 3859.138232 = -19241887.539830 nChanged 19 SP:Iteration 107Q (2988.036129 sec): 3 clusters Score: Raw -19245750.815198 + Penalty 3859.138232 = -19241891.676966 nChanged 10 SP:Iteration 108Q (2988.269287 sec): 3 clusters Score: Raw -19245753.621375 + Penalty 3859.138232 = -19241894.483143 nChanged 13 SP:Iteration 109Q (2988.496890 sec): 3 clusters Score: Raw -19245756.047114 + Penalty 3859.138232 = -19241896.908882 nChanged 5 SP:Iteration 110Q (2988.721478 sec): 3 clusters Score: Raw -19245757.035778 + Penalty 3859.138232 = -19241897.897546 nChanged 5 SP:Iteration 111Q (2988.930603 sec): 3 clusters Score: Raw -19245757.759566 + Penalty 3859.138232 = -19241898.621334 nChanged 3 SP:Iteration 112Q (2989.155033 sec): 3 clusters Score: Raw -19245758.651467 + Penalty 3859.138232 = -19241899.513235 nChanged 7 SP:Iteration 113Q (2989.370020 sec): 3 clusters Score: Raw -19245760.113086 + Penalty 3859.138232 = -19241900.974854 nChanged 7 SP:Iteration 114Q (2989.584606 sec): 3 clusters Score: Raw -19245762.070401 + Penalty 3859.138232 = -19241902.932169 nChanged 12 SP:Iteration 115Q (2989.800693 sec): 3 clusters Score: Raw -19245764.015322 + Penalty 3859.138232 = -19241904.877091 nChanged 5 SP:Iteration 116Q (2990.013345 sec): 3 clusters Score: Raw -19245765.097673 + Penalty 3859.138232 = -19241905.959441 nChanged 7 SP:Iteration 117Q (2990.218358 sec): 3 clusters Score: Raw -19245766.297676 + Penalty 3859.138232 = -19241907.159445 nChanged 6 SP:Iteration 118Q (2990.434181 sec): 3 clusters Score: Raw -19245767.841115 + Penalty 3859.138232 = -19241908.702883 nChanged 8 SP:Iteration 119Q (2990.643666 sec): 3 clusters Score: Raw -19245769.375287 + Penalty 3859.138232 = -19241910.237055 nChanged 10 SP:Iteration 120F (2990.925319 sec): 3 clusters Score: Raw -19245771.080475 + Penalty 3859.138232 = -19241911.942243 nChanged 8 SP:Iteration 121Q (2991.152299 sec): 3 clusters Score: Raw -19245772.235494 + Penalty 3859.138232 = -19241913.097262 nChanged 3 SP:Iteration 122Q (2991.377191 sec): 3 clusters Score: Raw -19245773.025479 + Penalty 3859.138232 = -19241913.887247 nChanged 3 SP:Iteration 123Q (2991.606635 sec): 3 clusters Score: Raw -19245773.554937 + Penalty 3859.138232 = -19241914.416705 nChanged 1 SP:Iteration 124Q (2991.823821 sec): 3 clusters Score: Raw -19245773.747732 + Penalty 3859.138232 = -19241914.609500 nChanged 1 SP:Iteration 125Q (2992.025678 sec): 3 clusters Score: Raw -19245773.871780 + Penalty 3859.138232 = -19241914.733549 nChanged 1 SP:Iteration 126Q (2992.237547 sec): 3 clusters Score: Raw -19245773.997090 + Penalty 3859.138232 = -19241914.858858 nChanged 1 SP:Iteration 127Q (2992.447718 sec): 3 clusters Score: Raw -19245774.319588 + Penalty 3859.138232 = -19241915.181356 nChanged 3 SP:Iteration 128Q (2992.666454 sec): 3 clusters Score: Raw -19245774.633614 + Penalty 3859.138232 = -19241915.495382 nChanged 0 SP:Iteration 129F (2992.926944 sec): 3 clusters Score: Raw -19245774.633614 + Penalty 3859.138232 = -19241915.495382 nChanged 0 Iteration 259Q (2998.977020 sec): 30 clusters Score: Raw -99937512.425147 + Penalty 63883.449798 = -99873628.975349 nChanged 159 Iteration 260F (3012.412458 sec): 30 clusters Score: Raw -99937517.745773 + Penalty 63883.449798 = -99873634.295975 nChanged 183 Iteration 261Q (3018.479196 sec): 30 clusters Score: Raw -99937524.615407 + Penalty 63883.449798 = -99873641.165609 nChanged 211 Iteration 262Q (3024.450853 sec): 30 clusters Score: Raw -99937532.706081 + Penalty 63883.449798 = -99873649.256283 nChanged 202 Iteration 263Q (3030.373553 sec): 30 clusters Score: Raw -99937539.693444 + Penalty 63883.449798 = -99873656.243647 nChanged 199 Iteration 264Q (3036.563051 sec): 30 clusters Score: Raw -99937547.026643 + Penalty 63883.449798 = -99873663.576845 nChanged 203 Iteration 265Q (3042.504486 sec): 30 clusters Score: Raw -99937554.957863 + Penalty 63883.449798 = -99873671.508066 nChanged 223 Iteration 266Q (3048.698507 sec): 30 clusters Score: Raw -99937563.779483 + Penalty 63883.449798 = -99873680.329685 nChanged 219 Iteration 267Q (3054.752747 sec): 30 clusters Score: Raw -99937572.844902 + Penalty 63883.449798 = -99873689.395104 nChanged 258 Iteration 268Q (3061.032700 sec): 30 clusters Score: Raw -99937583.000878 + Penalty 63883.449798 = -99873699.551080 nChanged 273 Iteration 269Q (3067.363769 sec): 30 clusters Score: Raw -99937594.886604 + Penalty 63883.449798 = -99873711.436807 nChanged 280 Iteration 270Q (3073.535872 sec): 30 clusters Score: Raw -99937607.268642 + Penalty 63883.449798 = -99873723.818845 nChanged 282 Iteration 271Q (3079.817782 sec): 30 clusters Score: Raw -99937618.769400 + Penalty 63883.449798 = -99873735.319602 nChanged 290 Iteration 272Q (3086.042376 sec): 30 clusters Score: Raw -99937629.734266 + Penalty 63883.449798 = -99873746.284469 nChanged 291 Iteration 273Q (3092.305233 sec): 30 clusters Score: Raw -99937641.442760 + Penalty 63883.449798 = -99873757.992962 nChanged 296 Iteration 274Q (3098.349942 sec): 30 clusters Score: Raw -99937652.897634 + Penalty 63883.449798 = -99873769.447837 nChanged 283 Iteration 275Q (3104.519078 sec): 30 clusters Score: Raw -99937664.664724 + Penalty 63883.449798 = -99873781.214927 nChanged 274 Iteration 276Q (3110.691138 sec): 30 clusters Score: Raw -99937676.093312 + Penalty 63883.449798 = -99873792.643515 nChanged 283 Iteration 277Q (3116.975728 sec): 30 clusters Score: Raw -99937686.046537 + Penalty 63883.449798 = -99873802.596739 nChanged 257 Iteration 278Q (3123.283051 sec): 30 clusters Score: Raw -99937694.641364 + Penalty 63883.449798 = -99873811.191566 nChanged 268 Iteration 279Q (3129.608303 sec): 30 clusters Score: Raw -99937704.160148 + Penalty 63883.449798 = -99873820.710351 nChanged 253 Iteration 280F (3143.128478 sec): 30 clusters Score: Raw -99937713.530376 + Penalty 63883.449798 = -99873830.080579 nChanged 247 Iteration 281Q (3149.506419 sec): 30 clusters Score: Raw -99937723.222105 + Penalty 63883.449798 = -99873839.772307 nChanged 262 Iteration 282Q (3155.400761 sec): 30 clusters Score: Raw -99937732.505106 + Penalty 63883.449798 = -99873849.055308 nChanged 267 Iteration 283Q (3161.514778 sec): 30 clusters Score: Raw -99937743.109718 + Penalty 63883.449798 = -99873859.659921 nChanged 261 Iteration 284Q (3167.665371 sec): 30 clusters Score: Raw -99937751.611946 + Penalty 63883.449798 = -99873868.162149 nChanged 248 Iteration 285Q (3173.634687 sec): 30 clusters Score: Raw -99937760.859615 + Penalty 63883.449798 = -99873877.409817 nChanged 248 Iteration 286Q (3179.888295 sec): 30 clusters Score: Raw -99937770.053891 + Penalty 63883.449798 = -99873886.604093 nChanged 235 Iteration 287Q (3185.928671 sec): 30 clusters Score: Raw -99937778.580722 + Penalty 63883.449798 = -99873895.130924 nChanged 238 Iteration 288Q (3192.175086 sec): 30 clusters Score: Raw -99937786.324963 + Penalty 63883.449798 = -99873902.875165 nChanged 208 Iteration 289Q (3198.197697 sec): 30 clusters Score: Raw -99937793.023033 + Penalty 63883.449798 = -99873909.573235 nChanged 205 Iteration 290Q (3204.437699 sec): 30 clusters Score: Raw -99937799.382262 + Penalty 63883.449798 = -99873915.932464 nChanged 208 Iteration 291Q (3210.590703 sec): 30 clusters Score: Raw -99937806.274000 + Penalty 63883.449798 = -99873922.824202 nChanged 196 Iteration 292Q (3216.615617 sec): 30 clusters Score: Raw -99937811.990144 + Penalty 63883.449798 = -99873928.540347 nChanged 177 Iteration 293Q (3222.549923 sec): 30 clusters Score: Raw -99937816.883431 + Penalty 63883.449798 = -99873933.433633 nChanged 191 Iteration 294Q (3228.742734 sec): 30 clusters Score: Raw -99937822.386643 + Penalty 63883.449798 = -99873938.936846 nChanged 178 Iteration 295Q (3234.825196 sec): 30 clusters Score: Raw -99937827.852282 + Penalty 63883.449798 = -99873944.402484 nChanged 183 Iteration 296Q (3241.020977 sec): 30 clusters Score: Raw -99937833.412061 + Penalty 63883.449798 = -99873949.962263 nChanged 208 Iteration 297Q (3247.210940 sec): 30 clusters Score: Raw -99937840.082656 + Penalty 63883.449798 = -99873956.632859 nChanged 194 Iteration 298Q (3253.200001 sec): 30 clusters Score: Raw -99937845.499319 + Penalty 63883.449798 = -99873962.049521 nChanged 196 Writing temp clu file Because OldScore, -99873956.632859, is greater than current (better) Score,-99873962.049521 Compute initial score before splitting: Score: Raw -99937845.499319 + Penalty 63883.449798 = -99873962.049521 Trying to split cluster 1 (8362 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3253.452510 sec): 2 clusters Score: Raw -1089740.619115 + Penalty 1467.611098 = -1088273.008017 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3253.500556 sec): 3 clusters Score: Raw -1085051.753163 + Penalty 2935.222196 = -1082116.530967 nChanged 3583 SP:Iteration 1F (3253.568205 sec): 3 clusters Score: Raw -1087030.169941 + Penalty 2935.222196 = -1084094.947745 nChanged 564 SP:Iteration 2F (3253.613509 sec): 3 clusters Score: Raw -1087337.593191 + Penalty 2935.222196 = -1084402.370995 nChanged 488 SP:Iteration 3F (3253.679710 sec): 3 clusters Score: Raw -1087635.347944 + Penalty 2935.222196 = -1084700.125747 nChanged 505 SP:Iteration 4F (3253.725340 sec): 3 clusters Score: Raw -1087938.307950 + Penalty 2935.222196 = -1085003.085753 nChanged 440 SP:Iteration 5F (3253.787940 sec): 3 clusters Score: Raw -1088171.039378 + Penalty 2935.222196 = -1085235.817182 nChanged 356 SP:Iteration 6Q (3253.843455 sec): 3 clusters Score: Raw -1088348.346431 + Penalty 2935.222196 = -1085413.124235 nChanged 315 SP:Iteration 7Q (3253.901867 sec): 3 clusters Score: Raw -1088512.158505 + Penalty 2935.222196 = -1085576.936309 nChanged 301 SP:Iteration 8Q (3253.951653 sec): 3 clusters Score: Raw -1088655.926903 + Penalty 2935.222196 = -1085720.704707 nChanged 253 SP:Iteration 9Q (3254.011561 sec): 3 clusters Score: Raw -1088779.275689 + Penalty 2935.222196 = -1085844.053492 nChanged 248 SP:Iteration 10Q (3254.078468 sec): 3 clusters Score: Raw -1088906.797817 + Penalty 2935.222196 = -1085971.575620 nChanged 236 SP:Iteration 11Q (3254.133276 sec): 3 clusters Score: Raw -1089009.548385 + Penalty 2935.222196 = -1086074.326189 nChanged 192 SP:Iteration 12Q (3254.185569 sec): 3 clusters Score: Raw -1089080.524446 + Penalty 2935.222196 = -1086145.302250 nChanged 172 SP:Iteration 13Q (3254.236296 sec): 3 clusters Score: Raw -1089141.032247 + Penalty 2935.222196 = -1086205.810051 nChanged 173 SP:Iteration 14Q (3254.298251 sec): 3 clusters Score: Raw -1089196.959553 + Penalty 2935.222196 = -1086261.737357 nChanged 126 SP:Iteration 15Q (3254.359182 sec): 3 clusters Score: Raw -1089235.368016 + Penalty 2935.222196 = -1086300.145820 nChanged 115 SP:Iteration 16Q (3254.405583 sec): 3 clusters Score: Raw -1089269.669338 + Penalty 2935.222196 = -1086334.447142 nChanged 97 SP:Iteration 17Q (3254.462170 sec): 3 clusters Score: Raw -1089293.890791 + Penalty 2935.222196 = -1086358.668594 nChanged 83 SP:Iteration 18Q (3254.518278 sec): 3 clusters Score: Raw -1089315.693477 + Penalty 2935.222196 = -1086380.471280 nChanged 77 SP:Iteration 19Q (3254.582823 sec): 3 clusters Score: Raw -1089338.713015 + Penalty 2935.222196 = -1086403.490819 nChanged 78 SP:Iteration 20F (3254.640103 sec): 3 clusters Score: Raw -1089365.772582 + Penalty 2935.222196 = -1086430.550385 nChanged 83 SP:Iteration 21Q (3254.699033 sec): 3 clusters Score: Raw -1089395.037157 + Penalty 2935.222196 = -1086459.814961 nChanged 85 SP:Iteration 22Q (3254.754878 sec): 3 clusters Score: Raw -1089425.894616 + Penalty 2935.222196 = -1086490.672420 nChanged 104 SP:Iteration 23Q (3254.813340 sec): 3 clusters Score: Raw -1089471.975006 + Penalty 2935.222196 = -1086536.752809 nChanged 108 SP:Iteration 24Q (3254.862745 sec): 3 clusters Score: Raw -1089514.991936 + Penalty 2935.222196 = -1086579.769739 nChanged 101 SP:Iteration 25Q (3254.925246 sec): 3 clusters Score: Raw -1089550.374718 + Penalty 2935.222196 = -1086615.152522 nChanged 100 SP:Iteration 26Q (3254.978675 sec): 3 clusters Score: Raw -1089590.030306 + Penalty 2935.222196 = -1086654.808109 nChanged 81 SP:Iteration 27Q (3255.030582 sec): 3 clusters Score: Raw -1089625.784893 + Penalty 2935.222196 = -1086690.562696 nChanged 94 SP:Iteration 28Q (3255.080172 sec): 3 clusters Score: Raw -1089667.282563 + Penalty 2935.222196 = -1086732.060366 nChanged 94 SP:Iteration 29Q (3255.114897 sec): 3 clusters Score: Raw -1089704.418814 + Penalty 2935.222196 = -1086769.196617 nChanged 85 SP:Iteration 30Q (3255.168637 sec): 3 clusters Score: Raw -1089736.951651 + Penalty 2935.222196 = -1086801.729454 nChanged 90 SP:Iteration 31Q (3255.217703 sec): 3 clusters Score: Raw -1089773.757931 + Penalty 2935.222196 = -1086838.535734 nChanged 84 SP:Iteration 32Q (3255.268356 sec): 3 clusters Score: Raw -1089809.612936 + Penalty 2935.222196 = -1086874.390739 nChanged 81 SP:Iteration 33Q (3255.320702 sec): 3 clusters Score: Raw -1089841.406564 + Penalty 2935.222196 = -1086906.184368 nChanged 79 SP:Iteration 34Q (3255.376689 sec): 3 clusters Score: Raw -1089873.876579 + Penalty 2935.222196 = -1086938.654383 nChanged 74 SP:Iteration 35Q (3255.435073 sec): 3 clusters Score: Raw -1089903.166349 + Penalty 2935.222196 = -1086967.944152 nChanged 80 SP:Iteration 36Q (3255.490386 sec): 3 clusters Score: Raw -1089937.813965 + Penalty 2935.222196 = -1087002.591769 nChanged 74 SP:Iteration 37Q (3255.551688 sec): 3 clusters Score: Raw -1089967.268524 + Penalty 2935.222196 = -1087032.046328 nChanged 80 SP:Iteration 38Q (3255.599405 sec): 3 clusters Score: Raw -1090003.134511 + Penalty 2935.222196 = -1087067.912315 nChanged 68 SP:Iteration 39Q (3255.654244 sec): 3 clusters Score: Raw -1090033.998947 + Penalty 2935.222196 = -1087098.776751 nChanged 59 SP:Iteration 40F (3255.703111 sec): 3 clusters Score: Raw -1090061.265115 + Penalty 2935.222196 = -1087126.042919 nChanged 57 SP:Iteration 41Q (3255.762158 sec): 3 clusters Score: Raw -1090087.241126 + Penalty 2935.222196 = -1087152.018930 nChanged 51 SP:Iteration 42Q (3255.818259 sec): 3 clusters Score: Raw -1090106.621280 + Penalty 2935.222196 = -1087171.399084 nChanged 41 SP:Iteration 43Q (3255.864518 sec): 3 clusters Score: Raw -1090120.420584 + Penalty 2935.222196 = -1087185.198387 nChanged 39 SP:Iteration 44Q (3255.918174 sec): 3 clusters Score: Raw -1090134.694260 + Penalty 2935.222196 = -1087199.472063 nChanged 38 SP:Iteration 45Q (3255.972263 sec): 3 clusters Score: Raw -1090148.404499 + Penalty 2935.222196 = -1087213.182302 nChanged 34 SP:Iteration 46Q (3256.016807 sec): 3 clusters Score: Raw -1090161.849207 + Penalty 2935.222196 = -1087226.627011 nChanged 25 SP:Iteration 47Q (3256.048649 sec): 3 clusters Score: Raw -1090168.615695 + Penalty 2935.222196 = -1087233.393499 nChanged 17 SP:Iteration 48Q (3256.102521 sec): 3 clusters Score: Raw -1090173.481686 + Penalty 2935.222196 = -1087238.259490 nChanged 19 SP:Iteration 49Q (3256.161914 sec): 3 clusters Score: Raw -1090180.451922 + Penalty 2935.222196 = -1087245.229725 nChanged 20 SP:Iteration 50Q (3256.211568 sec): 3 clusters Score: Raw -1090187.026246 + Penalty 2935.222196 = -1087251.804050 nChanged 21 SP:Iteration 51Q (3256.260557 sec): 3 clusters Score: Raw -1090195.463604 + Penalty 2935.222196 = -1087260.241408 nChanged 18 SP:Iteration 52Q (3256.306402 sec): 3 clusters Score: Raw -1090200.410605 + Penalty 2935.222196 = -1087265.188409 nChanged 12 SP:Iteration 53Q (3256.366583 sec): 3 clusters Score: Raw -1090204.144623 + Penalty 2935.222196 = -1087268.922426 nChanged 13 SP:Iteration 54Q (3256.420784 sec): 3 clusters Score: Raw -1090208.279323 + Penalty 2935.222196 = -1087273.057127 nChanged 13 SP:Iteration 55Q (3256.461388 sec): 3 clusters Score: Raw -1090211.615563 + Penalty 2935.222196 = -1087276.393367 nChanged 11 SP:Iteration 56Q (3256.515548 sec): 3 clusters Score: Raw -1090214.767122 + Penalty 2935.222196 = -1087279.544926 nChanged 7 SP:Iteration 57Q (3256.572277 sec): 3 clusters Score: Raw -1090217.039676 + Penalty 2935.222196 = -1087281.817480 nChanged 7 SP:Iteration 58Q (3256.624103 sec): 3 clusters Score: Raw -1090220.154195 + Penalty 2935.222196 = -1087284.931999 nChanged 4 SP:Iteration 59Q (3256.681039 sec): 3 clusters Score: Raw -1090221.231456 + Penalty 2935.222196 = -1087286.009260 nChanged 4 SP:Iteration 60F (3256.730318 sec): 3 clusters Score: Raw -1090222.178745 + Penalty 2935.222196 = -1087286.956548 nChanged 2 SP:Iteration 61Q (3256.785740 sec): 3 clusters Score: Raw -1090222.436250 + Penalty 2935.222196 = -1087287.214054 nChanged 2 SP:Iteration 62Q (3256.850745 sec): 3 clusters Score: Raw -1090223.053527 + Penalty 2935.222196 = -1087287.831330 nChanged 1 SP:Iteration 63Q (3256.898172 sec): 3 clusters Score: Raw -1090223.143796 + Penalty 2935.222196 = -1087287.921599 nChanged 1 SP:Iteration 64Q (3256.959264 sec): 3 clusters Score: Raw -1090223.447707 + Penalty 2935.222196 = -1087288.225511 nChanged 1 SP:Iteration 65Q (3257.008978 sec): 3 clusters Score: Raw -1090223.615096 + Penalty 2935.222196 = -1087288.392900 nChanged 1 SP:Iteration 66Q (3257.065276 sec): 3 clusters Score: Raw -1090223.982330 + Penalty 2935.222196 = -1087288.760134 nChanged 0 SP:Iteration 67F (3257.134002 sec): 3 clusters Score: Raw -1090223.982330 + Penalty 2935.222196 = -1087288.760134 nChanged 0 Trying to split cluster 2 (3363 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3257.161741 sec): 2 clusters Score: Raw -430726.130580 + Penalty 1319.595666 = -429406.534914 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3257.200959 sec): 3 clusters Score: Raw -429143.367016 + Penalty 2639.191331 = -426504.175685 nChanged 1317 SP:Iteration 1F (3257.248089 sec): 3 clusters Score: Raw -430122.954538 + Penalty 2639.191331 = -427483.763207 nChanged 364 SP:Iteration 2F (3257.299135 sec): 3 clusters Score: Raw -430604.107725 + Penalty 2639.191331 = -427964.916393 nChanged 326 SP:Iteration 3F (3257.351306 sec): 3 clusters Score: Raw -430996.647648 + Penalty 2639.191331 = -428357.456316 nChanged 222 SP:Iteration 4F (3257.400414 sec): 3 clusters Score: Raw -431233.862030 + Penalty 2639.191331 = -428594.670699 nChanged 153 SP:Iteration 5Q (3257.451550 sec): 3 clusters Score: Raw -431387.926685 + Penalty 2639.191331 = -428748.735353 nChanged 109 SP:Iteration 6Q (3257.504338 sec): 3 clusters Score: Raw -431485.047505 + Penalty 2639.191331 = -428845.856174 nChanged 75 SP:Iteration 7Q (3257.553792 sec): 3 clusters Score: Raw -431548.065347 + Penalty 2639.191331 = -428908.874016 nChanged 52 SP:Iteration 8Q (3257.613245 sec): 3 clusters Score: Raw -431583.859721 + Penalty 2639.191331 = -428944.668390 nChanged 32 SP:Iteration 9Q (3257.661771 sec): 3 clusters Score: Raw -431598.622031 + Penalty 2639.191331 = -428959.430699 nChanged 23 SP:Iteration 10Q (3257.710883 sec): 3 clusters Score: Raw -431610.138675 + Penalty 2639.191331 = -428970.947343 nChanged 18 SP:Iteration 11Q (3257.759795 sec): 3 clusters Score: Raw -431617.060230 + Penalty 2639.191331 = -428977.868899 nChanged 8 SP:Iteration 12Q (3257.798671 sec): 3 clusters Score: Raw -431619.594255 + Penalty 2639.191331 = -428980.402924 nChanged 6 SP:Iteration 13Q (3257.858374 sec): 3 clusters Score: Raw -431621.394911 + Penalty 2639.191331 = -428982.203580 nChanged 8 SP:Iteration 14Q (3257.906825 sec): 3 clusters Score: Raw -431624.786699 + Penalty 2639.191331 = -428985.595367 nChanged 9 SP:Iteration 15Q (3257.956381 sec): 3 clusters Score: Raw -431629.741141 + Penalty 2639.191331 = -428990.549809 nChanged 13 SP:Iteration 16Q (3258.005475 sec): 3 clusters Score: Raw -431635.321072 + Penalty 2639.191331 = -428996.129741 nChanged 10 SP:Iteration 17Q (3258.054472 sec): 3 clusters Score: Raw -431640.967366 + Penalty 2639.191331 = -429001.776035 nChanged 10 SP:Iteration 18Q (3258.102745 sec): 3 clusters Score: Raw -431646.037067 + Penalty 2639.191331 = -429006.845735 nChanged 17 SP:Iteration 19Q (3258.152166 sec): 3 clusters Score: Raw -431653.135027 + Penalty 2639.191331 = -429013.943696 nChanged 14 SP:Iteration 20F (3258.198661 sec): 3 clusters Score: Raw -431658.510266 + Penalty 2639.191331 = -429019.318935 nChanged 11 SP:Iteration 21Q (3258.246915 sec): 3 clusters Score: Raw -431662.673069 + Penalty 2639.191331 = -429023.481738 nChanged 7 SP:Iteration 22Q (3258.295814 sec): 3 clusters Score: Raw -431664.516763 + Penalty 2639.191331 = -429025.325432 nChanged 1 SP:Iteration 23Q (3258.344865 sec): 3 clusters Score: Raw -431664.911555 + Penalty 2639.191331 = -429025.720224 nChanged 0 SP:Iteration 24F (3258.391499 sec): 3 clusters Score: Raw -431664.911555 + Penalty 2639.191331 = -429025.720224 nChanged 0 Trying to split cluster 3 (13218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3258.426327 sec): 2 clusters Score: Raw -1738464.365717 + Penalty 1542.016908 = -1736922.348809 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3258.489016 sec): 3 clusters Score: Raw -1730742.499848 + Penalty 3084.033815 = -1727658.466033 nChanged 5858 SP:Iteration 1F (3258.553363 sec): 3 clusters Score: Raw -1734016.933986 + Penalty 3084.033815 = -1730932.900170 nChanged 715 SP:Iteration 2F (3258.621709 sec): 3 clusters Score: Raw -1734311.065536 + Penalty 3084.033815 = -1731227.031721 nChanged 623 SP:Iteration 3Q (3258.687544 sec): 3 clusters Score: Raw -1734559.156723 + Penalty 3084.033815 = -1731475.122908 nChanged 560 SP:Iteration 4Q (3258.742888 sec): 3 clusters Score: Raw -1734770.910826 + Penalty 3084.033815 = -1731686.877010 nChanged 503 SP:Iteration 5Q (3258.818449 sec): 3 clusters Score: Raw -1734968.094725 + Penalty 3084.033815 = -1731884.060910 nChanged 490 SP:Iteration 6Q (3258.888926 sec): 3 clusters Score: Raw -1735159.114611 + Penalty 3084.033815 = -1732075.080796 nChanged 461 SP:Iteration 7Q (3258.955523 sec): 3 clusters Score: Raw -1735349.581830 + Penalty 3084.033815 = -1732265.548015 nChanged 460 SP:Iteration 8Q (3259.013168 sec): 3 clusters Score: Raw -1735548.724661 + Penalty 3084.033815 = -1732464.690846 nChanged 473 SP:Iteration 9Q (3259.083483 sec): 3 clusters Score: Raw -1735760.102865 + Penalty 3084.033815 = -1732676.069050 nChanged 472 SP:Iteration 10Q (3259.152615 sec): 3 clusters Score: Raw -1735983.118908 + Penalty 3084.033815 = -1732899.085093 nChanged 475 SP:Iteration 11Q (3259.224300 sec): 3 clusters Score: Raw -1736216.075808 + Penalty 3084.033815 = -1733132.041992 nChanged 462 SP:Iteration 12Q (3259.294944 sec): 3 clusters Score: Raw -1736456.300540 + Penalty 3084.033815 = -1733372.266725 nChanged 447 SP:Iteration 13Q (3259.362637 sec): 3 clusters Score: Raw -1736664.383117 + Penalty 3084.033815 = -1733580.349302 nChanged 384 SP:Iteration 14Q (3259.420442 sec): 3 clusters Score: Raw -1736811.911196 + Penalty 3084.033815 = -1733727.877381 nChanged 314 SP:Iteration 15Q (3259.482070 sec): 3 clusters Score: Raw -1736919.922928 + Penalty 3084.033815 = -1733835.889112 nChanged 277 SP:Iteration 16Q (3259.541853 sec): 3 clusters Score: Raw -1737014.903998 + Penalty 3084.033815 = -1733930.870183 nChanged 247 SP:Iteration 17Q (3259.613439 sec): 3 clusters Score: Raw -1737087.406186 + Penalty 3084.033815 = -1734003.372371 nChanged 178 SP:Iteration 18Q (3259.677012 sec): 3 clusters Score: Raw -1737136.953526 + Penalty 3084.033815 = -1734052.919711 nChanged 154 SP:Iteration 19Q (3259.741420 sec): 3 clusters Score: Raw -1737172.215600 + Penalty 3084.033815 = -1734088.181784 nChanged 128 SP:Iteration 20F (3259.810618 sec): 3 clusters Score: Raw -1737200.476006 + Penalty 3084.033815 = -1734116.442190 nChanged 119 SP:Iteration 21Q (3259.879684 sec): 3 clusters Score: Raw -1737229.368611 + Penalty 3084.033815 = -1734145.334796 nChanged 103 SP:Iteration 22Q (3259.946200 sec): 3 clusters Score: Raw -1737251.452210 + Penalty 3084.033815 = -1734167.418395 nChanged 111 SP:Iteration 23Q (3259.991181 sec): 3 clusters Score: Raw -1737274.748809 + Penalty 3084.033815 = -1734190.714994 nChanged 102 SP:Iteration 24Q (3260.055500 sec): 3 clusters Score: Raw -1737298.056668 + Penalty 3084.033815 = -1734214.022853 nChanged 110 SP:Iteration 25Q (3260.132096 sec): 3 clusters Score: Raw -1737322.801476 + Penalty 3084.033815 = -1734238.767661 nChanged 117 SP:Iteration 26Q (3260.156951 sec): 3 clusters Score: Raw -1737349.590213 + Penalty 3084.033815 = -1734265.556398 nChanged 106 SP:Iteration 27Q (3260.193546 sec): 3 clusters Score: Raw -1737374.509595 + Penalty 3084.033815 = -1734290.475780 nChanged 108 SP:Iteration 28Q (3260.234280 sec): 3 clusters Score: Raw -1737400.945548 + Penalty 3084.033815 = -1734316.911733 nChanged 96 SP:Iteration 29Q (3260.267519 sec): 3 clusters Score: Raw -1737420.358659 + Penalty 3084.033815 = -1734336.324844 nChanged 89 SP:Iteration 30Q (3260.312519 sec): 3 clusters Score: Raw -1737438.904792 + Penalty 3084.033815 = -1734354.870977 nChanged 85 SP:Iteration 31Q (3260.373511 sec): 3 clusters Score: Raw -1737455.038124 + Penalty 3084.033815 = -1734371.004309 nChanged 73 SP:Iteration 32Q (3260.419333 sec): 3 clusters Score: Raw -1737467.648371 + Penalty 3084.033815 = -1734383.614556 nChanged 58 SP:Iteration 33Q (3260.487424 sec): 3 clusters Score: Raw -1737475.861090 + Penalty 3084.033815 = -1734391.827274 nChanged 50 SP:Iteration 34Q (3260.541425 sec): 3 clusters Score: Raw -1737481.456301 + Penalty 3084.033815 = -1734397.422486 nChanged 39 SP:Iteration 35Q (3260.607994 sec): 3 clusters Score: Raw -1737486.261590 + Penalty 3084.033815 = -1734402.227775 nChanged 40 SP:Iteration 36Q (3260.670390 sec): 3 clusters Score: Raw -1737491.401148 + Penalty 3084.033815 = -1734407.367333 nChanged 36 SP:Iteration 37Q (3260.731651 sec): 3 clusters Score: Raw -1737496.110193 + Penalty 3084.033815 = -1734412.076378 nChanged 30 SP:Iteration 38Q (3260.798474 sec): 3 clusters Score: Raw -1737499.544792 + Penalty 3084.033815 = -1734415.510977 nChanged 27 SP:Iteration 39Q (3260.867222 sec): 3 clusters Score: Raw -1737502.917980 + Penalty 3084.033815 = -1734418.884165 nChanged 37 SP:Iteration 40F (3260.915950 sec): 3 clusters Score: Raw -1737507.697689 + Penalty 3084.033815 = -1734423.663874 nChanged 33 SP:Iteration 41Q (3260.975252 sec): 3 clusters Score: Raw -1737512.007150 + Penalty 3084.033815 = -1734427.973335 nChanged 25 SP:Iteration 42Q (3261.037194 sec): 3 clusters Score: Raw -1737514.916817 + Penalty 3084.033815 = -1734430.883002 nChanged 18 SP:Iteration 43Q (3261.099570 sec): 3 clusters Score: Raw -1737516.615687 + Penalty 3084.033815 = -1734432.581872 nChanged 10 SP:Iteration 44Q (3261.177925 sec): 3 clusters Score: Raw -1737517.587456 + Penalty 3084.033815 = -1734433.553641 nChanged 9 SP:Iteration 45Q (3261.229846 sec): 3 clusters Score: Raw -1737518.310407 + Penalty 3084.033815 = -1734434.276592 nChanged 3 SP:Iteration 46Q (3261.293559 sec): 3 clusters Score: Raw -1737518.566271 + Penalty 3084.033815 = -1734434.532456 nChanged 4 SP:Iteration 47Q (3261.359508 sec): 3 clusters Score: Raw -1737518.861197 + Penalty 3084.033815 = -1734434.827381 nChanged 4 SP:Iteration 48Q (3261.432477 sec): 3 clusters Score: Raw -1737519.116279 + Penalty 3084.033815 = -1734435.082463 nChanged 4 SP:Iteration 49Q (3261.484532 sec): 3 clusters Score: Raw -1737519.417844 + Penalty 3084.033815 = -1734435.384029 nChanged 2 SP:Iteration 50Q (3261.547273 sec): 3 clusters Score: Raw -1737519.512022 + Penalty 3084.033815 = -1734435.478207 nChanged 1 SP:Iteration 51Q (3261.614316 sec): 3 clusters Score: Raw -1737519.623736 + Penalty 3084.033815 = -1734435.589920 nChanged 2 SP:Iteration 52Q (3261.683240 sec): 3 clusters Score: Raw -1737519.742187 + Penalty 3084.033815 = -1734435.708372 nChanged 4 SP:Iteration 53Q (3261.746360 sec): 3 clusters Score: Raw -1737520.113466 + Penalty 3084.033815 = -1734436.079651 nChanged 6 SP:Iteration 54Q (3261.809494 sec): 3 clusters Score: Raw -1737520.692068 + Penalty 3084.033815 = -1734436.658253 nChanged 10 SP:Iteration 55Q (3261.873970 sec): 3 clusters Score: Raw -1737521.621337 + Penalty 3084.033815 = -1734437.587522 nChanged 8 SP:Iteration 56Q (3261.932339 sec): 3 clusters Score: Raw -1737522.341536 + Penalty 3084.033815 = -1734438.307721 nChanged 9 SP:Iteration 57Q (3261.997980 sec): 3 clusters Score: Raw -1737523.543071 + Penalty 3084.033815 = -1734439.509256 nChanged 13 SP:Iteration 58Q (3262.068286 sec): 3 clusters Score: Raw -1737525.174315 + Penalty 3084.033815 = -1734441.140500 nChanged 17 SP:Iteration 59Q (3262.125161 sec): 3 clusters Score: Raw -1737526.943807 + Penalty 3084.033815 = -1734442.909992 nChanged 11 SP:Iteration 60F (3262.194177 sec): 3 clusters Score: Raw -1737527.819782 + Penalty 3084.033815 = -1734443.785967 nChanged 15 SP:Iteration 61Q (3262.255185 sec): 3 clusters Score: Raw -1737529.630664 + Penalty 3084.033815 = -1734445.596849 nChanged 17 SP:Iteration 62Q (3262.323024 sec): 3 clusters Score: Raw -1737532.297809 + Penalty 3084.033815 = -1734448.263994 nChanged 25 SP:Iteration 63Q (3262.388259 sec): 3 clusters Score: Raw -1737536.186934 + Penalty 3084.033815 = -1734452.153119 nChanged 30 SP:Iteration 64Q (3262.449456 sec): 3 clusters Score: Raw -1737540.665230 + Penalty 3084.033815 = -1734456.631415 nChanged 44 SP:Iteration 65Q (3262.509329 sec): 3 clusters Score: Raw -1737547.133996 + Penalty 3084.033815 = -1734463.100180 nChanged 49 SP:Iteration 66Q (3262.584410 sec): 3 clusters Score: Raw -1737555.220875 + Penalty 3084.033815 = -1734471.187060 nChanged 44 SP:Iteration 67Q (3262.636919 sec): 3 clusters Score: Raw -1737561.479349 + Penalty 3084.033815 = -1734477.445534 nChanged 38 SP:Iteration 68Q (3262.704604 sec): 3 clusters Score: Raw -1737566.965686 + Penalty 3084.033815 = -1734482.931870 nChanged 28 SP:Iteration 69Q (3262.775912 sec): 3 clusters Score: Raw -1737570.726602 + Penalty 3084.033815 = -1734486.692787 nChanged 35 SP:Iteration 70Q (3262.842790 sec): 3 clusters Score: Raw -1737575.756215 + Penalty 3084.033815 = -1734491.722400 nChanged 39 SP:Iteration 71Q (3262.911301 sec): 3 clusters Score: Raw -1737581.415466 + Penalty 3084.033815 = -1734497.381651 nChanged 44 SP:Iteration 72Q (3262.963742 sec): 3 clusters Score: Raw -1737587.144291 + Penalty 3084.033815 = -1734503.110476 nChanged 35 SP:Iteration 73Q (3263.025859 sec): 3 clusters Score: Raw -1737591.204919 + Penalty 3084.033815 = -1734507.171104 nChanged 33 SP:Iteration 74Q (3263.093399 sec): 3 clusters Score: Raw -1737595.677642 + Penalty 3084.033815 = -1734511.643827 nChanged 32 SP:Iteration 75Q (3263.153823 sec): 3 clusters Score: Raw -1737600.071106 + Penalty 3084.033815 = -1734516.037291 nChanged 38 SP:Iteration 76Q (3263.212567 sec): 3 clusters Score: Raw -1737605.532489 + Penalty 3084.033815 = -1734521.498674 nChanged 35 SP:Iteration 77Q (3263.272087 sec): 3 clusters Score: Raw -1737611.596923 + Penalty 3084.033815 = -1734527.563108 nChanged 39 SP:Iteration 78Q (3263.332901 sec): 3 clusters Score: Raw -1737618.368399 + Penalty 3084.033815 = -1734534.334583 nChanged 34 SP:Iteration 79Q (3263.394506 sec): 3 clusters Score: Raw -1737622.415876 + Penalty 3084.033815 = -1734538.382060 nChanged 27 SP:Iteration 80F (3263.466113 sec): 3 clusters Score: Raw -1737626.687220 + Penalty 3084.033815 = -1734542.653405 nChanged 37 SP:Iteration 81Q (3263.528911 sec): 3 clusters Score: Raw -1737631.017036 + Penalty 3084.033815 = -1734546.983220 nChanged 38 SP:Iteration 82Q (3263.579756 sec): 3 clusters Score: Raw -1737636.735818 + Penalty 3084.033815 = -1734552.702003 nChanged 40 SP:Iteration 83Q (3263.652102 sec): 3 clusters Score: Raw -1737643.076476 + Penalty 3084.033815 = -1734559.042661 nChanged 43 SP:Iteration 84Q (3263.709834 sec): 3 clusters Score: Raw -1737651.782326 + Penalty 3084.033815 = -1734567.748511 nChanged 54 SP:Iteration 85Q (3263.772076 sec): 3 clusters Score: Raw -1737660.365526 + Penalty 3084.033815 = -1734576.331711 nChanged 51 SP:Iteration 86Q (3263.830887 sec): 3 clusters Score: Raw -1737668.742049 + Penalty 3084.033815 = -1734584.708234 nChanged 61 SP:Iteration 87Q (3263.898044 sec): 3 clusters Score: Raw -1737678.407991 + Penalty 3084.033815 = -1734594.374176 nChanged 56 SP:Iteration 88Q (3263.963141 sec): 3 clusters Score: Raw -1737690.499766 + Penalty 3084.033815 = -1734606.465951 nChanged 66 SP:Iteration 89Q (3264.018794 sec): 3 clusters Score: Raw -1737702.149642 + Penalty 3084.033815 = -1734618.115827 nChanged 71 SP:Iteration 90Q (3264.094678 sec): 3 clusters Score: Raw -1737715.087548 + Penalty 3084.033815 = -1734631.053733 nChanged 69 SP:Iteration 91Q (3264.157374 sec): 3 clusters Score: Raw -1737726.930124 + Penalty 3084.033815 = -1734642.896309 nChanged 56 SP:Iteration 92Q (3264.208076 sec): 3 clusters Score: Raw -1737735.732508 + Penalty 3084.033815 = -1734651.698693 nChanged 63 SP:Iteration 93Q (3264.268532 sec): 3 clusters Score: Raw -1737747.392199 + Penalty 3084.033815 = -1734663.358383 nChanged 66 SP:Iteration 94Q (3264.335032 sec): 3 clusters Score: Raw -1737761.985040 + Penalty 3084.033815 = -1734677.951225 nChanged 78 SP:Iteration 95Q (3264.400664 sec): 3 clusters Score: Raw -1737777.522918 + Penalty 3084.033815 = -1734693.489103 nChanged 68 SP:Iteration 96Q (3264.471070 sec): 3 clusters Score: Raw -1737790.320307 + Penalty 3084.033815 = -1734706.286492 nChanged 70 SP:Iteration 97Q (3264.536457 sec): 3 clusters Score: Raw -1737806.636935 + Penalty 3084.033815 = -1734722.603120 nChanged 66 SP:Iteration 98Q (3264.598454 sec): 3 clusters Score: Raw -1737818.348216 + Penalty 3084.033815 = -1734734.314401 nChanged 61 SP:Iteration 99Q (3264.649660 sec): 3 clusters Score: Raw -1737831.233514 + Penalty 3084.033815 = -1734747.199698 nChanged 60 SP:Iteration 100F (3264.728980 sec): 3 clusters Score: Raw -1737843.623980 + Penalty 3084.033815 = -1734759.590165 nChanged 71 SP:Iteration 101Q (3264.791273 sec): 3 clusters Score: Raw -1737859.417008 + Penalty 3084.033815 = -1734775.383193 nChanged 93 SP:Iteration 102Q (3264.855850 sec): 3 clusters Score: Raw -1737881.890929 + Penalty 3084.033815 = -1734797.857114 nChanged 83 SP:Iteration 103Q (3264.916972 sec): 3 clusters Score: Raw -1737898.937757 + Penalty 3084.033815 = -1734814.903942 nChanged 66 SP:Iteration 104Q (3264.971891 sec): 3 clusters Score: Raw -1737912.354309 + Penalty 3084.033815 = -1734828.320494 nChanged 65 SP:Iteration 105Q (3265.038686 sec): 3 clusters Score: Raw -1737926.979262 + Penalty 3084.033815 = -1734842.945447 nChanged 67 SP:Iteration 106Q (3265.091542 sec): 3 clusters Score: Raw -1737940.937717 + Penalty 3084.033815 = -1734856.903901 nChanged 66 SP:Iteration 107Q (3265.162555 sec): 3 clusters Score: Raw -1737956.431360 + Penalty 3084.033815 = -1734872.397545 nChanged 70 SP:Iteration 108Q (3265.219707 sec): 3 clusters Score: Raw -1737974.031073 + Penalty 3084.033815 = -1734889.997258 nChanged 78 SP:Iteration 109Q (3265.294513 sec): 3 clusters Score: Raw -1737993.867859 + Penalty 3084.033815 = -1734909.834044 nChanged 78 SP:Iteration 110Q (3265.347923 sec): 3 clusters Score: Raw -1738016.170163 + Penalty 3084.033815 = -1734932.136348 nChanged 91 SP:Iteration 111Q (3265.421560 sec): 3 clusters Score: Raw -1738044.853497 + Penalty 3084.033815 = -1734960.819681 nChanged 100 SP:Iteration 112Q (3265.482189 sec): 3 clusters Score: Raw -1738078.963416 + Penalty 3084.033815 = -1734994.929601 nChanged 106 SP:Iteration 113Q (3265.544014 sec): 3 clusters Score: Raw -1738112.583977 + Penalty 3084.033815 = -1735028.550161 nChanged 92 SP:Iteration 114Q (3265.604371 sec): 3 clusters Score: Raw -1738138.959735 + Penalty 3084.033815 = -1735054.925920 nChanged 86 SP:Iteration 115Q (3265.669550 sec): 3 clusters Score: Raw -1738164.889845 + Penalty 3084.033815 = -1735080.856029 nChanged 105 SP:Iteration 116Q (3265.737883 sec): 3 clusters Score: Raw -1738200.310586 + Penalty 3084.033815 = -1735116.276771 nChanged 99 SP:Iteration 117Q (3265.802236 sec): 3 clusters Score: Raw -1738236.647901 + Penalty 3084.033815 = -1735152.614086 nChanged 92 SP:Iteration 118Q (3265.852154 sec): 3 clusters Score: Raw -1738270.353735 + Penalty 3084.033815 = -1735186.319920 nChanged 68 SP:Iteration 119Q (3265.908674 sec): 3 clusters Score: Raw -1738292.325188 + Penalty 3084.033815 = -1735208.291373 nChanged 74 SP:Iteration 120F (3265.965899 sec): 3 clusters Score: Raw -1738316.214806 + Penalty 3084.033815 = -1735232.180991 nChanged 72 SP:Iteration 121Q (3266.026461 sec): 3 clusters Score: Raw -1738343.698750 + Penalty 3084.033815 = -1735259.664935 nChanged 71 SP:Iteration 122Q (3266.078423 sec): 3 clusters Score: Raw -1738370.715381 + Penalty 3084.033815 = -1735286.681566 nChanged 70 SP:Iteration 123Q (3266.139244 sec): 3 clusters Score: Raw -1738397.196937 + Penalty 3084.033815 = -1735313.163122 nChanged 60 SP:Iteration 124Q (3266.195946 sec): 3 clusters Score: Raw -1738421.543525 + Penalty 3084.033815 = -1735337.509710 nChanged 57 SP:Iteration 125Q (3266.249608 sec): 3 clusters Score: Raw -1738444.843465 + Penalty 3084.033815 = -1735360.809649 nChanged 56 SP:Iteration 126Q (3266.307052 sec): 3 clusters Score: Raw -1738468.978182 + Penalty 3084.033815 = -1735384.944367 nChanged 54 SP:Iteration 127Q (3266.371350 sec): 3 clusters Score: Raw -1738490.559514 + Penalty 3084.033815 = -1735406.525699 nChanged 49 SP:Iteration 128Q (3266.428881 sec): 3 clusters Score: Raw -1738512.964610 + Penalty 3084.033815 = -1735428.930795 nChanged 42 SP:Iteration 129Q (3266.490966 sec): 3 clusters Score: Raw -1738533.302212 + Penalty 3084.033815 = -1735449.268397 nChanged 36 SP:Iteration 130Q (3266.553161 sec): 3 clusters Score: Raw -1738552.104362 + Penalty 3084.033815 = -1735468.070546 nChanged 37 SP:Iteration 131Q (3266.608488 sec): 3 clusters Score: Raw -1738565.760369 + Penalty 3084.033815 = -1735481.726554 nChanged 40 SP:Iteration 132Q (3266.666595 sec): 3 clusters Score: Raw -1738581.852700 + Penalty 3084.033815 = -1735497.818885 nChanged 30 SP:Iteration 133Q (3266.730477 sec): 3 clusters Score: Raw -1738594.283504 + Penalty 3084.033815 = -1735510.249689 nChanged 21 SP:Iteration 134Q (3266.786114 sec): 3 clusters Score: Raw -1738601.402687 + Penalty 3084.033815 = -1735517.368872 nChanged 19 SP:Iteration 135Q (3266.851028 sec): 3 clusters Score: Raw -1738607.618338 + Penalty 3084.033815 = -1735523.584523 nChanged 20 SP:Iteration 136Q (3266.914398 sec): 3 clusters Score: Raw -1738615.049739 + Penalty 3084.033815 = -1735531.015924 nChanged 19 SP:Iteration 137Q (3266.960470 sec): 3 clusters Score: Raw -1738622.914122 + Penalty 3084.033815 = -1735538.880307 nChanged 20 SP:Iteration 138Q (3267.018262 sec): 3 clusters Score: Raw -1738630.109199 + Penalty 3084.033815 = -1735546.075384 nChanged 23 SP:Iteration 139Q (3267.063657 sec): 3 clusters Score: Raw -1738639.102123 + Penalty 3084.033815 = -1735555.068308 nChanged 22 SP:Iteration 140F (3267.123974 sec): 3 clusters Score: Raw -1738646.781435 + Penalty 3084.033815 = -1735562.747620 nChanged 13 SP:Iteration 141Q (3267.183108 sec): 3 clusters Score: Raw -1738651.617757 + Penalty 3084.033815 = -1735567.583942 nChanged 14 SP:Iteration 142Q (3267.230756 sec): 3 clusters Score: Raw -1738657.767058 + Penalty 3084.033815 = -1735573.733243 nChanged 16 SP:Iteration 143Q (3267.284667 sec): 3 clusters Score: Raw -1738663.056287 + Penalty 3084.033815 = -1735579.022472 nChanged 14 SP:Iteration 144Q (3267.338721 sec): 3 clusters Score: Raw -1738667.710400 + Penalty 3084.033815 = -1735583.676584 nChanged 6 SP:Iteration 145Q (3267.377823 sec): 3 clusters Score: Raw -1738669.359448 + Penalty 3084.033815 = -1735585.325633 nChanged 10 SP:Iteration 146Q (3267.441064 sec): 3 clusters Score: Raw -1738674.376140 + Penalty 3084.033815 = -1735590.342325 nChanged 11 SP:Iteration 147Q (3267.516317 sec): 3 clusters Score: Raw -1738679.495896 + Penalty 3084.033815 = -1735595.462081 nChanged 7 SP:Iteration 148Q (3267.569395 sec): 3 clusters Score: Raw -1738682.446825 + Penalty 3084.033815 = -1735598.413009 nChanged 5 SP:Iteration 149Q (3267.643514 sec): 3 clusters Score: Raw -1738684.748614 + Penalty 3084.033815 = -1735600.714799 nChanged 6 SP:Iteration 150Q (3267.692662 sec): 3 clusters Score: Raw -1738686.899688 + Penalty 3084.033815 = -1735602.865873 nChanged 5 SP:Iteration 151Q (3267.763210 sec): 3 clusters Score: Raw -1738689.124900 + Penalty 3084.033815 = -1735605.091085 nChanged 4 SP:Iteration 152Q (3267.818677 sec): 3 clusters Score: Raw -1738691.393225 + Penalty 3084.033815 = -1735607.359410 nChanged 7 SP:Iteration 153Q (3267.882059 sec): 3 clusters Score: Raw -1738693.660916 + Penalty 3084.033815 = -1735609.627101 nChanged 7 SP:Iteration 154Q (3267.939113 sec): 3 clusters Score: Raw -1738696.425248 + Penalty 3084.033815 = -1735612.391433 nChanged 3 SP:Iteration 155Q (3268.007719 sec): 3 clusters Score: Raw -1738697.236610 + Penalty 3084.033815 = -1735613.202795 nChanged 3 SP:Iteration 156Q (3268.067270 sec): 3 clusters Score: Raw -1738698.425243 + Penalty 3084.033815 = -1735614.391428 nChanged 4 SP:Iteration 157Q (3268.134992 sec): 3 clusters Score: Raw -1738700.198899 + Penalty 3084.033815 = -1735616.165084 nChanged 4 SP:Iteration 158Q (3268.192821 sec): 3 clusters Score: Raw -1738701.133986 + Penalty 3084.033815 = -1735617.100171 nChanged 3 SP:Iteration 159Q (3268.249599 sec): 3 clusters Score: Raw -1738701.957819 + Penalty 3084.033815 = -1735617.924003 nChanged 3 SP:Iteration 160F (3268.319945 sec): 3 clusters Score: Raw -1738702.656057 + Penalty 3084.033815 = -1735618.622242 nChanged 2 SP:Iteration 161Q (3268.392939 sec): 3 clusters Score: Raw -1738703.372525 + Penalty 3084.033815 = -1735619.338710 nChanged 2 SP:Iteration 162Q (3268.455596 sec): 3 clusters Score: Raw -1738704.064807 + Penalty 3084.033815 = -1735620.030991 nChanged 1 SP:Iteration 163Q (3268.515402 sec): 3 clusters Score: Raw -1738704.259379 + Penalty 3084.033815 = -1735620.225563 nChanged 0 SP:Iteration 164F (3268.571991 sec): 3 clusters Score: Raw -1738704.259379 + Penalty 3084.033815 = -1735620.225563 nChanged 0 Trying to split cluster 4 (3610 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3268.608521 sec): 2 clusters Score: Raw -461908.960724 + Penalty 1331.112746 = -460577.847978 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3268.661443 sec): 3 clusters Score: Raw -460158.293728 + Penalty 2662.225492 = -457496.068236 nChanged 1396 SP:Iteration 1F (3268.711038 sec): 3 clusters Score: Raw -461008.836779 + Penalty 2662.225492 = -458346.611288 nChanged 291 SP:Iteration 2F (3268.765001 sec): 3 clusters Score: Raw -461216.572151 + Penalty 2662.225492 = -458554.346659 nChanged 205 SP:Iteration 3F (3268.808475 sec): 3 clusters Score: Raw -461341.520839 + Penalty 2662.225492 = -458679.295347 nChanged 151 SP:Iteration 4Q (3268.869507 sec): 3 clusters Score: Raw -461433.953318 + Penalty 2662.225492 = -458771.727826 nChanged 130 SP:Iteration 5Q (3268.920973 sec): 3 clusters Score: Raw -461533.692053 + Penalty 2662.225492 = -458871.466562 nChanged 126 SP:Iteration 6Q (3268.971297 sec): 3 clusters Score: Raw -461607.483221 + Penalty 2662.225492 = -458945.257729 nChanged 119 SP:Iteration 7Q (3269.017534 sec): 3 clusters Score: Raw -461674.759677 + Penalty 2662.225492 = -459012.534185 nChanged 108 SP:Iteration 8Q (3269.066192 sec): 3 clusters Score: Raw -461745.778663 + Penalty 2662.225492 = -459083.553172 nChanged 94 SP:Iteration 9Q (3269.105077 sec): 3 clusters Score: Raw -461812.636570 + Penalty 2662.225492 = -459150.411079 nChanged 98 SP:Iteration 10Q (3269.165141 sec): 3 clusters Score: Raw -461891.272701 + Penalty 2662.225492 = -459229.047209 nChanged 101 SP:Iteration 11Q (3269.215665 sec): 3 clusters Score: Raw -461963.743480 + Penalty 2662.225492 = -459301.517988 nChanged 97 SP:Iteration 12Q (3269.261839 sec): 3 clusters Score: Raw -462029.262504 + Penalty 2662.225492 = -459367.037013 nChanged 86 SP:Iteration 13Q (3269.316628 sec): 3 clusters Score: Raw -462072.827746 + Penalty 2662.225492 = -459410.602255 nChanged 63 SP:Iteration 14Q (3269.371318 sec): 3 clusters Score: Raw -462106.734813 + Penalty 2662.225492 = -459444.509321 nChanged 59 SP:Iteration 15Q (3269.423432 sec): 3 clusters Score: Raw -462133.116136 + Penalty 2662.225492 = -459470.890644 nChanged 31 SP:Iteration 16Q (3269.476510 sec): 3 clusters Score: Raw -462145.235023 + Penalty 2662.225492 = -459483.009532 nChanged 24 SP:Iteration 17Q (3269.529596 sec): 3 clusters Score: Raw -462153.171668 + Penalty 2662.225492 = -459490.946176 nChanged 10 SP:Iteration 18Q (3269.583074 sec): 3 clusters Score: Raw -462155.666756 + Penalty 2662.225492 = -459493.441264 nChanged 9 SP:Iteration 19Q (3269.636222 sec): 3 clusters Score: Raw -462158.698376 + Penalty 2662.225492 = -459496.472884 nChanged 11 SP:Iteration 20F (3269.686538 sec): 3 clusters Score: Raw -462161.955969 + Penalty 2662.225492 = -459499.730477 nChanged 11 SP:Iteration 21Q (3269.734901 sec): 3 clusters Score: Raw -462166.140243 + Penalty 2662.225492 = -459503.914751 nChanged 10 SP:Iteration 22Q (3269.782838 sec): 3 clusters Score: Raw -462169.463939 + Penalty 2662.225492 = -459507.238447 nChanged 9 SP:Iteration 23Q (3269.830848 sec): 3 clusters Score: Raw -462171.554478 + Penalty 2662.225492 = -459509.328987 nChanged 9 SP:Iteration 24Q (3269.879043 sec): 3 clusters Score: Raw -462174.359100 + Penalty 2662.225492 = -459512.133608 nChanged 9 SP:Iteration 25Q (3269.926613 sec): 3 clusters Score: Raw -462177.963318 + Penalty 2662.225492 = -459515.737826 nChanged 10 SP:Iteration 26Q (3269.974551 sec): 3 clusters Score: Raw -462180.979664 + Penalty 2662.225492 = -459518.754172 nChanged 10 SP:Iteration 27Q (3270.020180 sec): 3 clusters Score: Raw -462184.321539 + Penalty 2662.225492 = -459522.096048 nChanged 10 SP:Iteration 28Q (3270.068325 sec): 3 clusters Score: Raw -462188.133135 + Penalty 2662.225492 = -459525.907644 nChanged 11 SP:Iteration 29Q (3270.116384 sec): 3 clusters Score: Raw -462192.096306 + Penalty 2662.225492 = -459529.870814 nChanged 8 SP:Iteration 30Q (3270.164405 sec): 3 clusters Score: Raw -462194.026055 + Penalty 2662.225492 = -459531.800563 nChanged 6 SP:Iteration 31Q (3270.220364 sec): 3 clusters Score: Raw -462195.284111 + Penalty 2662.225492 = -459533.058619 nChanged 7 SP:Iteration 32Q (3270.274077 sec): 3 clusters Score: Raw -462196.522211 + Penalty 2662.225492 = -459534.296719 nChanged 6 SP:Iteration 33Q (3270.326185 sec): 3 clusters Score: Raw -462198.456914 + Penalty 2662.225492 = -459536.231423 nChanged 14 SP:Iteration 34Q (3270.373321 sec): 3 clusters Score: Raw -462206.018594 + Penalty 2662.225492 = -459543.793102 nChanged 14 SP:Iteration 35Q (3270.423491 sec): 3 clusters Score: Raw -462211.075909 + Penalty 2662.225492 = -459548.850417 nChanged 14 SP:Iteration 36Q (3270.465433 sec): 3 clusters Score: Raw -462216.816572 + Penalty 2662.225492 = -459554.591080 nChanged 16 SP:Iteration 37Q (3270.515276 sec): 3 clusters Score: Raw -462222.216307 + Penalty 2662.225492 = -459559.990816 nChanged 13 SP:Iteration 38Q (3270.564218 sec): 3 clusters Score: Raw -462226.974620 + Penalty 2662.225492 = -459564.749128 nChanged 7 SP:Iteration 39Q (3270.623757 sec): 3 clusters Score: Raw -462230.728418 + Penalty 2662.225492 = -459568.502926 nChanged 17 SP:Iteration 40F (3270.665495 sec): 3 clusters Score: Raw -462241.012697 + Penalty 2662.225492 = -459578.787205 nChanged 26 SP:Iteration 41Q (3270.720691 sec): 3 clusters Score: Raw -462257.234080 + Penalty 2662.225492 = -459595.008588 nChanged 33 SP:Iteration 42Q (3270.761538 sec): 3 clusters Score: Raw -462272.148638 + Penalty 2662.225492 = -459609.923147 nChanged 24 SP:Iteration 43Q (3270.812609 sec): 3 clusters Score: Raw -462280.888086 + Penalty 2662.225492 = -459618.662594 nChanged 20 SP:Iteration 44Q (3270.847034 sec): 3 clusters Score: Raw -462286.663787 + Penalty 2662.225492 = -459624.438295 nChanged 13 SP:Iteration 45Q (3270.900313 sec): 3 clusters Score: Raw -462289.796010 + Penalty 2662.225492 = -459627.570518 nChanged 9 SP:Iteration 46Q (3270.933121 sec): 3 clusters Score: Raw -462293.198062 + Penalty 2662.225492 = -459630.972571 nChanged 5 SP:Iteration 47Q (3270.986135 sec): 3 clusters Score: Raw -462294.709585 + Penalty 2662.225492 = -459632.484094 nChanged 7 SP:Iteration 48Q (3271.033677 sec): 3 clusters Score: Raw -462296.211431 + Penalty 2662.225492 = -459633.985939 nChanged 5 SP:Iteration 49Q (3271.077975 sec): 3 clusters Score: Raw -462297.201406 + Penalty 2662.225492 = -459634.975915 nChanged 5 SP:Iteration 50Q (3271.123164 sec): 3 clusters Score: Raw -462299.218993 + Penalty 2662.225492 = -459636.993501 nChanged 11 SP:Iteration 51Q (3271.183229 sec): 3 clusters Score: Raw -462302.687959 + Penalty 2662.225492 = -459640.462467 nChanged 4 SP:Iteration 52Q (3271.226381 sec): 3 clusters Score: Raw -462304.085578 + Penalty 2662.225492 = -459641.860086 nChanged 5 SP:Iteration 53Q (3271.289678 sec): 3 clusters Score: Raw -462305.021630 + Penalty 2662.225492 = -459642.796138 nChanged 4 SP:Iteration 54Q (3271.321348 sec): 3 clusters Score: Raw -462305.906646 + Penalty 2662.225492 = -459643.681154 nChanged 1 SP:Iteration 55Q (3271.373594 sec): 3 clusters Score: Raw -462306.370087 + Penalty 2662.225492 = -459644.144596 nChanged 3 SP:Iteration 56Q (3271.422162 sec): 3 clusters Score: Raw -462306.947152 + Penalty 2662.225492 = -459644.721660 nChanged 3 SP:Iteration 57Q (3271.472922 sec): 3 clusters Score: Raw -462307.409956 + Penalty 2662.225492 = -459645.184465 nChanged 6 SP:Iteration 58Q (3271.521371 sec): 3 clusters Score: Raw -462310.625700 + Penalty 2662.225492 = -459648.400208 nChanged 6 SP:Iteration 59Q (3271.574453 sec): 3 clusters Score: Raw -462312.348101 + Penalty 2662.225492 = -459650.122610 nChanged 4 SP:Iteration 60F (3271.623914 sec): 3 clusters Score: Raw -462313.394471 + Penalty 2662.225492 = -459651.168980 nChanged 5 SP:Iteration 61Q (3271.678374 sec): 3 clusters Score: Raw -462314.923645 + Penalty 2662.225492 = -459652.698153 nChanged 3 SP:Iteration 62Q (3271.718744 sec): 3 clusters Score: Raw -462317.155544 + Penalty 2662.225492 = -459654.930052 nChanged 4 SP:Iteration 63Q (3271.781584 sec): 3 clusters Score: Raw -462318.002589 + Penalty 2662.225492 = -459655.777097 nChanged 2 SP:Iteration 64Q (3271.829553 sec): 3 clusters Score: Raw -462318.433106 + Penalty 2662.225492 = -459656.207615 nChanged 1 SP:Iteration 65Q (3271.877940 sec): 3 clusters Score: Raw -462318.576035 + Penalty 2662.225492 = -459656.350543 nChanged 1 SP:Iteration 66Q (3271.937707 sec): 3 clusters Score: Raw -462318.958335 + Penalty 2662.225492 = -459656.732843 nChanged 0 SP:Iteration 67F (3271.989158 sec): 3 clusters Score: Raw -462318.958335 + Penalty 2662.225492 = -459656.732843 nChanged 0 Trying to split cluster 5 (3632 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3272.019588 sec): 2 clusters Score: Raw -479019.571405 + Penalty 1332.100045 = -477687.471360 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3272.045303 sec): 3 clusters Score: Raw -477266.485338 + Penalty 2664.200090 = -474602.285248 nChanged 1427 SP:Iteration 1F (3272.091763 sec): 3 clusters Score: Raw -478101.119997 + Penalty 2664.200090 = -475436.919907 nChanged 282 SP:Iteration 2F (3272.142175 sec): 3 clusters Score: Raw -478271.351122 + Penalty 2664.200090 = -475607.151032 nChanged 186 SP:Iteration 3F (3272.201321 sec): 3 clusters Score: Raw -478375.163880 + Penalty 2664.200090 = -475710.963789 nChanged 136 SP:Iteration 4Q (3272.257028 sec): 3 clusters Score: Raw -478462.128715 + Penalty 2664.200090 = -475797.928624 nChanged 114 SP:Iteration 5Q (3272.308942 sec): 3 clusters Score: Raw -478546.873033 + Penalty 2664.200090 = -475882.672942 nChanged 121 SP:Iteration 6Q (3272.360469 sec): 3 clusters Score: Raw -478638.856388 + Penalty 2664.200090 = -475974.656297 nChanged 123 SP:Iteration 7Q (3272.414259 sec): 3 clusters Score: Raw -478725.721966 + Penalty 2664.200090 = -476061.521876 nChanged 117 SP:Iteration 8Q (3272.467733 sec): 3 clusters Score: Raw -478801.115215 + Penalty 2664.200090 = -476136.915124 nChanged 113 SP:Iteration 9Q (3272.511742 sec): 3 clusters Score: Raw -478868.788635 + Penalty 2664.200090 = -476204.588545 nChanged 110 SP:Iteration 10Q (3272.577484 sec): 3 clusters Score: Raw -478936.030505 + Penalty 2664.200090 = -476271.830415 nChanged 98 SP:Iteration 11Q (3272.619643 sec): 3 clusters Score: Raw -478987.347915 + Penalty 2664.200090 = -476323.147824 nChanged 71 SP:Iteration 12Q (3272.665277 sec): 3 clusters Score: Raw -479021.432714 + Penalty 2664.200090 = -476357.232624 nChanged 63 SP:Iteration 13Q (3272.715575 sec): 3 clusters Score: Raw -479050.399596 + Penalty 2664.200090 = -476386.199506 nChanged 55 SP:Iteration 14Q (3272.763474 sec): 3 clusters Score: Raw -479075.130891 + Penalty 2664.200090 = -476410.930800 nChanged 39 SP:Iteration 15Q (3272.811206 sec): 3 clusters Score: Raw -479088.687767 + Penalty 2664.200090 = -476424.487676 nChanged 38 SP:Iteration 16Q (3272.868287 sec): 3 clusters Score: Raw -479104.033669 + Penalty 2664.200090 = -476439.833579 nChanged 32 SP:Iteration 17Q (3272.917232 sec): 3 clusters Score: Raw -479116.745481 + Penalty 2664.200090 = -476452.545391 nChanged 21 SP:Iteration 18Q (3272.953958 sec): 3 clusters Score: Raw -479123.727526 + Penalty 2664.200090 = -476459.527436 nChanged 19 SP:Iteration 19Q (3273.010563 sec): 3 clusters Score: Raw -479129.780976 + Penalty 2664.200090 = -476465.580886 nChanged 13 SP:Iteration 20F (3273.059192 sec): 3 clusters Score: Raw -479134.421991 + Penalty 2664.200090 = -476470.221900 nChanged 8 SP:Iteration 21Q (3273.097678 sec): 3 clusters Score: Raw -479136.718106 + Penalty 2664.200090 = -476472.518015 nChanged 8 SP:Iteration 22Q (3273.144136 sec): 3 clusters Score: Raw -479138.581889 + Penalty 2664.200090 = -476474.381799 nChanged 4 SP:Iteration 23Q (3273.191293 sec): 3 clusters Score: Raw -479139.368282 + Penalty 2664.200090 = -476475.168192 nChanged 4 SP:Iteration 24Q (3273.238178 sec): 3 clusters Score: Raw -479140.430337 + Penalty 2664.200090 = -476476.230247 nChanged 8 SP:Iteration 25Q (3273.287450 sec): 3 clusters Score: Raw -479142.896791 + Penalty 2664.200090 = -476478.696701 nChanged 8 SP:Iteration 26Q (3273.333879 sec): 3 clusters Score: Raw -479145.249083 + Penalty 2664.200090 = -476481.048993 nChanged 13 SP:Iteration 27Q (3273.383394 sec): 3 clusters Score: Raw -479148.158746 + Penalty 2664.200090 = -476483.958656 nChanged 10 SP:Iteration 28Q (3273.429837 sec): 3 clusters Score: Raw -479152.121317 + Penalty 2664.200090 = -476487.921226 nChanged 13 SP:Iteration 29Q (3273.484144 sec): 3 clusters Score: Raw -479157.220529 + Penalty 2664.200090 = -476493.020438 nChanged 16 SP:Iteration 30Q (3273.528044 sec): 3 clusters Score: Raw -479162.248381 + Penalty 2664.200090 = -476498.048290 nChanged 20 SP:Iteration 31Q (3273.576623 sec): 3 clusters Score: Raw -479168.427069 + Penalty 2664.200090 = -476504.226979 nChanged 21 SP:Iteration 32Q (3273.622018 sec): 3 clusters Score: Raw -479175.446461 + Penalty 2664.200090 = -476511.246370 nChanged 14 SP:Iteration 33Q (3273.665346 sec): 3 clusters Score: Raw -479180.371594 + Penalty 2664.200090 = -476516.171504 nChanged 20 SP:Iteration 34Q (3273.715272 sec): 3 clusters Score: Raw -479185.519447 + Penalty 2664.200090 = -476521.319357 nChanged 16 SP:Iteration 35Q (3273.753946 sec): 3 clusters Score: Raw -479192.370366 + Penalty 2664.200090 = -476528.170276 nChanged 22 SP:Iteration 36Q (3273.810906 sec): 3 clusters Score: Raw -479201.767679 + Penalty 2664.200090 = -476537.567588 nChanged 25 SP:Iteration 37Q (3273.855775 sec): 3 clusters Score: Raw -479209.991885 + Penalty 2664.200090 = -476545.791794 nChanged 17 SP:Iteration 38Q (3273.903057 sec): 3 clusters Score: Raw -479215.200660 + Penalty 2664.200090 = -476551.000570 nChanged 10 SP:Iteration 39Q (3273.952775 sec): 3 clusters Score: Raw -479218.550997 + Penalty 2664.200090 = -476554.350907 nChanged 10 SP:Iteration 40F (3274.009439 sec): 3 clusters Score: Raw -479222.170330 + Penalty 2664.200090 = -476557.970239 nChanged 15 SP:Iteration 41Q (3274.052640 sec): 3 clusters Score: Raw -479227.205112 + Penalty 2664.200090 = -476563.005021 nChanged 13 SP:Iteration 42Q (3274.114326 sec): 3 clusters Score: Raw -479230.967178 + Penalty 2664.200090 = -476566.767088 nChanged 10 SP:Iteration 43Q (3274.163816 sec): 3 clusters Score: Raw -479234.426028 + Penalty 2664.200090 = -476570.225937 nChanged 6 SP:Iteration 44Q (3274.207237 sec): 3 clusters Score: Raw -479235.824492 + Penalty 2664.200090 = -476571.624402 nChanged 4 SP:Iteration 45Q (3274.258900 sec): 3 clusters Score: Raw -479237.062430 + Penalty 2664.200090 = -476572.862340 nChanged 5 SP:Iteration 46Q (3274.311018 sec): 3 clusters Score: Raw -479238.584515 + Penalty 2664.200090 = -476574.384424 nChanged 7 SP:Iteration 47Q (3274.348817 sec): 3 clusters Score: Raw -479240.955661 + Penalty 2664.200090 = -476576.755570 nChanged 7 SP:Iteration 48Q (3274.398069 sec): 3 clusters Score: Raw -479242.543935 + Penalty 2664.200090 = -476578.343845 nChanged 7 SP:Iteration 49Q (3274.455357 sec): 3 clusters Score: Raw -479244.355804 + Penalty 2664.200090 = -476580.155714 nChanged 6 SP:Iteration 50Q (3274.500886 sec): 3 clusters Score: Raw -479246.883598 + Penalty 2664.200090 = -476582.683508 nChanged 5 SP:Iteration 51Q (3274.555547 sec): 3 clusters Score: Raw -479248.119651 + Penalty 2664.200090 = -476583.919561 nChanged 4 SP:Iteration 52Q (3274.590417 sec): 3 clusters Score: Raw -479249.243628 + Penalty 2664.200090 = -476585.043538 nChanged 6 SP:Iteration 53Q (3274.637082 sec): 3 clusters Score: Raw -479251.569732 + Penalty 2664.200090 = -476587.369641 nChanged 6 SP:Iteration 54Q (3274.685586 sec): 3 clusters Score: Raw -479253.597679 + Penalty 2664.200090 = -476589.397588 nChanged 7 SP:Iteration 55Q (3274.746264 sec): 3 clusters Score: Raw -479256.349709 + Penalty 2664.200090 = -476592.149618 nChanged 5 SP:Iteration 56Q (3274.800630 sec): 3 clusters Score: Raw -479258.912586 + Penalty 2664.200090 = -476594.712495 nChanged 11 SP:Iteration 57Q (3274.839985 sec): 3 clusters Score: Raw -479262.085137 + Penalty 2664.200090 = -476597.885046 nChanged 6 SP:Iteration 58Q (3274.901886 sec): 3 clusters Score: Raw -479264.271192 + Penalty 2664.200090 = -476600.071101 nChanged 8 SP:Iteration 59Q (3274.949474 sec): 3 clusters Score: Raw -479267.176395 + Penalty 2664.200090 = -476602.976304 nChanged 9 SP:Iteration 60F (3274.996113 sec): 3 clusters Score: Raw -479270.908272 + Penalty 2664.200090 = -476606.708181 nChanged 6 SP:Iteration 61Q (3275.048804 sec): 3 clusters Score: Raw -479274.106822 + Penalty 2664.200090 = -476609.906732 nChanged 7 SP:Iteration 62Q (3275.099471 sec): 3 clusters Score: Raw -479276.175413 + Penalty 2664.200090 = -476611.975322 nChanged 9 SP:Iteration 63Q (3275.150784 sec): 3 clusters Score: Raw -479278.535085 + Penalty 2664.200090 = -476614.334995 nChanged 3 SP:Iteration 64Q (3275.212840 sec): 3 clusters Score: Raw -479279.562981 + Penalty 2664.200090 = -476615.362891 nChanged 5 SP:Iteration 65Q (3275.248520 sec): 3 clusters Score: Raw -479280.950485 + Penalty 2664.200090 = -476616.750395 nChanged 6 SP:Iteration 66Q (3275.296250 sec): 3 clusters Score: Raw -479282.689991 + Penalty 2664.200090 = -476618.489901 nChanged 12 SP:Iteration 67Q (3275.358182 sec): 3 clusters Score: Raw -479287.073969 + Penalty 2664.200090 = -476622.873879 nChanged 3 SP:Iteration 68Q (3275.410605 sec): 3 clusters Score: Raw -479287.872306 + Penalty 2664.200090 = -476623.672215 nChanged 3 SP:Iteration 69Q (3275.461718 sec): 3 clusters Score: Raw -479289.793156 + Penalty 2664.200090 = -476625.593065 nChanged 5 SP:Iteration 70Q (3275.514720 sec): 3 clusters Score: Raw -479291.748581 + Penalty 2664.200090 = -476627.548490 nChanged 6 SP:Iteration 71Q (3275.558078 sec): 3 clusters Score: Raw -479293.749849 + Penalty 2664.200090 = -476629.549758 nChanged 6 SP:Iteration 72Q (3275.613521 sec): 3 clusters Score: Raw -479296.201285 + Penalty 2664.200090 = -476632.001194 nChanged 5 SP:Iteration 73Q (3275.666755 sec): 3 clusters Score: Raw -479297.818116 + Penalty 2664.200090 = -476633.618025 nChanged 4 SP:Iteration 74Q (3275.709245 sec): 3 clusters Score: Raw -479299.004807 + Penalty 2664.200090 = -476634.804717 nChanged 4 SP:Iteration 75Q (3275.767179 sec): 3 clusters Score: Raw -479300.256997 + Penalty 2664.200090 = -476636.056907 nChanged 3 SP:Iteration 76Q (3275.815471 sec): 3 clusters Score: Raw -479301.762604 + Penalty 2664.200090 = -476637.562514 nChanged 4 SP:Iteration 77Q (3275.861538 sec): 3 clusters Score: Raw -479302.938844 + Penalty 2664.200090 = -476638.738754 nChanged 3 SP:Iteration 78Q (3275.921638 sec): 3 clusters Score: Raw -479303.706969 + Penalty 2664.200090 = -476639.506878 nChanged 2 SP:Iteration 79Q (3275.962413 sec): 3 clusters Score: Raw -479304.125948 + Penalty 2664.200090 = -476639.925857 nChanged 2 SP:Iteration 80F (3276.017985 sec): 3 clusters Score: Raw -479304.496347 + Penalty 2664.200090 = -476640.296256 nChanged 2 SP:Iteration 81Q (3276.062994 sec): 3 clusters Score: Raw -479304.940870 + Penalty 2664.200090 = -476640.740779 nChanged 1 SP:Iteration 82Q (3276.104229 sec): 3 clusters Score: Raw -479305.127201 + Penalty 2664.200090 = -476640.927111 nChanged 1 SP:Iteration 83Q (3276.121980 sec): 3 clusters Score: Raw -479305.669624 + Penalty 2664.200090 = -476641.469533 nChanged 1 SP:Iteration 84Q (3276.139468 sec): 3 clusters Score: Raw -479305.927385 + Penalty 2664.200090 = -476641.727295 nChanged 1 SP:Iteration 85Q (3276.156957 sec): 3 clusters Score: Raw -479306.054653 + Penalty 2664.200090 = -476641.854563 nChanged 1 SP:Iteration 86Q (3276.200629 sec): 3 clusters Score: Raw -479306.210988 + Penalty 2664.200090 = -476642.010898 nChanged 2 SP:Iteration 87Q (3276.246755 sec): 3 clusters Score: Raw -479306.601757 + Penalty 2664.200090 = -476642.401667 nChanged 2 SP:Iteration 88Q (3276.294972 sec): 3 clusters Score: Raw -479307.148924 + Penalty 2664.200090 = -476642.948833 nChanged 2 SP:Iteration 89Q (3276.334823 sec): 3 clusters Score: Raw -479307.907451 + Penalty 2664.200090 = -476643.707361 nChanged 1 SP:Iteration 90Q (3276.388221 sec): 3 clusters Score: Raw -479308.062721 + Penalty 2664.200090 = -476643.862631 nChanged 0 SP:Iteration 91F (3276.434738 sec): 3 clusters Score: Raw -479308.062721 + Penalty 2664.200090 = -476643.862631 nChanged 0 Trying to split cluster 6 (4688 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3276.474530 sec): 2 clusters Score: Raw -634889.724285 + Penalty 1373.573716 = -633516.150569 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3276.529026 sec): 3 clusters Score: Raw -632429.947773 + Penalty 2747.147433 = -629682.800340 nChanged 1880 SP:Iteration 1F (3276.580439 sec): 3 clusters Score: Raw -633439.282059 + Penalty 2747.147433 = -630692.134627 nChanged 305 SP:Iteration 2F (3276.633619 sec): 3 clusters Score: Raw -633589.842347 + Penalty 2747.147433 = -630842.694914 nChanged 223 SP:Iteration 3Q (3276.679919 sec): 3 clusters Score: Raw -633698.665197 + Penalty 2747.147433 = -630951.517764 nChanged 188 SP:Iteration 4Q (3276.729995 sec): 3 clusters Score: Raw -633792.265750 + Penalty 2747.147433 = -631045.118317 nChanged 159 SP:Iteration 5Q (3276.776211 sec): 3 clusters Score: Raw -633862.878722 + Penalty 2747.147433 = -631115.731289 nChanged 130 SP:Iteration 6Q (3276.828970 sec): 3 clusters Score: Raw -633930.928337 + Penalty 2747.147433 = -631183.780904 nChanged 120 SP:Iteration 7Q (3276.884917 sec): 3 clusters Score: Raw -633991.279145 + Penalty 2747.147433 = -631244.131712 nChanged 118 SP:Iteration 8Q (3276.921984 sec): 3 clusters Score: Raw -634049.719490 + Penalty 2747.147433 = -631302.572057 nChanged 119 SP:Iteration 9Q (3276.971773 sec): 3 clusters Score: Raw -634115.614669 + Penalty 2747.147433 = -631368.467237 nChanged 117 SP:Iteration 10Q (3277.020978 sec): 3 clusters Score: Raw -634195.747427 + Penalty 2747.147433 = -631448.599995 nChanged 137 SP:Iteration 11Q (3277.075975 sec): 3 clusters Score: Raw -634293.106533 + Penalty 2747.147433 = -631545.959100 nChanged 135 SP:Iteration 12Q (3277.124465 sec): 3 clusters Score: Raw -634391.442710 + Penalty 2747.147433 = -631644.295277 nChanged 139 SP:Iteration 13Q (3277.175812 sec): 3 clusters Score: Raw -634493.390899 + Penalty 2747.147433 = -631746.243466 nChanged 124 SP:Iteration 14Q (3277.224548 sec): 3 clusters Score: Raw -634584.148100 + Penalty 2747.147433 = -631837.000667 nChanged 117 SP:Iteration 15Q (3277.277956 sec): 3 clusters Score: Raw -634654.147882 + Penalty 2747.147433 = -631907.000449 nChanged 115 SP:Iteration 16Q (3277.323555 sec): 3 clusters Score: Raw -634716.137413 + Penalty 2747.147433 = -631968.989981 nChanged 94 SP:Iteration 17Q (3277.385880 sec): 3 clusters Score: Raw -634771.796495 + Penalty 2747.147433 = -632024.649062 nChanged 89 SP:Iteration 18Q (3277.427868 sec): 3 clusters Score: Raw -634831.428057 + Penalty 2747.147433 = -632084.280625 nChanged 89 SP:Iteration 19Q (3277.481489 sec): 3 clusters Score: Raw -634883.683722 + Penalty 2747.147433 = -632136.536289 nChanged 76 SP:Iteration 20F (3277.531247 sec): 3 clusters Score: Raw -634926.909105 + Penalty 2747.147433 = -632179.761672 nChanged 60 SP:Iteration 21Q (3277.589681 sec): 3 clusters Score: Raw -634952.597683 + Penalty 2747.147433 = -632205.450250 nChanged 51 SP:Iteration 22Q (3277.640643 sec): 3 clusters Score: Raw -634971.923417 + Penalty 2747.147433 = -632224.775984 nChanged 29 SP:Iteration 23Q (3277.681756 sec): 3 clusters Score: Raw -634987.446000 + Penalty 2747.147433 = -632240.298567 nChanged 27 SP:Iteration 24Q (3277.734085 sec): 3 clusters Score: Raw -635000.074190 + Penalty 2747.147433 = -632252.926757 nChanged 23 SP:Iteration 25Q (3277.797597 sec): 3 clusters Score: Raw -635009.028321 + Penalty 2747.147433 = -632261.880889 nChanged 21 SP:Iteration 26Q (3277.849507 sec): 3 clusters Score: Raw -635016.328279 + Penalty 2747.147433 = -632269.180846 nChanged 15 SP:Iteration 27Q (3277.898452 sec): 3 clusters Score: Raw -635021.810718 + Penalty 2747.147433 = -632274.663286 nChanged 18 SP:Iteration 28Q (3277.948906 sec): 3 clusters Score: Raw -635030.603509 + Penalty 2747.147433 = -632283.456076 nChanged 21 SP:Iteration 29Q (3277.998734 sec): 3 clusters Score: Raw -635038.663647 + Penalty 2747.147433 = -632291.516215 nChanged 15 SP:Iteration 30Q (3278.057719 sec): 3 clusters Score: Raw -635044.047091 + Penalty 2747.147433 = -632296.899659 nChanged 11 SP:Iteration 31Q (3278.113434 sec): 3 clusters Score: Raw -635048.124776 + Penalty 2747.147433 = -632300.977343 nChanged 15 SP:Iteration 32Q (3278.167042 sec): 3 clusters Score: Raw -635054.347878 + Penalty 2747.147433 = -632307.200445 nChanged 11 SP:Iteration 33Q (3278.216332 sec): 3 clusters Score: Raw -635057.909456 + Penalty 2747.147433 = -632310.762024 nChanged 6 SP:Iteration 34Q (3278.260887 sec): 3 clusters Score: Raw -635059.787336 + Penalty 2747.147433 = -632312.639903 nChanged 8 SP:Iteration 35Q (3278.324844 sec): 3 clusters Score: Raw -635062.368175 + Penalty 2747.147433 = -632315.220742 nChanged 5 SP:Iteration 36Q (3278.377424 sec): 3 clusters Score: Raw -635064.160130 + Penalty 2747.147433 = -632317.012697 nChanged 10 SP:Iteration 37Q (3278.430279 sec): 3 clusters Score: Raw -635069.558254 + Penalty 2747.147433 = -632322.410821 nChanged 7 SP:Iteration 38Q (3278.485189 sec): 3 clusters Score: Raw -635073.250601 + Penalty 2747.147433 = -632326.103169 nChanged 12 SP:Iteration 39Q (3278.540824 sec): 3 clusters Score: Raw -635077.833000 + Penalty 2747.147433 = -632330.685567 nChanged 6 SP:Iteration 40F (3278.587208 sec): 3 clusters Score: Raw -635080.325866 + Penalty 2747.147433 = -632333.178433 nChanged 7 SP:Iteration 41Q (3278.631319 sec): 3 clusters Score: Raw -635082.651970 + Penalty 2747.147433 = -632335.504537 nChanged 8 SP:Iteration 42Q (3278.690946 sec): 3 clusters Score: Raw -635085.854995 + Penalty 2747.147433 = -632338.707563 nChanged 6 SP:Iteration 43Q (3278.730283 sec): 3 clusters Score: Raw -635088.481960 + Penalty 2747.147433 = -632341.334527 nChanged 8 SP:Iteration 44Q (3278.789755 sec): 3 clusters Score: Raw -635092.536033 + Penalty 2747.147433 = -632345.388601 nChanged 9 SP:Iteration 45Q (3278.836736 sec): 3 clusters Score: Raw -635098.022041 + Penalty 2747.147433 = -632350.874608 nChanged 16 SP:Iteration 46Q (3278.880011 sec): 3 clusters Score: Raw -635105.949343 + Penalty 2747.147433 = -632358.801911 nChanged 13 SP:Iteration 47Q (3278.934930 sec): 3 clusters Score: Raw -635111.471665 + Penalty 2747.147433 = -632364.324233 nChanged 8 SP:Iteration 48Q (3278.988956 sec): 3 clusters Score: Raw -635114.708678 + Penalty 2747.147433 = -632367.561245 nChanged 10 SP:Iteration 49Q (3279.055239 sec): 3 clusters Score: Raw -635118.223792 + Penalty 2747.147433 = -632371.076360 nChanged 11 SP:Iteration 50Q (3279.104086 sec): 3 clusters Score: Raw -635121.707097 + Penalty 2747.147433 = -632374.559664 nChanged 6 SP:Iteration 51Q (3279.160646 sec): 3 clusters Score: Raw -635123.841066 + Penalty 2747.147433 = -632376.693633 nChanged 6 SP:Iteration 52Q (3279.215042 sec): 3 clusters Score: Raw -635126.236796 + Penalty 2747.147433 = -632379.089364 nChanged 7 SP:Iteration 53Q (3279.260131 sec): 3 clusters Score: Raw -635129.333692 + Penalty 2747.147433 = -632382.186259 nChanged 8 SP:Iteration 54Q (3279.312534 sec): 3 clusters Score: Raw -635132.290871 + Penalty 2747.147433 = -632385.143438 nChanged 8 SP:Iteration 55Q (3279.367076 sec): 3 clusters Score: Raw -635135.296788 + Penalty 2747.147433 = -632388.149355 nChanged 10 SP:Iteration 56Q (3279.419155 sec): 3 clusters Score: Raw -635139.808793 + Penalty 2747.147433 = -632392.661360 nChanged 10 SP:Iteration 57Q (3279.484219 sec): 3 clusters Score: Raw -635144.042612 + Penalty 2747.147433 = -632396.895180 nChanged 9 SP:Iteration 58Q (3279.527355 sec): 3 clusters Score: Raw -635148.973935 + Penalty 2747.147433 = -632401.826502 nChanged 7 SP:Iteration 59Q (3279.589295 sec): 3 clusters Score: Raw -635151.377477 + Penalty 2747.147433 = -632404.230045 nChanged 5 SP:Iteration 60F (3279.643326 sec): 3 clusters Score: Raw -635153.765739 + Penalty 2747.147433 = -632406.618307 nChanged 5 SP:Iteration 61Q (3279.685283 sec): 3 clusters Score: Raw -635156.497042 + Penalty 2747.147433 = -632409.349610 nChanged 2 SP:Iteration 62Q (3279.734095 sec): 3 clusters Score: Raw -635157.734056 + Penalty 2747.147433 = -632410.586623 nChanged 2 SP:Iteration 63Q (3279.797576 sec): 3 clusters Score: Raw -635158.475391 + Penalty 2747.147433 = -632411.327958 nChanged 4 SP:Iteration 64Q (3279.853135 sec): 3 clusters Score: Raw -635160.000311 + Penalty 2747.147433 = -632412.852878 nChanged 3 SP:Iteration 65Q (3279.906333 sec): 3 clusters Score: Raw -635161.818768 + Penalty 2747.147433 = -632414.671335 nChanged 3 SP:Iteration 66Q (3279.949429 sec): 3 clusters Score: Raw -635162.995775 + Penalty 2747.147433 = -632415.848342 nChanged 2 SP:Iteration 67Q (3280.002483 sec): 3 clusters Score: Raw -635164.093794 + Penalty 2747.147433 = -632416.946361 nChanged 4 SP:Iteration 68Q (3280.053483 sec): 3 clusters Score: Raw -635166.448638 + Penalty 2747.147433 = -632419.301205 nChanged 2 SP:Iteration 69Q (3280.104138 sec): 3 clusters Score: Raw -635167.390221 + Penalty 2747.147433 = -632420.242789 nChanged 2 SP:Iteration 70Q (3280.161384 sec): 3 clusters Score: Raw -635168.385725 + Penalty 2747.147433 = -632421.238292 nChanged 0 SP:Iteration 71F (3280.218652 sec): 3 clusters Score: Raw -635168.385725 + Penalty 2747.147433 = -632421.238292 nChanged 0 Trying to split cluster 7 (1812 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3280.234187 sec): 2 clusters Score: Raw -219278.326631 + Penalty 1219.105304 = -218059.221327 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3280.279716 sec): 3 clusters Score: Raw -218556.826031 + Penalty 2438.210608 = -216118.615423 nChanged 620 SP:Iteration 1F (3280.329826 sec): 3 clusters Score: Raw -219021.634575 + Penalty 2438.210608 = -216583.423967 nChanged 169 SP:Iteration 2F (3280.369238 sec): 3 clusters Score: Raw -219167.633301 + Penalty 2438.210608 = -216729.422693 nChanged 116 SP:Iteration 3F (3280.411421 sec): 3 clusters Score: Raw -219275.302259 + Penalty 2438.210608 = -216837.091651 nChanged 83 SP:Iteration 4Q (3280.456317 sec): 3 clusters Score: Raw -219344.414189 + Penalty 2438.210608 = -216906.203581 nChanged 67 SP:Iteration 5Q (3280.507511 sec): 3 clusters Score: Raw -219409.729498 + Penalty 2438.210608 = -216971.518890 nChanged 58 SP:Iteration 6Q (3280.545538 sec): 3 clusters Score: Raw -219473.243663 + Penalty 2438.210608 = -217035.033055 nChanged 47 SP:Iteration 7Q (3280.568116 sec): 3 clusters Score: Raw -219507.565457 + Penalty 2438.210608 = -217069.354849 nChanged 42 SP:Iteration 8Q (3280.602568 sec): 3 clusters Score: Raw -219530.932872 + Penalty 2438.210608 = -217092.722264 nChanged 26 SP:Iteration 9Q (3280.654363 sec): 3 clusters Score: Raw -219551.700268 + Penalty 2438.210608 = -217113.489660 nChanged 16 SP:Iteration 10Q (3280.691031 sec): 3 clusters Score: Raw -219564.547521 + Penalty 2438.210608 = -217126.336913 nChanged 18 SP:Iteration 11Q (3280.739936 sec): 3 clusters Score: Raw -219575.802987 + Penalty 2438.210608 = -217137.592379 nChanged 14 SP:Iteration 12Q (3280.778002 sec): 3 clusters Score: Raw -219584.063406 + Penalty 2438.210608 = -217145.852798 nChanged 11 SP:Iteration 13Q (3280.816996 sec): 3 clusters Score: Raw -219590.280706 + Penalty 2438.210608 = -217152.070098 nChanged 5 SP:Iteration 14Q (3280.865680 sec): 3 clusters Score: Raw -219592.798865 + Penalty 2438.210608 = -217154.588257 nChanged 3 SP:Iteration 15Q (3280.914814 sec): 3 clusters Score: Raw -219598.115129 + Penalty 2438.210608 = -217159.904521 nChanged 5 SP:Iteration 16Q (3280.964779 sec): 3 clusters Score: Raw -219600.591241 + Penalty 2438.210608 = -217162.380633 nChanged 2 SP:Iteration 17Q (3281.016763 sec): 3 clusters Score: Raw -219601.487013 + Penalty 2438.210608 = -217163.276405 nChanged 3 SP:Iteration 18Q (3281.063620 sec): 3 clusters Score: Raw -219602.838184 + Penalty 2438.210608 = -217164.627576 nChanged 3 SP:Iteration 19Q (3281.103544 sec): 3 clusters Score: Raw -219604.059415 + Penalty 2438.210608 = -217165.848807 nChanged 3 SP:Iteration 20F (3281.131546 sec): 3 clusters Score: Raw -219605.334532 + Penalty 2438.210608 = -217167.123924 nChanged 1 SP:Iteration 21Q (3281.168160 sec): 3 clusters Score: Raw -219605.465570 + Penalty 2438.210608 = -217167.254962 nChanged 1 SP:Iteration 22Q (3281.226869 sec): 3 clusters Score: Raw -219605.612072 + Penalty 2438.210608 = -217167.401463 nChanged 0 SP:Iteration 23F (3281.269410 sec): 3 clusters Score: Raw -219605.612072 + Penalty 2438.210608 = -217167.401463 nChanged 0 Trying to split cluster 8 (32266 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3281.339671 sec): 2 clusters Score: Raw -4193360.692740 + Penalty 1687.037515 = -4191673.655225 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3281.440317 sec): 3 clusters Score: Raw -4173339.950863 + Penalty 3374.075030 = -4169965.875833 nChanged 14859 SP:Iteration 1F (3281.541445 sec): 3 clusters Score: Raw -4181848.754858 + Penalty 3374.075030 = -4178474.679828 nChanged 1454 SP:Iteration 2Q (3281.635237 sec): 3 clusters Score: Raw -4182331.777084 + Penalty 3374.075030 = -4178957.702054 nChanged 1474 SP:Iteration 3Q (3281.735049 sec): 3 clusters Score: Raw -4182850.713994 + Penalty 3374.075030 = -4179476.638964 nChanged 1465 SP:Iteration 4Q (3281.828361 sec): 3 clusters Score: Raw -4183437.712063 + Penalty 3374.075030 = -4180063.637033 nChanged 1504 SP:Iteration 5Q (3281.924994 sec): 3 clusters Score: Raw -4184110.394750 + Penalty 3374.075030 = -4180736.319720 nChanged 1531 SP:Iteration 6Q (3282.010134 sec): 3 clusters Score: Raw -4184917.383536 + Penalty 3374.075030 = -4181543.308506 nChanged 1661 SP:Iteration 7F (3282.110682 sec): 3 clusters Score: Raw -4185977.880358 + Penalty 3374.075030 = -4182603.805328 nChanged 1745 SP:Iteration 8F (3282.210178 sec): 3 clusters Score: Raw -4187366.160757 + Penalty 3374.075030 = -4183992.085727 nChanged 1720 SP:Iteration 9F (3282.313960 sec): 3 clusters Score: Raw -4188856.722491 + Penalty 3374.075030 = -4185482.647461 nChanged 1436 SP:Iteration 10Q (3282.404282 sec): 3 clusters Score: Raw -4190023.181615 + Penalty 3374.075030 = -4186649.106585 nChanged 1036 SP:Iteration 11Q (3282.506441 sec): 3 clusters Score: Raw -4190722.342438 + Penalty 3374.075030 = -4187348.267408 nChanged 732 SP:Iteration 12Q (3282.601333 sec): 3 clusters Score: Raw -4191157.174555 + Penalty 3374.075030 = -4187783.099525 nChanged 549 SP:Iteration 13Q (3282.695234 sec): 3 clusters Score: Raw -4191485.023835 + Penalty 3374.075030 = -4188110.948805 nChanged 462 SP:Iteration 14Q (3282.789278 sec): 3 clusters Score: Raw -4191711.723416 + Penalty 3374.075030 = -4188337.648386 nChanged 376 SP:Iteration 15Q (3282.877315 sec): 3 clusters Score: Raw -4191885.377884 + Penalty 3374.075030 = -4188511.302854 nChanged 350 SP:Iteration 16Q (3282.961452 sec): 3 clusters Score: Raw -4192024.566259 + Penalty 3374.075030 = -4188650.491229 nChanged 297 SP:Iteration 17Q (3283.064195 sec): 3 clusters Score: Raw -4192124.807995 + Penalty 3374.075030 = -4188750.732964 nChanged 278 SP:Iteration 18Q (3283.157309 sec): 3 clusters Score: Raw -4192212.737167 + Penalty 3374.075030 = -4188838.662137 nChanged 219 SP:Iteration 19Q (3283.252311 sec): 3 clusters Score: Raw -4192275.931310 + Penalty 3374.075030 = -4188901.856280 nChanged 214 SP:Iteration 20F (3283.344263 sec): 3 clusters Score: Raw -4192333.301928 + Penalty 3374.075030 = -4188959.226898 nChanged 187 SP:Iteration 21Q (3283.433662 sec): 3 clusters Score: Raw -4192378.159696 + Penalty 3374.075030 = -4189004.084666 nChanged 162 SP:Iteration 22Q (3283.525105 sec): 3 clusters Score: Raw -4192414.166339 + Penalty 3374.075030 = -4189040.091309 nChanged 151 SP:Iteration 23Q (3283.609074 sec): 3 clusters Score: Raw -4192445.525690 + Penalty 3374.075030 = -4189071.450660 nChanged 123 SP:Iteration 24Q (3283.687494 sec): 3 clusters Score: Raw -4192467.335924 + Penalty 3374.075030 = -4189093.260894 nChanged 102 SP:Iteration 25Q (3283.787396 sec): 3 clusters Score: Raw -4192484.711174 + Penalty 3374.075030 = -4189110.636143 nChanged 82 SP:Iteration 26Q (3283.878368 sec): 3 clusters Score: Raw -4192496.373088 + Penalty 3374.075030 = -4189122.298058 nChanged 62 SP:Iteration 27Q (3283.974417 sec): 3 clusters Score: Raw -4192503.138838 + Penalty 3374.075030 = -4189129.063808 nChanged 39 SP:Iteration 28Q (3284.068557 sec): 3 clusters Score: Raw -4192506.883251 + Penalty 3374.075030 = -4189132.808221 nChanged 38 SP:Iteration 29Q (3284.168899 sec): 3 clusters Score: Raw -4192510.433824 + Penalty 3374.075030 = -4189136.358794 nChanged 37 SP:Iteration 30Q (3284.263877 sec): 3 clusters Score: Raw -4192514.275924 + Penalty 3374.075030 = -4189140.200894 nChanged 50 SP:Iteration 31Q (3284.340822 sec): 3 clusters Score: Raw -4192519.628592 + Penalty 3374.075030 = -4189145.553562 nChanged 37 SP:Iteration 32Q (3284.436482 sec): 3 clusters Score: Raw -4192523.354529 + Penalty 3374.075030 = -4189149.279499 nChanged 33 SP:Iteration 33Q (3284.530528 sec): 3 clusters Score: Raw -4192526.528039 + Penalty 3374.075030 = -4189152.453009 nChanged 37 SP:Iteration 34Q (3284.627781 sec): 3 clusters Score: Raw -4192531.366825 + Penalty 3374.075030 = -4189157.291795 nChanged 50 SP:Iteration 35Q (3284.728928 sec): 3 clusters Score: Raw -4192538.688192 + Penalty 3374.075030 = -4189164.613162 nChanged 51 SP:Iteration 36Q (3284.821659 sec): 3 clusters Score: Raw -4192544.841847 + Penalty 3374.075030 = -4189170.766817 nChanged 60 SP:Iteration 37Q (3284.921438 sec): 3 clusters Score: Raw -4192551.735523 + Penalty 3374.075030 = -4189177.660493 nChanged 54 SP:Iteration 38Q (3285.018427 sec): 3 clusters Score: Raw -4192558.529309 + Penalty 3374.075030 = -4189184.454279 nChanged 57 SP:Iteration 39Q (3285.110567 sec): 3 clusters Score: Raw -4192564.507524 + Penalty 3374.075030 = -4189190.432494 nChanged 53 SP:Iteration 40F (3285.177370 sec): 3 clusters Score: Raw -4192569.921806 + Penalty 3374.075030 = -4189195.846776 nChanged 45 SP:Iteration 41Q (3285.271724 sec): 3 clusters Score: Raw -4192574.697143 + Penalty 3374.075030 = -4189200.622113 nChanged 42 SP:Iteration 42Q (3285.359695 sec): 3 clusters Score: Raw -4192579.056480 + Penalty 3374.075030 = -4189204.981450 nChanged 40 SP:Iteration 43Q (3285.444546 sec): 3 clusters Score: Raw -4192582.609096 + Penalty 3374.075030 = -4189208.534066 nChanged 28 SP:Iteration 44Q (3285.526538 sec): 3 clusters Score: Raw -4192585.279381 + Penalty 3374.075030 = -4189211.204351 nChanged 23 SP:Iteration 45Q (3285.610566 sec): 3 clusters Score: Raw -4192587.309681 + Penalty 3374.075030 = -4189213.234651 nChanged 26 SP:Iteration 46Q (3285.696792 sec): 3 clusters Score: Raw -4192589.419497 + Penalty 3374.075030 = -4189215.344467 nChanged 25 SP:Iteration 47Q (3285.785330 sec): 3 clusters Score: Raw -4192591.191100 + Penalty 3374.075030 = -4189217.116070 nChanged 32 SP:Iteration 48Q (3285.882461 sec): 3 clusters Score: Raw -4192593.691746 + Penalty 3374.075030 = -4189219.616716 nChanged 27 SP:Iteration 49Q (3285.975280 sec): 3 clusters Score: Raw -4192595.908754 + Penalty 3374.075030 = -4189221.833724 nChanged 25 SP:Iteration 50Q (3286.056262 sec): 3 clusters Score: Raw -4192597.734322 + Penalty 3374.075030 = -4189223.659292 nChanged 19 SP:Iteration 51Q (3286.160404 sec): 3 clusters Score: Raw -4192600.078378 + Penalty 3374.075030 = -4189226.003348 nChanged 32 SP:Iteration 52Q (3286.252851 sec): 3 clusters Score: Raw -4192602.910675 + Penalty 3374.075030 = -4189228.835645 nChanged 20 SP:Iteration 53Q (3286.348292 sec): 3 clusters Score: Raw -4192604.679315 + Penalty 3374.075030 = -4189230.604285 nChanged 21 SP:Iteration 54Q (3286.442970 sec): 3 clusters Score: Raw -4192606.658609 + Penalty 3374.075030 = -4189232.583579 nChanged 24 SP:Iteration 55Q (3286.538360 sec): 3 clusters Score: Raw -4192608.929595 + Penalty 3374.075030 = -4189234.854565 nChanged 26 SP:Iteration 56Q (3286.632107 sec): 3 clusters Score: Raw -4192611.752604 + Penalty 3374.075030 = -4189237.677574 nChanged 27 SP:Iteration 57Q (3286.722556 sec): 3 clusters Score: Raw -4192614.767651 + Penalty 3374.075030 = -4189240.692621 nChanged 34 SP:Iteration 58Q (3286.817064 sec): 3 clusters Score: Raw -4192618.596190 + Penalty 3374.075030 = -4189244.521160 nChanged 34 SP:Iteration 59Q (3286.900165 sec): 3 clusters Score: Raw -4192622.159695 + Penalty 3374.075030 = -4189248.084665 nChanged 31 SP:Iteration 60F (3286.984682 sec): 3 clusters Score: Raw -4192624.799100 + Penalty 3374.075030 = -4189250.724070 nChanged 22 SP:Iteration 61Q (3287.058898 sec): 3 clusters Score: Raw -4192627.123082 + Penalty 3374.075030 = -4189253.048052 nChanged 24 SP:Iteration 62Q (3287.133589 sec): 3 clusters Score: Raw -4192629.371715 + Penalty 3374.075030 = -4189255.296685 nChanged 26 SP:Iteration 63Q (3287.213853 sec): 3 clusters Score: Raw -4192631.908135 + Penalty 3374.075030 = -4189257.833105 nChanged 23 SP:Iteration 64Q (3287.307767 sec): 3 clusters Score: Raw -4192634.557435 + Penalty 3374.075030 = -4189260.482405 nChanged 27 SP:Iteration 65Q (3287.380334 sec): 3 clusters Score: Raw -4192637.346291 + Penalty 3374.075030 = -4189263.271261 nChanged 26 SP:Iteration 66Q (3287.463938 sec): 3 clusters Score: Raw -4192640.026041 + Penalty 3374.075030 = -4189265.951011 nChanged 29 SP:Iteration 67Q (3287.557949 sec): 3 clusters Score: Raw -4192642.723514 + Penalty 3374.075030 = -4189268.648484 nChanged 26 SP:Iteration 68Q (3287.645273 sec): 3 clusters Score: Raw -4192645.264704 + Penalty 3374.075030 = -4189271.189673 nChanged 27 SP:Iteration 69Q (3287.734713 sec): 3 clusters Score: Raw -4192647.719243 + Penalty 3374.075030 = -4189273.644213 nChanged 31 SP:Iteration 70Q (3287.814028 sec): 3 clusters Score: Raw -4192651.009324 + Penalty 3374.075030 = -4189276.934294 nChanged 41 SP:Iteration 71Q (3287.900264 sec): 3 clusters Score: Raw -4192656.191827 + Penalty 3374.075030 = -4189282.116797 nChanged 42 SP:Iteration 72Q (3287.996257 sec): 3 clusters Score: Raw -4192661.116010 + Penalty 3374.075030 = -4189287.040980 nChanged 39 SP:Iteration 73Q (3288.077645 sec): 3 clusters Score: Raw -4192665.812773 + Penalty 3374.075030 = -4189291.737743 nChanged 44 SP:Iteration 74Q (3288.161321 sec): 3 clusters Score: Raw -4192671.690853 + Penalty 3374.075030 = -4189297.615823 nChanged 51 SP:Iteration 75Q (3288.240755 sec): 3 clusters Score: Raw -4192678.555612 + Penalty 3374.075030 = -4189304.480582 nChanged 57 SP:Iteration 76Q (3288.329827 sec): 3 clusters Score: Raw -4192688.261216 + Penalty 3374.075030 = -4189314.186186 nChanged 80 SP:Iteration 77Q (3288.416225 sec): 3 clusters Score: Raw -4192701.649985 + Penalty 3374.075030 = -4189327.574955 nChanged 73 SP:Iteration 78Q (3288.503742 sec): 3 clusters Score: Raw -4192713.657736 + Penalty 3374.075030 = -4189339.582706 nChanged 84 SP:Iteration 79Q (3288.600303 sec): 3 clusters Score: Raw -4192728.235573 + Penalty 3374.075030 = -4189354.160543 nChanged 76 SP:Iteration 80F (3288.693969 sec): 3 clusters Score: Raw -4192742.295874 + Penalty 3374.075030 = -4189368.220844 nChanged 82 SP:Iteration 81Q (3288.786290 sec): 3 clusters Score: Raw -4192757.948681 + Penalty 3374.075030 = -4189383.873651 nChanged 77 SP:Iteration 82Q (3288.861585 sec): 3 clusters Score: Raw -4192775.368678 + Penalty 3374.075030 = -4189401.293648 nChanged 103 SP:Iteration 83Q (3288.955911 sec): 3 clusters Score: Raw -4192798.530433 + Penalty 3374.075030 = -4189424.455403 nChanged 102 SP:Iteration 84Q (3289.039449 sec): 3 clusters Score: Raw -4192820.307185 + Penalty 3374.075030 = -4189446.232155 nChanged 106 SP:Iteration 85Q (3289.126005 sec): 3 clusters Score: Raw -4192845.709501 + Penalty 3374.075030 = -4189471.634471 nChanged 120 SP:Iteration 86Q (3289.212725 sec): 3 clusters Score: Raw -4192877.967690 + Penalty 3374.075030 = -4189503.892660 nChanged 122 SP:Iteration 87Q (3289.302816 sec): 3 clusters Score: Raw -4192912.055723 + Penalty 3374.075030 = -4189537.980693 nChanged 135 SP:Iteration 88Q (3289.391322 sec): 3 clusters Score: Raw -4192949.075286 + Penalty 3374.075030 = -4189575.000256 nChanged 115 SP:Iteration 89Q (3289.479038 sec): 3 clusters Score: Raw -4192981.129974 + Penalty 3374.075030 = -4189607.054944 nChanged 114 SP:Iteration 90Q (3289.572997 sec): 3 clusters Score: Raw -4193012.910411 + Penalty 3374.075030 = -4189638.835381 nChanged 95 SP:Iteration 91Q (3289.647988 sec): 3 clusters Score: Raw -4193036.623499 + Penalty 3374.075030 = -4189662.548469 nChanged 93 SP:Iteration 92Q (3289.741689 sec): 3 clusters Score: Raw -4193064.361092 + Penalty 3374.075030 = -4189690.286062 nChanged 95 SP:Iteration 93Q (3289.826544 sec): 3 clusters Score: Raw -4193091.793510 + Penalty 3374.075030 = -4189717.718480 nChanged 96 SP:Iteration 94Q (3289.920912 sec): 3 clusters Score: Raw -4193119.176247 + Penalty 3374.075030 = -4189745.101217 nChanged 94 SP:Iteration 95Q (3290.002583 sec): 3 clusters Score: Raw -4193145.780103 + Penalty 3374.075030 = -4189771.705073 nChanged 82 SP:Iteration 96Q (3290.094781 sec): 3 clusters Score: Raw -4193168.601624 + Penalty 3374.075030 = -4189794.526593 nChanged 82 SP:Iteration 97Q (3290.188825 sec): 3 clusters Score: Raw -4193191.056786 + Penalty 3374.075030 = -4189816.981756 nChanged 78 SP:Iteration 98Q (3290.289260 sec): 3 clusters Score: Raw -4193216.331682 + Penalty 3374.075030 = -4189842.256652 nChanged 81 SP:Iteration 99Q (3290.382488 sec): 3 clusters Score: Raw -4193246.102490 + Penalty 3374.075030 = -4189872.027460 nChanged 86 SP:Iteration 100F (3290.470235 sec): 3 clusters Score: Raw -4193278.508177 + Penalty 3374.075030 = -4189904.433147 nChanged 79 SP:Iteration 101Q (3290.569479 sec): 3 clusters Score: Raw -4193309.524595 + Penalty 3374.075030 = -4189935.449565 nChanged 70 SP:Iteration 102Q (3290.655411 sec): 3 clusters Score: Raw -4193341.054489 + Penalty 3374.075030 = -4189966.979459 nChanged 69 SP:Iteration 103Q (3290.734077 sec): 3 clusters Score: Raw -4193366.268396 + Penalty 3374.075030 = -4189992.193366 nChanged 56 SP:Iteration 104Q (3290.811089 sec): 3 clusters Score: Raw -4193384.520066 + Penalty 3374.075030 = -4190010.445036 nChanged 46 SP:Iteration 105Q (3290.880300 sec): 3 clusters Score: Raw -4193400.714255 + Penalty 3374.075030 = -4190026.639225 nChanged 44 SP:Iteration 106Q (3290.954070 sec): 3 clusters Score: Raw -4193416.804497 + Penalty 3374.075030 = -4190042.729467 nChanged 45 SP:Iteration 107Q (3291.038134 sec): 3 clusters Score: Raw -4193436.084347 + Penalty 3374.075030 = -4190062.009317 nChanged 40 SP:Iteration 108Q (3291.134032 sec): 3 clusters Score: Raw -4193451.052848 + Penalty 3374.075030 = -4190076.977818 nChanged 40 SP:Iteration 109Q (3291.213640 sec): 3 clusters Score: Raw -4193466.984832 + Penalty 3374.075030 = -4190092.909802 nChanged 31 SP:Iteration 110Q (3291.300774 sec): 3 clusters Score: Raw -4193476.525751 + Penalty 3374.075030 = -4190102.450721 nChanged 31 SP:Iteration 111Q (3291.383865 sec): 3 clusters Score: Raw -4193488.771820 + Penalty 3374.075030 = -4190114.696790 nChanged 31 SP:Iteration 112Q (3291.469753 sec): 3 clusters Score: Raw -4193502.122227 + Penalty 3374.075030 = -4190128.047197 nChanged 26 SP:Iteration 113Q (3291.560887 sec): 3 clusters Score: Raw -4193510.290177 + Penalty 3374.075030 = -4190136.215146 nChanged 18 SP:Iteration 114Q (3291.646833 sec): 3 clusters Score: Raw -4193516.451164 + Penalty 3374.075030 = -4190142.376134 nChanged 13 SP:Iteration 115Q (3291.736097 sec): 3 clusters Score: Raw -4193520.578016 + Penalty 3374.075030 = -4190146.502986 nChanged 12 SP:Iteration 116Q (3291.820047 sec): 3 clusters Score: Raw -4193523.274844 + Penalty 3374.075030 = -4190149.199814 nChanged 5 SP:Iteration 117Q (3291.908191 sec): 3 clusters Score: Raw -4193524.810980 + Penalty 3374.075030 = -4190150.735950 nChanged 3 SP:Iteration 118Q (3291.996824 sec): 3 clusters Score: Raw -4193526.412396 + Penalty 3374.075030 = -4190152.337366 nChanged 8 SP:Iteration 119Q (3292.089032 sec): 3 clusters Score: Raw -4193528.899671 + Penalty 3374.075030 = -4190154.824641 nChanged 7 SP:Iteration 120F (3292.175695 sec): 3 clusters Score: Raw -4193530.355088 + Penalty 3374.075030 = -4190156.280058 nChanged 5 SP:Iteration 121Q (3292.275560 sec): 3 clusters Score: Raw -4193531.720060 + Penalty 3374.075030 = -4190157.645030 nChanged 4 SP:Iteration 122Q (3292.363553 sec): 3 clusters Score: Raw -4193534.657471 + Penalty 3374.075030 = -4190160.582441 nChanged 6 SP:Iteration 123Q (3292.452285 sec): 3 clusters Score: Raw -4193537.843620 + Penalty 3374.075030 = -4190163.768590 nChanged 10 SP:Iteration 124Q (3292.538121 sec): 3 clusters Score: Raw -4193541.796327 + Penalty 3374.075030 = -4190167.721297 nChanged 9 SP:Iteration 125Q (3292.625154 sec): 3 clusters Score: Raw -4193545.844455 + Penalty 3374.075030 = -4190171.769425 nChanged 12 SP:Iteration 126Q (3292.711126 sec): 3 clusters Score: Raw -4193550.322177 + Penalty 3374.075030 = -4190176.247147 nChanged 7 SP:Iteration 127Q (3292.797168 sec): 3 clusters Score: Raw -4193552.468221 + Penalty 3374.075030 = -4190178.393191 nChanged 8 SP:Iteration 128Q (3292.882096 sec): 3 clusters Score: Raw -4193555.509702 + Penalty 3374.075030 = -4190181.434672 nChanged 6 SP:Iteration 129Q (3292.967670 sec): 3 clusters Score: Raw -4193557.715245 + Penalty 3374.075030 = -4190183.640215 nChanged 4 SP:Iteration 130Q (3293.047872 sec): 3 clusters Score: Raw -4193559.233703 + Penalty 3374.075030 = -4190185.158673 nChanged 1 SP:Iteration 131Q (3293.139437 sec): 3 clusters Score: Raw -4193559.483413 + Penalty 3374.075030 = -4190185.408383 nChanged 1 SP:Iteration 132Q (3293.233700 sec): 3 clusters Score: Raw -4193559.591193 + Penalty 3374.075030 = -4190185.516163 nChanged 1 SP:Iteration 133Q (3293.315336 sec): 3 clusters Score: Raw -4193560.229126 + Penalty 3374.075030 = -4190186.154096 nChanged 2 SP:Iteration 134Q (3293.405017 sec): 3 clusters Score: Raw -4193560.828067 + Penalty 3374.075030 = -4190186.753037 nChanged 3 SP:Iteration 135Q (3293.490066 sec): 3 clusters Score: Raw -4193561.528317 + Penalty 3374.075030 = -4190187.453287 nChanged 3 SP:Iteration 136Q (3293.587453 sec): 3 clusters Score: Raw -4193563.207459 + Penalty 3374.075030 = -4190189.132429 nChanged 7 SP:Iteration 137Q (3293.679344 sec): 3 clusters Score: Raw -4193566.043698 + Penalty 3374.075030 = -4190191.968668 nChanged 6 SP:Iteration 138Q (3293.764808 sec): 3 clusters Score: Raw -4193568.534123 + Penalty 3374.075030 = -4190194.459093 nChanged 6 SP:Iteration 139Q (3293.855130 sec): 3 clusters Score: Raw -4193569.874493 + Penalty 3374.075030 = -4190195.799463 nChanged 1 SP:Iteration 140F (3293.951135 sec): 3 clusters Score: Raw -4193570.265845 + Penalty 3374.075030 = -4190196.190815 nChanged 0 Trying to split cluster 9 (11438 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3293.990773 sec): 2 clusters Score: Raw -1549438.768173 + Penalty 1518.513169 = -1547920.255004 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3294.039509 sec): 3 clusters Score: Raw -1542858.253844 + Penalty 3037.026338 = -1539821.227506 nChanged 4953 SP:Iteration 1F (3294.105871 sec): 3 clusters Score: Raw -1545426.769734 + Penalty 3037.026338 = -1542389.743396 nChanged 703 SP:Iteration 2F (3294.182750 sec): 3 clusters Score: Raw -1545743.681827 + Penalty 3037.026338 = -1542706.655489 nChanged 601 SP:Iteration 3F (3294.239479 sec): 3 clusters Score: Raw -1546044.952367 + Penalty 3037.026338 = -1543007.926029 nChanged 619 SP:Iteration 4F (3294.318691 sec): 3 clusters Score: Raw -1546355.747009 + Penalty 3037.026338 = -1543318.720671 nChanged 615 SP:Iteration 5F (3294.382716 sec): 3 clusters Score: Raw -1546699.119060 + Penalty 3037.026338 = -1543662.092722 nChanged 661 SP:Iteration 6F (3294.437220 sec): 3 clusters Score: Raw -1547101.371459 + Penalty 3037.026338 = -1544064.345121 nChanged 697 SP:Iteration 7F (3294.510078 sec): 3 clusters Score: Raw -1547614.347346 + Penalty 3037.026338 = -1544577.321008 nChanged 655 SP:Iteration 8F (3294.562810 sec): 3 clusters Score: Raw -1548157.565705 + Penalty 3037.026338 = -1545120.539367 nChanged 553 SP:Iteration 9Q (3294.626687 sec): 3 clusters Score: Raw -1548633.987758 + Penalty 3037.026338 = -1545596.961420 nChanged 427 SP:Iteration 10Q (3294.687998 sec): 3 clusters Score: Raw -1548957.426836 + Penalty 3037.026338 = -1545920.400498 nChanged 315 SP:Iteration 11Q (3294.743695 sec): 3 clusters Score: Raw -1549136.296804 + Penalty 3037.026338 = -1546099.270466 nChanged 226 SP:Iteration 12Q (3294.808481 sec): 3 clusters Score: Raw -1549234.492092 + Penalty 3037.026338 = -1546197.465754 nChanged 170 SP:Iteration 13Q (3294.879877 sec): 3 clusters Score: Raw -1549298.881776 + Penalty 3037.026338 = -1546261.855438 nChanged 131 SP:Iteration 14Q (3294.934421 sec): 3 clusters Score: Raw -1549338.914183 + Penalty 3037.026338 = -1546301.887845 nChanged 108 SP:Iteration 15Q (3295.003893 sec): 3 clusters Score: Raw -1549375.267817 + Penalty 3037.026338 = -1546338.241479 nChanged 96 SP:Iteration 16Q (3295.068354 sec): 3 clusters Score: Raw -1549408.743407 + Penalty 3037.026338 = -1546371.717069 nChanged 87 SP:Iteration 17Q (3295.130376 sec): 3 clusters Score: Raw -1549436.370282 + Penalty 3037.026338 = -1546399.343944 nChanged 89 SP:Iteration 18Q (3295.187776 sec): 3 clusters Score: Raw -1549461.391302 + Penalty 3037.026338 = -1546424.364965 nChanged 59 SP:Iteration 19Q (3295.252447 sec): 3 clusters Score: Raw -1549474.752896 + Penalty 3037.026338 = -1546437.726558 nChanged 52 SP:Iteration 20F (3295.327644 sec): 3 clusters Score: Raw -1549486.114552 + Penalty 3037.026338 = -1546449.088214 nChanged 48 SP:Iteration 21Q (3295.381949 sec): 3 clusters Score: Raw -1549497.540116 + Penalty 3037.026338 = -1546460.513778 nChanged 36 SP:Iteration 22Q (3295.447051 sec): 3 clusters Score: Raw -1549505.247499 + Penalty 3037.026338 = -1546468.221161 nChanged 45 SP:Iteration 23Q (3295.523095 sec): 3 clusters Score: Raw -1549518.747603 + Penalty 3037.026338 = -1546481.721265 nChanged 50 SP:Iteration 24Q (3295.576739 sec): 3 clusters Score: Raw -1549531.177234 + Penalty 3037.026338 = -1546494.150896 nChanged 49 SP:Iteration 25Q (3295.650758 sec): 3 clusters Score: Raw -1549544.684678 + Penalty 3037.026338 = -1546507.658340 nChanged 52 SP:Iteration 26Q (3295.714636 sec): 3 clusters Score: Raw -1549557.438851 + Penalty 3037.026338 = -1546520.412513 nChanged 53 SP:Iteration 27Q (3295.767929 sec): 3 clusters Score: Raw -1549569.969937 + Penalty 3037.026338 = -1546532.943599 nChanged 46 SP:Iteration 28Q (3295.838194 sec): 3 clusters Score: Raw -1549583.281368 + Penalty 3037.026338 = -1546546.255030 nChanged 49 SP:Iteration 29Q (3295.894997 sec): 3 clusters Score: Raw -1549597.883295 + Penalty 3037.026338 = -1546560.856957 nChanged 39 SP:Iteration 30Q (3295.970287 sec): 3 clusters Score: Raw -1549606.736682 + Penalty 3037.026338 = -1546569.710344 nChanged 28 SP:Iteration 31Q (3296.018626 sec): 3 clusters Score: Raw -1549612.888664 + Penalty 3037.026338 = -1546575.862326 nChanged 25 SP:Iteration 32Q (3296.081068 sec): 3 clusters Score: Raw -1549619.402392 + Penalty 3037.026338 = -1546582.376054 nChanged 31 SP:Iteration 33Q (3296.145574 sec): 3 clusters Score: Raw -1549628.521734 + Penalty 3037.026338 = -1546591.495396 nChanged 33 SP:Iteration 34Q (3296.211520 sec): 3 clusters Score: Raw -1549636.446592 + Penalty 3037.026338 = -1546599.420254 nChanged 24 SP:Iteration 35Q (3296.277526 sec): 3 clusters Score: Raw -1549642.327662 + Penalty 3037.026338 = -1546605.301324 nChanged 29 SP:Iteration 36Q (3296.341213 sec): 3 clusters Score: Raw -1549650.547755 + Penalty 3037.026338 = -1546613.521417 nChanged 29 SP:Iteration 37Q (3296.408746 sec): 3 clusters Score: Raw -1549658.626689 + Penalty 3037.026338 = -1546621.600351 nChanged 29 SP:Iteration 38Q (3296.470612 sec): 3 clusters Score: Raw -1549665.673002 + Penalty 3037.026338 = -1546628.646664 nChanged 21 SP:Iteration 39Q (3296.521285 sec): 3 clusters Score: Raw -1549671.244746 + Penalty 3037.026338 = -1546634.218409 nChanged 23 SP:Iteration 40F (3296.570631 sec): 3 clusters Score: Raw -1549677.657787 + Penalty 3037.026338 = -1546640.631449 nChanged 27 SP:Iteration 41Q (3296.631535 sec): 3 clusters Score: Raw -1549685.899161 + Penalty 3037.026338 = -1546648.872823 nChanged 26 SP:Iteration 42Q (3296.685382 sec): 3 clusters Score: Raw -1549694.750472 + Penalty 3037.026338 = -1546657.724134 nChanged 32 SP:Iteration 43Q (3296.747041 sec): 3 clusters Score: Raw -1549708.914930 + Penalty 3037.026338 = -1546671.888592 nChanged 31 SP:Iteration 44Q (3296.814053 sec): 3 clusters Score: Raw -1549721.323531 + Penalty 3037.026338 = -1546684.297193 nChanged 31 SP:Iteration 45Q (3296.873007 sec): 3 clusters Score: Raw -1549734.342811 + Penalty 3037.026338 = -1546697.316473 nChanged 36 SP:Iteration 46Q (3296.945765 sec): 3 clusters Score: Raw -1549748.899368 + Penalty 3037.026338 = -1546711.873030 nChanged 35 SP:Iteration 47Q (3296.999100 sec): 3 clusters Score: Raw -1549759.807472 + Penalty 3037.026338 = -1546722.781134 nChanged 25 SP:Iteration 48Q (3297.071767 sec): 3 clusters Score: Raw -1549765.831336 + Penalty 3037.026338 = -1546728.804998 nChanged 18 SP:Iteration 49Q (3297.136502 sec): 3 clusters Score: Raw -1549771.261584 + Penalty 3037.026338 = -1546734.235246 nChanged 11 SP:Iteration 50Q (3297.193113 sec): 3 clusters Score: Raw -1549774.544566 + Penalty 3037.026338 = -1546737.518228 nChanged 9 SP:Iteration 51Q (3297.263064 sec): 3 clusters Score: Raw -1549776.829554 + Penalty 3037.026338 = -1546739.803217 nChanged 11 SP:Iteration 52Q (3297.316642 sec): 3 clusters Score: Raw -1549779.913541 + Penalty 3037.026338 = -1546742.887203 nChanged 6 SP:Iteration 53Q (3297.389012 sec): 3 clusters Score: Raw -1549780.970803 + Penalty 3037.026338 = -1546743.944465 nChanged 3 SP:Iteration 54Q (3297.450925 sec): 3 clusters Score: Raw -1549781.552778 + Penalty 3037.026338 = -1546744.526440 nChanged 2 SP:Iteration 55Q (3297.500846 sec): 3 clusters Score: Raw -1549781.969397 + Penalty 3037.026338 = -1546744.943059 nChanged 3 SP:Iteration 56Q (3297.563579 sec): 3 clusters Score: Raw -1549782.436940 + Penalty 3037.026338 = -1546745.410602 nChanged 2 SP:Iteration 57Q (3297.625380 sec): 3 clusters Score: Raw -1549782.752356 + Penalty 3037.026338 = -1546745.726018 nChanged 0 SP:Iteration 58F (3297.675105 sec): 3 clusters Score: Raw -1549782.752356 + Penalty 3037.026338 = -1546745.726018 nChanged 0 Trying to split cluster 10 (2511 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3297.702502 sec): 2 clusters Score: Raw -309618.528523 + Penalty 1272.120908 = -308346.407614 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3297.754320 sec): 3 clusters Score: Raw -308475.287950 + Penalty 2544.241817 = -305931.046133 nChanged 961 SP:Iteration 1F (3297.806815 sec): 3 clusters Score: Raw -309055.411516 + Penalty 2544.241817 = -306511.169699 nChanged 242 SP:Iteration 2F (3297.855913 sec): 3 clusters Score: Raw -309287.331718 + Penalty 2544.241817 = -306743.089901 nChanged 176 SP:Iteration 3F (3297.888714 sec): 3 clusters Score: Raw -309467.584886 + Penalty 2544.241817 = -306923.343069 nChanged 176 SP:Iteration 4F (3297.920670 sec): 3 clusters Score: Raw -309707.179134 + Penalty 2544.241817 = -307162.937318 nChanged 180 SP:Iteration 5F (3297.971473 sec): 3 clusters Score: Raw -309934.145107 + Penalty 2544.241817 = -307389.903291 nChanged 151 SP:Iteration 6F (3298.021782 sec): 3 clusters Score: Raw -310109.653076 + Penalty 2544.241817 = -307565.411259 nChanged 104 SP:Iteration 7Q (3298.071457 sec): 3 clusters Score: Raw -310214.238260 + Penalty 2544.241817 = -307669.996444 nChanged 77 SP:Iteration 8Q (3298.121594 sec): 3 clusters Score: Raw -310286.516621 + Penalty 2544.241817 = -307742.274804 nChanged 50 SP:Iteration 9Q (3298.170016 sec): 3 clusters Score: Raw -310330.063699 + Penalty 2544.241817 = -307785.821882 nChanged 38 SP:Iteration 10Q (3298.220866 sec): 3 clusters Score: Raw -310357.076807 + Penalty 2544.241817 = -307812.834991 nChanged 24 SP:Iteration 11Q (3298.265183 sec): 3 clusters Score: Raw -310371.455602 + Penalty 2544.241817 = -307827.213785 nChanged 18 SP:Iteration 12Q (3298.311035 sec): 3 clusters Score: Raw -310382.189633 + Penalty 2544.241817 = -307837.947816 nChanged 19 SP:Iteration 13Q (3298.360613 sec): 3 clusters Score: Raw -310392.402768 + Penalty 2544.241817 = -307848.160952 nChanged 13 SP:Iteration 14Q (3298.405914 sec): 3 clusters Score: Raw -310397.482480 + Penalty 2544.241817 = -307853.240664 nChanged 14 SP:Iteration 15Q (3298.448423 sec): 3 clusters Score: Raw -310402.713047 + Penalty 2544.241817 = -307858.471231 nChanged 15 SP:Iteration 16Q (3298.489541 sec): 3 clusters Score: Raw -310411.887741 + Penalty 2544.241817 = -307867.645924 nChanged 9 SP:Iteration 17Q (3298.534249 sec): 3 clusters Score: Raw -310415.225008 + Penalty 2544.241817 = -307870.983191 nChanged 5 SP:Iteration 18Q (3298.592934 sec): 3 clusters Score: Raw -310417.756740 + Penalty 2544.241817 = -307873.514923 nChanged 6 SP:Iteration 19Q (3298.642720 sec): 3 clusters Score: Raw -310419.745281 + Penalty 2544.241817 = -307875.503465 nChanged 2 SP:Iteration 20F (3298.693602 sec): 3 clusters Score: Raw -310420.150142 + Penalty 2544.241817 = -307875.908325 nChanged 2 SP:Iteration 21Q (3298.739676 sec): 3 clusters Score: Raw -310420.574909 + Penalty 2544.241817 = -307876.333092 nChanged 4 SP:Iteration 22Q (3298.793507 sec): 3 clusters Score: Raw -310421.891707 + Penalty 2544.241817 = -307877.649890 nChanged 1 SP:Iteration 23Q (3298.833279 sec): 3 clusters Score: Raw -310422.894587 + Penalty 2544.241817 = -307878.652771 nChanged 4 SP:Iteration 24Q (3298.889822 sec): 3 clusters Score: Raw -310424.508923 + Penalty 2544.241817 = -307880.267107 nChanged 0 SP:Iteration 25F (3298.940801 sec): 3 clusters Score: Raw -310424.508923 + Penalty 2544.241817 = -307880.267107 nChanged 0 Trying to split cluster 11 (212463 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3299.237719 sec): 2 clusters Score: Raw -28199288.185504 + Penalty 1993.310009 = -28197294.875494 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3299.630357 sec): 3 clusters Score: Raw -28058493.856552 + Penalty 3986.620019 = -28054507.236533 nChanged 102830 SP:Iteration 1F (3299.994050 sec): 3 clusters Score: Raw -28120209.865784 + Penalty 3986.620019 = -28116223.245766 nChanged 7672 SP:Iteration 2Q (3300.395989 sec): 3 clusters Score: Raw -28122391.588575 + Penalty 3986.620019 = -28118404.968556 nChanged 8323 SP:Iteration 3Q (3300.811868 sec): 3 clusters Score: Raw -28125086.850109 + Penalty 3986.620019 = -28121100.230090 nChanged 9167 SP:Iteration 4Q (3301.218123 sec): 3 clusters Score: Raw -28128644.420645 + Penalty 3986.620019 = -28124657.800626 nChanged 10404 SP:Iteration 5Q (3301.597492 sec): 3 clusters Score: Raw -28133188.313330 + Penalty 3986.620019 = -28129201.693311 nChanged 11457 SP:Iteration 6F (3301.976509 sec): 3 clusters Score: Raw -28138537.981122 + Penalty 3986.620019 = -28134551.361103 nChanged 11810 SP:Iteration 7F (3302.366136 sec): 3 clusters Score: Raw -28144292.759048 + Penalty 3986.620019 = -28140306.139030 nChanged 11735 SP:Iteration 8F (3302.755675 sec): 3 clusters Score: Raw -28150128.154263 + Penalty 3986.620019 = -28146141.534244 nChanged 11051 SP:Iteration 9F (3303.147979 sec): 3 clusters Score: Raw -28155792.846200 + Penalty 3986.620019 = -28151806.226181 nChanged 10364 SP:Iteration 10Q (3303.543397 sec): 3 clusters Score: Raw -28161274.060349 + Penalty 3986.620019 = -28157287.440331 nChanged 9228 SP:Iteration 11Q (3303.947052 sec): 3 clusters Score: Raw -28166062.790310 + Penalty 3986.620019 = -28162076.170291 nChanged 7805 SP:Iteration 12Q (3304.345062 sec): 3 clusters Score: Raw -28169644.512352 + Penalty 3986.620019 = -28165657.892333 nChanged 6270 SP:Iteration 13Q (3304.730652 sec): 3 clusters Score: Raw -28171959.514545 + Penalty 3986.620019 = -28167972.894526 nChanged 4759 SP:Iteration 14Q (3305.136190 sec): 3 clusters Score: Raw -28173287.411322 + Penalty 3986.620019 = -28169300.791303 nChanged 3490 SP:Iteration 15Q (3305.513491 sec): 3 clusters Score: Raw -28174057.825477 + Penalty 3986.620019 = -28170071.205459 nChanged 2767 SP:Iteration 16Q (3305.919231 sec): 3 clusters Score: Raw -28174603.741512 + Penalty 3986.620019 = -28170617.121493 nChanged 2376 SP:Iteration 17Q (3306.291756 sec): 3 clusters Score: Raw -28175041.547301 + Penalty 3986.620019 = -28171054.927282 nChanged 2128 SP:Iteration 18Q (3306.697229 sec): 3 clusters Score: Raw -28175438.647599 + Penalty 3986.620019 = -28171452.027580 nChanged 2098 SP:Iteration 19Q (3307.088841 sec): 3 clusters Score: Raw -28175833.524902 + Penalty 3986.620019 = -28171846.904883 nChanged 2071 SP:Iteration 20F (3307.474594 sec): 3 clusters Score: Raw -28176218.525425 + Penalty 3986.620019 = -28172231.905407 nChanged 2034 SP:Iteration 21Q (3307.857677 sec): 3 clusters Score: Raw -28176576.366845 + Penalty 3986.620019 = -28172589.746826 nChanged 1979 SP:Iteration 22Q (3308.243614 sec): 3 clusters Score: Raw -28176927.442960 + Penalty 3986.620019 = -28172940.822941 nChanged 2004 SP:Iteration 23Q (3308.637628 sec): 3 clusters Score: Raw -28177311.608653 + Penalty 3986.620019 = -28173324.988634 nChanged 2136 SP:Iteration 24Q (3308.990614 sec): 3 clusters Score: Raw -28177723.485055 + Penalty 3986.620019 = -28173736.865036 nChanged 2103 SP:Iteration 25Q (3309.385219 sec): 3 clusters Score: Raw -28178128.774933 + Penalty 3986.620019 = -28174142.154915 nChanged 2175 SP:Iteration 26Q (3309.771886 sec): 3 clusters Score: Raw -28178545.604270 + Penalty 3986.620019 = -28174558.984252 nChanged 2155 SP:Iteration 27Q (3310.143550 sec): 3 clusters Score: Raw -28178960.719508 + Penalty 3986.620019 = -28174974.099489 nChanged 2161 SP:Iteration 28Q (3310.538355 sec): 3 clusters Score: Raw -28179389.326952 + Penalty 3986.620019 = -28175402.706934 nChanged 2288 SP:Iteration 29Q (3310.938464 sec): 3 clusters Score: Raw -28179873.920576 + Penalty 3986.620019 = -28175887.300557 nChanged 2369 SP:Iteration 30Q (3311.304177 sec): 3 clusters Score: Raw -28180398.102768 + Penalty 3986.620019 = -28176411.482749 nChanged 2545 SP:Iteration 31Q (3311.693304 sec): 3 clusters Score: Raw -28181006.180844 + Penalty 3986.620019 = -28177019.560826 nChanged 2608 SP:Iteration 32Q (3312.074113 sec): 3 clusters Score: Raw -28181638.355779 + Penalty 3986.620019 = -28177651.735761 nChanged 2693 SP:Iteration 33Q (3312.451586 sec): 3 clusters Score: Raw -28182309.124718 + Penalty 3986.620019 = -28178322.504699 nChanged 2750 SP:Iteration 34Q (3312.792350 sec): 3 clusters Score: Raw -28183011.965272 + Penalty 3986.620019 = -28179025.345254 nChanged 2829 SP:Iteration 35Q (3313.169250 sec): 3 clusters Score: Raw -28183735.654646 + Penalty 3986.620019 = -28179749.034627 nChanged 2822 SP:Iteration 36Q (3313.556103 sec): 3 clusters Score: Raw -28184478.162235 + Penalty 3986.620019 = -28180491.542217 nChanged 2817 SP:Iteration 37Q (3313.942930 sec): 3 clusters Score: Raw -28185253.059900 + Penalty 3986.620019 = -28181266.439881 nChanged 2853 SP:Iteration 38Q (3314.322873 sec): 3 clusters Score: Raw -28186060.140065 + Penalty 3986.620019 = -28182073.520046 nChanged 2855 SP:Iteration 39Q (3314.696797 sec): 3 clusters Score: Raw -28186854.602724 + Penalty 3986.620019 = -28182867.982705 nChanged 2855 SP:Iteration 40F (3315.096353 sec): 3 clusters Score: Raw -28187693.544017 + Penalty 3986.620019 = -28183706.923998 nChanged 2881 SP:Iteration 41Q (3315.464299 sec): 3 clusters Score: Raw -28188565.399128 + Penalty 3986.620019 = -28184578.779109 nChanged 2920 SP:Iteration 42Q (3315.792410 sec): 3 clusters Score: Raw -28189472.937480 + Penalty 3986.620019 = -28185486.317462 nChanged 2811 SP:Iteration 43Q (3316.156339 sec): 3 clusters Score: Raw -28190345.138778 + Penalty 3986.620019 = -28186358.518759 nChanged 2694 SP:Iteration 44Q (3316.507830 sec): 3 clusters Score: Raw -28191200.968226 + Penalty 3986.620019 = -28187214.348207 nChanged 2601 SP:Iteration 45Q (3316.868592 sec): 3 clusters Score: Raw -28192027.679782 + Penalty 3986.620019 = -28188041.059764 nChanged 2500 SP:Iteration 46Q (3317.202456 sec): 3 clusters Score: Raw -28192844.148465 + Penalty 3986.620019 = -28188857.528446 nChanged 2385 SP:Iteration 47Q (3317.568188 sec): 3 clusters Score: Raw -28193615.367086 + Penalty 3986.620019 = -28189628.747067 nChanged 2238 SP:Iteration 48Q (3317.931616 sec): 3 clusters Score: Raw -28194347.267823 + Penalty 3986.620019 = -28190360.647805 nChanged 2139 SP:Iteration 49Q (3318.290076 sec): 3 clusters Score: Raw -28195043.381830 + Penalty 3986.620019 = -28191056.761811 nChanged 1963 SP:Iteration 50Q (3318.627677 sec): 3 clusters Score: Raw -28195696.629546 + Penalty 3986.620019 = -28191710.009527 nChanged 1864 SP:Iteration 51Q (3318.956256 sec): 3 clusters Score: Raw -28196342.118189 + Penalty 3986.620019 = -28192355.498170 nChanged 1719 SP:Iteration 52Q (3319.319115 sec): 3 clusters Score: Raw -28196930.428206 + Penalty 3986.620019 = -28192943.808187 nChanged 1549 SP:Iteration 53Q (3319.636206 sec): 3 clusters Score: Raw -28197460.304376 + Penalty 3986.620019 = -28193473.684358 nChanged 1346 SP:Iteration 54Q (3319.989278 sec): 3 clusters Score: Raw -28197928.392022 + Penalty 3986.620019 = -28193941.772004 nChanged 1161 SP:Iteration 55Q (3320.319876 sec): 3 clusters Score: Raw -28198340.530683 + Penalty 3986.620019 = -28194353.910664 nChanged 1006 SP:Iteration 56Q (3320.651465 sec): 3 clusters Score: Raw -28198705.795805 + Penalty 3986.620019 = -28194719.175786 nChanged 841 SP:Iteration 57Q (3320.989388 sec): 3 clusters Score: Raw -28199021.843712 + Penalty 3986.620019 = -28195035.223694 nChanged 694 SP:Iteration 58Q (3321.279476 sec): 3 clusters Score: Raw -28199284.844310 + Penalty 3986.620019 = -28195298.224291 nChanged 574 SP:Iteration 59Q (3321.609619 sec): 3 clusters Score: Raw -28199521.306138 + Penalty 3986.620019 = -28195534.686120 nChanged 462 SP:Iteration 60F (3321.984856 sec): 3 clusters Score: Raw -28199716.575910 + Penalty 3986.620019 = -28195729.955891 nChanged 375 SP:Iteration 61Q (3322.304745 sec): 3 clusters Score: Raw -28199867.616246 + Penalty 3986.620019 = -28195880.996227 nChanged 319 SP:Iteration 62Q (3322.587246 sec): 3 clusters Score: Raw -28199985.321667 + Penalty 3986.620019 = -28195998.701649 nChanged 254 SP:Iteration 63Q (3322.904800 sec): 3 clusters Score: Raw -28200067.541089 + Penalty 3986.620019 = -28196080.921070 nChanged 206 SP:Iteration 64Q (3323.209110 sec): 3 clusters Score: Raw -28200137.758899 + Penalty 3986.620019 = -28196151.138880 nChanged 179 SP:Iteration 65Q (3323.538883 sec): 3 clusters Score: Raw -28200190.775764 + Penalty 3986.620019 = -28196204.155746 nChanged 152 SP:Iteration 66Q (3323.848950 sec): 3 clusters Score: Raw -28200229.028723 + Penalty 3986.620019 = -28196242.408704 nChanged 103 SP:Iteration 67Q (3324.160042 sec): 3 clusters Score: Raw -28200253.912315 + Penalty 3986.620019 = -28196267.292296 nChanged 71 SP:Iteration 68Q (3324.485673 sec): 3 clusters Score: Raw -28200271.515220 + Penalty 3986.620019 = -28196284.895201 nChanged 79 SP:Iteration 69Q (3324.772193 sec): 3 clusters Score: Raw -28200287.057745 + Penalty 3986.620019 = -28196300.437727 nChanged 68 SP:Iteration 70Q (3325.060581 sec): 3 clusters Score: Raw -28200299.551163 + Penalty 3986.620019 = -28196312.931144 nChanged 62 SP:Iteration 71Q (3325.346776 sec): 3 clusters Score: Raw -28200311.242889 + Penalty 3986.620019 = -28196324.622870 nChanged 50 SP:Iteration 72Q (3325.655126 sec): 3 clusters Score: Raw -28200320.646522 + Penalty 3986.620019 = -28196334.026503 nChanged 46 SP:Iteration 73Q (3325.921670 sec): 3 clusters Score: Raw -28200327.738582 + Penalty 3986.620019 = -28196341.118564 nChanged 35 SP:Iteration 74Q (3326.200613 sec): 3 clusters Score: Raw -28200333.656070 + Penalty 3986.620019 = -28196347.036052 nChanged 42 SP:Iteration 75Q (3326.523821 sec): 3 clusters Score: Raw -28200341.795984 + Penalty 3986.620019 = -28196355.175965 nChanged 45 SP:Iteration 76Q (3326.832238 sec): 3 clusters Score: Raw -28200349.522641 + Penalty 3986.620019 = -28196362.902623 nChanged 45 SP:Iteration 77Q (3327.164677 sec): 3 clusters Score: Raw -28200356.597306 + Penalty 3986.620019 = -28196369.977287 nChanged 33 SP:Iteration 78Q (3327.493419 sec): 3 clusters Score: Raw -28200361.756428 + Penalty 3986.620019 = -28196375.136409 nChanged 29 SP:Iteration 79Q (3327.808930 sec): 3 clusters Score: Raw -28200367.165232 + Penalty 3986.620019 = -28196380.545213 nChanged 28 SP:Iteration 80F (3328.172643 sec): 3 clusters Score: Raw -28200371.321073 + Penalty 3986.620019 = -28196384.701054 nChanged 24 SP:Iteration 81Q (3328.469721 sec): 3 clusters Score: Raw -28200374.720148 + Penalty 3986.620019 = -28196388.100130 nChanged 25 SP:Iteration 82Q (3328.774465 sec): 3 clusters Score: Raw -28200377.864274 + Penalty 3986.620019 = -28196391.244255 nChanged 19 SP:Iteration 83Q (3329.086828 sec): 3 clusters Score: Raw -28200380.766322 + Penalty 3986.620019 = -28196394.146303 nChanged 21 SP:Iteration 84Q (3329.352826 sec): 3 clusters Score: Raw -28200383.396865 + Penalty 3986.620019 = -28196396.776846 nChanged 13 SP:Iteration 85Q (3329.614842 sec): 3 clusters Score: Raw -28200385.127617 + Penalty 3986.620019 = -28196398.507599 nChanged 14 SP:Iteration 86Q (3329.914675 sec): 3 clusters Score: Raw -28200387.029866 + Penalty 3986.620019 = -28196400.409847 nChanged 23 SP:Iteration 87Q (3330.236726 sec): 3 clusters Score: Raw -28200389.203787 + Penalty 3986.620019 = -28196402.583769 nChanged 9 SP:Iteration 88Q (3330.549718 sec): 3 clusters Score: Raw -28200390.501296 + Penalty 3986.620019 = -28196403.881277 nChanged 9 SP:Iteration 89Q (3330.861812 sec): 3 clusters Score: Raw -28200391.257151 + Penalty 3986.620019 = -28196404.637133 nChanged 5 SP:Iteration 90Q (3331.177985 sec): 3 clusters Score: Raw -28200391.636080 + Penalty 3986.620019 = -28196405.016061 nChanged 3 SP:Iteration 91Q (3331.503437 sec): 3 clusters Score: Raw -28200392.055558 + Penalty 3986.620019 = -28196405.435539 nChanged 6 SP:Iteration 92Q (3331.789580 sec): 3 clusters Score: Raw -28200392.535317 + Penalty 3986.620019 = -28196405.915299 nChanged 6 SP:Iteration 93Q (3332.109902 sec): 3 clusters Score: Raw -28200393.627587 + Penalty 3986.620019 = -28196407.007568 nChanged 6 SP:Iteration 94Q (3332.393890 sec): 3 clusters Score: Raw -28200394.566424 + Penalty 3986.620019 = -28196407.946405 nChanged 8 SP:Iteration 95Q (3332.715082 sec): 3 clusters Score: Raw -28200396.255901 + Penalty 3986.620019 = -28196409.635882 nChanged 16 SP:Iteration 96Q (3333.106092 sec): 3 clusters Score: Raw -28200398.634502 + Penalty 3986.620019 = -28196412.014484 nChanged 9 SP:Iteration 97Q (3333.423914 sec): 3 clusters Score: Raw -28200399.586880 + Penalty 3986.620019 = -28196412.966861 nChanged 8 SP:Iteration 98Q (3333.727157 sec): 3 clusters Score: Raw -28200400.856192 + Penalty 3986.620019 = -28196414.236173 nChanged 11 SP:Iteration 99Q (3334.045273 sec): 3 clusters Score: Raw -28200402.469437 + Penalty 3986.620019 = -28196415.849418 nChanged 14 SP:Iteration 100F (3334.411451 sec): 3 clusters Score: Raw -28200404.959564 + Penalty 3986.620019 = -28196418.339545 nChanged 13 SP:Iteration 101Q (3334.718292 sec): 3 clusters Score: Raw -28200407.091153 + Penalty 3986.620019 = -28196420.471134 nChanged 13 SP:Iteration 102Q (3335.042565 sec): 3 clusters Score: Raw -28200409.112429 + Penalty 3986.620019 = -28196422.492411 nChanged 10 SP:Iteration 103Q (3335.339618 sec): 3 clusters Score: Raw -28200410.677304 + Penalty 3986.620019 = -28196424.057285 nChanged 14 SP:Iteration 104Q (3335.621428 sec): 3 clusters Score: Raw -28200412.979387 + Penalty 3986.620019 = -28196426.359369 nChanged 17 SP:Iteration 105Q (3335.906055 sec): 3 clusters Score: Raw -28200416.293080 + Penalty 3986.620019 = -28196429.673062 nChanged 20 SP:Iteration 106Q (3336.204193 sec): 3 clusters Score: Raw -28200419.385327 + Penalty 3986.620019 = -28196432.765308 nChanged 20 SP:Iteration 107Q (3336.502717 sec): 3 clusters Score: Raw -28200422.053942 + Penalty 3986.620019 = -28196435.433923 nChanged 17 SP:Iteration 108Q (3336.820708 sec): 3 clusters Score: Raw -28200424.233400 + Penalty 3986.620019 = -28196437.613382 nChanged 20 SP:Iteration 109Q (3337.131779 sec): 3 clusters Score: Raw -28200426.955583 + Penalty 3986.620019 = -28196440.335564 nChanged 17 SP:Iteration 110Q (3337.421793 sec): 3 clusters Score: Raw -28200430.142728 + Penalty 3986.620019 = -28196443.522709 nChanged 21 SP:Iteration 111Q (3337.735581 sec): 3 clusters Score: Raw -28200433.563138 + Penalty 3986.620019 = -28196446.943120 nChanged 17 SP:Iteration 112Q (3338.038130 sec): 3 clusters Score: Raw -28200436.558243 + Penalty 3986.620019 = -28196449.938225 nChanged 22 SP:Iteration 113Q (3338.317772 sec): 3 clusters Score: Raw -28200439.175922 + Penalty 3986.620019 = -28196452.555903 nChanged 18 SP:Iteration 114Q (3338.627734 sec): 3 clusters Score: Raw -28200441.095853 + Penalty 3986.620019 = -28196454.475834 nChanged 13 SP:Iteration 115Q (3338.946902 sec): 3 clusters Score: Raw -28200443.208476 + Penalty 3986.620019 = -28196456.588458 nChanged 14 SP:Iteration 116Q (3339.234174 sec): 3 clusters Score: Raw -28200445.854784 + Penalty 3986.620019 = -28196459.234765 nChanged 18 SP:Iteration 117Q (3339.525700 sec): 3 clusters Score: Raw -28200447.923406 + Penalty 3986.620019 = -28196461.303387 nChanged 11 SP:Iteration 118Q (3339.834790 sec): 3 clusters Score: Raw -28200449.162139 + Penalty 3986.620019 = -28196462.542121 nChanged 9 SP:Iteration 119Q (3340.138815 sec): 3 clusters Score: Raw -28200449.883182 + Penalty 3986.620019 = -28196463.263163 nChanged 8 SP:Iteration 120F (3340.497433 sec): 3 clusters Score: Raw -28200450.802487 + Penalty 3986.620019 = -28196464.182468 nChanged 7 SP:Iteration 121Q (3340.804105 sec): 3 clusters Score: Raw -28200451.705751 + Penalty 3986.620019 = -28196465.085732 nChanged 9 SP:Iteration 122Q (3341.106390 sec): 3 clusters Score: Raw -28200452.645352 + Penalty 3986.620019 = -28196466.025333 nChanged 9 SP:Iteration 123Q (3341.392240 sec): 3 clusters Score: Raw -28200453.711868 + Penalty 3986.620019 = -28196467.091850 nChanged 5 SP:Iteration 124Q (3341.701895 sec): 3 clusters Score: Raw -28200454.422612 + Penalty 3986.620019 = -28196467.802593 nChanged 2 SP:Iteration 125Q (3342.001854 sec): 3 clusters Score: Raw -28200454.693244 + Penalty 3986.620019 = -28196468.073225 nChanged 1 SP:Iteration 126Q (3342.293845 sec): 3 clusters Score: Raw -28200454.805008 + Penalty 3986.620019 = -28196468.184989 nChanged 1 SP:Iteration 127Q (3342.588217 sec): 3 clusters Score: Raw -28200454.909926 + Penalty 3986.620019 = -28196468.289907 nChanged 0 SP:Iteration 128F (3342.940448 sec): 3 clusters Score: Raw -28200454.909926 + Penalty 3986.620019 = -28196468.289907 nChanged 0 Trying to split cluster 12 (8794 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3342.984748 sec): 2 clusters Score: Raw -1170902.577237 + Penalty 1475.796554 = -1169426.780683 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3343.050476 sec): 3 clusters Score: Raw -1165968.771362 + Penalty 2951.593109 = -1163017.178253 nChanged 3789 SP:Iteration 1F (3343.106458 sec): 3 clusters Score: Raw -1168014.806666 + Penalty 2951.593109 = -1165063.213558 nChanged 614 SP:Iteration 2F (3343.155633 sec): 3 clusters Score: Raw -1168355.631645 + Penalty 2951.593109 = -1165404.038536 nChanged 535 SP:Iteration 3F (3343.218856 sec): 3 clusters Score: Raw -1168649.262772 + Penalty 2951.593109 = -1165697.669663 nChanged 490 SP:Iteration 4F (3343.269395 sec): 3 clusters Score: Raw -1168922.289517 + Penalty 2951.593109 = -1165970.696408 nChanged 481 SP:Iteration 5F (3343.330390 sec): 3 clusters Score: Raw -1169204.287138 + Penalty 2951.593109 = -1166252.694029 nChanged 437 SP:Iteration 6Q (3343.376697 sec): 3 clusters Score: Raw -1169492.637170 + Penalty 2951.593109 = -1166541.044061 nChanged 434 SP:Iteration 7Q (3343.442477 sec): 3 clusters Score: Raw -1169787.069154 + Penalty 2951.593109 = -1166835.476045 nChanged 403 SP:Iteration 8Q (3343.491256 sec): 3 clusters Score: Raw -1170043.438209 + Penalty 2951.593109 = -1167091.845100 nChanged 371 SP:Iteration 9Q (3343.561003 sec): 3 clusters Score: Raw -1170243.560423 + Penalty 2951.593109 = -1167291.967315 nChanged 294 SP:Iteration 10Q (3343.610715 sec): 3 clusters Score: Raw -1170399.189281 + Penalty 2951.593109 = -1167447.596173 nChanged 276 SP:Iteration 11Q (3343.671416 sec): 3 clusters Score: Raw -1170535.006992 + Penalty 2951.593109 = -1167583.413883 nChanged 241 SP:Iteration 12Q (3343.736457 sec): 3 clusters Score: Raw -1170638.891826 + Penalty 2951.593109 = -1167687.298718 nChanged 179 SP:Iteration 13Q (3343.782209 sec): 3 clusters Score: Raw -1170702.997810 + Penalty 2951.593109 = -1167751.404702 nChanged 124 SP:Iteration 14Q (3343.837557 sec): 3 clusters Score: Raw -1170743.155703 + Penalty 2951.593109 = -1167791.562594 nChanged 98 SP:Iteration 15Q (3343.899267 sec): 3 clusters Score: Raw -1170776.017008 + Penalty 2951.593109 = -1167824.423899 nChanged 76 SP:Iteration 16Q (3343.961220 sec): 3 clusters Score: Raw -1170800.300885 + Penalty 2951.593109 = -1167848.707776 nChanged 72 SP:Iteration 17Q (3344.014652 sec): 3 clusters Score: Raw -1170821.568223 + Penalty 2951.593109 = -1167869.975114 nChanged 55 SP:Iteration 18Q (3344.071793 sec): 3 clusters Score: Raw -1170834.766233 + Penalty 2951.593109 = -1167883.173124 nChanged 45 SP:Iteration 19Q (3344.130106 sec): 3 clusters Score: Raw -1170845.780446 + Penalty 2951.593109 = -1167894.187338 nChanged 48 SP:Iteration 20F (3344.196860 sec): 3 clusters Score: Raw -1170857.717786 + Penalty 2951.593109 = -1167906.124677 nChanged 52 SP:Iteration 21Q (3344.246007 sec): 3 clusters Score: Raw -1170873.072333 + Penalty 2951.593109 = -1167921.479224 nChanged 63 SP:Iteration 22Q (3344.304799 sec): 3 clusters Score: Raw -1170889.648616 + Penalty 2951.593109 = -1167938.055507 nChanged 56 SP:Iteration 23Q (3344.360506 sec): 3 clusters Score: Raw -1170903.184703 + Penalty 2951.593109 = -1167951.591594 nChanged 49 SP:Iteration 24Q (3344.431517 sec): 3 clusters Score: Raw -1170912.978558 + Penalty 2951.593109 = -1167961.385450 nChanged 40 SP:Iteration 25Q (3344.482219 sec): 3 clusters Score: Raw -1170921.403123 + Penalty 2951.593109 = -1167969.810014 nChanged 36 SP:Iteration 26Q (3344.542047 sec): 3 clusters Score: Raw -1170928.851759 + Penalty 2951.593109 = -1167977.258651 nChanged 33 SP:Iteration 27Q (3344.612411 sec): 3 clusters Score: Raw -1170937.213788 + Penalty 2951.593109 = -1167985.620680 nChanged 36 SP:Iteration 28Q (3344.664747 sec): 3 clusters Score: Raw -1170947.625834 + Penalty 2951.593109 = -1167996.032725 nChanged 39 SP:Iteration 29Q (3344.715165 sec): 3 clusters Score: Raw -1170958.637991 + Penalty 2951.593109 = -1168007.044882 nChanged 48 SP:Iteration 30Q (3344.777985 sec): 3 clusters Score: Raw -1170969.945381 + Penalty 2951.593109 = -1168018.352272 nChanged 41 SP:Iteration 31Q (3344.832195 sec): 3 clusters Score: Raw -1170979.647040 + Penalty 2951.593109 = -1168028.053932 nChanged 32 SP:Iteration 32Q (3344.896057 sec): 3 clusters Score: Raw -1170987.278292 + Penalty 2951.593109 = -1168035.685183 nChanged 37 SP:Iteration 33Q (3344.959921 sec): 3 clusters Score: Raw -1170998.488196 + Penalty 2951.593109 = -1168046.895088 nChanged 42 SP:Iteration 34Q (3345.017088 sec): 3 clusters Score: Raw -1171012.249782 + Penalty 2951.593109 = -1168060.656673 nChanged 49 SP:Iteration 35Q (3345.073002 sec): 3 clusters Score: Raw -1171026.781124 + Penalty 2951.593109 = -1168075.188015 nChanged 36 SP:Iteration 36Q (3345.126006 sec): 3 clusters Score: Raw -1171036.259396 + Penalty 2951.593109 = -1168084.666288 nChanged 37 SP:Iteration 37Q (3345.182022 sec): 3 clusters Score: Raw -1171044.747396 + Penalty 2951.593109 = -1168093.154287 nChanged 31 SP:Iteration 38Q (3345.238739 sec): 3 clusters Score: Raw -1171051.291101 + Penalty 2951.593109 = -1168099.697992 nChanged 22 SP:Iteration 39Q (3345.293026 sec): 3 clusters Score: Raw -1171055.948694 + Penalty 2951.593109 = -1168104.355585 nChanged 16 SP:Iteration 40F (3345.343661 sec): 3 clusters Score: Raw -1171058.826541 + Penalty 2951.593109 = -1168107.233433 nChanged 18 SP:Iteration 41Q (3345.394751 sec): 3 clusters Score: Raw -1171062.991567 + Penalty 2951.593109 = -1168111.398458 nChanged 18 SP:Iteration 42Q (3345.459895 sec): 3 clusters Score: Raw -1171066.361120 + Penalty 2951.593109 = -1168114.768011 nChanged 20 SP:Iteration 43Q (3345.509308 sec): 3 clusters Score: Raw -1171070.368557 + Penalty 2951.593109 = -1168118.775448 nChanged 19 SP:Iteration 44Q (3345.565054 sec): 3 clusters Score: Raw -1171075.104134 + Penalty 2951.593109 = -1168123.511025 nChanged 21 SP:Iteration 45Q (3345.623951 sec): 3 clusters Score: Raw -1171079.905268 + Penalty 2951.593109 = -1168128.312160 nChanged 25 SP:Iteration 46Q (3345.683645 sec): 3 clusters Score: Raw -1171087.124217 + Penalty 2951.593109 = -1168135.531109 nChanged 24 SP:Iteration 47Q (3345.732711 sec): 3 clusters Score: Raw -1171092.662696 + Penalty 2951.593109 = -1168141.069587 nChanged 24 SP:Iteration 48Q (3345.779586 sec): 3 clusters Score: Raw -1171098.303700 + Penalty 2951.593109 = -1168146.710591 nChanged 24 SP:Iteration 49Q (3345.840363 sec): 3 clusters Score: Raw -1171103.747740 + Penalty 2951.593109 = -1168152.154631 nChanged 29 SP:Iteration 50Q (3345.897082 sec): 3 clusters Score: Raw -1171110.470094 + Penalty 2951.593109 = -1168158.876986 nChanged 28 SP:Iteration 51Q (3345.951312 sec): 3 clusters Score: Raw -1171116.279470 + Penalty 2951.593109 = -1168164.686361 nChanged 21 SP:Iteration 52Q (3346.010720 sec): 3 clusters Score: Raw -1171120.668475 + Penalty 2951.593109 = -1168169.075366 nChanged 25 SP:Iteration 53Q (3346.060917 sec): 3 clusters Score: Raw -1171127.138139 + Penalty 2951.593109 = -1168175.545030 nChanged 30 SP:Iteration 54Q (3346.111404 sec): 3 clusters Score: Raw -1171134.318220 + Penalty 2951.593109 = -1168182.725111 nChanged 25 SP:Iteration 55Q (3346.167336 sec): 3 clusters Score: Raw -1171139.610792 + Penalty 2951.593109 = -1168188.017683 nChanged 16 SP:Iteration 56Q (3346.225093 sec): 3 clusters Score: Raw -1171142.021571 + Penalty 2951.593109 = -1168190.428463 nChanged 8 SP:Iteration 57Q (3346.291361 sec): 3 clusters Score: Raw -1171143.264526 + Penalty 2951.593109 = -1168191.671417 nChanged 9 SP:Iteration 58Q (3346.344408 sec): 3 clusters Score: Raw -1171144.249144 + Penalty 2951.593109 = -1168192.656035 nChanged 6 SP:Iteration 59Q (3346.400255 sec): 3 clusters Score: Raw -1171145.100958 + Penalty 2951.593109 = -1168193.507849 nChanged 4 SP:Iteration 60F (3346.462240 sec): 3 clusters Score: Raw -1171145.800431 + Penalty 2951.593109 = -1168194.207322 nChanged 8 SP:Iteration 61Q (3346.522570 sec): 3 clusters Score: Raw -1171147.310283 + Penalty 2951.593109 = -1168195.717174 nChanged 12 SP:Iteration 62Q (3346.574163 sec): 3 clusters Score: Raw -1171149.330171 + Penalty 2951.593109 = -1168197.737062 nChanged 11 SP:Iteration 63Q (3346.635663 sec): 3 clusters Score: Raw -1171151.470003 + Penalty 2951.593109 = -1168199.876895 nChanged 10 SP:Iteration 64Q (3346.675848 sec): 3 clusters Score: Raw -1171154.527993 + Penalty 2951.593109 = -1168202.934885 nChanged 13 SP:Iteration 65Q (3346.745689 sec): 3 clusters Score: Raw -1171156.932845 + Penalty 2951.593109 = -1168205.339736 nChanged 5 SP:Iteration 66Q (3346.793093 sec): 3 clusters Score: Raw -1171157.532500 + Penalty 2951.593109 = -1168205.939391 nChanged 3 SP:Iteration 67Q (3346.842282 sec): 3 clusters Score: Raw -1171157.959535 + Penalty 2951.593109 = -1168206.366426 nChanged 5 SP:Iteration 68Q (3346.898596 sec): 3 clusters Score: Raw -1171158.716653 + Penalty 2951.593109 = -1168207.123545 nChanged 3 SP:Iteration 69Q (3346.955835 sec): 3 clusters Score: Raw -1171158.994861 + Penalty 2951.593109 = -1168207.401753 nChanged 2 SP:Iteration 70Q (3347.014075 sec): 3 clusters Score: Raw -1171159.323147 + Penalty 2951.593109 = -1168207.730038 nChanged 2 SP:Iteration 71Q (3347.064847 sec): 3 clusters Score: Raw -1171159.580875 + Penalty 2951.593109 = -1168207.987767 nChanged 1 SP:Iteration 72Q (3347.113948 sec): 3 clusters Score: Raw -1171159.659479 + Penalty 2951.593109 = -1168208.066370 nChanged 0 SP:Iteration 73F (3347.172536 sec): 3 clusters Score: Raw -1171159.659479 + Penalty 2951.593109 = -1168208.066370 nChanged 0 Trying to split cluster 13 (7227 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3347.197436 sec): 2 clusters Score: Raw -980790.311361 + Penalty 1443.906635 = -979346.404726 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3347.252637 sec): 3 clusters Score: Raw -976918.879185 + Penalty 2887.813270 = -974031.065915 nChanged 3119 SP:Iteration 1F (3347.301059 sec): 3 clusters Score: Raw -978804.749118 + Penalty 2887.813270 = -975916.935848 nChanged 506 SP:Iteration 2F (3347.347212 sec): 3 clusters Score: Raw -979144.612858 + Penalty 2887.813270 = -976256.799589 nChanged 443 SP:Iteration 3F (3347.397088 sec): 3 clusters Score: Raw -979435.788135 + Penalty 2887.813270 = -976547.974865 nChanged 436 SP:Iteration 4F (3347.445437 sec): 3 clusters Score: Raw -979706.216234 + Penalty 2887.813270 = -976818.402964 nChanged 408 SP:Iteration 5F (3347.499170 sec): 3 clusters Score: Raw -979969.688904 + Penalty 2887.813270 = -977081.875634 nChanged 390 SP:Iteration 6F (3347.551051 sec): 3 clusters Score: Raw -980230.482808 + Penalty 2887.813270 = -977342.669539 nChanged 356 SP:Iteration 7Q (3347.600953 sec): 3 clusters Score: Raw -980451.903393 + Penalty 2887.813270 = -977564.090124 nChanged 295 SP:Iteration 8Q (3347.654337 sec): 3 clusters Score: Raw -980631.394104 + Penalty 2887.813270 = -977743.580834 nChanged 246 SP:Iteration 9Q (3347.703380 sec): 3 clusters Score: Raw -980772.317832 + Penalty 2887.813270 = -977884.504563 nChanged 233 SP:Iteration 10Q (3347.768328 sec): 3 clusters Score: Raw -980894.892602 + Penalty 2887.813270 = -978007.079332 nChanged 189 SP:Iteration 11Q (3347.812701 sec): 3 clusters Score: Raw -980986.225982 + Penalty 2887.813270 = -978098.412712 nChanged 149 SP:Iteration 12Q (3347.865384 sec): 3 clusters Score: Raw -981063.548890 + Penalty 2887.813270 = -978175.735620 nChanged 130 SP:Iteration 13Q (3347.919415 sec): 3 clusters Score: Raw -981121.588597 + Penalty 2887.813270 = -978233.775328 nChanged 115 SP:Iteration 14Q (3347.971296 sec): 3 clusters Score: Raw -981165.047743 + Penalty 2887.813270 = -978277.234474 nChanged 108 SP:Iteration 15Q (3348.028030 sec): 3 clusters Score: Raw -981202.831344 + Penalty 2887.813270 = -978315.018075 nChanged 88 SP:Iteration 16Q (3348.091368 sec): 3 clusters Score: Raw -981234.391931 + Penalty 2887.813270 = -978346.578662 nChanged 81 SP:Iteration 17Q (3348.142948 sec): 3 clusters Score: Raw -981260.077112 + Penalty 2887.813270 = -978372.263842 nChanged 69 SP:Iteration 18Q (3348.206573 sec): 3 clusters Score: Raw -981285.842947 + Penalty 2887.813270 = -978398.029677 nChanged 66 SP:Iteration 19Q (3348.265689 sec): 3 clusters Score: Raw -981307.778242 + Penalty 2887.813270 = -978419.964972 nChanged 54 SP:Iteration 20F (3348.309096 sec): 3 clusters Score: Raw -981325.623588 + Penalty 2887.813270 = -978437.810318 nChanged 50 SP:Iteration 21Q (3348.373574 sec): 3 clusters Score: Raw -981343.165554 + Penalty 2887.813270 = -978455.352285 nChanged 42 SP:Iteration 22Q (3348.421886 sec): 3 clusters Score: Raw -981354.665516 + Penalty 2887.813270 = -978466.852247 nChanged 29 SP:Iteration 23Q (3348.493576 sec): 3 clusters Score: Raw -981362.416266 + Penalty 2887.813270 = -978474.602996 nChanged 22 SP:Iteration 24Q (3348.540979 sec): 3 clusters Score: Raw -981368.894729 + Penalty 2887.813270 = -978481.081460 nChanged 29 SP:Iteration 25Q (3348.587089 sec): 3 clusters Score: Raw -981377.975921 + Penalty 2887.813270 = -978490.162651 nChanged 31 SP:Iteration 26Q (3348.645352 sec): 3 clusters Score: Raw -981389.506080 + Penalty 2887.813270 = -978501.692811 nChanged 32 SP:Iteration 27Q (3348.700628 sec): 3 clusters Score: Raw -981397.881933 + Penalty 2887.813270 = -978510.068663 nChanged 21 SP:Iteration 28Q (3348.749046 sec): 3 clusters Score: Raw -981405.491819 + Penalty 2887.813270 = -978517.678550 nChanged 25 SP:Iteration 29Q (3348.813042 sec): 3 clusters Score: Raw -981414.967375 + Penalty 2887.813270 = -978527.154105 nChanged 21 SP:Iteration 30Q (3348.868691 sec): 3 clusters Score: Raw -981422.613764 + Penalty 2887.813270 = -978534.800495 nChanged 21 SP:Iteration 31Q (3348.914208 sec): 3 clusters Score: Raw -981430.780257 + Penalty 2887.813270 = -978542.966987 nChanged 21 SP:Iteration 32Q (3348.978000 sec): 3 clusters Score: Raw -981437.919835 + Penalty 2887.813270 = -978550.106565 nChanged 14 SP:Iteration 33Q (3349.022928 sec): 3 clusters Score: Raw -981443.150078 + Penalty 2887.813270 = -978555.336808 nChanged 15 SP:Iteration 34Q (3349.079845 sec): 3 clusters Score: Raw -981448.294773 + Penalty 2887.813270 = -978560.481504 nChanged 12 SP:Iteration 35Q (3349.131321 sec): 3 clusters Score: Raw -981452.130688 + Penalty 2887.813270 = -978564.317418 nChanged 15 SP:Iteration 36Q (3349.192189 sec): 3 clusters Score: Raw -981457.186644 + Penalty 2887.813270 = -978569.373374 nChanged 8 SP:Iteration 37Q (3349.232577 sec): 3 clusters Score: Raw -981459.064849 + Penalty 2887.813270 = -978571.251579 nChanged 10 SP:Iteration 38Q (3349.280197 sec): 3 clusters Score: Raw -981463.370150 + Penalty 2887.813270 = -978575.556880 nChanged 10 SP:Iteration 39Q (3349.333306 sec): 3 clusters Score: Raw -981466.872447 + Penalty 2887.813270 = -978579.059178 nChanged 9 SP:Iteration 40F (3349.390965 sec): 3 clusters Score: Raw -981469.461799 + Penalty 2887.813270 = -978581.648529 nChanged 6 SP:Iteration 41Q (3349.436947 sec): 3 clusters Score: Raw -981471.392890 + Penalty 2887.813270 = -978583.579620 nChanged 3 SP:Iteration 42Q (3349.491527 sec): 3 clusters Score: Raw -981472.134484 + Penalty 2887.813270 = -978584.321214 nChanged 1 SP:Iteration 43Q (3349.542659 sec): 3 clusters Score: Raw -981472.252742 + Penalty 2887.813270 = -978584.439473 nChanged 1 SP:Iteration 44Q (3349.601156 sec): 3 clusters Score: Raw -981472.286798 + Penalty 2887.813270 = -978584.473529 nChanged 0 SP:Iteration 45F (3349.658446 sec): 3 clusters Score: Raw -981472.286798 + Penalty 2887.813270 = -978584.473529 nChanged 0 Trying to split cluster 14 (8112 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3349.693010 sec): 2 clusters Score: Raw -1077226.821450 + Penalty 1462.678705 = -1075764.142744 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3349.752564 sec): 3 clusters Score: Raw -1072766.025223 + Penalty 2925.357411 = -1069840.667812 nChanged 3469 SP:Iteration 1F (3349.808978 sec): 3 clusters Score: Raw -1074603.787108 + Penalty 2925.357411 = -1071678.429697 nChanged 505 SP:Iteration 2F (3349.866861 sec): 3 clusters Score: Raw -1074833.946515 + Penalty 2925.357411 = -1071908.589104 nChanged 424 SP:Iteration 3F (3349.925995 sec): 3 clusters Score: Raw -1075035.188601 + Penalty 2925.357411 = -1072109.831191 nChanged 372 SP:Iteration 4Q (3349.985620 sec): 3 clusters Score: Raw -1075204.970877 + Penalty 2925.357411 = -1072279.613466 nChanged 331 SP:Iteration 5Q (3350.042594 sec): 3 clusters Score: Raw -1075358.616814 + Penalty 2925.357411 = -1072433.259403 nChanged 309 SP:Iteration 6Q (3350.099475 sec): 3 clusters Score: Raw -1075514.918636 + Penalty 2925.357411 = -1072589.561225 nChanged 342 SP:Iteration 7Q (3350.158056 sec): 3 clusters Score: Raw -1075711.404127 + Penalty 2925.357411 = -1072786.046716 nChanged 363 SP:Iteration 8Q (3350.214904 sec): 3 clusters Score: Raw -1075952.937914 + Penalty 2925.357411 = -1073027.580503 nChanged 387 SP:Iteration 9Q (3350.275586 sec): 3 clusters Score: Raw -1076222.441404 + Penalty 2925.357411 = -1073297.083993 nChanged 354 SP:Iteration 10Q (3350.323942 sec): 3 clusters Score: Raw -1076495.496759 + Penalty 2925.357411 = -1073570.139348 nChanged 327 SP:Iteration 11Q (3350.377358 sec): 3 clusters Score: Raw -1076777.850741 + Penalty 2925.357411 = -1073852.493331 nChanged 255 SP:Iteration 12Q (3350.430835 sec): 3 clusters Score: Raw -1076998.954350 + Penalty 2925.357411 = -1074073.596939 nChanged 175 SP:Iteration 13Q (3350.490446 sec): 3 clusters Score: Raw -1077149.835711 + Penalty 2925.357411 = -1074224.478300 nChanged 125 SP:Iteration 14Q (3350.545165 sec): 3 clusters Score: Raw -1077254.049763 + Penalty 2925.357411 = -1074328.692352 nChanged 73 SP:Iteration 15Q (3350.596989 sec): 3 clusters Score: Raw -1077318.001277 + Penalty 2925.357411 = -1074392.643866 nChanged 40 SP:Iteration 16Q (3350.646094 sec): 3 clusters Score: Raw -1077355.461388 + Penalty 2925.357411 = -1074430.103977 nChanged 24 SP:Iteration 17Q (3350.701388 sec): 3 clusters Score: Raw -1077379.065536 + Penalty 2925.357411 = -1074453.708125 nChanged 16 SP:Iteration 18Q (3350.770247 sec): 3 clusters Score: Raw -1077394.250021 + Penalty 2925.357411 = -1074468.892610 nChanged 15 SP:Iteration 19Q (3350.817343 sec): 3 clusters Score: Raw -1077407.065236 + Penalty 2925.357411 = -1074481.707825 nChanged 11 SP:Iteration 20F (3350.860166 sec): 3 clusters Score: Raw -1077416.691079 + Penalty 2925.357411 = -1074491.333668 nChanged 8 SP:Iteration 21Q (3350.912951 sec): 3 clusters Score: Raw -1077422.019119 + Penalty 2925.357411 = -1074496.661709 nChanged 6 SP:Iteration 22Q (3350.976233 sec): 3 clusters Score: Raw -1077425.828497 + Penalty 2925.357411 = -1074500.471086 nChanged 2 SP:Iteration 23Q (3351.031124 sec): 3 clusters Score: Raw -1077427.454797 + Penalty 2925.357411 = -1074502.097386 nChanged 4 SP:Iteration 24Q (3351.078808 sec): 3 clusters Score: Raw -1077431.745870 + Penalty 2925.357411 = -1074506.388459 nChanged 4 SP:Iteration 25Q (3351.132762 sec): 3 clusters Score: Raw -1077439.396945 + Penalty 2925.357411 = -1074514.039534 nChanged 5 SP:Iteration 26Q (3351.186031 sec): 3 clusters Score: Raw -1077445.842795 + Penalty 2925.357411 = -1074520.485384 nChanged 5 SP:Iteration 27Q (3351.246217 sec): 3 clusters Score: Raw -1077453.751752 + Penalty 2925.357411 = -1074528.394341 nChanged 5 SP:Iteration 28Q (3351.291478 sec): 3 clusters Score: Raw -1077461.978997 + Penalty 2925.357411 = -1074536.621586 nChanged 5 SP:Iteration 29Q (3351.342434 sec): 3 clusters Score: Raw -1077468.889723 + Penalty 2925.357411 = -1074543.532312 nChanged 3 SP:Iteration 30Q (3351.397035 sec): 3 clusters Score: Raw -1077472.174881 + Penalty 2925.357411 = -1074546.817470 nChanged 3 SP:Iteration 31Q (3351.442082 sec): 3 clusters Score: Raw -1077477.723754 + Penalty 2925.357411 = -1074552.366343 nChanged 3 SP:Iteration 32Q (3351.497828 sec): 3 clusters Score: Raw -1077481.200379 + Penalty 2925.357411 = -1074555.842968 nChanged 2 SP:Iteration 33Q (3351.539447 sec): 3 clusters Score: Raw -1077483.742574 + Penalty 2925.357411 = -1074558.385163 nChanged 2 SP:Iteration 34Q (3351.592572 sec): 3 clusters Score: Raw -1077486.068885 + Penalty 2925.357411 = -1074560.711474 nChanged 2 SP:Iteration 35Q (3351.646354 sec): 3 clusters Score: Raw -1077489.347120 + Penalty 2925.357411 = -1074563.989709 nChanged 3 SP:Iteration 36Q (3351.712413 sec): 3 clusters Score: Raw -1077492.252140 + Penalty 2925.357411 = -1074566.894729 nChanged 0 SP:Iteration 37F (3351.754988 sec): 3 clusters Score: Raw -1077492.252140 + Penalty 2925.357411 = -1074566.894729 nChanged 0 Trying to split cluster 15 (64542 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3351.870638 sec): 2 clusters Score: Raw -8377409.651143 + Penalty 1799.699111 = -8375609.952032 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3352.013317 sec): 3 clusters Score: Raw -8336029.563204 + Penalty 3599.398222 = -8332430.164982 nChanged 30619 SP:Iteration 1F (3352.145278 sec): 3 clusters Score: Raw -8354143.866262 + Penalty 3599.398222 = -8350544.468040 nChanged 2596 SP:Iteration 2Q (3352.296410 sec): 3 clusters Score: Raw -8354986.754260 + Penalty 3599.398222 = -8351387.356037 nChanged 2793 SP:Iteration 3Q (3352.452172 sec): 3 clusters Score: Raw -8356014.464431 + Penalty 3599.398222 = -8352415.066208 nChanged 2963 SP:Iteration 4Q (3352.589289 sec): 3 clusters Score: Raw -8357179.196490 + Penalty 3599.398222 = -8353579.798268 nChanged 3086 SP:Iteration 5Q (3352.737054 sec): 3 clusters Score: Raw -8358636.699875 + Penalty 3599.398222 = -8355037.301652 nChanged 3395 SP:Iteration 6F (3352.874996 sec): 3 clusters Score: Raw -8360562.792919 + Penalty 3599.398222 = -8356963.394696 nChanged 3744 SP:Iteration 7F (3353.019942 sec): 3 clusters Score: Raw -8363056.263645 + Penalty 3599.398222 = -8359456.865423 nChanged 3856 SP:Iteration 8F (3353.169368 sec): 3 clusters Score: Raw -8365951.970837 + Penalty 3599.398222 = -8362352.572614 nChanged 3729 SP:Iteration 9F (3353.312858 sec): 3 clusters Score: Raw -8368624.013587 + Penalty 3599.398222 = -8365024.615365 nChanged 3367 SP:Iteration 10F (3353.447270 sec): 3 clusters Score: Raw -8370776.382408 + Penalty 3599.398222 = -8367176.984186 nChanged 2700 SP:Iteration 11Q (3353.598528 sec): 3 clusters Score: Raw -8372196.053905 + Penalty 3599.398222 = -8368596.655682 nChanged 2056 SP:Iteration 12Q (3353.751356 sec): 3 clusters Score: Raw -8373092.491267 + Penalty 3599.398222 = -8369493.093045 nChanged 1585 SP:Iteration 13Q (3353.894152 sec): 3 clusters Score: Raw -8373698.871225 + Penalty 3599.398222 = -8370099.473003 nChanged 1312 SP:Iteration 14Q (3354.034458 sec): 3 clusters Score: Raw -8374190.435959 + Penalty 3599.398222 = -8370591.037737 nChanged 1192 SP:Iteration 15Q (3354.181124 sec): 3 clusters Score: Raw -8374657.104379 + Penalty 3599.398222 = -8371057.706156 nChanged 1097 SP:Iteration 16Q (3354.317958 sec): 3 clusters Score: Raw -8375087.863186 + Penalty 3599.398222 = -8371488.464964 nChanged 1043 SP:Iteration 17Q (3354.457700 sec): 3 clusters Score: Raw -8375510.671483 + Penalty 3599.398222 = -8371911.273261 nChanged 1002 SP:Iteration 18Q (3354.610760 sec): 3 clusters Score: Raw -8375959.333771 + Penalty 3599.398222 = -8372359.935548 nChanged 967 SP:Iteration 19Q (3354.761796 sec): 3 clusters Score: Raw -8376424.843994 + Penalty 3599.398222 = -8372825.445772 nChanged 836 SP:Iteration 20F (3354.907660 sec): 3 clusters Score: Raw -8376815.173738 + Penalty 3599.398222 = -8373215.775515 nChanged 739 SP:Iteration 21Q (3355.067216 sec): 3 clusters Score: Raw -8377108.704051 + Penalty 3599.398222 = -8373509.305829 nChanged 652 SP:Iteration 22Q (3355.204549 sec): 3 clusters Score: Raw -8377325.014247 + Penalty 3599.398222 = -8373725.616025 nChanged 563 SP:Iteration 23Q (3355.353970 sec): 3 clusters Score: Raw -8377475.203225 + Penalty 3599.398222 = -8373875.805002 nChanged 510 SP:Iteration 24Q (3355.477188 sec): 3 clusters Score: Raw -8377592.076253 + Penalty 3599.398222 = -8373992.678030 nChanged 449 SP:Iteration 25Q (3355.616433 sec): 3 clusters Score: Raw -8377681.256916 + Penalty 3599.398222 = -8374081.858694 nChanged 384 SP:Iteration 26Q (3355.760855 sec): 3 clusters Score: Raw -8377746.107496 + Penalty 3599.398222 = -8374146.709274 nChanged 346 SP:Iteration 27Q (3355.897640 sec): 3 clusters Score: Raw -8377802.873813 + Penalty 3599.398222 = -8374203.475591 nChanged 316 SP:Iteration 28Q (3356.030895 sec): 3 clusters Score: Raw -8377848.843280 + Penalty 3599.398222 = -8374249.445058 nChanged 297 SP:Iteration 29Q (3356.173745 sec): 3 clusters Score: Raw -8377888.696671 + Penalty 3599.398222 = -8374289.298448 nChanged 279 SP:Iteration 30Q (3356.313820 sec): 3 clusters Score: Raw -8377926.301589 + Penalty 3599.398222 = -8374326.903367 nChanged 258 SP:Iteration 31Q (3356.458535 sec): 3 clusters Score: Raw -8377960.846747 + Penalty 3599.398222 = -8374361.448525 nChanged 253 SP:Iteration 32Q (3356.605275 sec): 3 clusters Score: Raw -8377991.929600 + Penalty 3599.398222 = -8374392.531378 nChanged 244 SP:Iteration 33Q (3356.752595 sec): 3 clusters Score: Raw -8378021.857519 + Penalty 3599.398222 = -8374422.459297 nChanged 234 SP:Iteration 34Q (3356.884710 sec): 3 clusters Score: Raw -8378047.827656 + Penalty 3599.398222 = -8374448.429434 nChanged 205 SP:Iteration 35Q (3357.025769 sec): 3 clusters Score: Raw -8378070.249619 + Penalty 3599.398222 = -8374470.851396 nChanged 207 SP:Iteration 36Q (3357.161830 sec): 3 clusters Score: Raw -8378092.117359 + Penalty 3599.398222 = -8374492.719137 nChanged 199 SP:Iteration 37Q (3357.294372 sec): 3 clusters Score: Raw -8378113.301190 + Penalty 3599.398222 = -8374513.902968 nChanged 207 SP:Iteration 38Q (3357.443327 sec): 3 clusters Score: Raw -8378134.092780 + Penalty 3599.398222 = -8374534.694557 nChanged 185 SP:Iteration 39Q (3357.581554 sec): 3 clusters Score: Raw -8378153.628670 + Penalty 3599.398222 = -8374554.230448 nChanged 201 SP:Iteration 40F (3357.729270 sec): 3 clusters Score: Raw -8378172.094832 + Penalty 3599.398222 = -8374572.696610 nChanged 173 SP:Iteration 41Q (3357.865447 sec): 3 clusters Score: Raw -8378188.493188 + Penalty 3599.398222 = -8374589.094965 nChanged 158 SP:Iteration 42Q (3358.006789 sec): 3 clusters Score: Raw -8378204.436191 + Penalty 3599.398222 = -8374605.037968 nChanged 150 SP:Iteration 43Q (3358.141822 sec): 3 clusters Score: Raw -8378220.125836 + Penalty 3599.398222 = -8374620.727613 nChanged 163 SP:Iteration 44Q (3358.271823 sec): 3 clusters Score: Raw -8378236.430581 + Penalty 3599.398222 = -8374637.032358 nChanged 148 SP:Iteration 45Q (3358.409667 sec): 3 clusters Score: Raw -8378250.501832 + Penalty 3599.398222 = -8374651.103610 nChanged 150 SP:Iteration 46Q (3358.537090 sec): 3 clusters Score: Raw -8378264.385130 + Penalty 3599.398222 = -8374664.986907 nChanged 150 SP:Iteration 47Q (3358.658350 sec): 3 clusters Score: Raw -8378276.141425 + Penalty 3599.398222 = -8374676.743202 nChanged 138 SP:Iteration 48Q (3358.796508 sec): 3 clusters Score: Raw -8378287.361371 + Penalty 3599.398222 = -8374687.963149 nChanged 125 SP:Iteration 49Q (3358.930438 sec): 3 clusters Score: Raw -8378297.212633 + Penalty 3599.398222 = -8374697.814410 nChanged 131 SP:Iteration 50Q (3359.062274 sec): 3 clusters Score: Raw -8378309.712636 + Penalty 3599.398222 = -8374710.314413 nChanged 143 SP:Iteration 51Q (3359.184211 sec): 3 clusters Score: Raw -8378321.780416 + Penalty 3599.398222 = -8374722.382193 nChanged 128 SP:Iteration 52Q (3359.333261 sec): 3 clusters Score: Raw -8378332.190594 + Penalty 3599.398222 = -8374732.792371 nChanged 135 SP:Iteration 53Q (3359.474598 sec): 3 clusters Score: Raw -8378343.825176 + Penalty 3599.398222 = -8374744.426953 nChanged 142 SP:Iteration 54Q (3359.613385 sec): 3 clusters Score: Raw -8378357.174766 + Penalty 3599.398222 = -8374757.776543 nChanged 146 SP:Iteration 55Q (3359.752690 sec): 3 clusters Score: Raw -8378371.772095 + Penalty 3599.398222 = -8374772.373873 nChanged 160 SP:Iteration 56Q (3359.893301 sec): 3 clusters Score: Raw -8378386.819818 + Penalty 3599.398222 = -8374787.421595 nChanged 152 SP:Iteration 57Q (3360.020416 sec): 3 clusters Score: Raw -8378400.767036 + Penalty 3599.398222 = -8374801.368814 nChanged 151 SP:Iteration 58Q (3360.155955 sec): 3 clusters Score: Raw -8378414.586171 + Penalty 3599.398222 = -8374815.187948 nChanged 141 SP:Iteration 59Q (3360.280528 sec): 3 clusters Score: Raw -8378427.295306 + Penalty 3599.398222 = -8374827.897084 nChanged 131 SP:Iteration 60F (3360.425883 sec): 3 clusters Score: Raw -8378437.983241 + Penalty 3599.398222 = -8374838.585018 nChanged 129 SP:Iteration 61Q (3360.562034 sec): 3 clusters Score: Raw -8378448.388683 + Penalty 3599.398222 = -8374848.990461 nChanged 120 SP:Iteration 62Q (3360.692209 sec): 3 clusters Score: Raw -8378457.535318 + Penalty 3599.398222 = -8374858.137095 nChanged 101 SP:Iteration 63Q (3360.827404 sec): 3 clusters Score: Raw -8378464.453703 + Penalty 3599.398222 = -8374865.055480 nChanged 95 SP:Iteration 64Q (3360.967359 sec): 3 clusters Score: Raw -8378470.963432 + Penalty 3599.398222 = -8374871.565210 nChanged 87 SP:Iteration 65Q (3361.095966 sec): 3 clusters Score: Raw -8378477.029202 + Penalty 3599.398222 = -8374877.630980 nChanged 80 SP:Iteration 66Q (3361.223738 sec): 3 clusters Score: Raw -8378483.124236 + Penalty 3599.398222 = -8374883.726013 nChanged 94 SP:Iteration 67Q (3361.356081 sec): 3 clusters Score: Raw -8378489.658574 + Penalty 3599.398222 = -8374890.260351 nChanged 80 SP:Iteration 68Q (3361.489236 sec): 3 clusters Score: Raw -8378494.660079 + Penalty 3599.398222 = -8374895.261856 nChanged 73 SP:Iteration 69Q (3361.629527 sec): 3 clusters Score: Raw -8378499.394046 + Penalty 3599.398222 = -8374899.995824 nChanged 72 SP:Iteration 70Q (3361.742577 sec): 3 clusters Score: Raw -8378504.593176 + Penalty 3599.398222 = -8374905.194954 nChanged 76 SP:Iteration 71Q (3361.880205 sec): 3 clusters Score: Raw -8378510.693323 + Penalty 3599.398222 = -8374911.295100 nChanged 91 SP:Iteration 72Q (3362.034442 sec): 3 clusters Score: Raw -8378516.925681 + Penalty 3599.398222 = -8374917.527458 nChanged 71 SP:Iteration 73Q (3362.182857 sec): 3 clusters Score: Raw -8378521.886098 + Penalty 3599.398222 = -8374922.487875 nChanged 67 SP:Iteration 74Q (3362.322728 sec): 3 clusters Score: Raw -8378525.565470 + Penalty 3599.398222 = -8374926.167248 nChanged 51 SP:Iteration 75Q (3362.465573 sec): 3 clusters Score: Raw -8378528.557659 + Penalty 3599.398222 = -8374929.159437 nChanged 65 SP:Iteration 76Q (3362.610599 sec): 3 clusters Score: Raw -8378532.907245 + Penalty 3599.398222 = -8374933.509023 nChanged 70 SP:Iteration 77Q (3362.749915 sec): 3 clusters Score: Raw -8378538.107191 + Penalty 3599.398222 = -8374938.708969 nChanged 79 SP:Iteration 78Q (3362.898313 sec): 3 clusters Score: Raw -8378543.324409 + Penalty 3599.398222 = -8374943.926186 nChanged 74 SP:Iteration 79Q (3363.036849 sec): 3 clusters Score: Raw -8378548.296443 + Penalty 3599.398222 = -8374948.898221 nChanged 71 SP:Iteration 80F (3363.189222 sec): 3 clusters Score: Raw -8378552.939616 + Penalty 3599.398222 = -8374953.541394 nChanged 71 SP:Iteration 81Q (3363.331469 sec): 3 clusters Score: Raw -8378558.404847 + Penalty 3599.398222 = -8374959.006624 nChanged 76 SP:Iteration 82Q (3363.458298 sec): 3 clusters Score: Raw -8378564.298944 + Penalty 3599.398222 = -8374964.900722 nChanged 66 SP:Iteration 83Q (3363.586922 sec): 3 clusters Score: Raw -8378569.254502 + Penalty 3599.398222 = -8374969.856279 nChanged 66 SP:Iteration 84Q (3363.715664 sec): 3 clusters Score: Raw -8378573.589259 + Penalty 3599.398222 = -8374974.191036 nChanged 55 SP:Iteration 85Q (3363.842317 sec): 3 clusters Score: Raw -8378576.810570 + Penalty 3599.398222 = -8374977.412347 nChanged 42 SP:Iteration 86Q (3363.969883 sec): 3 clusters Score: Raw -8378579.043261 + Penalty 3599.398222 = -8374979.645038 nChanged 40 SP:Iteration 87Q (3364.093303 sec): 3 clusters Score: Raw -8378580.903221 + Penalty 3599.398222 = -8374981.504999 nChanged 38 SP:Iteration 88Q (3364.233988 sec): 3 clusters Score: Raw -8378582.730068 + Penalty 3599.398222 = -8374983.331846 nChanged 47 SP:Iteration 89Q (3364.367022 sec): 3 clusters Score: Raw -8378585.171671 + Penalty 3599.398222 = -8374985.773449 nChanged 50 SP:Iteration 90Q (3364.507164 sec): 3 clusters Score: Raw -8378588.281419 + Penalty 3599.398222 = -8374988.883197 nChanged 50 SP:Iteration 91Q (3364.640227 sec): 3 clusters Score: Raw -8378591.097896 + Penalty 3599.398222 = -8374991.699673 nChanged 44 SP:Iteration 92Q (3364.767109 sec): 3 clusters Score: Raw -8378593.263404 + Penalty 3599.398222 = -8374993.865182 nChanged 31 SP:Iteration 93Q (3364.889884 sec): 3 clusters Score: Raw -8378594.983819 + Penalty 3599.398222 = -8374995.585597 nChanged 46 SP:Iteration 94Q (3365.023216 sec): 3 clusters Score: Raw -8378597.581236 + Penalty 3599.398222 = -8374998.183013 nChanged 43 SP:Iteration 95Q (3365.148838 sec): 3 clusters Score: Raw -8378600.024493 + Penalty 3599.398222 = -8375000.626271 nChanged 43 SP:Iteration 96Q (3365.279477 sec): 3 clusters Score: Raw -8378602.669387 + Penalty 3599.398222 = -8375003.271165 nChanged 51 SP:Iteration 97Q (3365.409534 sec): 3 clusters Score: Raw -8378606.796027 + Penalty 3599.398222 = -8375007.397805 nChanged 64 SP:Iteration 98Q (3365.553826 sec): 3 clusters Score: Raw -8378611.636038 + Penalty 3599.398222 = -8375012.237815 nChanged 61 SP:Iteration 99Q (3365.681181 sec): 3 clusters Score: Raw -8378616.216909 + Penalty 3599.398222 = -8375016.818687 nChanged 72 SP:Iteration 100F (3365.827564 sec): 3 clusters Score: Raw -8378621.763210 + Penalty 3599.398222 = -8375022.364988 nChanged 76 SP:Iteration 101Q (3365.960883 sec): 3 clusters Score: Raw -8378627.900540 + Penalty 3599.398222 = -8375028.502318 nChanged 65 SP:Iteration 102Q (3366.086825 sec): 3 clusters Score: Raw -8378631.948988 + Penalty 3599.398222 = -8375032.550766 nChanged 55 SP:Iteration 103Q (3366.226130 sec): 3 clusters Score: Raw -8378634.926170 + Penalty 3599.398222 = -8375035.527947 nChanged 69 SP:Iteration 104Q (3366.357842 sec): 3 clusters Score: Raw -8378639.411588 + Penalty 3599.398222 = -8375040.013365 nChanged 59 SP:Iteration 105Q (3366.495575 sec): 3 clusters Score: Raw -8378643.052787 + Penalty 3599.398222 = -8375043.654565 nChanged 58 SP:Iteration 106Q (3366.627682 sec): 3 clusters Score: Raw -8378646.644174 + Penalty 3599.398222 = -8375047.245952 nChanged 48 SP:Iteration 107Q (3366.756039 sec): 3 clusters Score: Raw -8378649.782897 + Penalty 3599.398222 = -8375050.384674 nChanged 59 SP:Iteration 108Q (3366.886063 sec): 3 clusters Score: Raw -8378653.706801 + Penalty 3599.398222 = -8375054.308578 nChanged 50 SP:Iteration 109Q (3367.017383 sec): 3 clusters Score: Raw -8378657.142973 + Penalty 3599.398222 = -8375057.744751 nChanged 50 SP:Iteration 110Q (3367.135048 sec): 3 clusters Score: Raw -8378660.986993 + Penalty 3599.398222 = -8375061.588770 nChanged 53 SP:Iteration 111Q (3367.264839 sec): 3 clusters Score: Raw -8378664.029222 + Penalty 3599.398222 = -8375064.630999 nChanged 35 SP:Iteration 112Q (3367.397057 sec): 3 clusters Score: Raw -8378666.108780 + Penalty 3599.398222 = -8375066.710558 nChanged 41 SP:Iteration 113Q (3367.525718 sec): 3 clusters Score: Raw -8378668.565093 + Penalty 3599.398222 = -8375069.166871 nChanged 54 SP:Iteration 114Q (3367.655154 sec): 3 clusters Score: Raw -8378671.680413 + Penalty 3599.398222 = -8375072.282191 nChanged 52 SP:Iteration 115Q (3367.774036 sec): 3 clusters Score: Raw -8378675.364955 + Penalty 3599.398222 = -8375075.966732 nChanged 47 SP:Iteration 116Q (3367.908512 sec): 3 clusters Score: Raw -8378677.778194 + Penalty 3599.398222 = -8375078.379972 nChanged 40 SP:Iteration 117Q (3368.041644 sec): 3 clusters Score: Raw -8378680.254567 + Penalty 3599.398222 = -8375080.856345 nChanged 47 SP:Iteration 118Q (3368.171997 sec): 3 clusters Score: Raw -8378683.103821 + Penalty 3599.398222 = -8375083.705599 nChanged 45 SP:Iteration 119Q (3368.306378 sec): 3 clusters Score: Raw -8378685.615387 + Penalty 3599.398222 = -8375086.217165 nChanged 45 SP:Iteration 120F (3368.448429 sec): 3 clusters Score: Raw -8378687.853211 + Penalty 3599.398222 = -8375088.454989 nChanged 39 SP:Iteration 121Q (3368.575566 sec): 3 clusters Score: Raw -8378689.997255 + Penalty 3599.398222 = -8375090.599033 nChanged 33 SP:Iteration 122Q (3368.691404 sec): 3 clusters Score: Raw -8378691.703225 + Penalty 3599.398222 = -8375092.305003 nChanged 29 SP:Iteration 123Q (3368.822587 sec): 3 clusters Score: Raw -8378692.998307 + Penalty 3599.398222 = -8375093.600085 nChanged 24 SP:Iteration 124Q (3368.954030 sec): 3 clusters Score: Raw -8378694.148487 + Penalty 3599.398222 = -8375094.750265 nChanged 30 SP:Iteration 125Q (3369.089213 sec): 3 clusters Score: Raw -8378695.938221 + Penalty 3599.398222 = -8375096.539999 nChanged 37 SP:Iteration 126Q (3369.222699 sec): 3 clusters Score: Raw -8378698.307620 + Penalty 3599.398222 = -8375098.909398 nChanged 34 SP:Iteration 127Q (3369.358955 sec): 3 clusters Score: Raw -8378700.303556 + Penalty 3599.398222 = -8375100.905333 nChanged 36 SP:Iteration 128Q (3369.487338 sec): 3 clusters Score: Raw -8378702.365051 + Penalty 3599.398222 = -8375102.966829 nChanged 35 SP:Iteration 129Q (3369.613470 sec): 3 clusters Score: Raw -8378704.360989 + Penalty 3599.398222 = -8375104.962766 nChanged 35 SP:Iteration 130Q (3369.739003 sec): 3 clusters Score: Raw -8378706.152778 + Penalty 3599.398222 = -8375106.754555 nChanged 32 SP:Iteration 131Q (3369.868521 sec): 3 clusters Score: Raw -8378707.900846 + Penalty 3599.398222 = -8375108.502623 nChanged 31 SP:Iteration 132Q (3369.997904 sec): 3 clusters Score: Raw -8378709.456428 + Penalty 3599.398222 = -8375110.058206 nChanged 30 SP:Iteration 133Q (3370.121138 sec): 3 clusters Score: Raw -8378711.309973 + Penalty 3599.398222 = -8375111.911750 nChanged 29 SP:Iteration 134Q (3370.252368 sec): 3 clusters Score: Raw -8378712.896816 + Penalty 3599.398222 = -8375113.498593 nChanged 26 SP:Iteration 135Q (3370.375482 sec): 3 clusters Score: Raw -8378713.955540 + Penalty 3599.398222 = -8375114.557318 nChanged 20 SP:Iteration 136Q (3370.517574 sec): 3 clusters Score: Raw -8378715.245216 + Penalty 3599.398222 = -8375115.846993 nChanged 24 SP:Iteration 137Q (3370.656835 sec): 3 clusters Score: Raw -8378716.374301 + Penalty 3599.398222 = -8375116.976079 nChanged 18 SP:Iteration 138Q (3370.799825 sec): 3 clusters Score: Raw -8378717.076706 + Penalty 3599.398222 = -8375117.678484 nChanged 15 SP:Iteration 139Q (3370.928804 sec): 3 clusters Score: Raw -8378717.819313 + Penalty 3599.398222 = -8375118.421091 nChanged 21 SP:Iteration 140F (3371.078366 sec): 3 clusters Score: Raw -8378718.932521 + Penalty 3599.398222 = -8375119.534298 nChanged 25 SP:Iteration 141Q (3371.218435 sec): 3 clusters Score: Raw -8378720.242641 + Penalty 3599.398222 = -8375120.844419 nChanged 23 SP:Iteration 142Q (3371.354941 sec): 3 clusters Score: Raw -8378721.675564 + Penalty 3599.398222 = -8375122.277341 nChanged 23 SP:Iteration 143Q (3371.476636 sec): 3 clusters Score: Raw -8378722.808322 + Penalty 3599.398222 = -8375123.410100 nChanged 23 SP:Iteration 144Q (3371.598662 sec): 3 clusters Score: Raw -8378723.908210 + Penalty 3599.398222 = -8375124.509988 nChanged 26 SP:Iteration 145Q (3371.733283 sec): 3 clusters Score: Raw -8378725.460443 + Penalty 3599.398222 = -8375126.062220 nChanged 22 SP:Iteration 146Q (3371.876415 sec): 3 clusters Score: Raw -8378726.827512 + Penalty 3599.398222 = -8375127.429289 nChanged 24 SP:Iteration 147Q (3372.009279 sec): 3 clusters Score: Raw -8378727.942735 + Penalty 3599.398222 = -8375128.544512 nChanged 19 SP:Iteration 148Q (3372.143988 sec): 3 clusters Score: Raw -8378729.066593 + Penalty 3599.398222 = -8375129.668371 nChanged 22 SP:Iteration 149Q (3372.282232 sec): 3 clusters Score: Raw -8378730.278816 + Penalty 3599.398222 = -8375130.880593 nChanged 23 SP:Iteration 150Q (3372.403324 sec): 3 clusters Score: Raw -8378731.451678 + Penalty 3599.398222 = -8375132.053455 nChanged 15 SP:Iteration 151Q (3372.533700 sec): 3 clusters Score: Raw -8378732.281996 + Penalty 3599.398222 = -8375132.883774 nChanged 15 SP:Iteration 152Q (3372.654136 sec): 3 clusters Score: Raw -8378733.037639 + Penalty 3599.398222 = -8375133.639417 nChanged 12 SP:Iteration 153Q (3372.784108 sec): 3 clusters Score: Raw -8378733.617426 + Penalty 3599.398222 = -8375134.219203 nChanged 16 SP:Iteration 154Q (3372.913533 sec): 3 clusters Score: Raw -8378734.295731 + Penalty 3599.398222 = -8375134.897508 nChanged 25 SP:Iteration 155Q (3373.036062 sec): 3 clusters Score: Raw -8378735.694040 + Penalty 3599.398222 = -8375136.295818 nChanged 26 SP:Iteration 156Q (3373.171606 sec): 3 clusters Score: Raw -8378736.879908 + Penalty 3599.398222 = -8375137.481686 nChanged 16 SP:Iteration 157Q (3373.281200 sec): 3 clusters Score: Raw -8378737.599268 + Penalty 3599.398222 = -8375138.201045 nChanged 18 SP:Iteration 158Q (3373.413446 sec): 3 clusters Score: Raw -8378738.201419 + Penalty 3599.398222 = -8375138.803197 nChanged 12 SP:Iteration 159Q (3373.535588 sec): 3 clusters Score: Raw -8378738.669877 + Penalty 3599.398222 = -8375139.271655 nChanged 13 SP:Iteration 160F (3373.684699 sec): 3 clusters Score: Raw -8378739.198552 + Penalty 3599.398222 = -8375139.800330 nChanged 10 SP:Iteration 161Q (3373.820408 sec): 3 clusters Score: Raw -8378739.507433 + Penalty 3599.398222 = -8375140.109210 nChanged 7 SP:Iteration 162Q (3373.945915 sec): 3 clusters Score: Raw -8378739.742359 + Penalty 3599.398222 = -8375140.344137 nChanged 5 SP:Iteration 163Q (3374.075265 sec): 3 clusters Score: Raw -8378739.880219 + Penalty 3599.398222 = -8375140.481996 nChanged 3 SP:Iteration 164Q (3374.207382 sec): 3 clusters Score: Raw -8378740.002341 + Penalty 3599.398222 = -8375140.604118 nChanged 3 SP:Iteration 165Q (3374.341578 sec): 3 clusters Score: Raw -8378740.231316 + Penalty 3599.398222 = -8375140.833094 nChanged 7 SP:Iteration 166Q (3374.471575 sec): 3 clusters Score: Raw -8378740.597388 + Penalty 3599.398222 = -8375141.199165 nChanged 7 SP:Iteration 167Q (3374.606218 sec): 3 clusters Score: Raw -8378741.005111 + Penalty 3599.398222 = -8375141.606889 nChanged 8 SP:Iteration 168Q (3374.737562 sec): 3 clusters Score: Raw -8378741.579621 + Penalty 3599.398222 = -8375142.181398 nChanged 10 SP:Iteration 169Q (3374.882595 sec): 3 clusters Score: Raw -8378742.155730 + Penalty 3599.398222 = -8375142.757508 nChanged 11 SP:Iteration 170Q (3375.022864 sec): 3 clusters Score: Raw -8378742.640483 + Penalty 3599.398222 = -8375143.242261 nChanged 6 SP:Iteration 171Q (3375.157107 sec): 3 clusters Score: Raw -8378742.832967 + Penalty 3599.398222 = -8375143.434744 nChanged 3 SP:Iteration 172Q (3375.299427 sec): 3 clusters Score: Raw -8378742.929369 + Penalty 3599.398222 = -8375143.531147 nChanged 1 SP:Iteration 173Q (3375.442880 sec): 3 clusters Score: Raw -8378742.966603 + Penalty 3599.398222 = -8375143.568381 nChanged 0 SP:Iteration 174F (3375.603270 sec): 3 clusters Score: Raw -8378742.966603 + Penalty 3599.398222 = -8375143.568381 nChanged 0 Trying to split cluster 16 (36268 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3375.677877 sec): 2 clusters Score: Raw -4472294.688339 + Penalty 1706.037302 = -4470588.651037 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3375.772210 sec): 3 clusters Score: Raw -4449773.250493 + Penalty 3412.074604 = -4446361.175889 nChanged 16800 SP:Iteration 1F (3375.881781 sec): 3 clusters Score: Raw -4459235.236519 + Penalty 3412.074604 = -4455823.161915 nChanged 1878 SP:Iteration 2F (3375.992499 sec): 3 clusters Score: Raw -4459983.961774 + Penalty 3412.074604 = -4456571.887170 nChanged 2002 SP:Iteration 3F (3376.102906 sec): 3 clusters Score: Raw -4460967.584746 + Penalty 3412.074604 = -4457555.510142 nChanged 2231 SP:Iteration 4F (3376.202795 sec): 3 clusters Score: Raw -4462223.057011 + Penalty 3412.074604 = -4458810.982407 nChanged 2453 SP:Iteration 5F (3376.301798 sec): 3 clusters Score: Raw -4463746.659983 + Penalty 3412.074604 = -4460334.585379 nChanged 2458 SP:Iteration 6F (3376.411871 sec): 3 clusters Score: Raw -4465222.452313 + Penalty 3412.074604 = -4461810.377709 nChanged 2178 SP:Iteration 7F (3376.510954 sec): 3 clusters Score: Raw -4466427.691113 + Penalty 3412.074604 = -4463015.616510 nChanged 1754 SP:Iteration 8Q (3376.620025 sec): 3 clusters Score: Raw -4467278.893522 + Penalty 3412.074604 = -4463866.818918 nChanged 1376 SP:Iteration 9Q (3376.721966 sec): 3 clusters Score: Raw -4467892.329901 + Penalty 3412.074604 = -4464480.255297 nChanged 1124 SP:Iteration 10Q (3376.836363 sec): 3 clusters Score: Raw -4468351.429889 + Penalty 3412.074604 = -4464939.355285 nChanged 933 SP:Iteration 11Q (3376.952421 sec): 3 clusters Score: Raw -4468692.212575 + Penalty 3412.074604 = -4465280.137971 nChanged 806 SP:Iteration 12Q (3377.048392 sec): 3 clusters Score: Raw -4468930.362004 + Penalty 3412.074604 = -4465518.287400 nChanged 650 SP:Iteration 13Q (3377.168056 sec): 3 clusters Score: Raw -4469099.608508 + Penalty 3412.074604 = -4465687.533904 nChanged 542 SP:Iteration 14Q (3377.267139 sec): 3 clusters Score: Raw -4469233.541291 + Penalty 3412.074604 = -4465821.466687 nChanged 491 SP:Iteration 15Q (3377.383508 sec): 3 clusters Score: Raw -4469352.685429 + Penalty 3412.074604 = -4465940.610825 nChanged 485 SP:Iteration 16Q (3377.478315 sec): 3 clusters Score: Raw -4469451.566268 + Penalty 3412.074604 = -4466039.491665 nChanged 406 SP:Iteration 17Q (3377.577717 sec): 3 clusters Score: Raw -4469531.026277 + Penalty 3412.074604 = -4466118.951673 nChanged 401 SP:Iteration 18Q (3377.682998 sec): 3 clusters Score: Raw -4469603.080389 + Penalty 3412.074604 = -4466191.005785 nChanged 354 SP:Iteration 19Q (3377.785190 sec): 3 clusters Score: Raw -4469662.143868 + Penalty 3412.074604 = -4466250.069264 nChanged 323 SP:Iteration 20F (3377.882877 sec): 3 clusters Score: Raw -4469710.331385 + Penalty 3412.074604 = -4466298.256781 nChanged 297 SP:Iteration 21Q (3377.985538 sec): 3 clusters Score: Raw -4469752.182072 + Penalty 3412.074604 = -4466340.107468 nChanged 289 SP:Iteration 22Q (3378.094469 sec): 3 clusters Score: Raw -4469787.353271 + Penalty 3412.074604 = -4466375.278667 nChanged 256 SP:Iteration 23Q (3378.194640 sec): 3 clusters Score: Raw -4469816.521148 + Penalty 3412.074604 = -4466404.446544 nChanged 235 SP:Iteration 24Q (3378.303363 sec): 3 clusters Score: Raw -4469843.919959 + Penalty 3412.074604 = -4466431.845355 nChanged 251 SP:Iteration 25Q (3378.393493 sec): 3 clusters Score: Raw -4469875.726884 + Penalty 3412.074604 = -4466463.652280 nChanged 260 SP:Iteration 26Q (3378.501315 sec): 3 clusters Score: Raw -4469908.128565 + Penalty 3412.074604 = -4466496.053961 nChanged 240 SP:Iteration 27Q (3378.604621 sec): 3 clusters Score: Raw -4469937.879053 + Penalty 3412.074604 = -4466525.804449 nChanged 237 SP:Iteration 28Q (3378.686262 sec): 3 clusters Score: Raw -4469967.002908 + Penalty 3412.074604 = -4466554.928304 nChanged 251 SP:Iteration 29Q (3378.792026 sec): 3 clusters Score: Raw -4469996.403690 + Penalty 3412.074604 = -4466584.329086 nChanged 248 SP:Iteration 30Q (3378.904209 sec): 3 clusters Score: Raw -4470028.145049 + Penalty 3412.074604 = -4466616.070446 nChanged 248 SP:Iteration 31Q (3379.007333 sec): 3 clusters Score: Raw -4470060.012477 + Penalty 3412.074604 = -4466647.937873 nChanged 264 SP:Iteration 32Q (3379.116417 sec): 3 clusters Score: Raw -4470094.737226 + Penalty 3412.074604 = -4466682.662622 nChanged 293 SP:Iteration 33Q (3379.217103 sec): 3 clusters Score: Raw -4470131.301781 + Penalty 3412.074604 = -4466719.227177 nChanged 276 SP:Iteration 34Q (3379.319904 sec): 3 clusters Score: Raw -4470164.705050 + Penalty 3412.074604 = -4466752.630446 nChanged 276 SP:Iteration 35Q (3379.429451 sec): 3 clusters Score: Raw -4470201.178114 + Penalty 3412.074604 = -4466789.103510 nChanged 279 SP:Iteration 36Q (3379.521561 sec): 3 clusters Score: Raw -4470237.229429 + Penalty 3412.074604 = -4466825.154825 nChanged 293 SP:Iteration 37Q (3379.629608 sec): 3 clusters Score: Raw -4470277.362704 + Penalty 3412.074604 = -4466865.288100 nChanged 286 SP:Iteration 38Q (3379.741040 sec): 3 clusters Score: Raw -4470316.461210 + Penalty 3412.074604 = -4466904.386607 nChanged 300 SP:Iteration 39Q (3379.835737 sec): 3 clusters Score: Raw -4470356.517570 + Penalty 3412.074604 = -4466944.442966 nChanged 277 SP:Iteration 40F (3379.934912 sec): 3 clusters Score: Raw -4470393.043889 + Penalty 3412.074604 = -4466980.969286 nChanged 274 SP:Iteration 41Q (3380.036956 sec): 3 clusters Score: Raw -4470430.738057 + Penalty 3412.074604 = -4467018.663453 nChanged 299 SP:Iteration 42Q (3380.129338 sec): 3 clusters Score: Raw -4470470.364295 + Penalty 3412.074604 = -4467058.289691 nChanged 272 SP:Iteration 43Q (3380.230241 sec): 3 clusters Score: Raw -4470503.858268 + Penalty 3412.074604 = -4467091.783664 nChanged 269 SP:Iteration 44Q (3380.336211 sec): 3 clusters Score: Raw -4470537.466577 + Penalty 3412.074604 = -4467125.391973 nChanged 274 SP:Iteration 45Q (3380.433057 sec): 3 clusters Score: Raw -4470571.419461 + Penalty 3412.074604 = -4467159.344857 nChanged 276 SP:Iteration 46Q (3380.536552 sec): 3 clusters Score: Raw -4470603.488711 + Penalty 3412.074604 = -4467191.414107 nChanged 251 SP:Iteration 47Q (3380.635729 sec): 3 clusters Score: Raw -4470631.572176 + Penalty 3412.074604 = -4467219.497572 nChanged 242 SP:Iteration 48Q (3380.738764 sec): 3 clusters Score: Raw -4470660.855978 + Penalty 3412.074604 = -4467248.781374 nChanged 242 SP:Iteration 49Q (3380.831672 sec): 3 clusters Score: Raw -4470691.779652 + Penalty 3412.074604 = -4467279.705049 nChanged 246 SP:Iteration 50Q (3380.931044 sec): 3 clusters Score: Raw -4470720.612824 + Penalty 3412.074604 = -4467308.538220 nChanged 242 SP:Iteration 51Q (3381.027253 sec): 3 clusters Score: Raw -4470748.779074 + Penalty 3412.074604 = -4467336.704471 nChanged 232 SP:Iteration 52Q (3381.132668 sec): 3 clusters Score: Raw -4470776.851371 + Penalty 3412.074604 = -4467364.776767 nChanged 247 SP:Iteration 53Q (3381.234214 sec): 3 clusters Score: Raw -4470806.924675 + Penalty 3412.074604 = -4467394.850071 nChanged 250 SP:Iteration 54Q (3381.329507 sec): 3 clusters Score: Raw -4470838.944109 + Penalty 3412.074604 = -4467426.869505 nChanged 245 SP:Iteration 55Q (3381.428281 sec): 3 clusters Score: Raw -4470872.487221 + Penalty 3412.074604 = -4467460.412617 nChanged 255 SP:Iteration 56Q (3381.534164 sec): 3 clusters Score: Raw -4470908.610116 + Penalty 3412.074604 = -4467496.535512 nChanged 270 SP:Iteration 57Q (3381.631143 sec): 3 clusters Score: Raw -4470950.122649 + Penalty 3412.074604 = -4467538.048045 nChanged 286 SP:Iteration 58Q (3381.736798 sec): 3 clusters Score: Raw -4470991.610833 + Penalty 3412.074604 = -4467579.536230 nChanged 280 SP:Iteration 59Q (3381.833656 sec): 3 clusters Score: Raw -4471034.065272 + Penalty 3412.074604 = -4467621.990669 nChanged 283 SP:Iteration 60F (3381.944904 sec): 3 clusters Score: Raw -4471078.230747 + Penalty 3412.074604 = -4467666.156143 nChanged 281 SP:Iteration 61Q (3382.034195 sec): 3 clusters Score: Raw -4471119.807783 + Penalty 3412.074604 = -4467707.733180 nChanged 295 SP:Iteration 62Q (3382.130512 sec): 3 clusters Score: Raw -4471167.534103 + Penalty 3412.074604 = -4467755.459499 nChanged 328 SP:Iteration 63Q (3382.232491 sec): 3 clusters Score: Raw -4471218.550007 + Penalty 3412.074604 = -4467806.475403 nChanged 298 SP:Iteration 64Q (3382.331748 sec): 3 clusters Score: Raw -4471257.784783 + Penalty 3412.074604 = -4467845.710179 nChanged 288 SP:Iteration 65Q (3382.424807 sec): 3 clusters Score: Raw -4471296.419217 + Penalty 3412.074604 = -4467884.344613 nChanged 295 SP:Iteration 66Q (3382.527020 sec): 3 clusters Score: Raw -4471340.007736 + Penalty 3412.074604 = -4467927.933132 nChanged 294 SP:Iteration 67Q (3382.624433 sec): 3 clusters Score: Raw -4471383.855250 + Penalty 3412.074604 = -4467971.780646 nChanged 289 SP:Iteration 68Q (3382.724909 sec): 3 clusters Score: Raw -4471430.729726 + Penalty 3412.074604 = -4468018.655123 nChanged 284 SP:Iteration 69Q (3382.823311 sec): 3 clusters Score: Raw -4471476.685322 + Penalty 3412.074604 = -4468064.610718 nChanged 284 SP:Iteration 70Q (3382.899375 sec): 3 clusters Score: Raw -4471523.177444 + Penalty 3412.074604 = -4468111.102840 nChanged 265 SP:Iteration 71Q (3382.996182 sec): 3 clusters Score: Raw -4471569.574337 + Penalty 3412.074604 = -4468157.499733 nChanged 280 SP:Iteration 72Q (3383.099127 sec): 3 clusters Score: Raw -4471621.888157 + Penalty 3412.074604 = -4468209.813553 nChanged 272 SP:Iteration 73Q (3383.202391 sec): 3 clusters Score: Raw -4471674.663303 + Penalty 3412.074604 = -4468262.588699 nChanged 262 SP:Iteration 74Q (3383.309439 sec): 3 clusters Score: Raw -4471723.730702 + Penalty 3412.074604 = -4468311.656098 nChanged 267 SP:Iteration 75Q (3383.401747 sec): 3 clusters Score: Raw -4471777.242981 + Penalty 3412.074604 = -4468365.168377 nChanged 268 SP:Iteration 76Q (3383.504164 sec): 3 clusters Score: Raw -4471829.222800 + Penalty 3412.074604 = -4468417.148197 nChanged 265 SP:Iteration 77Q (3383.595760 sec): 3 clusters Score: Raw -4471887.589527 + Penalty 3412.074604 = -4468475.514923 nChanged 261 SP:Iteration 78Q (3383.678686 sec): 3 clusters Score: Raw -4471943.791334 + Penalty 3412.074604 = -4468531.716730 nChanged 269 SP:Iteration 79Q (3383.778792 sec): 3 clusters Score: Raw -4471995.884849 + Penalty 3412.074604 = -4468583.810245 nChanged 288 SP:Iteration 80F (3383.849689 sec): 3 clusters Score: Raw -4472050.691252 + Penalty 3412.074604 = -4468638.616648 nChanged 248 SP:Iteration 81Q (3383.950012 sec): 3 clusters Score: Raw -4472096.314425 + Penalty 3412.074604 = -4468684.239821 nChanged 245 SP:Iteration 82Q (3384.047362 sec): 3 clusters Score: Raw -4472140.485894 + Penalty 3412.074604 = -4468728.411291 nChanged 232 SP:Iteration 83Q (3384.129926 sec): 3 clusters Score: Raw -4472182.410975 + Penalty 3412.074604 = -4468770.336371 nChanged 208 SP:Iteration 84Q (3384.227796 sec): 3 clusters Score: Raw -4472223.069358 + Penalty 3412.074604 = -4468810.994754 nChanged 221 SP:Iteration 85Q (3384.327937 sec): 3 clusters Score: Raw -4472269.811574 + Penalty 3412.074604 = -4468857.736970 nChanged 227 SP:Iteration 86Q (3384.418800 sec): 3 clusters Score: Raw -4472316.513181 + Penalty 3412.074604 = -4468904.438577 nChanged 210 SP:Iteration 87Q (3384.522437 sec): 3 clusters Score: Raw -4472356.812275 + Penalty 3412.074604 = -4468944.737671 nChanged 192 SP:Iteration 88Q (3384.611748 sec): 3 clusters Score: Raw -4472391.035380 + Penalty 3412.074604 = -4468978.960777 nChanged 164 SP:Iteration 89Q (3384.708817 sec): 3 clusters Score: Raw -4472421.016254 + Penalty 3412.074604 = -4469008.941650 nChanged 159 SP:Iteration 90Q (3384.805756 sec): 3 clusters Score: Raw -4472451.530518 + Penalty 3412.074604 = -4469039.455914 nChanged 163 SP:Iteration 91Q (3384.904575 sec): 3 clusters Score: Raw -4472480.066776 + Penalty 3412.074604 = -4469067.992172 nChanged 149 SP:Iteration 92Q (3384.998212 sec): 3 clusters Score: Raw -4472507.186257 + Penalty 3412.074604 = -4469095.111653 nChanged 148 SP:Iteration 93Q (3385.102705 sec): 3 clusters Score: Raw -4472532.245925 + Penalty 3412.074604 = -4469120.171321 nChanged 142 SP:Iteration 94Q (3385.188113 sec): 3 clusters Score: Raw -4472552.539404 + Penalty 3412.074604 = -4469140.464800 nChanged 120 SP:Iteration 95Q (3385.289077 sec): 3 clusters Score: Raw -4472570.998365 + Penalty 3412.074604 = -4469158.923761 nChanged 107 SP:Iteration 96Q (3385.368116 sec): 3 clusters Score: Raw -4472589.360465 + Penalty 3412.074604 = -4469177.285861 nChanged 99 SP:Iteration 97Q (3385.470748 sec): 3 clusters Score: Raw -4472603.690326 + Penalty 3412.074604 = -4469191.615722 nChanged 91 SP:Iteration 98Q (3385.553470 sec): 3 clusters Score: Raw -4472617.316654 + Penalty 3412.074604 = -4469205.242050 nChanged 91 SP:Iteration 99Q (3385.651387 sec): 3 clusters Score: Raw -4472632.163578 + Penalty 3412.074604 = -4469220.088975 nChanged 82 SP:Iteration 100F (3385.745120 sec): 3 clusters Score: Raw -4472644.390039 + Penalty 3412.074604 = -4469232.315435 nChanged 85 SP:Iteration 101Q (3385.834278 sec): 3 clusters Score: Raw -4472659.208234 + Penalty 3412.074604 = -4469247.133630 nChanged 92 SP:Iteration 102Q (3385.921351 sec): 3 clusters Score: Raw -4472674.800278 + Penalty 3412.074604 = -4469262.725674 nChanged 75 SP:Iteration 103Q (3386.016240 sec): 3 clusters Score: Raw -4472686.884671 + Penalty 3412.074604 = -4469274.810068 nChanged 67 SP:Iteration 104Q (3386.103758 sec): 3 clusters Score: Raw -4472697.382186 + Penalty 3412.074604 = -4469285.307583 nChanged 65 SP:Iteration 105Q (3386.208582 sec): 3 clusters Score: Raw -4472704.863380 + Penalty 3412.074604 = -4469292.788776 nChanged 60 SP:Iteration 106Q (3386.306902 sec): 3 clusters Score: Raw -4472712.771714 + Penalty 3412.074604 = -4469300.697110 nChanged 59 SP:Iteration 107Q (3386.402291 sec): 3 clusters Score: Raw -4472720.095771 + Penalty 3412.074604 = -4469308.021168 nChanged 43 SP:Iteration 108Q (3386.492409 sec): 3 clusters Score: Raw -4472724.755030 + Penalty 3412.074604 = -4469312.680426 nChanged 30 SP:Iteration 109Q (3386.580580 sec): 3 clusters Score: Raw -4472728.117768 + Penalty 3412.074604 = -4469316.043165 nChanged 31 SP:Iteration 110Q (3386.674355 sec): 3 clusters Score: Raw -4472731.069182 + Penalty 3412.074604 = -4469318.994578 nChanged 22 SP:Iteration 111Q (3386.771679 sec): 3 clusters Score: Raw -4472733.758307 + Penalty 3412.074604 = -4469321.683703 nChanged 25 SP:Iteration 112Q (3386.868577 sec): 3 clusters Score: Raw -4472736.598976 + Penalty 3412.074604 = -4469324.524372 nChanged 27 SP:Iteration 113Q (3386.961703 sec): 3 clusters Score: Raw -4472739.709617 + Penalty 3412.074604 = -4469327.635013 nChanged 27 SP:Iteration 114Q (3387.048183 sec): 3 clusters Score: Raw -4472742.488452 + Penalty 3412.074604 = -4469330.413848 nChanged 23 SP:Iteration 115Q (3387.138844 sec): 3 clusters Score: Raw -4472744.804200 + Penalty 3412.074604 = -4469332.729596 nChanged 23 SP:Iteration 116Q (3387.235916 sec): 3 clusters Score: Raw -4472746.955440 + Penalty 3412.074604 = -4469334.880837 nChanged 15 SP:Iteration 117Q (3387.328158 sec): 3 clusters Score: Raw -4472748.513900 + Penalty 3412.074604 = -4469336.439297 nChanged 12 SP:Iteration 118Q (3387.420134 sec): 3 clusters Score: Raw -4472749.750403 + Penalty 3412.074604 = -4469337.675799 nChanged 8 SP:Iteration 119Q (3387.524189 sec): 3 clusters Score: Raw -4472750.369244 + Penalty 3412.074604 = -4469338.294640 nChanged 5 SP:Iteration 120F (3387.610957 sec): 3 clusters Score: Raw -4472750.845813 + Penalty 3412.074604 = -4469338.771209 nChanged 5 SP:Iteration 121Q (3387.710612 sec): 3 clusters Score: Raw -4472751.284472 + Penalty 3412.074604 = -4469339.209868 nChanged 2 SP:Iteration 122Q (3387.802304 sec): 3 clusters Score: Raw -4472751.442820 + Penalty 3412.074604 = -4469339.368216 nChanged 3 SP:Iteration 123Q (3387.904811 sec): 3 clusters Score: Raw -4472751.811788 + Penalty 3412.074604 = -4469339.737184 nChanged 6 SP:Iteration 124Q (3387.994630 sec): 3 clusters Score: Raw -4472752.332559 + Penalty 3412.074604 = -4469340.257955 nChanged 6 SP:Iteration 125Q (3388.088006 sec): 3 clusters Score: Raw -4472752.730838 + Penalty 3412.074604 = -4469340.656235 nChanged 1 SP:Iteration 126Q (3388.189655 sec): 3 clusters Score: Raw -4472752.816522 + Penalty 3412.074604 = -4469340.741918 nChanged 0 SP:Iteration 127F (3388.287038 sec): 3 clusters Score: Raw -4472752.816522 + Penalty 3412.074604 = -4469340.741918 nChanged 0 Trying to split cluster 17 (5193 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3388.314969 sec): 2 clusters Score: Raw -663810.705146 + Penalty 1390.198362 = -662420.506784 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3388.360912 sec): 3 clusters Score: Raw -661091.614352 + Penalty 2780.396724 = -658311.217627 nChanged 2110 SP:Iteration 1F (3388.422531 sec): 3 clusters Score: Raw -662291.912649 + Penalty 2780.396724 = -659511.515925 nChanged 380 SP:Iteration 2F (3388.461714 sec): 3 clusters Score: Raw -662510.340243 + Penalty 2780.396724 = -659729.943519 nChanged 282 SP:Iteration 3F (3388.517480 sec): 3 clusters Score: Raw -662677.358177 + Penalty 2780.396724 = -659896.961453 nChanged 227 SP:Iteration 4Q (3388.578586 sec): 3 clusters Score: Raw -662788.224805 + Penalty 2780.396724 = -660007.828081 nChanged 183 SP:Iteration 5Q (3388.636460 sec): 3 clusters Score: Raw -662868.540335 + Penalty 2780.396724 = -660088.143611 nChanged 148 SP:Iteration 6Q (3388.688677 sec): 3 clusters Score: Raw -662933.156612 + Penalty 2780.396724 = -660152.759888 nChanged 135 SP:Iteration 7Q (3388.743071 sec): 3 clusters Score: Raw -662986.631598 + Penalty 2780.396724 = -660206.234874 nChanged 110 SP:Iteration 8Q (3388.788749 sec): 3 clusters Score: Raw -663035.657985 + Penalty 2780.396724 = -660255.261261 nChanged 126 SP:Iteration 9Q (3388.831725 sec): 3 clusters Score: Raw -663088.725541 + Penalty 2780.396724 = -660308.328817 nChanged 114 SP:Iteration 10Q (3388.881267 sec): 3 clusters Score: Raw -663132.138272 + Penalty 2780.396724 = -660351.741548 nChanged 81 SP:Iteration 11Q (3388.932439 sec): 3 clusters Score: Raw -663160.408213 + Penalty 2780.396724 = -660380.011489 nChanged 83 SP:Iteration 12Q (3388.979522 sec): 3 clusters Score: Raw -663190.779875 + Penalty 2780.396724 = -660410.383151 nChanged 66 SP:Iteration 13Q (3389.022605 sec): 3 clusters Score: Raw -663206.874257 + Penalty 2780.396724 = -660426.477532 nChanged 58 SP:Iteration 14Q (3389.079083 sec): 3 clusters Score: Raw -663226.264040 + Penalty 2780.396724 = -660445.867316 nChanged 61 SP:Iteration 15Q (3389.101449 sec): 3 clusters Score: Raw -663239.806234 + Penalty 2780.396724 = -660459.409510 nChanged 30 SP:Iteration 16Q (3389.149923 sec): 3 clusters Score: Raw -663250.080905 + Penalty 2780.396724 = -660469.684181 nChanged 34 SP:Iteration 17Q (3389.203898 sec): 3 clusters Score: Raw -663258.604412 + Penalty 2780.396724 = -660478.207687 nChanged 27 SP:Iteration 18Q (3389.252068 sec): 3 clusters Score: Raw -663269.274117 + Penalty 2780.396724 = -660488.877393 nChanged 42 SP:Iteration 19Q (3389.299042 sec): 3 clusters Score: Raw -663284.171683 + Penalty 2780.396724 = -660503.774959 nChanged 37 SP:Iteration 20F (3389.350293 sec): 3 clusters Score: Raw -663295.297212 + Penalty 2780.396724 = -660514.900487 nChanged 36 SP:Iteration 21Q (3389.397496 sec): 3 clusters Score: Raw -663303.007477 + Penalty 2780.396724 = -660522.610753 nChanged 28 SP:Iteration 22Q (3389.439580 sec): 3 clusters Score: Raw -663309.807976 + Penalty 2780.396724 = -660529.411252 nChanged 29 SP:Iteration 23Q (3389.499098 sec): 3 clusters Score: Raw -663316.439502 + Penalty 2780.396724 = -660536.042778 nChanged 34 SP:Iteration 24Q (3389.537799 sec): 3 clusters Score: Raw -663326.444737 + Penalty 2780.396724 = -660546.048013 nChanged 32 SP:Iteration 25Q (3389.595944 sec): 3 clusters Score: Raw -663334.073006 + Penalty 2780.396724 = -660553.676282 nChanged 31 SP:Iteration 26Q (3389.640342 sec): 3 clusters Score: Raw -663344.298749 + Penalty 2780.396724 = -660563.902025 nChanged 38 SP:Iteration 27Q (3389.691457 sec): 3 clusters Score: Raw -663356.721355 + Penalty 2780.396724 = -660576.324631 nChanged 44 SP:Iteration 28Q (3389.757556 sec): 3 clusters Score: Raw -663368.006424 + Penalty 2780.396724 = -660587.609700 nChanged 46 SP:Iteration 29Q (3389.806347 sec): 3 clusters Score: Raw -663380.018237 + Penalty 2780.396724 = -660599.621513 nChanged 43 SP:Iteration 30Q (3389.848258 sec): 3 clusters Score: Raw -663391.404901 + Penalty 2780.396724 = -660611.008177 nChanged 42 SP:Iteration 31Q (3389.900723 sec): 3 clusters Score: Raw -663402.396835 + Penalty 2780.396724 = -660622.000111 nChanged 49 SP:Iteration 32Q (3389.953419 sec): 3 clusters Score: Raw -663417.385717 + Penalty 2780.396724 = -660636.988993 nChanged 51 SP:Iteration 33Q (3390.004391 sec): 3 clusters Score: Raw -663435.790127 + Penalty 2780.396724 = -660655.393402 nChanged 65 SP:Iteration 34Q (3390.064296 sec): 3 clusters Score: Raw -663454.714815 + Penalty 2780.396724 = -660674.318091 nChanged 55 SP:Iteration 35Q (3390.104672 sec): 3 clusters Score: Raw -663476.599724 + Penalty 2780.396724 = -660696.202999 nChanged 74 SP:Iteration 36Q (3390.160696 sec): 3 clusters Score: Raw -663506.880787 + Penalty 2780.396724 = -660726.484063 nChanged 86 SP:Iteration 37Q (3390.212338 sec): 3 clusters Score: Raw -663542.383166 + Penalty 2780.396724 = -660761.986442 nChanged 80 SP:Iteration 38Q (3390.263829 sec): 3 clusters Score: Raw -663572.724015 + Penalty 2780.396724 = -660792.327291 nChanged 77 SP:Iteration 39Q (3390.325914 sec): 3 clusters Score: Raw -663604.525368 + Penalty 2780.396724 = -660824.128643 nChanged 73 SP:Iteration 40F (3390.367614 sec): 3 clusters Score: Raw -663633.364238 + Penalty 2780.396724 = -660852.967514 nChanged 85 SP:Iteration 41Q (3390.427579 sec): 3 clusters Score: Raw -663675.070094 + Penalty 2780.396724 = -660894.673370 nChanged 101 SP:Iteration 42Q (3390.483473 sec): 3 clusters Score: Raw -663724.822289 + Penalty 2780.396724 = -660944.425565 nChanged 113 SP:Iteration 43Q (3390.533981 sec): 3 clusters Score: Raw -663808.786126 + Penalty 2780.396724 = -661028.389402 nChanged 140 SP:Iteration 44Q (3390.584491 sec): 3 clusters Score: Raw -663973.302309 + Penalty 2780.396724 = -661192.905584 nChanged 171 SP:Iteration 45Q (3390.626279 sec): 3 clusters Score: Raw -664226.708910 + Penalty 2780.396724 = -661446.312185 nChanged 183 SP:Iteration 46Q (3390.678552 sec): 3 clusters Score: Raw -664460.345129 + Penalty 2780.396724 = -661679.948405 nChanged 150 SP:Iteration 47Q (3390.727549 sec): 3 clusters Score: Raw -664550.695207 + Penalty 2780.396724 = -661770.298483 nChanged 91 SP:Iteration 48Q (3390.790383 sec): 3 clusters Score: Raw -664594.437546 + Penalty 2780.396724 = -661814.040822 nChanged 61 SP:Iteration 49Q (3390.840986 sec): 3 clusters Score: Raw -664623.738228 + Penalty 2780.396724 = -661843.341504 nChanged 58 SP:Iteration 50Q (3390.909523 sec): 3 clusters Score: Raw -664648.297443 + Penalty 2780.396724 = -661867.900719 nChanged 49 SP:Iteration 51Q (3390.954693 sec): 3 clusters Score: Raw -664671.089243 + Penalty 2780.396724 = -661890.692519 nChanged 41 SP:Iteration 52Q (3391.011384 sec): 3 clusters Score: Raw -664688.662897 + Penalty 2780.396724 = -661908.266173 nChanged 43 SP:Iteration 53Q (3391.077366 sec): 3 clusters Score: Raw -664709.164962 + Penalty 2780.396724 = -661928.768238 nChanged 44 SP:Iteration 54Q (3391.129954 sec): 3 clusters Score: Raw -664730.333513 + Penalty 2780.396724 = -661949.936788 nChanged 42 SP:Iteration 55Q (3391.172004 sec): 3 clusters Score: Raw -664755.042804 + Penalty 2780.396724 = -661974.646080 nChanged 46 SP:Iteration 56Q (3391.224329 sec): 3 clusters Score: Raw -664786.264806 + Penalty 2780.396724 = -662005.868082 nChanged 49 SP:Iteration 57Q (3391.276663 sec): 3 clusters Score: Raw -664823.517341 + Penalty 2780.396724 = -662043.120616 nChanged 49 SP:Iteration 58Q (3391.343112 sec): 3 clusters Score: Raw -664864.878755 + Penalty 2780.396724 = -662084.482031 nChanged 47 SP:Iteration 59Q (3391.394463 sec): 3 clusters Score: Raw -664913.167022 + Penalty 2780.396724 = -662132.770298 nChanged 43 SP:Iteration 60F (3391.456208 sec): 3 clusters Score: Raw -664986.119045 + Penalty 2780.396724 = -662205.722321 nChanged 42 SP:Iteration 61Q (3391.497162 sec): 3 clusters Score: Raw -665103.448511 + Penalty 2780.396724 = -662323.051787 nChanged 41 SP:Iteration 62Q (3391.561732 sec): 3 clusters Score: Raw -665277.807800 + Penalty 2780.396724 = -662497.411075 nChanged 30 SP:Iteration 63Q (3391.608092 sec): 3 clusters Score: Raw -665468.908379 + Penalty 2780.396724 = -662688.511654 nChanged 24 SP:Iteration 64Q (3391.661169 sec): 3 clusters Score: Raw -665484.134237 + Penalty 2780.396724 = -662703.737513 nChanged 2 SP:Iteration 65Q (3391.712220 sec): 3 clusters Score: Raw -665484.746141 + Penalty 2780.396724 = -662704.349416 nChanged 0 SP:Iteration 66F (3391.776060 sec): 3 clusters Score: Raw -665484.746141 + Penalty 2780.396724 = -662704.349416 nChanged 0 Score: Raw -99939523.593312 + Penalty 66086.327377 = -99873437.265936 Splitting cluster 17 changes total score from -99873962.049521 to -99873437.265936 So it's not getting split. Trying to split cluster 18 (404 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3407.079856 sec): 2 clusters Score: Raw -43421.912803 + Penalty 975.229918 = -42446.682886 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3407.123262 sec): 3 clusters Score: Raw -43513.048832 + Penalty 1950.459835 = -41562.588997 nChanged 104 SP:Iteration 1F (3407.157740 sec): 3 clusters Score: Raw -43693.747064 + Penalty 1950.459835 = -41743.287228 nChanged 28 SP:Iteration 2F (3407.201159 sec): 3 clusters Score: Raw -43754.481416 + Penalty 1950.459835 = -41804.021581 nChanged 9 SP:Iteration 3Q (3407.244558 sec): 3 clusters Score: Raw -43766.201642 + Penalty 1950.459835 = -41815.741807 nChanged 5 SP:Iteration 4Q (3407.285718 sec): 3 clusters Score: Raw -43774.308180 + Penalty 1950.459835 = -41823.848345 nChanged 1 SP:Iteration 5Q (3407.334521 sec): 3 clusters Score: Raw -43774.591478 + Penalty 1950.459835 = -41824.131643 nChanged 0 SP:Iteration 6F (3407.372059 sec): 3 clusters Score: Raw -43774.591478 + Penalty 1950.459835 = -41824.131643 nChanged 0 Trying to split cluster 19 (14261 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3407.412334 sec): 2 clusters Score: Raw -1788498.691600 + Penalty 1554.358620 = -1786944.332980 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3407.480994 sec): 3 clusters Score: Raw -1780175.168246 + Penalty 3108.717241 = -1777066.451005 nChanged 6286 SP:Iteration 1F (3407.551107 sec): 3 clusters Score: Raw -1783690.312189 + Penalty 3108.717241 = -1780581.594948 nChanged 872 SP:Iteration 2F (3407.618384 sec): 3 clusters Score: Raw -1784100.483561 + Penalty 3108.717241 = -1780991.766321 nChanged 815 SP:Iteration 3F (3407.682621 sec): 3 clusters Score: Raw -1784537.630315 + Penalty 3108.717241 = -1781428.913074 nChanged 815 SP:Iteration 4F (3407.752630 sec): 3 clusters Score: Raw -1785047.951707 + Penalty 3108.717241 = -1781939.234466 nChanged 918 SP:Iteration 5F (3407.819374 sec): 3 clusters Score: Raw -1785649.385526 + Penalty 3108.717241 = -1782540.668285 nChanged 856 SP:Iteration 6F (3407.892380 sec): 3 clusters Score: Raw -1786214.640361 + Penalty 3108.717241 = -1783105.923120 nChanged 787 SP:Iteration 7F (3407.976131 sec): 3 clusters Score: Raw -1786662.258734 + Penalty 3108.717241 = -1783553.541493 nChanged 685 SP:Iteration 8Q (3408.042395 sec): 3 clusters Score: Raw -1787032.676448 + Penalty 3108.717241 = -1783923.959207 nChanged 550 SP:Iteration 9Q (3408.107177 sec): 3 clusters Score: Raw -1787270.475508 + Penalty 3108.717241 = -1784161.758267 nChanged 393 SP:Iteration 10Q (3408.178722 sec): 3 clusters Score: Raw -1787404.255810 + Penalty 3108.717241 = -1784295.538569 nChanged 260 SP:Iteration 11Q (3408.247974 sec): 3 clusters Score: Raw -1787471.669755 + Penalty 3108.717241 = -1784362.952514 nChanged 209 SP:Iteration 12Q (3408.327064 sec): 3 clusters Score: Raw -1787515.569696 + Penalty 3108.717241 = -1784406.852456 nChanged 146 SP:Iteration 13Q (3408.386628 sec): 3 clusters Score: Raw -1787540.482935 + Penalty 3108.717241 = -1784431.765694 nChanged 114 SP:Iteration 14Q (3408.463413 sec): 3 clusters Score: Raw -1787558.417027 + Penalty 3108.717241 = -1784449.699787 nChanged 90 SP:Iteration 15Q (3408.543460 sec): 3 clusters Score: Raw -1787575.402081 + Penalty 3108.717241 = -1784466.684840 nChanged 101 SP:Iteration 16Q (3408.603218 sec): 3 clusters Score: Raw -1787590.050256 + Penalty 3108.717241 = -1784481.333015 nChanged 78 SP:Iteration 17Q (3408.674091 sec): 3 clusters Score: Raw -1787599.451530 + Penalty 3108.717241 = -1784490.734289 nChanged 57 SP:Iteration 18Q (3408.748057 sec): 3 clusters Score: Raw -1787605.592311 + Penalty 3108.717241 = -1784496.875070 nChanged 37 SP:Iteration 19Q (3408.823937 sec): 3 clusters Score: Raw -1787609.203114 + Penalty 3108.717241 = -1784500.485873 nChanged 32 SP:Iteration 20F (3408.890573 sec): 3 clusters Score: Raw -1787612.308506 + Penalty 3108.717241 = -1784503.591265 nChanged 35 SP:Iteration 21Q (3408.958257 sec): 3 clusters Score: Raw -1787615.794859 + Penalty 3108.717241 = -1784507.077619 nChanged 35 SP:Iteration 22Q (3409.035172 sec): 3 clusters Score: Raw -1787619.412884 + Penalty 3108.717241 = -1784510.695643 nChanged 32 SP:Iteration 23Q (3409.105340 sec): 3 clusters Score: Raw -1787622.422064 + Penalty 3108.717241 = -1784513.704824 nChanged 34 SP:Iteration 24Q (3409.176532 sec): 3 clusters Score: Raw -1787626.489175 + Penalty 3108.717241 = -1784517.771934 nChanged 38 SP:Iteration 25Q (3409.245494 sec): 3 clusters Score: Raw -1787630.960603 + Penalty 3108.717241 = -1784522.243362 nChanged 43 SP:Iteration 26Q (3409.305299 sec): 3 clusters Score: Raw -1787635.374135 + Penalty 3108.717241 = -1784526.656895 nChanged 31 SP:Iteration 27Q (3409.365067 sec): 3 clusters Score: Raw -1787638.297483 + Penalty 3108.717241 = -1784529.580242 nChanged 33 SP:Iteration 28Q (3409.441914 sec): 3 clusters Score: Raw -1787641.600086 + Penalty 3108.717241 = -1784532.882846 nChanged 35 SP:Iteration 29Q (3409.509574 sec): 3 clusters Score: Raw -1787645.892379 + Penalty 3108.717241 = -1784537.175138 nChanged 40 SP:Iteration 30Q (3409.556974 sec): 3 clusters Score: Raw -1787650.164649 + Penalty 3108.717241 = -1784541.447409 nChanged 29 SP:Iteration 31Q (3409.615904 sec): 3 clusters Score: Raw -1787652.775764 + Penalty 3108.717241 = -1784544.058523 nChanged 19 SP:Iteration 32Q (3409.683287 sec): 3 clusters Score: Raw -1787654.618983 + Penalty 3108.717241 = -1784545.901742 nChanged 25 SP:Iteration 33Q (3409.763805 sec): 3 clusters Score: Raw -1787657.635172 + Penalty 3108.717241 = -1784548.917932 nChanged 21 SP:Iteration 34Q (3409.842690 sec): 3 clusters Score: Raw -1787659.584880 + Penalty 3108.717241 = -1784550.867640 nChanged 19 SP:Iteration 35Q (3409.915884 sec): 3 clusters Score: Raw -1787660.841944 + Penalty 3108.717241 = -1784552.124703 nChanged 16 SP:Iteration 36Q (3409.990278 sec): 3 clusters Score: Raw -1787662.262842 + Penalty 3108.717241 = -1784553.545602 nChanged 17 SP:Iteration 37Q (3410.060223 sec): 3 clusters Score: Raw -1787664.264535 + Penalty 3108.717241 = -1784555.547294 nChanged 20 SP:Iteration 38Q (3410.136770 sec): 3 clusters Score: Raw -1787665.922900 + Penalty 3108.717241 = -1784557.205659 nChanged 19 SP:Iteration 39Q (3410.208215 sec): 3 clusters Score: Raw -1787667.761384 + Penalty 3108.717241 = -1784559.044143 nChanged 22 SP:Iteration 40F (3410.266020 sec): 3 clusters Score: Raw -1787670.049538 + Penalty 3108.717241 = -1784561.332297 nChanged 34 SP:Iteration 41Q (3410.349752 sec): 3 clusters Score: Raw -1787673.858229 + Penalty 3108.717241 = -1784565.140988 nChanged 36 SP:Iteration 42Q (3410.413102 sec): 3 clusters Score: Raw -1787678.331453 + Penalty 3108.717241 = -1784569.614212 nChanged 39 SP:Iteration 43Q (3410.486977 sec): 3 clusters Score: Raw -1787683.224540 + Penalty 3108.717241 = -1784574.507299 nChanged 42 SP:Iteration 44Q (3410.560120 sec): 3 clusters Score: Raw -1787687.938084 + Penalty 3108.717241 = -1784579.220843 nChanged 48 SP:Iteration 45Q (3410.621026 sec): 3 clusters Score: Raw -1787695.965642 + Penalty 3108.717241 = -1784587.248402 nChanged 62 SP:Iteration 46Q (3410.697166 sec): 3 clusters Score: Raw -1787705.745199 + Penalty 3108.717241 = -1784597.027958 nChanged 67 SP:Iteration 47Q (3410.766939 sec): 3 clusters Score: Raw -1787714.834194 + Penalty 3108.717241 = -1784606.116954 nChanged 62 SP:Iteration 48Q (3410.834300 sec): 3 clusters Score: Raw -1787724.459454 + Penalty 3108.717241 = -1784615.742213 nChanged 84 SP:Iteration 49Q (3410.898073 sec): 3 clusters Score: Raw -1787740.446299 + Penalty 3108.717241 = -1784631.729058 nChanged 89 SP:Iteration 50Q (3410.978053 sec): 3 clusters Score: Raw -1787756.485907 + Penalty 3108.717241 = -1784647.768666 nChanged 93 SP:Iteration 51Q (3411.038355 sec): 3 clusters Score: Raw -1787772.288286 + Penalty 3108.717241 = -1784663.571045 nChanged 101 SP:Iteration 52Q (3411.104278 sec): 3 clusters Score: Raw -1787790.770279 + Penalty 3108.717241 = -1784682.053038 nChanged 117 SP:Iteration 53Q (3411.185970 sec): 3 clusters Score: Raw -1787814.196451 + Penalty 3108.717241 = -1784705.479210 nChanged 129 SP:Iteration 54Q (3411.244850 sec): 3 clusters Score: Raw -1787840.461003 + Penalty 3108.717241 = -1784731.743763 nChanged 122 SP:Iteration 55Q (3411.313997 sec): 3 clusters Score: Raw -1787864.872958 + Penalty 3108.717241 = -1784756.155717 nChanged 116 SP:Iteration 56Q (3411.385311 sec): 3 clusters Score: Raw -1787884.879427 + Penalty 3108.717241 = -1784776.162186 nChanged 100 SP:Iteration 57Q (3411.442970 sec): 3 clusters Score: Raw -1787903.740708 + Penalty 3108.717241 = -1784795.023467 nChanged 119 SP:Iteration 58Q (3411.517385 sec): 3 clusters Score: Raw -1787930.509013 + Penalty 3108.717241 = -1784821.791772 nChanged 126 SP:Iteration 59Q (3411.569326 sec): 3 clusters Score: Raw -1787960.154330 + Penalty 3108.717241 = -1784851.437089 nChanged 141 SP:Iteration 60F (3411.635406 sec): 3 clusters Score: Raw -1787995.576248 + Penalty 3108.717241 = -1784886.859007 nChanged 163 SP:Iteration 61Q (3411.705429 sec): 3 clusters Score: Raw -1788034.888177 + Penalty 3108.717241 = -1784926.170937 nChanged 175 SP:Iteration 62Q (3411.753608 sec): 3 clusters Score: Raw -1788082.392239 + Penalty 3108.717241 = -1784973.674998 nChanged 185 SP:Iteration 63Q (3411.829970 sec): 3 clusters Score: Raw -1788138.543557 + Penalty 3108.717241 = -1785029.826316 nChanged 188 SP:Iteration 64Q (3411.898935 sec): 3 clusters Score: Raw -1788207.225462 + Penalty 3108.717241 = -1785098.508221 nChanged 222 SP:Iteration 65Q (3411.950732 sec): 3 clusters Score: Raw -1788286.900760 + Penalty 3108.717241 = -1785178.183519 nChanged 241 SP:Iteration 66Q (3412.021814 sec): 3 clusters Score: Raw -1788377.821926 + Penalty 3108.717241 = -1785269.104685 nChanged 239 SP:Iteration 67Q (3412.094159 sec): 3 clusters Score: Raw -1788474.679697 + Penalty 3108.717241 = -1785365.962457 nChanged 237 SP:Iteration 68Q (3412.153111 sec): 3 clusters Score: Raw -1788555.045003 + Penalty 3108.717241 = -1785446.327762 nChanged 224 SP:Iteration 69Q (3412.228119 sec): 3 clusters Score: Raw -1788624.534296 + Penalty 3108.717241 = -1785515.817056 nChanged 218 SP:Iteration 70Q (3412.287809 sec): 3 clusters Score: Raw -1788693.857937 + Penalty 3108.717241 = -1785585.140696 nChanged 209 SP:Iteration 71Q (3412.347936 sec): 3 clusters Score: Raw -1788760.144471 + Penalty 3108.717241 = -1785651.427230 nChanged 182 SP:Iteration 72Q (3412.413369 sec): 3 clusters Score: Raw -1788808.570366 + Penalty 3108.717241 = -1785699.853125 nChanged 153 SP:Iteration 73Q (3412.493882 sec): 3 clusters Score: Raw -1788847.804690 + Penalty 3108.717241 = -1785739.087450 nChanged 132 SP:Iteration 74Q (3412.560104 sec): 3 clusters Score: Raw -1788880.320900 + Penalty 3108.717241 = -1785771.603660 nChanged 139 SP:Iteration 75Q (3412.619790 sec): 3 clusters Score: Raw -1788917.673476 + Penalty 3108.717241 = -1785808.956235 nChanged 120 SP:Iteration 76Q (3412.683565 sec): 3 clusters Score: Raw -1788946.348403 + Penalty 3108.717241 = -1785837.631162 nChanged 125 SP:Iteration 77Q (3412.748669 sec): 3 clusters Score: Raw -1788980.066615 + Penalty 3108.717241 = -1785871.349374 nChanged 134 SP:Iteration 78Q (3412.820246 sec): 3 clusters Score: Raw -1789016.129590 + Penalty 3108.717241 = -1785907.412349 nChanged 116 SP:Iteration 79Q (3412.872405 sec): 3 clusters Score: Raw -1789043.430734 + Penalty 3108.717241 = -1785934.713494 nChanged 112 SP:Iteration 80F (3412.941213 sec): 3 clusters Score: Raw -1789069.664085 + Penalty 3108.717241 = -1785960.946844 nChanged 106 SP:Iteration 81Q (3413.015667 sec): 3 clusters Score: Raw -1789099.796998 + Penalty 3108.717241 = -1785991.079758 nChanged 108 SP:Iteration 82Q (3413.083036 sec): 3 clusters Score: Raw -1789124.039814 + Penalty 3108.717241 = -1786015.322573 nChanged 90 SP:Iteration 83Q (3413.138990 sec): 3 clusters Score: Raw -1789143.859029 + Penalty 3108.717241 = -1786035.141788 nChanged 84 SP:Iteration 84Q (3413.205116 sec): 3 clusters Score: Raw -1789163.427255 + Penalty 3108.717241 = -1786054.710015 nChanged 77 SP:Iteration 85Q (3413.270663 sec): 3 clusters Score: Raw -1789180.023273 + Penalty 3108.717241 = -1786071.306033 nChanged 66 SP:Iteration 86Q (3413.343110 sec): 3 clusters Score: Raw -1789194.937084 + Penalty 3108.717241 = -1786086.219843 nChanged 60 SP:Iteration 87Q (3413.393872 sec): 3 clusters Score: Raw -1789207.134448 + Penalty 3108.717241 = -1786098.417207 nChanged 62 SP:Iteration 88Q (3413.466258 sec): 3 clusters Score: Raw -1789220.563141 + Penalty 3108.717241 = -1786111.845900 nChanged 58 SP:Iteration 89Q (3413.537140 sec): 3 clusters Score: Raw -1789232.628349 + Penalty 3108.717241 = -1786123.911108 nChanged 54 SP:Iteration 90Q (3413.607318 sec): 3 clusters Score: Raw -1789243.411367 + Penalty 3108.717241 = -1786134.694127 nChanged 43 SP:Iteration 91Q (3413.685584 sec): 3 clusters Score: Raw -1789251.663901 + Penalty 3108.717241 = -1786142.946660 nChanged 34 SP:Iteration 92Q (3413.754898 sec): 3 clusters Score: Raw -1789258.596180 + Penalty 3108.717241 = -1786149.878939 nChanged 29 SP:Iteration 93Q (3413.812645 sec): 3 clusters Score: Raw -1789264.028796 + Penalty 3108.717241 = -1786155.311555 nChanged 19 SP:Iteration 94Q (3413.891373 sec): 3 clusters Score: Raw -1789267.710174 + Penalty 3108.717241 = -1786158.992933 nChanged 19 SP:Iteration 95Q (3413.960312 sec): 3 clusters Score: Raw -1789271.298140 + Penalty 3108.717241 = -1786162.580899 nChanged 20 SP:Iteration 96Q (3414.030575 sec): 3 clusters Score: Raw -1789274.873676 + Penalty 3108.717241 = -1786166.156436 nChanged 26 SP:Iteration 97Q (3414.094597 sec): 3 clusters Score: Raw -1789278.807733 + Penalty 3108.717241 = -1786170.090492 nChanged 21 SP:Iteration 98Q (3414.150577 sec): 3 clusters Score: Raw -1789283.203169 + Penalty 3108.717241 = -1786174.485928 nChanged 20 SP:Iteration 99Q (3414.224003 sec): 3 clusters Score: Raw -1789286.522604 + Penalty 3108.717241 = -1786177.805364 nChanged 24 SP:Iteration 100F (3414.280614 sec): 3 clusters Score: Raw -1789290.019921 + Penalty 3108.717241 = -1786181.302680 nChanged 16 SP:Iteration 101Q (3414.344351 sec): 3 clusters Score: Raw -1789292.837340 + Penalty 3108.717241 = -1786184.120099 nChanged 22 SP:Iteration 102Q (3414.414394 sec): 3 clusters Score: Raw -1789296.799504 + Penalty 3108.717241 = -1786188.082263 nChanged 21 SP:Iteration 103Q (3414.483460 sec): 3 clusters Score: Raw -1789300.484960 + Penalty 3108.717241 = -1786191.767719 nChanged 20 SP:Iteration 104Q (3414.542979 sec): 3 clusters Score: Raw -1789303.799874 + Penalty 3108.717241 = -1786195.082633 nChanged 17 SP:Iteration 105Q (3414.618633 sec): 3 clusters Score: Raw -1789306.206434 + Penalty 3108.717241 = -1786197.489193 nChanged 14 SP:Iteration 106Q (3414.683583 sec): 3 clusters Score: Raw -1789308.145689 + Penalty 3108.717241 = -1786199.428448 nChanged 13 SP:Iteration 107Q (3414.747989 sec): 3 clusters Score: Raw -1789309.711702 + Penalty 3108.717241 = -1786200.994461 nChanged 6 SP:Iteration 108Q (3414.801060 sec): 3 clusters Score: Raw -1789310.718927 + Penalty 3108.717241 = -1786202.001686 nChanged 5 SP:Iteration 109Q (3414.866941 sec): 3 clusters Score: Raw -1789311.615105 + Penalty 3108.717241 = -1786202.897864 nChanged 7 SP:Iteration 110Q (3414.920548 sec): 3 clusters Score: Raw -1789312.509708 + Penalty 3108.717241 = -1786203.792468 nChanged 4 SP:Iteration 111Q (3414.992007 sec): 3 clusters Score: Raw -1789312.951397 + Penalty 3108.717241 = -1786204.234156 nChanged 3 SP:Iteration 112Q (3415.047193 sec): 3 clusters Score: Raw -1789313.292917 + Penalty 3108.717241 = -1786204.575677 nChanged 1 SP:Iteration 113Q (3415.109053 sec): 3 clusters Score: Raw -1789313.613160 + Penalty 3108.717241 = -1786204.895919 nChanged 2 SP:Iteration 114Q (3415.178545 sec): 3 clusters Score: Raw -1789313.851989 + Penalty 3108.717241 = -1786205.134748 nChanged 3 SP:Iteration 115Q (3415.228421 sec): 3 clusters Score: Raw -1789314.343150 + Penalty 3108.717241 = -1786205.625909 nChanged 1 SP:Iteration 116Q (3415.286802 sec): 3 clusters Score: Raw -1789314.414016 + Penalty 3108.717241 = -1786205.696776 nChanged 0 SP:Iteration 117F (3415.353174 sec): 3 clusters Score: Raw -1789314.414016 + Penalty 3108.717241 = -1786205.696776 nChanged 0 Trying to split cluster 20 (12241 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3415.390104 sec): 2 clusters Score: Raw -1407287.021564 + Penalty 1529.538766 = -1405757.482798 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3415.456691 sec): 3 clusters Score: Raw -1400397.573712 + Penalty 3059.077532 = -1397338.496180 nChanged 5443 SP:Iteration 1F (3415.516580 sec): 3 clusters Score: Raw -1404460.836413 + Penalty 3059.077532 = -1401401.758881 nChanged 1252 SP:Iteration 2F (3415.585339 sec): 3 clusters Score: Raw -1405722.113676 + Penalty 3059.077532 = -1402663.036144 nChanged 1142 SP:Iteration 3F (3415.655780 sec): 3 clusters Score: Raw -1406765.086173 + Penalty 3059.077532 = -1403706.008641 nChanged 892 SP:Iteration 4F (3415.710405 sec): 3 clusters Score: Raw -1407478.208438 + Penalty 3059.077532 = -1404419.130906 nChanged 694 SP:Iteration 5F (3415.775749 sec): 3 clusters Score: Raw -1407953.926686 + Penalty 3059.077532 = -1404894.849154 nChanged 475 SP:Iteration 6Q (3415.820509 sec): 3 clusters Score: Raw -1408241.157265 + Penalty 3059.077532 = -1405182.079733 nChanged 336 SP:Iteration 7Q (3415.890561 sec): 3 clusters Score: Raw -1408382.140190 + Penalty 3059.077532 = -1405323.062658 nChanged 226 SP:Iteration 8Q (3415.942182 sec): 3 clusters Score: Raw -1408460.870786 + Penalty 3059.077532 = -1405401.793254 nChanged 145 SP:Iteration 9Q (3416.007397 sec): 3 clusters Score: Raw -1408498.873800 + Penalty 3059.077532 = -1405439.796268 nChanged 118 SP:Iteration 10Q (3416.064803 sec): 3 clusters Score: Raw -1408527.096589 + Penalty 3059.077532 = -1405468.019058 nChanged 123 SP:Iteration 11Q (3416.142263 sec): 3 clusters Score: Raw -1408551.361996 + Penalty 3059.077532 = -1405492.284464 nChanged 89 SP:Iteration 12Q (3416.208718 sec): 3 clusters Score: Raw -1408572.767623 + Penalty 3059.077532 = -1405513.690091 nChanged 86 SP:Iteration 13Q (3416.274432 sec): 3 clusters Score: Raw -1408592.463252 + Penalty 3059.077532 = -1405533.385720 nChanged 76 SP:Iteration 14Q (3416.331172 sec): 3 clusters Score: Raw -1408606.567003 + Penalty 3059.077532 = -1405547.489471 nChanged 59 SP:Iteration 15Q (3416.404051 sec): 3 clusters Score: Raw -1408617.705985 + Penalty 3059.077532 = -1405558.628453 nChanged 59 SP:Iteration 16Q (3416.463705 sec): 3 clusters Score: Raw -1408628.780624 + Penalty 3059.077532 = -1405569.703092 nChanged 46 SP:Iteration 17Q (3416.526275 sec): 3 clusters Score: Raw -1408638.086413 + Penalty 3059.077532 = -1405579.008882 nChanged 51 SP:Iteration 18Q (3416.598105 sec): 3 clusters Score: Raw -1408647.782577 + Penalty 3059.077532 = -1405588.705045 nChanged 52 SP:Iteration 19Q (3416.659917 sec): 3 clusters Score: Raw -1408655.671782 + Penalty 3059.077532 = -1405596.594251 nChanged 49 SP:Iteration 20F (3416.724365 sec): 3 clusters Score: Raw -1408664.325076 + Penalty 3059.077532 = -1405605.247544 nChanged 58 SP:Iteration 21Q (3416.790582 sec): 3 clusters Score: Raw -1408674.856646 + Penalty 3059.077532 = -1405615.779114 nChanged 65 SP:Iteration 22Q (3416.859480 sec): 3 clusters Score: Raw -1408684.138384 + Penalty 3059.077532 = -1405625.060853 nChanged 53 SP:Iteration 23Q (3416.928709 sec): 3 clusters Score: Raw -1408691.887247 + Penalty 3059.077532 = -1405632.809715 nChanged 45 SP:Iteration 24Q (3417.005351 sec): 3 clusters Score: Raw -1408698.776692 + Penalty 3059.077532 = -1405639.699160 nChanged 41 SP:Iteration 25Q (3417.065041 sec): 3 clusters Score: Raw -1408702.964443 + Penalty 3059.077532 = -1405643.886911 nChanged 27 SP:Iteration 26Q (3417.136854 sec): 3 clusters Score: Raw -1408706.037899 + Penalty 3059.077532 = -1405646.960367 nChanged 30 SP:Iteration 27Q (3417.191836 sec): 3 clusters Score: Raw -1408709.615286 + Penalty 3059.077532 = -1405650.537754 nChanged 26 SP:Iteration 28Q (3417.247556 sec): 3 clusters Score: Raw -1408713.055230 + Penalty 3059.077532 = -1405653.977698 nChanged 23 SP:Iteration 29Q (3417.317891 sec): 3 clusters Score: Raw -1408714.671903 + Penalty 3059.077532 = -1405655.594371 nChanged 14 SP:Iteration 30Q (3417.386679 sec): 3 clusters Score: Raw -1408715.934520 + Penalty 3059.077532 = -1405656.856988 nChanged 10 SP:Iteration 31Q (3417.448176 sec): 3 clusters Score: Raw -1408716.599515 + Penalty 3059.077532 = -1405657.521983 nChanged 8 SP:Iteration 32Q (3417.516085 sec): 3 clusters Score: Raw -1408717.040148 + Penalty 3059.077532 = -1405657.962616 nChanged 6 SP:Iteration 33Q (3417.585681 sec): 3 clusters Score: Raw -1408717.728727 + Penalty 3059.077532 = -1405658.651195 nChanged 8 SP:Iteration 34Q (3417.664838 sec): 3 clusters Score: Raw -1408718.411628 + Penalty 3059.077532 = -1405659.334096 nChanged 9 SP:Iteration 35Q (3417.733455 sec): 3 clusters Score: Raw -1408719.659353 + Penalty 3059.077532 = -1405660.581822 nChanged 12 SP:Iteration 36Q (3417.791740 sec): 3 clusters Score: Raw -1408720.822953 + Penalty 3059.077532 = -1405661.745421 nChanged 10 SP:Iteration 37Q (3417.872454 sec): 3 clusters Score: Raw -1408722.295405 + Penalty 3059.077532 = -1405663.217873 nChanged 7 SP:Iteration 38Q (3417.940926 sec): 3 clusters Score: Raw -1408723.372089 + Penalty 3059.077532 = -1405664.294557 nChanged 13 SP:Iteration 39Q (3418.006447 sec): 3 clusters Score: Raw -1408724.660519 + Penalty 3059.077532 = -1405665.582987 nChanged 9 SP:Iteration 40F (3418.066860 sec): 3 clusters Score: Raw -1408725.597885 + Penalty 3059.077532 = -1405666.520353 nChanged 8 SP:Iteration 41Q (3418.134957 sec): 3 clusters Score: Raw -1408726.492049 + Penalty 3059.077532 = -1405667.414517 nChanged 8 SP:Iteration 42Q (3418.209187 sec): 3 clusters Score: Raw -1408727.058323 + Penalty 3059.077532 = -1405667.980791 nChanged 4 SP:Iteration 43Q (3418.276804 sec): 3 clusters Score: Raw -1408727.299213 + Penalty 3059.077532 = -1405668.221681 nChanged 4 SP:Iteration 44Q (3418.345254 sec): 3 clusters Score: Raw -1408727.667692 + Penalty 3059.077532 = -1405668.590160 nChanged 4 SP:Iteration 45Q (3418.403044 sec): 3 clusters Score: Raw -1408728.013183 + Penalty 3059.077532 = -1405668.935651 nChanged 3 SP:Iteration 46Q (3418.482974 sec): 3 clusters Score: Raw -1408728.137565 + Penalty 3059.077532 = -1405669.060033 nChanged 1 SP:Iteration 47Q (3418.551629 sec): 3 clusters Score: Raw -1408728.168992 + Penalty 3059.077532 = -1405669.091460 nChanged 0 SP:Iteration 48F (3418.611235 sec): 3 clusters Score: Raw -1408728.168992 + Penalty 3059.077532 = -1405669.091460 nChanged 0 Trying to split cluster 21 (2126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3418.637474 sec): 2 clusters Score: Raw -292765.811550 + Penalty 1245.074603 = -291520.736947 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3418.700929 sec): 3 clusters Score: Raw -291840.652830 + Penalty 2490.149207 = -289350.503623 nChanged 754 SP:Iteration 1F (3418.748159 sec): 3 clusters Score: Raw -292331.084916 + Penalty 2490.149207 = -289840.935710 nChanged 166 SP:Iteration 2F (3418.789703 sec): 3 clusters Score: Raw -292437.768284 + Penalty 2490.149207 = -289947.619077 nChanged 104 SP:Iteration 3Q (3418.822351 sec): 3 clusters Score: Raw -292510.430172 + Penalty 2490.149207 = -290020.280965 nChanged 77 SP:Iteration 4Q (3418.872474 sec): 3 clusters Score: Raw -292562.642786 + Penalty 2490.149207 = -290072.493580 nChanged 57 SP:Iteration 5Q (3418.907202 sec): 3 clusters Score: Raw -292595.769886 + Penalty 2490.149207 = -290105.620680 nChanged 41 SP:Iteration 6Q (3418.940497 sec): 3 clusters Score: Raw -292618.344955 + Penalty 2490.149207 = -290128.195748 nChanged 40 SP:Iteration 7Q (3418.981305 sec): 3 clusters Score: Raw -292633.599217 + Penalty 2490.149207 = -290143.450010 nChanged 37 SP:Iteration 8Q (3419.021866 sec): 3 clusters Score: Raw -292648.702767 + Penalty 2490.149207 = -290158.553561 nChanged 36 SP:Iteration 9Q (3419.062749 sec): 3 clusters Score: Raw -292666.045252 + Penalty 2490.149207 = -290175.896045 nChanged 31 SP:Iteration 10Q (3419.103466 sec): 3 clusters Score: Raw -292683.327564 + Penalty 2490.149207 = -290193.178357 nChanged 31 SP:Iteration 11Q (3419.153094 sec): 3 clusters Score: Raw -292703.032994 + Penalty 2490.149207 = -290212.883787 nChanged 33 SP:Iteration 12Q (3419.193882 sec): 3 clusters Score: Raw -292720.529652 + Penalty 2490.149207 = -290230.380446 nChanged 34 SP:Iteration 13Q (3419.226014 sec): 3 clusters Score: Raw -292738.374788 + Penalty 2490.149207 = -290248.225582 nChanged 31 SP:Iteration 14Q (3419.266827 sec): 3 clusters Score: Raw -292754.603189 + Penalty 2490.149207 = -290264.453983 nChanged 26 SP:Iteration 15Q (3419.306052 sec): 3 clusters Score: Raw -292769.402417 + Penalty 2490.149207 = -290279.253210 nChanged 30 SP:Iteration 16Q (3419.346917 sec): 3 clusters Score: Raw -292786.133170 + Penalty 2490.149207 = -290295.983963 nChanged 28 SP:Iteration 17Q (3419.391508 sec): 3 clusters Score: Raw -292800.631511 + Penalty 2490.149207 = -290310.482304 nChanged 35 SP:Iteration 18Q (3419.442710 sec): 3 clusters Score: Raw -292822.346441 + Penalty 2490.149207 = -290332.197235 nChanged 31 SP:Iteration 19Q (3419.502591 sec): 3 clusters Score: Raw -292841.852712 + Penalty 2490.149207 = -290351.703506 nChanged 33 SP:Iteration 20F (3419.542189 sec): 3 clusters Score: Raw -292862.232610 + Penalty 2490.149207 = -290372.083403 nChanged 34 SP:Iteration 21Q (3419.591314 sec): 3 clusters Score: Raw -292882.101528 + Penalty 2490.149207 = -290391.952321 nChanged 31 SP:Iteration 22Q (3419.650269 sec): 3 clusters Score: Raw -292905.937890 + Penalty 2490.149207 = -290415.788683 nChanged 35 SP:Iteration 23Q (3419.692048 sec): 3 clusters Score: Raw -292930.865699 + Penalty 2490.149207 = -290440.716492 nChanged 25 SP:Iteration 24Q (3419.753008 sec): 3 clusters Score: Raw -292947.216851 + Penalty 2490.149207 = -290457.067644 nChanged 22 SP:Iteration 25Q (3419.793397 sec): 3 clusters Score: Raw -292971.552601 + Penalty 2490.149207 = -290481.403394 nChanged 35 SP:Iteration 26Q (3419.851167 sec): 3 clusters Score: Raw -293002.700355 + Penalty 2490.149207 = -290512.551148 nChanged 28 SP:Iteration 27Q (3419.901922 sec): 3 clusters Score: Raw -293024.775053 + Penalty 2490.149207 = -290534.625846 nChanged 25 SP:Iteration 28Q (3419.956199 sec): 3 clusters Score: Raw -293044.923009 + Penalty 2490.149207 = -290554.773803 nChanged 21 SP:Iteration 29Q (3419.993566 sec): 3 clusters Score: Raw -293065.905780 + Penalty 2490.149207 = -290575.756573 nChanged 24 SP:Iteration 30Q (3420.047675 sec): 3 clusters Score: Raw -293093.691376 + Penalty 2490.149207 = -290603.542170 nChanged 25 SP:Iteration 31Q (3420.099912 sec): 3 clusters Score: Raw -293118.792004 + Penalty 2490.149207 = -290628.642797 nChanged 26 SP:Iteration 32Q (3420.142117 sec): 3 clusters Score: Raw -293147.491552 + Penalty 2490.149207 = -290657.342345 nChanged 32 SP:Iteration 33Q (3420.200932 sec): 3 clusters Score: Raw -293176.784156 + Penalty 2490.149207 = -290686.634949 nChanged 27 SP:Iteration 34Q (3420.252184 sec): 3 clusters Score: Raw -293197.058337 + Penalty 2490.149207 = -290706.909130 nChanged 18 SP:Iteration 35Q (3420.302597 sec): 3 clusters Score: Raw -293216.335198 + Penalty 2490.149207 = -290726.185991 nChanged 19 SP:Iteration 36Q (3420.353576 sec): 3 clusters Score: Raw -293230.294746 + Penalty 2490.149207 = -290740.145539 nChanged 6 SP:Iteration 37Q (3420.393836 sec): 3 clusters Score: Raw -293236.476227 + Penalty 2490.149207 = -290746.327020 nChanged 10 SP:Iteration 38Q (3420.444964 sec): 3 clusters Score: Raw -293249.124361 + Penalty 2490.149207 = -290758.975154 nChanged 18 SP:Iteration 39Q (3420.491426 sec): 3 clusters Score: Raw -293267.596872 + Penalty 2490.149207 = -290777.447666 nChanged 13 SP:Iteration 40F (3420.540357 sec): 3 clusters Score: Raw -293284.471987 + Penalty 2490.149207 = -290794.322780 nChanged 9 SP:Iteration 41Q (3420.579339 sec): 3 clusters Score: Raw -293292.212451 + Penalty 2490.149207 = -290802.063245 nChanged 9 SP:Iteration 42Q (3420.626735 sec): 3 clusters Score: Raw -293297.666117 + Penalty 2490.149207 = -290807.516911 nChanged 7 SP:Iteration 43Q (3420.674103 sec): 3 clusters Score: Raw -293301.682044 + Penalty 2490.149207 = -290811.532838 nChanged 6 SP:Iteration 44Q (3420.713780 sec): 3 clusters Score: Raw -293305.519620 + Penalty 2490.149207 = -290815.370413 nChanged 6 SP:Iteration 45Q (3420.746648 sec): 3 clusters Score: Raw -293310.206094 + Penalty 2490.149207 = -290820.056887 nChanged 3 SP:Iteration 46Q (3420.786833 sec): 3 clusters Score: Raw -293313.380162 + Penalty 2490.149207 = -290823.230955 nChanged 2 SP:Iteration 47Q (3420.831467 sec): 3 clusters Score: Raw -293314.178393 + Penalty 2490.149207 = -290824.029186 nChanged 1 SP:Iteration 48Q (3420.877924 sec): 3 clusters Score: Raw -293314.520182 + Penalty 2490.149207 = -290824.370976 nChanged 1 SP:Iteration 49Q (3420.932654 sec): 3 clusters Score: Raw -293314.720304 + Penalty 2490.149207 = -290824.571098 nChanged 0 SP:Iteration 50F (3420.971043 sec): 3 clusters Score: Raw -293314.720304 + Penalty 2490.149207 = -290824.571098 nChanged 0 Trying to split cluster 22 (14871 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3421.017666 sec): 2 clusters Score: Raw -1984676.587097 + Penalty 1561.164847 = -1983115.422250 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3421.062369 sec): 3 clusters Score: Raw -1975970.550457 + Penalty 3122.329693 = -1972848.220764 nChanged 6590 SP:Iteration 1F (3421.132438 sec): 3 clusters Score: Raw -1979607.769943 + Penalty 3122.329693 = -1976485.440250 nChanged 821 SP:Iteration 2F (3421.206237 sec): 3 clusters Score: Raw -1980009.793047 + Penalty 3122.329693 = -1976887.463353 nChanged 813 SP:Iteration 3F (3421.276395 sec): 3 clusters Score: Raw -1980462.080974 + Penalty 3122.329693 = -1977339.751281 nChanged 888 SP:Iteration 4F (3421.340657 sec): 3 clusters Score: Raw -1980986.222075 + Penalty 3122.329693 = -1977863.892382 nChanged 999 SP:Iteration 5F (3421.410047 sec): 3 clusters Score: Raw -1981724.274843 + Penalty 3122.329693 = -1978601.945150 nChanged 1184 SP:Iteration 6F (3421.480450 sec): 3 clusters Score: Raw -1982733.528733 + Penalty 3122.329693 = -1979611.199039 nChanged 1138 SP:Iteration 7F (3421.560761 sec): 3 clusters Score: Raw -1983675.612650 + Penalty 3122.329693 = -1980553.282957 nChanged 860 SP:Iteration 8F (3421.630127 sec): 3 clusters Score: Raw -1984308.766712 + Penalty 3122.329693 = -1981186.437019 nChanged 563 SP:Iteration 9Q (3421.688620 sec): 3 clusters Score: Raw -1984659.811870 + Penalty 3122.329693 = -1981537.482177 nChanged 411 SP:Iteration 10Q (3421.757802 sec): 3 clusters Score: Raw -1984892.451155 + Penalty 3122.329693 = -1981770.121461 nChanged 313 SP:Iteration 11Q (3421.829127 sec): 3 clusters Score: Raw -1985046.669370 + Penalty 3122.329693 = -1981924.339677 nChanged 237 SP:Iteration 12Q (3421.906763 sec): 3 clusters Score: Raw -1985161.272302 + Penalty 3122.329693 = -1982038.942609 nChanged 212 SP:Iteration 13Q (3421.974351 sec): 3 clusters Score: Raw -1985259.108383 + Penalty 3122.329693 = -1982136.778690 nChanged 197 SP:Iteration 14Q (3422.033221 sec): 3 clusters Score: Raw -1985333.554625 + Penalty 3122.329693 = -1982211.224932 nChanged 155 SP:Iteration 15Q (3422.107400 sec): 3 clusters Score: Raw -1985391.325177 + Penalty 3122.329693 = -1982268.995484 nChanged 130 SP:Iteration 16Q (3422.173310 sec): 3 clusters Score: Raw -1985443.982233 + Penalty 3122.329693 = -1982321.652540 nChanged 120 SP:Iteration 17Q (3422.229589 sec): 3 clusters Score: Raw -1985487.193286 + Penalty 3122.329693 = -1982364.863593 nChanged 97 SP:Iteration 18Q (3422.306531 sec): 3 clusters Score: Raw -1985519.849981 + Penalty 3122.329693 = -1982397.520287 nChanged 85 SP:Iteration 19Q (3422.368816 sec): 3 clusters Score: Raw -1985544.341411 + Penalty 3122.329693 = -1982422.011718 nChanged 76 SP:Iteration 20F (3422.433542 sec): 3 clusters Score: Raw -1985564.671513 + Penalty 3122.329693 = -1982442.341819 nChanged 68 SP:Iteration 21Q (3422.508670 sec): 3 clusters Score: Raw -1985582.641286 + Penalty 3122.329693 = -1982460.311593 nChanged 65 SP:Iteration 22Q (3422.566378 sec): 3 clusters Score: Raw -1985597.962771 + Penalty 3122.329693 = -1982475.633078 nChanged 47 SP:Iteration 23Q (3422.629707 sec): 3 clusters Score: Raw -1985610.719228 + Penalty 3122.329693 = -1982488.389534 nChanged 53 SP:Iteration 24Q (3422.684878 sec): 3 clusters Score: Raw -1985622.887133 + Penalty 3122.329693 = -1982500.557440 nChanged 47 SP:Iteration 25Q (3422.757934 sec): 3 clusters Score: Raw -1985632.769536 + Penalty 3122.329693 = -1982510.439843 nChanged 36 SP:Iteration 26Q (3422.809189 sec): 3 clusters Score: Raw -1985639.306955 + Penalty 3122.329693 = -1982516.977262 nChanged 30 SP:Iteration 27Q (3422.876234 sec): 3 clusters Score: Raw -1985645.599500 + Penalty 3122.329693 = -1982523.269807 nChanged 30 SP:Iteration 28Q (3422.952022 sec): 3 clusters Score: Raw -1985650.836589 + Penalty 3122.329693 = -1982528.506896 nChanged 20 SP:Iteration 29Q (3423.021751 sec): 3 clusters Score: Raw -1985655.166429 + Penalty 3122.329693 = -1982532.836736 nChanged 35 SP:Iteration 30Q (3423.091197 sec): 3 clusters Score: Raw -1985662.092812 + Penalty 3122.329693 = -1982539.763119 nChanged 35 SP:Iteration 31Q (3423.150631 sec): 3 clusters Score: Raw -1985668.527263 + Penalty 3122.329693 = -1982546.197570 nChanged 21 SP:Iteration 32Q (3423.225045 sec): 3 clusters Score: Raw -1985672.852291 + Penalty 3122.329693 = -1982550.522598 nChanged 29 SP:Iteration 33Q (3423.276939 sec): 3 clusters Score: Raw -1985677.757059 + Penalty 3122.329693 = -1982555.427366 nChanged 25 SP:Iteration 34Q (3423.344449 sec): 3 clusters Score: Raw -1985682.291183 + Penalty 3122.329693 = -1982559.961490 nChanged 20 SP:Iteration 35Q (3423.409463 sec): 3 clusters Score: Raw -1985686.260196 + Penalty 3122.329693 = -1982563.930503 nChanged 22 SP:Iteration 36Q (3423.482430 sec): 3 clusters Score: Raw -1985689.277530 + Penalty 3122.329693 = -1982566.947836 nChanged 21 SP:Iteration 37Q (3423.547288 sec): 3 clusters Score: Raw -1985692.525688 + Penalty 3122.329693 = -1982570.195995 nChanged 18 SP:Iteration 38Q (3423.611345 sec): 3 clusters Score: Raw -1985694.836486 + Penalty 3122.329693 = -1982572.506793 nChanged 13 SP:Iteration 39Q (3423.683704 sec): 3 clusters Score: Raw -1985696.926589 + Penalty 3122.329693 = -1982574.596896 nChanged 14 SP:Iteration 40F (3423.755646 sec): 3 clusters Score: Raw -1985699.294597 + Penalty 3122.329693 = -1982576.964904 nChanged 15 SP:Iteration 41Q (3423.821239 sec): 3 clusters Score: Raw -1985701.684360 + Penalty 3122.329693 = -1982579.354666 nChanged 13 SP:Iteration 42Q (3423.882577 sec): 3 clusters Score: Raw -1985703.648903 + Penalty 3122.329693 = -1982581.319210 nChanged 14 SP:Iteration 43Q (3423.958329 sec): 3 clusters Score: Raw -1985705.480718 + Penalty 3122.329693 = -1982583.151025 nChanged 12 SP:Iteration 44Q (3424.025851 sec): 3 clusters Score: Raw -1985706.780848 + Penalty 3122.329693 = -1982584.451154 nChanged 8 SP:Iteration 45Q (3424.093813 sec): 3 clusters Score: Raw -1985707.694337 + Penalty 3122.329693 = -1982585.364644 nChanged 8 SP:Iteration 46Q (3424.159177 sec): 3 clusters Score: Raw -1985708.403790 + Penalty 3122.329693 = -1982586.074097 nChanged 12 SP:Iteration 47Q (3424.215173 sec): 3 clusters Score: Raw -1985709.526798 + Penalty 3122.329693 = -1982587.197104 nChanged 7 SP:Iteration 48Q (3424.283764 sec): 3 clusters Score: Raw -1985710.205500 + Penalty 3122.329693 = -1982587.875806 nChanged 6 SP:Iteration 49Q (3424.349120 sec): 3 clusters Score: Raw -1985710.630368 + Penalty 3122.329693 = -1982588.300675 nChanged 4 SP:Iteration 50Q (3424.409235 sec): 3 clusters Score: Raw -1985711.399978 + Penalty 3122.329693 = -1982589.070285 nChanged 3 SP:Iteration 51Q (3424.472553 sec): 3 clusters Score: Raw -1985712.074961 + Penalty 3122.329693 = -1982589.745268 nChanged 5 SP:Iteration 52Q (3424.537796 sec): 3 clusters Score: Raw -1985712.857305 + Penalty 3122.329693 = -1982590.527612 nChanged 3 SP:Iteration 53Q (3424.603135 sec): 3 clusters Score: Raw -1985712.997170 + Penalty 3122.329693 = -1982590.667477 nChanged 2 SP:Iteration 54Q (3424.664271 sec): 3 clusters Score: Raw -1985713.135255 + Penalty 3122.329693 = -1982590.805562 nChanged 0 SP:Iteration 55F (3424.732314 sec): 3 clusters Score: Raw -1985713.135255 + Penalty 3122.329693 = -1982590.805562 nChanged 0 Trying to split cluster 23 (109101 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3424.907202 sec): 2 clusters Score: Raw -14766989.793739 + Penalty 1885.004767 = -14765104.788972 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3425.139301 sec): 3 clusters Score: Raw -14695727.011157 + Penalty 3770.009535 = -14691957.001622 nChanged 52267 SP:Iteration 1F (3425.350460 sec): 3 clusters Score: Raw -14727142.864881 + Penalty 3770.009535 = -14723372.855346 nChanged 4615 SP:Iteration 2Q (3425.592984 sec): 3 clusters Score: Raw -14728776.839463 + Penalty 3770.009535 = -14725006.829929 nChanged 5161 SP:Iteration 3Q (3425.831714 sec): 3 clusters Score: Raw -14730939.789783 + Penalty 3770.009535 = -14727169.780249 nChanged 5783 SP:Iteration 4F (3426.043279 sec): 3 clusters Score: Raw -14733888.817637 + Penalty 3770.009535 = -14730118.808102 nChanged 6463 SP:Iteration 5F (3426.256491 sec): 3 clusters Score: Raw -14737900.313228 + Penalty 3770.009535 = -14734130.303693 nChanged 7020 SP:Iteration 6F (3426.449963 sec): 3 clusters Score: Raw -14742924.708033 + Penalty 3770.009535 = -14739154.698498 nChanged 6929 SP:Iteration 7F (3426.676536 sec): 3 clusters Score: Raw -14747876.735731 + Penalty 3770.009535 = -14744106.726197 nChanged 6041 SP:Iteration 8F (3426.903801 sec): 3 clusters Score: Raw -14751448.598222 + Penalty 3770.009535 = -14747678.588687 nChanged 4507 SP:Iteration 9Q (3427.132535 sec): 3 clusters Score: Raw -14753320.097055 + Penalty 3770.009535 = -14749550.087520 nChanged 2914 SP:Iteration 10Q (3427.361409 sec): 3 clusters Score: Raw -14754221.598936 + Penalty 3770.009535 = -14750451.589401 nChanged 2097 SP:Iteration 11Q (3427.591583 sec): 3 clusters Score: Raw -14754772.387277 + Penalty 3770.009535 = -14751002.377743 nChanged 1658 SP:Iteration 12Q (3427.815545 sec): 3 clusters Score: Raw -14755221.590458 + Penalty 3770.009535 = -14751451.580923 nChanged 1542 SP:Iteration 13Q (3428.023314 sec): 3 clusters Score: Raw -14755618.478478 + Penalty 3770.009535 = -14751848.468943 nChanged 1481 SP:Iteration 14Q (3428.241769 sec): 3 clusters Score: Raw -14755989.373963 + Penalty 3770.009535 = -14752219.364429 nChanged 1401 SP:Iteration 15Q (3428.468454 sec): 3 clusters Score: Raw -14756335.561984 + Penalty 3770.009535 = -14752565.552450 nChanged 1357 SP:Iteration 16Q (3428.698628 sec): 3 clusters Score: Raw -14756662.199779 + Penalty 3770.009535 = -14752892.190244 nChanged 1269 SP:Iteration 17Q (3428.903706 sec): 3 clusters Score: Raw -14756940.727381 + Penalty 3770.009535 = -14753170.717846 nChanged 1208 SP:Iteration 18Q (3429.124733 sec): 3 clusters Score: Raw -14757191.667638 + Penalty 3770.009535 = -14753421.658103 nChanged 1164 SP:Iteration 19Q (3429.354439 sec): 3 clusters Score: Raw -14757425.005950 + Penalty 3770.009535 = -14753654.996416 nChanged 1073 SP:Iteration 20F (3429.566292 sec): 3 clusters Score: Raw -14757629.437779 + Penalty 3770.009535 = -14753859.428244 nChanged 983 SP:Iteration 21Q (3429.786108 sec): 3 clusters Score: Raw -14757811.796781 + Penalty 3770.009535 = -14754041.787246 nChanged 990 SP:Iteration 22Q (3429.993226 sec): 3 clusters Score: Raw -14757998.603186 + Penalty 3770.009535 = -14754228.593651 nChanged 988 SP:Iteration 23Q (3430.219553 sec): 3 clusters Score: Raw -14758184.033968 + Penalty 3770.009535 = -14754414.024433 nChanged 973 SP:Iteration 24Q (3430.450431 sec): 3 clusters Score: Raw -14758357.793161 + Penalty 3770.009535 = -14754587.783626 nChanged 910 SP:Iteration 25Q (3430.679516 sec): 3 clusters Score: Raw -14758521.286498 + Penalty 3770.009535 = -14754751.276963 nChanged 920 SP:Iteration 26Q (3430.901452 sec): 3 clusters Score: Raw -14758692.990041 + Penalty 3770.009535 = -14754922.980506 nChanged 864 SP:Iteration 27Q (3431.119081 sec): 3 clusters Score: Raw -14758841.069478 + Penalty 3770.009535 = -14755071.059943 nChanged 839 SP:Iteration 28Q (3431.322198 sec): 3 clusters Score: Raw -14758989.546773 + Penalty 3770.009535 = -14755219.537238 nChanged 850 SP:Iteration 29Q (3431.556118 sec): 3 clusters Score: Raw -14759134.020129 + Penalty 3770.009535 = -14755364.010594 nChanged 839 SP:Iteration 30Q (3431.780923 sec): 3 clusters Score: Raw -14759274.511634 + Penalty 3770.009535 = -14755504.502100 nChanged 794 SP:Iteration 31Q (3432.003530 sec): 3 clusters Score: Raw -14759396.026082 + Penalty 3770.009535 = -14755626.016547 nChanged 719 SP:Iteration 32Q (3432.223986 sec): 3 clusters Score: Raw -14759501.511945 + Penalty 3770.009535 = -14755731.502410 nChanged 737 SP:Iteration 33Q (3432.447971 sec): 3 clusters Score: Raw -14759612.672766 + Penalty 3770.009535 = -14755842.663231 nChanged 697 SP:Iteration 34Q (3432.673238 sec): 3 clusters Score: Raw -14759713.373306 + Penalty 3770.009535 = -14755943.363771 nChanged 754 SP:Iteration 35Q (3432.899901 sec): 3 clusters Score: Raw -14759823.815996 + Penalty 3770.009535 = -14756053.806462 nChanged 812 SP:Iteration 36Q (3433.130000 sec): 3 clusters Score: Raw -14759951.405558 + Penalty 3770.009535 = -14756181.396024 nChanged 851 SP:Iteration 37Q (3433.360437 sec): 3 clusters Score: Raw -14760090.611384 + Penalty 3770.009535 = -14756320.601850 nChanged 870 SP:Iteration 38Q (3433.589238 sec): 3 clusters Score: Raw -14760238.942789 + Penalty 3770.009535 = -14756468.933255 nChanged 918 SP:Iteration 39Q (3433.814295 sec): 3 clusters Score: Raw -14760401.497043 + Penalty 3770.009535 = -14756631.487508 nChanged 936 SP:Iteration 40F (3434.043786 sec): 3 clusters Score: Raw -14760568.749845 + Penalty 3770.009535 = -14756798.740310 nChanged 914 SP:Iteration 41Q (3434.254286 sec): 3 clusters Score: Raw -14760728.870051 + Penalty 3770.009535 = -14756958.860516 nChanged 911 SP:Iteration 42Q (3434.453518 sec): 3 clusters Score: Raw -14760889.341970 + Penalty 3770.009535 = -14757119.332435 nChanged 907 SP:Iteration 43Q (3434.680815 sec): 3 clusters Score: Raw -14761053.565600 + Penalty 3770.009535 = -14757283.556066 nChanged 921 SP:Iteration 44Q (3434.894748 sec): 3 clusters Score: Raw -14761223.460574 + Penalty 3770.009535 = -14757453.451040 nChanged 849 SP:Iteration 45Q (3435.115265 sec): 3 clusters Score: Raw -14761374.281163 + Penalty 3770.009535 = -14757604.271629 nChanged 846 SP:Iteration 46Q (3435.338269 sec): 3 clusters Score: Raw -14761522.786784 + Penalty 3770.009535 = -14757752.777249 nChanged 839 SP:Iteration 47Q (3435.536969 sec): 3 clusters Score: Raw -14761673.442546 + Penalty 3770.009535 = -14757903.433012 nChanged 824 SP:Iteration 48Q (3435.736472 sec): 3 clusters Score: Raw -14761820.322549 + Penalty 3770.009535 = -14758050.313014 nChanged 825 SP:Iteration 49Q (3435.934882 sec): 3 clusters Score: Raw -14761974.410392 + Penalty 3770.009535 = -14758204.400857 nChanged 811 SP:Iteration 50Q (3436.141456 sec): 3 clusters Score: Raw -14762132.824958 + Penalty 3770.009535 = -14758362.815423 nChanged 826 SP:Iteration 51Q (3436.355468 sec): 3 clusters Score: Raw -14762301.845977 + Penalty 3770.009535 = -14758531.836443 nChanged 845 SP:Iteration 52Q (3436.565127 sec): 3 clusters Score: Raw -14762484.088408 + Penalty 3770.009535 = -14758714.078873 nChanged 884 SP:Iteration 53Q (3436.781306 sec): 3 clusters Score: Raw -14762691.244048 + Penalty 3770.009535 = -14758921.234513 nChanged 890 SP:Iteration 54Q (3436.979604 sec): 3 clusters Score: Raw -14762901.676871 + Penalty 3770.009535 = -14759131.667337 nChanged 859 SP:Iteration 55Q (3437.180373 sec): 3 clusters Score: Raw -14763101.486587 + Penalty 3770.009535 = -14759331.477053 nChanged 864 SP:Iteration 56Q (3437.371359 sec): 3 clusters Score: Raw -14763313.535334 + Penalty 3770.009535 = -14759543.525799 nChanged 820 SP:Iteration 57Q (3437.557827 sec): 3 clusters Score: Raw -14763523.003932 + Penalty 3770.009535 = -14759752.994398 nChanged 850 SP:Iteration 58Q (3437.768025 sec): 3 clusters Score: Raw -14763745.545305 + Penalty 3770.009535 = -14759975.535770 nChanged 820 SP:Iteration 59Q (3437.978352 sec): 3 clusters Score: Raw -14763974.288819 + Penalty 3770.009535 = -14760204.279284 nChanged 832 SP:Iteration 60F (3438.207940 sec): 3 clusters Score: Raw -14764246.290724 + Penalty 3770.009535 = -14760476.281189 nChanged 855 SP:Iteration 61Q (3438.404582 sec): 3 clusters Score: Raw -14764545.199114 + Penalty 3770.009535 = -14760775.189579 nChanged 802 SP:Iteration 62Q (3438.613034 sec): 3 clusters Score: Raw -14764833.590646 + Penalty 3770.009535 = -14761063.581112 nChanged 737 SP:Iteration 63Q (3438.820938 sec): 3 clusters Score: Raw -14765104.521796 + Penalty 3770.009535 = -14761334.512262 nChanged 681 SP:Iteration 64Q (3439.029892 sec): 3 clusters Score: Raw -14765373.991746 + Penalty 3770.009535 = -14761603.982211 nChanged 661 SP:Iteration 65Q (3439.238942 sec): 3 clusters Score: Raw -14765640.809253 + Penalty 3770.009535 = -14761870.799718 nChanged 604 SP:Iteration 66Q (3439.444880 sec): 3 clusters Score: Raw -14765867.606740 + Penalty 3770.009535 = -14762097.597205 nChanged 545 SP:Iteration 67Q (3439.630939 sec): 3 clusters Score: Raw -14766053.387154 + Penalty 3770.009535 = -14762283.377620 nChanged 476 SP:Iteration 68Q (3439.815162 sec): 3 clusters Score: Raw -14766207.026687 + Penalty 3770.009535 = -14762437.017152 nChanged 430 SP:Iteration 69Q (3439.990902 sec): 3 clusters Score: Raw -14766348.371202 + Penalty 3770.009535 = -14762578.361667 nChanged 386 SP:Iteration 70Q (3440.176011 sec): 3 clusters Score: Raw -14766475.440681 + Penalty 3770.009535 = -14762705.431147 nChanged 339 SP:Iteration 71Q (3440.343472 sec): 3 clusters Score: Raw -14766571.680165 + Penalty 3770.009535 = -14762801.670630 nChanged 320 SP:Iteration 72Q (3440.530843 sec): 3 clusters Score: Raw -14766661.215733 + Penalty 3770.009535 = -14762891.206199 nChanged 300 SP:Iteration 73Q (3440.706767 sec): 3 clusters Score: Raw -14766746.386619 + Penalty 3770.009535 = -14762976.377084 nChanged 294 SP:Iteration 74Q (3440.898770 sec): 3 clusters Score: Raw -14766825.851185 + Penalty 3770.009535 = -14763055.841650 nChanged 247 SP:Iteration 75Q (3441.079966 sec): 3 clusters Score: Raw -14766887.874329 + Penalty 3770.009535 = -14763117.864794 nChanged 191 SP:Iteration 76Q (3441.262462 sec): 3 clusters Score: Raw -14766935.091698 + Penalty 3770.009535 = -14763165.082163 nChanged 196 SP:Iteration 77Q (3441.435564 sec): 3 clusters Score: Raw -14766983.243445 + Penalty 3770.009535 = -14763213.233910 nChanged 183 SP:Iteration 78Q (3441.626385 sec): 3 clusters Score: Raw -14767026.043862 + Penalty 3770.009535 = -14763256.034327 nChanged 141 SP:Iteration 79Q (3441.814051 sec): 3 clusters Score: Raw -14767062.308233 + Penalty 3770.009535 = -14763292.298699 nChanged 139 SP:Iteration 80F (3442.045735 sec): 3 clusters Score: Raw -14767096.906491 + Penalty 3770.009535 = -14763326.896956 nChanged 134 SP:Iteration 81Q (3442.224322 sec): 3 clusters Score: Raw -14767131.438497 + Penalty 3770.009535 = -14763361.428962 nChanged 123 SP:Iteration 82Q (3442.443266 sec): 3 clusters Score: Raw -14767163.125580 + Penalty 3770.009535 = -14763393.116045 nChanged 117 SP:Iteration 83Q (3442.631886 sec): 3 clusters Score: Raw -14767192.641301 + Penalty 3770.009535 = -14763422.631766 nChanged 104 SP:Iteration 84Q (3442.823860 sec): 3 clusters Score: Raw -14767220.030504 + Penalty 3770.009535 = -14763450.020969 nChanged 108 SP:Iteration 85Q (3443.016975 sec): 3 clusters Score: Raw -14767253.181501 + Penalty 3770.009535 = -14763483.171966 nChanged 82 SP:Iteration 86Q (3443.188844 sec): 3 clusters Score: Raw -14767277.823364 + Penalty 3770.009535 = -14763507.813829 nChanged 82 SP:Iteration 87Q (3443.359025 sec): 3 clusters Score: Raw -14767301.299702 + Penalty 3770.009535 = -14763531.290168 nChanged 74 SP:Iteration 88Q (3443.551883 sec): 3 clusters Score: Raw -14767323.251419 + Penalty 3770.009535 = -14763553.241885 nChanged 70 SP:Iteration 89Q (3443.716422 sec): 3 clusters Score: Raw -14767344.453078 + Penalty 3770.009535 = -14763574.443543 nChanged 66 SP:Iteration 90Q (3443.877152 sec): 3 clusters Score: Raw -14767361.589324 + Penalty 3770.009535 = -14763591.579790 nChanged 46 SP:Iteration 91Q (3444.062329 sec): 3 clusters Score: Raw -14767372.300693 + Penalty 3770.009535 = -14763602.291159 nChanged 33 SP:Iteration 92Q (3444.259466 sec): 3 clusters Score: Raw -14767379.041954 + Penalty 3770.009535 = -14763609.032419 nChanged 24 SP:Iteration 93Q (3444.442569 sec): 3 clusters Score: Raw -14767385.087731 + Penalty 3770.009535 = -14763615.078196 nChanged 28 SP:Iteration 94Q (3444.623723 sec): 3 clusters Score: Raw -14767392.225982 + Penalty 3770.009535 = -14763622.216447 nChanged 26 SP:Iteration 95Q (3444.818754 sec): 3 clusters Score: Raw -14767397.443441 + Penalty 3770.009535 = -14763627.433907 nChanged 25 SP:Iteration 96Q (3445.007448 sec): 3 clusters Score: Raw -14767401.910311 + Penalty 3770.009535 = -14763631.900776 nChanged 17 SP:Iteration 97Q (3445.182223 sec): 3 clusters Score: Raw -14767405.181119 + Penalty 3770.009535 = -14763635.171585 nChanged 16 SP:Iteration 98Q (3445.357978 sec): 3 clusters Score: Raw -14767409.413649 + Penalty 3770.009535 = -14763639.404114 nChanged 18 SP:Iteration 99Q (3445.546401 sec): 3 clusters Score: Raw -14767413.095738 + Penalty 3770.009535 = -14763643.086203 nChanged 16 SP:Iteration 100F (3445.764872 sec): 3 clusters Score: Raw -14767416.151596 + Penalty 3770.009535 = -14763646.142061 nChanged 17 SP:Iteration 101Q (3445.955568 sec): 3 clusters Score: Raw -14767419.236823 + Penalty 3770.009535 = -14763649.227288 nChanged 15 SP:Iteration 102Q (3446.150572 sec): 3 clusters Score: Raw -14767422.229778 + Penalty 3770.009535 = -14763652.220243 nChanged 15 SP:Iteration 103Q (3446.327525 sec): 3 clusters Score: Raw -14767425.774428 + Penalty 3770.009535 = -14763655.764893 nChanged 20 SP:Iteration 104Q (3446.524227 sec): 3 clusters Score: Raw -14767429.080743 + Penalty 3770.009535 = -14763659.071209 nChanged 15 SP:Iteration 105Q (3446.722506 sec): 3 clusters Score: Raw -14767432.794660 + Penalty 3770.009535 = -14763662.785126 nChanged 15 SP:Iteration 106Q (3446.907449 sec): 3 clusters Score: Raw -14767435.819363 + Penalty 3770.009535 = -14763665.809829 nChanged 12 SP:Iteration 107Q (3447.094723 sec): 3 clusters Score: Raw -14767437.798285 + Penalty 3770.009535 = -14763667.788750 nChanged 13 SP:Iteration 108Q (3447.286490 sec): 3 clusters Score: Raw -14767439.790604 + Penalty 3770.009535 = -14763669.781069 nChanged 8 SP:Iteration 109Q (3447.479419 sec): 3 clusters Score: Raw -14767441.574177 + Penalty 3770.009535 = -14763671.564643 nChanged 11 SP:Iteration 110Q (3447.669932 sec): 3 clusters Score: Raw -14767443.869721 + Penalty 3770.009535 = -14763673.860186 nChanged 15 SP:Iteration 111Q (3447.862973 sec): 3 clusters Score: Raw -14767446.896153 + Penalty 3770.009535 = -14763676.886618 nChanged 13 SP:Iteration 112Q (3448.052616 sec): 3 clusters Score: Raw -14767448.883490 + Penalty 3770.009535 = -14763678.873955 nChanged 14 SP:Iteration 113Q (3448.232127 sec): 3 clusters Score: Raw -14767452.390551 + Penalty 3770.009535 = -14763682.381016 nChanged 17 SP:Iteration 114Q (3448.400358 sec): 3 clusters Score: Raw -14767456.749730 + Penalty 3770.009535 = -14763686.740196 nChanged 12 SP:Iteration 115Q (3448.586198 sec): 3 clusters Score: Raw -14767459.447305 + Penalty 3770.009535 = -14763689.437771 nChanged 11 SP:Iteration 116Q (3448.782944 sec): 3 clusters Score: Raw -14767461.726720 + Penalty 3770.009535 = -14763691.717185 nChanged 9 SP:Iteration 117Q (3448.965931 sec): 3 clusters Score: Raw -14767463.513978 + Penalty 3770.009535 = -14763693.504443 nChanged 7 SP:Iteration 118Q (3449.158311 sec): 3 clusters Score: Raw -14767465.069676 + Penalty 3770.009535 = -14763695.060141 nChanged 6 SP:Iteration 119Q (3449.352814 sec): 3 clusters Score: Raw -14767466.895371 + Penalty 3770.009535 = -14763696.885836 nChanged 8 SP:Iteration 120F (3449.573764 sec): 3 clusters Score: Raw -14767468.173573 + Penalty 3770.009535 = -14763698.164038 nChanged 6 SP:Iteration 121Q (3449.747641 sec): 3 clusters Score: Raw -14767469.249960 + Penalty 3770.009535 = -14763699.240425 nChanged 4 SP:Iteration 122Q (3449.921088 sec): 3 clusters Score: Raw -14767469.990725 + Penalty 3770.009535 = -14763699.981190 nChanged 6 SP:Iteration 123Q (3450.115660 sec): 3 clusters Score: Raw -14767471.188174 + Penalty 3770.009535 = -14763701.178639 nChanged 8 SP:Iteration 124Q (3450.305721 sec): 3 clusters Score: Raw -14767472.875850 + Penalty 3770.009535 = -14763702.866316 nChanged 9 SP:Iteration 125Q (3450.499733 sec): 3 clusters Score: Raw -14767475.176798 + Penalty 3770.009535 = -14763705.167263 nChanged 12 SP:Iteration 126Q (3450.691459 sec): 3 clusters Score: Raw -14767477.655900 + Penalty 3770.009535 = -14763707.646365 nChanged 11 SP:Iteration 127Q (3450.863656 sec): 3 clusters Score: Raw -14767479.716917 + Penalty 3770.009535 = -14763709.707382 nChanged 7 SP:Iteration 128Q (3451.035280 sec): 3 clusters Score: Raw -14767481.767578 + Penalty 3770.009535 = -14763711.758043 nChanged 10 SP:Iteration 129Q (3451.206493 sec): 3 clusters Score: Raw -14767483.936866 + Penalty 3770.009535 = -14763713.927331 nChanged 9 SP:Iteration 130Q (3451.381309 sec): 3 clusters Score: Raw -14767486.718232 + Penalty 3770.009535 = -14763716.708697 nChanged 11 SP:Iteration 131Q (3451.565227 sec): 3 clusters Score: Raw -14767490.068038 + Penalty 3770.009535 = -14763720.058503 nChanged 11 SP:Iteration 132Q (3451.752250 sec): 3 clusters Score: Raw -14767494.261496 + Penalty 3770.009535 = -14763724.251961 nChanged 16 SP:Iteration 133Q (3451.942357 sec): 3 clusters Score: Raw -14767499.069050 + Penalty 3770.009535 = -14763729.059515 nChanged 13 SP:Iteration 134Q (3452.135513 sec): 3 clusters Score: Raw -14767502.682619 + Penalty 3770.009535 = -14763732.673084 nChanged 10 SP:Iteration 135Q (3452.325806 sec): 3 clusters Score: Raw -14767504.697183 + Penalty 3770.009535 = -14763734.687649 nChanged 7 SP:Iteration 136Q (3452.526598 sec): 3 clusters Score: Raw -14767506.836620 + Penalty 3770.009535 = -14763736.827085 nChanged 9 SP:Iteration 137Q (3452.690999 sec): 3 clusters Score: Raw -14767508.726217 + Penalty 3770.009535 = -14763738.716682 nChanged 6 SP:Iteration 138Q (3452.852440 sec): 3 clusters Score: Raw -14767510.941576 + Penalty 3770.009535 = -14763740.932041 nChanged 7 SP:Iteration 139Q (3453.049357 sec): 3 clusters Score: Raw -14767512.066615 + Penalty 3770.009535 = -14763742.057080 nChanged 3 SP:Iteration 140F (3453.259618 sec): 3 clusters Score: Raw -14767512.576731 + Penalty 3770.009535 = -14763742.567196 nChanged 2 SP:Iteration 141Q (3453.443980 sec): 3 clusters Score: Raw -14767513.119865 + Penalty 3770.009535 = -14763743.110331 nChanged 2 SP:Iteration 142Q (3453.640578 sec): 3 clusters Score: Raw -14767513.513288 + Penalty 3770.009535 = -14763743.503753 nChanged 2 SP:Iteration 143Q (3453.831905 sec): 3 clusters Score: Raw -14767513.797754 + Penalty 3770.009535 = -14763743.788219 nChanged 3 SP:Iteration 144Q (3454.028816 sec): 3 clusters Score: Raw -14767514.471793 + Penalty 3770.009535 = -14763744.462259 nChanged 2 SP:Iteration 145Q (3454.208212 sec): 3 clusters Score: Raw -14767514.870016 + Penalty 3770.009535 = -14763744.860482 nChanged 2 SP:Iteration 146Q (3454.383646 sec): 3 clusters Score: Raw -14767515.222998 + Penalty 3770.009535 = -14763745.213463 nChanged 0 SP:Iteration 147F (3454.590440 sec): 3 clusters Score: Raw -14767515.222998 + Penalty 3770.009535 = -14763745.213463 nChanged 0 Trying to split cluster 24 (914 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3454.623538 sec): 2 clusters Score: Raw -113496.753628 + Penalty 1107.897468 = -112388.856160 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3454.674325 sec): 3 clusters Score: Raw -113293.800458 + Penalty 2215.794936 = -111078.005523 nChanged 265 SP:Iteration 1F (3454.716940 sec): 3 clusters Score: Raw -113777.763841 + Penalty 2215.794936 = -111561.968905 nChanged 121 SP:Iteration 2F (3454.771763 sec): 3 clusters Score: Raw -114062.298058 + Penalty 2215.794936 = -111846.503123 nChanged 72 SP:Iteration 3F (3454.816693 sec): 3 clusters Score: Raw -114267.206319 + Penalty 2215.794936 = -112051.411384 nChanged 44 SP:Iteration 4Q (3454.856759 sec): 3 clusters Score: Raw -114371.662022 + Penalty 2215.794936 = -112155.867087 nChanged 21 SP:Iteration 5Q (3454.918673 sec): 3 clusters Score: Raw -114400.340514 + Penalty 2215.794936 = -112184.545578 nChanged 6 SP:Iteration 6Q (3454.967492 sec): 3 clusters Score: Raw -114408.451176 + Penalty 2215.794936 = -112192.656240 nChanged 8 SP:Iteration 7Q (3455.008943 sec): 3 clusters Score: Raw -114417.104084 + Penalty 2215.794936 = -112201.309148 nChanged 3 SP:Iteration 8Q (3455.059689 sec): 3 clusters Score: Raw -114420.785087 + Penalty 2215.794936 = -112204.990151 nChanged 1 SP:Iteration 9Q (3455.106834 sec): 3 clusters Score: Raw -114422.203325 + Penalty 2215.794936 = -112206.408389 nChanged 1 SP:Iteration 10Q (3455.148068 sec): 3 clusters Score: Raw -114422.966943 + Penalty 2215.794936 = -112207.172007 nChanged 1 SP:Iteration 11Q (3455.197943 sec): 3 clusters Score: Raw -114426.420118 + Penalty 2215.794936 = -112210.625183 nChanged 1 SP:Iteration 12Q (3455.252650 sec): 3 clusters Score: Raw -114427.355224 + Penalty 2215.794936 = -112211.560288 nChanged 1 SP:Iteration 13Q (3455.301112 sec): 3 clusters Score: Raw -114429.157574 + Penalty 2215.794936 = -112213.362639 nChanged 1 SP:Iteration 14Q (3455.348373 sec): 3 clusters Score: Raw -114430.399298 + Penalty 2215.794936 = -112214.604362 nChanged 0 SP:Iteration 15F (3455.393566 sec): 3 clusters Score: Raw -114430.399298 + Penalty 2215.794936 = -112214.604362 nChanged 0 Trying to split cluster 25 (32633 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3455.464566 sec): 2 clusters Score: Raw -4301081.546896 + Penalty 1688.875390 = -4299392.671505 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3455.556713 sec): 3 clusters Score: Raw -4280667.053976 + Penalty 3377.750781 = -4277289.303195 nChanged 15127 SP:Iteration 1F (3455.650888 sec): 3 clusters Score: Raw -4289176.552800 + Penalty 3377.750781 = -4285798.802019 nChanged 1716 SP:Iteration 2F (3455.745666 sec): 3 clusters Score: Raw -4289907.499483 + Penalty 3377.750781 = -4286529.748703 nChanged 1768 SP:Iteration 3F (3455.835870 sec): 3 clusters Score: Raw -4290792.844454 + Penalty 3377.750781 = -4287415.093673 nChanged 1950 SP:Iteration 4F (3455.931410 sec): 3 clusters Score: Raw -4291933.072983 + Penalty 3377.750781 = -4288555.322202 nChanged 2041 SP:Iteration 5F (3456.032707 sec): 3 clusters Score: Raw -4293355.042180 + Penalty 3377.750781 = -4289977.291399 nChanged 2220 SP:Iteration 6F (3456.122167 sec): 3 clusters Score: Raw -4295002.927865 + Penalty 3377.750781 = -4291625.177084 nChanged 2139 SP:Iteration 7F (3456.215275 sec): 3 clusters Score: Raw -4296553.828413 + Penalty 3377.750781 = -4293176.077632 nChanged 1878 SP:Iteration 8F (3456.313161 sec): 3 clusters Score: Raw -4297793.654621 + Penalty 3377.750781 = -4294415.903840 nChanged 1475 SP:Iteration 9Q (3456.401350 sec): 3 clusters Score: Raw -4298528.091653 + Penalty 3377.750781 = -4295150.340873 nChanged 1008 SP:Iteration 10Q (3456.492500 sec): 3 clusters Score: Raw -4298894.114994 + Penalty 3377.750781 = -4295516.364213 nChanged 657 SP:Iteration 11Q (3456.593247 sec): 3 clusters Score: Raw -4299090.357855 + Penalty 3377.750781 = -4295712.607074 nChanged 469 SP:Iteration 12Q (3456.681421 sec): 3 clusters Score: Raw -4299209.513919 + Penalty 3377.750781 = -4295831.763138 nChanged 347 SP:Iteration 13Q (3456.787496 sec): 3 clusters Score: Raw -4299280.540770 + Penalty 3377.750781 = -4295902.789990 nChanged 302 SP:Iteration 14Q (3456.878939 sec): 3 clusters Score: Raw -4299333.514637 + Penalty 3377.750781 = -4295955.763856 nChanged 249 SP:Iteration 15Q (3456.985353 sec): 3 clusters Score: Raw -4299372.557268 + Penalty 3377.750781 = -4295994.806487 nChanged 216 SP:Iteration 16Q (3457.084598 sec): 3 clusters Score: Raw -4299404.772316 + Penalty 3377.750781 = -4296027.021536 nChanged 206 SP:Iteration 17Q (3457.184613 sec): 3 clusters Score: Raw -4299432.934702 + Penalty 3377.750781 = -4296055.183921 nChanged 180 SP:Iteration 18Q (3457.291256 sec): 3 clusters Score: Raw -4299458.035782 + Penalty 3377.750781 = -4296080.285001 nChanged 173 SP:Iteration 19Q (3457.377540 sec): 3 clusters Score: Raw -4299481.119810 + Penalty 3377.750781 = -4296103.369029 nChanged 167 SP:Iteration 20F (3457.481288 sec): 3 clusters Score: Raw -4299501.214181 + Penalty 3377.750781 = -4296123.463400 nChanged 154 SP:Iteration 21Q (3457.571271 sec): 3 clusters Score: Raw -4299519.001931 + Penalty 3377.750781 = -4296141.251150 nChanged 152 SP:Iteration 22Q (3457.674491 sec): 3 clusters Score: Raw -4299537.840478 + Penalty 3377.750781 = -4296160.089697 nChanged 156 SP:Iteration 23Q (3457.777079 sec): 3 clusters Score: Raw -4299559.554766 + Penalty 3377.750781 = -4296181.803985 nChanged 171 SP:Iteration 24Q (3457.873170 sec): 3 clusters Score: Raw -4299580.265919 + Penalty 3377.750781 = -4296202.515138 nChanged 162 SP:Iteration 25Q (3457.973720 sec): 3 clusters Score: Raw -4299597.232693 + Penalty 3377.750781 = -4296219.481912 nChanged 142 SP:Iteration 26Q (3458.083616 sec): 3 clusters Score: Raw -4299612.548815 + Penalty 3377.750781 = -4296234.798034 nChanged 143 SP:Iteration 27Q (3458.174413 sec): 3 clusters Score: Raw -4299627.561339 + Penalty 3377.750781 = -4296249.810558 nChanged 132 SP:Iteration 28Q (3458.273996 sec): 3 clusters Score: Raw -4299642.053005 + Penalty 3377.750781 = -4296264.302224 nChanged 136 SP:Iteration 29Q (3458.376814 sec): 3 clusters Score: Raw -4299657.462705 + Penalty 3377.750781 = -4296279.711924 nChanged 141 SP:Iteration 30Q (3458.485124 sec): 3 clusters Score: Raw -4299670.698704 + Penalty 3377.750781 = -4296292.947924 nChanged 127 SP:Iteration 31Q (3458.588325 sec): 3 clusters Score: Raw -4299681.726246 + Penalty 3377.750781 = -4296303.975466 nChanged 126 SP:Iteration 32Q (3458.690401 sec): 3 clusters Score: Raw -4299693.894896 + Penalty 3377.750781 = -4296316.144115 nChanged 111 SP:Iteration 33Q (3458.788170 sec): 3 clusters Score: Raw -4299704.810052 + Penalty 3377.750781 = -4296327.059271 nChanged 111 SP:Iteration 34Q (3458.888536 sec): 3 clusters Score: Raw -4299717.449103 + Penalty 3377.750781 = -4296339.698322 nChanged 120 SP:Iteration 35Q (3458.986982 sec): 3 clusters Score: Raw -4299730.805196 + Penalty 3377.750781 = -4296353.054415 nChanged 124 SP:Iteration 36Q (3459.087686 sec): 3 clusters Score: Raw -4299743.270947 + Penalty 3377.750781 = -4296365.520167 nChanged 114 SP:Iteration 37Q (3459.178748 sec): 3 clusters Score: Raw -4299755.852572 + Penalty 3377.750781 = -4296378.101791 nChanged 122 SP:Iteration 38Q (3459.276904 sec): 3 clusters Score: Raw -4299770.733334 + Penalty 3377.750781 = -4296392.982553 nChanged 126 SP:Iteration 39Q (3459.366500 sec): 3 clusters Score: Raw -4299785.491772 + Penalty 3377.750781 = -4296407.740991 nChanged 119 SP:Iteration 40F (3459.468603 sec): 3 clusters Score: Raw -4299800.701565 + Penalty 3377.750781 = -4296422.950784 nChanged 123 SP:Iteration 41Q (3459.556305 sec): 3 clusters Score: Raw -4299817.050794 + Penalty 3377.750781 = -4296439.300013 nChanged 134 SP:Iteration 42Q (3459.661906 sec): 3 clusters Score: Raw -4299832.884297 + Penalty 3377.750781 = -4296455.133516 nChanged 126 SP:Iteration 43Q (3459.754818 sec): 3 clusters Score: Raw -4299847.111260 + Penalty 3377.750781 = -4296469.360479 nChanged 117 SP:Iteration 44Q (3459.859616 sec): 3 clusters Score: Raw -4299861.967558 + Penalty 3377.750781 = -4296484.216777 nChanged 150 SP:Iteration 45Q (3459.949132 sec): 3 clusters Score: Raw -4299880.539305 + Penalty 3377.750781 = -4296502.788525 nChanged 156 SP:Iteration 46Q (3460.045798 sec): 3 clusters Score: Raw -4299905.062693 + Penalty 3377.750781 = -4296527.311912 nChanged 159 SP:Iteration 47Q (3460.145837 sec): 3 clusters Score: Raw -4299927.171483 + Penalty 3377.750781 = -4296549.420702 nChanged 151 SP:Iteration 48Q (3460.243094 sec): 3 clusters Score: Raw -4299946.803814 + Penalty 3377.750781 = -4296569.053033 nChanged 134 SP:Iteration 49Q (3460.345882 sec): 3 clusters Score: Raw -4299963.729660 + Penalty 3377.750781 = -4296585.978879 nChanged 134 SP:Iteration 50Q (3460.452365 sec): 3 clusters Score: Raw -4299982.610299 + Penalty 3377.750781 = -4296604.859518 nChanged 134 SP:Iteration 51Q (3460.547039 sec): 3 clusters Score: Raw -4299999.105199 + Penalty 3377.750781 = -4296621.354418 nChanged 124 SP:Iteration 52Q (3460.646230 sec): 3 clusters Score: Raw -4300016.232092 + Penalty 3377.750781 = -4296638.481311 nChanged 146 SP:Iteration 53Q (3460.739328 sec): 3 clusters Score: Raw -4300036.242972 + Penalty 3377.750781 = -4296658.492191 nChanged 158 SP:Iteration 54Q (3460.833611 sec): 3 clusters Score: Raw -4300059.595001 + Penalty 3377.750781 = -4296681.844221 nChanged 163 SP:Iteration 55Q (3460.923463 sec): 3 clusters Score: Raw -4300091.849661 + Penalty 3377.750781 = -4296714.098880 nChanged 195 SP:Iteration 56Q (3461.017243 sec): 3 clusters Score: Raw -4300126.998802 + Penalty 3377.750781 = -4296749.248021 nChanged 190 SP:Iteration 57Q (3461.106264 sec): 3 clusters Score: Raw -4300160.803088 + Penalty 3377.750781 = -4296783.052307 nChanged 193 SP:Iteration 58Q (3461.197832 sec): 3 clusters Score: Raw -4300196.180105 + Penalty 3377.750781 = -4296818.429324 nChanged 225 SP:Iteration 59Q (3461.290607 sec): 3 clusters Score: Raw -4300243.135896 + Penalty 3377.750781 = -4296865.385116 nChanged 202 SP:Iteration 60F (3461.389370 sec): 3 clusters Score: Raw -4300282.219295 + Penalty 3377.750781 = -4296904.468515 nChanged 193 SP:Iteration 61Q (3461.498355 sec): 3 clusters Score: Raw -4300321.565333 + Penalty 3377.750781 = -4296943.814553 nChanged 191 SP:Iteration 62Q (3461.586118 sec): 3 clusters Score: Raw -4300360.140049 + Penalty 3377.750781 = -4296982.389269 nChanged 181 SP:Iteration 63Q (3461.684598 sec): 3 clusters Score: Raw -4300396.173642 + Penalty 3377.750781 = -4297018.422861 nChanged 164 SP:Iteration 64Q (3461.774499 sec): 3 clusters Score: Raw -4300431.053711 + Penalty 3377.750781 = -4297053.302931 nChanged 161 SP:Iteration 65Q (3461.875436 sec): 3 clusters Score: Raw -4300466.977087 + Penalty 3377.750781 = -4297089.226306 nChanged 161 SP:Iteration 66Q (3461.975546 sec): 3 clusters Score: Raw -4300502.924626 + Penalty 3377.750781 = -4297125.173845 nChanged 173 SP:Iteration 67Q (3462.074468 sec): 3 clusters Score: Raw -4300550.073002 + Penalty 3377.750781 = -4297172.322222 nChanged 198 SP:Iteration 68Q (3462.158532 sec): 3 clusters Score: Raw -4300606.547555 + Penalty 3377.750781 = -4297228.796774 nChanged 190 SP:Iteration 69Q (3462.251107 sec): 3 clusters Score: Raw -4300662.666088 + Penalty 3377.750781 = -4297284.915308 nChanged 175 SP:Iteration 70Q (3462.348402 sec): 3 clusters Score: Raw -4300716.892241 + Penalty 3377.750781 = -4297339.141460 nChanged 194 SP:Iteration 71Q (3462.444656 sec): 3 clusters Score: Raw -4300773.707972 + Penalty 3377.750781 = -4297395.957192 nChanged 189 SP:Iteration 72Q (3462.540339 sec): 3 clusters Score: Raw -4300832.309220 + Penalty 3377.750781 = -4297454.558439 nChanged 167 SP:Iteration 73Q (3462.633606 sec): 3 clusters Score: Raw -4300883.060934 + Penalty 3377.750781 = -4297505.310153 nChanged 166 SP:Iteration 74Q (3462.725778 sec): 3 clusters Score: Raw -4300936.376853 + Penalty 3377.750781 = -4297558.626072 nChanged 164 SP:Iteration 75Q (3462.813452 sec): 3 clusters Score: Raw -4300991.745637 + Penalty 3377.750781 = -4297613.994857 nChanged 162 SP:Iteration 76Q (3462.917270 sec): 3 clusters Score: Raw -4301039.500948 + Penalty 3377.750781 = -4297661.750167 nChanged 155 SP:Iteration 77Q (3463.004714 sec): 3 clusters Score: Raw -4301083.378887 + Penalty 3377.750781 = -4297705.628106 nChanged 135 SP:Iteration 78Q (3463.102493 sec): 3 clusters Score: Raw -4301118.016995 + Penalty 3377.750781 = -4297740.266214 nChanged 119 SP:Iteration 79Q (3463.193734 sec): 3 clusters Score: Raw -4301148.058122 + Penalty 3377.750781 = -4297770.307341 nChanged 111 SP:Iteration 80F (3463.286662 sec): 3 clusters Score: Raw -4301183.191825 + Penalty 3377.750781 = -4297805.441044 nChanged 100 SP:Iteration 81Q (3463.378541 sec): 3 clusters Score: Raw -4301211.601430 + Penalty 3377.750781 = -4297833.850650 nChanged 92 SP:Iteration 82Q (3463.462447 sec): 3 clusters Score: Raw -4301243.847165 + Penalty 3377.750781 = -4297866.096385 nChanged 98 SP:Iteration 83Q (3463.562573 sec): 3 clusters Score: Raw -4301276.283026 + Penalty 3377.750781 = -4297898.532245 nChanged 88 SP:Iteration 84Q (3463.638479 sec): 3 clusters Score: Raw -4301306.590926 + Penalty 3377.750781 = -4297928.840145 nChanged 86 SP:Iteration 85Q (3463.742019 sec): 3 clusters Score: Raw -4301338.840122 + Penalty 3377.750781 = -4297961.089341 nChanged 81 SP:Iteration 86Q (3463.836447 sec): 3 clusters Score: Raw -4301370.266066 + Penalty 3377.750781 = -4297992.515285 nChanged 87 SP:Iteration 87Q (3463.918498 sec): 3 clusters Score: Raw -4301402.743142 + Penalty 3377.750781 = -4298024.992361 nChanged 74 SP:Iteration 88Q (3464.010826 sec): 3 clusters Score: Raw -4301432.303747 + Penalty 3377.750781 = -4298054.552966 nChanged 69 SP:Iteration 89Q (3464.098483 sec): 3 clusters Score: Raw -4301455.708025 + Penalty 3377.750781 = -4298077.957244 nChanged 56 SP:Iteration 90Q (3464.186932 sec): 3 clusters Score: Raw -4301476.507789 + Penalty 3377.750781 = -4298098.757009 nChanged 50 SP:Iteration 91Q (3464.264954 sec): 3 clusters Score: Raw -4301493.415719 + Penalty 3377.750781 = -4298115.664938 nChanged 55 SP:Iteration 92Q (3464.355847 sec): 3 clusters Score: Raw -4301512.791167 + Penalty 3377.750781 = -4298135.040387 nChanged 51 SP:Iteration 93Q (3464.437948 sec): 3 clusters Score: Raw -4301532.302539 + Penalty 3377.750781 = -4298154.551758 nChanged 42 SP:Iteration 94Q (3464.521722 sec): 3 clusters Score: Raw -4301546.746468 + Penalty 3377.750781 = -4298168.995687 nChanged 28 SP:Iteration 95Q (3464.604290 sec): 3 clusters Score: Raw -4301554.958602 + Penalty 3377.750781 = -4298177.207821 nChanged 19 SP:Iteration 96Q (3464.707815 sec): 3 clusters Score: Raw -4301559.759747 + Penalty 3377.750781 = -4298182.008967 nChanged 13 SP:Iteration 97Q (3464.792053 sec): 3 clusters Score: Raw -4301562.673507 + Penalty 3377.750781 = -4298184.922727 nChanged 16 SP:Iteration 98Q (3464.883502 sec): 3 clusters Score: Raw -4301565.980627 + Penalty 3377.750781 = -4298188.229846 nChanged 15 SP:Iteration 99Q (3464.988439 sec): 3 clusters Score: Raw -4301569.855284 + Penalty 3377.750781 = -4298192.104504 nChanged 12 SP:Iteration 100F (3465.072427 sec): 3 clusters Score: Raw -4301573.271483 + Penalty 3377.750781 = -4298195.520702 nChanged 12 SP:Iteration 101Q (3465.138481 sec): 3 clusters Score: Raw -4301576.974676 + Penalty 3377.750781 = -4298199.223895 nChanged 7 SP:Iteration 102Q (3465.230844 sec): 3 clusters Score: Raw -4301579.131555 + Penalty 3377.750781 = -4298201.380774 nChanged 5 SP:Iteration 103Q (3465.322063 sec): 3 clusters Score: Raw -4301581.034074 + Penalty 3377.750781 = -4298203.283293 nChanged 8 SP:Iteration 104Q (3465.416853 sec): 3 clusters Score: Raw -4301584.047754 + Penalty 3377.750781 = -4298206.296973 nChanged 9 SP:Iteration 105Q (3465.507512 sec): 3 clusters Score: Raw -4301586.989548 + Penalty 3377.750781 = -4298209.238767 nChanged 7 SP:Iteration 106Q (3465.591508 sec): 3 clusters Score: Raw -4301589.647504 + Penalty 3377.750781 = -4298211.896724 nChanged 8 SP:Iteration 107Q (3465.682272 sec): 3 clusters Score: Raw -4301591.750345 + Penalty 3377.750781 = -4298213.999564 nChanged 9 SP:Iteration 108Q (3465.771714 sec): 3 clusters Score: Raw -4301593.537131 + Penalty 3377.750781 = -4298215.786351 nChanged 8 SP:Iteration 109Q (3465.870139 sec): 3 clusters Score: Raw -4301595.295870 + Penalty 3377.750781 = -4298217.545089 nChanged 7 SP:Iteration 110Q (3465.966993 sec): 3 clusters Score: Raw -4301596.896742 + Penalty 3377.750781 = -4298219.145961 nChanged 6 SP:Iteration 111Q (3466.052776 sec): 3 clusters Score: Raw -4301597.827591 + Penalty 3377.750781 = -4298220.076811 nChanged 6 SP:Iteration 112Q (3466.130355 sec): 3 clusters Score: Raw -4301599.761750 + Penalty 3377.750781 = -4298222.010969 nChanged 8 SP:Iteration 113Q (3466.213228 sec): 3 clusters Score: Raw -4301602.605026 + Penalty 3377.750781 = -4298224.854245 nChanged 11 SP:Iteration 114Q (3466.291773 sec): 3 clusters Score: Raw -4301605.072039 + Penalty 3377.750781 = -4298227.321258 nChanged 5 SP:Iteration 115Q (3466.366174 sec): 3 clusters Score: Raw -4301606.489776 + Penalty 3377.750781 = -4298228.738995 nChanged 4 SP:Iteration 116Q (3466.448741 sec): 3 clusters Score: Raw -4301607.468584 + Penalty 3377.750781 = -4298229.717803 nChanged 8 SP:Iteration 117Q (3466.520928 sec): 3 clusters Score: Raw -4301609.999887 + Penalty 3377.750781 = -4298232.249107 nChanged 8 SP:Iteration 118Q (3466.597859 sec): 3 clusters Score: Raw -4301611.922370 + Penalty 3377.750781 = -4298234.171589 nChanged 4 SP:Iteration 119Q (3466.684017 sec): 3 clusters Score: Raw -4301612.449772 + Penalty 3377.750781 = -4298234.698991 nChanged 4 SP:Iteration 120F (3466.778074 sec): 3 clusters Score: Raw -4301613.407042 + Penalty 3377.750781 = -4298235.656261 nChanged 3 SP:Iteration 121Q (3466.874914 sec): 3 clusters Score: Raw -4301614.599303 + Penalty 3377.750781 = -4298236.848522 nChanged 4 SP:Iteration 122Q (3466.958237 sec): 3 clusters Score: Raw -4301615.503191 + Penalty 3377.750781 = -4298237.752411 nChanged 4 SP:Iteration 123Q (3467.039459 sec): 3 clusters Score: Raw -4301616.103454 + Penalty 3377.750781 = -4298238.352673 nChanged 1 SP:Iteration 124Q (3467.131436 sec): 3 clusters Score: Raw -4301616.312706 + Penalty 3377.750781 = -4298238.561925 nChanged 3 SP:Iteration 125Q (3467.222846 sec): 3 clusters Score: Raw -4301617.844439 + Penalty 3377.750781 = -4298240.093658 nChanged 2 SP:Iteration 126Q (3467.314098 sec): 3 clusters Score: Raw -4301618.109471 + Penalty 3377.750781 = -4298240.358690 nChanged 3 SP:Iteration 127Q (3467.407836 sec): 3 clusters Score: Raw -4301618.519304 + Penalty 3377.750781 = -4298240.768523 nChanged 1 SP:Iteration 128Q (3467.494278 sec): 3 clusters Score: Raw -4301618.784715 + Penalty 3377.750781 = -4298241.033934 nChanged 1 SP:Iteration 129Q (3467.578644 sec): 3 clusters Score: Raw -4301619.393476 + Penalty 3377.750781 = -4298241.642695 nChanged 3 SP:Iteration 130Q (3467.655998 sec): 3 clusters Score: Raw -4301619.987963 + Penalty 3377.750781 = -4298242.237183 nChanged 2 SP:Iteration 131Q (3467.745681 sec): 3 clusters Score: Raw -4301620.265078 + Penalty 3377.750781 = -4298242.514297 nChanged 2 SP:Iteration 132Q (3467.836123 sec): 3 clusters Score: Raw -4301620.769088 + Penalty 3377.750781 = -4298243.018307 nChanged 0 SP:Iteration 133F (3467.919813 sec): 3 clusters Score: Raw -4301620.769088 + Penalty 3377.750781 = -4298243.018307 nChanged 0 Trying to split cluster 26 (4264 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3467.954641 sec): 2 clusters Score: Raw -576545.852822 + Penalty 1358.168982 = -575187.683840 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3467.991986 sec): 3 clusters Score: Raw -574399.770179 + Penalty 2716.337964 = -571683.432215 nChanged 1692 SP:Iteration 1F (3468.039232 sec): 3 clusters Score: Raw -575321.983344 + Penalty 2716.337964 = -572605.645380 nChanged 303 SP:Iteration 2F (3468.088992 sec): 3 clusters Score: Raw -575485.110351 + Penalty 2716.337964 = -572768.772387 nChanged 218 SP:Iteration 3F (3468.135510 sec): 3 clusters Score: Raw -575617.935431 + Penalty 2716.337964 = -572901.597467 nChanged 219 SP:Iteration 4F (3468.184612 sec): 3 clusters Score: Raw -575761.084200 + Penalty 2716.337964 = -573044.746236 nChanged 222 SP:Iteration 5F (3468.236202 sec): 3 clusters Score: Raw -575903.166077 + Penalty 2716.337964 = -573186.828113 nChanged 214 SP:Iteration 6F (3468.285999 sec): 3 clusters Score: Raw -576055.130195 + Penalty 2716.337964 = -573338.792232 nChanged 205 SP:Iteration 7Q (3468.335081 sec): 3 clusters Score: Raw -576220.918179 + Penalty 2716.337964 = -573504.580215 nChanged 185 SP:Iteration 8Q (3468.386879 sec): 3 clusters Score: Raw -576354.276587 + Penalty 2716.337964 = -573637.938623 nChanged 139 SP:Iteration 9Q (3468.437864 sec): 3 clusters Score: Raw -576447.218638 + Penalty 2716.337964 = -573730.880674 nChanged 120 SP:Iteration 10Q (3468.498218 sec): 3 clusters Score: Raw -576536.144125 + Penalty 2716.337964 = -573819.806162 nChanged 111 SP:Iteration 11Q (3468.547336 sec): 3 clusters Score: Raw -576615.312238 + Penalty 2716.337964 = -573898.974274 nChanged 89 SP:Iteration 12Q (3468.593867 sec): 3 clusters Score: Raw -576686.807828 + Penalty 2716.337964 = -573970.469864 nChanged 65 SP:Iteration 13Q (3468.648670 sec): 3 clusters Score: Raw -576740.956217 + Penalty 2716.337964 = -574024.618254 nChanged 67 SP:Iteration 14Q (3468.713128 sec): 3 clusters Score: Raw -576789.101874 + Penalty 2716.337964 = -574072.763910 nChanged 42 SP:Iteration 15Q (3468.761537 sec): 3 clusters Score: Raw -576815.646043 + Penalty 2716.337964 = -574099.308079 nChanged 27 SP:Iteration 16Q (3468.807918 sec): 3 clusters Score: Raw -576832.575507 + Penalty 2716.337964 = -574116.237544 nChanged 26 SP:Iteration 17Q (3468.856092 sec): 3 clusters Score: Raw -576844.213094 + Penalty 2716.337964 = -574127.875130 nChanged 16 SP:Iteration 18Q (3468.914179 sec): 3 clusters Score: Raw -576851.203832 + Penalty 2716.337964 = -574134.865868 nChanged 14 SP:Iteration 19Q (3468.958466 sec): 3 clusters Score: Raw -576858.287623 + Penalty 2716.337964 = -574141.949659 nChanged 21 SP:Iteration 20F (3469.017043 sec): 3 clusters Score: Raw -576866.265178 + Penalty 2716.337964 = -574149.927214 nChanged 17 SP:Iteration 21Q (3469.066328 sec): 3 clusters Score: Raw -576871.729022 + Penalty 2716.337964 = -574155.391058 nChanged 7 SP:Iteration 22Q (3469.115752 sec): 3 clusters Score: Raw -576874.860512 + Penalty 2716.337964 = -574158.522548 nChanged 4 SP:Iteration 23Q (3469.165422 sec): 3 clusters Score: Raw -576876.465875 + Penalty 2716.337964 = -574160.127911 nChanged 4 SP:Iteration 24Q (3469.219062 sec): 3 clusters Score: Raw -576878.107095 + Penalty 2716.337964 = -574161.769131 nChanged 3 SP:Iteration 25Q (3469.263240 sec): 3 clusters Score: Raw -576880.385742 + Penalty 2716.337964 = -574164.047778 nChanged 3 SP:Iteration 26Q (3469.322535 sec): 3 clusters Score: Raw -576881.921351 + Penalty 2716.337964 = -574165.583388 nChanged 2 SP:Iteration 27Q (3469.366154 sec): 3 clusters Score: Raw -576882.381343 + Penalty 2716.337964 = -574166.043379 nChanged 0 SP:Iteration 28F (3469.418466 sec): 3 clusters Score: Raw -576882.381343 + Penalty 2716.337964 = -574166.043379 nChanged 0 Trying to split cluster 27 (2887 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3469.449545 sec): 2 clusters Score: Raw -346150.704745 + Penalty 1294.795642 = -344855.909103 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3469.500200 sec): 3 clusters Score: Raw -344851.391386 + Penalty 2589.591283 = -342261.800102 nChanged 1095 SP:Iteration 1F (3469.544477 sec): 3 clusters Score: Raw -345598.147309 + Penalty 2589.591283 = -343008.556026 nChanged 249 SP:Iteration 2F (3469.594887 sec): 3 clusters Score: Raw -345838.713731 + Penalty 2589.591283 = -343249.122447 nChanged 198 SP:Iteration 3F (3469.639976 sec): 3 clusters Score: Raw -346039.352640 + Penalty 2589.591283 = -343449.761357 nChanged 193 SP:Iteration 4F (3469.679296 sec): 3 clusters Score: Raw -346224.281865 + Penalty 2589.591283 = -343634.690581 nChanged 167 SP:Iteration 5F (3469.731398 sec): 3 clusters Score: Raw -346380.716708 + Penalty 2589.591283 = -343791.125425 nChanged 150 SP:Iteration 6F (3469.769783 sec): 3 clusters Score: Raw -346496.783185 + Penalty 2589.591283 = -343907.191901 nChanged 110 SP:Iteration 7Q (3469.815172 sec): 3 clusters Score: Raw -346564.626267 + Penalty 2589.591283 = -343975.034983 nChanged 88 SP:Iteration 8Q (3469.866680 sec): 3 clusters Score: Raw -346620.134417 + Penalty 2589.591283 = -344030.543134 nChanged 68 SP:Iteration 9Q (3469.923079 sec): 3 clusters Score: Raw -346655.968267 + Penalty 2589.591283 = -344066.376984 nChanged 45 SP:Iteration 10Q (3469.970813 sec): 3 clusters Score: Raw -346675.263202 + Penalty 2589.591283 = -344085.671919 nChanged 34 SP:Iteration 11Q (3470.022385 sec): 3 clusters Score: Raw -346689.823640 + Penalty 2589.591283 = -344100.232356 nChanged 28 SP:Iteration 12Q (3470.062235 sec): 3 clusters Score: Raw -346701.541484 + Penalty 2589.591283 = -344111.950200 nChanged 21 SP:Iteration 13Q (3470.119866 sec): 3 clusters Score: Raw -346713.649524 + Penalty 2589.591283 = -344124.058240 nChanged 12 SP:Iteration 14Q (3470.163140 sec): 3 clusters Score: Raw -346725.663953 + Penalty 2589.591283 = -344136.072669 nChanged 14 SP:Iteration 15Q (3470.210394 sec): 3 clusters Score: Raw -346752.876756 + Penalty 2589.591283 = -344163.285473 nChanged 28 SP:Iteration 16Q (3470.257650 sec): 3 clusters Score: Raw -346773.852077 + Penalty 2589.591283 = -344184.260794 nChanged 21 SP:Iteration 17Q (3470.304939 sec): 3 clusters Score: Raw -346798.396977 + Penalty 2589.591283 = -344208.805693 nChanged 14 SP:Iteration 18Q (3470.361352 sec): 3 clusters Score: Raw -346823.738105 + Penalty 2589.591283 = -344234.146822 nChanged 24 SP:Iteration 19Q (3470.409955 sec): 3 clusters Score: Raw -346846.289496 + Penalty 2589.591283 = -344256.698212 nChanged 19 SP:Iteration 20F (3470.455903 sec): 3 clusters Score: Raw -346863.823382 + Penalty 2589.591283 = -344274.232098 nChanged 19 SP:Iteration 21Q (3470.514883 sec): 3 clusters Score: Raw -346875.472523 + Penalty 2589.591283 = -344285.881240 nChanged 18 SP:Iteration 22Q (3470.569518 sec): 3 clusters Score: Raw -346882.798300 + Penalty 2589.591283 = -344293.207017 nChanged 11 SP:Iteration 23Q (3470.620748 sec): 3 clusters Score: Raw -346886.844177 + Penalty 2589.591283 = -344297.252894 nChanged 4 SP:Iteration 24Q (3470.663480 sec): 3 clusters Score: Raw -346888.847843 + Penalty 2589.591283 = -344299.256559 nChanged 6 SP:Iteration 25Q (3470.713333 sec): 3 clusters Score: Raw -346890.806358 + Penalty 2589.591283 = -344301.215075 nChanged 4 SP:Iteration 26Q (3470.756071 sec): 3 clusters Score: Raw -346892.915335 + Penalty 2589.591283 = -344303.324052 nChanged 4 SP:Iteration 27Q (3470.819397 sec): 3 clusters Score: Raw -346894.339559 + Penalty 2589.591283 = -344304.748275 nChanged 3 SP:Iteration 28Q (3470.858366 sec): 3 clusters Score: Raw -346895.218683 + Penalty 2589.591283 = -344305.627400 nChanged 2 SP:Iteration 29Q (3470.917982 sec): 3 clusters Score: Raw -346895.914462 + Penalty 2589.591283 = -344306.323178 nChanged 1 SP:Iteration 30Q (3470.970640 sec): 3 clusters Score: Raw -346896.231307 + Penalty 2589.591283 = -344306.640024 nChanged 0 SP:Iteration 31F (3471.022799 sec): 3 clusters Score: Raw -346896.231307 + Penalty 2589.591283 = -344306.640024 nChanged 0 Trying to split cluster 28 (6791 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3471.059030 sec): 2 clusters Score: Raw -871935.633068 + Penalty 1433.794941 = -870501.838127 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3471.115482 sec): 3 clusters Score: Raw -868207.123468 + Penalty 2867.589883 = -865339.533585 nChanged 2905 SP:Iteration 1F (3471.176857 sec): 3 clusters Score: Raw -869720.337337 + Penalty 2867.589883 = -866852.747454 nChanged 474 SP:Iteration 2F (3471.227010 sec): 3 clusters Score: Raw -869948.673901 + Penalty 2867.589883 = -867081.084018 nChanged 393 SP:Iteration 3F (3471.293845 sec): 3 clusters Score: Raw -870159.110882 + Penalty 2867.589883 = -867291.521000 nChanged 353 SP:Iteration 4F (3471.342738 sec): 3 clusters Score: Raw -870368.110393 + Penalty 2867.589883 = -867500.520511 nChanged 315 SP:Iteration 5Q (3471.400919 sec): 3 clusters Score: Raw -870598.872925 + Penalty 2867.589883 = -867731.283042 nChanged 345 SP:Iteration 6F (3471.470097 sec): 3 clusters Score: Raw -870883.067028 + Penalty 2867.589883 = -868015.477145 nChanged 347 SP:Iteration 7F (3471.516818 sec): 3 clusters Score: Raw -871166.420031 + Penalty 2867.589883 = -868298.830149 nChanged 345 SP:Iteration 8F (3471.567646 sec): 3 clusters Score: Raw -871445.966903 + Penalty 2867.589883 = -868578.377020 nChanged 325 SP:Iteration 9Q (3471.618961 sec): 3 clusters Score: Raw -871683.963944 + Penalty 2867.589883 = -868816.374061 nChanged 293 SP:Iteration 10Q (3471.672846 sec): 3 clusters Score: Raw -871873.654600 + Penalty 2867.589883 = -869006.064717 nChanged 241 SP:Iteration 11Q (3471.719542 sec): 3 clusters Score: Raw -872015.871562 + Penalty 2867.589883 = -869148.281679 nChanged 222 SP:Iteration 12Q (3471.769819 sec): 3 clusters Score: Raw -872143.896861 + Penalty 2867.589883 = -869276.306978 nChanged 195 SP:Iteration 13Q (3471.833082 sec): 3 clusters Score: Raw -872240.080852 + Penalty 2867.589883 = -869372.490969 nChanged 164 SP:Iteration 14Q (3471.874252 sec): 3 clusters Score: Raw -872318.280094 + Penalty 2867.589883 = -869450.690212 nChanged 145 SP:Iteration 15Q (3471.931362 sec): 3 clusters Score: Raw -872386.039713 + Penalty 2867.589883 = -869518.449830 nChanged 129 SP:Iteration 16Q (3471.990840 sec): 3 clusters Score: Raw -872437.497338 + Penalty 2867.589883 = -869569.907455 nChanged 108 SP:Iteration 17Q (3472.053678 sec): 3 clusters Score: Raw -872474.687389 + Penalty 2867.589883 = -869607.097506 nChanged 77 SP:Iteration 18Q (3472.106605 sec): 3 clusters Score: Raw -872494.200284 + Penalty 2867.589883 = -869626.610401 nChanged 60 SP:Iteration 19Q (3472.153613 sec): 3 clusters Score: Raw -872511.449462 + Penalty 2867.589883 = -869643.859579 nChanged 64 SP:Iteration 20F (3472.206096 sec): 3 clusters Score: Raw -872532.028306 + Penalty 2867.589883 = -869664.438424 nChanged 54 SP:Iteration 21Q (3472.265989 sec): 3 clusters Score: Raw -872545.503025 + Penalty 2867.589883 = -869677.913143 nChanged 49 SP:Iteration 22Q (3472.321582 sec): 3 clusters Score: Raw -872557.886933 + Penalty 2867.589883 = -869690.297051 nChanged 43 SP:Iteration 23Q (3472.374608 sec): 3 clusters Score: Raw -872568.329367 + Penalty 2867.589883 = -869700.739485 nChanged 36 SP:Iteration 24Q (3472.434447 sec): 3 clusters Score: Raw -872576.052799 + Penalty 2867.589883 = -869708.462917 nChanged 29 SP:Iteration 25Q (3472.486846 sec): 3 clusters Score: Raw -872582.526122 + Penalty 2867.589883 = -869714.936239 nChanged 30 SP:Iteration 26Q (3472.555488 sec): 3 clusters Score: Raw -872588.401243 + Penalty 2867.589883 = -869720.811361 nChanged 24 SP:Iteration 27Q (3472.596768 sec): 3 clusters Score: Raw -872593.408537 + Penalty 2867.589883 = -869725.818655 nChanged 15 SP:Iteration 28Q (3472.652898 sec): 3 clusters Score: Raw -872596.296097 + Penalty 2867.589883 = -869728.706214 nChanged 14 SP:Iteration 29Q (3472.714278 sec): 3 clusters Score: Raw -872598.708967 + Penalty 2867.589883 = -869731.119085 nChanged 9 SP:Iteration 30Q (3472.761773 sec): 3 clusters Score: Raw -872599.897203 + Penalty 2867.589883 = -869732.307320 nChanged 11 SP:Iteration 31Q (3472.813951 sec): 3 clusters Score: Raw -872601.512862 + Penalty 2867.589883 = -869733.922979 nChanged 6 SP:Iteration 32Q (3472.880105 sec): 3 clusters Score: Raw -872602.575782 + Penalty 2867.589883 = -869734.985899 nChanged 8 SP:Iteration 33Q (3472.928404 sec): 3 clusters Score: Raw -872603.449195 + Penalty 2867.589883 = -869735.859312 nChanged 4 SP:Iteration 34Q (3472.995522 sec): 3 clusters Score: Raw -872604.140123 + Penalty 2867.589883 = -869736.550240 nChanged 9 SP:Iteration 35Q (3473.042713 sec): 3 clusters Score: Raw -872605.496356 + Penalty 2867.589883 = -869737.906473 nChanged 10 SP:Iteration 36Q (3473.102032 sec): 3 clusters Score: Raw -872606.582614 + Penalty 2867.589883 = -869738.992731 nChanged 4 SP:Iteration 37Q (3473.157585 sec): 3 clusters Score: Raw -872607.247755 + Penalty 2867.589883 = -869739.657872 nChanged 5 SP:Iteration 38Q (3473.217188 sec): 3 clusters Score: Raw -872607.908320 + Penalty 2867.589883 = -869740.318438 nChanged 5 SP:Iteration 39Q (3473.275471 sec): 3 clusters Score: Raw -872608.517164 + Penalty 2867.589883 = -869740.927281 nChanged 4 SP:Iteration 40F (3473.337261 sec): 3 clusters Score: Raw -872609.105052 + Penalty 2867.589883 = -869741.515169 nChanged 3 SP:Iteration 41Q (3473.384319 sec): 3 clusters Score: Raw -872609.442946 + Penalty 2867.589883 = -869741.853064 nChanged 7 SP:Iteration 42Q (3473.431927 sec): 3 clusters Score: Raw -872610.264334 + Penalty 2867.589883 = -869742.674452 nChanged 2 SP:Iteration 43Q (3473.472820 sec): 3 clusters Score: Raw -872610.457679 + Penalty 2867.589883 = -869742.867796 nChanged 0 SP:Iteration 44F (3473.527526 sec): 3 clusters Score: Raw -872610.457679 + Penalty 2867.589883 = -869742.867796 nChanged 0 Trying to split cluster 29 (143516 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3473.721092 sec): 2 clusters Score: Raw -19243493.049523 + Penalty 1929.557794 = -19241563.491730 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3473.981361 sec): 3 clusters Score: Raw -19149253.760774 + Penalty 3859.115587 = -19145394.645187 nChanged 69239 SP:Iteration 1F (3474.245015 sec): 3 clusters Score: Raw -19189899.124164 + Penalty 3859.115587 = -19186040.008577 nChanged 5415 SP:Iteration 2Q (3474.533040 sec): 3 clusters Score: Raw -19191780.532415 + Penalty 3859.115587 = -19187921.416828 nChanged 6377 SP:Iteration 3Q (3474.809735 sec): 3 clusters Score: Raw -19194691.290966 + Penalty 3859.115587 = -19190832.175379 nChanged 7901 SP:Iteration 4F (3475.070304 sec): 3 clusters Score: Raw -19198805.352851 + Penalty 3859.115587 = -19194946.237264 nChanged 8984 SP:Iteration 5F (3475.335800 sec): 3 clusters Score: Raw -19203631.644633 + Penalty 3859.115587 = -19199772.529046 nChanged 9148 SP:Iteration 6F (3475.600437 sec): 3 clusters Score: Raw -19208265.442170 + Penalty 3859.115587 = -19204406.326583 nChanged 8203 SP:Iteration 7F (3475.856614 sec): 3 clusters Score: Raw -19211880.258245 + Penalty 3859.115587 = -19208021.142658 nChanged 6780 SP:Iteration 8Q (3476.140047 sec): 3 clusters Score: Raw -19214588.265560 + Penalty 3859.115587 = -19210729.149973 nChanged 5679 SP:Iteration 9Q (3476.416398 sec): 3 clusters Score: Raw -19216722.980910 + Penalty 3859.115587 = -19212863.865323 nChanged 4984 SP:Iteration 10Q (3476.690507 sec): 3 clusters Score: Raw -19218742.902461 + Penalty 3859.115587 = -19214883.786874 nChanged 4743 SP:Iteration 11Q (3476.968630 sec): 3 clusters Score: Raw -19220864.919313 + Penalty 3859.115587 = -19217005.803726 nChanged 4699 SP:Iteration 12Q (3477.237271 sec): 3 clusters Score: Raw -19223134.408582 + Penalty 3859.115587 = -19219275.292995 nChanged 4629 SP:Iteration 13Q (3477.507378 sec): 3 clusters Score: Raw -19225424.288503 + Penalty 3859.115587 = -19221565.172916 nChanged 4327 SP:Iteration 14Q (3477.778059 sec): 3 clusters Score: Raw -19227361.384320 + Penalty 3859.115587 = -19223502.268733 nChanged 3664 SP:Iteration 15Q (3478.065485 sec): 3 clusters Score: Raw -19228705.996525 + Penalty 3859.115587 = -19224846.880938 nChanged 2795 SP:Iteration 16Q (3478.342565 sec): 3 clusters Score: Raw -19229521.920190 + Penalty 3859.115587 = -19225662.804603 nChanged 2156 SP:Iteration 17Q (3478.610134 sec): 3 clusters Score: Raw -19230043.053009 + Penalty 3859.115587 = -19226183.937422 nChanged 1696 SP:Iteration 18Q (3478.857491 sec): 3 clusters Score: Raw -19230420.633191 + Penalty 3859.115587 = -19226561.517604 nChanged 1493 SP:Iteration 19Q (3479.120775 sec): 3 clusters Score: Raw -19230732.773226 + Penalty 3859.115587 = -19226873.657639 nChanged 1376 SP:Iteration 20F (3479.391494 sec): 3 clusters Score: Raw -19231010.221104 + Penalty 3859.115587 = -19227151.105517 nChanged 1297 SP:Iteration 21Q (3479.651297 sec): 3 clusters Score: Raw -19231250.388784 + Penalty 3859.115587 = -19227391.273197 nChanged 1185 SP:Iteration 22Q (3479.905638 sec): 3 clusters Score: Raw -19231455.712093 + Penalty 3859.115587 = -19227596.596506 nChanged 1118 SP:Iteration 23Q (3480.166259 sec): 3 clusters Score: Raw -19231647.777773 + Penalty 3859.115587 = -19227788.662186 nChanged 1059 SP:Iteration 24Q (3480.415388 sec): 3 clusters Score: Raw -19231830.554869 + Penalty 3859.115587 = -19227971.439282 nChanged 1031 SP:Iteration 25Q (3480.673703 sec): 3 clusters Score: Raw -19231986.646750 + Penalty 3859.115587 = -19228127.531163 nChanged 912 SP:Iteration 26Q (3480.937511 sec): 3 clusters Score: Raw -19232116.930228 + Penalty 3859.115587 = -19228257.814641 nChanged 824 SP:Iteration 27Q (3481.206444 sec): 3 clusters Score: Raw -19232223.663684 + Penalty 3859.115587 = -19228364.548097 nChanged 746 SP:Iteration 28Q (3481.453930 sec): 3 clusters Score: Raw -19232317.207446 + Penalty 3859.115587 = -19228458.091859 nChanged 727 SP:Iteration 29Q (3481.740382 sec): 3 clusters Score: Raw -19232411.945277 + Penalty 3859.115587 = -19228552.829690 nChanged 733 SP:Iteration 30Q (3482.006907 sec): 3 clusters Score: Raw -19232511.661317 + Penalty 3859.115587 = -19228652.545730 nChanged 731 SP:Iteration 31Q (3482.278958 sec): 3 clusters Score: Raw -19232610.630563 + Penalty 3859.115587 = -19228751.514976 nChanged 747 SP:Iteration 32Q (3482.561955 sec): 3 clusters Score: Raw -19232716.968597 + Penalty 3859.115587 = -19228857.853010 nChanged 720 SP:Iteration 33Q (3482.842026 sec): 3 clusters Score: Raw -19232810.720318 + Penalty 3859.115587 = -19228951.604731 nChanged 739 SP:Iteration 34Q (3483.112246 sec): 3 clusters Score: Raw -19232906.545722 + Penalty 3859.115587 = -19229047.430135 nChanged 717 SP:Iteration 35Q (3483.390880 sec): 3 clusters Score: Raw -19233002.946192 + Penalty 3859.115587 = -19229143.830605 nChanged 762 SP:Iteration 36Q (3483.663055 sec): 3 clusters Score: Raw -19233110.015513 + Penalty 3859.115587 = -19229250.899926 nChanged 796 SP:Iteration 37Q (3483.923438 sec): 3 clusters Score: Raw -19233229.605786 + Penalty 3859.115587 = -19229370.490199 nChanged 876 SP:Iteration 38Q (3484.180795 sec): 3 clusters Score: Raw -19233361.997743 + Penalty 3859.115587 = -19229502.882156 nChanged 886 SP:Iteration 39Q (3484.443203 sec): 3 clusters Score: Raw -19233500.486570 + Penalty 3859.115587 = -19229641.370983 nChanged 935 SP:Iteration 40F (3484.698371 sec): 3 clusters Score: Raw -19233650.378850 + Penalty 3859.115587 = -19229791.263263 nChanged 961 SP:Iteration 41Q (3484.956285 sec): 3 clusters Score: Raw -19233812.106989 + Penalty 3859.115587 = -19229952.991402 nChanged 989 SP:Iteration 42Q (3485.218044 sec): 3 clusters Score: Raw -19233984.059444 + Penalty 3859.115587 = -19230124.943857 nChanged 1090 SP:Iteration 43Q (3485.468632 sec): 3 clusters Score: Raw -19234175.808055 + Penalty 3859.115587 = -19230316.692468 nChanged 1125 SP:Iteration 44Q (3485.722962 sec): 3 clusters Score: Raw -19234391.739577 + Penalty 3859.115587 = -19230532.623990 nChanged 1223 SP:Iteration 45Q (3485.966963 sec): 3 clusters Score: Raw -19234653.139060 + Penalty 3859.115587 = -19230794.023473 nChanged 1278 SP:Iteration 46Q (3486.224656 sec): 3 clusters Score: Raw -19234929.286928 + Penalty 3859.115587 = -19231070.171341 nChanged 1297 SP:Iteration 47Q (3486.466211 sec): 3 clusters Score: Raw -19235208.337380 + Penalty 3859.115587 = -19231349.221793 nChanged 1306 SP:Iteration 48Q (3486.716159 sec): 3 clusters Score: Raw -19235505.656051 + Penalty 3859.115587 = -19231646.540464 nChanged 1408 SP:Iteration 49Q (3486.971313 sec): 3 clusters Score: Raw -19235862.172518 + Penalty 3859.115587 = -19232003.056931 nChanged 1500 SP:Iteration 50Q (3487.234531 sec): 3 clusters Score: Raw -19236258.349134 + Penalty 3859.115587 = -19232399.233547 nChanged 1492 SP:Iteration 51Q (3487.490113 sec): 3 clusters Score: Raw -19236681.549101 + Penalty 3859.115587 = -19232822.433514 nChanged 1616 SP:Iteration 52Q (3487.732114 sec): 3 clusters Score: Raw -19237161.315548 + Penalty 3859.115587 = -19233302.199961 nChanged 1647 SP:Iteration 53Q (3487.972180 sec): 3 clusters Score: Raw -19237679.275589 + Penalty 3859.115587 = -19233820.160002 nChanged 1674 SP:Iteration 54Q (3488.233167 sec): 3 clusters Score: Raw -19238229.811910 + Penalty 3859.115587 = -19234370.696323 nChanged 1701 SP:Iteration 55Q (3488.478619 sec): 3 clusters Score: Raw -19238823.792623 + Penalty 3859.115587 = -19234964.677036 nChanged 1721 SP:Iteration 56Q (3488.730796 sec): 3 clusters Score: Raw -19239456.673280 + Penalty 3859.115587 = -19235597.557693 nChanged 1761 SP:Iteration 57Q (3488.969102 sec): 3 clusters Score: Raw -19240147.104111 + Penalty 3859.115587 = -19236287.988524 nChanged 1717 SP:Iteration 58Q (3489.191630 sec): 3 clusters Score: Raw -19240832.146061 + Penalty 3859.115587 = -19236973.030474 nChanged 1693 SP:Iteration 59Q (3489.417533 sec): 3 clusters Score: Raw -19241507.197569 + Penalty 3859.115587 = -19237648.081982 nChanged 1595 SP:Iteration 60F (3489.663938 sec): 3 clusters Score: Raw -19242138.477755 + Penalty 3859.115587 = -19238279.362168 nChanged 1581 SP:Iteration 61Q (3489.902532 sec): 3 clusters Score: Raw -19242787.511158 + Penalty 3859.115587 = -19238928.395571 nChanged 1442 SP:Iteration 62Q (3490.146410 sec): 3 clusters Score: Raw -19243369.093531 + Penalty 3859.115587 = -19239509.977944 nChanged 1372 SP:Iteration 63Q (3490.385811 sec): 3 clusters Score: Raw -19243914.197180 + Penalty 3859.115587 = -19240055.081593 nChanged 1219 SP:Iteration 64Q (3490.619494 sec): 3 clusters Score: Raw -19244395.037767 + Penalty 3859.115587 = -19240535.922180 nChanged 1129 SP:Iteration 65Q (3490.859452 sec): 3 clusters Score: Raw -19244836.755447 + Penalty 3859.115587 = -19240977.639860 nChanged 989 SP:Iteration 66Q (3491.098806 sec): 3 clusters Score: Raw -19245205.222537 + Penalty 3859.115587 = -19241346.106950 nChanged 898 SP:Iteration 67Q (3491.345687 sec): 3 clusters Score: Raw -19245540.906826 + Penalty 3859.115587 = -19241681.791239 nChanged 813 SP:Iteration 68Q (3491.566347 sec): 3 clusters Score: Raw -19245841.276815 + Penalty 3859.115587 = -19241982.161228 nChanged 724 SP:Iteration 69Q (3491.800983 sec): 3 clusters Score: Raw -19246086.957655 + Penalty 3859.115587 = -19242227.842068 nChanged 597 SP:Iteration 70Q (3492.028945 sec): 3 clusters Score: Raw -19246278.161451 + Penalty 3859.115587 = -19242419.045864 nChanged 489 SP:Iteration 71Q (3492.267609 sec): 3 clusters Score: Raw -19246423.851377 + Penalty 3859.115587 = -19242564.735790 nChanged 414 SP:Iteration 72Q (3492.503340 sec): 3 clusters Score: Raw -19246543.065999 + Penalty 3859.115587 = -19242683.950412 nChanged 343 SP:Iteration 73Q (3492.739848 sec): 3 clusters Score: Raw -19246639.392049 + Penalty 3859.115587 = -19242780.276462 nChanged 276 SP:Iteration 74Q (3492.972472 sec): 3 clusters Score: Raw -19246709.828268 + Penalty 3859.115587 = -19242850.712681 nChanged 223 SP:Iteration 75Q (3493.196700 sec): 3 clusters Score: Raw -19246757.097677 + Penalty 3859.115587 = -19242897.982090 nChanged 196 SP:Iteration 76Q (3493.431797 sec): 3 clusters Score: Raw -19246797.328786 + Penalty 3859.115587 = -19242938.213199 nChanged 175 SP:Iteration 77Q (3493.670002 sec): 3 clusters Score: Raw -19246832.466400 + Penalty 3859.115587 = -19242973.350813 nChanged 137 SP:Iteration 78Q (3493.900046 sec): 3 clusters Score: Raw -19246859.642223 + Penalty 3859.115587 = -19243000.526636 nChanged 142 SP:Iteration 79Q (3494.117276 sec): 3 clusters Score: Raw -19246885.010082 + Penalty 3859.115587 = -19243025.894495 nChanged 110 SP:Iteration 80F (3494.369010 sec): 3 clusters Score: Raw -19246901.224943 + Penalty 3859.115587 = -19243042.109356 nChanged 86 SP:Iteration 81Q (3494.606314 sec): 3 clusters Score: Raw -19246911.527057 + Penalty 3859.115587 = -19243052.411470 nChanged 65 SP:Iteration 82Q (3494.832713 sec): 3 clusters Score: Raw -19246919.620679 + Penalty 3859.115587 = -19243060.505092 nChanged 62 SP:Iteration 83Q (3495.057533 sec): 3 clusters Score: Raw -19246926.299191 + Penalty 3859.115587 = -19243067.183604 nChanged 50 SP:Iteration 84Q (3495.282547 sec): 3 clusters Score: Raw -19246932.391493 + Penalty 3859.115587 = -19243073.275906 nChanged 41 SP:Iteration 85Q (3495.489811 sec): 3 clusters Score: Raw -19246936.397786 + Penalty 3859.115587 = -19243077.282199 nChanged 31 SP:Iteration 86Q (3495.719071 sec): 3 clusters Score: Raw -19246938.728721 + Penalty 3859.115587 = -19243079.613134 nChanged 23 SP:Iteration 87Q (3495.937105 sec): 3 clusters Score: Raw -19246940.613374 + Penalty 3859.115587 = -19243081.497787 nChanged 27 SP:Iteration 88Q (3496.167790 sec): 3 clusters Score: Raw -19246942.632515 + Penalty 3859.115587 = -19243083.516928 nChanged 22 SP:Iteration 89Q (3496.383069 sec): 3 clusters Score: Raw -19246944.295116 + Penalty 3859.115587 = -19243085.179529 nChanged 20 SP:Iteration 90Q (3496.606662 sec): 3 clusters Score: Raw -19246946.061356 + Penalty 3859.115587 = -19243086.945769 nChanged 12 SP:Iteration 91Q (3496.848988 sec): 3 clusters Score: Raw -19246947.063388 + Penalty 3859.115587 = -19243087.947801 nChanged 13 SP:Iteration 92Q (3497.079919 sec): 3 clusters Score: Raw -19246947.785492 + Penalty 3859.115587 = -19243088.669905 nChanged 10 SP:Iteration 93Q (3497.308412 sec): 3 clusters Score: Raw -19246948.325682 + Penalty 3859.115587 = -19243089.210095 nChanged 8 SP:Iteration 94Q (3497.539952 sec): 3 clusters Score: Raw -19246948.906872 + Penalty 3859.115587 = -19243089.791285 nChanged 9 SP:Iteration 95Q (3497.748914 sec): 3 clusters Score: Raw -19246949.472272 + Penalty 3859.115587 = -19243090.356685 nChanged 11 SP:Iteration 96Q (3497.973992 sec): 3 clusters Score: Raw -19246950.158309 + Penalty 3859.115587 = -19243091.042722 nChanged 7 SP:Iteration 97Q (3498.194458 sec): 3 clusters Score: Raw -19246950.487395 + Penalty 3859.115587 = -19243091.371808 nChanged 9 SP:Iteration 98Q (3498.424711 sec): 3 clusters Score: Raw -19246951.007339 + Penalty 3859.115587 = -19243091.891752 nChanged 7 SP:Iteration 99Q (3498.644239 sec): 3 clusters Score: Raw -19246951.270212 + Penalty 3859.115587 = -19243092.154625 nChanged 4 SP:Iteration 100F (3498.905574 sec): 3 clusters Score: Raw -19246951.411419 + Penalty 3859.115587 = -19243092.295832 nChanged 2 SP:Iteration 101Q (3499.133235 sec): 3 clusters Score: Raw -19246951.466186 + Penalty 3859.115587 = -19243092.350599 nChanged 0 SP:Iteration 102F (3499.397648 sec): 3 clusters Score: Raw -19246951.466186 + Penalty 3859.115587 = -19243092.350599 nChanged 0 Score: Raw -99941307.968982 + Penalty 66086.327377 = -99875221.641605 Splitting cluster 29 changes total score from -99873962.049521 to -99875221.641605 So it's getting split into cluster 30. Iteration 299Q (3519.712133 sec): 31 clusters Score: Raw -99941537.049577 + Penalty 66086.327377 = -99875450.722201 nChanged 1466 Iteration 300F (3533.555349 sec): 31 clusters Score: Raw -99942261.537701 + Penalty 66086.327377 = -99876175.210324 nChanged 1387 Iteration 301Q (3539.841637 sec): 31 clusters Score: Raw -99942764.714606 + Penalty 66086.327377 = -99876678.387229 nChanged 1099 Iteration 302Q (3546.294402 sec): 31 clusters Score: Raw -99943035.629387 + Penalty 66086.327377 = -99876949.302010 nChanged 918 Iteration 303Q (3552.485035 sec): 31 clusters Score: Raw -99943214.613684 + Penalty 66086.327377 = -99877128.286307 nChanged 851 Iteration 304Q (3558.788171 sec): 31 clusters Score: Raw -99943327.631478 + Penalty 66086.327377 = -99877241.304101 nChanged 751 Iteration 305Q (3565.341857 sec): 31 clusters Score: Raw -99943402.423860 + Penalty 66086.327377 = -99877316.096483 nChanged 649 Iteration 306Q (3571.761403 sec): 31 clusters Score: Raw -99943456.602889 + Penalty 66086.327377 = -99877370.275512 nChanged 587 Iteration 307Q (3578.247808 sec): 31 clusters Score: Raw -99943496.908328 + Penalty 66086.327377 = -99877410.580951 nChanged 524 Iteration 308Q (3584.731353 sec): 31 clusters Score: Raw -99943532.277578 + Penalty 66086.327377 = -99877445.950201 nChanged 497 Iteration 309Q (3590.950079 sec): 31 clusters Score: Raw -99943562.750902 + Penalty 66086.327377 = -99877476.423525 nChanged 480 Iteration 310Q (3597.402813 sec): 31 clusters Score: Raw -99943587.383583 + Penalty 66086.327377 = -99877501.056206 nChanged 446 Iteration 311Q (3603.903119 sec): 31 clusters Score: Raw -99943610.627813 + Penalty 66086.327377 = -99877524.300436 nChanged 428 Iteration 312Q (3610.070028 sec): 31 clusters Score: Raw -99943631.870247 + Penalty 66086.327377 = -99877545.542870 nChanged 399 Iteration 313Q (3616.502294 sec): 31 clusters Score: Raw -99943651.455549 + Penalty 66086.327377 = -99877565.128172 nChanged 364 Iteration 314Q (3623.058624 sec): 31 clusters Score: Raw -99943667.740030 + Penalty 66086.327377 = -99877581.412654 nChanged 332 Iteration 315Q (3629.343863 sec): 31 clusters Score: Raw -99943682.506875 + Penalty 66086.327377 = -99877596.179498 nChanged 326 Iteration 316Q (3635.682588 sec): 31 clusters Score: Raw -99943698.409943 + Penalty 66086.327377 = -99877612.082566 nChanged 344 Iteration 317Q (3642.231539 sec): 31 clusters Score: Raw -99943714.641021 + Penalty 66086.327377 = -99877628.313644 nChanged 314 Iteration 318Q (3648.698384 sec): 31 clusters Score: Raw -99943729.861481 + Penalty 66086.327377 = -99877643.534104 nChanged 281 Iteration 319Q (3655.046064 sec): 31 clusters Score: Raw -99943740.395123 + Penalty 66086.327377 = -99877654.067747 nChanged 259 Iteration 320F (3668.893958 sec): 31 clusters Score: Raw -99943760.259227 + Penalty 66086.327377 = -99877673.931850 nChanged 277 Iteration 321Q (3675.143228 sec): 31 clusters Score: Raw -99943776.204347 + Penalty 66086.327377 = -99877689.876970 nChanged 282 Iteration 322Q (3681.310988 sec): 31 clusters Score: Raw -99943787.513671 + Penalty 66086.327377 = -99877701.186294 nChanged 269 Iteration 323Q (3687.660846 sec): 31 clusters Score: Raw -99943798.552978 + Penalty 66086.327377 = -99877712.225602 nChanged 277 Iteration 324Q (3694.020768 sec): 31 clusters Score: Raw -99943809.067207 + Penalty 66086.327377 = -99877722.739830 nChanged 255 Iteration 325Q (3700.419523 sec): 31 clusters Score: Raw -99943818.480799 + Penalty 66086.327377 = -99877732.153422 nChanged 242 Iteration 326Q (3706.760008 sec): 31 clusters Score: Raw -99943828.176456 + Penalty 66086.327377 = -99877741.849079 nChanged 232 Iteration 327Q (3713.135874 sec): 31 clusters Score: Raw -99943835.698609 + Penalty 66086.327377 = -99877749.371232 nChanged 186 Iteration 328Q (3719.650224 sec): 31 clusters Score: Raw -99943841.825572 + Penalty 66086.327377 = -99877755.498195 nChanged 191 Iteration 329Q (3725.998326 sec): 31 clusters Score: Raw -99943848.567825 + Penalty 66086.327377 = -99877762.240448 nChanged 184 Iteration 330Q (3732.392653 sec): 31 clusters Score: Raw -99943855.750570 + Penalty 66086.327377 = -99877769.423193 nChanged 194 Iteration 331Q (3738.950731 sec): 31 clusters Score: Raw -99943862.856600 + Penalty 66086.327377 = -99877776.529223 nChanged 191 Iteration 332Q (3745.429665 sec): 31 clusters Score: Raw -99943869.954066 + Penalty 66086.327377 = -99877783.626690 nChanged 188 Iteration 333Q (3751.601574 sec): 31 clusters Score: Raw -99943876.896786 + Penalty 66086.327377 = -99877790.569410 nChanged 200 Iteration 334Q (3757.778094 sec): 31 clusters Score: Raw -99943883.629043 + Penalty 66086.327377 = -99877797.301667 nChanged 204 Iteration 335Q (3764.111947 sec): 31 clusters Score: Raw -99943890.707621 + Penalty 66086.327377 = -99877804.380244 nChanged 211 Iteration 336Q (3770.650434 sec): 31 clusters Score: Raw -99943897.896641 + Penalty 66086.327377 = -99877811.569264 nChanged 217 Iteration 337Q (3776.901809 sec): 31 clusters Score: Raw -99943905.712104 + Penalty 66086.327377 = -99877819.384727 nChanged 187 Iteration 338Q (3783.518287 sec): 31 clusters Score: Raw -99943911.772717 + Penalty 66086.327377 = -99877825.445340 nChanged 199 Writing temp clu file Because OldScore, -99877819.384727, is greater than current (better) Score,-99877825.445340 Compute initial score before splitting: Score: Raw -99943911.772717 + Penalty 66086.327377 = -99877825.445340 Trying to split cluster 1 (8396 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3783.776371 sec): 2 clusters Score: Raw -1094265.942977 + Penalty 1468.270486 = -1092797.672491 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3783.839097 sec): 3 clusters Score: Raw -1089672.927397 + Penalty 2936.540971 = -1086736.386425 nChanged 3581 SP:Iteration 1F (3783.890292 sec): 3 clusters Score: Raw -1091685.753195 + Penalty 2936.540971 = -1088749.212224 nChanged 592 SP:Iteration 2F (3783.942761 sec): 3 clusters Score: Raw -1092037.348323 + Penalty 2936.540971 = -1089100.807352 nChanged 486 SP:Iteration 3F (3784.000350 sec): 3 clusters Score: Raw -1092303.585638 + Penalty 2936.540971 = -1089367.044667 nChanged 411 SP:Iteration 4Q (3784.064478 sec): 3 clusters Score: Raw -1092546.665443 + Penalty 2936.540971 = -1089610.124472 nChanged 405 SP:Iteration 5Q (3784.128874 sec): 3 clusters Score: Raw -1092767.813458 + Penalty 2936.540971 = -1089831.272487 nChanged 365 SP:Iteration 6Q (3784.184351 sec): 3 clusters Score: Raw -1092953.106562 + Penalty 2936.540971 = -1090016.565591 nChanged 320 SP:Iteration 7Q (3784.240105 sec): 3 clusters Score: Raw -1093123.999399 + Penalty 2936.540971 = -1090187.458428 nChanged 298 SP:Iteration 8Q (3784.303437 sec): 3 clusters Score: Raw -1093266.255495 + Penalty 2936.540971 = -1090329.714524 nChanged 244 SP:Iteration 9Q (3784.362989 sec): 3 clusters Score: Raw -1093371.759095 + Penalty 2936.540971 = -1090435.218124 nChanged 225 SP:Iteration 10Q (3784.415150 sec): 3 clusters Score: Raw -1093458.212967 + Penalty 2936.540971 = -1090521.671996 nChanged 190 SP:Iteration 11Q (3784.477564 sec): 3 clusters Score: Raw -1093520.271972 + Penalty 2936.540971 = -1090583.731001 nChanged 149 SP:Iteration 12Q (3784.521406 sec): 3 clusters Score: Raw -1093564.228525 + Penalty 2936.540971 = -1090627.687553 nChanged 115 SP:Iteration 13Q (3784.583536 sec): 3 clusters Score: Raw -1093603.066106 + Penalty 2936.540971 = -1090666.525134 nChanged 103 SP:Iteration 14Q (3784.633766 sec): 3 clusters Score: Raw -1093638.284159 + Penalty 2936.540971 = -1090701.743188 nChanged 99 SP:Iteration 15Q (3784.700362 sec): 3 clusters Score: Raw -1093672.301116 + Penalty 2936.540971 = -1090735.760145 nChanged 98 SP:Iteration 16Q (3784.761361 sec): 3 clusters Score: Raw -1093703.365137 + Penalty 2936.540971 = -1090766.824166 nChanged 100 SP:Iteration 17Q (3784.810294 sec): 3 clusters Score: Raw -1093738.412429 + Penalty 2936.540971 = -1090801.871458 nChanged 110 SP:Iteration 18Q (3784.863617 sec): 3 clusters Score: Raw -1093770.712901 + Penalty 2936.540971 = -1090834.171930 nChanged 86 SP:Iteration 19Q (3784.925996 sec): 3 clusters Score: Raw -1093794.175383 + Penalty 2936.540971 = -1090857.634412 nChanged 71 SP:Iteration 20F (3784.978256 sec): 3 clusters Score: Raw -1093812.929721 + Penalty 2936.540971 = -1090876.388750 nChanged 72 SP:Iteration 21Q (3785.035484 sec): 3 clusters Score: Raw -1093828.134722 + Penalty 2936.540971 = -1090891.593751 nChanged 44 SP:Iteration 22Q (3785.103714 sec): 3 clusters Score: Raw -1093835.840842 + Penalty 2936.540971 = -1090899.299871 nChanged 34 SP:Iteration 23Q (3785.161541 sec): 3 clusters Score: Raw -1093840.571953 + Penalty 2936.540971 = -1090904.030982 nChanged 24 SP:Iteration 24Q (3785.198165 sec): 3 clusters Score: Raw -1093843.333946 + Penalty 2936.540971 = -1090906.792974 nChanged 16 SP:Iteration 25Q (3785.261838 sec): 3 clusters Score: Raw -1093844.818698 + Penalty 2936.540971 = -1090908.277726 nChanged 9 SP:Iteration 26Q (3785.314238 sec): 3 clusters Score: Raw -1093845.884764 + Penalty 2936.540971 = -1090909.343792 nChanged 9 SP:Iteration 27Q (3785.379067 sec): 3 clusters Score: Raw -1093847.102298 + Penalty 2936.540971 = -1090910.561326 nChanged 6 SP:Iteration 28Q (3785.428201 sec): 3 clusters Score: Raw -1093847.902452 + Penalty 2936.540971 = -1090911.361480 nChanged 7 SP:Iteration 29Q (3785.491483 sec): 3 clusters Score: Raw -1093848.812266 + Penalty 2936.540971 = -1090912.271294 nChanged 6 SP:Iteration 30Q (3785.546322 sec): 3 clusters Score: Raw -1093849.461021 + Penalty 2936.540971 = -1090912.920050 nChanged 3 SP:Iteration 31Q (3785.601303 sec): 3 clusters Score: Raw -1093849.738718 + Penalty 2936.540971 = -1090913.197746 nChanged 3 SP:Iteration 32Q (3785.664130 sec): 3 clusters Score: Raw -1093850.091719 + Penalty 2936.540971 = -1090913.550748 nChanged 3 SP:Iteration 33Q (3785.732812 sec): 3 clusters Score: Raw -1093850.449351 + Penalty 2936.540971 = -1090913.908380 nChanged 3 SP:Iteration 34Q (3785.790824 sec): 3 clusters Score: Raw -1093850.875332 + Penalty 2936.540971 = -1090914.334360 nChanged 2 SP:Iteration 35Q (3785.836050 sec): 3 clusters Score: Raw -1093851.138336 + Penalty 2936.540971 = -1090914.597365 nChanged 2 SP:Iteration 36Q (3785.893172 sec): 3 clusters Score: Raw -1093851.304588 + Penalty 2936.540971 = -1090914.763617 nChanged 2 SP:Iteration 37Q (3785.958149 sec): 3 clusters Score: Raw -1093851.487293 + Penalty 2936.540971 = -1090914.946321 nChanged 1 SP:Iteration 38Q (3786.010794 sec): 3 clusters Score: Raw -1093851.570415 + Penalty 2936.540971 = -1090915.029443 nChanged 1 SP:Iteration 39Q (3786.077002 sec): 3 clusters Score: Raw -1093851.684430 + Penalty 2936.540971 = -1090915.143458 nChanged 1 SP:Iteration 40F (3786.143761 sec): 3 clusters Score: Raw -1093851.873500 + Penalty 2936.540971 = -1090915.332529 nChanged 1 SP:Iteration 41Q (3786.195486 sec): 3 clusters Score: Raw -1093851.942789 + Penalty 2936.540971 = -1090915.401818 nChanged 1 SP:Iteration 42Q (3786.262872 sec): 3 clusters Score: Raw -1093852.000576 + Penalty 2936.540971 = -1090915.459605 nChanged 0 SP:Iteration 43F (3786.319096 sec): 3 clusters Score: Raw -1093852.000576 + Penalty 2936.540971 = -1090915.459605 nChanged 0 Trying to split cluster 2 (2830 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3786.358126 sec): 2 clusters Score: Raw -360153.052359 + Penalty 1291.555198 = -358861.497160 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3786.400083 sec): 3 clusters Score: Raw -358843.812782 + Penalty 2583.110397 = -356260.702385 nChanged 1048 SP:Iteration 1F (3786.465687 sec): 3 clusters Score: Raw -359509.152355 + Penalty 2583.110397 = -356926.041958 nChanged 241 SP:Iteration 2F (3786.508063 sec): 3 clusters Score: Raw -359753.235888 + Penalty 2583.110397 = -357170.125491 nChanged 204 SP:Iteration 3F (3786.573543 sec): 3 clusters Score: Raw -359955.390982 + Penalty 2583.110397 = -357372.280585 nChanged 174 SP:Iteration 4F (3786.627496 sec): 3 clusters Score: Raw -360130.796041 + Penalty 2583.110397 = -357547.685644 nChanged 161 SP:Iteration 5F (3786.681323 sec): 3 clusters Score: Raw -360306.560435 + Penalty 2583.110397 = -357723.450038 nChanged 154 SP:Iteration 6F (3786.733040 sec): 3 clusters Score: Raw -360515.491080 + Penalty 2583.110397 = -357932.380683 nChanged 137 SP:Iteration 7Q (3786.787129 sec): 3 clusters Score: Raw -360667.960537 + Penalty 2583.110397 = -358084.850140 nChanged 110 SP:Iteration 8Q (3786.829483 sec): 3 clusters Score: Raw -360764.874619 + Penalty 2583.110397 = -358181.764222 nChanged 72 SP:Iteration 9Q (3786.883484 sec): 3 clusters Score: Raw -360830.256376 + Penalty 2583.110397 = -358247.145979 nChanged 62 SP:Iteration 10Q (3786.942351 sec): 3 clusters Score: Raw -360875.774334 + Penalty 2583.110397 = -358292.663937 nChanged 52 SP:Iteration 11Q (3786.988299 sec): 3 clusters Score: Raw -360906.697676 + Penalty 2583.110397 = -358323.587279 nChanged 33 SP:Iteration 12Q (3787.043743 sec): 3 clusters Score: Raw -360928.178323 + Penalty 2583.110397 = -358345.067926 nChanged 25 SP:Iteration 13Q (3787.090350 sec): 3 clusters Score: Raw -360939.944627 + Penalty 2583.110397 = -358356.834230 nChanged 9 SP:Iteration 14Q (3787.139685 sec): 3 clusters Score: Raw -360946.448406 + Penalty 2583.110397 = -358363.338009 nChanged 13 SP:Iteration 15Q (3787.192279 sec): 3 clusters Score: Raw -360953.796156 + Penalty 2583.110397 = -358370.685759 nChanged 12 SP:Iteration 16Q (3787.248161 sec): 3 clusters Score: Raw -360958.532322 + Penalty 2583.110397 = -358375.421925 nChanged 8 SP:Iteration 17Q (3787.300167 sec): 3 clusters Score: Raw -360961.677917 + Penalty 2583.110397 = -358378.567520 nChanged 8 SP:Iteration 18Q (3787.352461 sec): 3 clusters Score: Raw -360964.511269 + Penalty 2583.110397 = -358381.400873 nChanged 7 SP:Iteration 19Q (3787.404693 sec): 3 clusters Score: Raw -360966.835844 + Penalty 2583.110397 = -358383.725448 nChanged 1 SP:Iteration 20F (3787.444808 sec): 3 clusters Score: Raw -360967.227755 + Penalty 2583.110397 = -358384.117358 nChanged 0 Trying to split cluster 3 (12873 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3787.495536 sec): 2 clusters Score: Raw -1694178.733142 + Penalty 1537.719198 = -1692641.013944 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3787.566174 sec): 3 clusters Score: Raw -1686664.607475 + Penalty 3075.438396 = -1683589.169078 nChanged 5717 SP:Iteration 1F (3787.628647 sec): 3 clusters Score: Raw -1689718.093546 + Penalty 3075.438396 = -1686642.655150 nChanged 710 SP:Iteration 2F (3787.687546 sec): 3 clusters Score: Raw -1690000.687043 + Penalty 3075.438396 = -1686925.248646 nChanged 658 SP:Iteration 3F (3787.737689 sec): 3 clusters Score: Raw -1690265.830991 + Penalty 3075.438396 = -1687190.392595 nChanged 599 SP:Iteration 4Q (3787.797758 sec): 3 clusters Score: Raw -1690506.131250 + Penalty 3075.438396 = -1687430.692854 nChanged 581 SP:Iteration 5Q (3787.856832 sec): 3 clusters Score: Raw -1690764.851023 + Penalty 3075.438396 = -1687689.412627 nChanged 577 SP:Iteration 6Q (3787.923494 sec): 3 clusters Score: Raw -1691031.188061 + Penalty 3075.438396 = -1687955.749665 nChanged 574 SP:Iteration 7Q (3787.977425 sec): 3 clusters Score: Raw -1691349.182597 + Penalty 3075.438396 = -1688273.744201 nChanged 590 SP:Iteration 8Q (3788.034878 sec): 3 clusters Score: Raw -1691706.980722 + Penalty 3075.438396 = -1688631.542325 nChanged 579 SP:Iteration 9Q (3788.105650 sec): 3 clusters Score: Raw -1692077.013572 + Penalty 3075.438396 = -1689001.575176 nChanged 557 SP:Iteration 10Q (3788.169113 sec): 3 clusters Score: Raw -1692465.773347 + Penalty 3075.438396 = -1689390.334950 nChanged 537 SP:Iteration 11Q (3788.240076 sec): 3 clusters Score: Raw -1692848.302708 + Penalty 3075.438396 = -1689772.864311 nChanged 447 SP:Iteration 12Q (3788.292339 sec): 3 clusters Score: Raw -1693125.274643 + Penalty 3075.438396 = -1690049.836246 nChanged 317 SP:Iteration 13Q (3788.346089 sec): 3 clusters Score: Raw -1693304.558258 + Penalty 3075.438396 = -1690229.119861 nChanged 257 SP:Iteration 14Q (3788.420761 sec): 3 clusters Score: Raw -1693420.764371 + Penalty 3075.438396 = -1690345.325974 nChanged 196 SP:Iteration 15Q (3788.485447 sec): 3 clusters Score: Raw -1693506.876946 + Penalty 3075.438396 = -1690431.438549 nChanged 171 SP:Iteration 16Q (3788.545559 sec): 3 clusters Score: Raw -1693582.339885 + Penalty 3075.438396 = -1690506.901489 nChanged 166 SP:Iteration 17Q (3788.598874 sec): 3 clusters Score: Raw -1693659.966624 + Penalty 3075.438396 = -1690584.528227 nChanged 151 SP:Iteration 18Q (3788.660889 sec): 3 clusters Score: Raw -1693724.321140 + Penalty 3075.438396 = -1690648.882744 nChanged 126 SP:Iteration 19Q (3788.726378 sec): 3 clusters Score: Raw -1693779.916611 + Penalty 3075.438396 = -1690704.478214 nChanged 109 SP:Iteration 20F (3788.757323 sec): 3 clusters Score: Raw -1693823.617201 + Penalty 3075.438396 = -1690748.178805 nChanged 96 SP:Iteration 21Q (3788.821953 sec): 3 clusters Score: Raw -1693856.383332 + Penalty 3075.438396 = -1690780.944936 nChanged 79 SP:Iteration 22Q (3788.870224 sec): 3 clusters Score: Raw -1693882.965189 + Penalty 3075.438396 = -1690807.526793 nChanged 63 SP:Iteration 23Q (3788.943073 sec): 3 clusters Score: Raw -1693901.546343 + Penalty 3075.438396 = -1690826.107947 nChanged 66 SP:Iteration 24Q (3788.995746 sec): 3 clusters Score: Raw -1693924.613836 + Penalty 3075.438396 = -1690849.175440 nChanged 61 SP:Iteration 25Q (3789.030395 sec): 3 clusters Score: Raw -1693944.442951 + Penalty 3075.438396 = -1690869.004555 nChanged 70 SP:Iteration 26Q (3789.097609 sec): 3 clusters Score: Raw -1693969.113053 + Penalty 3075.438396 = -1690893.674657 nChanged 71 SP:Iteration 27Q (3789.146349 sec): 3 clusters Score: Raw -1693997.477468 + Penalty 3075.438396 = -1690922.039071 nChanged 65 SP:Iteration 28Q (3789.215480 sec): 3 clusters Score: Raw -1694025.022860 + Penalty 3075.438396 = -1690949.584463 nChanged 61 SP:Iteration 29Q (3789.270749 sec): 3 clusters Score: Raw -1694050.302151 + Penalty 3075.438396 = -1690974.863755 nChanged 51 SP:Iteration 30Q (3789.334395 sec): 3 clusters Score: Raw -1694073.942800 + Penalty 3075.438396 = -1690998.504404 nChanged 58 SP:Iteration 31Q (3789.388901 sec): 3 clusters Score: Raw -1694095.504786 + Penalty 3075.438396 = -1691020.066390 nChanged 46 SP:Iteration 32Q (3789.443701 sec): 3 clusters Score: Raw -1694112.737359 + Penalty 3075.438396 = -1691037.298962 nChanged 44 SP:Iteration 33Q (3789.516441 sec): 3 clusters Score: Raw -1694127.584625 + Penalty 3075.438396 = -1691052.146229 nChanged 38 SP:Iteration 34Q (3789.573718 sec): 3 clusters Score: Raw -1694142.154137 + Penalty 3075.438396 = -1691066.715740 nChanged 33 SP:Iteration 35Q (3789.637440 sec): 3 clusters Score: Raw -1694154.081050 + Penalty 3075.438396 = -1691078.642654 nChanged 34 SP:Iteration 36Q (3789.694175 sec): 3 clusters Score: Raw -1694165.524349 + Penalty 3075.438396 = -1691090.085953 nChanged 38 SP:Iteration 37Q (3789.761566 sec): 3 clusters Score: Raw -1694182.777154 + Penalty 3075.438396 = -1691107.338757 nChanged 49 SP:Iteration 38Q (3789.825189 sec): 3 clusters Score: Raw -1694204.152238 + Penalty 3075.438396 = -1691128.713842 nChanged 37 SP:Iteration 39Q (3789.879817 sec): 3 clusters Score: Raw -1694220.255937 + Penalty 3075.438396 = -1691144.817540 nChanged 36 SP:Iteration 40F (3789.953197 sec): 3 clusters Score: Raw -1694233.650462 + Penalty 3075.438396 = -1691158.212066 nChanged 29 SP:Iteration 41Q (3790.008865 sec): 3 clusters Score: Raw -1694246.314149 + Penalty 3075.438396 = -1691170.875753 nChanged 31 SP:Iteration 42Q (3790.067155 sec): 3 clusters Score: Raw -1694259.787083 + Penalty 3075.438396 = -1691184.348687 nChanged 29 SP:Iteration 43Q (3790.131546 sec): 3 clusters Score: Raw -1694273.447886 + Penalty 3075.438396 = -1691198.009490 nChanged 29 SP:Iteration 44Q (3790.195196 sec): 3 clusters Score: Raw -1694291.758351 + Penalty 3075.438396 = -1691216.319954 nChanged 37 SP:Iteration 45Q (3790.244337 sec): 3 clusters Score: Raw -1694309.459224 + Penalty 3075.438396 = -1691234.020827 nChanged 30 SP:Iteration 46Q (3790.308938 sec): 3 clusters Score: Raw -1694323.166961 + Penalty 3075.438396 = -1691247.728565 nChanged 23 SP:Iteration 47Q (3790.373719 sec): 3 clusters Score: Raw -1694333.274462 + Penalty 3075.438396 = -1691257.836066 nChanged 18 SP:Iteration 48Q (3790.443538 sec): 3 clusters Score: Raw -1694341.538177 + Penalty 3075.438396 = -1691266.099781 nChanged 18 SP:Iteration 49Q (3790.502211 sec): 3 clusters Score: Raw -1694348.181444 + Penalty 3075.438396 = -1691272.743047 nChanged 18 SP:Iteration 50Q (3790.559153 sec): 3 clusters Score: Raw -1694356.462723 + Penalty 3075.438396 = -1691281.024327 nChanged 13 SP:Iteration 51Q (3790.618097 sec): 3 clusters Score: Raw -1694362.369149 + Penalty 3075.438396 = -1691286.930752 nChanged 12 SP:Iteration 52Q (3790.676525 sec): 3 clusters Score: Raw -1694371.161389 + Penalty 3075.438396 = -1691295.722993 nChanged 20 SP:Iteration 53Q (3790.739042 sec): 3 clusters Score: Raw -1694384.386719 + Penalty 3075.438396 = -1691308.948323 nChanged 19 SP:Iteration 54Q (3790.807215 sec): 3 clusters Score: Raw -1694392.640833 + Penalty 3075.438396 = -1691317.202437 nChanged 10 SP:Iteration 55Q (3790.847947 sec): 3 clusters Score: Raw -1694396.535876 + Penalty 3075.438396 = -1691321.097480 nChanged 4 SP:Iteration 56Q (3790.907141 sec): 3 clusters Score: Raw -1694398.210136 + Penalty 3075.438396 = -1691322.771740 nChanged 4 SP:Iteration 57Q (3790.968696 sec): 3 clusters Score: Raw -1694399.576374 + Penalty 3075.438396 = -1691324.137977 nChanged 2 SP:Iteration 58Q (3791.033203 sec): 3 clusters Score: Raw -1694400.428238 + Penalty 3075.438396 = -1691324.989841 nChanged 3 SP:Iteration 59Q (3791.101268 sec): 3 clusters Score: Raw -1694401.065773 + Penalty 3075.438396 = -1691325.627376 nChanged 1 SP:Iteration 60F (3791.160207 sec): 3 clusters Score: Raw -1694401.855154 + Penalty 3075.438396 = -1691326.416757 nChanged 3 SP:Iteration 61Q (3791.213439 sec): 3 clusters Score: Raw -1694403.174193 + Penalty 3075.438396 = -1691327.735796 nChanged 1 SP:Iteration 62Q (3791.276830 sec): 3 clusters Score: Raw -1694403.858155 + Penalty 3075.438396 = -1691328.419758 nChanged 1 SP:Iteration 63Q (3791.346711 sec): 3 clusters Score: Raw -1694403.954416 + Penalty 3075.438396 = -1691328.516019 nChanged 0 SP:Iteration 64F (3791.417667 sec): 3 clusters Score: Raw -1694403.954416 + Penalty 3075.438396 = -1691328.516019 nChanged 0 Trying to split cluster 4 (3618 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3791.444606 sec): 2 clusters Score: Raw -463022.584542 + Penalty 1331.472458 = -461691.112083 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3791.491091 sec): 3 clusters Score: Raw -461245.281630 + Penalty 2662.944916 = -458582.336713 nChanged 1395 SP:Iteration 1F (3791.549703 sec): 3 clusters Score: Raw -462128.192686 + Penalty 2662.944916 = -459465.247770 nChanged 284 SP:Iteration 2F (3791.598346 sec): 3 clusters Score: Raw -462365.327854 + Penalty 2662.944916 = -459702.382937 nChanged 243 SP:Iteration 3F (3791.647759 sec): 3 clusters Score: Raw -462577.288795 + Penalty 2662.944916 = -459914.343879 nChanged 203 SP:Iteration 4F (3791.697627 sec): 3 clusters Score: Raw -462737.082969 + Penalty 2662.944916 = -460074.138052 nChanged 175 SP:Iteration 5Q (3791.740819 sec): 3 clusters Score: Raw -462867.917131 + Penalty 2662.944916 = -460204.972215 nChanged 153 SP:Iteration 6Q (3791.805266 sec): 3 clusters Score: Raw -462981.545857 + Penalty 2662.944916 = -460318.600941 nChanged 133 SP:Iteration 7Q (3791.848153 sec): 3 clusters Score: Raw -463059.289400 + Penalty 2662.944916 = -460396.344484 nChanged 93 SP:Iteration 8Q (3791.906581 sec): 3 clusters Score: Raw -463118.401674 + Penalty 2662.944916 = -460455.456758 nChanged 87 SP:Iteration 9Q (3791.945903 sec): 3 clusters Score: Raw -463178.581243 + Penalty 2662.944916 = -460515.636326 nChanged 76 SP:Iteration 10Q (3791.992020 sec): 3 clusters Score: Raw -463236.041742 + Penalty 2662.944916 = -460573.096825 nChanged 73 SP:Iteration 11Q (3792.040895 sec): 3 clusters Score: Raw -463287.012273 + Penalty 2662.944916 = -460624.067357 nChanged 64 SP:Iteration 12Q (3792.099688 sec): 3 clusters Score: Raw -463327.755690 + Penalty 2662.944916 = -460664.810773 nChanged 66 SP:Iteration 13Q (3792.147931 sec): 3 clusters Score: Raw -463379.207105 + Penalty 2662.944916 = -460716.262189 nChanged 73 SP:Iteration 14Q (3792.210532 sec): 3 clusters Score: Raw -463422.716876 + Penalty 2662.944916 = -460759.771959 nChanged 75 SP:Iteration 15Q (3792.251913 sec): 3 clusters Score: Raw -463486.412779 + Penalty 2662.944916 = -460823.467862 nChanged 71 SP:Iteration 16Q (3792.313213 sec): 3 clusters Score: Raw -463533.777059 + Penalty 2662.944916 = -460870.832143 nChanged 73 SP:Iteration 17Q (3792.362992 sec): 3 clusters Score: Raw -463577.162168 + Penalty 2662.944916 = -460914.217252 nChanged 80 SP:Iteration 18Q (3792.417914 sec): 3 clusters Score: Raw -463625.917549 + Penalty 2662.944916 = -460962.972633 nChanged 79 SP:Iteration 19Q (3792.460823 sec): 3 clusters Score: Raw -463667.604765 + Penalty 2662.944916 = -461004.659848 nChanged 54 SP:Iteration 20F (3792.516860 sec): 3 clusters Score: Raw -463691.462335 + Penalty 2662.944916 = -461028.517418 nChanged 41 SP:Iteration 21Q (3792.583031 sec): 3 clusters Score: Raw -463707.502312 + Penalty 2662.944916 = -461044.557396 nChanged 29 SP:Iteration 22Q (3792.638480 sec): 3 clusters Score: Raw -463719.041215 + Penalty 2662.944916 = -461056.096299 nChanged 24 SP:Iteration 23Q (3792.689704 sec): 3 clusters Score: Raw -463729.803038 + Penalty 2662.944916 = -461066.858122 nChanged 25 SP:Iteration 24Q (3792.740972 sec): 3 clusters Score: Raw -463739.534801 + Penalty 2662.944916 = -461076.589885 nChanged 16 SP:Iteration 25Q (3792.791903 sec): 3 clusters Score: Raw -463743.710772 + Penalty 2662.944916 = -461080.765856 nChanged 14 SP:Iteration 26Q (3792.837593 sec): 3 clusters Score: Raw -463747.065405 + Penalty 2662.944916 = -461084.120489 nChanged 10 SP:Iteration 27Q (3792.891324 sec): 3 clusters Score: Raw -463749.469795 + Penalty 2662.944916 = -461086.524878 nChanged 9 SP:Iteration 28Q (3792.936362 sec): 3 clusters Score: Raw -463751.635167 + Penalty 2662.944916 = -461088.690250 nChanged 4 SP:Iteration 29Q (3792.996337 sec): 3 clusters Score: Raw -463752.365959 + Penalty 2662.944916 = -461089.421043 nChanged 4 SP:Iteration 30Q (3793.050581 sec): 3 clusters Score: Raw -463753.264153 + Penalty 2662.944916 = -461090.319236 nChanged 2 SP:Iteration 31Q (3793.103084 sec): 3 clusters Score: Raw -463753.545787 + Penalty 2662.944916 = -461090.600871 nChanged 2 SP:Iteration 32Q (3793.155051 sec): 3 clusters Score: Raw -463754.056183 + Penalty 2662.944916 = -461091.111266 nChanged 1 SP:Iteration 33Q (3793.202610 sec): 3 clusters Score: Raw -463754.327299 + Penalty 2662.944916 = -461091.382382 nChanged 2 SP:Iteration 34Q (3793.244610 sec): 3 clusters Score: Raw -463754.922575 + Penalty 2662.944916 = -461091.977659 nChanged 1 SP:Iteration 35Q (3793.296284 sec): 3 clusters Score: Raw -463755.146278 + Penalty 2662.944916 = -461092.201362 nChanged 0 SP:Iteration 36F (3793.350815 sec): 3 clusters Score: Raw -463755.146278 + Penalty 2662.944916 = -461092.201362 nChanged 0 Trying to split cluster 5 (3650 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3793.377875 sec): 2 clusters Score: Raw -481247.702890 + Penalty 1332.903398 = -479914.799492 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3793.431409 sec): 3 clusters Score: Raw -479482.696834 + Penalty 2665.806795 = -476816.890039 nChanged 1397 SP:Iteration 1F (3793.471249 sec): 3 clusters Score: Raw -480290.930153 + Penalty 2665.806795 = -477625.123358 nChanged 269 SP:Iteration 2F (3793.518181 sec): 3 clusters Score: Raw -480449.240791 + Penalty 2665.806795 = -477783.433996 nChanged 196 SP:Iteration 3F (3793.574519 sec): 3 clusters Score: Raw -480563.901806 + Penalty 2665.806795 = -477898.095011 nChanged 168 SP:Iteration 4Q (3793.618813 sec): 3 clusters Score: Raw -480657.141615 + Penalty 2665.806795 = -477991.334820 nChanged 145 SP:Iteration 5Q (3793.675316 sec): 3 clusters Score: Raw -480735.683526 + Penalty 2665.806795 = -478069.876730 nChanged 127 SP:Iteration 6Q (3793.722708 sec): 3 clusters Score: Raw -480809.487187 + Penalty 2665.806795 = -478143.680391 nChanged 119 SP:Iteration 7Q (3793.768647 sec): 3 clusters Score: Raw -480897.183619 + Penalty 2665.806795 = -478231.376824 nChanged 123 SP:Iteration 8Q (3793.818045 sec): 3 clusters Score: Raw -480959.550021 + Penalty 2665.806795 = -478293.743226 nChanged 100 SP:Iteration 9Q (3793.865177 sec): 3 clusters Score: Raw -481012.501685 + Penalty 2665.806795 = -478346.694890 nChanged 104 SP:Iteration 10Q (3793.915976 sec): 3 clusters Score: Raw -481058.292314 + Penalty 2665.806795 = -478392.485519 nChanged 80 SP:Iteration 11Q (3793.964985 sec): 3 clusters Score: Raw -481098.669824 + Penalty 2665.806795 = -478432.863029 nChanged 71 SP:Iteration 12Q (3794.009606 sec): 3 clusters Score: Raw -481134.715390 + Penalty 2665.806795 = -478468.908595 nChanged 82 SP:Iteration 13Q (3794.061443 sec): 3 clusters Score: Raw -481176.057236 + Penalty 2665.806795 = -478510.250441 nChanged 81 SP:Iteration 14Q (3794.097406 sec): 3 clusters Score: Raw -481217.567255 + Penalty 2665.806795 = -478551.760460 nChanged 69 SP:Iteration 15Q (3794.145699 sec): 3 clusters Score: Raw -481252.039284 + Penalty 2665.806795 = -478586.232489 nChanged 63 SP:Iteration 16Q (3794.200341 sec): 3 clusters Score: Raw -481281.413026 + Penalty 2665.806795 = -478615.606231 nChanged 52 SP:Iteration 17Q (3794.239387 sec): 3 clusters Score: Raw -481305.428340 + Penalty 2665.806795 = -478639.621545 nChanged 46 SP:Iteration 18Q (3794.296880 sec): 3 clusters Score: Raw -481326.004255 + Penalty 2665.806795 = -478660.197460 nChanged 47 SP:Iteration 19Q (3794.340488 sec): 3 clusters Score: Raw -481349.075830 + Penalty 2665.806795 = -478683.269035 nChanged 30 SP:Iteration 20F (3794.392295 sec): 3 clusters Score: Raw -481363.641374 + Penalty 2665.806795 = -478697.834579 nChanged 24 SP:Iteration 21Q (3794.440944 sec): 3 clusters Score: Raw -481373.600336 + Penalty 2665.806795 = -478707.793541 nChanged 22 SP:Iteration 22Q (3794.494177 sec): 3 clusters Score: Raw -481380.292775 + Penalty 2665.806795 = -478714.485980 nChanged 21 SP:Iteration 23Q (3794.546343 sec): 3 clusters Score: Raw -481388.127471 + Penalty 2665.806795 = -478722.320675 nChanged 21 SP:Iteration 24Q (3794.586939 sec): 3 clusters Score: Raw -481394.599425 + Penalty 2665.806795 = -478728.792630 nChanged 15 SP:Iteration 25Q (3794.650861 sec): 3 clusters Score: Raw -481401.164164 + Penalty 2665.806795 = -478735.357369 nChanged 12 SP:Iteration 26Q (3794.691443 sec): 3 clusters Score: Raw -481404.317418 + Penalty 2665.806795 = -478738.510623 nChanged 9 SP:Iteration 27Q (3794.732247 sec): 3 clusters Score: Raw -481407.077476 + Penalty 2665.806795 = -478741.270681 nChanged 12 SP:Iteration 28Q (3794.782500 sec): 3 clusters Score: Raw -481411.209156 + Penalty 2665.806795 = -478745.402361 nChanged 7 SP:Iteration 29Q (3794.835032 sec): 3 clusters Score: Raw -481413.227571 + Penalty 2665.806795 = -478747.420776 nChanged 9 SP:Iteration 30Q (3794.886420 sec): 3 clusters Score: Raw -481417.038825 + Penalty 2665.806795 = -478751.232030 nChanged 11 SP:Iteration 31Q (3794.932647 sec): 3 clusters Score: Raw -481421.882380 + Penalty 2665.806795 = -478756.075585 nChanged 8 SP:Iteration 32Q (3794.981369 sec): 3 clusters Score: Raw -481424.100873 + Penalty 2665.806795 = -478758.294078 nChanged 7 SP:Iteration 33Q (3795.029134 sec): 3 clusters Score: Raw -481426.245779 + Penalty 2665.806795 = -478760.438984 nChanged 7 SP:Iteration 34Q (3795.075387 sec): 3 clusters Score: Raw -481429.155241 + Penalty 2665.806795 = -478763.348446 nChanged 4 SP:Iteration 35Q (3795.132019 sec): 3 clusters Score: Raw -481430.350884 + Penalty 2665.806795 = -478764.544089 nChanged 3 SP:Iteration 36Q (3795.181973 sec): 3 clusters Score: Raw -481431.441587 + Penalty 2665.806795 = -478765.634792 nChanged 3 SP:Iteration 37Q (3795.220110 sec): 3 clusters Score: Raw -481432.779563 + Penalty 2665.806795 = -478766.972768 nChanged 5 SP:Iteration 38Q (3795.271214 sec): 3 clusters Score: Raw -481434.928040 + Penalty 2665.806795 = -478769.121245 nChanged 7 SP:Iteration 39Q (3795.309311 sec): 3 clusters Score: Raw -481436.809092 + Penalty 2665.806795 = -478771.002297 nChanged 6 SP:Iteration 40F (3795.366059 sec): 3 clusters Score: Raw -481438.621873 + Penalty 2665.806795 = -478772.815078 nChanged 6 SP:Iteration 41Q (3795.405354 sec): 3 clusters Score: Raw -481440.545595 + Penalty 2665.806795 = -478774.738799 nChanged 3 SP:Iteration 42Q (3795.460123 sec): 3 clusters Score: Raw -481441.588887 + Penalty 2665.806795 = -478775.782092 nChanged 3 SP:Iteration 43Q (3795.505851 sec): 3 clusters Score: Raw -481442.651731 + Penalty 2665.806795 = -478776.844935 nChanged 3 SP:Iteration 44Q (3795.558254 sec): 3 clusters Score: Raw -481443.551054 + Penalty 2665.806795 = -478777.744259 nChanged 4 SP:Iteration 45Q (3795.609059 sec): 3 clusters Score: Raw -481445.962618 + Penalty 2665.806795 = -478780.155823 nChanged 5 SP:Iteration 46Q (3795.655982 sec): 3 clusters Score: Raw -481447.655198 + Penalty 2665.806795 = -478781.848403 nChanged 6 SP:Iteration 47Q (3795.706996 sec): 3 clusters Score: Raw -481450.165737 + Penalty 2665.806795 = -478784.358942 nChanged 4 SP:Iteration 48Q (3795.752932 sec): 3 clusters Score: Raw -481451.298645 + Penalty 2665.806795 = -478785.491850 nChanged 1 SP:Iteration 49Q (3795.806728 sec): 3 clusters Score: Raw -481451.511024 + Penalty 2665.806795 = -478785.704229 nChanged 1 SP:Iteration 50Q (3795.871075 sec): 3 clusters Score: Raw -481451.861192 + Penalty 2665.806795 = -478786.054397 nChanged 1 SP:Iteration 51Q (3795.923225 sec): 3 clusters Score: Raw -481452.597583 + Penalty 2665.806795 = -478786.790788 nChanged 3 SP:Iteration 52Q (3795.964570 sec): 3 clusters Score: Raw -481453.555191 + Penalty 2665.806795 = -478787.748396 nChanged 1 SP:Iteration 53Q (3796.010694 sec): 3 clusters Score: Raw -481454.001036 + Penalty 2665.806795 = -478788.194241 nChanged 0 SP:Iteration 54F (3796.057929 sec): 3 clusters Score: Raw -481454.001036 + Penalty 2665.806795 = -478788.194241 nChanged 0 Trying to split cluster 6 (6242 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3796.087237 sec): 2 clusters Score: Raw -844509.899106 + Penalty 1420.096587 = -843089.802519 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3796.138308 sec): 3 clusters Score: Raw -841122.435789 + Penalty 2840.193175 = -838282.242614 nChanged 2604 SP:Iteration 1F (3796.198928 sec): 3 clusters Score: Raw -842535.997813 + Penalty 2840.193175 = -839695.804638 nChanged 456 SP:Iteration 2F (3796.241168 sec): 3 clusters Score: Raw -842784.857035 + Penalty 2840.193175 = -839944.663860 nChanged 360 SP:Iteration 3F (3796.287876 sec): 3 clusters Score: Raw -842965.460137 + Penalty 2840.193175 = -840125.266962 nChanged 272 SP:Iteration 4Q (3796.341489 sec): 3 clusters Score: Raw -843092.145937 + Penalty 2840.193175 = -840251.952762 nChanged 243 SP:Iteration 5Q (3796.387405 sec): 3 clusters Score: Raw -843223.308972 + Penalty 2840.193175 = -840383.115797 nChanged 253 SP:Iteration 6Q (3796.444345 sec): 3 clusters Score: Raw -843354.101245 + Penalty 2840.193175 = -840513.908070 nChanged 218 SP:Iteration 7Q (3796.480186 sec): 3 clusters Score: Raw -843465.554003 + Penalty 2840.193175 = -840625.360828 nChanged 187 SP:Iteration 8Q (3796.543649 sec): 3 clusters Score: Raw -843560.907588 + Penalty 2840.193175 = -840720.714414 nChanged 171 SP:Iteration 9Q (3796.600563 sec): 3 clusters Score: Raw -843640.089726 + Penalty 2840.193175 = -840799.896551 nChanged 149 SP:Iteration 10Q (3796.649500 sec): 3 clusters Score: Raw -843703.683963 + Penalty 2840.193175 = -840863.490788 nChanged 138 SP:Iteration 11Q (3796.700843 sec): 3 clusters Score: Raw -843770.172701 + Penalty 2840.193175 = -840929.979526 nChanged 143 SP:Iteration 12Q (3796.758876 sec): 3 clusters Score: Raw -843843.590018 + Penalty 2840.193175 = -841003.396843 nChanged 134 SP:Iteration 13Q (3796.815528 sec): 3 clusters Score: Raw -843906.456891 + Penalty 2840.193175 = -841066.263716 nChanged 122 SP:Iteration 14Q (3796.867975 sec): 3 clusters Score: Raw -843960.610943 + Penalty 2840.193175 = -841120.417768 nChanged 99 SP:Iteration 15Q (3796.920289 sec): 3 clusters Score: Raw -844012.266481 + Penalty 2840.193175 = -841172.073306 nChanged 103 SP:Iteration 16Q (3796.972370 sec): 3 clusters Score: Raw -844069.152685 + Penalty 2840.193175 = -841228.959510 nChanged 104 SP:Iteration 17Q (3797.025357 sec): 3 clusters Score: Raw -844126.038964 + Penalty 2840.193175 = -841285.845789 nChanged 99 SP:Iteration 18Q (3797.075930 sec): 3 clusters Score: Raw -844176.207038 + Penalty 2840.193175 = -841336.013863 nChanged 78 SP:Iteration 19Q (3797.130476 sec): 3 clusters Score: Raw -844212.904874 + Penalty 2840.193175 = -841372.711699 nChanged 69 SP:Iteration 20F (3797.183200 sec): 3 clusters Score: Raw -844251.183691 + Penalty 2840.193175 = -841410.990516 nChanged 72 SP:Iteration 21Q (3797.224061 sec): 3 clusters Score: Raw -844296.493144 + Penalty 2840.193175 = -841456.299969 nChanged 73 SP:Iteration 22Q (3797.271596 sec): 3 clusters Score: Raw -844340.151741 + Penalty 2840.193175 = -841499.958566 nChanged 68 SP:Iteration 23Q (3797.323284 sec): 3 clusters Score: Raw -844386.433210 + Penalty 2840.193175 = -841546.240035 nChanged 57 SP:Iteration 24Q (3797.381109 sec): 3 clusters Score: Raw -844422.060096 + Penalty 2840.193175 = -841581.866921 nChanged 53 SP:Iteration 25Q (3797.428766 sec): 3 clusters Score: Raw -844462.855035 + Penalty 2840.193175 = -841622.661860 nChanged 59 SP:Iteration 26Q (3797.493689 sec): 3 clusters Score: Raw -844505.974872 + Penalty 2840.193175 = -841665.781697 nChanged 47 SP:Iteration 27Q (3797.530468 sec): 3 clusters Score: Raw -844540.317254 + Penalty 2840.193175 = -841700.124079 nChanged 41 SP:Iteration 28Q (3797.591222 sec): 3 clusters Score: Raw -844573.029990 + Penalty 2840.193175 = -841732.836815 nChanged 35 SP:Iteration 29Q (3797.639610 sec): 3 clusters Score: Raw -844599.284209 + Penalty 2840.193175 = -841759.091034 nChanged 28 SP:Iteration 30Q (3797.684327 sec): 3 clusters Score: Raw -844620.893676 + Penalty 2840.193175 = -841780.700501 nChanged 29 SP:Iteration 31Q (3797.726185 sec): 3 clusters Score: Raw -844639.135693 + Penalty 2840.193175 = -841798.942518 nChanged 18 SP:Iteration 32Q (3797.779505 sec): 3 clusters Score: Raw -844655.143418 + Penalty 2840.193175 = -841814.950243 nChanged 17 SP:Iteration 33Q (3797.831651 sec): 3 clusters Score: Raw -844669.000052 + Penalty 2840.193175 = -841828.806877 nChanged 17 SP:Iteration 34Q (3797.891619 sec): 3 clusters Score: Raw -844684.153295 + Penalty 2840.193175 = -841843.960121 nChanged 17 SP:Iteration 35Q (3797.944714 sec): 3 clusters Score: Raw -844702.423569 + Penalty 2840.193175 = -841862.230394 nChanged 16 SP:Iteration 36Q (3797.992936 sec): 3 clusters Score: Raw -844711.963882 + Penalty 2840.193175 = -841871.770707 nChanged 9 SP:Iteration 37Q (3798.048952 sec): 3 clusters Score: Raw -844718.936731 + Penalty 2840.193175 = -841878.743556 nChanged 10 SP:Iteration 38Q (3798.096889 sec): 3 clusters Score: Raw -844724.765576 + Penalty 2840.193175 = -841884.572401 nChanged 7 SP:Iteration 39Q (3798.146284 sec): 3 clusters Score: Raw -844730.829156 + Penalty 2840.193175 = -841890.635981 nChanged 5 SP:Iteration 40F (3798.203819 sec): 3 clusters Score: Raw -844733.576904 + Penalty 2840.193175 = -841893.383729 nChanged 4 SP:Iteration 41Q (3798.241769 sec): 3 clusters Score: Raw -844735.806420 + Penalty 2840.193175 = -841895.613245 nChanged 2 SP:Iteration 42Q (3798.288797 sec): 3 clusters Score: Raw -844736.543572 + Penalty 2840.193175 = -841896.350397 nChanged 2 SP:Iteration 43Q (3798.336832 sec): 3 clusters Score: Raw -844737.506483 + Penalty 2840.193175 = -841897.313308 nChanged 1 SP:Iteration 44Q (3798.388387 sec): 3 clusters Score: Raw -844737.995368 + Penalty 2840.193175 = -841897.802193 nChanged 0 SP:Iteration 45F (3798.434427 sec): 3 clusters Score: Raw -844737.995368 + Penalty 2840.193175 = -841897.802193 nChanged 0 Trying to split cluster 7 (1851 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3798.459097 sec): 2 clusters Score: Raw -224133.850319 + Penalty 1222.565713 = -222911.284605 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3798.490479 sec): 3 clusters Score: Raw -223341.712803 + Penalty 2445.131427 = -220896.581376 nChanged 667 SP:Iteration 1F (3798.527001 sec): 3 clusters Score: Raw -223959.950826 + Penalty 2445.131427 = -221514.819400 nChanged 231 SP:Iteration 2F (3798.567100 sec): 3 clusters Score: Raw -224263.306058 + Penalty 2445.131427 = -221818.174631 nChanged 146 SP:Iteration 3F (3798.604041 sec): 3 clusters Score: Raw -224475.260966 + Penalty 2445.131427 = -222030.129539 nChanged 106 SP:Iteration 4F (3798.640748 sec): 3 clusters Score: Raw -224601.683834 + Penalty 2445.131427 = -222156.552407 nChanged 65 SP:Iteration 5Q (3798.678321 sec): 3 clusters Score: Raw -224661.520340 + Penalty 2445.131427 = -222216.388914 nChanged 40 SP:Iteration 6Q (3798.725992 sec): 3 clusters Score: Raw -224697.436080 + Penalty 2445.131427 = -222252.304654 nChanged 33 SP:Iteration 7Q (3798.780232 sec): 3 clusters Score: Raw -224724.697031 + Penalty 2445.131427 = -222279.565604 nChanged 25 SP:Iteration 8Q (3798.818504 sec): 3 clusters Score: Raw -224743.396919 + Penalty 2445.131427 = -222298.265493 nChanged 18 SP:Iteration 9Q (3798.861824 sec): 3 clusters Score: Raw -224757.976002 + Penalty 2445.131427 = -222312.844575 nChanged 15 SP:Iteration 10Q (3798.912286 sec): 3 clusters Score: Raw -224769.618792 + Penalty 2445.131427 = -222324.487365 nChanged 9 SP:Iteration 11Q (3798.961431 sec): 3 clusters Score: Raw -224774.719347 + Penalty 2445.131427 = -222329.587920 nChanged 2 SP:Iteration 12Q (3799.007749 sec): 3 clusters Score: Raw -224775.601006 + Penalty 2445.131427 = -222330.469579 nChanged 2 SP:Iteration 13Q (3799.059302 sec): 3 clusters Score: Raw -224777.100452 + Penalty 2445.131427 = -222331.969026 nChanged 2 SP:Iteration 14Q (3799.110308 sec): 3 clusters Score: Raw -224778.175208 + Penalty 2445.131427 = -222333.043782 nChanged 1 SP:Iteration 15Q (3799.164132 sec): 3 clusters Score: Raw -224778.517248 + Penalty 2445.131427 = -222333.385822 nChanged 0 SP:Iteration 16F (3799.207877 sec): 3 clusters Score: Raw -224778.517248 + Penalty 2445.131427 = -222333.385822 nChanged 0 Trying to split cluster 8 (31527 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3799.277235 sec): 2 clusters Score: Raw -4098901.580266 + Penalty 1683.272435 = -4097218.307831 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3799.372412 sec): 3 clusters Score: Raw -4079333.072986 + Penalty 3366.544870 = -4075966.528116 nChanged 14596 SP:Iteration 1F (3799.464327 sec): 3 clusters Score: Raw -4087544.277175 + Penalty 3366.544870 = -4084177.732305 nChanged 1426 SP:Iteration 2Q (3799.567725 sec): 3 clusters Score: Raw -4087969.417229 + Penalty 3366.544870 = -4084602.872359 nChanged 1282 SP:Iteration 3Q (3799.659828 sec): 3 clusters Score: Raw -4088350.530634 + Penalty 3366.544870 = -4084983.985764 nChanged 1222 SP:Iteration 4Q (3799.757939 sec): 3 clusters Score: Raw -4088711.022496 + Penalty 3366.544870 = -4085344.477626 nChanged 1113 SP:Iteration 5Q (3799.839578 sec): 3 clusters Score: Raw -4089045.739884 + Penalty 3366.544870 = -4085679.195013 nChanged 1027 SP:Iteration 6Q (3799.945883 sec): 3 clusters Score: Raw -4089343.064973 + Penalty 3366.544870 = -4085976.520103 nChanged 973 SP:Iteration 7Q (3800.044215 sec): 3 clusters Score: Raw -4089620.056092 + Penalty 3366.544870 = -4086253.511222 nChanged 946 SP:Iteration 8Q (3800.146469 sec): 3 clusters Score: Raw -4089918.835112 + Penalty 3366.544870 = -4086552.290242 nChanged 1039 SP:Iteration 9Q (3800.250653 sec): 3 clusters Score: Raw -4090318.745176 + Penalty 3366.544870 = -4086952.200306 nChanged 1164 SP:Iteration 10Q (3800.347122 sec): 3 clusters Score: Raw -4090856.589376 + Penalty 3366.544870 = -4087490.044505 nChanged 1298 SP:Iteration 11Q (3800.440819 sec): 3 clusters Score: Raw -4091517.443140 + Penalty 3366.544870 = -4088150.898270 nChanged 1360 SP:Iteration 12Q (3800.534868 sec): 3 clusters Score: Raw -4092311.418451 + Penalty 3366.544870 = -4088944.873581 nChanged 1473 SP:Iteration 13Q (3800.632749 sec): 3 clusters Score: Raw -4093271.218811 + Penalty 3366.544870 = -4089904.673941 nChanged 1434 SP:Iteration 14Q (3800.713346 sec): 3 clusters Score: Raw -4094186.567278 + Penalty 3366.544870 = -4090820.022408 nChanged 1241 SP:Iteration 15Q (3800.811351 sec): 3 clusters Score: Raw -4094901.273323 + Penalty 3366.544870 = -4091534.728453 nChanged 1011 SP:Iteration 16Q (3800.906226 sec): 3 clusters Score: Raw -4095420.723672 + Penalty 3366.544870 = -4092054.178802 nChanged 807 SP:Iteration 17Q (3800.982241 sec): 3 clusters Score: Raw -4095798.839901 + Penalty 3366.544870 = -4092432.295031 nChanged 658 SP:Iteration 18Q (3801.065219 sec): 3 clusters Score: Raw -4096097.929943 + Penalty 3366.544870 = -4092731.385073 nChanged 582 SP:Iteration 19Q (3801.145209 sec): 3 clusters Score: Raw -4096345.808203 + Penalty 3366.544870 = -4092979.263333 nChanged 518 SP:Iteration 20F (3801.215299 sec): 3 clusters Score: Raw -4096559.162864 + Penalty 3366.544870 = -4093192.617993 nChanged 471 SP:Iteration 21Q (3801.279760 sec): 3 clusters Score: Raw -4096762.899249 + Penalty 3366.544870 = -4093396.354379 nChanged 468 SP:Iteration 22Q (3801.376188 sec): 3 clusters Score: Raw -4096979.666111 + Penalty 3366.544870 = -4093613.121241 nChanged 492 SP:Iteration 23Q (3801.469106 sec): 3 clusters Score: Raw -4097209.563205 + Penalty 3366.544870 = -4093843.018335 nChanged 504 SP:Iteration 24Q (3801.565051 sec): 3 clusters Score: Raw -4097466.557041 + Penalty 3366.544870 = -4094100.012170 nChanged 515 SP:Iteration 25Q (3801.648450 sec): 3 clusters Score: Raw -4097749.983700 + Penalty 3366.544870 = -4094383.438830 nChanged 475 SP:Iteration 26Q (3801.746171 sec): 3 clusters Score: Raw -4098016.688345 + Penalty 3366.544870 = -4094650.143475 nChanged 408 SP:Iteration 27Q (3801.829082 sec): 3 clusters Score: Raw -4098227.100691 + Penalty 3366.544870 = -4094860.555821 nChanged 354 SP:Iteration 28Q (3801.913849 sec): 3 clusters Score: Raw -4098413.004247 + Penalty 3366.544870 = -4095046.459377 nChanged 312 SP:Iteration 29Q (3802.000859 sec): 3 clusters Score: Raw -4098584.415013 + Penalty 3366.544870 = -4095217.870142 nChanged 272 SP:Iteration 30Q (3802.090282 sec): 3 clusters Score: Raw -4098726.509629 + Penalty 3366.544870 = -4095359.964759 nChanged 238 SP:Iteration 31Q (3802.176043 sec): 3 clusters Score: Raw -4098850.164144 + Penalty 3366.544870 = -4095483.619274 nChanged 185 SP:Iteration 32Q (3802.254362 sec): 3 clusters Score: Raw -4098937.022988 + Penalty 3366.544870 = -4095570.478118 nChanged 163 SP:Iteration 33Q (3802.347309 sec): 3 clusters Score: Raw -4099016.865428 + Penalty 3366.544870 = -4095650.320557 nChanged 140 SP:Iteration 34Q (3802.424837 sec): 3 clusters Score: Raw -4099081.672153 + Penalty 3366.544870 = -4095715.127283 nChanged 113 SP:Iteration 35Q (3802.507596 sec): 3 clusters Score: Raw -4099134.566865 + Penalty 3366.544870 = -4095768.021995 nChanged 91 SP:Iteration 36Q (3802.592662 sec): 3 clusters Score: Raw -4099180.515804 + Penalty 3366.544870 = -4095813.970934 nChanged 84 SP:Iteration 37Q (3802.683830 sec): 3 clusters Score: Raw -4099223.771350 + Penalty 3366.544870 = -4095857.226479 nChanged 63 SP:Iteration 38Q (3802.781575 sec): 3 clusters Score: Raw -4099250.160420 + Penalty 3366.544870 = -4095883.615550 nChanged 52 SP:Iteration 39Q (3802.866849 sec): 3 clusters Score: Raw -4099268.384811 + Penalty 3366.544870 = -4095901.839941 nChanged 33 SP:Iteration 40F (3802.958314 sec): 3 clusters Score: Raw -4099277.558353 + Penalty 3366.544870 = -4095911.013482 nChanged 36 SP:Iteration 41Q (3803.039322 sec): 3 clusters Score: Raw -4099289.773404 + Penalty 3366.544870 = -4095923.228534 nChanged 26 SP:Iteration 42Q (3803.123771 sec): 3 clusters Score: Raw -4099299.298022 + Penalty 3366.544870 = -4095932.753152 nChanged 25 SP:Iteration 43Q (3803.198806 sec): 3 clusters Score: Raw -4099309.549875 + Penalty 3366.544870 = -4095943.005005 nChanged 19 SP:Iteration 44Q (3803.280520 sec): 3 clusters Score: Raw -4099316.604905 + Penalty 3366.544870 = -4095950.060035 nChanged 23 SP:Iteration 45Q (3803.351915 sec): 3 clusters Score: Raw -4099323.650752 + Penalty 3366.544870 = -4095957.105882 nChanged 17 SP:Iteration 46Q (3803.436095 sec): 3 clusters Score: Raw -4099330.775262 + Penalty 3366.544870 = -4095964.230392 nChanged 19 SP:Iteration 47Q (3803.526890 sec): 3 clusters Score: Raw -4099338.975125 + Penalty 3366.544870 = -4095972.430255 nChanged 23 SP:Iteration 48Q (3803.610071 sec): 3 clusters Score: Raw -4099346.513385 + Penalty 3366.544870 = -4095979.968515 nChanged 11 SP:Iteration 49Q (3803.701174 sec): 3 clusters Score: Raw -4099348.994478 + Penalty 3366.544870 = -4095982.449608 nChanged 4 SP:Iteration 50Q (3803.785651 sec): 3 clusters Score: Raw -4099349.955019 + Penalty 3366.544870 = -4095983.410149 nChanged 2 SP:Iteration 51Q (3803.866093 sec): 3 clusters Score: Raw -4099350.796745 + Penalty 3366.544870 = -4095984.251875 nChanged 4 SP:Iteration 52Q (3803.947450 sec): 3 clusters Score: Raw -4099353.201110 + Penalty 3366.544870 = -4095986.656239 nChanged 10 SP:Iteration 53Q (3804.034543 sec): 3 clusters Score: Raw -4099357.097759 + Penalty 3366.544870 = -4095990.552888 nChanged 14 SP:Iteration 54Q (3804.124117 sec): 3 clusters Score: Raw -4099362.317052 + Penalty 3366.544870 = -4095995.772182 nChanged 19 SP:Iteration 55Q (3804.209558 sec): 3 clusters Score: Raw -4099368.759432 + Penalty 3366.544870 = -4096002.214562 nChanged 17 SP:Iteration 56Q (3804.291844 sec): 3 clusters Score: Raw -4099375.143746 + Penalty 3366.544870 = -4096008.598876 nChanged 13 SP:Iteration 57Q (3804.391287 sec): 3 clusters Score: Raw -4099381.136877 + Penalty 3366.544870 = -4096014.592007 nChanged 12 SP:Iteration 58Q (3804.481779 sec): 3 clusters Score: Raw -4099384.574348 + Penalty 3366.544870 = -4096018.029478 nChanged 13 SP:Iteration 59Q (3804.573465 sec): 3 clusters Score: Raw -4099388.082015 + Penalty 3366.544870 = -4096021.537145 nChanged 10 SP:Iteration 60F (3804.675475 sec): 3 clusters Score: Raw -4099392.524142 + Penalty 3366.544870 = -4096025.979271 nChanged 10 SP:Iteration 61Q (3804.766748 sec): 3 clusters Score: Raw -4099396.179979 + Penalty 3366.544870 = -4096029.635108 nChanged 11 SP:Iteration 62Q (3804.852159 sec): 3 clusters Score: Raw -4099399.894259 + Penalty 3366.544870 = -4096033.349388 nChanged 6 SP:Iteration 63Q (3804.941419 sec): 3 clusters Score: Raw -4099401.147450 + Penalty 3366.544870 = -4096034.602580 nChanged 5 SP:Iteration 64Q (3805.036467 sec): 3 clusters Score: Raw -4099402.109655 + Penalty 3366.544870 = -4096035.564785 nChanged 2 SP:Iteration 65Q (3805.129530 sec): 3 clusters Score: Raw -4099402.403547 + Penalty 3366.544870 = -4096035.858677 nChanged 1 SP:Iteration 66Q (3805.227749 sec): 3 clusters Score: Raw -4099402.851778 + Penalty 3366.544870 = -4096036.306908 nChanged 3 SP:Iteration 67Q (3805.317558 sec): 3 clusters Score: Raw -4099403.924109 + Penalty 3366.544870 = -4096037.379239 nChanged 4 SP:Iteration 68Q (3805.406249 sec): 3 clusters Score: Raw -4099405.339565 + Penalty 3366.544870 = -4096038.794695 nChanged 9 SP:Iteration 69Q (3805.492306 sec): 3 clusters Score: Raw -4099408.163434 + Penalty 3366.544870 = -4096041.618564 nChanged 10 SP:Iteration 70Q (3805.579833 sec): 3 clusters Score: Raw -4099410.934401 + Penalty 3366.544870 = -4096044.389531 nChanged 10 SP:Iteration 71Q (3805.664449 sec): 3 clusters Score: Raw -4099414.670448 + Penalty 3366.544870 = -4096048.125578 nChanged 11 SP:Iteration 72Q (3805.746242 sec): 3 clusters Score: Raw -4099417.444347 + Penalty 3366.544870 = -4096050.899477 nChanged 6 SP:Iteration 73Q (3805.822084 sec): 3 clusters Score: Raw -4099418.724353 + Penalty 3366.544870 = -4096052.179483 nChanged 5 SP:Iteration 74Q (3805.903007 sec): 3 clusters Score: Raw -4099420.568042 + Penalty 3366.544870 = -4096054.023171 nChanged 5 SP:Iteration 75Q (3805.974668 sec): 3 clusters Score: Raw -4099422.604418 + Penalty 3366.544870 = -4096056.059547 nChanged 2 SP:Iteration 76Q (3806.057442 sec): 3 clusters Score: Raw -4099423.315921 + Penalty 3366.544870 = -4096056.771051 nChanged 3 SP:Iteration 77Q (3806.133827 sec): 3 clusters Score: Raw -4099424.335396 + Penalty 3366.544870 = -4096057.790526 nChanged 3 SP:Iteration 78Q (3806.197443 sec): 3 clusters Score: Raw -4099424.946971 + Penalty 3366.544870 = -4096058.402100 nChanged 2 SP:Iteration 79Q (3806.273546 sec): 3 clusters Score: Raw -4099425.274697 + Penalty 3366.544870 = -4096058.729827 nChanged 3 SP:Iteration 80F (3806.367613 sec): 3 clusters Score: Raw -4099425.947428 + Penalty 3366.544870 = -4096059.402557 nChanged 4 SP:Iteration 81Q (3806.436644 sec): 3 clusters Score: Raw -4099427.225336 + Penalty 3366.544870 = -4096060.680466 nChanged 4 SP:Iteration 82Q (3806.516549 sec): 3 clusters Score: Raw -4099428.318764 + Penalty 3366.544870 = -4096061.773894 nChanged 3 SP:Iteration 83Q (3806.604116 sec): 3 clusters Score: Raw -4099429.956312 + Penalty 3366.544870 = -4096063.411442 nChanged 3 SP:Iteration 84Q (3806.679389 sec): 3 clusters Score: Raw -4099431.196881 + Penalty 3366.544870 = -4096064.652011 nChanged 2 SP:Iteration 85Q (3806.760601 sec): 3 clusters Score: Raw -4099431.480498 + Penalty 3366.544870 = -4096064.935628 nChanged 2 SP:Iteration 86Q (3806.846009 sec): 3 clusters Score: Raw -4099431.838538 + Penalty 3366.544870 = -4096065.293667 nChanged 1 SP:Iteration 87Q (3806.920469 sec): 3 clusters Score: Raw -4099432.311831 + Penalty 3366.544870 = -4096065.766960 nChanged 1 SP:Iteration 88Q (3806.998248 sec): 3 clusters Score: Raw -4099432.724335 + Penalty 3366.544870 = -4096066.179464 nChanged 2 SP:Iteration 89Q (3807.079009 sec): 3 clusters Score: Raw -4099433.436434 + Penalty 3366.544870 = -4096066.891564 nChanged 1 SP:Iteration 90Q (3807.161535 sec): 3 clusters Score: Raw -4099433.550875 + Penalty 3366.544870 = -4096067.006005 nChanged 0 SP:Iteration 91F (3807.247410 sec): 3 clusters Score: Raw -4099433.550875 + Penalty 3366.544870 = -4096067.006005 nChanged 0 Trying to split cluster 9 (11425 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3807.286082 sec): 2 clusters Score: Raw -1547722.164430 + Penalty 1518.328373 = -1546203.836058 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3807.349525 sec): 3 clusters Score: Raw -1541133.440992 + Penalty 3036.656745 = -1538096.784247 nChanged 5059 SP:Iteration 1F (3807.412408 sec): 3 clusters Score: Raw -1544172.273477 + Penalty 3036.656745 = -1541135.616732 nChanged 781 SP:Iteration 2F (3807.465477 sec): 3 clusters Score: Raw -1544665.703223 + Penalty 3036.656745 = -1541629.046478 nChanged 734 SP:Iteration 3F (3807.524620 sec): 3 clusters Score: Raw -1545226.553457 + Penalty 3036.656745 = -1542189.896712 nChanged 765 SP:Iteration 4F (3807.585467 sec): 3 clusters Score: Raw -1545881.363102 + Penalty 3036.656745 = -1542844.706357 nChanged 775 SP:Iteration 5F (3807.658507 sec): 3 clusters Score: Raw -1546490.846619 + Penalty 3036.656745 = -1543454.189874 nChanged 686 SP:Iteration 6F (3807.708926 sec): 3 clusters Score: Raw -1547001.671581 + Penalty 3036.656745 = -1543965.014836 nChanged 560 SP:Iteration 7Q (3807.778072 sec): 3 clusters Score: Raw -1547338.618513 + Penalty 3036.656745 = -1544301.961768 nChanged 411 SP:Iteration 8Q (3807.837106 sec): 3 clusters Score: Raw -1547538.785467 + Penalty 3036.656745 = -1544502.128722 nChanged 297 SP:Iteration 9Q (3807.901706 sec): 3 clusters Score: Raw -1547662.063095 + Penalty 3036.656745 = -1544625.406350 nChanged 213 SP:Iteration 10Q (3807.964862 sec): 3 clusters Score: Raw -1547727.793792 + Penalty 3036.656745 = -1544691.137046 nChanged 147 SP:Iteration 11Q (3808.025963 sec): 3 clusters Score: Raw -1547769.314634 + Penalty 3036.656745 = -1544732.657889 nChanged 115 SP:Iteration 12Q (3808.082302 sec): 3 clusters Score: Raw -1547796.132284 + Penalty 3036.656745 = -1544759.475539 nChanged 92 SP:Iteration 13Q (3808.138915 sec): 3 clusters Score: Raw -1547814.904884 + Penalty 3036.656745 = -1544778.248138 nChanged 67 SP:Iteration 14Q (3808.206554 sec): 3 clusters Score: Raw -1547825.254833 + Penalty 3036.656745 = -1544788.598088 nChanged 53 SP:Iteration 15Q (3808.278229 sec): 3 clusters Score: Raw -1547834.236678 + Penalty 3036.656745 = -1544797.579933 nChanged 46 SP:Iteration 16Q (3808.326960 sec): 3 clusters Score: Raw -1547843.020643 + Penalty 3036.656745 = -1544806.363898 nChanged 51 SP:Iteration 17Q (3808.392569 sec): 3 clusters Score: Raw -1547852.303102 + Penalty 3036.656745 = -1544815.646357 nChanged 50 SP:Iteration 18Q (3808.455647 sec): 3 clusters Score: Raw -1547861.069806 + Penalty 3036.656745 = -1544824.413061 nChanged 37 SP:Iteration 19Q (3808.515536 sec): 3 clusters Score: Raw -1547867.599617 + Penalty 3036.656745 = -1544830.942871 nChanged 41 SP:Iteration 20F (3808.583479 sec): 3 clusters Score: Raw -1547875.009387 + Penalty 3036.656745 = -1544838.352642 nChanged 36 SP:Iteration 21Q (3808.636627 sec): 3 clusters Score: Raw -1547880.117851 + Penalty 3036.656745 = -1544843.461106 nChanged 22 SP:Iteration 22Q (3808.706022 sec): 3 clusters Score: Raw -1547881.939136 + Penalty 3036.656745 = -1544845.282391 nChanged 16 SP:Iteration 23Q (3808.770350 sec): 3 clusters Score: Raw -1547883.661105 + Penalty 3036.656745 = -1544847.004360 nChanged 18 SP:Iteration 24Q (3808.826582 sec): 3 clusters Score: Raw -1547885.614497 + Penalty 3036.656745 = -1544848.957752 nChanged 16 SP:Iteration 25Q (3808.880378 sec): 3 clusters Score: Raw -1547887.035769 + Penalty 3036.656745 = -1544850.379024 nChanged 6 SP:Iteration 26Q (3808.945078 sec): 3 clusters Score: Raw -1547887.538190 + Penalty 3036.656745 = -1544850.881445 nChanged 3 SP:Iteration 27Q (3809.005945 sec): 3 clusters Score: Raw -1547887.761877 + Penalty 3036.656745 = -1544851.105132 nChanged 3 SP:Iteration 28Q (3809.069648 sec): 3 clusters Score: Raw -1547887.931231 + Penalty 3036.656745 = -1544851.274486 nChanged 1 SP:Iteration 29Q (3809.118672 sec): 3 clusters Score: Raw -1547887.998470 + Penalty 3036.656745 = -1544851.341725 nChanged 0 SP:Iteration 30F (3809.189125 sec): 3 clusters Score: Raw -1547887.998470 + Penalty 3036.656745 = -1544851.341725 nChanged 0 Trying to split cluster 10 (2419 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3809.219531 sec): 2 clusters Score: Raw -298112.081058 + Penalty 1266.055295 = -296846.025762 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3809.267855 sec): 3 clusters Score: Raw -297023.611608 + Penalty 2532.110591 = -294491.501017 nChanged 870 SP:Iteration 1F (3809.300470 sec): 3 clusters Score: Raw -297655.276175 + Penalty 2532.110591 = -295123.165584 nChanged 242 SP:Iteration 2F (3809.339928 sec): 3 clusters Score: Raw -297905.698562 + Penalty 2532.110591 = -295373.587971 nChanged 167 SP:Iteration 3F (3809.386001 sec): 3 clusters Score: Raw -298051.953107 + Penalty 2532.110591 = -295519.842516 nChanged 129 SP:Iteration 4F (3809.431853 sec): 3 clusters Score: Raw -298167.081510 + Penalty 2532.110591 = -295634.970919 nChanged 111 SP:Iteration 5Q (3809.474598 sec): 3 clusters Score: Raw -298265.216077 + Penalty 2532.110591 = -295733.105486 nChanged 83 SP:Iteration 6Q (3809.520653 sec): 3 clusters Score: Raw -298327.314320 + Penalty 2532.110591 = -295795.203729 nChanged 57 SP:Iteration 7Q (3809.559290 sec): 3 clusters Score: Raw -298370.943360 + Penalty 2532.110591 = -295838.832769 nChanged 56 SP:Iteration 8Q (3809.607905 sec): 3 clusters Score: Raw -298407.958808 + Penalty 2532.110591 = -295875.848217 nChanged 40 SP:Iteration 9Q (3809.660049 sec): 3 clusters Score: Raw -298434.374953 + Penalty 2532.110591 = -295902.264362 nChanged 43 SP:Iteration 10Q (3809.693954 sec): 3 clusters Score: Raw -298459.310277 + Penalty 2532.110591 = -295927.199686 nChanged 36 SP:Iteration 11Q (3809.734855 sec): 3 clusters Score: Raw -298482.823392 + Penalty 2532.110591 = -295950.712801 nChanged 29 SP:Iteration 12Q (3809.778640 sec): 3 clusters Score: Raw -298503.143602 + Penalty 2532.110591 = -295971.033011 nChanged 32 SP:Iteration 13Q (3809.820551 sec): 3 clusters Score: Raw -298523.146227 + Penalty 2532.110591 = -295991.035636 nChanged 25 SP:Iteration 14Q (3809.880072 sec): 3 clusters Score: Raw -298535.381854 + Penalty 2532.110591 = -296003.271263 nChanged 16 SP:Iteration 15Q (3809.920955 sec): 3 clusters Score: Raw -298549.730161 + Penalty 2532.110591 = -296017.619570 nChanged 25 SP:Iteration 16Q (3809.964386 sec): 3 clusters Score: Raw -298575.165194 + Penalty 2532.110591 = -296043.054603 nChanged 29 SP:Iteration 17Q (3809.999532 sec): 3 clusters Score: Raw -298606.599670 + Penalty 2532.110591 = -296074.489079 nChanged 28 SP:Iteration 18Q (3810.039684 sec): 3 clusters Score: Raw -298626.785881 + Penalty 2532.110591 = -296094.675290 nChanged 31 SP:Iteration 19Q (3810.084989 sec): 3 clusters Score: Raw -298652.786243 + Penalty 2532.110591 = -296120.675652 nChanged 26 SP:Iteration 20F (3810.129806 sec): 3 clusters Score: Raw -298666.642864 + Penalty 2532.110591 = -296134.532273 nChanged 16 SP:Iteration 21Q (3810.188047 sec): 3 clusters Score: Raw -298675.560837 + Penalty 2532.110591 = -296143.450246 nChanged 17 SP:Iteration 22Q (3810.233643 sec): 3 clusters Score: Raw -298685.931557 + Penalty 2532.110591 = -296153.820966 nChanged 12 SP:Iteration 23Q (3810.263133 sec): 3 clusters Score: Raw -298692.194429 + Penalty 2532.110591 = -296160.083838 nChanged 9 SP:Iteration 24Q (3810.310713 sec): 3 clusters Score: Raw -298695.875112 + Penalty 2532.110591 = -296163.764521 nChanged 5 SP:Iteration 25Q (3810.357697 sec): 3 clusters Score: Raw -298698.543894 + Penalty 2532.110591 = -296166.433303 nChanged 11 SP:Iteration 26Q (3810.411516 sec): 3 clusters Score: Raw -298703.441403 + Penalty 2532.110591 = -296171.330812 nChanged 5 SP:Iteration 27Q (3810.455100 sec): 3 clusters Score: Raw -298705.927861 + Penalty 2532.110591 = -296173.817270 nChanged 7 SP:Iteration 28Q (3810.505570 sec): 3 clusters Score: Raw -298708.290463 + Penalty 2532.110591 = -296176.179872 nChanged 7 SP:Iteration 29Q (3810.544004 sec): 3 clusters Score: Raw -298712.428446 + Penalty 2532.110591 = -296180.317855 nChanged 7 SP:Iteration 30Q (3810.589449 sec): 3 clusters Score: Raw -298715.571158 + Penalty 2532.110591 = -296183.460567 nChanged 4 SP:Iteration 31Q (3810.631067 sec): 3 clusters Score: Raw -298717.575429 + Penalty 2532.110591 = -296185.464838 nChanged 2 SP:Iteration 32Q (3810.675059 sec): 3 clusters Score: Raw -298718.465468 + Penalty 2532.110591 = -296186.354877 nChanged 0 SP:Iteration 33F (3810.728006 sec): 3 clusters Score: Raw -298718.465468 + Penalty 2532.110591 = -296186.354877 nChanged 0 Trying to split cluster 11 (212049 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3811.009871 sec): 2 clusters Score: Raw -28144227.176745 + Penalty 1992.993057 = -28142234.183688 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3811.376966 sec): 3 clusters Score: Raw -28003745.419396 + Penalty 3985.986114 = -27999759.433282 nChanged 103010 SP:Iteration 1F (3811.744415 sec): 3 clusters Score: Raw -28068449.837075 + Penalty 3985.986114 = -28064463.850961 nChanged 9225 SP:Iteration 2Q (3812.169546 sec): 3 clusters Score: Raw -28072010.655197 + Penalty 3985.986114 = -28068024.669083 nChanged 10260 SP:Iteration 3Q (3812.566388 sec): 3 clusters Score: Raw -28076850.387121 + Penalty 3985.986114 = -28072864.401007 nChanged 11782 SP:Iteration 4F (3812.922348 sec): 3 clusters Score: Raw -28083547.777249 + Penalty 3985.986114 = -28079561.791135 nChanged 13081 SP:Iteration 5F (3813.279205 sec): 3 clusters Score: Raw -28092123.657482 + Penalty 3985.986114 = -28088137.671368 nChanged 13304 SP:Iteration 6F (3813.645414 sec): 3 clusters Score: Raw -28101946.914502 + Penalty 3985.986114 = -28097960.928388 nChanged 12415 SP:Iteration 7F (3814.005245 sec): 3 clusters Score: Raw -28111322.696710 + Penalty 3985.986114 = -28107336.710595 nChanged 10088 SP:Iteration 8Q (3814.383619 sec): 3 clusters Score: Raw -28118170.021711 + Penalty 3985.986114 = -28114184.035597 nChanged 7620 SP:Iteration 9Q (3814.740043 sec): 3 clusters Score: Raw -28122665.921803 + Penalty 3985.986114 = -28118679.935688 nChanged 5984 SP:Iteration 10Q (3815.099588 sec): 3 clusters Score: Raw -28125957.790612 + Penalty 3985.986114 = -28121971.804498 nChanged 5138 SP:Iteration 11Q (3815.452769 sec): 3 clusters Score: Raw -28128743.480614 + Penalty 3985.986114 = -28124757.494500 nChanged 4499 SP:Iteration 12Q (3815.815662 sec): 3 clusters Score: Raw -28131240.850923 + Penalty 3985.986114 = -28127254.864808 nChanged 4159 SP:Iteration 13Q (3816.160939 sec): 3 clusters Score: Raw -28133621.812977 + Penalty 3985.986114 = -28129635.826863 nChanged 3758 SP:Iteration 14Q (3816.504664 sec): 3 clusters Score: Raw -28135873.176460 + Penalty 3985.986114 = -28131887.190346 nChanged 3359 SP:Iteration 15Q (3816.843769 sec): 3 clusters Score: Raw -28137930.724184 + Penalty 3985.986114 = -28133944.738070 nChanged 2807 SP:Iteration 16Q (3817.175957 sec): 3 clusters Score: Raw -28139621.311089 + Penalty 3985.986114 = -28135635.324975 nChanged 2320 SP:Iteration 17Q (3817.483020 sec): 3 clusters Score: Raw -28140987.702181 + Penalty 3985.986114 = -28137001.716067 nChanged 1847 SP:Iteration 18Q (3817.804995 sec): 3 clusters Score: Raw -28142015.299211 + Penalty 3985.986114 = -28138029.313097 nChanged 1492 SP:Iteration 19Q (3818.119311 sec): 3 clusters Score: Raw -28142778.670652 + Penalty 3985.986114 = -28138792.684538 nChanged 1187 SP:Iteration 20F (3818.468909 sec): 3 clusters Score: Raw -28143335.989949 + Penalty 3985.986114 = -28139350.003835 nChanged 939 SP:Iteration 21Q (3818.775656 sec): 3 clusters Score: Raw -28143752.159962 + Penalty 3985.986114 = -28139766.173848 nChanged 741 SP:Iteration 22Q (3819.068928 sec): 3 clusters Score: Raw -28144050.451382 + Penalty 3985.986114 = -28140064.465268 nChanged 553 SP:Iteration 23Q (3819.375364 sec): 3 clusters Score: Raw -28144251.878406 + Penalty 3985.986114 = -28140265.892291 nChanged 421 SP:Iteration 24Q (3819.697390 sec): 3 clusters Score: Raw -28144391.243788 + Penalty 3985.986114 = -28140405.257674 nChanged 342 SP:Iteration 25Q (3820.013316 sec): 3 clusters Score: Raw -28144508.516224 + Penalty 3985.986114 = -28140522.530110 nChanged 270 SP:Iteration 26Q (3820.325845 sec): 3 clusters Score: Raw -28144598.638198 + Penalty 3985.986114 = -28140612.652084 nChanged 222 SP:Iteration 27Q (3820.633361 sec): 3 clusters Score: Raw -28144676.965819 + Penalty 3985.986114 = -28140690.979705 nChanged 191 SP:Iteration 28Q (3820.927760 sec): 3 clusters Score: Raw -28144750.276157 + Penalty 3985.986114 = -28140764.290043 nChanged 182 SP:Iteration 29Q (3821.256771 sec): 3 clusters Score: Raw -28144820.788294 + Penalty 3985.986114 = -28140834.802179 nChanged 152 SP:Iteration 30Q (3821.566991 sec): 3 clusters Score: Raw -28144868.491242 + Penalty 3985.986114 = -28140882.505127 nChanged 113 SP:Iteration 31Q (3821.857157 sec): 3 clusters Score: Raw -28144904.933874 + Penalty 3985.986114 = -28140918.947760 nChanged 107 SP:Iteration 32Q (3822.169939 sec): 3 clusters Score: Raw -28144942.390862 + Penalty 3985.986114 = -28140956.404748 nChanged 91 SP:Iteration 33Q (3822.479001 sec): 3 clusters Score: Raw -28144973.381115 + Penalty 3985.986114 = -28140987.395001 nChanged 83 SP:Iteration 34Q (3822.783047 sec): 3 clusters Score: Raw -28144999.819395 + Penalty 3985.986114 = -28141013.833281 nChanged 69 SP:Iteration 35Q (3823.077240 sec): 3 clusters Score: Raw -28145020.427150 + Penalty 3985.986114 = -28141034.441036 nChanged 74 SP:Iteration 36Q (3823.395908 sec): 3 clusters Score: Raw -28145045.556219 + Penalty 3985.986114 = -28141059.570105 nChanged 72 SP:Iteration 37Q (3823.694857 sec): 3 clusters Score: Raw -28145069.923532 + Penalty 3985.986114 = -28141083.937417 nChanged 67 SP:Iteration 38Q (3823.998514 sec): 3 clusters Score: Raw -28145088.650716 + Penalty 3985.986114 = -28141102.664602 nChanged 56 SP:Iteration 39Q (3824.313558 sec): 3 clusters Score: Raw -28145102.460120 + Penalty 3985.986114 = -28141116.474006 nChanged 52 SP:Iteration 40F (3824.697633 sec): 3 clusters Score: Raw -28145116.790031 + Penalty 3985.986114 = -28141130.803917 nChanged 49 SP:Iteration 41Q (3824.982101 sec): 3 clusters Score: Raw -28145127.343605 + Penalty 3985.986114 = -28141141.357491 nChanged 49 SP:Iteration 42Q (3825.281563 sec): 3 clusters Score: Raw -28145139.695285 + Penalty 3985.986114 = -28141153.709171 nChanged 46 SP:Iteration 43Q (3825.592541 sec): 3 clusters Score: Raw -28145152.162649 + Penalty 3985.986114 = -28141166.176535 nChanged 48 SP:Iteration 44Q (3825.917444 sec): 3 clusters Score: Raw -28145170.772569 + Penalty 3985.986114 = -28141184.786454 nChanged 66 SP:Iteration 45Q (3826.201267 sec): 3 clusters Score: Raw -28145192.920838 + Penalty 3985.986114 = -28141206.934723 nChanged 67 SP:Iteration 46Q (3826.519785 sec): 3 clusters Score: Raw -28145212.559451 + Penalty 3985.986114 = -28141226.573337 nChanged 61 SP:Iteration 47Q (3826.822206 sec): 3 clusters Score: Raw -28145236.657822 + Penalty 3985.986114 = -28141250.671708 nChanged 62 SP:Iteration 48Q (3827.108778 sec): 3 clusters Score: Raw -28145258.651414 + Penalty 3985.986114 = -28141272.665300 nChanged 68 SP:Iteration 49Q (3827.417274 sec): 3 clusters Score: Raw -28145282.832357 + Penalty 3985.986114 = -28141296.846243 nChanged 56 SP:Iteration 50Q (3827.724642 sec): 3 clusters Score: Raw -28145300.814707 + Penalty 3985.986114 = -28141314.828593 nChanged 50 SP:Iteration 51Q (3828.011258 sec): 3 clusters Score: Raw -28145317.292990 + Penalty 3985.986114 = -28141331.306876 nChanged 53 SP:Iteration 52Q (3828.325782 sec): 3 clusters Score: Raw -28145331.857236 + Penalty 3985.986114 = -28141345.871122 nChanged 43 SP:Iteration 53Q (3828.628885 sec): 3 clusters Score: Raw -28145344.639661 + Penalty 3985.986114 = -28141358.653547 nChanged 35 SP:Iteration 54Q (3828.946366 sec): 3 clusters Score: Raw -28145357.228955 + Penalty 3985.986114 = -28141371.242841 nChanged 42 SP:Iteration 55Q (3829.274227 sec): 3 clusters Score: Raw -28145372.123324 + Penalty 3985.986114 = -28141386.137210 nChanged 61 SP:Iteration 56Q (3829.589916 sec): 3 clusters Score: Raw -28145392.080003 + Penalty 3985.986114 = -28141406.093889 nChanged 55 SP:Iteration 57Q (3829.882908 sec): 3 clusters Score: Raw -28145406.799713 + Penalty 3985.986114 = -28141420.813599 nChanged 45 SP:Iteration 58Q (3830.163329 sec): 3 clusters Score: Raw -28145420.804738 + Penalty 3985.986114 = -28141434.818624 nChanged 45 SP:Iteration 59Q (3830.457243 sec): 3 clusters Score: Raw -28145434.682247 + Penalty 3985.986114 = -28141448.696133 nChanged 42 SP:Iteration 60F (3830.820759 sec): 3 clusters Score: Raw -28145448.538843 + Penalty 3985.986114 = -28141462.552729 nChanged 33 SP:Iteration 61Q (3831.126526 sec): 3 clusters Score: Raw -28145457.446568 + Penalty 3985.986114 = -28141471.460454 nChanged 30 SP:Iteration 62Q (3831.453150 sec): 3 clusters Score: Raw -28145465.070700 + Penalty 3985.986114 = -28141479.084585 nChanged 37 SP:Iteration 63Q (3831.739192 sec): 3 clusters Score: Raw -28145473.188540 + Penalty 3985.986114 = -28141487.202426 nChanged 32 SP:Iteration 64Q (3832.032995 sec): 3 clusters Score: Raw -28145481.994428 + Penalty 3985.986114 = -28141496.008314 nChanged 37 SP:Iteration 65Q (3832.355084 sec): 3 clusters Score: Raw -28145491.275213 + Penalty 3985.986114 = -28141505.289099 nChanged 38 SP:Iteration 66Q (3832.669025 sec): 3 clusters Score: Raw -28145500.973013 + Penalty 3985.986114 = -28141514.986899 nChanged 30 SP:Iteration 67Q (3832.981062 sec): 3 clusters Score: Raw -28145508.594064 + Penalty 3985.986114 = -28141522.607950 nChanged 30 SP:Iteration 68Q (3833.299614 sec): 3 clusters Score: Raw -28145515.665411 + Penalty 3985.986114 = -28141529.679297 nChanged 29 SP:Iteration 69Q (3833.601741 sec): 3 clusters Score: Raw -28145522.289799 + Penalty 3985.986114 = -28141536.303685 nChanged 30 SP:Iteration 70Q (3833.915954 sec): 3 clusters Score: Raw -28145527.503795 + Penalty 3985.986114 = -28141541.517681 nChanged 20 SP:Iteration 71Q (3834.219562 sec): 3 clusters Score: Raw -28145531.499091 + Penalty 3985.986114 = -28141545.512977 nChanged 18 SP:Iteration 72Q (3834.525241 sec): 3 clusters Score: Raw -28145535.211785 + Penalty 3985.986114 = -28141549.225671 nChanged 17 SP:Iteration 73Q (3834.853388 sec): 3 clusters Score: Raw -28145539.000847 + Penalty 3985.986114 = -28141553.014733 nChanged 17 SP:Iteration 74Q (3835.165545 sec): 3 clusters Score: Raw -28145543.008083 + Penalty 3985.986114 = -28141557.021969 nChanged 21 SP:Iteration 75Q (3835.477659 sec): 3 clusters Score: Raw -28145547.174926 + Penalty 3985.986114 = -28141561.188812 nChanged 22 SP:Iteration 76Q (3835.777427 sec): 3 clusters Score: Raw -28145551.660296 + Penalty 3985.986114 = -28141565.674182 nChanged 15 SP:Iteration 77Q (3836.073395 sec): 3 clusters Score: Raw -28145555.274552 + Penalty 3985.986114 = -28141569.288438 nChanged 11 SP:Iteration 78Q (3836.363521 sec): 3 clusters Score: Raw -28145557.710877 + Penalty 3985.986114 = -28141571.724763 nChanged 17 SP:Iteration 79Q (3836.668926 sec): 3 clusters Score: Raw -28145561.327707 + Penalty 3985.986114 = -28141575.341593 nChanged 20 SP:Iteration 80F (3837.031100 sec): 3 clusters Score: Raw -28145564.691315 + Penalty 3985.986114 = -28141578.705201 nChanged 17 SP:Iteration 81Q (3837.337456 sec): 3 clusters Score: Raw -28145567.519754 + Penalty 3985.986114 = -28141581.533640 nChanged 7 SP:Iteration 82Q (3837.627131 sec): 3 clusters Score: Raw -28145568.539300 + Penalty 3985.986114 = -28141582.553186 nChanged 7 SP:Iteration 83Q (3837.930362 sec): 3 clusters Score: Raw -28145569.306466 + Penalty 3985.986114 = -28141583.320352 nChanged 8 SP:Iteration 84Q (3838.242869 sec): 3 clusters Score: Raw -28145570.399271 + Penalty 3985.986114 = -28141584.413157 nChanged 4 SP:Iteration 85Q (3838.542457 sec): 3 clusters Score: Raw -28145571.058428 + Penalty 3985.986114 = -28141585.072314 nChanged 5 SP:Iteration 86Q (3838.841257 sec): 3 clusters Score: Raw -28145571.906879 + Penalty 3985.986114 = -28141585.920764 nChanged 10 SP:Iteration 87Q (3839.152518 sec): 3 clusters Score: Raw -28145573.916020 + Penalty 3985.986114 = -28141587.929906 nChanged 11 SP:Iteration 88Q (3839.455979 sec): 3 clusters Score: Raw -28145576.369168 + Penalty 3985.986114 = -28141590.383053 nChanged 18 SP:Iteration 89Q (3839.780063 sec): 3 clusters Score: Raw -28145579.544789 + Penalty 3985.986114 = -28141593.558674 nChanged 16 SP:Iteration 90Q (3840.091358 sec): 3 clusters Score: Raw -28145582.149906 + Penalty 3985.986114 = -28141596.163792 nChanged 19 SP:Iteration 91Q (3840.396685 sec): 3 clusters Score: Raw -28145584.753375 + Penalty 3985.986114 = -28141598.767261 nChanged 8 SP:Iteration 92Q (3840.691539 sec): 3 clusters Score: Raw -28145585.565887 + Penalty 3985.986114 = -28141599.579773 nChanged 4 SP:Iteration 93Q (3840.992779 sec): 3 clusters Score: Raw -28145586.138859 + Penalty 3985.986114 = -28141600.152745 nChanged 1 SP:Iteration 94Q (3841.278449 sec): 3 clusters Score: Raw -28145586.213765 + Penalty 3985.986114 = -28141600.227651 nChanged 1 SP:Iteration 95Q (3841.570715 sec): 3 clusters Score: Raw -28145586.260861 + Penalty 3985.986114 = -28141600.274747 nChanged 0 SP:Iteration 96F (3841.927207 sec): 3 clusters Score: Raw -28145586.260861 + Penalty 3985.986114 = -28141600.274747 nChanged 0 Trying to split cluster 12 (8713 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3841.966581 sec): 2 clusters Score: Raw -1160517.736354 + Penalty 1474.292859 = -1159043.443495 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3842.026080 sec): 3 clusters Score: Raw -1155669.246119 + Penalty 2948.585719 = -1152720.660400 nChanged 3663 SP:Iteration 1F (3842.083159 sec): 3 clusters Score: Raw -1157535.575597 + Penalty 2948.585719 = -1154586.989879 nChanged 559 SP:Iteration 2F (3842.127155 sec): 3 clusters Score: Raw -1157842.952005 + Penalty 2948.585719 = -1154894.366286 nChanged 582 SP:Iteration 3F (3842.197346 sec): 3 clusters Score: Raw -1158203.922198 + Penalty 2948.585719 = -1155255.336479 nChanged 555 SP:Iteration 4F (3842.241155 sec): 3 clusters Score: Raw -1158575.987631 + Penalty 2948.585719 = -1155627.401912 nChanged 497 SP:Iteration 5F (3842.302834 sec): 3 clusters Score: Raw -1158912.490341 + Penalty 2948.585719 = -1155963.904622 nChanged 479 SP:Iteration 6F (3842.353216 sec): 3 clusters Score: Raw -1159254.184406 + Penalty 2948.585719 = -1156305.598687 nChanged 444 SP:Iteration 7F (3842.412537 sec): 3 clusters Score: Raw -1159536.811612 + Penalty 2948.585719 = -1156588.225893 nChanged 398 SP:Iteration 8Q (3842.471428 sec): 3 clusters Score: Raw -1159796.483545 + Penalty 2948.585719 = -1156847.897826 nChanged 358 SP:Iteration 9Q (3842.543905 sec): 3 clusters Score: Raw -1159979.908912 + Penalty 2948.585719 = -1157031.323193 nChanged 256 SP:Iteration 10Q (3842.589439 sec): 3 clusters Score: Raw -1160103.832617 + Penalty 2948.585719 = -1157155.246898 nChanged 213 SP:Iteration 11Q (3842.655818 sec): 3 clusters Score: Raw -1160198.082668 + Penalty 2948.585719 = -1157249.496950 nChanged 179 SP:Iteration 12Q (3842.695728 sec): 3 clusters Score: Raw -1160264.816154 + Penalty 2948.585719 = -1157316.230436 nChanged 146 SP:Iteration 13Q (3842.755458 sec): 3 clusters Score: Raw -1160307.251983 + Penalty 2948.585719 = -1157358.666264 nChanged 129 SP:Iteration 14Q (3842.812166 sec): 3 clusters Score: Raw -1160348.654281 + Penalty 2948.585719 = -1157400.068563 nChanged 101 SP:Iteration 15Q (3842.869252 sec): 3 clusters Score: Raw -1160380.975153 + Penalty 2948.585719 = -1157432.389434 nChanged 85 SP:Iteration 16Q (3842.919748 sec): 3 clusters Score: Raw -1160406.230101 + Penalty 2948.585719 = -1157457.644382 nChanged 77 SP:Iteration 17Q (3842.966836 sec): 3 clusters Score: Raw -1160422.041618 + Penalty 2948.585719 = -1157473.455899 nChanged 52 SP:Iteration 18Q (3843.030491 sec): 3 clusters Score: Raw -1160435.559622 + Penalty 2948.585719 = -1157486.973903 nChanged 51 SP:Iteration 19Q (3843.074949 sec): 3 clusters Score: Raw -1160447.514581 + Penalty 2948.585719 = -1157498.928862 nChanged 51 SP:Iteration 20F (3843.146402 sec): 3 clusters Score: Raw -1160457.824312 + Penalty 2948.585719 = -1157509.238593 nChanged 48 SP:Iteration 21Q (3843.191130 sec): 3 clusters Score: Raw -1160465.392005 + Penalty 2948.585719 = -1157516.806286 nChanged 41 SP:Iteration 22Q (3843.262738 sec): 3 clusters Score: Raw -1160475.114629 + Penalty 2948.585719 = -1157526.528910 nChanged 52 SP:Iteration 23Q (3843.315097 sec): 3 clusters Score: Raw -1160485.790063 + Penalty 2948.585719 = -1157537.204344 nChanged 47 SP:Iteration 24Q (3843.374326 sec): 3 clusters Score: Raw -1160496.553691 + Penalty 2948.585719 = -1157547.967972 nChanged 47 SP:Iteration 25Q (3843.431378 sec): 3 clusters Score: Raw -1160509.165822 + Penalty 2948.585719 = -1157560.580104 nChanged 49 SP:Iteration 26Q (3843.491240 sec): 3 clusters Score: Raw -1160521.132760 + Penalty 2948.585719 = -1157572.547041 nChanged 51 SP:Iteration 27Q (3843.551990 sec): 3 clusters Score: Raw -1160534.516219 + Penalty 2948.585719 = -1157585.930500 nChanged 53 SP:Iteration 28Q (3843.609908 sec): 3 clusters Score: Raw -1160547.335441 + Penalty 2948.585719 = -1157598.749723 nChanged 56 SP:Iteration 29Q (3843.663012 sec): 3 clusters Score: Raw -1160562.245353 + Penalty 2948.585719 = -1157613.659634 nChanged 53 SP:Iteration 30Q (3843.732533 sec): 3 clusters Score: Raw -1160576.521192 + Penalty 2948.585719 = -1157627.935473 nChanged 49 SP:Iteration 31Q (3843.788980 sec): 3 clusters Score: Raw -1160589.243388 + Penalty 2948.585719 = -1157640.657669 nChanged 47 SP:Iteration 32Q (3843.843892 sec): 3 clusters Score: Raw -1160599.687167 + Penalty 2948.585719 = -1157651.101449 nChanged 39 SP:Iteration 33Q (3843.900743 sec): 3 clusters Score: Raw -1160607.934393 + Penalty 2948.585719 = -1157659.348674 nChanged 29 SP:Iteration 34Q (3843.955472 sec): 3 clusters Score: Raw -1160614.044552 + Penalty 2948.585719 = -1157665.458833 nChanged 41 SP:Iteration 35Q (3844.003048 sec): 3 clusters Score: Raw -1160621.699744 + Penalty 2948.585719 = -1157673.114025 nChanged 40 SP:Iteration 36Q (3844.059111 sec): 3 clusters Score: Raw -1160628.377637 + Penalty 2948.585719 = -1157679.791918 nChanged 23 SP:Iteration 37Q (3844.117948 sec): 3 clusters Score: Raw -1160631.872131 + Penalty 2948.585719 = -1157683.286412 nChanged 20 SP:Iteration 38Q (3844.175252 sec): 3 clusters Score: Raw -1160634.463169 + Penalty 2948.585719 = -1157685.877450 nChanged 17 SP:Iteration 39Q (3844.234073 sec): 3 clusters Score: Raw -1160636.838036 + Penalty 2948.585719 = -1157688.252317 nChanged 18 SP:Iteration 40F (3844.304621 sec): 3 clusters Score: Raw -1160639.805332 + Penalty 2948.585719 = -1157691.219614 nChanged 18 SP:Iteration 41Q (3844.367896 sec): 3 clusters Score: Raw -1160642.156586 + Penalty 2948.585719 = -1157693.570867 nChanged 12 SP:Iteration 42Q (3844.427375 sec): 3 clusters Score: Raw -1160643.628265 + Penalty 2948.585719 = -1157695.042546 nChanged 11 SP:Iteration 43Q (3844.486057 sec): 3 clusters Score: Raw -1160645.457358 + Penalty 2948.585719 = -1157696.871640 nChanged 12 SP:Iteration 44Q (3844.547857 sec): 3 clusters Score: Raw -1160646.901871 + Penalty 2948.585719 = -1157698.316152 nChanged 8 SP:Iteration 45Q (3844.608484 sec): 3 clusters Score: Raw -1160647.619694 + Penalty 2948.585719 = -1157699.033975 nChanged 5 SP:Iteration 46Q (3844.664528 sec): 3 clusters Score: Raw -1160648.325796 + Penalty 2948.585719 = -1157699.740077 nChanged 7 SP:Iteration 47Q (3844.722625 sec): 3 clusters Score: Raw -1160649.675770 + Penalty 2948.585719 = -1157701.090051 nChanged 9 SP:Iteration 48Q (3844.791008 sec): 3 clusters Score: Raw -1160651.031593 + Penalty 2948.585719 = -1157702.445875 nChanged 9 SP:Iteration 49Q (3844.857902 sec): 3 clusters Score: Raw -1160652.342402 + Penalty 2948.585719 = -1157703.756683 nChanged 5 SP:Iteration 50Q (3844.908006 sec): 3 clusters Score: Raw -1160653.196374 + Penalty 2948.585719 = -1157704.610655 nChanged 7 SP:Iteration 51Q (3844.968802 sec): 3 clusters Score: Raw -1160654.353495 + Penalty 2948.585719 = -1157705.767777 nChanged 5 SP:Iteration 52Q (3845.038057 sec): 3 clusters Score: Raw -1160655.010327 + Penalty 2948.585719 = -1157706.424608 nChanged 7 SP:Iteration 53Q (3845.099886 sec): 3 clusters Score: Raw -1160655.649401 + Penalty 2948.585719 = -1157707.063682 nChanged 4 SP:Iteration 54Q (3845.160459 sec): 3 clusters Score: Raw -1160656.066104 + Penalty 2948.585719 = -1157707.480385 nChanged 3 SP:Iteration 55Q (3845.218237 sec): 3 clusters Score: Raw -1160656.268364 + Penalty 2948.585719 = -1157707.682645 nChanged 2 SP:Iteration 56Q (3845.279778 sec): 3 clusters Score: Raw -1160656.602391 + Penalty 2948.585719 = -1157708.016673 nChanged 3 SP:Iteration 57Q (3845.330811 sec): 3 clusters Score: Raw -1160656.904123 + Penalty 2948.585719 = -1157708.318404 nChanged 3 SP:Iteration 58Q (3845.388699 sec): 3 clusters Score: Raw -1160657.319746 + Penalty 2948.585719 = -1157708.734028 nChanged 3 SP:Iteration 59Q (3845.448450 sec): 3 clusters Score: Raw -1160657.514584 + Penalty 2948.585719 = -1157708.928865 nChanged 1 SP:Iteration 60F (3845.516778 sec): 3 clusters Score: Raw -1160657.600575 + Penalty 2948.585719 = -1157709.014856 nChanged 2 SP:Iteration 61Q (3845.582659 sec): 3 clusters Score: Raw -1160658.089500 + Penalty 2948.585719 = -1157709.503781 nChanged 3 SP:Iteration 62Q (3845.636689 sec): 3 clusters Score: Raw -1160658.485281 + Penalty 2948.585719 = -1157709.899562 nChanged 5 SP:Iteration 63Q (3845.711164 sec): 3 clusters Score: Raw -1160659.359684 + Penalty 2948.585719 = -1157710.773966 nChanged 3 SP:Iteration 64Q (3845.769918 sec): 3 clusters Score: Raw -1160659.593803 + Penalty 2948.585719 = -1157711.008085 nChanged 1 SP:Iteration 65Q (3845.820678 sec): 3 clusters Score: Raw -1160659.734261 + Penalty 2948.585719 = -1157711.148542 nChanged 0 SP:Iteration 66F (3845.889543 sec): 3 clusters Score: Raw -1160659.734261 + Penalty 2948.585719 = -1157711.148542 nChanged 0 Trying to split cluster 13 (7236 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3845.929760 sec): 2 clusters Score: Raw -981942.925888 + Penalty 1444.108875 = -980498.817013 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3845.975892 sec): 3 clusters Score: Raw -978000.731075 + Penalty 2888.217750 = -975112.513325 nChanged 3066 SP:Iteration 1F (3846.044634 sec): 3 clusters Score: Raw -979701.119706 + Penalty 2888.217750 = -976812.901956 nChanged 521 SP:Iteration 2F (3846.090198 sec): 3 clusters Score: Raw -980036.529459 + Penalty 2888.217750 = -977148.311708 nChanged 505 SP:Iteration 3F (3846.144037 sec): 3 clusters Score: Raw -980421.850697 + Penalty 2888.217750 = -977533.632947 nChanged 507 SP:Iteration 4F (3846.196308 sec): 3 clusters Score: Raw -980874.436212 + Penalty 2888.217750 = -977986.218462 nChanged 508 SP:Iteration 5F (3846.258157 sec): 3 clusters Score: Raw -981342.256963 + Penalty 2888.217750 = -978454.039213 nChanged 498 SP:Iteration 6F (3846.304747 sec): 3 clusters Score: Raw -981768.049880 + Penalty 2888.217750 = -978879.832130 nChanged 409 SP:Iteration 7F (3846.368864 sec): 3 clusters Score: Raw -982080.443914 + Penalty 2888.217750 = -979192.226164 nChanged 264 SP:Iteration 8Q (3846.424661 sec): 3 clusters Score: Raw -982249.730197 + Penalty 2888.217750 = -979361.512447 nChanged 192 SP:Iteration 9Q (3846.474440 sec): 3 clusters Score: Raw -982369.129738 + Penalty 2888.217750 = -979480.911988 nChanged 130 SP:Iteration 10Q (3846.536515 sec): 3 clusters Score: Raw -982437.631104 + Penalty 2888.217750 = -979549.413354 nChanged 102 SP:Iteration 11Q (3846.590247 sec): 3 clusters Score: Raw -982495.138825 + Penalty 2888.217750 = -979606.921075 nChanged 87 SP:Iteration 12Q (3846.638288 sec): 3 clusters Score: Raw -982539.383878 + Penalty 2888.217750 = -979651.166128 nChanged 60 SP:Iteration 13Q (3846.679820 sec): 3 clusters Score: Raw -982563.093669 + Penalty 2888.217750 = -979674.875919 nChanged 37 SP:Iteration 14Q (3846.743849 sec): 3 clusters Score: Raw -982573.962171 + Penalty 2888.217750 = -979685.744421 nChanged 18 SP:Iteration 15Q (3846.805829 sec): 3 clusters Score: Raw -982578.496011 + Penalty 2888.217750 = -979690.278261 nChanged 11 SP:Iteration 16Q (3846.853148 sec): 3 clusters Score: Raw -982581.281512 + Penalty 2888.217750 = -979693.063761 nChanged 10 SP:Iteration 17Q (3846.924590 sec): 3 clusters Score: Raw -982584.234184 + Penalty 2888.217750 = -979696.016434 nChanged 16 SP:Iteration 18Q (3846.982072 sec): 3 clusters Score: Raw -982589.265976 + Penalty 2888.217750 = -979701.048226 nChanged 19 SP:Iteration 19Q (3847.046440 sec): 3 clusters Score: Raw -982596.578846 + Penalty 2888.217750 = -979708.361096 nChanged 20 SP:Iteration 20F (3847.103433 sec): 3 clusters Score: Raw -982604.154722 + Penalty 2888.217750 = -979715.936972 nChanged 20 SP:Iteration 21Q (3847.152814 sec): 3 clusters Score: Raw -982611.064100 + Penalty 2888.217750 = -979722.846350 nChanged 13 SP:Iteration 22Q (3847.219191 sec): 3 clusters Score: Raw -982615.496914 + Penalty 2888.217750 = -979727.279163 nChanged 8 SP:Iteration 23Q (3847.282441 sec): 3 clusters Score: Raw -982618.175875 + Penalty 2888.217750 = -979729.958125 nChanged 8 SP:Iteration 24Q (3847.341622 sec): 3 clusters Score: Raw -982620.367806 + Penalty 2888.217750 = -979732.150056 nChanged 4 SP:Iteration 25Q (3847.389512 sec): 3 clusters Score: Raw -982621.275307 + Penalty 2888.217750 = -979733.057556 nChanged 3 SP:Iteration 26Q (3847.451534 sec): 3 clusters Score: Raw -982622.420845 + Penalty 2888.217750 = -979734.203095 nChanged 1 SP:Iteration 27Q (3847.503327 sec): 3 clusters Score: Raw -982622.601780 + Penalty 2888.217750 = -979734.384030 nChanged 1 SP:Iteration 28Q (3847.543095 sec): 3 clusters Score: Raw -982622.784475 + Penalty 2888.217750 = -979734.566725 nChanged 0 SP:Iteration 29F (3847.603506 sec): 3 clusters Score: Raw -982622.784475 + Penalty 2888.217750 = -979734.566725 nChanged 0 Trying to split cluster 14 (8072 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3847.640400 sec): 2 clusters Score: Raw -1071884.649583 + Penalty 1461.875441 = -1070422.774142 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3847.689107 sec): 3 clusters Score: Raw -1067365.291458 + Penalty 2923.750883 = -1064441.540575 nChanged 3478 SP:Iteration 1F (3847.754745 sec): 3 clusters Score: Raw -1069233.487521 + Penalty 2923.750883 = -1066309.736638 nChanged 561 SP:Iteration 2F (3847.810213 sec): 3 clusters Score: Raw -1069505.299506 + Penalty 2923.750883 = -1066581.548623 nChanged 443 SP:Iteration 3F (3847.878361 sec): 3 clusters Score: Raw -1069721.350327 + Penalty 2923.750883 = -1066797.599445 nChanged 418 SP:Iteration 4F (3847.935765 sec): 3 clusters Score: Raw -1069899.257507 + Penalty 2923.750883 = -1066975.506624 nChanged 329 SP:Iteration 5Q (3847.995904 sec): 3 clusters Score: Raw -1070045.823207 + Penalty 2923.750883 = -1067122.072324 nChanged 314 SP:Iteration 6Q (3848.044221 sec): 3 clusters Score: Raw -1070178.203216 + Penalty 2923.750883 = -1067254.452334 nChanged 298 SP:Iteration 7Q (3848.103668 sec): 3 clusters Score: Raw -1070335.267627 + Penalty 2923.750883 = -1067411.516744 nChanged 345 SP:Iteration 8Q (3848.174781 sec): 3 clusters Score: Raw -1070534.081079 + Penalty 2923.750883 = -1067610.330196 nChanged 353 SP:Iteration 9Q (3848.238984 sec): 3 clusters Score: Raw -1070756.223879 + Penalty 2923.750883 = -1067832.472996 nChanged 324 SP:Iteration 10Q (3848.301790 sec): 3 clusters Score: Raw -1070975.963249 + Penalty 2923.750883 = -1068052.212367 nChanged 317 SP:Iteration 11Q (3848.359416 sec): 3 clusters Score: Raw -1071210.614832 + Penalty 2923.750883 = -1068286.863949 nChanged 293 SP:Iteration 12Q (3848.413115 sec): 3 clusters Score: Raw -1071447.940609 + Penalty 2923.750883 = -1068524.189726 nChanged 237 SP:Iteration 13Q (3848.462346 sec): 3 clusters Score: Raw -1071639.642139 + Penalty 2923.750883 = -1068715.891257 nChanged 177 SP:Iteration 14Q (3848.515141 sec): 3 clusters Score: Raw -1071765.537026 + Penalty 2923.750883 = -1068841.786143 nChanged 117 SP:Iteration 15Q (3848.576301 sec): 3 clusters Score: Raw -1071850.939952 + Penalty 2923.750883 = -1068927.189070 nChanged 96 SP:Iteration 16Q (3848.632274 sec): 3 clusters Score: Raw -1071912.165678 + Penalty 2923.750883 = -1068988.414796 nChanged 79 SP:Iteration 17Q (3848.688314 sec): 3 clusters Score: Raw -1071952.546171 + Penalty 2923.750883 = -1069028.795288 nChanged 46 SP:Iteration 18Q (3848.748106 sec): 3 clusters Score: Raw -1071975.428593 + Penalty 2923.750883 = -1069051.677711 nChanged 37 SP:Iteration 19Q (3848.807492 sec): 3 clusters Score: Raw -1071993.673786 + Penalty 2923.750883 = -1069069.922903 nChanged 30 SP:Iteration 20F (3848.853686 sec): 3 clusters Score: Raw -1072004.835418 + Penalty 2923.750883 = -1069081.084536 nChanged 25 SP:Iteration 21Q (3848.904214 sec): 3 clusters Score: Raw -1072019.769489 + Penalty 2923.750883 = -1069096.018606 nChanged 32 SP:Iteration 22Q (3848.972025 sec): 3 clusters Score: Raw -1072039.879750 + Penalty 2923.750883 = -1069116.128867 nChanged 30 SP:Iteration 23Q (3849.010188 sec): 3 clusters Score: Raw -1072057.474369 + Penalty 2923.750883 = -1069133.723487 nChanged 32 SP:Iteration 24Q (3849.057652 sec): 3 clusters Score: Raw -1072072.293273 + Penalty 2923.750883 = -1069148.542390 nChanged 26 SP:Iteration 25Q (3849.106105 sec): 3 clusters Score: Raw -1072089.687403 + Penalty 2923.750883 = -1069165.936520 nChanged 21 SP:Iteration 26Q (3849.152147 sec): 3 clusters Score: Raw -1072101.018969 + Penalty 2923.750883 = -1069177.268086 nChanged 12 SP:Iteration 27Q (3849.202114 sec): 3 clusters Score: Raw -1072107.223342 + Penalty 2923.750883 = -1069183.472460 nChanged 4 SP:Iteration 28Q (3849.262986 sec): 3 clusters Score: Raw -1072109.762077 + Penalty 2923.750883 = -1069186.011195 nChanged 7 SP:Iteration 29Q (3849.315857 sec): 3 clusters Score: Raw -1072113.048804 + Penalty 2923.750883 = -1069189.297922 nChanged 4 SP:Iteration 30Q (3849.356986 sec): 3 clusters Score: Raw -1072115.535820 + Penalty 2923.750883 = -1069191.784937 nChanged 6 SP:Iteration 31Q (3849.402131 sec): 3 clusters Score: Raw -1072118.141049 + Penalty 2923.750883 = -1069194.390167 nChanged 4 SP:Iteration 32Q (3849.461435 sec): 3 clusters Score: Raw -1072119.377157 + Penalty 2923.750883 = -1069195.626274 nChanged 2 SP:Iteration 33Q (3849.505461 sec): 3 clusters Score: Raw -1072120.398245 + Penalty 2923.750883 = -1069196.647362 nChanged 1 SP:Iteration 34Q (3849.561506 sec): 3 clusters Score: Raw -1072120.509302 + Penalty 2923.750883 = -1069196.758419 nChanged 0 SP:Iteration 35F (3849.624495 sec): 3 clusters Score: Raw -1072120.509302 + Penalty 2923.750883 = -1069196.758419 nChanged 0 Trying to split cluster 15 (65523 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3849.725626 sec): 2 clusters Score: Raw -8505573.321403 + Penalty 1802.150432 = -8503771.170971 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3849.860706 sec): 3 clusters Score: Raw -8463342.053427 + Penalty 3604.300864 = -8459737.752563 nChanged 30974 SP:Iteration 1F (3850.008437 sec): 3 clusters Score: Raw -8481959.358093 + Penalty 3604.300864 = -8478355.057229 nChanged 3098 SP:Iteration 2Q (3850.151518 sec): 3 clusters Score: Raw -8483486.004100 + Penalty 3604.300864 = -8479881.703236 nChanged 3562 SP:Iteration 3F (3850.288577 sec): 3 clusters Score: Raw -8485801.197514 + Penalty 3604.300864 = -8482196.896650 nChanged 3890 SP:Iteration 4F (3850.437480 sec): 3 clusters Score: Raw -8488944.120608 + Penalty 3604.300864 = -8485339.819744 nChanged 4180 SP:Iteration 5F (3850.585219 sec): 3 clusters Score: Raw -8492492.179842 + Penalty 3604.300864 = -8488887.878977 nChanged 4194 SP:Iteration 6F (3850.727328 sec): 3 clusters Score: Raw -8495841.088457 + Penalty 3604.300864 = -8492236.787592 nChanged 3591 SP:Iteration 7F (3850.877776 sec): 3 clusters Score: Raw -8498097.540629 + Penalty 3604.300864 = -8494493.239765 nChanged 2713 SP:Iteration 8Q (3851.016431 sec): 3 clusters Score: Raw -8499381.472328 + Penalty 3604.300864 = -8495777.171464 nChanged 1959 SP:Iteration 9Q (3851.158764 sec): 3 clusters Score: Raw -8500094.975983 + Penalty 3604.300864 = -8496490.675118 nChanged 1463 SP:Iteration 10Q (3851.302541 sec): 3 clusters Score: Raw -8500537.471035 + Penalty 3604.300864 = -8496933.170171 nChanged 1135 SP:Iteration 11Q (3851.443271 sec): 3 clusters Score: Raw -8500861.304144 + Penalty 3604.300864 = -8497257.003280 nChanged 960 SP:Iteration 12Q (3851.579767 sec): 3 clusters Score: Raw -8501120.924907 + Penalty 3604.300864 = -8497516.624042 nChanged 816 SP:Iteration 13Q (3851.704443 sec): 3 clusters Score: Raw -8501346.319982 + Penalty 3604.300864 = -8497742.019118 nChanged 824 SP:Iteration 14Q (3851.835408 sec): 3 clusters Score: Raw -8501575.470705 + Penalty 3604.300864 = -8497971.169841 nChanged 748 SP:Iteration 15Q (3851.949001 sec): 3 clusters Score: Raw -8501783.996521 + Penalty 3604.300864 = -8498179.695657 nChanged 768 SP:Iteration 16Q (3852.087383 sec): 3 clusters Score: Raw -8502003.521844 + Penalty 3604.300864 = -8498399.220980 nChanged 771 SP:Iteration 17Q (3852.224786 sec): 3 clusters Score: Raw -8502233.218513 + Penalty 3604.300864 = -8498628.917649 nChanged 770 SP:Iteration 18Q (3852.370411 sec): 3 clusters Score: Raw -8502457.869732 + Penalty 3604.300864 = -8498853.568868 nChanged 771 SP:Iteration 19Q (3852.511387 sec): 3 clusters Score: Raw -8502701.249244 + Penalty 3604.300864 = -8499096.948380 nChanged 782 SP:Iteration 20F (3852.647032 sec): 3 clusters Score: Raw -8502953.189727 + Penalty 3604.300864 = -8499348.888863 nChanged 797 SP:Iteration 21Q (3852.777924 sec): 3 clusters Score: Raw -8503210.960759 + Penalty 3604.300864 = -8499606.659895 nChanged 770 SP:Iteration 22Q (3852.912790 sec): 3 clusters Score: Raw -8503454.634722 + Penalty 3604.300864 = -8499850.333857 nChanged 782 SP:Iteration 23Q (3853.044013 sec): 3 clusters Score: Raw -8503709.556665 + Penalty 3604.300864 = -8500105.255801 nChanged 739 SP:Iteration 24Q (3853.180386 sec): 3 clusters Score: Raw -8503942.763554 + Penalty 3604.300864 = -8500338.462690 nChanged 696 SP:Iteration 25Q (3853.313597 sec): 3 clusters Score: Raw -8504151.436169 + Penalty 3604.300864 = -8500547.135305 nChanged 599 SP:Iteration 26Q (3853.449550 sec): 3 clusters Score: Raw -8504331.052942 + Penalty 3604.300864 = -8500726.752077 nChanged 587 SP:Iteration 27Q (3853.579712 sec): 3 clusters Score: Raw -8504508.189295 + Penalty 3604.300864 = -8500903.888431 nChanged 517 SP:Iteration 28Q (3853.710284 sec): 3 clusters Score: Raw -8504655.238313 + Penalty 3604.300864 = -8501050.937449 nChanged 463 SP:Iteration 29Q (3853.846588 sec): 3 clusters Score: Raw -8504791.578222 + Penalty 3604.300864 = -8501187.277357 nChanged 445 SP:Iteration 30Q (3853.981879 sec): 3 clusters Score: Raw -8504920.618176 + Penalty 3604.300864 = -8501316.317312 nChanged 409 SP:Iteration 31Q (3854.110819 sec): 3 clusters Score: Raw -8505051.094287 + Penalty 3604.300864 = -8501446.793423 nChanged 371 SP:Iteration 32Q (3854.234847 sec): 3 clusters Score: Raw -8505167.919320 + Penalty 3604.300864 = -8501563.618456 nChanged 341 SP:Iteration 33Q (3854.354651 sec): 3 clusters Score: Raw -8505272.287332 + Penalty 3604.300864 = -8501667.986468 nChanged 312 SP:Iteration 34Q (3854.486657 sec): 3 clusters Score: Raw -8505367.337125 + Penalty 3604.300864 = -8501763.036261 nChanged 293 SP:Iteration 35Q (3854.619217 sec): 3 clusters Score: Raw -8505459.787571 + Penalty 3604.300864 = -8501855.486707 nChanged 244 SP:Iteration 36Q (3854.749233 sec): 3 clusters Score: Raw -8505529.667186 + Penalty 3604.300864 = -8501925.366322 nChanged 182 SP:Iteration 37Q (3854.883752 sec): 3 clusters Score: Raw -8505577.606760 + Penalty 3604.300864 = -8501973.305896 nChanged 167 SP:Iteration 38Q (3855.011489 sec): 3 clusters Score: Raw -8505620.560020 + Penalty 3604.300864 = -8502016.259156 nChanged 139 SP:Iteration 39Q (3855.153913 sec): 3 clusters Score: Raw -8505660.525037 + Penalty 3604.300864 = -8502056.224173 nChanged 128 SP:Iteration 40F (3855.297273 sec): 3 clusters Score: Raw -8505693.552506 + Penalty 3604.300864 = -8502089.251642 nChanged 107 SP:Iteration 41Q (3855.422413 sec): 3 clusters Score: Raw -8505722.888619 + Penalty 3604.300864 = -8502118.587755 nChanged 108 SP:Iteration 42Q (3855.546196 sec): 3 clusters Score: Raw -8505749.250050 + Penalty 3604.300864 = -8502144.949186 nChanged 96 SP:Iteration 43Q (3855.668248 sec): 3 clusters Score: Raw -8505771.380999 + Penalty 3604.300864 = -8502167.080135 nChanged 68 SP:Iteration 44Q (3855.793884 sec): 3 clusters Score: Raw -8505790.330037 + Penalty 3604.300864 = -8502186.029173 nChanged 76 SP:Iteration 45Q (3855.909892 sec): 3 clusters Score: Raw -8505808.897695 + Penalty 3604.300864 = -8502204.596831 nChanged 73 SP:Iteration 46Q (3856.035132 sec): 3 clusters Score: Raw -8505825.807872 + Penalty 3604.300864 = -8502221.507008 nChanged 57 SP:Iteration 47Q (3856.168408 sec): 3 clusters Score: Raw -8505839.244366 + Penalty 3604.300864 = -8502234.943501 nChanged 54 SP:Iteration 48Q (3856.293414 sec): 3 clusters Score: Raw -8505853.130336 + Penalty 3604.300864 = -8502248.829472 nChanged 53 SP:Iteration 49Q (3856.410018 sec): 3 clusters Score: Raw -8505865.145146 + Penalty 3604.300864 = -8502260.844282 nChanged 42 SP:Iteration 50Q (3856.537446 sec): 3 clusters Score: Raw -8505873.984791 + Penalty 3604.300864 = -8502269.683927 nChanged 34 SP:Iteration 51Q (3856.666544 sec): 3 clusters Score: Raw -8505883.594369 + Penalty 3604.300864 = -8502279.293505 nChanged 35 SP:Iteration 52Q (3856.791605 sec): 3 clusters Score: Raw -8505892.840911 + Penalty 3604.300864 = -8502288.540047 nChanged 39 SP:Iteration 53Q (3856.921773 sec): 3 clusters Score: Raw -8505902.022951 + Penalty 3604.300864 = -8502297.722087 nChanged 28 SP:Iteration 54Q (3857.042580 sec): 3 clusters Score: Raw -8505908.518996 + Penalty 3604.300864 = -8502304.218132 nChanged 23 SP:Iteration 55Q (3857.153918 sec): 3 clusters Score: Raw -8505913.614886 + Penalty 3604.300864 = -8502309.314022 nChanged 24 SP:Iteration 56Q (3857.296669 sec): 3 clusters Score: Raw -8505918.956694 + Penalty 3604.300864 = -8502314.655830 nChanged 16 SP:Iteration 57Q (3857.424162 sec): 3 clusters Score: Raw -8505922.861943 + Penalty 3604.300864 = -8502318.561079 nChanged 20 SP:Iteration 58Q (3857.553143 sec): 3 clusters Score: Raw -8505926.410731 + Penalty 3604.300864 = -8502322.109867 nChanged 20 SP:Iteration 59Q (3857.692242 sec): 3 clusters Score: Raw -8505930.559299 + Penalty 3604.300864 = -8502326.258435 nChanged 14 SP:Iteration 60F (3857.838946 sec): 3 clusters Score: Raw -8505933.355954 + Penalty 3604.300864 = -8502329.055089 nChanged 15 SP:Iteration 61Q (3857.960955 sec): 3 clusters Score: Raw -8505936.693052 + Penalty 3604.300864 = -8502332.392188 nChanged 13 SP:Iteration 62Q (3858.092298 sec): 3 clusters Score: Raw -8505939.514542 + Penalty 3604.300864 = -8502335.213678 nChanged 13 SP:Iteration 63Q (3858.227131 sec): 3 clusters Score: Raw -8505941.723962 + Penalty 3604.300864 = -8502337.423098 nChanged 7 SP:Iteration 64Q (3858.357508 sec): 3 clusters Score: Raw -8505943.756691 + Penalty 3604.300864 = -8502339.455827 nChanged 11 SP:Iteration 65Q (3858.470496 sec): 3 clusters Score: Raw -8505946.319783 + Penalty 3604.300864 = -8502342.018919 nChanged 11 SP:Iteration 66Q (3858.581853 sec): 3 clusters Score: Raw -8505948.868466 + Penalty 3604.300864 = -8502344.567602 nChanged 15 SP:Iteration 67Q (3858.706156 sec): 3 clusters Score: Raw -8505952.051838 + Penalty 3604.300864 = -8502347.750974 nChanged 14 SP:Iteration 68Q (3858.824006 sec): 3 clusters Score: Raw -8505954.631139 + Penalty 3604.300864 = -8502350.330275 nChanged 13 SP:Iteration 69Q (3858.943237 sec): 3 clusters Score: Raw -8505956.885851 + Penalty 3604.300864 = -8502352.584987 nChanged 10 SP:Iteration 70Q (3859.079164 sec): 3 clusters Score: Raw -8505958.822281 + Penalty 3604.300864 = -8502354.521417 nChanged 14 SP:Iteration 71Q (3859.215497 sec): 3 clusters Score: Raw -8505962.731597 + Penalty 3604.300864 = -8502358.430733 nChanged 14 SP:Iteration 72Q (3859.355311 sec): 3 clusters Score: Raw -8505966.399925 + Penalty 3604.300864 = -8502362.099061 nChanged 17 SP:Iteration 73Q (3859.492183 sec): 3 clusters Score: Raw -8505970.036301 + Penalty 3604.300864 = -8502365.735436 nChanged 13 SP:Iteration 74Q (3859.621976 sec): 3 clusters Score: Raw -8505973.398545 + Penalty 3604.300864 = -8502369.097681 nChanged 13 SP:Iteration 75Q (3859.752586 sec): 3 clusters Score: Raw -8505977.172315 + Penalty 3604.300864 = -8502372.871451 nChanged 11 SP:Iteration 76Q (3859.878145 sec): 3 clusters Score: Raw -8505979.602528 + Penalty 3604.300864 = -8502375.301664 nChanged 9 SP:Iteration 77Q (3860.004874 sec): 3 clusters Score: Raw -8505981.827075 + Penalty 3604.300864 = -8502377.526211 nChanged 11 SP:Iteration 78Q (3860.138501 sec): 3 clusters Score: Raw -8505984.221766 + Penalty 3604.300864 = -8502379.920902 nChanged 6 SP:Iteration 79Q (3860.264582 sec): 3 clusters Score: Raw -8505985.746850 + Penalty 3604.300864 = -8502381.445986 nChanged 7 SP:Iteration 80F (3860.416436 sec): 3 clusters Score: Raw -8505987.898736 + Penalty 3604.300864 = -8502383.597872 nChanged 8 SP:Iteration 81Q (3860.543606 sec): 3 clusters Score: Raw -8505989.230882 + Penalty 3604.300864 = -8502384.930018 nChanged 8 SP:Iteration 82Q (3860.670610 sec): 3 clusters Score: Raw -8505991.662347 + Penalty 3604.300864 = -8502387.361483 nChanged 14 SP:Iteration 83Q (3860.802558 sec): 3 clusters Score: Raw -8505995.472415 + Penalty 3604.300864 = -8502391.171551 nChanged 7 SP:Iteration 84Q (3860.920149 sec): 3 clusters Score: Raw -8505997.666417 + Penalty 3604.300864 = -8502393.365553 nChanged 14 SP:Iteration 85Q (3861.039265 sec): 3 clusters Score: Raw -8506001.288842 + Penalty 3604.300864 = -8502396.987978 nChanged 10 SP:Iteration 86Q (3861.157871 sec): 3 clusters Score: Raw -8506004.280252 + Penalty 3604.300864 = -8502399.979388 nChanged 14 SP:Iteration 87Q (3861.290604 sec): 3 clusters Score: Raw -8506007.626878 + Penalty 3604.300864 = -8502403.326014 nChanged 13 SP:Iteration 88Q (3861.412610 sec): 3 clusters Score: Raw -8506010.731765 + Penalty 3604.300864 = -8502406.430901 nChanged 11 SP:Iteration 89Q (3861.542040 sec): 3 clusters Score: Raw -8506014.022251 + Penalty 3604.300864 = -8502409.721387 nChanged 11 SP:Iteration 90Q (3861.677172 sec): 3 clusters Score: Raw -8506016.845578 + Penalty 3604.300864 = -8502412.544714 nChanged 10 SP:Iteration 91Q (3861.809170 sec): 3 clusters Score: Raw -8506018.573918 + Penalty 3604.300864 = -8502414.273053 nChanged 5 SP:Iteration 92Q (3861.932853 sec): 3 clusters Score: Raw -8506019.674276 + Penalty 3604.300864 = -8502415.373412 nChanged 8 SP:Iteration 93Q (3862.053446 sec): 3 clusters Score: Raw -8506021.502826 + Penalty 3604.300864 = -8502417.201962 nChanged 8 SP:Iteration 94Q (3862.179841 sec): 3 clusters Score: Raw -8506022.924403 + Penalty 3604.300864 = -8502418.623539 nChanged 4 SP:Iteration 95Q (3862.306111 sec): 3 clusters Score: Raw -8506023.360662 + Penalty 3604.300864 = -8502419.059798 nChanged 2 SP:Iteration 96Q (3862.435810 sec): 3 clusters Score: Raw -8506023.595261 + Penalty 3604.300864 = -8502419.294397 nChanged 2 SP:Iteration 97Q (3862.575718 sec): 3 clusters Score: Raw -8506023.834354 + Penalty 3604.300864 = -8502419.533490 nChanged 2 SP:Iteration 98Q (3862.707013 sec): 3 clusters Score: Raw -8506024.454639 + Penalty 3604.300864 = -8502420.153775 nChanged 5 SP:Iteration 99Q (3862.837830 sec): 3 clusters Score: Raw -8506025.621139 + Penalty 3604.300864 = -8502421.320275 nChanged 3 SP:Iteration 100F (3862.980747 sec): 3 clusters Score: Raw -8506026.660778 + Penalty 3604.300864 = -8502422.359914 nChanged 5 SP:Iteration 101Q (3863.120172 sec): 3 clusters Score: Raw -8506027.965568 + Penalty 3604.300864 = -8502423.664704 nChanged 6 SP:Iteration 102Q (3863.247521 sec): 3 clusters Score: Raw -8506029.361761 + Penalty 3604.300864 = -8502425.060897 nChanged 5 SP:Iteration 103Q (3863.382749 sec): 3 clusters Score: Raw -8506030.167280 + Penalty 3604.300864 = -8502425.866416 nChanged 2 SP:Iteration 104Q (3863.509283 sec): 3 clusters Score: Raw -8506030.501556 + Penalty 3604.300864 = -8502426.200692 nChanged 1 SP:Iteration 105Q (3863.618148 sec): 3 clusters Score: Raw -8506030.636411 + Penalty 3604.300864 = -8502426.335547 nChanged 0 SP:Iteration 106F (3863.752088 sec): 3 clusters Score: Raw -8506030.636411 + Penalty 3604.300864 = -8502426.335547 nChanged 0 Trying to split cluster 16 (35745 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3863.811950 sec): 2 clusters Score: Raw -4409417.930883 + Penalty 1703.676923 = -4407714.253960 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3863.926875 sec): 3 clusters Score: Raw -4387288.006828 + Penalty 3407.353845 = -4383880.652982 nChanged 16494 SP:Iteration 1F (3864.032418 sec): 3 clusters Score: Raw -4396584.061080 + Penalty 3407.353845 = -4393176.707234 nChanged 1774 SP:Iteration 2Q (3864.145924 sec): 3 clusters Score: Raw -4397275.666204 + Penalty 3407.353845 = -4393868.312359 nChanged 1903 SP:Iteration 3F (3864.257020 sec): 3 clusters Score: Raw -4398233.794235 + Penalty 3407.353845 = -4394826.440389 nChanged 2226 SP:Iteration 4F (3864.367758 sec): 3 clusters Score: Raw -4399594.687573 + Penalty 3407.353845 = -4396187.333727 nChanged 2540 SP:Iteration 5F (3864.478134 sec): 3 clusters Score: Raw -4401415.064711 + Penalty 3407.353845 = -4398007.710865 nChanged 2628 SP:Iteration 6F (3864.575433 sec): 3 clusters Score: Raw -4403456.704512 + Penalty 3407.353845 = -4400049.350666 nChanged 2325 SP:Iteration 7F (3864.690093 sec): 3 clusters Score: Raw -4405340.519759 + Penalty 3407.353845 = -4401933.165913 nChanged 1845 SP:Iteration 8F (3864.794208 sec): 3 clusters Score: Raw -4406843.334052 + Penalty 3407.353845 = -4403435.980207 nChanged 1297 SP:Iteration 9Q (3864.903541 sec): 3 clusters Score: Raw -4407827.534181 + Penalty 3407.353845 = -4404420.180336 nChanged 901 SP:Iteration 10Q (3865.018390 sec): 3 clusters Score: Raw -4408537.099078 + Penalty 3407.353845 = -4405129.745233 nChanged 603 SP:Iteration 11Q (3865.121582 sec): 3 clusters Score: Raw -4408994.419879 + Penalty 3407.353845 = -4405587.066034 nChanged 422 SP:Iteration 12Q (3865.221141 sec): 3 clusters Score: Raw -4409310.586926 + Penalty 3407.353845 = -4405903.233081 nChanged 260 SP:Iteration 13Q (3865.314162 sec): 3 clusters Score: Raw -4409519.453279 + Penalty 3407.353845 = -4406112.099434 nChanged 186 SP:Iteration 14Q (3865.402937 sec): 3 clusters Score: Raw -4409658.272537 + Penalty 3407.353845 = -4406250.918691 nChanged 152 SP:Iteration 15Q (3865.493548 sec): 3 clusters Score: Raw -4409760.220049 + Penalty 3407.353845 = -4406352.866204 nChanged 105 SP:Iteration 16Q (3865.581941 sec): 3 clusters Score: Raw -4409825.054550 + Penalty 3407.353845 = -4406417.700704 nChanged 71 SP:Iteration 17Q (3865.660953 sec): 3 clusters Score: Raw -4409867.481720 + Penalty 3407.353845 = -4406460.127875 nChanged 55 SP:Iteration 18Q (3865.748189 sec): 3 clusters Score: Raw -4409898.908671 + Penalty 3407.353845 = -4406491.554825 nChanged 45 SP:Iteration 19Q (3865.840028 sec): 3 clusters Score: Raw -4409921.437076 + Penalty 3407.353845 = -4406514.083231 nChanged 35 SP:Iteration 20F (3865.936972 sec): 3 clusters Score: Raw -4409939.844680 + Penalty 3407.353845 = -4406532.490834 nChanged 31 SP:Iteration 21Q (3866.036292 sec): 3 clusters Score: Raw -4409954.594372 + Penalty 3407.353845 = -4406547.240527 nChanged 32 SP:Iteration 22Q (3866.131949 sec): 3 clusters Score: Raw -4409967.174174 + Penalty 3407.353845 = -4406559.820328 nChanged 18 SP:Iteration 23Q (3866.227345 sec): 3 clusters Score: Raw -4409973.254735 + Penalty 3407.353845 = -4406565.900890 nChanged 13 SP:Iteration 24Q (3866.323256 sec): 3 clusters Score: Raw -4409977.087147 + Penalty 3407.353845 = -4406569.733301 nChanged 8 SP:Iteration 25Q (3866.416087 sec): 3 clusters Score: Raw -4409979.911704 + Penalty 3407.353845 = -4406572.557859 nChanged 6 SP:Iteration 26Q (3866.513775 sec): 3 clusters Score: Raw -4409981.581514 + Penalty 3407.353845 = -4406574.227669 nChanged 4 SP:Iteration 27Q (3866.609838 sec): 3 clusters Score: Raw -4409984.054565 + Penalty 3407.353845 = -4406576.700719 nChanged 4 SP:Iteration 28Q (3866.696167 sec): 3 clusters Score: Raw -4409986.369713 + Penalty 3407.353845 = -4406579.015868 nChanged 6 SP:Iteration 29Q (3866.791132 sec): 3 clusters Score: Raw -4409987.814259 + Penalty 3407.353845 = -4406580.460413 nChanged 1 SP:Iteration 30Q (3866.877219 sec): 3 clusters Score: Raw -4409988.095851 + Penalty 3407.353845 = -4406580.742006 nChanged 1 SP:Iteration 31Q (3866.969803 sec): 3 clusters Score: Raw -4409988.328418 + Penalty 3407.353845 = -4406580.974573 nChanged 0 SP:Iteration 32F (3867.068202 sec): 3 clusters Score: Raw -4409988.328418 + Penalty 3407.353845 = -4406580.974573 nChanged 0 Trying to split cluster 17 (5184 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3867.091366 sec): 2 clusters Score: Raw -662552.429321 + Penalty 1389.916489 = -661162.512833 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3867.142578 sec): 3 clusters Score: Raw -659845.997582 + Penalty 2779.832977 = -657066.164605 nChanged 2115 SP:Iteration 1F (3867.193204 sec): 3 clusters Score: Raw -661112.155245 + Penalty 2779.832977 = -658332.322267 nChanged 380 SP:Iteration 2F (3867.240687 sec): 3 clusters Score: Raw -661308.509740 + Penalty 2779.832977 = -658528.676763 nChanged 253 SP:Iteration 3Q (3867.293217 sec): 3 clusters Score: Raw -661419.483893 + Penalty 2779.832977 = -658639.650916 nChanged 187 SP:Iteration 4Q (3867.345103 sec): 3 clusters Score: Raw -661496.943532 + Penalty 2779.832977 = -658717.110555 nChanged 158 SP:Iteration 5Q (3867.389766 sec): 3 clusters Score: Raw -661572.726526 + Penalty 2779.832977 = -658792.893549 nChanged 154 SP:Iteration 6Q (3867.442071 sec): 3 clusters Score: Raw -661649.423449 + Penalty 2779.832977 = -658869.590471 nChanged 143 SP:Iteration 7Q (3867.485230 sec): 3 clusters Score: Raw -661712.123204 + Penalty 2779.832977 = -658932.290227 nChanged 110 SP:Iteration 8Q (3867.537612 sec): 3 clusters Score: Raw -661764.543301 + Penalty 2779.832977 = -658984.710324 nChanged 126 SP:Iteration 9Q (3867.593188 sec): 3 clusters Score: Raw -661826.930009 + Penalty 2779.832977 = -659047.097032 nChanged 129 SP:Iteration 10Q (3867.638530 sec): 3 clusters Score: Raw -661880.402154 + Penalty 2779.832977 = -659100.569177 nChanged 109 SP:Iteration 11Q (3867.702990 sec): 3 clusters Score: Raw -661918.867410 + Penalty 2779.832977 = -659139.034432 nChanged 99 SP:Iteration 12Q (3867.747942 sec): 3 clusters Score: Raw -661953.202300 + Penalty 2779.832977 = -659173.369323 nChanged 78 SP:Iteration 13Q (3867.771110 sec): 3 clusters Score: Raw -661983.920206 + Penalty 2779.832977 = -659204.087229 nChanged 82 SP:Iteration 14Q (3867.826641 sec): 3 clusters Score: Raw -662014.794913 + Penalty 2779.832977 = -659234.961935 nChanged 76 SP:Iteration 15Q (3867.877578 sec): 3 clusters Score: Raw -662042.794895 + Penalty 2779.832977 = -659262.961918 nChanged 74 SP:Iteration 16Q (3867.935833 sec): 3 clusters Score: Raw -662074.099417 + Penalty 2779.832977 = -659294.266439 nChanged 78 SP:Iteration 17Q (3867.992781 sec): 3 clusters Score: Raw -662102.574657 + Penalty 2779.832977 = -659322.741680 nChanged 75 SP:Iteration 18Q (3868.035272 sec): 3 clusters Score: Raw -662130.543991 + Penalty 2779.832977 = -659350.711014 nChanged 66 SP:Iteration 19Q (3868.095974 sec): 3 clusters Score: Raw -662154.987533 + Penalty 2779.832977 = -659375.154555 nChanged 69 SP:Iteration 20F (3868.152506 sec): 3 clusters Score: Raw -662187.239028 + Penalty 2779.832977 = -659407.406050 nChanged 74 SP:Iteration 21Q (3868.193482 sec): 3 clusters Score: Raw -662221.857252 + Penalty 2779.832977 = -659442.024275 nChanged 91 SP:Iteration 22Q (3868.257457 sec): 3 clusters Score: Raw -662256.460081 + Penalty 2779.832977 = -659476.627104 nChanged 70 SP:Iteration 23Q (3868.310766 sec): 3 clusters Score: Raw -662282.486008 + Penalty 2779.832977 = -659502.653031 nChanged 50 SP:Iteration 24Q (3868.353783 sec): 3 clusters Score: Raw -662301.422020 + Penalty 2779.832977 = -659521.589043 nChanged 51 SP:Iteration 25Q (3868.405162 sec): 3 clusters Score: Raw -662325.654284 + Penalty 2779.832977 = -659545.821306 nChanged 58 SP:Iteration 26Q (3868.465665 sec): 3 clusters Score: Raw -662351.246415 + Penalty 2779.832977 = -659571.413437 nChanged 68 SP:Iteration 27Q (3868.518776 sec): 3 clusters Score: Raw -662382.165192 + Penalty 2779.832977 = -659602.332215 nChanged 65 SP:Iteration 28Q (3868.577726 sec): 3 clusters Score: Raw -662405.367961 + Penalty 2779.832977 = -659625.534983 nChanged 46 SP:Iteration 29Q (3868.618209 sec): 3 clusters Score: Raw -662419.984219 + Penalty 2779.832977 = -659640.151242 nChanged 39 SP:Iteration 30Q (3868.682590 sec): 3 clusters Score: Raw -662435.421761 + Penalty 2779.832977 = -659655.588784 nChanged 41 SP:Iteration 31Q (3868.723005 sec): 3 clusters Score: Raw -662450.477415 + Penalty 2779.832977 = -659670.644437 nChanged 40 SP:Iteration 32Q (3868.786107 sec): 3 clusters Score: Raw -662463.391118 + Penalty 2779.832977 = -659683.558141 nChanged 32 SP:Iteration 33Q (3868.830541 sec): 3 clusters Score: Raw -662473.637144 + Penalty 2779.832977 = -659693.804167 nChanged 29 SP:Iteration 34Q (3868.881201 sec): 3 clusters Score: Raw -662483.198264 + Penalty 2779.832977 = -659703.365287 nChanged 31 SP:Iteration 35Q (3868.942602 sec): 3 clusters Score: Raw -662496.095872 + Penalty 2779.832977 = -659716.262894 nChanged 33 SP:Iteration 36Q (3868.987779 sec): 3 clusters Score: Raw -662511.593731 + Penalty 2779.832977 = -659731.760754 nChanged 33 SP:Iteration 37Q (3869.046744 sec): 3 clusters Score: Raw -662523.492576 + Penalty 2779.832977 = -659743.659599 nChanged 35 SP:Iteration 38Q (3869.098722 sec): 3 clusters Score: Raw -662537.320562 + Penalty 2779.832977 = -659757.487584 nChanged 34 SP:Iteration 39Q (3869.142138 sec): 3 clusters Score: Raw -662550.079991 + Penalty 2779.832977 = -659770.247014 nChanged 35 SP:Iteration 40F (3869.190624 sec): 3 clusters Score: Raw -662563.761881 + Penalty 2779.832977 = -659783.928904 nChanged 42 SP:Iteration 41Q (3869.235441 sec): 3 clusters Score: Raw -662578.821395 + Penalty 2779.832977 = -659798.988418 nChanged 33 SP:Iteration 42Q (3869.291003 sec): 3 clusters Score: Raw -662590.429736 + Penalty 2779.832977 = -659810.596759 nChanged 29 SP:Iteration 43Q (3869.347369 sec): 3 clusters Score: Raw -662602.508594 + Penalty 2779.832977 = -659822.675617 nChanged 32 SP:Iteration 44Q (3869.381525 sec): 3 clusters Score: Raw -662615.773134 + Penalty 2779.832977 = -659835.940157 nChanged 33 SP:Iteration 45Q (3869.433285 sec): 3 clusters Score: Raw -662626.963373 + Penalty 2779.832977 = -659847.130396 nChanged 24 SP:Iteration 46Q (3869.485903 sec): 3 clusters Score: Raw -662637.289662 + Penalty 2779.832977 = -659857.456685 nChanged 25 SP:Iteration 47Q (3869.547499 sec): 3 clusters Score: Raw -662649.097318 + Penalty 2779.832977 = -659869.264341 nChanged 25 SP:Iteration 48Q (3869.590410 sec): 3 clusters Score: Raw -662658.849452 + Penalty 2779.832977 = -659879.016475 nChanged 22 SP:Iteration 49Q (3869.639357 sec): 3 clusters Score: Raw -662667.707797 + Penalty 2779.832977 = -659887.874820 nChanged 22 SP:Iteration 50Q (3869.691967 sec): 3 clusters Score: Raw -662681.441142 + Penalty 2779.832977 = -659901.608164 nChanged 35 SP:Iteration 51Q (3869.736521 sec): 3 clusters Score: Raw -662699.535087 + Penalty 2779.832977 = -659919.702110 nChanged 32 SP:Iteration 52Q (3869.786896 sec): 3 clusters Score: Raw -662713.858605 + Penalty 2779.832977 = -659934.025628 nChanged 17 SP:Iteration 53Q (3869.841012 sec): 3 clusters Score: Raw -662722.020658 + Penalty 2779.832977 = -659942.187681 nChanged 21 SP:Iteration 54Q (3869.885405 sec): 3 clusters Score: Raw -662733.557019 + Penalty 2779.832977 = -659953.724042 nChanged 31 SP:Iteration 55Q (3869.945594 sec): 3 clusters Score: Raw -662746.025723 + Penalty 2779.832977 = -659966.192746 nChanged 19 SP:Iteration 56Q (3869.992894 sec): 3 clusters Score: Raw -662757.172771 + Penalty 2779.832977 = -659977.339793 nChanged 22 SP:Iteration 57Q (3870.058018 sec): 3 clusters Score: Raw -662765.768331 + Penalty 2779.832977 = -659985.935354 nChanged 12 SP:Iteration 58Q (3870.114723 sec): 3 clusters Score: Raw -662771.057498 + Penalty 2779.832977 = -659991.224520 nChanged 8 SP:Iteration 59Q (3870.171294 sec): 3 clusters Score: Raw -662775.531500 + Penalty 2779.832977 = -659995.698523 nChanged 11 SP:Iteration 60F (3870.224068 sec): 3 clusters Score: Raw -662778.900219 + Penalty 2779.832977 = -659999.067241 nChanged 13 SP:Iteration 61Q (3870.269456 sec): 3 clusters Score: Raw -662783.792067 + Penalty 2779.832977 = -660003.959090 nChanged 8 SP:Iteration 62Q (3870.333628 sec): 3 clusters Score: Raw -662787.039801 + Penalty 2779.832977 = -660007.206823 nChanged 9 SP:Iteration 63Q (3870.377658 sec): 3 clusters Score: Raw -662789.827466 + Penalty 2779.832977 = -660009.994489 nChanged 5 SP:Iteration 64Q (3870.446149 sec): 3 clusters Score: Raw -662792.590158 + Penalty 2779.832977 = -660012.757181 nChanged 8 SP:Iteration 65Q (3870.488010 sec): 3 clusters Score: Raw -662797.265635 + Penalty 2779.832977 = -660017.432657 nChanged 14 SP:Iteration 66Q (3870.540540 sec): 3 clusters Score: Raw -662803.294730 + Penalty 2779.832977 = -660023.461753 nChanged 9 SP:Iteration 67Q (3870.593690 sec): 3 clusters Score: Raw -662806.627836 + Penalty 2779.832977 = -660026.794859 nChanged 11 SP:Iteration 68Q (3870.639701 sec): 3 clusters Score: Raw -662810.771712 + Penalty 2779.832977 = -660030.938735 nChanged 5 SP:Iteration 69Q (3870.688733 sec): 3 clusters Score: Raw -662812.312345 + Penalty 2779.832977 = -660032.479368 nChanged 3 SP:Iteration 70Q (3870.746460 sec): 3 clusters Score: Raw -662814.082996 + Penalty 2779.832977 = -660034.250019 nChanged 5 SP:Iteration 71Q (3870.793231 sec): 3 clusters Score: Raw -662815.616367 + Penalty 2779.832977 = -660035.783390 nChanged 5 SP:Iteration 72Q (3870.846639 sec): 3 clusters Score: Raw -662818.878298 + Penalty 2779.832977 = -660039.045321 nChanged 7 SP:Iteration 73Q (3870.910240 sec): 3 clusters Score: Raw -662821.670436 + Penalty 2779.832977 = -660041.837458 nChanged 6 SP:Iteration 74Q (3870.959028 sec): 3 clusters Score: Raw -662824.392026 + Penalty 2779.832977 = -660044.559049 nChanged 7 SP:Iteration 75Q (3871.008647 sec): 3 clusters Score: Raw -662827.910876 + Penalty 2779.832977 = -660048.077899 nChanged 7 SP:Iteration 76Q (3871.060199 sec): 3 clusters Score: Raw -662830.657916 + Penalty 2779.832977 = -660050.824938 nChanged 4 SP:Iteration 77Q (3871.119411 sec): 3 clusters Score: Raw -662831.908896 + Penalty 2779.832977 = -660052.075919 nChanged 3 SP:Iteration 78Q (3871.169411 sec): 3 clusters Score: Raw -662833.001508 + Penalty 2779.832977 = -660053.168530 nChanged 2 SP:Iteration 79Q (3871.220760 sec): 3 clusters Score: Raw -662833.193179 + Penalty 2779.832977 = -660053.360202 nChanged 0 SP:Iteration 80F (3871.264052 sec): 3 clusters Score: Raw -662833.193179 + Penalty 2779.832977 = -660053.360202 nChanged 0 Trying to split cluster 18 (401 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3871.290930 sec): 2 clusters Score: Raw -43082.039595 + Penalty 974.018732 = -42108.020863 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3871.332827 sec): 3 clusters Score: Raw -43196.755805 + Penalty 1948.037464 = -41248.718341 nChanged 102 SP:Iteration 1F (3871.389842 sec): 3 clusters Score: Raw -43382.173701 + Penalty 1948.037464 = -41434.136237 nChanged 28 SP:Iteration 2F (3871.423200 sec): 3 clusters Score: Raw -43467.471871 + Penalty 1948.037464 = -41519.434407 nChanged 22 SP:Iteration 3F (3871.469250 sec): 3 clusters Score: Raw -43503.485183 + Penalty 1948.037464 = -41555.447720 nChanged 17 SP:Iteration 4Q (3871.513195 sec): 3 clusters Score: Raw -43547.288850 + Penalty 1948.037464 = -41599.251386 nChanged 18 SP:Iteration 5Q (3871.554962 sec): 3 clusters Score: Raw -43596.797858 + Penalty 1948.037464 = -41648.760394 nChanged 10 SP:Iteration 6Q (3871.597430 sec): 3 clusters Score: Raw -43619.587721 + Penalty 1948.037464 = -41671.550257 nChanged 7 SP:Iteration 7Q (3871.639496 sec): 3 clusters Score: Raw -43632.849144 + Penalty 1948.037464 = -41684.811680 nChanged 4 SP:Iteration 8Q (3871.686000 sec): 3 clusters Score: Raw -43638.024105 + Penalty 1948.037464 = -41689.986641 nChanged 2 SP:Iteration 9Q (3871.744813 sec): 3 clusters Score: Raw -43658.522287 + Penalty 1948.037464 = -41710.484823 nChanged 5 SP:Iteration 10Q (3871.780289 sec): 3 clusters Score: Raw -43693.084434 + Penalty 1948.037464 = -41745.046970 nChanged 5 SP:Iteration 11Q (3871.835731 sec): 3 clusters Score: Raw -43812.350230 + Penalty 1948.037464 = -41864.312766 nChanged 5 SP:Iteration 12Q (3871.874957 sec): 3 clusters Score: Raw -43830.821337 + Penalty 1948.037464 = -41882.783873 nChanged 1 SP:Iteration 13Q (3871.922661 sec): 3 clusters Score: Raw -43833.159753 + Penalty 1948.037464 = -41885.122289 nChanged 0 SP:Iteration 14F (3871.973025 sec): 3 clusters Score: Raw -43834.650171 + Penalty 1948.037464 = -41886.612707 nChanged 1 SP:Iteration 15Q (3872.010537 sec): 3 clusters Score: Raw -43878.449259 + Penalty 1948.037464 = -41930.411795 nChanged 3 SP:Iteration 16Q (3872.052895 sec): 3 clusters Score: Raw -43902.316919 + Penalty 1948.037464 = -41954.279455 nChanged 4 SP:Iteration 17Q (3872.092501 sec): 3 clusters Score: Raw -43922.549969 + Penalty 1948.037464 = -41974.512506 nChanged 2 SP:Iteration 18Q (3872.135069 sec): 3 clusters Score: Raw -43931.452440 + Penalty 1948.037464 = -41983.414976 nChanged 1 SP:Iteration 19Q (3872.170864 sec): 3 clusters Score: Raw -43934.010595 + Penalty 1948.037464 = -41985.973132 nChanged 0 SP:Iteration 20F (3872.221273 sec): 3 clusters Score: Raw -43934.010595 + Penalty 1948.037464 = -41985.973132 nChanged 0 Trying to split cluster 19 (15047 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3872.268794 sec): 2 clusters Score: Raw -1887736.899423 + Penalty 1563.076761 = -1886173.822662 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3872.333753 sec): 3 clusters Score: Raw -1878916.511320 + Penalty 3126.153522 = -1875790.357798 nChanged 6661 SP:Iteration 1F (3872.410774 sec): 3 clusters Score: Raw -1882581.223021 + Penalty 3126.153522 = -1879455.069498 nChanged 924 SP:Iteration 2F (3872.468115 sec): 3 clusters Score: Raw -1883064.314577 + Penalty 3126.153522 = -1879938.161055 nChanged 929 SP:Iteration 3F (3872.531348 sec): 3 clusters Score: Raw -1883570.961892 + Penalty 3126.153522 = -1880444.808369 nChanged 882 SP:Iteration 4F (3872.605823 sec): 3 clusters Score: Raw -1884077.324622 + Penalty 3126.153522 = -1880951.171099 nChanged 906 SP:Iteration 5F (3872.666073 sec): 3 clusters Score: Raw -1884633.222262 + Penalty 3126.153522 = -1881507.068740 nChanged 814 SP:Iteration 6F (3872.746419 sec): 3 clusters Score: Raw -1885071.933891 + Penalty 3126.153522 = -1881945.780369 nChanged 692 SP:Iteration 7Q (3872.808613 sec): 3 clusters Score: Raw -1885404.612353 + Penalty 3126.153522 = -1882278.458831 nChanged 588 SP:Iteration 8Q (3872.875906 sec): 3 clusters Score: Raw -1885673.798525 + Penalty 3126.153522 = -1882547.645003 nChanged 519 SP:Iteration 9Q (3872.942160 sec): 3 clusters Score: Raw -1885903.460686 + Penalty 3126.153522 = -1882777.307164 nChanged 457 SP:Iteration 10Q (3873.013326 sec): 3 clusters Score: Raw -1886128.143994 + Penalty 3126.153522 = -1883001.990472 nChanged 423 SP:Iteration 11Q (3873.086899 sec): 3 clusters Score: Raw -1886344.925408 + Penalty 3126.153522 = -1883218.771886 nChanged 382 SP:Iteration 12Q (3873.152071 sec): 3 clusters Score: Raw -1886562.718946 + Penalty 3126.153522 = -1883436.565424 nChanged 354 SP:Iteration 13Q (3873.230304 sec): 3 clusters Score: Raw -1886812.084928 + Penalty 3126.153522 = -1883685.931406 nChanged 352 SP:Iteration 14Q (3873.289129 sec): 3 clusters Score: Raw -1887098.373481 + Penalty 3126.153522 = -1883972.219959 nChanged 299 SP:Iteration 15Q (3873.356777 sec): 3 clusters Score: Raw -1887366.806925 + Penalty 3126.153522 = -1884240.653403 nChanged 270 SP:Iteration 16Q (3873.422050 sec): 3 clusters Score: Raw -1887639.093280 + Penalty 3126.153522 = -1884512.939758 nChanged 240 SP:Iteration 17Q (3873.482417 sec): 3 clusters Score: Raw -1887855.676900 + Penalty 3126.153522 = -1884729.523378 nChanged 190 SP:Iteration 18Q (3873.546086 sec): 3 clusters Score: Raw -1888020.537264 + Penalty 3126.153522 = -1884894.383741 nChanged 151 SP:Iteration 19Q (3873.608484 sec): 3 clusters Score: Raw -1888130.705049 + Penalty 3126.153522 = -1885004.551526 nChanged 112 SP:Iteration 20F (3873.690233 sec): 3 clusters Score: Raw -1888192.310592 + Penalty 3126.153522 = -1885066.157070 nChanged 86 SP:Iteration 21Q (3873.744603 sec): 3 clusters Score: Raw -1888228.695427 + Penalty 3126.153522 = -1885102.541905 nChanged 74 SP:Iteration 22Q (3873.806966 sec): 3 clusters Score: Raw -1888257.126045 + Penalty 3126.153522 = -1885130.972523 nChanged 54 SP:Iteration 23Q (3873.870100 sec): 3 clusters Score: Raw -1888274.794784 + Penalty 3126.153522 = -1885148.641261 nChanged 39 SP:Iteration 24Q (3873.939766 sec): 3 clusters Score: Raw -1888286.701383 + Penalty 3126.153522 = -1885160.547861 nChanged 39 SP:Iteration 25Q (3874.013114 sec): 3 clusters Score: Raw -1888299.355834 + Penalty 3126.153522 = -1885173.202311 nChanged 32 SP:Iteration 26Q (3874.071184 sec): 3 clusters Score: Raw -1888309.353894 + Penalty 3126.153522 = -1885183.200372 nChanged 23 SP:Iteration 27Q (3874.129736 sec): 3 clusters Score: Raw -1888316.203047 + Penalty 3126.153522 = -1885190.049525 nChanged 15 SP:Iteration 28Q (3874.196136 sec): 3 clusters Score: Raw -1888319.825616 + Penalty 3126.153522 = -1885193.672094 nChanged 21 SP:Iteration 29Q (3874.260703 sec): 3 clusters Score: Raw -1888326.870247 + Penalty 3126.153522 = -1885200.716725 nChanged 20 SP:Iteration 30Q (3874.319811 sec): 3 clusters Score: Raw -1888334.778941 + Penalty 3126.153522 = -1885208.625419 nChanged 17 SP:Iteration 31Q (3874.379105 sec): 3 clusters Score: Raw -1888343.603577 + Penalty 3126.153522 = -1885217.450055 nChanged 22 SP:Iteration 32Q (3874.452207 sec): 3 clusters Score: Raw -1888354.327840 + Penalty 3126.153522 = -1885228.174318 nChanged 23 SP:Iteration 33Q (3874.509825 sec): 3 clusters Score: Raw -1888363.487918 + Penalty 3126.153522 = -1885237.334396 nChanged 23 SP:Iteration 34Q (3874.573511 sec): 3 clusters Score: Raw -1888370.157572 + Penalty 3126.153522 = -1885244.004050 nChanged 15 SP:Iteration 35Q (3874.622901 sec): 3 clusters Score: Raw -1888376.837889 + Penalty 3126.153522 = -1885250.684367 nChanged 23 SP:Iteration 36Q (3874.681454 sec): 3 clusters Score: Raw -1888383.907285 + Penalty 3126.153522 = -1885257.753763 nChanged 17 SP:Iteration 37Q (3874.738949 sec): 3 clusters Score: Raw -1888388.911420 + Penalty 3126.153522 = -1885262.757898 nChanged 11 SP:Iteration 38Q (3874.806122 sec): 3 clusters Score: Raw -1888391.480758 + Penalty 3126.153522 = -1885265.327236 nChanged 9 SP:Iteration 39Q (3874.860891 sec): 3 clusters Score: Raw -1888394.734661 + Penalty 3126.153522 = -1885268.581139 nChanged 11 SP:Iteration 40F (3874.931224 sec): 3 clusters Score: Raw -1888398.660988 + Penalty 3126.153522 = -1885272.507465 nChanged 6 SP:Iteration 41Q (3875.005015 sec): 3 clusters Score: Raw -1888400.406688 + Penalty 3126.153522 = -1885274.253166 nChanged 7 SP:Iteration 42Q (3875.059701 sec): 3 clusters Score: Raw -1888402.616404 + Penalty 3126.153522 = -1885276.462881 nChanged 8 SP:Iteration 43Q (3875.137990 sec): 3 clusters Score: Raw -1888405.648714 + Penalty 3126.153522 = -1885279.495191 nChanged 9 SP:Iteration 44Q (3875.204503 sec): 3 clusters Score: Raw -1888409.018689 + Penalty 3126.153522 = -1885282.865167 nChanged 8 SP:Iteration 45Q (3875.265447 sec): 3 clusters Score: Raw -1888411.257039 + Penalty 3126.153522 = -1885285.103517 nChanged 8 SP:Iteration 46Q (3875.334764 sec): 3 clusters Score: Raw -1888413.705047 + Penalty 3126.153522 = -1885287.551524 nChanged 10 SP:Iteration 47Q (3875.411286 sec): 3 clusters Score: Raw -1888416.904670 + Penalty 3126.153522 = -1885290.751148 nChanged 6 SP:Iteration 48Q (3875.478457 sec): 3 clusters Score: Raw -1888418.472981 + Penalty 3126.153522 = -1885292.319459 nChanged 3 SP:Iteration 49Q (3875.549091 sec): 3 clusters Score: Raw -1888419.178973 + Penalty 3126.153522 = -1885293.025450 nChanged 2 SP:Iteration 50Q (3875.618156 sec): 3 clusters Score: Raw -1888419.796827 + Penalty 3126.153522 = -1885293.643305 nChanged 0 SP:Iteration 51F (3875.691873 sec): 3 clusters Score: Raw -1888419.796827 + Penalty 3126.153522 = -1885293.643305 nChanged 0 Trying to split cluster 20 (12493 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3875.732485 sec): 2 clusters Score: Raw -1437118.170599 + Penalty 1532.850112 = -1435585.320487 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3875.801986 sec): 3 clusters Score: Raw -1429968.735434 + Penalty 3065.700224 = -1426903.035210 nChanged 5490 SP:Iteration 1F (3875.869307 sec): 3 clusters Score: Raw -1433344.618967 + Penalty 3065.700224 = -1430278.918743 nChanged 1138 SP:Iteration 2F (3875.926829 sec): 3 clusters Score: Raw -1434218.073021 + Penalty 3065.700224 = -1431152.372797 nChanged 1042 SP:Iteration 3F (3876.004465 sec): 3 clusters Score: Raw -1434960.053460 + Penalty 3065.700224 = -1431894.353236 nChanged 920 SP:Iteration 4F (3876.074158 sec): 3 clusters Score: Raw -1435604.231485 + Penalty 3065.700224 = -1432538.531261 nChanged 806 SP:Iteration 5F (3876.131344 sec): 3 clusters Score: Raw -1436161.209399 + Penalty 3065.700224 = -1433095.509175 nChanged 626 SP:Iteration 6F (3876.195476 sec): 3 clusters Score: Raw -1436573.254273 + Penalty 3065.700224 = -1433507.554049 nChanged 548 SP:Iteration 7Q (3876.259350 sec): 3 clusters Score: Raw -1436932.051209 + Penalty 3065.700224 = -1433866.350985 nChanged 465 SP:Iteration 8Q (3876.333545 sec): 3 clusters Score: Raw -1437230.472816 + Penalty 3065.700224 = -1434164.772591 nChanged 416 SP:Iteration 9Q (3876.402186 sec): 3 clusters Score: Raw -1437495.549668 + Penalty 3065.700224 = -1434429.849444 nChanged 366 SP:Iteration 10Q (3876.473475 sec): 3 clusters Score: Raw -1437677.339207 + Penalty 3065.700224 = -1434611.638983 nChanged 288 SP:Iteration 11Q (3876.535570 sec): 3 clusters Score: Raw -1437799.869910 + Penalty 3065.700224 = -1434734.169686 nChanged 252 SP:Iteration 12Q (3876.600058 sec): 3 clusters Score: Raw -1437884.785237 + Penalty 3065.700224 = -1434819.085013 nChanged 208 SP:Iteration 13Q (3876.666399 sec): 3 clusters Score: Raw -1437957.204975 + Penalty 3065.700224 = -1434891.504751 nChanged 191 SP:Iteration 14Q (3876.734180 sec): 3 clusters Score: Raw -1438037.608906 + Penalty 3065.700224 = -1434971.908682 nChanged 200 SP:Iteration 15Q (3876.792821 sec): 3 clusters Score: Raw -1438126.192111 + Penalty 3065.700224 = -1435060.491887 nChanged 179 SP:Iteration 16Q (3876.865152 sec): 3 clusters Score: Raw -1438227.461266 + Penalty 3065.700224 = -1435161.761042 nChanged 186 SP:Iteration 17Q (3876.930414 sec): 3 clusters Score: Raw -1438325.342851 + Penalty 3065.700224 = -1435259.642627 nChanged 194 SP:Iteration 18Q (3876.996569 sec): 3 clusters Score: Raw -1438400.929700 + Penalty 3065.700224 = -1435335.229476 nChanged 154 SP:Iteration 19Q (3877.063069 sec): 3 clusters Score: Raw -1438444.228802 + Penalty 3065.700224 = -1435378.528578 nChanged 133 SP:Iteration 20F (3877.116779 sec): 3 clusters Score: Raw -1438494.142338 + Penalty 3065.700224 = -1435428.442114 nChanged 142 SP:Iteration 21Q (3877.192150 sec): 3 clusters Score: Raw -1438538.152179 + Penalty 3065.700224 = -1435472.451955 nChanged 130 SP:Iteration 22Q (3877.253852 sec): 3 clusters Score: Raw -1438573.804519 + Penalty 3065.700224 = -1435508.104295 nChanged 109 SP:Iteration 23Q (3877.315690 sec): 3 clusters Score: Raw -1438601.895254 + Penalty 3065.700224 = -1435536.195029 nChanged 103 SP:Iteration 24Q (3877.386460 sec): 3 clusters Score: Raw -1438627.373699 + Penalty 3065.700224 = -1435561.673475 nChanged 85 SP:Iteration 25Q (3877.452967 sec): 3 clusters Score: Raw -1438643.498566 + Penalty 3065.700224 = -1435577.798342 nChanged 73 SP:Iteration 26Q (3877.509231 sec): 3 clusters Score: Raw -1438656.843274 + Penalty 3065.700224 = -1435591.143050 nChanged 67 SP:Iteration 27Q (3877.573173 sec): 3 clusters Score: Raw -1438671.226934 + Penalty 3065.700224 = -1435605.526710 nChanged 82 SP:Iteration 28Q (3877.636856 sec): 3 clusters Score: Raw -1438689.104913 + Penalty 3065.700224 = -1435623.404688 nChanged 78 SP:Iteration 29Q (3877.705378 sec): 3 clusters Score: Raw -1438704.352678 + Penalty 3065.700224 = -1435638.652454 nChanged 72 SP:Iteration 30Q (3877.772955 sec): 3 clusters Score: Raw -1438717.566100 + Penalty 3065.700224 = -1435651.865876 nChanged 68 SP:Iteration 31Q (3877.820647 sec): 3 clusters Score: Raw -1438730.153806 + Penalty 3065.700224 = -1435664.453581 nChanged 68 SP:Iteration 32Q (3877.894527 sec): 3 clusters Score: Raw -1438744.485417 + Penalty 3065.700224 = -1435678.785193 nChanged 71 SP:Iteration 33Q (3877.947177 sec): 3 clusters Score: Raw -1438758.052118 + Penalty 3065.700224 = -1435692.351894 nChanged 71 SP:Iteration 34Q (3878.007919 sec): 3 clusters Score: Raw -1438772.970391 + Penalty 3065.700224 = -1435707.270167 nChanged 64 SP:Iteration 35Q (3878.075739 sec): 3 clusters Score: Raw -1438781.949928 + Penalty 3065.700224 = -1435716.249704 nChanged 50 SP:Iteration 36Q (3878.140417 sec): 3 clusters Score: Raw -1438791.338945 + Penalty 3065.700224 = -1435725.638721 nChanged 48 SP:Iteration 37Q (3878.193468 sec): 3 clusters Score: Raw -1438799.523059 + Penalty 3065.700224 = -1435733.822835 nChanged 47 SP:Iteration 38Q (3878.259898 sec): 3 clusters Score: Raw -1438806.436988 + Penalty 3065.700224 = -1435740.736764 nChanged 36 SP:Iteration 39Q (3878.319991 sec): 3 clusters Score: Raw -1438812.016384 + Penalty 3065.700224 = -1435746.316160 nChanged 32 SP:Iteration 40F (3878.379866 sec): 3 clusters Score: Raw -1438815.400762 + Penalty 3065.700224 = -1435749.700538 nChanged 25 SP:Iteration 41Q (3878.460427 sec): 3 clusters Score: Raw -1438817.636568 + Penalty 3065.700224 = -1435751.936344 nChanged 25 SP:Iteration 42Q (3878.524969 sec): 3 clusters Score: Raw -1438821.043847 + Penalty 3065.700224 = -1435755.343623 nChanged 25 SP:Iteration 43Q (3878.590166 sec): 3 clusters Score: Raw -1438822.798391 + Penalty 3065.700224 = -1435757.098167 nChanged 17 SP:Iteration 44Q (3878.653873 sec): 3 clusters Score: Raw -1438824.012091 + Penalty 3065.700224 = -1435758.311867 nChanged 11 SP:Iteration 45Q (3878.709104 sec): 3 clusters Score: Raw -1438824.803874 + Penalty 3065.700224 = -1435759.103650 nChanged 9 SP:Iteration 46Q (3878.781004 sec): 3 clusters Score: Raw -1438825.632960 + Penalty 3065.700224 = -1435759.932736 nChanged 10 SP:Iteration 47Q (3878.833040 sec): 3 clusters Score: Raw -1438826.310770 + Penalty 3065.700224 = -1435760.610546 nChanged 7 SP:Iteration 48Q (3878.908804 sec): 3 clusters Score: Raw -1438826.648189 + Penalty 3065.700224 = -1435760.947965 nChanged 4 SP:Iteration 49Q (3878.961515 sec): 3 clusters Score: Raw -1438827.163918 + Penalty 3065.700224 = -1435761.463694 nChanged 8 SP:Iteration 50Q (3879.027669 sec): 3 clusters Score: Raw -1438828.355287 + Penalty 3065.700224 = -1435762.655063 nChanged 10 SP:Iteration 51Q (3879.094034 sec): 3 clusters Score: Raw -1438829.125351 + Penalty 3065.700224 = -1435763.425127 nChanged 3 SP:Iteration 52Q (3879.172769 sec): 3 clusters Score: Raw -1438829.624088 + Penalty 3065.700224 = -1435763.923864 nChanged 6 SP:Iteration 53Q (3879.229548 sec): 3 clusters Score: Raw -1438830.650932 + Penalty 3065.700224 = -1435764.950708 nChanged 13 SP:Iteration 54Q (3879.307353 sec): 3 clusters Score: Raw -1438831.851647 + Penalty 3065.700224 = -1435766.151423 nChanged 10 SP:Iteration 55Q (3879.360596 sec): 3 clusters Score: Raw -1438833.043260 + Penalty 3065.700224 = -1435767.343036 nChanged 9 SP:Iteration 56Q (3879.420741 sec): 3 clusters Score: Raw -1438833.801795 + Penalty 3065.700224 = -1435768.101571 nChanged 13 SP:Iteration 57Q (3879.488523 sec): 3 clusters Score: Raw -1438835.437506 + Penalty 3065.700224 = -1435769.737282 nChanged 12 SP:Iteration 58Q (3879.550719 sec): 3 clusters Score: Raw -1438837.362203 + Penalty 3065.700224 = -1435771.661979 nChanged 9 SP:Iteration 59Q (3879.624703 sec): 3 clusters Score: Raw -1438838.284143 + Penalty 3065.700224 = -1435772.583919 nChanged 8 SP:Iteration 60F (3879.692973 sec): 3 clusters Score: Raw -1438838.933865 + Penalty 3065.700224 = -1435773.233641 nChanged 4 SP:Iteration 61Q (3879.753398 sec): 3 clusters Score: Raw -1438839.157396 + Penalty 3065.700224 = -1435773.457172 nChanged 1 SP:Iteration 62Q (3879.819296 sec): 3 clusters Score: Raw -1438839.224946 + Penalty 3065.700224 = -1435773.524722 nChanged 0 SP:Iteration 63F (3879.878979 sec): 3 clusters Score: Raw -1438839.224946 + Penalty 3065.700224 = -1435773.524722 nChanged 0 Score: Raw -99945637.975664 + Penalty 68289.204956 = -99877348.770708 Splitting cluster 20 changes total score from -99877825.445340 to -99877348.770708 So it's not getting split. Trying to split cluster 21 (2125 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3894.415025 sec): 2 clusters Score: Raw -292635.980827 + Penalty 1244.998151 = -291390.982676 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3894.469688 sec): 3 clusters Score: Raw -291719.587661 + Penalty 2489.996301 = -289229.591360 nChanged 784 SP:Iteration 1F (3894.507595 sec): 3 clusters Score: Raw -292221.711918 + Penalty 2489.996301 = -289731.715616 nChanged 168 SP:Iteration 2F (3894.559021 sec): 3 clusters Score: Raw -292352.382567 + Penalty 2489.996301 = -289862.386266 nChanged 108 SP:Iteration 3F (3894.615521 sec): 3 clusters Score: Raw -292438.863636 + Penalty 2489.996301 = -289948.867335 nChanged 90 SP:Iteration 4Q (3894.666083 sec): 3 clusters Score: Raw -292515.646356 + Penalty 2489.996301 = -290025.650054 nChanged 82 SP:Iteration 5Q (3894.715941 sec): 3 clusters Score: Raw -292577.445773 + Penalty 2489.996301 = -290087.449471 nChanged 75 SP:Iteration 6Q (3894.771271 sec): 3 clusters Score: Raw -292634.288724 + Penalty 2489.996301 = -290144.292422 nChanged 64 SP:Iteration 7Q (3894.812546 sec): 3 clusters Score: Raw -292679.507429 + Penalty 2489.996301 = -290189.511127 nChanged 56 SP:Iteration 8Q (3894.863959 sec): 3 clusters Score: Raw -292728.747997 + Penalty 2489.996301 = -290238.751695 nChanged 56 SP:Iteration 9Q (3894.924134 sec): 3 clusters Score: Raw -292785.793583 + Penalty 2489.996301 = -290295.797282 nChanged 61 SP:Iteration 10Q (3894.975751 sec): 3 clusters Score: Raw -292844.563164 + Penalty 2489.996301 = -290354.566863 nChanged 62 SP:Iteration 11Q (3895.024081 sec): 3 clusters Score: Raw -292922.759955 + Penalty 2489.996301 = -290432.763653 nChanged 69 SP:Iteration 12Q (3895.064857 sec): 3 clusters Score: Raw -292993.352612 + Penalty 2489.996301 = -290503.356311 nChanged 61 SP:Iteration 13Q (3895.116078 sec): 3 clusters Score: Raw -293049.256678 + Penalty 2489.996301 = -290559.260377 nChanged 43 SP:Iteration 14Q (3895.173264 sec): 3 clusters Score: Raw -293083.454482 + Penalty 2489.996301 = -290593.458180 nChanged 33 SP:Iteration 15Q (3895.215826 sec): 3 clusters Score: Raw -293107.466850 + Penalty 2489.996301 = -290617.470549 nChanged 22 SP:Iteration 16Q (3895.274229 sec): 3 clusters Score: Raw -293122.911126 + Penalty 2489.996301 = -290632.914825 nChanged 13 SP:Iteration 17Q (3895.320553 sec): 3 clusters Score: Raw -293133.807710 + Penalty 2489.996301 = -290643.811408 nChanged 13 SP:Iteration 18Q (3895.360496 sec): 3 clusters Score: Raw -293143.005481 + Penalty 2489.996301 = -290653.009180 nChanged 11 SP:Iteration 19Q (3895.415179 sec): 3 clusters Score: Raw -293148.947317 + Penalty 2489.996301 = -290658.951016 nChanged 6 SP:Iteration 20F (3895.455389 sec): 3 clusters Score: Raw -293153.578499 + Penalty 2489.996301 = -290663.582198 nChanged 8 SP:Iteration 21Q (3895.501735 sec): 3 clusters Score: Raw -293159.062217 + Penalty 2489.996301 = -290669.065915 nChanged 4 SP:Iteration 22Q (3895.552946 sec): 3 clusters Score: Raw -293160.998910 + Penalty 2489.996301 = -290671.002608 nChanged 3 SP:Iteration 23Q (3895.599738 sec): 3 clusters Score: Raw -293162.913118 + Penalty 2489.996301 = -290672.916817 nChanged 2 SP:Iteration 24Q (3895.635785 sec): 3 clusters Score: Raw -293164.379755 + Penalty 2489.996301 = -290674.383453 nChanged 3 SP:Iteration 25Q (3895.681267 sec): 3 clusters Score: Raw -293166.887667 + Penalty 2489.996301 = -290676.891365 nChanged 2 SP:Iteration 26Q (3895.727463 sec): 3 clusters Score: Raw -293167.392501 + Penalty 2489.996301 = -290677.396200 nChanged 1 SP:Iteration 27Q (3895.772371 sec): 3 clusters Score: Raw -293167.841303 + Penalty 2489.996301 = -290677.845002 nChanged 1 SP:Iteration 28Q (3895.816848 sec): 3 clusters Score: Raw -293168.646838 + Penalty 2489.996301 = -290678.650537 nChanged 2 SP:Iteration 29Q (3895.861507 sec): 3 clusters Score: Raw -293170.878606 + Penalty 2489.996301 = -290680.882305 nChanged 1 SP:Iteration 30Q (3895.907020 sec): 3 clusters Score: Raw -293171.527263 + Penalty 2489.996301 = -290681.530962 nChanged 2 SP:Iteration 31Q (3895.962230 sec): 3 clusters Score: Raw -293173.196209 + Penalty 2489.996301 = -290683.199907 nChanged 2 SP:Iteration 32Q (3896.008288 sec): 3 clusters Score: Raw -293174.676474 + Penalty 2489.996301 = -290684.680172 nChanged 4 SP:Iteration 33Q (3896.044149 sec): 3 clusters Score: Raw -293177.302273 + Penalty 2489.996301 = -290687.305972 nChanged 3 SP:Iteration 34Q (3896.092086 sec): 3 clusters Score: Raw -293179.176894 + Penalty 2489.996301 = -290689.180592 nChanged 3 SP:Iteration 35Q (3896.141857 sec): 3 clusters Score: Raw -293181.062084 + Penalty 2489.996301 = -290691.065782 nChanged 1 SP:Iteration 36Q (3896.186779 sec): 3 clusters Score: Raw -293181.643035 + Penalty 2489.996301 = -290691.646733 nChanged 1 SP:Iteration 37Q (3896.230232 sec): 3 clusters Score: Raw -293182.121283 + Penalty 2489.996301 = -290692.124982 nChanged 0 SP:Iteration 38F (3896.276042 sec): 3 clusters Score: Raw -293182.121283 + Penalty 2489.996301 = -290692.124982 nChanged 0 Trying to split cluster 22 (14912 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3896.326350 sec): 2 clusters Score: Raw -1990283.302660 + Penalty 1561.612250 = -1988721.690410 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3896.393538 sec): 3 clusters Score: Raw -1981490.921899 + Penalty 3123.224500 = -1978367.697399 nChanged 6688 SP:Iteration 1F (3896.466882 sec): 3 clusters Score: Raw -1985158.587366 + Penalty 3123.224500 = -1982035.362866 nChanged 952 SP:Iteration 2F (3896.547899 sec): 3 clusters Score: Raw -1985673.928625 + Penalty 3123.224500 = -1982550.704125 nChanged 1007 SP:Iteration 3F (3896.612111 sec): 3 clusters Score: Raw -1986385.391049 + Penalty 3123.224500 = -1983262.166549 nChanged 1176 SP:Iteration 4F (3896.690596 sec): 3 clusters Score: Raw -1987347.009705 + Penalty 3123.224500 = -1984223.785206 nChanged 1315 SP:Iteration 5F (3896.759844 sec): 3 clusters Score: Raw -1988545.976630 + Penalty 3123.224500 = -1985422.752130 nChanged 1196 SP:Iteration 6F (3896.828050 sec): 3 clusters Score: Raw -1989658.186621 + Penalty 3123.224500 = -1986534.962122 nChanged 894 SP:Iteration 7F (3896.888579 sec): 3 clusters Score: Raw -1990390.983823 + Penalty 3123.224500 = -1987267.759324 nChanged 531 SP:Iteration 8Q (3896.951806 sec): 3 clusters Score: Raw -1990783.906153 + Penalty 3123.224500 = -1987660.681654 nChanged 344 SP:Iteration 9Q (3897.025473 sec): 3 clusters Score: Raw -1990998.583156 + Penalty 3123.224500 = -1987875.358657 nChanged 228 SP:Iteration 10Q (3897.094049 sec): 3 clusters Score: Raw -1991116.649280 + Penalty 3123.224500 = -1987993.424781 nChanged 152 SP:Iteration 11Q (3897.171991 sec): 3 clusters Score: Raw -1991180.129904 + Penalty 3123.224500 = -1988056.905404 nChanged 104 SP:Iteration 12Q (3897.230114 sec): 3 clusters Score: Raw -1991221.099748 + Penalty 3123.224500 = -1988097.875248 nChanged 87 SP:Iteration 13Q (3897.303018 sec): 3 clusters Score: Raw -1991253.812337 + Penalty 3123.224500 = -1988130.587837 nChanged 67 SP:Iteration 14Q (3897.366551 sec): 3 clusters Score: Raw -1991270.133469 + Penalty 3123.224500 = -1988146.908969 nChanged 41 SP:Iteration 15Q (3897.433515 sec): 3 clusters Score: Raw -1991280.226114 + Penalty 3123.224500 = -1988157.001615 nChanged 32 SP:Iteration 16Q (3897.501316 sec): 3 clusters Score: Raw -1991286.293033 + Penalty 3123.224500 = -1988163.068534 nChanged 31 SP:Iteration 17Q (3897.570157 sec): 3 clusters Score: Raw -1991293.441200 + Penalty 3123.224500 = -1988170.216701 nChanged 30 SP:Iteration 18Q (3897.639966 sec): 3 clusters Score: Raw -1991302.007788 + Penalty 3123.224500 = -1988178.783289 nChanged 33 SP:Iteration 19Q (3897.698324 sec): 3 clusters Score: Raw -1991311.266659 + Penalty 3123.224500 = -1988188.042160 nChanged 32 SP:Iteration 20F (3897.769216 sec): 3 clusters Score: Raw -1991319.404961 + Penalty 3123.224500 = -1988196.180462 nChanged 33 SP:Iteration 21Q (3897.836492 sec): 3 clusters Score: Raw -1991327.307782 + Penalty 3123.224500 = -1988204.083282 nChanged 29 SP:Iteration 22Q (3897.905509 sec): 3 clusters Score: Raw -1991331.806483 + Penalty 3123.224500 = -1988208.581983 nChanged 21 SP:Iteration 23Q (3897.966607 sec): 3 clusters Score: Raw -1991334.503788 + Penalty 3123.224500 = -1988211.279289 nChanged 10 SP:Iteration 24Q (3898.035179 sec): 3 clusters Score: Raw -1991335.577393 + Penalty 3123.224500 = -1988212.352893 nChanged 6 SP:Iteration 25Q (3898.100992 sec): 3 clusters Score: Raw -1991336.177261 + Penalty 3123.224500 = -1988212.952761 nChanged 4 SP:Iteration 26Q (3898.178269 sec): 3 clusters Score: Raw -1991336.456590 + Penalty 3123.224500 = -1988213.232091 nChanged 3 SP:Iteration 27Q (3898.237068 sec): 3 clusters Score: Raw -1991336.807233 + Penalty 3123.224500 = -1988213.582733 nChanged 3 SP:Iteration 28Q (3898.310277 sec): 3 clusters Score: Raw -1991337.174742 + Penalty 3123.224500 = -1988213.950243 nChanged 5 SP:Iteration 29Q (3898.378001 sec): 3 clusters Score: Raw -1991338.027227 + Penalty 3123.224500 = -1988214.802727 nChanged 6 SP:Iteration 30Q (3898.436689 sec): 3 clusters Score: Raw -1991338.916453 + Penalty 3123.224500 = -1988215.691953 nChanged 8 SP:Iteration 31Q (3898.502039 sec): 3 clusters Score: Raw -1991339.903818 + Penalty 3123.224500 = -1988216.679319 nChanged 7 SP:Iteration 32Q (3898.582210 sec): 3 clusters Score: Raw -1991340.603028 + Penalty 3123.224500 = -1988217.378528 nChanged 6 SP:Iteration 33Q (3898.651875 sec): 3 clusters Score: Raw -1991341.410152 + Penalty 3123.224500 = -1988218.185652 nChanged 3 SP:Iteration 34Q (3898.714617 sec): 3 clusters Score: Raw -1991341.992632 + Penalty 3123.224500 = -1988218.768132 nChanged 3 SP:Iteration 35Q (3898.779555 sec): 3 clusters Score: Raw -1991342.656891 + Penalty 3123.224500 = -1988219.432392 nChanged 3 SP:Iteration 36Q (3898.846740 sec): 3 clusters Score: Raw -1991343.303934 + Penalty 3123.224500 = -1988220.079435 nChanged 4 SP:Iteration 37Q (3898.924699 sec): 3 clusters Score: Raw -1991343.967152 + Penalty 3123.224500 = -1988220.742653 nChanged 2 SP:Iteration 38Q (3898.975902 sec): 3 clusters Score: Raw -1991344.212028 + Penalty 3123.224500 = -1988220.987529 nChanged 1 SP:Iteration 39Q (3899.038551 sec): 3 clusters Score: Raw -1991344.253722 + Penalty 3123.224500 = -1988221.029222 nChanged 2 SP:Iteration 40F (3899.104285 sec): 3 clusters Score: Raw -1991344.566911 + Penalty 3123.224500 = -1988221.342412 nChanged 1 SP:Iteration 41Q (3899.165406 sec): 3 clusters Score: Raw -1991344.747437 + Penalty 3123.224500 = -1988221.522937 nChanged 1 SP:Iteration 42Q (3899.227637 sec): 3 clusters Score: Raw -1991344.834691 + Penalty 3123.224500 = -1988221.610191 nChanged 2 SP:Iteration 43Q (3899.293947 sec): 3 clusters Score: Raw -1991344.964450 + Penalty 3123.224500 = -1988221.739950 nChanged 0 SP:Iteration 44F (3899.366673 sec): 3 clusters Score: Raw -1991344.964450 + Penalty 3123.224500 = -1988221.739950 nChanged 0 Trying to split cluster 23 (109002 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3899.525944 sec): 2 clusters Score: Raw -14754805.374313 + Penalty 1884.857245 = -14752920.517067 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3899.748466 sec): 3 clusters Score: Raw -14683711.686212 + Penalty 3769.714491 = -14679941.971722 nChanged 52135 SP:Iteration 1F (3899.967564 sec): 3 clusters Score: Raw -14715007.513883 + Penalty 3769.714491 = -14711237.799392 nChanged 4629 SP:Iteration 2Q (3900.199333 sec): 3 clusters Score: Raw -14716974.009807 + Penalty 3769.714491 = -14713204.295317 nChanged 5647 SP:Iteration 3F (3900.404615 sec): 3 clusters Score: Raw -14720031.999195 + Penalty 3769.714491 = -14716262.284705 nChanged 6603 SP:Iteration 4F (3900.605253 sec): 3 clusters Score: Raw -14724544.818402 + Penalty 3769.714491 = -14720775.103911 nChanged 7251 SP:Iteration 5F (3900.809735 sec): 3 clusters Score: Raw -14730224.353232 + Penalty 3769.714491 = -14726454.638741 nChanged 7158 SP:Iteration 6F (3901.032833 sec): 3 clusters Score: Raw -14736162.780453 + Penalty 3769.714491 = -14732393.065963 nChanged 6244 SP:Iteration 7F (3901.251133 sec): 3 clusters Score: Raw -14740958.469663 + Penalty 3769.714491 = -14737188.755172 nChanged 4916 SP:Iteration 8Q (3901.474448 sec): 3 clusters Score: Raw -14744303.205431 + Penalty 3769.714491 = -14740533.490941 nChanged 3788 SP:Iteration 9Q (3901.691196 sec): 3 clusters Score: Raw -14746666.418289 + Penalty 3769.714491 = -14742896.703799 nChanged 3059 SP:Iteration 10Q (3901.880588 sec): 3 clusters Score: Raw -14748526.381983 + Penalty 3769.714491 = -14744756.667492 nChanged 2607 SP:Iteration 11Q (3902.086518 sec): 3 clusters Score: Raw -14750074.297194 + Penalty 3769.714491 = -14746304.582703 nChanged 2117 SP:Iteration 12Q (3902.281857 sec): 3 clusters Score: Raw -14751301.255835 + Penalty 3769.714491 = -14747531.541345 nChanged 1731 SP:Iteration 13Q (3902.460845 sec): 3 clusters Score: Raw -14752301.200562 + Penalty 3769.714491 = -14748531.486071 nChanged 1389 SP:Iteration 14Q (3902.639052 sec): 3 clusters Score: Raw -14753091.840348 + Penalty 3769.714491 = -14749322.125858 nChanged 1114 SP:Iteration 15Q (3902.840234 sec): 3 clusters Score: Raw -14753731.426660 + Penalty 3769.714491 = -14749961.712169 nChanged 866 SP:Iteration 16Q (3903.022442 sec): 3 clusters Score: Raw -14754215.126400 + Penalty 3769.714491 = -14750445.411909 nChanged 617 SP:Iteration 17Q (3903.211928 sec): 3 clusters Score: Raw -14754537.442795 + Penalty 3769.714491 = -14750767.728304 nChanged 481 SP:Iteration 18Q (3903.395817 sec): 3 clusters Score: Raw -14754794.937071 + Penalty 3769.714491 = -14751025.222580 nChanged 368 SP:Iteration 19Q (3903.595175 sec): 3 clusters Score: Raw -14754975.547129 + Penalty 3769.714491 = -14751205.832638 nChanged 270 SP:Iteration 20F (3903.814456 sec): 3 clusters Score: Raw -14755101.199942 + Penalty 3769.714491 = -14751331.485452 nChanged 205 SP:Iteration 21Q (3903.991236 sec): 3 clusters Score: Raw -14755187.270193 + Penalty 3769.714491 = -14751417.555702 nChanged 168 SP:Iteration 22Q (3904.167004 sec): 3 clusters Score: Raw -14755250.818314 + Penalty 3769.714491 = -14751481.103824 nChanged 145 SP:Iteration 23Q (3904.351079 sec): 3 clusters Score: Raw -14755298.130159 + Penalty 3769.714491 = -14751528.415668 nChanged 99 SP:Iteration 24Q (3904.545781 sec): 3 clusters Score: Raw -14755330.427219 + Penalty 3769.714491 = -14751560.712728 nChanged 73 SP:Iteration 25Q (3904.730204 sec): 3 clusters Score: Raw -14755353.281715 + Penalty 3769.714491 = -14751583.567224 nChanged 57 SP:Iteration 26Q (3904.925287 sec): 3 clusters Score: Raw -14755370.481162 + Penalty 3769.714491 = -14751600.766671 nChanged 51 SP:Iteration 27Q (3905.121617 sec): 3 clusters Score: Raw -14755383.474873 + Penalty 3769.714491 = -14751613.760382 nChanged 50 SP:Iteration 28Q (3905.300200 sec): 3 clusters Score: Raw -14755397.506315 + Penalty 3769.714491 = -14751627.791824 nChanged 42 SP:Iteration 29Q (3905.470338 sec): 3 clusters Score: Raw -14755409.042895 + Penalty 3769.714491 = -14751639.328404 nChanged 38 SP:Iteration 30Q (3905.656244 sec): 3 clusters Score: Raw -14755419.272228 + Penalty 3769.714491 = -14751649.557737 nChanged 37 SP:Iteration 31Q (3905.852953 sec): 3 clusters Score: Raw -14755429.054217 + Penalty 3769.714491 = -14751659.339726 nChanged 39 SP:Iteration 32Q (3906.026678 sec): 3 clusters Score: Raw -14755437.678031 + Penalty 3769.714491 = -14751667.963540 nChanged 24 SP:Iteration 33Q (3906.206324 sec): 3 clusters Score: Raw -14755443.108061 + Penalty 3769.714491 = -14751673.393571 nChanged 14 SP:Iteration 34Q (3906.391204 sec): 3 clusters Score: Raw -14755447.232519 + Penalty 3769.714491 = -14751677.518028 nChanged 22 SP:Iteration 35Q (3906.579273 sec): 3 clusters Score: Raw -14755451.818094 + Penalty 3769.714491 = -14751682.103603 nChanged 25 SP:Iteration 36Q (3906.743178 sec): 3 clusters Score: Raw -14755457.282084 + Penalty 3769.714491 = -14751687.567593 nChanged 21 SP:Iteration 37Q (3906.916045 sec): 3 clusters Score: Raw -14755462.732661 + Penalty 3769.714491 = -14751693.018170 nChanged 22 SP:Iteration 38Q (3907.101882 sec): 3 clusters Score: Raw -14755468.010218 + Penalty 3769.714491 = -14751698.295728 nChanged 16 SP:Iteration 39Q (3907.304582 sec): 3 clusters Score: Raw -14755471.288976 + Penalty 3769.714491 = -14751701.574485 nChanged 18 SP:Iteration 40F (3907.525265 sec): 3 clusters Score: Raw -14755475.382027 + Penalty 3769.714491 = -14751705.667536 nChanged 19 SP:Iteration 41Q (3907.711952 sec): 3 clusters Score: Raw -14755479.208548 + Penalty 3769.714491 = -14751709.494058 nChanged 14 SP:Iteration 42Q (3907.881985 sec): 3 clusters Score: Raw -14755482.139182 + Penalty 3769.714491 = -14751712.424691 nChanged 11 SP:Iteration 43Q (3908.066391 sec): 3 clusters Score: Raw -14755484.166968 + Penalty 3769.714491 = -14751714.452478 nChanged 12 SP:Iteration 44Q (3908.252129 sec): 3 clusters Score: Raw -14755487.360287 + Penalty 3769.714491 = -14751717.645796 nChanged 17 SP:Iteration 45Q (3908.437164 sec): 3 clusters Score: Raw -14755491.363021 + Penalty 3769.714491 = -14751721.648530 nChanged 18 SP:Iteration 46Q (3908.600950 sec): 3 clusters Score: Raw -14755495.634584 + Penalty 3769.714491 = -14751725.920094 nChanged 17 SP:Iteration 47Q (3908.783074 sec): 3 clusters Score: Raw -14755499.579553 + Penalty 3769.714491 = -14751729.865062 nChanged 16 SP:Iteration 48Q (3908.979752 sec): 3 clusters Score: Raw -14755503.031390 + Penalty 3769.714491 = -14751733.316899 nChanged 15 SP:Iteration 49Q (3909.159873 sec): 3 clusters Score: Raw -14755505.903756 + Penalty 3769.714491 = -14751736.189266 nChanged 11 SP:Iteration 50Q (3909.326409 sec): 3 clusters Score: Raw -14755508.063576 + Penalty 3769.714491 = -14751738.349085 nChanged 11 SP:Iteration 51Q (3909.515326 sec): 3 clusters Score: Raw -14755510.199697 + Penalty 3769.714491 = -14751740.485207 nChanged 7 SP:Iteration 52Q (3909.689822 sec): 3 clusters Score: Raw -14755512.759625 + Penalty 3769.714491 = -14751743.045134 nChanged 8 SP:Iteration 53Q (3909.878150 sec): 3 clusters Score: Raw -14755514.200178 + Penalty 3769.714491 = -14751744.485688 nChanged 3 SP:Iteration 54Q (3910.065075 sec): 3 clusters Score: Raw -14755514.688563 + Penalty 3769.714491 = -14751744.974072 nChanged 6 SP:Iteration 55Q (3910.255565 sec): 3 clusters Score: Raw -14755515.580531 + Penalty 3769.714491 = -14751745.866040 nChanged 4 SP:Iteration 56Q (3910.444310 sec): 3 clusters Score: Raw -14755516.835100 + Penalty 3769.714491 = -14751747.120610 nChanged 8 SP:Iteration 57Q (3910.621190 sec): 3 clusters Score: Raw -14755518.567166 + Penalty 3769.714491 = -14751748.852675 nChanged 7 SP:Iteration 58Q (3910.785456 sec): 3 clusters Score: Raw -14755520.054978 + Penalty 3769.714491 = -14751750.340488 nChanged 6 SP:Iteration 59Q (3910.970243 sec): 3 clusters Score: Raw -14755520.954908 + Penalty 3769.714491 = -14751751.240418 nChanged 2 SP:Iteration 60F (3911.187449 sec): 3 clusters Score: Raw -14755521.283963 + Penalty 3769.714491 = -14751751.569472 nChanged 0 Trying to split cluster 24 (908 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3911.222881 sec): 2 clusters Score: Raw -112742.644204 + Penalty 1106.827212 = -111635.816992 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3911.264548 sec): 3 clusters Score: Raw -112496.225785 + Penalty 2213.654423 = -110282.571362 nChanged 258 SP:Iteration 1F (3911.307778 sec): 3 clusters Score: Raw -112814.227899 + Penalty 2213.654423 = -110600.573476 nChanged 100 SP:Iteration 2F (3911.358156 sec): 3 clusters Score: Raw -113004.980621 + Penalty 2213.654423 = -110791.326198 nChanged 61 SP:Iteration 3F (3911.411172 sec): 3 clusters Score: Raw -113223.663329 + Penalty 2213.654423 = -111010.008906 nChanged 61 SP:Iteration 4F (3911.458513 sec): 3 clusters Score: Raw -113453.045435 + Penalty 2213.654423 = -111239.391012 nChanged 54 SP:Iteration 5F (3911.490022 sec): 3 clusters Score: Raw -113599.873682 + Penalty 2213.654423 = -111386.219259 nChanged 17 SP:Iteration 6Q (3911.541936 sec): 3 clusters Score: Raw -113629.105797 + Penalty 2213.654423 = -111415.451374 nChanged 17 SP:Iteration 7Q (3911.581804 sec): 3 clusters Score: Raw -113663.980268 + Penalty 2213.654423 = -111450.325845 nChanged 11 SP:Iteration 8Q (3911.631180 sec): 3 clusters Score: Raw -113681.872799 + Penalty 2213.654423 = -111468.218376 nChanged 10 SP:Iteration 9Q (3911.677158 sec): 3 clusters Score: Raw -113694.244197 + Penalty 2213.654423 = -111480.589774 nChanged 7 SP:Iteration 10Q (3911.712209 sec): 3 clusters Score: Raw -113704.181931 + Penalty 2213.654423 = -111490.527507 nChanged 3 SP:Iteration 11Q (3911.760376 sec): 3 clusters Score: Raw -113707.052245 + Penalty 2213.654423 = -111493.397822 nChanged 0 SP:Iteration 12F (3911.809122 sec): 3 clusters Score: Raw -113707.052245 + Penalty 2213.654423 = -111493.397822 nChanged 0 Trying to split cluster 25 (35103 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3911.877933 sec): 2 clusters Score: Raw -4632974.327429 + Penalty 1700.731805 = -4631273.595624 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3911.965784 sec): 3 clusters Score: Raw -4611248.082270 + Penalty 3401.463610 = -4607846.618660 nChanged 16163 SP:Iteration 1F (3912.057562 sec): 3 clusters Score: Raw -4620873.735897 + Penalty 3401.463610 = -4617472.272288 nChanged 1923 SP:Iteration 2F (3912.164055 sec): 3 clusters Score: Raw -4621802.911945 + Penalty 3401.463610 = -4618401.448336 nChanged 2161 SP:Iteration 3F (3912.270655 sec): 3 clusters Score: Raw -4623082.957673 + Penalty 3401.463610 = -4619681.494063 nChanged 2367 SP:Iteration 4F (3912.371958 sec): 3 clusters Score: Raw -4624717.497610 + Penalty 3401.463610 = -4621316.034001 nChanged 2483 SP:Iteration 5F (3912.471263 sec): 3 clusters Score: Raw -4626577.343211 + Penalty 3401.463610 = -4623175.879602 nChanged 2362 SP:Iteration 6F (3912.567477 sec): 3 clusters Score: Raw -4628404.716677 + Penalty 3401.463610 = -4625003.253067 nChanged 2041 SP:Iteration 7F (3912.661825 sec): 3 clusters Score: Raw -4629945.931479 + Penalty 3401.463610 = -4626544.467870 nChanged 1618 SP:Iteration 8Q (3912.769355 sec): 3 clusters Score: Raw -4630951.856498 + Penalty 3401.463610 = -4627550.392888 nChanged 1155 SP:Iteration 9Q (3912.871035 sec): 3 clusters Score: Raw -4631466.407839 + Penalty 3401.463610 = -4628064.944229 nChanged 766 SP:Iteration 10Q (3912.979891 sec): 3 clusters Score: Raw -4631725.549883 + Penalty 3401.463610 = -4628324.086273 nChanged 563 SP:Iteration 11Q (3913.079984 sec): 3 clusters Score: Raw -4631881.122446 + Penalty 3401.463610 = -4628479.658836 nChanged 412 SP:Iteration 12Q (3913.180551 sec): 3 clusters Score: Raw -4631985.846205 + Penalty 3401.463610 = -4628584.382595 nChanged 351 SP:Iteration 13Q (3913.280010 sec): 3 clusters Score: Raw -4632067.044950 + Penalty 3401.463610 = -4628665.581340 nChanged 318 SP:Iteration 14Q (3913.379237 sec): 3 clusters Score: Raw -4632141.068491 + Penalty 3401.463610 = -4628739.604881 nChanged 327 SP:Iteration 15Q (3913.481619 sec): 3 clusters Score: Raw -4632216.493313 + Penalty 3401.463610 = -4628815.029703 nChanged 291 SP:Iteration 16Q (3913.586107 sec): 3 clusters Score: Raw -4632278.755316 + Penalty 3401.463610 = -4628877.291707 nChanged 273 SP:Iteration 17Q (3913.677669 sec): 3 clusters Score: Raw -4632340.714237 + Penalty 3401.463610 = -4628939.250627 nChanged 255 SP:Iteration 18Q (3913.768027 sec): 3 clusters Score: Raw -4632396.171225 + Penalty 3401.463610 = -4628994.707616 nChanged 250 SP:Iteration 19Q (3913.856036 sec): 3 clusters Score: Raw -4632454.825475 + Penalty 3401.463610 = -4629053.361865 nChanged 225 SP:Iteration 20F (3913.953541 sec): 3 clusters Score: Raw -4632505.963941 + Penalty 3401.463610 = -4629104.500331 nChanged 225 SP:Iteration 21Q (3914.049362 sec): 3 clusters Score: Raw -4632552.706434 + Penalty 3401.463610 = -4629151.242824 nChanged 219 SP:Iteration 22Q (3914.145231 sec): 3 clusters Score: Raw -4632595.222143 + Penalty 3401.463610 = -4629193.758533 nChanged 193 SP:Iteration 23Q (3914.241028 sec): 3 clusters Score: Raw -4632630.713241 + Penalty 3401.463610 = -4629229.249631 nChanged 215 SP:Iteration 24Q (3914.338138 sec): 3 clusters Score: Raw -4632669.449599 + Penalty 3401.463610 = -4629267.985990 nChanged 210 SP:Iteration 25Q (3914.439974 sec): 3 clusters Score: Raw -4632713.933047 + Penalty 3401.463610 = -4629312.469438 nChanged 210 SP:Iteration 26Q (3914.537753 sec): 3 clusters Score: Raw -4632759.967724 + Penalty 3401.463610 = -4629358.504115 nChanged 207 SP:Iteration 27Q (3914.629276 sec): 3 clusters Score: Raw -4632807.612942 + Penalty 3401.463610 = -4629406.149332 nChanged 202 SP:Iteration 28Q (3914.736632 sec): 3 clusters Score: Raw -4632854.716339 + Penalty 3401.463610 = -4629453.252729 nChanged 179 SP:Iteration 29Q (3914.828707 sec): 3 clusters Score: Raw -4632897.689060 + Penalty 3401.463610 = -4629496.225450 nChanged 179 SP:Iteration 30Q (3914.934462 sec): 3 clusters Score: Raw -4632944.964842 + Penalty 3401.463610 = -4629543.501232 nChanged 195 SP:Iteration 31Q (3915.042161 sec): 3 clusters Score: Raw -4633002.516357 + Penalty 3401.463610 = -4629601.052748 nChanged 207 SP:Iteration 32Q (3915.134562 sec): 3 clusters Score: Raw -4633070.916749 + Penalty 3401.463610 = -4629669.453139 nChanged 202 SP:Iteration 33Q (3915.228077 sec): 3 clusters Score: Raw -4633147.735540 + Penalty 3401.463610 = -4629746.271930 nChanged 194 SP:Iteration 34Q (3915.313514 sec): 3 clusters Score: Raw -4633219.518906 + Penalty 3401.463610 = -4629818.055297 nChanged 186 SP:Iteration 35Q (3915.392567 sec): 3 clusters Score: Raw -4633285.486343 + Penalty 3401.463610 = -4629884.022733 nChanged 171 SP:Iteration 36Q (3915.478840 sec): 3 clusters Score: Raw -4633346.769421 + Penalty 3401.463610 = -4629945.305811 nChanged 149 SP:Iteration 37Q (3915.567321 sec): 3 clusters Score: Raw -4633401.800448 + Penalty 3401.463610 = -4630000.336839 nChanged 135 SP:Iteration 38Q (3915.668778 sec): 3 clusters Score: Raw -4633451.881841 + Penalty 3401.463610 = -4630050.418232 nChanged 121 SP:Iteration 39Q (3915.766943 sec): 3 clusters Score: Raw -4633504.724211 + Penalty 3401.463610 = -4630103.260602 nChanged 108 SP:Iteration 40F (3915.874989 sec): 3 clusters Score: Raw -4633548.257623 + Penalty 3401.463610 = -4630146.794013 nChanged 93 SP:Iteration 41Q (3915.964423 sec): 3 clusters Score: Raw -4633582.546776 + Penalty 3401.463610 = -4630181.083166 nChanged 79 SP:Iteration 42Q (3916.072602 sec): 3 clusters Score: Raw -4633605.654553 + Penalty 3401.463610 = -4630204.190943 nChanged 72 SP:Iteration 43Q (3916.163520 sec): 3 clusters Score: Raw -4633620.796780 + Penalty 3401.463610 = -4630219.333170 nChanged 48 SP:Iteration 44Q (3916.257270 sec): 3 clusters Score: Raw -4633629.272001 + Penalty 3401.463610 = -4630227.808391 nChanged 35 SP:Iteration 45Q (3916.355021 sec): 3 clusters Score: Raw -4633635.571316 + Penalty 3401.463610 = -4630234.107706 nChanged 34 SP:Iteration 46Q (3916.443531 sec): 3 clusters Score: Raw -4633642.371326 + Penalty 3401.463610 = -4630240.907716 nChanged 35 SP:Iteration 47Q (3916.526405 sec): 3 clusters Score: Raw -4633647.136586 + Penalty 3401.463610 = -4630245.672976 nChanged 24 SP:Iteration 48Q (3916.607801 sec): 3 clusters Score: Raw -4633650.168715 + Penalty 3401.463610 = -4630248.705106 nChanged 16 SP:Iteration 49Q (3916.699256 sec): 3 clusters Score: Raw -4633651.834132 + Penalty 3401.463610 = -4630250.370523 nChanged 11 SP:Iteration 50Q (3916.781437 sec): 3 clusters Score: Raw -4633653.045846 + Penalty 3401.463610 = -4630251.582237 nChanged 9 SP:Iteration 51Q (3916.863486 sec): 3 clusters Score: Raw -4633655.025281 + Penalty 3401.463610 = -4630253.561672 nChanged 18 SP:Iteration 52Q (3916.946611 sec): 3 clusters Score: Raw -4633658.735876 + Penalty 3401.463610 = -4630257.272266 nChanged 17 SP:Iteration 53Q (3917.043501 sec): 3 clusters Score: Raw -4633661.921602 + Penalty 3401.463610 = -4630260.457993 nChanged 22 SP:Iteration 54Q (3917.131781 sec): 3 clusters Score: Raw -4633665.202702 + Penalty 3401.463610 = -4630263.739092 nChanged 16 SP:Iteration 55Q (3917.218035 sec): 3 clusters Score: Raw -4633667.950403 + Penalty 3401.463610 = -4630266.486794 nChanged 17 SP:Iteration 56Q (3917.300788 sec): 3 clusters Score: Raw -4633670.773457 + Penalty 3401.463610 = -4630269.309847 nChanged 20 SP:Iteration 57Q (3917.390688 sec): 3 clusters Score: Raw -4633673.364248 + Penalty 3401.463610 = -4630271.900638 nChanged 21 SP:Iteration 58Q (3917.466697 sec): 3 clusters Score: Raw -4633675.487389 + Penalty 3401.463610 = -4630274.023780 nChanged 16 SP:Iteration 59Q (3917.540398 sec): 3 clusters Score: Raw -4633677.718281 + Penalty 3401.463610 = -4630276.254671 nChanged 15 SP:Iteration 60F (3917.645407 sec): 3 clusters Score: Raw -4633679.712609 + Penalty 3401.463610 = -4630278.249000 nChanged 15 SP:Iteration 61Q (3917.705856 sec): 3 clusters Score: Raw -4633681.293971 + Penalty 3401.463610 = -4630279.830361 nChanged 10 SP:Iteration 62Q (3917.800407 sec): 3 clusters Score: Raw -4633682.281076 + Penalty 3401.463610 = -4630280.817466 nChanged 6 SP:Iteration 63Q (3917.892922 sec): 3 clusters Score: Raw -4633682.857175 + Penalty 3401.463610 = -4630281.393565 nChanged 5 SP:Iteration 64Q (3917.997106 sec): 3 clusters Score: Raw -4633683.755664 + Penalty 3401.463610 = -4630282.292054 nChanged 9 SP:Iteration 65Q (3918.068485 sec): 3 clusters Score: Raw -4633685.194945 + Penalty 3401.463610 = -4630283.731335 nChanged 16 SP:Iteration 66Q (3918.164130 sec): 3 clusters Score: Raw -4633686.864915 + Penalty 3401.463610 = -4630285.401306 nChanged 6 SP:Iteration 67Q (3918.255325 sec): 3 clusters Score: Raw -4633687.330184 + Penalty 3401.463610 = -4630285.866574 nChanged 3 SP:Iteration 68Q (3918.338425 sec): 3 clusters Score: Raw -4633687.591589 + Penalty 3401.463610 = -4630286.127979 nChanged 4 SP:Iteration 69Q (3918.423768 sec): 3 clusters Score: Raw -4633687.913965 + Penalty 3401.463610 = -4630286.450355 nChanged 3 SP:Iteration 70Q (3918.517655 sec): 3 clusters Score: Raw -4633688.168144 + Penalty 3401.463610 = -4630286.704534 nChanged 3 SP:Iteration 71Q (3918.605419 sec): 3 clusters Score: Raw -4633688.402408 + Penalty 3401.463610 = -4630286.938799 nChanged 2 SP:Iteration 72Q (3918.708830 sec): 3 clusters Score: Raw -4633688.692986 + Penalty 3401.463610 = -4630287.229376 nChanged 2 SP:Iteration 73Q (3918.804644 sec): 3 clusters Score: Raw -4633688.921117 + Penalty 3401.463610 = -4630287.457507 nChanged 1 SP:Iteration 74Q (3918.904312 sec): 3 clusters Score: Raw -4633689.040147 + Penalty 3401.463610 = -4630287.576537 nChanged 2 SP:Iteration 75Q (3919.003308 sec): 3 clusters Score: Raw -4633689.173263 + Penalty 3401.463610 = -4630287.709653 nChanged 2 SP:Iteration 76Q (3919.098279 sec): 3 clusters Score: Raw -4633689.289701 + Penalty 3401.463610 = -4630287.826091 nChanged 2 SP:Iteration 77Q (3919.186952 sec): 3 clusters Score: Raw -4633689.517434 + Penalty 3401.463610 = -4630288.053824 nChanged 1 SP:Iteration 78Q (3919.281920 sec): 3 clusters Score: Raw -4633689.648249 + Penalty 3401.463610 = -4630288.184639 nChanged 2 SP:Iteration 79Q (3919.380067 sec): 3 clusters Score: Raw -4633690.164678 + Penalty 3401.463610 = -4630288.701069 nChanged 3 SP:Iteration 80F (3919.487852 sec): 3 clusters Score: Raw -4633690.438528 + Penalty 3401.463610 = -4630288.974918 nChanged 1 SP:Iteration 81Q (3919.577569 sec): 3 clusters Score: Raw -4633690.515012 + Penalty 3401.463610 = -4630289.051402 nChanged 0 SP:Iteration 82F (3919.684164 sec): 3 clusters Score: Raw -4633690.515012 + Penalty 3401.463610 = -4630289.051402 nChanged 0 Trying to split cluster 26 (5039 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3919.707814 sec): 2 clusters Score: Raw -681371.374083 + Penalty 1385.306476 = -679986.067607 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3919.770581 sec): 3 clusters Score: Raw -678718.696709 + Penalty 2770.612952 = -675948.083757 nChanged 2014 SP:Iteration 1F (3919.812674 sec): 3 clusters Score: Raw -679797.192879 + Penalty 2770.612952 = -677026.579927 nChanged 347 SP:Iteration 2F (3919.873610 sec): 3 clusters Score: Raw -679992.072795 + Penalty 2770.612952 = -677221.459843 nChanged 284 SP:Iteration 3F (3919.925406 sec): 3 clusters Score: Raw -680177.067751 + Penalty 2770.612952 = -677406.454799 nChanged 267 SP:Iteration 4F (3919.967222 sec): 3 clusters Score: Raw -680347.360516 + Penalty 2770.612952 = -677576.747564 nChanged 226 SP:Iteration 5Q (3920.028142 sec): 3 clusters Score: Raw -680478.246387 + Penalty 2770.612952 = -677707.633435 nChanged 209 SP:Iteration 6Q (3920.070062 sec): 3 clusters Score: Raw -680609.890940 + Penalty 2770.612952 = -677839.277989 nChanged 214 SP:Iteration 7Q (3920.121444 sec): 3 clusters Score: Raw -680761.337335 + Penalty 2770.612952 = -677990.724383 nChanged 194 SP:Iteration 8Q (3920.171139 sec): 3 clusters Score: Raw -680899.130917 + Penalty 2770.612952 = -678128.517965 nChanged 189 SP:Iteration 9Q (3920.232327 sec): 3 clusters Score: Raw -681053.234645 + Penalty 2770.612952 = -678282.621693 nChanged 170 SP:Iteration 10Q (3920.278904 sec): 3 clusters Score: Raw -681203.230813 + Penalty 2770.612952 = -678432.617861 nChanged 132 SP:Iteration 11Q (3920.328048 sec): 3 clusters Score: Raw -681317.544230 + Penalty 2770.612952 = -678546.931278 nChanged 116 SP:Iteration 12Q (3920.376871 sec): 3 clusters Score: Raw -681412.031981 + Penalty 2770.612952 = -678641.419029 nChanged 88 SP:Iteration 13Q (3920.433564 sec): 3 clusters Score: Raw -681464.555383 + Penalty 2770.612952 = -678693.942431 nChanged 64 SP:Iteration 14Q (3920.484304 sec): 3 clusters Score: Raw -681497.059585 + Penalty 2770.612952 = -678726.446633 nChanged 39 SP:Iteration 15Q (3920.546315 sec): 3 clusters Score: Raw -681518.627962 + Penalty 2770.612952 = -678748.015010 nChanged 45 SP:Iteration 16Q (3920.598526 sec): 3 clusters Score: Raw -681539.647581 + Penalty 2770.612952 = -678769.034629 nChanged 34 SP:Iteration 17Q (3920.641063 sec): 3 clusters Score: Raw -681556.295493 + Penalty 2770.612952 = -678785.682542 nChanged 30 SP:Iteration 18Q (3920.699630 sec): 3 clusters Score: Raw -681569.404726 + Penalty 2770.612952 = -678798.791774 nChanged 19 SP:Iteration 19Q (3920.754840 sec): 3 clusters Score: Raw -681576.982453 + Penalty 2770.612952 = -678806.369501 nChanged 23 SP:Iteration 20F (3920.804197 sec): 3 clusters Score: Raw -681588.174501 + Penalty 2770.612952 = -678817.561550 nChanged 17 SP:Iteration 21Q (3920.856343 sec): 3 clusters Score: Raw -681596.099545 + Penalty 2770.612952 = -678825.486593 nChanged 11 SP:Iteration 22Q (3920.897816 sec): 3 clusters Score: Raw -681600.430202 + Penalty 2770.612952 = -678829.817250 nChanged 8 SP:Iteration 23Q (3920.950222 sec): 3 clusters Score: Raw -681602.959573 + Penalty 2770.612952 = -678832.346622 nChanged 6 SP:Iteration 24Q (3921.011593 sec): 3 clusters Score: Raw -681604.742600 + Penalty 2770.612952 = -678834.129649 nChanged 7 SP:Iteration 25Q (3921.063536 sec): 3 clusters Score: Raw -681608.288385 + Penalty 2770.612952 = -678837.675433 nChanged 6 SP:Iteration 26Q (3921.105061 sec): 3 clusters Score: Raw -681611.441887 + Penalty 2770.612952 = -678840.828935 nChanged 8 SP:Iteration 27Q (3921.166764 sec): 3 clusters Score: Raw -681614.033921 + Penalty 2770.612952 = -678843.420970 nChanged 8 SP:Iteration 28Q (3921.218705 sec): 3 clusters Score: Raw -681617.863244 + Penalty 2770.612952 = -678847.250292 nChanged 9 SP:Iteration 29Q (3921.270280 sec): 3 clusters Score: Raw -681622.216428 + Penalty 2770.612952 = -678851.603477 nChanged 9 SP:Iteration 30Q (3921.311974 sec): 3 clusters Score: Raw -681627.679562 + Penalty 2770.612952 = -678857.066610 nChanged 10 SP:Iteration 31Q (3921.365383 sec): 3 clusters Score: Raw -681632.013681 + Penalty 2770.612952 = -678861.400730 nChanged 6 SP:Iteration 32Q (3921.426860 sec): 3 clusters Score: Raw -681635.005508 + Penalty 2770.612952 = -678864.392556 nChanged 2 SP:Iteration 33Q (3921.487213 sec): 3 clusters Score: Raw -681635.704735 + Penalty 2770.612952 = -678865.091784 nChanged 1 SP:Iteration 34Q (3921.531781 sec): 3 clusters Score: Raw -681635.961791 + Penalty 2770.612952 = -678865.348839 nChanged 1 SP:Iteration 35Q (3921.586070 sec): 3 clusters Score: Raw -681636.625360 + Penalty 2770.612952 = -678866.012408 nChanged 2 SP:Iteration 36Q (3921.639878 sec): 3 clusters Score: Raw -681637.431401 + Penalty 2770.612952 = -678866.818449 nChanged 2 SP:Iteration 37Q (3921.708339 sec): 3 clusters Score: Raw -681638.220470 + Penalty 2770.612952 = -678867.607518 nChanged 2 SP:Iteration 38Q (3921.755294 sec): 3 clusters Score: Raw -681639.137810 + Penalty 2770.612952 = -678868.524858 nChanged 2 SP:Iteration 39Q (3921.795182 sec): 3 clusters Score: Raw -681640.147479 + Penalty 2770.612952 = -678869.534527 nChanged 4 SP:Iteration 40F (3921.857423 sec): 3 clusters Score: Raw -681641.361005 + Penalty 2770.612952 = -678870.748053 nChanged 3 SP:Iteration 41Q (3921.900389 sec): 3 clusters Score: Raw -681642.233210 + Penalty 2770.612952 = -678871.620258 nChanged 3 SP:Iteration 42Q (3921.959017 sec): 3 clusters Score: Raw -681643.319796 + Penalty 2770.612952 = -678872.706845 nChanged 2 SP:Iteration 43Q (3922.002130 sec): 3 clusters Score: Raw -681644.142942 + Penalty 2770.612952 = -678873.529990 nChanged 1 SP:Iteration 44Q (3922.050840 sec): 3 clusters Score: Raw -681644.797173 + Penalty 2770.612952 = -678874.184221 nChanged 2 SP:Iteration 45Q (3922.099871 sec): 3 clusters Score: Raw -681645.737703 + Penalty 2770.612952 = -678875.124751 nChanged 2 SP:Iteration 46Q (3922.149367 sec): 3 clusters Score: Raw -681646.431228 + Penalty 2770.612952 = -678875.818276 nChanged 5 SP:Iteration 47Q (3922.195920 sec): 3 clusters Score: Raw -681647.483588 + Penalty 2770.612952 = -678876.870636 nChanged 2 SP:Iteration 48Q (3922.240565 sec): 3 clusters Score: Raw -681647.807339 + Penalty 2770.612952 = -678877.194387 nChanged 0 SP:Iteration 49F (3922.291983 sec): 3 clusters Score: Raw -681647.807339 + Penalty 2770.612952 = -678877.194387 nChanged 0 Trying to split cluster 27 (2929 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3922.319378 sec): 2 clusters Score: Raw -351345.804370 + Penalty 1297.142656 = -350048.661714 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3922.365386 sec): 3 clusters Score: Raw -349957.289956 + Penalty 2594.285313 = -347363.004643 nChanged 1147 SP:Iteration 1F (3922.408300 sec): 3 clusters Score: Raw -350822.612001 + Penalty 2594.285313 = -348228.326688 nChanged 310 SP:Iteration 2F (3922.443849 sec): 3 clusters Score: Raw -351182.640650 + Penalty 2594.285313 = -348588.355338 nChanged 227 SP:Iteration 3F (3922.491482 sec): 3 clusters Score: Raw -351464.958847 + Penalty 2594.285313 = -348870.673534 nChanged 195 SP:Iteration 4F (3922.535843 sec): 3 clusters Score: Raw -351666.172201 + Penalty 2594.285313 = -349071.886889 nChanged 166 SP:Iteration 5F (3922.596733 sec): 3 clusters Score: Raw -351819.752764 + Penalty 2594.285313 = -349225.467451 nChanged 138 SP:Iteration 6Q (3922.633086 sec): 3 clusters Score: Raw -351930.228444 + Penalty 2594.285313 = -349335.943131 nChanged 106 SP:Iteration 7Q (3922.686951 sec): 3 clusters Score: Raw -352000.233276 + Penalty 2594.285313 = -349405.947963 nChanged 63 SP:Iteration 8Q (3922.727636 sec): 3 clusters Score: Raw -352040.769465 + Penalty 2594.285313 = -349446.484152 nChanged 48 SP:Iteration 9Q (3922.776417 sec): 3 clusters Score: Raw -352061.195300 + Penalty 2594.285313 = -349466.909987 nChanged 34 SP:Iteration 10Q (3922.814071 sec): 3 clusters Score: Raw -352072.880150 + Penalty 2594.285313 = -349478.594837 nChanged 23 SP:Iteration 11Q (3922.872670 sec): 3 clusters Score: Raw -352080.610044 + Penalty 2594.285313 = -349486.324732 nChanged 16 SP:Iteration 12Q (3922.910657 sec): 3 clusters Score: Raw -352085.949704 + Penalty 2594.285313 = -349491.664391 nChanged 13 SP:Iteration 13Q (3922.956955 sec): 3 clusters Score: Raw -352090.252938 + Penalty 2594.285313 = -349495.967625 nChanged 14 SP:Iteration 14Q (3923.012201 sec): 3 clusters Score: Raw -352095.781475 + Penalty 2594.285313 = -349501.496163 nChanged 11 SP:Iteration 15Q (3923.049147 sec): 3 clusters Score: Raw -352099.929357 + Penalty 2594.285313 = -349505.644044 nChanged 9 SP:Iteration 16Q (3923.103659 sec): 3 clusters Score: Raw -352102.127308 + Penalty 2594.285313 = -349507.841995 nChanged 4 SP:Iteration 17Q (3923.157134 sec): 3 clusters Score: Raw -352103.356540 + Penalty 2594.285313 = -349509.071227 nChanged 2 SP:Iteration 18Q (3923.210577 sec): 3 clusters Score: Raw -352103.801012 + Penalty 2594.285313 = -349509.515700 nChanged 3 SP:Iteration 19Q (3923.256589 sec): 3 clusters Score: Raw -352105.071861 + Penalty 2594.285313 = -349510.786548 nChanged 4 SP:Iteration 20F (3923.307483 sec): 3 clusters Score: Raw -352106.688062 + Penalty 2594.285313 = -349512.402750 nChanged 4 SP:Iteration 21Q (3923.363214 sec): 3 clusters Score: Raw -352108.093723 + Penalty 2594.285313 = -349513.808410 nChanged 3 SP:Iteration 22Q (3923.413477 sec): 3 clusters Score: Raw -352109.471440 + Penalty 2594.285313 = -349515.186127 nChanged 4 SP:Iteration 23Q (3923.465737 sec): 3 clusters Score: Raw -352110.458509 + Penalty 2594.285313 = -349516.173196 nChanged 1 SP:Iteration 24Q (3923.516263 sec): 3 clusters Score: Raw -352110.704949 + Penalty 2594.285313 = -349516.419636 nChanged 2 SP:Iteration 25Q (3923.565940 sec): 3 clusters Score: Raw -352111.045721 + Penalty 2594.285313 = -349516.760408 nChanged 1 SP:Iteration 26Q (3923.621031 sec): 3 clusters Score: Raw -352111.414421 + Penalty 2594.285313 = -349517.129108 nChanged 1 SP:Iteration 27Q (3923.671771 sec): 3 clusters Score: Raw -352115.592915 + Penalty 2594.285313 = -349521.307602 nChanged 5 SP:Iteration 28Q (3923.705028 sec): 3 clusters Score: Raw -352118.241272 + Penalty 2594.285313 = -349523.955959 nChanged 2 SP:Iteration 29Q (3923.749846 sec): 3 clusters Score: Raw -352118.616427 + Penalty 2594.285313 = -349524.331114 nChanged 0 SP:Iteration 30F (3923.790926 sec): 3 clusters Score: Raw -352118.616427 + Penalty 2594.285313 = -349524.331114 nChanged 0 Trying to split cluster 28 (7324 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3923.833288 sec): 2 clusters Score: Raw -941104.986966 + Penalty 1446.073185 = -939658.913781 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3923.890508 sec): 3 clusters Score: Raw -937145.331759 + Penalty 2892.146369 = -934253.185390 nChanged 3069 SP:Iteration 1F (3923.937001 sec): 3 clusters Score: Raw -938933.934901 + Penalty 2892.146369 = -936041.788532 nChanged 616 SP:Iteration 2F (3923.998629 sec): 3 clusters Score: Raw -939413.824874 + Penalty 2892.146369 = -936521.678504 nChanged 586 SP:Iteration 3F (3924.039607 sec): 3 clusters Score: Raw -940017.869892 + Penalty 2892.146369 = -937125.723523 nChanged 598 SP:Iteration 4F (3924.097114 sec): 3 clusters Score: Raw -940643.380742 + Penalty 2892.146369 = -937751.234372 nChanged 571 SP:Iteration 5F (3924.167960 sec): 3 clusters Score: Raw -941156.991645 + Penalty 2892.146369 = -938264.845276 nChanged 434 SP:Iteration 6F (3924.217224 sec): 3 clusters Score: Raw -941456.353519 + Penalty 2892.146369 = -938564.207150 nChanged 282 SP:Iteration 7Q (3924.264802 sec): 3 clusters Score: Raw -941595.170495 + Penalty 2892.146369 = -938703.024126 nChanged 190 SP:Iteration 8Q (3924.319950 sec): 3 clusters Score: Raw -941678.758961 + Penalty 2892.146369 = -938786.612592 nChanged 137 SP:Iteration 9Q (3924.389153 sec): 3 clusters Score: Raw -941729.450184 + Penalty 2892.146369 = -938837.303815 nChanged 98 SP:Iteration 10Q (3924.433133 sec): 3 clusters Score: Raw -941760.923938 + Penalty 2892.146369 = -938868.777568 nChanged 61 SP:Iteration 11Q (3924.489233 sec): 3 clusters Score: Raw -941777.377239 + Penalty 2892.146369 = -938885.230870 nChanged 40 SP:Iteration 12Q (3924.542676 sec): 3 clusters Score: Raw -941786.709889 + Penalty 2892.146369 = -938894.563519 nChanged 32 SP:Iteration 13Q (3924.589266 sec): 3 clusters Score: Raw -941794.979264 + Penalty 2892.146369 = -938902.832895 nChanged 50 SP:Iteration 14Q (3924.638563 sec): 3 clusters Score: Raw -941808.147053 + Penalty 2892.146369 = -938916.000684 nChanged 42 SP:Iteration 15Q (3924.693949 sec): 3 clusters Score: Raw -941819.310894 + Penalty 2892.146369 = -938927.164525 nChanged 38 SP:Iteration 16Q (3924.739175 sec): 3 clusters Score: Raw -941827.229552 + Penalty 2892.146369 = -938935.083182 nChanged 23 SP:Iteration 17Q (3924.801265 sec): 3 clusters Score: Raw -941831.128891 + Penalty 2892.146369 = -938938.982522 nChanged 25 SP:Iteration 18Q (3924.859565 sec): 3 clusters Score: Raw -941836.280396 + Penalty 2892.146369 = -938944.134026 nChanged 22 SP:Iteration 19Q (3924.908375 sec): 3 clusters Score: Raw -941841.041261 + Penalty 2892.146369 = -938948.894892 nChanged 29 SP:Iteration 20F (3924.955592 sec): 3 clusters Score: Raw -941847.228468 + Penalty 2892.146369 = -938955.082098 nChanged 26 SP:Iteration 21Q (3925.020185 sec): 3 clusters Score: Raw -941853.722632 + Penalty 2892.146369 = -938961.576263 nChanged 27 SP:Iteration 22Q (3925.066455 sec): 3 clusters Score: Raw -941859.698586 + Penalty 2892.146369 = -938967.552217 nChanged 29 SP:Iteration 23Q (3925.133211 sec): 3 clusters Score: Raw -941865.244432 + Penalty 2892.146369 = -938973.098063 nChanged 22 SP:Iteration 24Q (3925.190190 sec): 3 clusters Score: Raw -941868.470404 + Penalty 2892.146369 = -938976.324035 nChanged 19 SP:Iteration 25Q (3925.247833 sec): 3 clusters Score: Raw -941872.120407 + Penalty 2892.146369 = -938979.974038 nChanged 20 SP:Iteration 26Q (3925.299633 sec): 3 clusters Score: Raw -941875.390526 + Penalty 2892.146369 = -938983.244157 nChanged 18 SP:Iteration 27Q (3925.363523 sec): 3 clusters Score: Raw -941878.866342 + Penalty 2892.146369 = -938986.719973 nChanged 16 SP:Iteration 28Q (3925.423276 sec): 3 clusters Score: Raw -941880.888639 + Penalty 2892.146369 = -938988.742270 nChanged 7 SP:Iteration 29Q (3925.476556 sec): 3 clusters Score: Raw -941881.552384 + Penalty 2892.146369 = -938989.406014 nChanged 3 SP:Iteration 30Q (3925.530597 sec): 3 clusters Score: Raw -941881.850460 + Penalty 2892.146369 = -938989.704090 nChanged 3 SP:Iteration 31Q (3925.589439 sec): 3 clusters Score: Raw -941882.171299 + Penalty 2892.146369 = -938990.024930 nChanged 2 SP:Iteration 32Q (3925.649052 sec): 3 clusters Score: Raw -941882.779233 + Penalty 2892.146369 = -938990.632863 nChanged 1 SP:Iteration 33Q (3925.717089 sec): 3 clusters Score: Raw -941883.217662 + Penalty 2892.146369 = -938991.071293 nChanged 4 SP:Iteration 34Q (3925.768139 sec): 3 clusters Score: Raw -941883.753177 + Penalty 2892.146369 = -938991.606808 nChanged 0 SP:Iteration 35F (3925.827576 sec): 3 clusters Score: Raw -941883.753177 + Penalty 2892.146369 = -938991.606808 nChanged 0 Trying to split cluster 29 (132672 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3926.018667 sec): 2 clusters Score: Raw -17820468.989512 + Penalty 1916.790719 = -17818552.198793 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3926.284300 sec): 3 clusters Score: Raw -17733102.080832 + Penalty 3833.581439 = -17729268.499394 nChanged 63923 SP:Iteration 1F (3926.552257 sec): 3 clusters Score: Raw -17770574.323232 + Penalty 3833.581439 = -17766740.741794 nChanged 4283 SP:Iteration 2Q (3926.818926 sec): 3 clusters Score: Raw -17771620.194949 + Penalty 3833.581439 = -17767786.613511 nChanged 4856 SP:Iteration 3Q (3927.092964 sec): 3 clusters Score: Raw -17773102.191583 + Penalty 3833.581439 = -17769268.610144 nChanged 5930 SP:Iteration 4Q (3927.354338 sec): 3 clusters Score: Raw -17775459.973316 + Penalty 3833.581439 = -17771626.391878 nChanged 7542 SP:Iteration 5F (3927.582977 sec): 3 clusters Score: Raw -17779563.858467 + Penalty 3833.581439 = -17775730.277029 nChanged 9515 SP:Iteration 6F (3927.834566 sec): 3 clusters Score: Raw -17786298.042208 + Penalty 3833.581439 = -17782464.460769 nChanged 10851 SP:Iteration 7F (3928.099074 sec): 3 clusters Score: Raw -17795600.916805 + Penalty 3833.581439 = -17791767.335366 nChanged 10449 SP:Iteration 8F (3928.345982 sec): 3 clusters Score: Raw -17805541.712702 + Penalty 3833.581439 = -17801708.131264 nChanged 7889 SP:Iteration 9F (3928.609517 sec): 3 clusters Score: Raw -17813090.997833 + Penalty 3833.581439 = -17809257.416395 nChanged 4771 SP:Iteration 10Q (3928.859188 sec): 3 clusters Score: Raw -17817434.398737 + Penalty 3833.581439 = -17813600.817298 nChanged 2299 SP:Iteration 11Q (3929.107340 sec): 3 clusters Score: Raw -17819304.454196 + Penalty 3833.581439 = -17815470.872757 nChanged 986 SP:Iteration 12Q (3929.341819 sec): 3 clusters Score: Raw -17820040.393093 + Penalty 3833.581439 = -17816206.811654 nChanged 442 SP:Iteration 13Q (3929.563876 sec): 3 clusters Score: Raw -17820353.977321 + Penalty 3833.581439 = -17816520.395882 nChanged 213 SP:Iteration 14Q (3929.794883 sec): 3 clusters Score: Raw -17820518.701084 + Penalty 3833.581439 = -17816685.119645 nChanged 119 SP:Iteration 15Q (3930.015976 sec): 3 clusters Score: Raw -17820608.000383 + Penalty 3833.581439 = -17816774.418944 nChanged 89 SP:Iteration 16Q (3930.239256 sec): 3 clusters Score: Raw -17820670.668049 + Penalty 3833.581439 = -17816837.086611 nChanged 49 SP:Iteration 17Q (3930.456935 sec): 3 clusters Score: Raw -17820708.775416 + Penalty 3833.581439 = -17816875.193978 nChanged 30 SP:Iteration 18Q (3930.665194 sec): 3 clusters Score: Raw -17820731.534181 + Penalty 3833.581439 = -17816897.952742 nChanged 20 SP:Iteration 19Q (3930.877020 sec): 3 clusters Score: Raw -17820745.457343 + Penalty 3833.581439 = -17816911.875905 nChanged 13 SP:Iteration 20F (3931.109150 sec): 3 clusters Score: Raw -17820756.239238 + Penalty 3833.581439 = -17816922.657800 nChanged 12 SP:Iteration 21Q (3931.311840 sec): 3 clusters Score: Raw -17820761.864011 + Penalty 3833.581439 = -17816928.282572 nChanged 6 SP:Iteration 22Q (3931.526064 sec): 3 clusters Score: Raw -17820767.210042 + Penalty 3833.581439 = -17816933.628603 nChanged 5 SP:Iteration 23Q (3931.735529 sec): 3 clusters Score: Raw -17820769.448872 + Penalty 3833.581439 = -17816935.867433 nChanged 5 SP:Iteration 24Q (3931.941415 sec): 3 clusters Score: Raw -17820772.262110 + Penalty 3833.581439 = -17816938.680672 nChanged 2 SP:Iteration 25Q (3932.158910 sec): 3 clusters Score: Raw -17820772.791408 + Penalty 3833.581439 = -17816939.209969 nChanged 2 SP:Iteration 26Q (3932.359080 sec): 3 clusters Score: Raw -17820774.175440 + Penalty 3833.581439 = -17816940.594002 nChanged 2 SP:Iteration 27Q (3932.577443 sec): 3 clusters Score: Raw -17820775.063056 + Penalty 3833.581439 = -17816941.481617 nChanged 1 SP:Iteration 28Q (3932.784491 sec): 3 clusters Score: Raw -17820775.715694 + Penalty 3833.581439 = -17816942.134255 nChanged 0 SP:Iteration 29F (3933.025949 sec): 3 clusters Score: Raw -17820775.715694 + Penalty 3833.581439 = -17816942.134255 nChanged 0 Trying to split cluster 30 (6200 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (3933.057510 sec): 2 clusters Score: Raw -839150.089846 + Penalty 1418.999493 = -837731.090353 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (3933.129019 sec): 3 clusters Score: Raw -835849.806502 + Penalty 2837.998986 = -833011.807516 nChanged 2531 SP:Iteration 1F (3933.174746 sec): 3 clusters Score: Raw -837268.374632 + Penalty 2837.998986 = -834430.375646 nChanged 459 SP:Iteration 2F (3933.235995 sec): 3 clusters Score: Raw -837548.066241 + Penalty 2837.998986 = -834710.067255 nChanged 373 SP:Iteration 3F (3933.288524 sec): 3 clusters Score: Raw -837816.891752 + Penalty 2837.998986 = -834978.892767 nChanged 381 SP:Iteration 4F (3933.343475 sec): 3 clusters Score: Raw -838140.840572 + Penalty 2837.998986 = -835302.841587 nChanged 401 SP:Iteration 5F (3933.406433 sec): 3 clusters Score: Raw -838494.368707 + Penalty 2837.998986 = -835656.369721 nChanged 371 SP:Iteration 6F (3933.464318 sec): 3 clusters Score: Raw -838774.460170 + Penalty 2837.998986 = -835936.461185 nChanged 285 SP:Iteration 7Q (3933.518228 sec): 3 clusters Score: Raw -838960.433543 + Penalty 2837.998986 = -836122.434558 nChanged 223 SP:Iteration 8Q (3933.570537 sec): 3 clusters Score: Raw -839082.874230 + Penalty 2837.998986 = -836244.875245 nChanged 175 SP:Iteration 9Q (3933.616644 sec): 3 clusters Score: Raw -839177.188662 + Penalty 2837.998986 = -836339.189677 nChanged 140 SP:Iteration 10Q (3933.663326 sec): 3 clusters Score: Raw -839238.949559 + Penalty 2837.998986 = -836400.950574 nChanged 110 SP:Iteration 11Q (3933.710784 sec): 3 clusters Score: Raw -839299.051839 + Penalty 2837.998986 = -836461.052853 nChanged 85 SP:Iteration 12Q (3933.764192 sec): 3 clusters Score: Raw -839338.795658 + Penalty 2837.998986 = -836500.796672 nChanged 66 SP:Iteration 13Q (3933.815624 sec): 3 clusters Score: Raw -839367.818842 + Penalty 2837.998986 = -836529.819856 nChanged 59 SP:Iteration 14Q (3933.878901 sec): 3 clusters Score: Raw -839391.027032 + Penalty 2837.998986 = -836553.028046 nChanged 52 SP:Iteration 15Q (3933.922275 sec): 3 clusters Score: Raw -839411.222435 + Penalty 2837.998986 = -836573.223450 nChanged 43 SP:Iteration 16Q (3933.977223 sec): 3 clusters Score: Raw -839424.718380 + Penalty 2837.998986 = -836586.719395 nChanged 37 SP:Iteration 17Q (3934.031264 sec): 3 clusters Score: Raw -839438.465376 + Penalty 2837.998986 = -836600.466390 nChanged 34 SP:Iteration 18Q (3934.082277 sec): 3 clusters Score: Raw -839452.468139 + Penalty 2837.998986 = -836614.469154 nChanged 29 SP:Iteration 19Q (3934.130575 sec): 3 clusters Score: Raw -839462.001810 + Penalty 2837.998986 = -836624.002825 nChanged 27 SP:Iteration 20F (3934.194330 sec): 3 clusters Score: Raw -839468.276793 + Penalty 2837.998986 = -836630.277807 nChanged 14 SP:Iteration 21Q (3934.233633 sec): 3 clusters Score: Raw -839472.539729 + Penalty 2837.998986 = -836634.540743 nChanged 14 SP:Iteration 22Q (3934.284434 sec): 3 clusters Score: Raw -839476.292629 + Penalty 2837.998986 = -836638.293643 nChanged 13 SP:Iteration 23Q (3934.343153 sec): 3 clusters Score: Raw -839479.457471 + Penalty 2837.998986 = -836641.458485 nChanged 12 SP:Iteration 24Q (3934.387601 sec): 3 clusters Score: Raw -839481.677254 + Penalty 2837.998986 = -836643.678268 nChanged 8 SP:Iteration 25Q (3934.430181 sec): 3 clusters Score: Raw -839483.140290 + Penalty 2837.998986 = -836645.141305 nChanged 8 SP:Iteration 26Q (3934.486068 sec): 3 clusters Score: Raw -839485.543959 + Penalty 2837.998986 = -836647.544974 nChanged 4 SP:Iteration 27Q (3934.542051 sec): 3 clusters Score: Raw -839487.188561 + Penalty 2837.998986 = -836649.189576 nChanged 8 SP:Iteration 28Q (3934.598637 sec): 3 clusters Score: Raw -839489.097462 + Penalty 2837.998986 = -836651.098477 nChanged 5 SP:Iteration 29Q (3934.644056 sec): 3 clusters Score: Raw -839490.009549 + Penalty 2837.998986 = -836652.010564 nChanged 8 SP:Iteration 30Q (3934.701085 sec): 3 clusters Score: Raw -839491.835600 + Penalty 2837.998986 = -836653.836615 nChanged 9 SP:Iteration 31Q (3934.743158 sec): 3 clusters Score: Raw -839493.924835 + Penalty 2837.998986 = -836655.925849 nChanged 7 SP:Iteration 32Q (3934.805369 sec): 3 clusters Score: Raw -839495.872395 + Penalty 2837.998986 = -836657.873409 nChanged 8 SP:Iteration 33Q (3934.853418 sec): 3 clusters Score: Raw -839497.966539 + Penalty 2837.998986 = -836659.967553 nChanged 11 SP:Iteration 34Q (3934.895559 sec): 3 clusters Score: Raw -839500.843256 + Penalty 2837.998986 = -836662.844270 nChanged 14 SP:Iteration 35Q (3934.951511 sec): 3 clusters Score: Raw -839507.570109 + Penalty 2837.998986 = -836669.571123 nChanged 16 SP:Iteration 36Q (3934.997495 sec): 3 clusters Score: Raw -839512.960318 + Penalty 2837.998986 = -836674.961332 nChanged 18 SP:Iteration 37Q (3935.047263 sec): 3 clusters Score: Raw -839518.357691 + Penalty 2837.998986 = -836680.358706 nChanged 21 SP:Iteration 38Q (3935.096076 sec): 3 clusters Score: Raw -839524.844931 + Penalty 2837.998986 = -836686.845945 nChanged 20 SP:Iteration 39Q (3935.150452 sec): 3 clusters Score: Raw -839530.212808 + Penalty 2837.998986 = -836692.213822 nChanged 16 SP:Iteration 40F (3935.207855 sec): 3 clusters Score: Raw -839535.471607 + Penalty 2837.998986 = -836697.472622 nChanged 20 SP:Iteration 41Q (3935.255367 sec): 3 clusters Score: Raw -839542.091789 + Penalty 2837.998986 = -836704.092803 nChanged 19 SP:Iteration 42Q (3935.306705 sec): 3 clusters Score: Raw -839548.336535 + Penalty 2837.998986 = -836710.337549 nChanged 16 SP:Iteration 43Q (3935.360656 sec): 3 clusters Score: Raw -839553.133709 + Penalty 2837.998986 = -836715.134724 nChanged 14 SP:Iteration 44Q (3935.413012 sec): 3 clusters Score: Raw -839557.585613 + Penalty 2837.998986 = -836719.586628 nChanged 15 SP:Iteration 45Q (3935.464170 sec): 3 clusters Score: Raw -839562.185048 + Penalty 2837.998986 = -836724.186062 nChanged 13 SP:Iteration 46Q (3935.510959 sec): 3 clusters Score: Raw -839565.963815 + Penalty 2837.998986 = -836727.964829 nChanged 18 SP:Iteration 47Q (3935.561220 sec): 3 clusters Score: Raw -839571.487149 + Penalty 2837.998986 = -836733.488163 nChanged 15 SP:Iteration 48Q (3935.628234 sec): 3 clusters Score: Raw -839575.827996 + Penalty 2837.998986 = -836737.829010 nChanged 14 SP:Iteration 49Q (3935.677859 sec): 3 clusters Score: Raw -839581.820160 + Penalty 2837.998986 = -836743.821174 nChanged 22 SP:Iteration 50Q (3935.740350 sec): 3 clusters Score: Raw -839592.380138 + Penalty 2837.998986 = -836754.381153 nChanged 24 SP:Iteration 51Q (3935.786955 sec): 3 clusters Score: Raw -839602.565861 + Penalty 2837.998986 = -836764.566875 nChanged 30 SP:Iteration 52Q (3935.841462 sec): 3 clusters Score: Raw -839615.017722 + Penalty 2837.998986 = -836777.018736 nChanged 24 SP:Iteration 53Q (3935.897527 sec): 3 clusters Score: Raw -839625.490036 + Penalty 2837.998986 = -836787.491051 nChanged 29 SP:Iteration 54Q (3935.944690 sec): 3 clusters Score: Raw -839638.517018 + Penalty 2837.998986 = -836800.518033 nChanged 22 SP:Iteration 55Q (3935.986446 sec): 3 clusters Score: Raw -839649.273857 + Penalty 2837.998986 = -836811.274871 nChanged 17 SP:Iteration 56Q (3936.043437 sec): 3 clusters Score: Raw -839656.954746 + Penalty 2837.998986 = -836818.955760 nChanged 19 SP:Iteration 57Q (3936.099657 sec): 3 clusters Score: Raw -839664.461246 + Penalty 2837.998986 = -836826.462261 nChanged 17 SP:Iteration 58Q (3936.151640 sec): 3 clusters Score: Raw -839670.697073 + Penalty 2837.998986 = -836832.698088 nChanged 19 SP:Iteration 59Q (3936.209250 sec): 3 clusters Score: Raw -839676.485825 + Penalty 2837.998986 = -836838.486839 nChanged 16 SP:Iteration 60F (3936.266116 sec): 3 clusters Score: Raw -839682.120023 + Penalty 2837.998986 = -836844.121037 nChanged 15 SP:Iteration 61Q (3936.319852 sec): 3 clusters Score: Raw -839688.889692 + Penalty 2837.998986 = -836850.890707 nChanged 17 SP:Iteration 62Q (3936.373832 sec): 3 clusters Score: Raw -839695.928463 + Penalty 2837.998986 = -836857.929478 nChanged 12 SP:Iteration 63Q (3936.429808 sec): 3 clusters Score: Raw -839700.089329 + Penalty 2837.998986 = -836862.090343 nChanged 6 SP:Iteration 64Q (3936.484701 sec): 3 clusters Score: Raw -839701.602177 + Penalty 2837.998986 = -836863.603191 nChanged 2 SP:Iteration 65Q (3936.538103 sec): 3 clusters Score: Raw -839702.431518 + Penalty 2837.998986 = -836864.432533 nChanged 5 SP:Iteration 66Q (3936.587148 sec): 3 clusters Score: Raw -839704.030516 + Penalty 2837.998986 = -836866.031531 nChanged 2 SP:Iteration 67Q (3936.635974 sec): 3 clusters Score: Raw -839705.171728 + Penalty 2837.998986 = -836867.172742 nChanged 5 SP:Iteration 68Q (3936.682108 sec): 3 clusters Score: Raw -839706.368703 + Penalty 2837.998986 = -836868.369717 nChanged 2 SP:Iteration 69Q (3936.735201 sec): 3 clusters Score: Raw -839707.415529 + Penalty 2837.998986 = -836869.416544 nChanged 3 SP:Iteration 70Q (3936.773811 sec): 3 clusters Score: Raw -839708.692067 + Penalty 2837.998986 = -836870.693081 nChanged 6 SP:Iteration 71Q (3936.838223 sec): 3 clusters Score: Raw -839710.666451 + Penalty 2837.998986 = -836872.667465 nChanged 6 SP:Iteration 72Q (3936.889642 sec): 3 clusters Score: Raw -839712.963000 + Penalty 2837.998986 = -836874.964014 nChanged 4 SP:Iteration 73Q (3936.936866 sec): 3 clusters Score: Raw -839714.770235 + Penalty 2837.998986 = -836876.771249 nChanged 3 SP:Iteration 74Q (3936.987119 sec): 3 clusters Score: Raw -839715.775081 + Penalty 2837.998986 = -836877.776096 nChanged 1 SP:Iteration 75Q (3937.036691 sec): 3 clusters Score: Raw -839716.190265 + Penalty 2837.998986 = -836878.191279 nChanged 0 SP:Iteration 76F (3937.082579 sec): 3 clusters Score: Raw -839716.190265 + Penalty 2837.998986 = -836878.191279 nChanged 0 Iteration 339Q (3943.423142 sec): 31 clusters Score: Raw -99943918.431687 + Penalty 66086.327377 = -99877832.104310 nChanged 200 Iteration 340F (3957.389227 sec): 31 clusters Score: Raw -99943925.025802 + Penalty 66086.327377 = -99877838.698426 nChanged 160 Iteration 341Q (3963.903298 sec): 31 clusters Score: Raw -99943929.615668 + Penalty 66086.327377 = -99877843.288291 nChanged 136 Iteration 342Q (3970.178999 sec): 31 clusters Score: Raw -99943933.785081 + Penalty 66086.327377 = -99877847.457704 nChanged 150 Iteration 343Q (3976.452332 sec): 31 clusters Score: Raw -99943938.049767 + Penalty 66086.327377 = -99877851.722390 nChanged 144 Iteration 344Q (3982.800210 sec): 31 clusters Score: Raw -99943941.683909 + Penalty 66086.327377 = -99877855.356532 nChanged 121 Iteration 345Q (3989.288143 sec): 31 clusters Score: Raw -99943945.081455 + Penalty 66086.327377 = -99877858.754078 nChanged 124 Iteration 346Q (3995.813831 sec): 31 clusters Score: Raw -99943948.588584 + Penalty 66086.327377 = -99877862.261207 nChanged 142 Iteration 347Q (4002.239724 sec): 31 clusters Score: Raw -99943952.148137 + Penalty 66086.327377 = -99877865.820761 nChanged 132 Iteration 348Q (4008.569270 sec): 31 clusters Score: Raw -99943955.897229 + Penalty 66086.327377 = -99877869.569852 nChanged 153 Iteration 349Q (4015.017179 sec): 31 clusters Score: Raw -99943960.235787 + Penalty 66086.327377 = -99877873.908410 nChanged 158 Iteration 350Q (4021.281429 sec): 31 clusters Score: Raw -99943965.177555 + Penalty 66086.327377 = -99877878.850179 nChanged 140 Iteration 351Q (4027.383287 sec): 31 clusters Score: Raw -99943969.439774 + Penalty 66086.327377 = -99877883.112398 nChanged 134 Iteration 352Q (4033.672385 sec): 31 clusters Score: Raw -99943974.011513 + Penalty 66086.327377 = -99877887.684136 nChanged 120 Iteration 353Q (4040.009418 sec): 31 clusters Score: Raw -99943977.716670 + Penalty 66086.327377 = -99877891.389293 nChanged 126 Iteration 354Q (4046.605420 sec): 31 clusters Score: Raw -99943980.794874 + Penalty 66086.327377 = -99877894.467497 nChanged 116 Iteration 355Q (4053.082777 sec): 31 clusters Score: Raw -99943984.062583 + Penalty 66086.327377 = -99877897.735207 nChanged 131 Iteration 356Q (4059.585944 sec): 31 clusters Score: Raw -99943987.626996 + Penalty 66086.327377 = -99877901.299619 nChanged 129 Iteration 357Q (4066.065643 sec): 31 clusters Score: Raw -99943991.187001 + Penalty 66086.327377 = -99877904.859624 nChanged 139 Iteration 358Q (4072.213581 sec): 31 clusters Score: Raw -99943994.412103 + Penalty 66086.327377 = -99877908.084726 nChanged 140 Iteration 359Q (4078.834279 sec): 31 clusters Score: Raw -99943997.653528 + Penalty 66086.327377 = -99877911.326151 nChanged 130 Iteration 360F (4092.780884 sec): 31 clusters Score: Raw -99944000.799765 + Penalty 66086.327377 = -99877914.472388 nChanged 128 Iteration 361Q (4099.358698 sec): 31 clusters Score: Raw -99944004.061697 + Penalty 66086.327377 = -99877917.734320 nChanged 142 Iteration 362Q (4105.734615 sec): 31 clusters Score: Raw -99944007.366445 + Penalty 66086.327377 = -99877921.039068 nChanged 135 Iteration 363Q (4112.178838 sec): 31 clusters Score: Raw -99944010.121139 + Penalty 66086.327377 = -99877923.793762 nChanged 99 Iteration 364Q (4118.430576 sec): 31 clusters Score: Raw -99944012.374710 + Penalty 66086.327377 = -99877926.047333 nChanged 105 Iteration 365Q (4124.785838 sec): 31 clusters Score: Raw -99944014.688087 + Penalty 66086.327377 = -99877928.360710 nChanged 101 Iteration 366Q (4131.213655 sec): 31 clusters Score: Raw -99944016.685262 + Penalty 66086.327377 = -99877930.357885 nChanged 94 Iteration 367Q (4137.679327 sec): 31 clusters Score: Raw -99944018.916011 + Penalty 66086.327377 = -99877932.588634 nChanged 90 Iteration 368Q (4144.080323 sec): 31 clusters Score: Raw -99944021.271035 + Penalty 66086.327377 = -99877934.943659 nChanged 93 Iteration 369Q (4150.443123 sec): 31 clusters Score: Raw -99944023.230218 + Penalty 66086.327377 = -99877936.902842 nChanged 79 Iteration 370Q (4156.780399 sec): 31 clusters Score: Raw -99944024.762067 + Penalty 66086.327377 = -99877938.434690 nChanged 68 Iteration 371Q (4162.900379 sec): 31 clusters Score: Raw -99944026.181638 + Penalty 66086.327377 = -99877939.854261 nChanged 77 Iteration 372Q (4169.064150 sec): 31 clusters Score: Raw -99944027.831085 + Penalty 66086.327377 = -99877941.503708 nChanged 73 Iteration 373Q (4175.377814 sec): 31 clusters Score: Raw -99944029.505679 + Penalty 66086.327377 = -99877943.178302 nChanged 61 Iteration 374Q (4181.657818 sec): 31 clusters Score: Raw -99944031.167055 + Penalty 66086.327377 = -99877944.839678 nChanged 72 Iteration 375Q (4187.850300 sec): 31 clusters Score: Raw -99944033.011329 + Penalty 66086.327377 = -99877946.683952 nChanged 60 Iteration 376Q (4194.075050 sec): 31 clusters Score: Raw -99944034.293122 + Penalty 66086.327377 = -99877947.965745 nChanged 55 Iteration 377Q (4200.467553 sec): 31 clusters Score: Raw -99944035.544936 + Penalty 66086.327377 = -99877949.217560 nChanged 55 Iteration 378Q (4206.922913 sec): 31 clusters Score: Raw -99944036.811889 + Penalty 66086.327377 = -99877950.484512 nChanged 59 Writing temp clu file Because OldScore, -99877949.217560, is greater than current (better) Score,-99877950.484512 Compute initial score before splitting: Score: Raw -99944036.811889 + Penalty 66086.327377 = -99877950.484512 Trying to split cluster 1 (8398 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4207.167313 sec): 2 clusters Score: Raw -1094526.786762 + Penalty 1468.309190 = -1093058.477572 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4207.208654 sec): 3 clusters Score: Raw -1089908.840885 + Penalty 2936.618380 = -1086972.222505 nChanged 3579 SP:Iteration 1F (4207.270648 sec): 3 clusters Score: Raw -1091884.717781 + Penalty 2936.618380 = -1088948.099402 nChanged 567 SP:Iteration 2F (4207.326653 sec): 3 clusters Score: Raw -1092174.004256 + Penalty 2936.618380 = -1089237.385876 nChanged 468 SP:Iteration 3F (4207.375248 sec): 3 clusters Score: Raw -1092433.038134 + Penalty 2936.618380 = -1089496.419754 nChanged 430 SP:Iteration 4F (4207.445052 sec): 3 clusters Score: Raw -1092679.140918 + Penalty 2936.618380 = -1089742.522538 nChanged 389 SP:Iteration 5Q (4207.495920 sec): 3 clusters Score: Raw -1092882.199441 + Penalty 2936.618380 = -1089945.581061 nChanged 318 SP:Iteration 6Q (4207.551493 sec): 3 clusters Score: Raw -1093072.847690 + Penalty 2936.618380 = -1090136.229310 nChanged 325 SP:Iteration 7Q (4207.597981 sec): 3 clusters Score: Raw -1093272.387395 + Penalty 2936.618380 = -1090335.769015 nChanged 308 SP:Iteration 8Q (4207.656076 sec): 3 clusters Score: Raw -1093448.305846 + Penalty 2936.618380 = -1090511.687466 nChanged 263 SP:Iteration 9Q (4207.707305 sec): 3 clusters Score: Raw -1093621.726001 + Penalty 2936.618380 = -1090685.107621 nChanged 251 SP:Iteration 10Q (4207.773408 sec): 3 clusters Score: Raw -1093780.593538 + Penalty 2936.618380 = -1090843.975158 nChanged 225 SP:Iteration 11Q (4207.822093 sec): 3 clusters Score: Raw -1093925.593948 + Penalty 2936.618380 = -1090988.975568 nChanged 205 SP:Iteration 12Q (4207.882486 sec): 3 clusters Score: Raw -1094056.454650 + Penalty 2936.618380 = -1091119.836270 nChanged 165 SP:Iteration 13Q (4207.937226 sec): 3 clusters Score: Raw -1094156.948347 + Penalty 2936.618380 = -1091220.329967 nChanged 135 SP:Iteration 14Q (4207.993814 sec): 3 clusters Score: Raw -1094239.906272 + Penalty 2936.618380 = -1091303.287892 nChanged 113 SP:Iteration 15Q (4208.055603 sec): 3 clusters Score: Raw -1094318.790409 + Penalty 2936.618380 = -1091382.172029 nChanged 121 SP:Iteration 16Q (4208.104253 sec): 3 clusters Score: Raw -1094386.397808 + Penalty 2936.618380 = -1091449.779428 nChanged 92 SP:Iteration 17Q (4208.155446 sec): 3 clusters Score: Raw -1094443.526990 + Penalty 2936.618380 = -1091506.908610 nChanged 84 SP:Iteration 18Q (4208.207204 sec): 3 clusters Score: Raw -1094498.357274 + Penalty 2936.618380 = -1091561.738894 nChanged 62 SP:Iteration 19Q (4208.258628 sec): 3 clusters Score: Raw -1094538.630716 + Penalty 2936.618380 = -1091602.012336 nChanged 64 SP:Iteration 20F (4208.311214 sec): 3 clusters Score: Raw -1094573.382121 + Penalty 2936.618380 = -1091636.763741 nChanged 51 SP:Iteration 21Q (4208.366076 sec): 3 clusters Score: Raw -1094604.992357 + Penalty 2936.618380 = -1091668.373977 nChanged 47 SP:Iteration 22Q (4208.403886 sec): 3 clusters Score: Raw -1094632.788981 + Penalty 2936.618380 = -1091696.170602 nChanged 30 SP:Iteration 23Q (4208.450732 sec): 3 clusters Score: Raw -1094650.581991 + Penalty 2936.618380 = -1091713.963611 nChanged 25 SP:Iteration 24Q (4208.506084 sec): 3 clusters Score: Raw -1094663.139644 + Penalty 2936.618380 = -1091726.521264 nChanged 17 SP:Iteration 25Q (4208.543852 sec): 3 clusters Score: Raw -1094671.674251 + Penalty 2936.618380 = -1091735.055871 nChanged 16 SP:Iteration 26Q (4208.607987 sec): 3 clusters Score: Raw -1094679.438277 + Penalty 2936.618380 = -1091742.819897 nChanged 11 SP:Iteration 27Q (4208.653094 sec): 3 clusters Score: Raw -1094685.549071 + Penalty 2936.618380 = -1091748.930691 nChanged 12 SP:Iteration 28Q (4208.705875 sec): 3 clusters Score: Raw -1094691.664429 + Penalty 2936.618380 = -1091755.046049 nChanged 8 SP:Iteration 29Q (4208.757312 sec): 3 clusters Score: Raw -1094696.703085 + Penalty 2936.618380 = -1091760.084705 nChanged 11 SP:Iteration 30Q (4208.815005 sec): 3 clusters Score: Raw -1094703.193339 + Penalty 2936.618380 = -1091766.574959 nChanged 8 SP:Iteration 31Q (4208.864349 sec): 3 clusters Score: Raw -1094706.728630 + Penalty 2936.618380 = -1091770.110250 nChanged 9 SP:Iteration 32Q (4208.924501 sec): 3 clusters Score: Raw -1094711.014469 + Penalty 2936.618380 = -1091774.396090 nChanged 5 SP:Iteration 33Q (4208.982402 sec): 3 clusters Score: Raw -1094713.459130 + Penalty 2936.618380 = -1091776.840750 nChanged 5 SP:Iteration 34Q (4209.030225 sec): 3 clusters Score: Raw -1094715.644712 + Penalty 2936.618380 = -1091779.026332 nChanged 2 SP:Iteration 35Q (4209.082050 sec): 3 clusters Score: Raw -1094719.102448 + Penalty 2936.618380 = -1091782.484068 nChanged 5 SP:Iteration 36Q (4209.142514 sec): 3 clusters Score: Raw -1094722.048837 + Penalty 2936.618380 = -1091785.430457 nChanged 2 SP:Iteration 37Q (4209.193484 sec): 3 clusters Score: Raw -1094723.306482 + Penalty 2936.618380 = -1091786.688102 nChanged 1 SP:Iteration 38Q (4209.246256 sec): 3 clusters Score: Raw -1094723.817978 + Penalty 2936.618380 = -1091787.199598 nChanged 2 SP:Iteration 39Q (4209.287803 sec): 3 clusters Score: Raw -1094724.436711 + Penalty 2936.618380 = -1091787.818332 nChanged 1 SP:Iteration 40F (4209.349263 sec): 3 clusters Score: Raw -1094724.929051 + Penalty 2936.618380 = -1091788.310671 nChanged 0 Trying to split cluster 2 (2820 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4209.376437 sec): 2 clusters Score: Raw -358844.223475 + Penalty 1290.979977 = -357553.243498 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4209.410032 sec): 3 clusters Score: Raw -357547.649151 + Penalty 2581.959953 = -354965.689198 nChanged 1083 SP:Iteration 1F (4209.461200 sec): 3 clusters Score: Raw -358333.972386 + Penalty 2581.959953 = -355752.012432 nChanged 262 SP:Iteration 2F (4209.504320 sec): 3 clusters Score: Raw -358632.805943 + Penalty 2581.959953 = -356050.845990 nChanged 205 SP:Iteration 3F (4209.547158 sec): 3 clusters Score: Raw -358838.362543 + Penalty 2581.959953 = -356256.402590 nChanged 174 SP:Iteration 4F (4209.581429 sec): 3 clusters Score: Raw -359019.540778 + Penalty 2581.959953 = -356437.580825 nChanged 147 SP:Iteration 5F (4209.623772 sec): 3 clusters Score: Raw -359162.959064 + Penalty 2581.959953 = -356580.999111 nChanged 128 SP:Iteration 6Q (4209.665770 sec): 3 clusters Score: Raw -359309.115774 + Penalty 2581.959953 = -356727.155820 nChanged 122 SP:Iteration 7Q (4209.708532 sec): 3 clusters Score: Raw -359439.457285 + Penalty 2581.959953 = -356857.497332 nChanged 97 SP:Iteration 8Q (4209.760123 sec): 3 clusters Score: Raw -359524.664041 + Penalty 2581.959953 = -356942.704087 nChanged 69 SP:Iteration 9Q (4209.794068 sec): 3 clusters Score: Raw -359572.862467 + Penalty 2581.959953 = -356990.902514 nChanged 45 SP:Iteration 10Q (4209.836340 sec): 3 clusters Score: Raw -359605.880994 + Penalty 2581.959953 = -357023.921041 nChanged 43 SP:Iteration 11Q (4209.879198 sec): 3 clusters Score: Raw -359638.469974 + Penalty 2581.959953 = -357056.510020 nChanged 38 SP:Iteration 12Q (4209.930468 sec): 3 clusters Score: Raw -359664.385492 + Penalty 2581.959953 = -357082.425539 nChanged 21 SP:Iteration 13Q (4209.964174 sec): 3 clusters Score: Raw -359676.562550 + Penalty 2581.959953 = -357094.602597 nChanged 14 SP:Iteration 14Q (4210.005172 sec): 3 clusters Score: Raw -359684.095906 + Penalty 2581.959953 = -357102.135953 nChanged 11 SP:Iteration 15Q (4210.047409 sec): 3 clusters Score: Raw -359687.717919 + Penalty 2581.959953 = -357105.757966 nChanged 5 SP:Iteration 16Q (4210.098543 sec): 3 clusters Score: Raw -359690.323172 + Penalty 2581.959953 = -357108.363219 nChanged 7 SP:Iteration 17Q (4210.135783 sec): 3 clusters Score: Raw -359693.630807 + Penalty 2581.959953 = -357111.670854 nChanged 6 SP:Iteration 18Q (4210.172294 sec): 3 clusters Score: Raw -359696.438426 + Penalty 2581.959953 = -357114.478473 nChanged 5 SP:Iteration 19Q (4210.208931 sec): 3 clusters Score: Raw -359699.663211 + Penalty 2581.959953 = -357117.703258 nChanged 5 SP:Iteration 20F (4210.246301 sec): 3 clusters Score: Raw -359701.566950 + Penalty 2581.959953 = -357119.606997 nChanged 2 SP:Iteration 21Q (4210.293165 sec): 3 clusters Score: Raw -359702.276004 + Penalty 2581.959953 = -357120.316051 nChanged 1 SP:Iteration 22Q (4210.332806 sec): 3 clusters Score: Raw -359702.450472 + Penalty 2581.959953 = -357120.490519 nChanged 1 SP:Iteration 23Q (4210.380398 sec): 3 clusters Score: Raw -359703.132571 + Penalty 2581.959953 = -357121.172618 nChanged 3 SP:Iteration 24Q (4210.437277 sec): 3 clusters Score: Raw -359704.625155 + Penalty 2581.959953 = -357122.665202 nChanged 4 SP:Iteration 25Q (4210.475647 sec): 3 clusters Score: Raw -359706.004717 + Penalty 2581.959953 = -357124.044764 nChanged 1 SP:Iteration 26Q (4210.526020 sec): 3 clusters Score: Raw -359706.252512 + Penalty 2581.959953 = -357124.292559 nChanged 1 SP:Iteration 27Q (4210.568843 sec): 3 clusters Score: Raw -359706.475562 + Penalty 2581.959953 = -357124.515609 nChanged 0 SP:Iteration 28F (4210.617505 sec): 3 clusters Score: Raw -359706.475562 + Penalty 2581.959953 = -357124.515609 nChanged 0 Trying to split cluster 3 (12621 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4210.670092 sec): 2 clusters Score: Raw -1661539.575356 + Penalty 1534.506573 = -1660005.068783 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4210.734275 sec): 3 clusters Score: Raw -1654211.064012 + Penalty 3069.013146 = -1651142.050866 nChanged 5557 SP:Iteration 1F (4210.793867 sec): 3 clusters Score: Raw -1657211.326990 + Penalty 3069.013146 = -1654142.313844 nChanged 732 SP:Iteration 2F (4210.868965 sec): 3 clusters Score: Raw -1657504.035427 + Penalty 3069.013146 = -1654435.022281 nChanged 630 SP:Iteration 3Q (4210.921317 sec): 3 clusters Score: Raw -1657731.188452 + Penalty 3069.013146 = -1654662.175306 nChanged 510 SP:Iteration 4Q (4210.990538 sec): 3 clusters Score: Raw -1657921.346085 + Penalty 3069.013146 = -1654852.332939 nChanged 482 SP:Iteration 5Q (4211.065869 sec): 3 clusters Score: Raw -1658123.887498 + Penalty 3069.013146 = -1655054.874352 nChanged 495 SP:Iteration 6Q (4211.138091 sec): 3 clusters Score: Raw -1658351.630890 + Penalty 3069.013146 = -1655282.617744 nChanged 495 SP:Iteration 7Q (4211.209921 sec): 3 clusters Score: Raw -1658607.235508 + Penalty 3069.013146 = -1655538.222362 nChanged 487 SP:Iteration 8Q (4211.279662 sec): 3 clusters Score: Raw -1658858.636244 + Penalty 3069.013146 = -1655789.623098 nChanged 473 SP:Iteration 9Q (4211.335196 sec): 3 clusters Score: Raw -1659117.928454 + Penalty 3069.013146 = -1656048.915308 nChanged 476 SP:Iteration 10Q (4211.401311 sec): 3 clusters Score: Raw -1659374.325869 + Penalty 3069.013146 = -1656305.312723 nChanged 454 SP:Iteration 11Q (4211.460907 sec): 3 clusters Score: Raw -1659630.792291 + Penalty 3069.013146 = -1656561.779145 nChanged 437 SP:Iteration 12Q (4211.524068 sec): 3 clusters Score: Raw -1659866.964791 + Penalty 3069.013146 = -1656797.951645 nChanged 416 SP:Iteration 13Q (4211.589257 sec): 3 clusters Score: Raw -1660068.231321 + Penalty 3069.013146 = -1656999.218175 nChanged 373 SP:Iteration 14Q (4211.662107 sec): 3 clusters Score: Raw -1660240.303084 + Penalty 3069.013146 = -1657171.289938 nChanged 327 SP:Iteration 15Q (4211.725156 sec): 3 clusters Score: Raw -1660387.804127 + Penalty 3069.013146 = -1657318.790981 nChanged 284 SP:Iteration 16Q (4211.790839 sec): 3 clusters Score: Raw -1660514.712321 + Penalty 3069.013146 = -1657445.699175 nChanged 254 SP:Iteration 17Q (4211.853346 sec): 3 clusters Score: Raw -1660629.554339 + Penalty 3069.013146 = -1657560.541193 nChanged 213 SP:Iteration 18Q (4211.927030 sec): 3 clusters Score: Raw -1660725.140598 + Penalty 3069.013146 = -1657656.127452 nChanged 204 SP:Iteration 19Q (4211.986216 sec): 3 clusters Score: Raw -1660807.812427 + Penalty 3069.013146 = -1657738.799281 nChanged 173 SP:Iteration 20F (4212.057813 sec): 3 clusters Score: Raw -1660874.287984 + Penalty 3069.013146 = -1657805.274838 nChanged 175 SP:Iteration 21Q (4212.119537 sec): 3 clusters Score: Raw -1660943.732880 + Penalty 3069.013146 = -1657874.719734 nChanged 149 SP:Iteration 22Q (4212.177477 sec): 3 clusters Score: Raw -1661006.752103 + Penalty 3069.013146 = -1657937.738957 nChanged 149 SP:Iteration 23Q (4212.230209 sec): 3 clusters Score: Raw -1661073.452227 + Penalty 3069.013146 = -1658004.439081 nChanged 161 SP:Iteration 24Q (4212.294027 sec): 3 clusters Score: Raw -1661157.220269 + Penalty 3069.013146 = -1658088.207123 nChanged 170 SP:Iteration 25Q (4212.351618 sec): 3 clusters Score: Raw -1661238.966002 + Penalty 3069.013146 = -1658169.952856 nChanged 138 SP:Iteration 26Q (4212.418451 sec): 3 clusters Score: Raw -1661301.885539 + Penalty 3069.013146 = -1658232.872393 nChanged 117 SP:Iteration 27Q (4212.475256 sec): 3 clusters Score: Raw -1661355.441884 + Penalty 3069.013146 = -1658286.428738 nChanged 103 SP:Iteration 28Q (4212.534455 sec): 3 clusters Score: Raw -1661403.037446 + Penalty 3069.013146 = -1658334.024300 nChanged 73 SP:Iteration 29Q (4212.590817 sec): 3 clusters Score: Raw -1661433.964669 + Penalty 3069.013146 = -1658364.951523 nChanged 62 SP:Iteration 30Q (4212.649613 sec): 3 clusters Score: Raw -1661459.765042 + Penalty 3069.013146 = -1658390.751896 nChanged 62 SP:Iteration 31Q (4212.706899 sec): 3 clusters Score: Raw -1661485.915644 + Penalty 3069.013146 = -1658416.902498 nChanged 60 SP:Iteration 32Q (4212.755124 sec): 3 clusters Score: Raw -1661512.874224 + Penalty 3069.013146 = -1658443.861078 nChanged 63 SP:Iteration 33Q (4212.833431 sec): 3 clusters Score: Raw -1661540.644716 + Penalty 3069.013146 = -1658471.631570 nChanged 52 SP:Iteration 34Q (4212.894275 sec): 3 clusters Score: Raw -1661561.596508 + Penalty 3069.013146 = -1658492.583362 nChanged 34 SP:Iteration 35Q (4212.949044 sec): 3 clusters Score: Raw -1661573.399294 + Penalty 3069.013146 = -1658504.386148 nChanged 28 SP:Iteration 36Q (4213.013071 sec): 3 clusters Score: Raw -1661587.742502 + Penalty 3069.013146 = -1658518.729356 nChanged 29 SP:Iteration 37Q (4213.084491 sec): 3 clusters Score: Raw -1661602.127011 + Penalty 3069.013146 = -1658533.113865 nChanged 27 SP:Iteration 38Q (4213.132594 sec): 3 clusters Score: Raw -1661614.555889 + Penalty 3069.013146 = -1658545.542743 nChanged 25 SP:Iteration 39Q (4213.198227 sec): 3 clusters Score: Raw -1661627.020344 + Penalty 3069.013146 = -1658558.007198 nChanged 26 SP:Iteration 40F (4213.269005 sec): 3 clusters Score: Raw -1661639.847462 + Penalty 3069.013146 = -1658570.834316 nChanged 22 SP:Iteration 41Q (4213.329115 sec): 3 clusters Score: Raw -1661648.998240 + Penalty 3069.013146 = -1658579.985094 nChanged 18 SP:Iteration 42Q (4213.390260 sec): 3 clusters Score: Raw -1661659.125319 + Penalty 3069.013146 = -1658590.112173 nChanged 12 SP:Iteration 43Q (4213.451266 sec): 3 clusters Score: Raw -1661665.349222 + Penalty 3069.013146 = -1658596.336076 nChanged 12 SP:Iteration 44Q (4213.512887 sec): 3 clusters Score: Raw -1661670.177993 + Penalty 3069.013146 = -1658601.164847 nChanged 17 SP:Iteration 45Q (4213.580703 sec): 3 clusters Score: Raw -1661678.249662 + Penalty 3069.013146 = -1658609.236516 nChanged 15 SP:Iteration 46Q (4213.638526 sec): 3 clusters Score: Raw -1661684.561619 + Penalty 3069.013146 = -1658615.548473 nChanged 16 SP:Iteration 47Q (4213.697330 sec): 3 clusters Score: Raw -1661691.492201 + Penalty 3069.013146 = -1658622.479055 nChanged 11 SP:Iteration 48Q (4213.763327 sec): 3 clusters Score: Raw -1661696.156765 + Penalty 3069.013146 = -1658627.143619 nChanged 10 SP:Iteration 49Q (4213.816768 sec): 3 clusters Score: Raw -1661700.282839 + Penalty 3069.013146 = -1658631.269693 nChanged 10 SP:Iteration 50Q (4213.891108 sec): 3 clusters Score: Raw -1661704.916581 + Penalty 3069.013146 = -1658635.903435 nChanged 7 SP:Iteration 51Q (4213.952805 sec): 3 clusters Score: Raw -1661708.516804 + Penalty 3069.013146 = -1658639.503658 nChanged 4 SP:Iteration 52Q (4214.004013 sec): 3 clusters Score: Raw -1661709.825460 + Penalty 3069.013146 = -1658640.812314 nChanged 5 SP:Iteration 53Q (4214.077679 sec): 3 clusters Score: Raw -1661713.042123 + Penalty 3069.013146 = -1658644.028977 nChanged 7 SP:Iteration 54Q (4214.139740 sec): 3 clusters Score: Raw -1661717.155758 + Penalty 3069.013146 = -1658648.142612 nChanged 3 SP:Iteration 55Q (4214.189828 sec): 3 clusters Score: Raw -1661719.568161 + Penalty 3069.013146 = -1658650.555015 nChanged 3 SP:Iteration 56Q (4214.258315 sec): 3 clusters Score: Raw -1661720.491549 + Penalty 3069.013146 = -1658651.478403 nChanged 2 SP:Iteration 57Q (4214.311374 sec): 3 clusters Score: Raw -1661721.009357 + Penalty 3069.013146 = -1658651.996211 nChanged 0 SP:Iteration 58F (4214.378671 sec): 3 clusters Score: Raw -1661721.009357 + Penalty 3069.013146 = -1658651.996211 nChanged 0 Trying to split cluster 4 (3643 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4214.415239 sec): 2 clusters Score: Raw -466219.700189 + Penalty 1332.591455 = -464887.108735 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4214.465145 sec): 3 clusters Score: Raw -464481.678277 + Penalty 2665.182909 = -461816.495368 nChanged 1373 SP:Iteration 1F (4214.517250 sec): 3 clusters Score: Raw -465331.672539 + Penalty 2665.182909 = -462666.489630 nChanged 341 SP:Iteration 2F (4214.565495 sec): 3 clusters Score: Raw -465576.756761 + Penalty 2665.182909 = -462911.573852 nChanged 228 SP:Iteration 3F (4214.613843 sec): 3 clusters Score: Raw -465734.554803 + Penalty 2665.182909 = -463069.371894 nChanged 164 SP:Iteration 4Q (4214.653660 sec): 3 clusters Score: Raw -465845.942581 + Penalty 2665.182909 = -463180.759672 nChanged 130 SP:Iteration 5Q (4214.715706 sec): 3 clusters Score: Raw -465947.010792 + Penalty 2665.182909 = -463281.827883 nChanged 123 SP:Iteration 6Q (4214.759186 sec): 3 clusters Score: Raw -466039.567937 + Penalty 2665.182909 = -463374.385028 nChanged 120 SP:Iteration 7Q (4214.816575 sec): 3 clusters Score: Raw -466118.939926 + Penalty 2665.182909 = -463453.757017 nChanged 101 SP:Iteration 8Q (4214.859791 sec): 3 clusters Score: Raw -466184.355967 + Penalty 2665.182909 = -463519.173058 nChanged 104 SP:Iteration 9Q (4214.910342 sec): 3 clusters Score: Raw -466248.082055 + Penalty 2665.182909 = -463582.899146 nChanged 102 SP:Iteration 10Q (4214.958350 sec): 3 clusters Score: Raw -466326.672727 + Penalty 2665.182909 = -463661.489818 nChanged 109 SP:Iteration 11Q (4215.018132 sec): 3 clusters Score: Raw -466418.523896 + Penalty 2665.182909 = -463753.340987 nChanged 126 SP:Iteration 12Q (4215.065696 sec): 3 clusters Score: Raw -466503.467189 + Penalty 2665.182909 = -463838.284280 nChanged 109 SP:Iteration 13Q (4215.109902 sec): 3 clusters Score: Raw -466576.786040 + Penalty 2665.182909 = -463911.603131 nChanged 96 SP:Iteration 14Q (4215.157423 sec): 3 clusters Score: Raw -466661.974337 + Penalty 2665.182909 = -463996.791428 nChanged 91 SP:Iteration 15Q (4215.198850 sec): 3 clusters Score: Raw -466727.245942 + Penalty 2665.182909 = -464062.063033 nChanged 75 SP:Iteration 16Q (4215.243634 sec): 3 clusters Score: Raw -466774.183323 + Penalty 2665.182909 = -464109.000414 nChanged 48 SP:Iteration 17Q (4215.296996 sec): 3 clusters Score: Raw -466809.260655 + Penalty 2665.182909 = -464144.077746 nChanged 41 SP:Iteration 18Q (4215.344858 sec): 3 clusters Score: Raw -466836.455127 + Penalty 2665.182909 = -464171.272218 nChanged 32 SP:Iteration 19Q (4215.394100 sec): 3 clusters Score: Raw -466852.466726 + Penalty 2665.182909 = -464187.283817 nChanged 23 SP:Iteration 20F (4215.449403 sec): 3 clusters Score: Raw -466865.665143 + Penalty 2665.182909 = -464200.482234 nChanged 26 SP:Iteration 21Q (4215.480628 sec): 3 clusters Score: Raw -466875.192403 + Penalty 2665.182909 = -464210.009494 nChanged 20 SP:Iteration 22Q (4215.519303 sec): 3 clusters Score: Raw -466884.221146 + Penalty 2665.182909 = -464219.038237 nChanged 14 SP:Iteration 23Q (4215.558547 sec): 3 clusters Score: Raw -466890.341424 + Penalty 2665.182909 = -464225.158515 nChanged 16 SP:Iteration 24Q (4215.597314 sec): 3 clusters Score: Raw -466897.194415 + Penalty 2665.182909 = -464232.011506 nChanged 14 SP:Iteration 25Q (4215.644841 sec): 3 clusters Score: Raw -466903.155005 + Penalty 2665.182909 = -464237.972096 nChanged 13 SP:Iteration 26Q (4215.697452 sec): 3 clusters Score: Raw -466907.052773 + Penalty 2665.182909 = -464241.869864 nChanged 13 SP:Iteration 27Q (4215.752956 sec): 3 clusters Score: Raw -466912.728837 + Penalty 2665.182909 = -464247.545928 nChanged 16 SP:Iteration 28Q (4215.799606 sec): 3 clusters Score: Raw -466918.446238 + Penalty 2665.182909 = -464253.263329 nChanged 15 SP:Iteration 29Q (4215.852895 sec): 3 clusters Score: Raw -466925.809142 + Penalty 2665.182909 = -464260.626233 nChanged 18 SP:Iteration 30Q (4215.893447 sec): 3 clusters Score: Raw -466935.315863 + Penalty 2665.182909 = -464270.132954 nChanged 14 SP:Iteration 31Q (4215.937316 sec): 3 clusters Score: Raw -466941.873531 + Penalty 2665.182909 = -464276.690622 nChanged 14 SP:Iteration 32Q (4215.982398 sec): 3 clusters Score: Raw -466949.363786 + Penalty 2665.182909 = -464284.180877 nChanged 17 SP:Iteration 33Q (4216.035451 sec): 3 clusters Score: Raw -466956.906601 + Penalty 2665.182909 = -464291.723692 nChanged 13 SP:Iteration 34Q (4216.072947 sec): 3 clusters Score: Raw -466962.542451 + Penalty 2665.182909 = -464297.359542 nChanged 12 SP:Iteration 35Q (4216.124688 sec): 3 clusters Score: Raw -466968.838164 + Penalty 2665.182909 = -464303.655255 nChanged 10 SP:Iteration 36Q (4216.175558 sec): 3 clusters Score: Raw -466973.892873 + Penalty 2665.182909 = -464308.709964 nChanged 12 SP:Iteration 37Q (4216.220043 sec): 3 clusters Score: Raw -466979.518319 + Penalty 2665.182909 = -464314.335410 nChanged 10 SP:Iteration 38Q (4216.273714 sec): 3 clusters Score: Raw -466985.330821 + Penalty 2665.182909 = -464320.147912 nChanged 10 SP:Iteration 39Q (4216.316102 sec): 3 clusters Score: Raw -466990.746356 + Penalty 2665.182909 = -464325.563447 nChanged 11 SP:Iteration 40F (4216.362761 sec): 3 clusters Score: Raw -466994.857699 + Penalty 2665.182909 = -464329.674790 nChanged 8 SP:Iteration 41Q (4216.398561 sec): 3 clusters Score: Raw -466998.795475 + Penalty 2665.182909 = -464333.612566 nChanged 6 SP:Iteration 42Q (4216.443486 sec): 3 clusters Score: Raw -467000.489441 + Penalty 2665.182909 = -464335.306532 nChanged 0 SP:Iteration 43F (4216.489569 sec): 3 clusters Score: Raw -467000.489441 + Penalty 2665.182909 = -464335.306532 nChanged 0 Trying to split cluster 5 (3660 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4216.511867 sec): 2 clusters Score: Raw -482473.636378 + Penalty 1333.347994 = -481140.288384 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4216.563726 sec): 3 clusters Score: Raw -480667.403222 + Penalty 2666.695989 = -478000.707234 nChanged 1417 SP:Iteration 1F (4216.611478 sec): 3 clusters Score: Raw -481476.052863 + Penalty 2666.695989 = -478809.356874 nChanged 273 SP:Iteration 2F (4216.664850 sec): 3 clusters Score: Raw -481654.349450 + Penalty 2666.695989 = -478987.653461 nChanged 202 SP:Iteration 3F (4216.717383 sec): 3 clusters Score: Raw -481788.131956 + Penalty 2666.695989 = -479121.435968 nChanged 166 SP:Iteration 4Q (4216.756655 sec): 3 clusters Score: Raw -481918.957222 + Penalty 2666.695989 = -479252.261234 nChanged 172 SP:Iteration 5Q (4216.812736 sec): 3 clusters Score: Raw -482033.827479 + Penalty 2666.695989 = -479367.131491 nChanged 148 SP:Iteration 6Q (4216.867845 sec): 3 clusters Score: Raw -482122.905975 + Penalty 2666.695989 = -479456.209987 nChanged 123 SP:Iteration 7Q (4216.913830 sec): 3 clusters Score: Raw -482199.560136 + Penalty 2666.695989 = -479532.864147 nChanged 100 SP:Iteration 8Q (4216.965483 sec): 3 clusters Score: Raw -482257.223353 + Penalty 2666.695989 = -479590.527364 nChanged 100 SP:Iteration 9Q (4217.028657 sec): 3 clusters Score: Raw -482323.036129 + Penalty 2666.695989 = -479656.340140 nChanged 94 SP:Iteration 10Q (4217.066003 sec): 3 clusters Score: Raw -482382.505213 + Penalty 2666.695989 = -479715.809225 nChanged 91 SP:Iteration 11Q (4217.116270 sec): 3 clusters Score: Raw -482434.617964 + Penalty 2666.695989 = -479767.921976 nChanged 79 SP:Iteration 12Q (4217.154539 sec): 3 clusters Score: Raw -482486.039079 + Penalty 2666.695989 = -479819.343091 nChanged 77 SP:Iteration 13Q (4217.205227 sec): 3 clusters Score: Raw -482526.705393 + Penalty 2666.695989 = -479860.009405 nChanged 57 SP:Iteration 14Q (4217.254964 sec): 3 clusters Score: Raw -482555.299979 + Penalty 2666.695989 = -479888.603991 nChanged 45 SP:Iteration 15Q (4217.305692 sec): 3 clusters Score: Raw -482578.485826 + Penalty 2666.695989 = -479911.789837 nChanged 39 SP:Iteration 16Q (4217.360537 sec): 3 clusters Score: Raw -482595.218115 + Penalty 2666.695989 = -479928.522126 nChanged 33 SP:Iteration 17Q (4217.405945 sec): 3 clusters Score: Raw -482611.983054 + Penalty 2666.695989 = -479945.287065 nChanged 27 SP:Iteration 18Q (4217.450041 sec): 3 clusters Score: Raw -482622.436443 + Penalty 2666.695989 = -479955.740455 nChanged 16 SP:Iteration 19Q (4217.490254 sec): 3 clusters Score: Raw -482628.156219 + Penalty 2666.695989 = -479961.460231 nChanged 14 SP:Iteration 20F (4217.539231 sec): 3 clusters Score: Raw -482632.575993 + Penalty 2666.695989 = -479965.880004 nChanged 12 SP:Iteration 21Q (4217.578939 sec): 3 clusters Score: Raw -482639.282150 + Penalty 2666.695989 = -479972.586162 nChanged 10 SP:Iteration 22Q (4217.625296 sec): 3 clusters Score: Raw -482643.698520 + Penalty 2666.695989 = -479977.002531 nChanged 7 SP:Iteration 23Q (4217.673525 sec): 3 clusters Score: Raw -482646.313161 + Penalty 2666.695989 = -479979.617173 nChanged 11 SP:Iteration 24Q (4217.714395 sec): 3 clusters Score: Raw -482650.903790 + Penalty 2666.695989 = -479984.207802 nChanged 6 SP:Iteration 25Q (4217.760956 sec): 3 clusters Score: Raw -482652.902669 + Penalty 2666.695989 = -479986.206681 nChanged 6 SP:Iteration 26Q (4217.812030 sec): 3 clusters Score: Raw -482654.425654 + Penalty 2666.695989 = -479987.729666 nChanged 2 SP:Iteration 27Q (4217.861753 sec): 3 clusters Score: Raw -482654.803715 + Penalty 2666.695989 = -479988.107727 nChanged 2 SP:Iteration 28Q (4217.904514 sec): 3 clusters Score: Raw -482655.477225 + Penalty 2666.695989 = -479988.781237 nChanged 4 SP:Iteration 29Q (4217.958004 sec): 3 clusters Score: Raw -482657.099171 + Penalty 2666.695989 = -479990.403182 nChanged 5 SP:Iteration 30Q (4218.003924 sec): 3 clusters Score: Raw -482659.054312 + Penalty 2666.695989 = -479992.358324 nChanged 4 SP:Iteration 31Q (4218.047517 sec): 3 clusters Score: Raw -482660.855666 + Penalty 2666.695989 = -479994.159678 nChanged 6 SP:Iteration 32Q (4218.094856 sec): 3 clusters Score: Raw -482662.470422 + Penalty 2666.695989 = -479995.774433 nChanged 4 SP:Iteration 33Q (4218.146882 sec): 3 clusters Score: Raw -482664.021784 + Penalty 2666.695989 = -479997.325796 nChanged 9 SP:Iteration 34Q (4218.181113 sec): 3 clusters Score: Raw -482666.210001 + Penalty 2666.695989 = -479999.514012 nChanged 6 SP:Iteration 35Q (4218.224856 sec): 3 clusters Score: Raw -482668.811616 + Penalty 2666.695989 = -480002.115627 nChanged 8 SP:Iteration 36Q (4218.280582 sec): 3 clusters Score: Raw -482671.378481 + Penalty 2666.695989 = -480004.682492 nChanged 6 SP:Iteration 37Q (4218.329448 sec): 3 clusters Score: Raw -482672.732848 + Penalty 2666.695989 = -480006.036859 nChanged 7 SP:Iteration 38Q (4218.390196 sec): 3 clusters Score: Raw -482674.958022 + Penalty 2666.695989 = -480008.262034 nChanged 3 SP:Iteration 39Q (4218.428560 sec): 3 clusters Score: Raw -482675.615561 + Penalty 2666.695989 = -480008.919572 nChanged 2 SP:Iteration 40F (4218.479378 sec): 3 clusters Score: Raw -482675.969101 + Penalty 2666.695989 = -480009.273113 nChanged 0 Trying to split cluster 6 (6294 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4218.513198 sec): 2 clusters Score: Raw -851545.106178 + Penalty 1421.444713 = -850123.661465 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4218.566231 sec): 3 clusters Score: Raw -848144.403424 + Penalty 2842.889425 = -845301.513999 nChanged 2647 SP:Iteration 1F (4218.628795 sec): 3 clusters Score: Raw -849548.265845 + Penalty 2842.889425 = -846705.376420 nChanged 416 SP:Iteration 2F (4218.673910 sec): 3 clusters Score: Raw -849779.080437 + Penalty 2842.889425 = -846936.191012 nChanged 351 SP:Iteration 3F (4218.724354 sec): 3 clusters Score: Raw -849988.027270 + Penalty 2842.889425 = -847145.137845 nChanged 324 SP:Iteration 4F (4218.781428 sec): 3 clusters Score: Raw -850189.111048 + Penalty 2842.889425 = -847346.221623 nChanged 285 SP:Iteration 5Q (4218.821716 sec): 3 clusters Score: Raw -850337.824793 + Penalty 2842.889425 = -847494.935368 nChanged 238 SP:Iteration 6Q (4218.868759 sec): 3 clusters Score: Raw -850469.640531 + Penalty 2842.889425 = -847626.751106 nChanged 232 SP:Iteration 7Q (4218.925658 sec): 3 clusters Score: Raw -850591.725074 + Penalty 2842.889425 = -847748.835649 nChanged 217 SP:Iteration 8Q (4218.973738 sec): 3 clusters Score: Raw -850711.888377 + Penalty 2842.889425 = -847868.998952 nChanged 221 SP:Iteration 9Q (4219.012500 sec): 3 clusters Score: Raw -850838.705881 + Penalty 2842.889425 = -847995.816456 nChanged 222 SP:Iteration 10Q (4219.064436 sec): 3 clusters Score: Raw -850968.105850 + Penalty 2842.889425 = -848125.216425 nChanged 186 SP:Iteration 11Q (4219.129197 sec): 3 clusters Score: Raw -851076.566290 + Penalty 2842.889425 = -848233.676865 nChanged 165 SP:Iteration 12Q (4219.177679 sec): 3 clusters Score: Raw -851165.719699 + Penalty 2842.889425 = -848322.830274 nChanged 145 SP:Iteration 13Q (4219.224830 sec): 3 clusters Score: Raw -851242.161676 + Penalty 2842.889425 = -848399.272251 nChanged 137 SP:Iteration 14Q (4219.281948 sec): 3 clusters Score: Raw -851304.682846 + Penalty 2842.889425 = -848461.793421 nChanged 113 SP:Iteration 15Q (4219.333732 sec): 3 clusters Score: Raw -851352.086016 + Penalty 2842.889425 = -848509.196591 nChanged 88 SP:Iteration 16Q (4219.379032 sec): 3 clusters Score: Raw -851388.264009 + Penalty 2842.889425 = -848545.374584 nChanged 86 SP:Iteration 17Q (4219.437234 sec): 3 clusters Score: Raw -851423.654361 + Penalty 2842.889425 = -848580.764936 nChanged 71 SP:Iteration 18Q (4219.496254 sec): 3 clusters Score: Raw -851454.172028 + Penalty 2842.889425 = -848611.282603 nChanged 69 SP:Iteration 19Q (4219.548383 sec): 3 clusters Score: Raw -851478.328980 + Penalty 2842.889425 = -848635.439555 nChanged 61 SP:Iteration 20F (4219.601919 sec): 3 clusters Score: Raw -851501.367053 + Penalty 2842.889425 = -848658.477628 nChanged 60 SP:Iteration 21Q (4219.646717 sec): 3 clusters Score: Raw -851518.952451 + Penalty 2842.889425 = -848676.063026 nChanged 42 SP:Iteration 22Q (4219.702124 sec): 3 clusters Score: Raw -851530.429130 + Penalty 2842.889425 = -848687.539704 nChanged 39 SP:Iteration 23Q (4219.756982 sec): 3 clusters Score: Raw -851541.707760 + Penalty 2842.889425 = -848698.818335 nChanged 35 SP:Iteration 24Q (4219.803144 sec): 3 clusters Score: Raw -851552.558993 + Penalty 2842.889425 = -848709.669568 nChanged 34 SP:Iteration 25Q (4219.854185 sec): 3 clusters Score: Raw -851566.734543 + Penalty 2842.889425 = -848723.845118 nChanged 43 SP:Iteration 26Q (4219.911229 sec): 3 clusters Score: Raw -851583.534960 + Penalty 2842.889425 = -848740.645535 nChanged 44 SP:Iteration 27Q (4219.968639 sec): 3 clusters Score: Raw -851601.261197 + Penalty 2842.889425 = -848758.371772 nChanged 35 SP:Iteration 28Q (4220.025670 sec): 3 clusters Score: Raw -851612.874439 + Penalty 2842.889425 = -848769.985014 nChanged 36 SP:Iteration 29Q (4220.079332 sec): 3 clusters Score: Raw -851624.022825 + Penalty 2842.889425 = -848781.133399 nChanged 40 SP:Iteration 30Q (4220.128224 sec): 3 clusters Score: Raw -851638.187412 + Penalty 2842.889425 = -848795.297987 nChanged 36 SP:Iteration 31Q (4220.168431 sec): 3 clusters Score: Raw -851650.962732 + Penalty 2842.889425 = -848808.073307 nChanged 30 SP:Iteration 32Q (4220.226875 sec): 3 clusters Score: Raw -851659.673866 + Penalty 2842.889425 = -848816.784441 nChanged 27 SP:Iteration 33Q (4220.284015 sec): 3 clusters Score: Raw -851668.720080 + Penalty 2842.889425 = -848825.830655 nChanged 33 SP:Iteration 34Q (4220.335140 sec): 3 clusters Score: Raw -851679.334477 + Penalty 2842.889425 = -848836.445052 nChanged 29 SP:Iteration 35Q (4220.390405 sec): 3 clusters Score: Raw -851686.670456 + Penalty 2842.889425 = -848843.781031 nChanged 20 SP:Iteration 36Q (4220.438897 sec): 3 clusters Score: Raw -851691.543016 + Penalty 2842.889425 = -848848.653591 nChanged 14 SP:Iteration 37Q (4220.488723 sec): 3 clusters Score: Raw -851694.756876 + Penalty 2842.889425 = -848851.867451 nChanged 10 SP:Iteration 38Q (4220.542194 sec): 3 clusters Score: Raw -851697.302051 + Penalty 2842.889425 = -848854.412626 nChanged 9 SP:Iteration 39Q (4220.601404 sec): 3 clusters Score: Raw -851699.911977 + Penalty 2842.889425 = -848857.022552 nChanged 10 SP:Iteration 40F (4220.649358 sec): 3 clusters Score: Raw -851703.122905 + Penalty 2842.889425 = -848860.233480 nChanged 12 SP:Iteration 41Q (4220.706945 sec): 3 clusters Score: Raw -851707.982351 + Penalty 2842.889425 = -848865.092926 nChanged 10 SP:Iteration 42Q (4220.760708 sec): 3 clusters Score: Raw -851710.683906 + Penalty 2842.889425 = -848867.794481 nChanged 10 SP:Iteration 43Q (4220.825336 sec): 3 clusters Score: Raw -851713.018638 + Penalty 2842.889425 = -848870.129213 nChanged 10 SP:Iteration 44Q (4220.869238 sec): 3 clusters Score: Raw -851715.694866 + Penalty 2842.889425 = -848872.805440 nChanged 13 SP:Iteration 45Q (4220.924867 sec): 3 clusters Score: Raw -851719.143971 + Penalty 2842.889425 = -848876.254546 nChanged 11 SP:Iteration 46Q (4220.988985 sec): 3 clusters Score: Raw -851722.049254 + Penalty 2842.889425 = -848879.159829 nChanged 11 SP:Iteration 47Q (4221.041229 sec): 3 clusters Score: Raw -851725.195395 + Penalty 2842.889425 = -848882.305970 nChanged 14 SP:Iteration 48Q (4221.091182 sec): 3 clusters Score: Raw -851730.537908 + Penalty 2842.889425 = -848887.648483 nChanged 14 SP:Iteration 49Q (4221.146815 sec): 3 clusters Score: Raw -851733.616877 + Penalty 2842.889425 = -848890.727452 nChanged 12 SP:Iteration 50Q (4221.181097 sec): 3 clusters Score: Raw -851736.051033 + Penalty 2842.889425 = -848893.161608 nChanged 5 SP:Iteration 51Q (4221.199129 sec): 3 clusters Score: Raw -851736.923483 + Penalty 2842.889425 = -848894.034058 nChanged 5 SP:Iteration 52Q (4221.238621 sec): 3 clusters Score: Raw -851738.159405 + Penalty 2842.889425 = -848895.269980 nChanged 7 SP:Iteration 53Q (4221.286557 sec): 3 clusters Score: Raw -851739.835340 + Penalty 2842.889425 = -848896.945915 nChanged 1 SP:Iteration 54Q (4221.341059 sec): 3 clusters Score: Raw -851740.085322 + Penalty 2842.889425 = -848897.195896 nChanged 1 SP:Iteration 55Q (4221.380326 sec): 3 clusters Score: Raw -851740.221973 + Penalty 2842.889425 = -848897.332548 nChanged 2 SP:Iteration 56Q (4221.433348 sec): 3 clusters Score: Raw -851740.637732 + Penalty 2842.889425 = -848897.748307 nChanged 3 SP:Iteration 57Q (4221.491278 sec): 3 clusters Score: Raw -851741.646324 + Penalty 2842.889425 = -848898.756899 nChanged 3 SP:Iteration 58Q (4221.539928 sec): 3 clusters Score: Raw -851742.865100 + Penalty 2842.889425 = -848899.975675 nChanged 5 SP:Iteration 59Q (4221.583802 sec): 3 clusters Score: Raw -851744.948850 + Penalty 2842.889425 = -848902.059425 nChanged 6 SP:Iteration 60F (4221.624709 sec): 3 clusters Score: Raw -851747.244340 + Penalty 2842.889425 = -848904.354915 nChanged 8 SP:Iteration 61Q (4221.683988 sec): 3 clusters Score: Raw -851749.334560 + Penalty 2842.889425 = -848906.445134 nChanged 4 SP:Iteration 62Q (4221.723443 sec): 3 clusters Score: Raw -851750.685368 + Penalty 2842.889425 = -848907.795943 nChanged 5 SP:Iteration 63Q (4221.777473 sec): 3 clusters Score: Raw -851753.185774 + Penalty 2842.889425 = -848910.296349 nChanged 13 SP:Iteration 64Q (4221.828490 sec): 3 clusters Score: Raw -851758.252125 + Penalty 2842.889425 = -848915.362700 nChanged 14 SP:Iteration 65Q (4221.874945 sec): 3 clusters Score: Raw -851763.329584 + Penalty 2842.889425 = -848920.440159 nChanged 11 SP:Iteration 66Q (4221.929472 sec): 3 clusters Score: Raw -851766.735482 + Penalty 2842.889425 = -848923.846057 nChanged 8 SP:Iteration 67Q (4221.974103 sec): 3 clusters Score: Raw -851769.254384 + Penalty 2842.889425 = -848926.364959 nChanged 9 SP:Iteration 68Q (4222.027507 sec): 3 clusters Score: Raw -851772.527974 + Penalty 2842.889425 = -848929.638549 nChanged 8 SP:Iteration 69Q (4222.078376 sec): 3 clusters Score: Raw -851773.880106 + Penalty 2842.889425 = -848930.990681 nChanged 4 SP:Iteration 70Q (4222.131598 sec): 3 clusters Score: Raw -851775.409726 + Penalty 2842.889425 = -848932.520300 nChanged 5 SP:Iteration 71Q (4222.191407 sec): 3 clusters Score: Raw -851776.582091 + Penalty 2842.889425 = -848933.692666 nChanged 2 SP:Iteration 72Q (4222.241823 sec): 3 clusters Score: Raw -851777.043378 + Penalty 2842.889425 = -848934.153953 nChanged 4 SP:Iteration 73Q (4222.298960 sec): 3 clusters Score: Raw -851778.217994 + Penalty 2842.889425 = -848935.328569 nChanged 1 SP:Iteration 74Q (4222.353188 sec): 3 clusters Score: Raw -851778.353721 + Penalty 2842.889425 = -848935.464296 nChanged 0 SP:Iteration 75F (4222.370112 sec): 3 clusters Score: Raw -851778.353721 + Penalty 2842.889425 = -848935.464296 nChanged 0 Trying to split cluster 7 (1865 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4222.401321 sec): 2 clusters Score: Raw -225872.616737 + Penalty 1223.790154 = -224648.826583 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4222.428033 sec): 3 clusters Score: Raw -225099.478690 + Penalty 2447.580308 = -222651.898382 nChanged 637 SP:Iteration 1F (4222.437690 sec): 3 clusters Score: Raw -225494.870701 + Penalty 2447.580308 = -223047.290393 nChanged 131 SP:Iteration 2F (4222.446733 sec): 3 clusters Score: Raw -225613.470662 + Penalty 2447.580308 = -223165.890354 nChanged 123 SP:Iteration 3F (4222.470309 sec): 3 clusters Score: Raw -225776.672078 + Penalty 2447.580308 = -223329.091770 nChanged 122 SP:Iteration 4F (4222.502948 sec): 3 clusters Score: Raw -225968.849921 + Penalty 2447.580308 = -223521.269613 nChanged 137 SP:Iteration 5F (4222.537921 sec): 3 clusters Score: Raw -226148.499270 + Penalty 2447.580308 = -223700.918962 nChanged 97 SP:Iteration 6F (4222.585354 sec): 3 clusters Score: Raw -226258.841370 + Penalty 2447.580308 = -223811.261062 nChanged 67 SP:Iteration 7Q (4222.626422 sec): 3 clusters Score: Raw -226314.577767 + Penalty 2447.580308 = -223866.997459 nChanged 39 SP:Iteration 8Q (4222.663192 sec): 3 clusters Score: Raw -226350.056641 + Penalty 2447.580308 = -223902.476333 nChanged 31 SP:Iteration 9Q (4222.718278 sec): 3 clusters Score: Raw -226382.889034 + Penalty 2447.580308 = -223935.308726 nChanged 30 SP:Iteration 10Q (4222.763935 sec): 3 clusters Score: Raw -226412.243095 + Penalty 2447.580308 = -223964.662787 nChanged 17 SP:Iteration 11Q (4222.795740 sec): 3 clusters Score: Raw -226426.050177 + Penalty 2447.580308 = -223978.469870 nChanged 11 SP:Iteration 12Q (4222.841822 sec): 3 clusters Score: Raw -226430.751445 + Penalty 2447.580308 = -223983.171137 nChanged 7 SP:Iteration 13Q (4222.891694 sec): 3 clusters Score: Raw -226434.426360 + Penalty 2447.580308 = -223986.846052 nChanged 7 SP:Iteration 14Q (4222.939148 sec): 3 clusters Score: Raw -226438.857018 + Penalty 2447.580308 = -223991.276710 nChanged 8 SP:Iteration 15Q (4222.980574 sec): 3 clusters Score: Raw -226444.924839 + Penalty 2447.580308 = -223997.344531 nChanged 5 SP:Iteration 16Q (4223.025353 sec): 3 clusters Score: Raw -226447.084924 + Penalty 2447.580308 = -223999.504616 nChanged 4 SP:Iteration 17Q (4223.071115 sec): 3 clusters Score: Raw -226448.619768 + Penalty 2447.580308 = -224001.039460 nChanged 3 SP:Iteration 18Q (4223.116876 sec): 3 clusters Score: Raw -226449.731615 + Penalty 2447.580308 = -224002.151307 nChanged 2 SP:Iteration 19Q (4223.178540 sec): 3 clusters Score: Raw -226450.710315 + Penalty 2447.580308 = -224003.130007 nChanged 0 SP:Iteration 20F (4223.223011 sec): 3 clusters Score: Raw -226450.710315 + Penalty 2447.580308 = -224003.130007 nChanged 0 Trying to split cluster 8 (30985 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4223.290527 sec): 2 clusters Score: Raw -4029069.448774 + Penalty 1680.454506 = -4027388.994268 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4223.382815 sec): 3 clusters Score: Raw -4009884.900777 + Penalty 3360.909011 = -4006523.991766 nChanged 14326 SP:Iteration 1F (4223.472041 sec): 3 clusters Score: Raw -4017790.196108 + Penalty 3360.909011 = -4014429.287097 nChanged 1368 SP:Iteration 2Q (4223.572099 sec): 3 clusters Score: Raw -4018278.035062 + Penalty 3360.909011 = -4014917.126051 nChanged 1448 SP:Iteration 3Q (4223.674328 sec): 3 clusters Score: Raw -4018902.707733 + Penalty 3360.909011 = -4015541.798722 nChanged 1559 SP:Iteration 4F (4223.772693 sec): 3 clusters Score: Raw -4019743.332748 + Penalty 3360.909011 = -4016382.423737 nChanged 1729 SP:Iteration 5F (4223.855458 sec): 3 clusters Score: Raw -4020817.636428 + Penalty 3360.909011 = -4017456.727417 nChanged 1861 SP:Iteration 6F (4223.951633 sec): 3 clusters Score: Raw -4022157.704588 + Penalty 3360.909011 = -4018796.795577 nChanged 2008 SP:Iteration 7F (4224.056067 sec): 3 clusters Score: Raw -4023575.871894 + Penalty 3360.909011 = -4020214.962883 nChanged 1830 SP:Iteration 8F (4224.141531 sec): 3 clusters Score: Raw -4024663.415396 + Penalty 3360.909011 = -4021302.506385 nChanged 1468 SP:Iteration 9Q (4224.233658 sec): 3 clusters Score: Raw -4025347.865424 + Penalty 3360.909011 = -4021986.956413 nChanged 1014 SP:Iteration 10Q (4224.344438 sec): 3 clusters Score: Raw -4025722.260277 + Penalty 3360.909011 = -4022361.351266 nChanged 693 SP:Iteration 11Q (4224.441924 sec): 3 clusters Score: Raw -4025941.816794 + Penalty 3360.909011 = -4022580.907783 nChanged 521 SP:Iteration 12Q (4224.530682 sec): 3 clusters Score: Raw -4026127.523877 + Penalty 3360.909011 = -4022766.614866 nChanged 483 SP:Iteration 13Q (4224.636202 sec): 3 clusters Score: Raw -4026313.182518 + Penalty 3360.909011 = -4022952.273507 nChanged 497 SP:Iteration 14Q (4224.733259 sec): 3 clusters Score: Raw -4026500.573402 + Penalty 3360.909011 = -4023139.664391 nChanged 485 SP:Iteration 15Q (4224.826298 sec): 3 clusters Score: Raw -4026687.189879 + Penalty 3360.909011 = -4023326.280868 nChanged 524 SP:Iteration 16Q (4224.917080 sec): 3 clusters Score: Raw -4026891.440518 + Penalty 3360.909011 = -4023530.531507 nChanged 500 SP:Iteration 17Q (4225.009870 sec): 3 clusters Score: Raw -4027086.065046 + Penalty 3360.909011 = -4023725.156035 nChanged 527 SP:Iteration 18Q (4225.113486 sec): 3 clusters Score: Raw -4027299.307374 + Penalty 3360.909011 = -4023938.398363 nChanged 498 SP:Iteration 19Q (4225.198503 sec): 3 clusters Score: Raw -4027505.767855 + Penalty 3360.909011 = -4024144.858844 nChanged 514 SP:Iteration 20F (4225.288774 sec): 3 clusters Score: Raw -4027727.091039 + Penalty 3360.909011 = -4024366.182028 nChanged 493 SP:Iteration 21Q (4225.395668 sec): 3 clusters Score: Raw -4027938.225089 + Penalty 3360.909011 = -4024577.316078 nChanged 499 SP:Iteration 22Q (4225.481454 sec): 3 clusters Score: Raw -4028144.748468 + Penalty 3360.909011 = -4024783.839457 nChanged 448 SP:Iteration 23Q (4225.576969 sec): 3 clusters Score: Raw -4028316.612383 + Penalty 3360.909011 = -4024955.703372 nChanged 423 SP:Iteration 24Q (4225.682492 sec): 3 clusters Score: Raw -4028480.991068 + Penalty 3360.909011 = -4025120.082057 nChanged 405 SP:Iteration 25Q (4225.779949 sec): 3 clusters Score: Raw -4028636.621701 + Penalty 3360.909011 = -4025275.712690 nChanged 366 SP:Iteration 26Q (4225.878651 sec): 3 clusters Score: Raw -4028766.327124 + Penalty 3360.909011 = -4025405.418113 nChanged 354 SP:Iteration 27Q (4225.976421 sec): 3 clusters Score: Raw -4028891.501184 + Penalty 3360.909011 = -4025530.592173 nChanged 321 SP:Iteration 28Q (4226.065776 sec): 3 clusters Score: Raw -4028988.890706 + Penalty 3360.909011 = -4025627.981695 nChanged 265 SP:Iteration 29Q (4226.158543 sec): 3 clusters Score: Raw -4029056.836930 + Penalty 3360.909011 = -4025695.927919 nChanged 243 SP:Iteration 30Q (4226.244847 sec): 3 clusters Score: Raw -4029116.056521 + Penalty 3360.909011 = -4025755.147510 nChanged 216 SP:Iteration 31Q (4226.326077 sec): 3 clusters Score: Raw -4029165.536075 + Penalty 3360.909011 = -4025804.627064 nChanged 173 SP:Iteration 32Q (4226.400190 sec): 3 clusters Score: Raw -4029201.065323 + Penalty 3360.909011 = -4025840.156312 nChanged 155 SP:Iteration 33Q (4226.482290 sec): 3 clusters Score: Raw -4029230.904482 + Penalty 3360.909011 = -4025869.995471 nChanged 131 SP:Iteration 34Q (4226.571165 sec): 3 clusters Score: Raw -4029257.204327 + Penalty 3360.909011 = -4025896.295316 nChanged 124 SP:Iteration 35Q (4226.670967 sec): 3 clusters Score: Raw -4029282.761264 + Penalty 3360.909011 = -4025921.852253 nChanged 126 SP:Iteration 36Q (4226.723025 sec): 3 clusters Score: Raw -4029311.411995 + Penalty 3360.909011 = -4025950.502984 nChanged 113 SP:Iteration 37Q (4226.808900 sec): 3 clusters Score: Raw -4029334.191903 + Penalty 3360.909011 = -4025973.282892 nChanged 102 SP:Iteration 38Q (4226.895718 sec): 3 clusters Score: Raw -4029352.951411 + Penalty 3360.909011 = -4025992.042400 nChanged 92 SP:Iteration 39Q (4226.988242 sec): 3 clusters Score: Raw -4029369.385193 + Penalty 3360.909011 = -4026008.476182 nChanged 94 SP:Iteration 40F (4227.084421 sec): 3 clusters Score: Raw -4029383.652753 + Penalty 3360.909011 = -4026022.743742 nChanged 69 SP:Iteration 41Q (4227.166365 sec): 3 clusters Score: Raw -4029394.981546 + Penalty 3360.909011 = -4026034.072535 nChanged 77 SP:Iteration 42Q (4227.252114 sec): 3 clusters Score: Raw -4029407.816028 + Penalty 3360.909011 = -4026046.907017 nChanged 69 SP:Iteration 43Q (4227.335480 sec): 3 clusters Score: Raw -4029418.138889 + Penalty 3360.909011 = -4026057.229878 nChanged 62 SP:Iteration 44Q (4227.421712 sec): 3 clusters Score: Raw -4029427.228846 + Penalty 3360.909011 = -4026066.319835 nChanged 61 SP:Iteration 45Q (4227.519009 sec): 3 clusters Score: Raw -4029436.320484 + Penalty 3360.909011 = -4026075.411473 nChanged 56 SP:Iteration 46Q (4227.610585 sec): 3 clusters Score: Raw -4029444.851079 + Penalty 3360.909011 = -4026083.942068 nChanged 63 SP:Iteration 47Q (4227.698553 sec): 3 clusters Score: Raw -4029453.656637 + Penalty 3360.909011 = -4026092.747626 nChanged 58 SP:Iteration 48Q (4227.793255 sec): 3 clusters Score: Raw -4029462.238374 + Penalty 3360.909011 = -4026101.329363 nChanged 50 SP:Iteration 49Q (4227.874162 sec): 3 clusters Score: Raw -4029468.894486 + Penalty 3360.909011 = -4026107.985475 nChanged 41 SP:Iteration 50Q (4227.973444 sec): 3 clusters Score: Raw -4029475.231009 + Penalty 3360.909011 = -4026114.321998 nChanged 49 SP:Iteration 51Q (4228.059842 sec): 3 clusters Score: Raw -4029482.512081 + Penalty 3360.909011 = -4026121.603070 nChanged 51 SP:Iteration 52Q (4228.154996 sec): 3 clusters Score: Raw -4029489.804539 + Penalty 3360.909011 = -4026128.895528 nChanged 47 SP:Iteration 53Q (4228.247631 sec): 3 clusters Score: Raw -4029496.332578 + Penalty 3360.909011 = -4026135.423567 nChanged 39 SP:Iteration 54Q (4228.342343 sec): 3 clusters Score: Raw -4029501.226072 + Penalty 3360.909011 = -4026140.317061 nChanged 45 SP:Iteration 55Q (4228.435629 sec): 3 clusters Score: Raw -4029507.715602 + Penalty 3360.909011 = -4026146.806591 nChanged 40 SP:Iteration 56Q (4228.527071 sec): 3 clusters Score: Raw -4029512.810544 + Penalty 3360.909011 = -4026151.901533 nChanged 38 SP:Iteration 57Q (4228.610817 sec): 3 clusters Score: Raw -4029517.993213 + Penalty 3360.909011 = -4026157.084202 nChanged 35 SP:Iteration 58Q (4228.701085 sec): 3 clusters Score: Raw -4029523.291352 + Penalty 3360.909011 = -4026162.382341 nChanged 38 SP:Iteration 59Q (4228.792113 sec): 3 clusters Score: Raw -4029529.029510 + Penalty 3360.909011 = -4026168.120499 nChanged 37 SP:Iteration 60F (4228.888011 sec): 3 clusters Score: Raw -4029534.024175 + Penalty 3360.909011 = -4026173.115164 nChanged 41 SP:Iteration 61Q (4228.979190 sec): 3 clusters Score: Raw -4029539.393606 + Penalty 3360.909011 = -4026178.484595 nChanged 31 SP:Iteration 62Q (4229.070823 sec): 3 clusters Score: Raw -4029543.430471 + Penalty 3360.909011 = -4026182.521460 nChanged 24 SP:Iteration 63Q (4229.160043 sec): 3 clusters Score: Raw -4029546.259569 + Penalty 3360.909011 = -4026185.350558 nChanged 16 SP:Iteration 64Q (4229.256672 sec): 3 clusters Score: Raw -4029548.164918 + Penalty 3360.909011 = -4026187.255907 nChanged 24 SP:Iteration 65Q (4229.350458 sec): 3 clusters Score: Raw -4029551.426327 + Penalty 3360.909011 = -4026190.517316 nChanged 26 SP:Iteration 66Q (4229.440206 sec): 3 clusters Score: Raw -4029554.351905 + Penalty 3360.909011 = -4026193.442894 nChanged 22 SP:Iteration 67Q (4229.540273 sec): 3 clusters Score: Raw -4029556.464603 + Penalty 3360.909011 = -4026195.555592 nChanged 16 SP:Iteration 68Q (4229.634860 sec): 3 clusters Score: Raw -4029558.162802 + Penalty 3360.909011 = -4026197.253791 nChanged 23 SP:Iteration 69Q (4229.728959 sec): 3 clusters Score: Raw -4029560.792045 + Penalty 3360.909011 = -4026199.883034 nChanged 24 SP:Iteration 70Q (4229.820494 sec): 3 clusters Score: Raw -4029563.582223 + Penalty 3360.909011 = -4026202.673212 nChanged 17 SP:Iteration 71Q (4229.907936 sec): 3 clusters Score: Raw -4029565.819763 + Penalty 3360.909011 = -4026204.910752 nChanged 14 SP:Iteration 72Q (4230.002916 sec): 3 clusters Score: Raw -4029567.257033 + Penalty 3360.909011 = -4026206.348022 nChanged 16 SP:Iteration 73Q (4230.099051 sec): 3 clusters Score: Raw -4029568.769718 + Penalty 3360.909011 = -4026207.860707 nChanged 16 SP:Iteration 74Q (4230.195177 sec): 3 clusters Score: Raw -4029570.417151 + Penalty 3360.909011 = -4026209.508140 nChanged 14 SP:Iteration 75Q (4230.290888 sec): 3 clusters Score: Raw -4029571.649083 + Penalty 3360.909011 = -4026210.740072 nChanged 10 SP:Iteration 76Q (4230.387201 sec): 3 clusters Score: Raw -4029572.645271 + Penalty 3360.909011 = -4026211.736260 nChanged 11 SP:Iteration 77Q (4230.481191 sec): 3 clusters Score: Raw -4029573.526907 + Penalty 3360.909011 = -4026212.617896 nChanged 7 SP:Iteration 78Q (4230.575587 sec): 3 clusters Score: Raw -4029574.347261 + Penalty 3360.909011 = -4026213.438250 nChanged 10 SP:Iteration 79Q (4230.669113 sec): 3 clusters Score: Raw -4029575.262443 + Penalty 3360.909011 = -4026214.353432 nChanged 9 SP:Iteration 80F (4230.765974 sec): 3 clusters Score: Raw -4029575.996797 + Penalty 3360.909011 = -4026215.087786 nChanged 9 SP:Iteration 81Q (4230.850809 sec): 3 clusters Score: Raw -4029576.806622 + Penalty 3360.909011 = -4026215.897611 nChanged 9 SP:Iteration 82Q (4230.942981 sec): 3 clusters Score: Raw -4029577.702235 + Penalty 3360.909011 = -4026216.793224 nChanged 8 SP:Iteration 83Q (4231.029963 sec): 3 clusters Score: Raw -4029578.345967 + Penalty 3360.909011 = -4026217.436956 nChanged 4 SP:Iteration 84Q (4231.100057 sec): 3 clusters Score: Raw -4029578.683528 + Penalty 3360.909011 = -4026217.774517 nChanged 8 SP:Iteration 85Q (4231.183711 sec): 3 clusters Score: Raw -4029579.700277 + Penalty 3360.909011 = -4026218.791266 nChanged 7 SP:Iteration 86Q (4231.269317 sec): 3 clusters Score: Raw -4029580.246583 + Penalty 3360.909011 = -4026219.337572 nChanged 6 SP:Iteration 87Q (4231.350940 sec): 3 clusters Score: Raw -4029580.632109 + Penalty 3360.909011 = -4026219.723098 nChanged 2 SP:Iteration 88Q (4231.420210 sec): 3 clusters Score: Raw -4029580.767509 + Penalty 3360.909011 = -4026219.858498 nChanged 2 SP:Iteration 89Q (4231.507263 sec): 3 clusters Score: Raw -4029580.868347 + Penalty 3360.909011 = -4026219.959336 nChanged 1 SP:Iteration 90Q (4231.596929 sec): 3 clusters Score: Raw -4029580.907678 + Penalty 3360.909011 = -4026219.998667 nChanged 0 SP:Iteration 91F (4231.703085 sec): 3 clusters Score: Raw -4029580.907678 + Penalty 3360.909011 = -4026219.998667 nChanged 0 Trying to split cluster 9 (11421 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4231.745560 sec): 2 clusters Score: Raw -1547205.985428 + Penalty 1518.271470 = -1545687.713958 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4231.809639 sec): 3 clusters Score: Raw -1540671.308393 + Penalty 3036.542940 = -1537634.765454 nChanged 5000 SP:Iteration 1F (4231.861038 sec): 3 clusters Score: Raw -1543298.355973 + Penalty 3036.542940 = -1540261.813034 nChanged 749 SP:Iteration 2F (4231.923300 sec): 3 clusters Score: Raw -1543655.944950 + Penalty 3036.542940 = -1540619.402011 nChanged 689 SP:Iteration 3F (4231.976888 sec): 3 clusters Score: Raw -1544076.912183 + Penalty 3036.542940 = -1541040.369243 nChanged 747 SP:Iteration 4F (4232.040470 sec): 3 clusters Score: Raw -1544582.197981 + Penalty 3036.542940 = -1541545.655041 nChanged 726 SP:Iteration 5F (4232.104398 sec): 3 clusters Score: Raw -1545067.871211 + Penalty 3036.542940 = -1542031.328271 nChanged 672 SP:Iteration 6F (4232.168549 sec): 3 clusters Score: Raw -1545548.320481 + Penalty 3036.542940 = -1542511.777541 nChanged 591 SP:Iteration 7F (4232.232048 sec): 3 clusters Score: Raw -1545966.703544 + Penalty 3036.542940 = -1542930.160604 nChanged 496 SP:Iteration 8Q (4232.297105 sec): 3 clusters Score: Raw -1546343.514730 + Penalty 3036.542940 = -1543306.971791 nChanged 435 SP:Iteration 9Q (4232.362465 sec): 3 clusters Score: Raw -1546628.143868 + Penalty 3036.542940 = -1543591.600928 nChanged 335 SP:Iteration 10Q (4232.427678 sec): 3 clusters Score: Raw -1546807.110000 + Penalty 3036.542940 = -1543770.567060 nChanged 245 SP:Iteration 11Q (4232.485369 sec): 3 clusters Score: Raw -1546928.403568 + Penalty 3036.542940 = -1543891.860628 nChanged 215 SP:Iteration 12Q (4232.548730 sec): 3 clusters Score: Raw -1547027.570152 + Penalty 3036.542940 = -1543991.027212 nChanged 173 SP:Iteration 13Q (4232.608467 sec): 3 clusters Score: Raw -1547105.685099 + Penalty 3036.542940 = -1544069.142159 nChanged 179 SP:Iteration 14Q (4232.672063 sec): 3 clusters Score: Raw -1547195.568072 + Penalty 3036.542940 = -1544159.025132 nChanged 167 SP:Iteration 15Q (4232.731245 sec): 3 clusters Score: Raw -1547272.932447 + Penalty 3036.542940 = -1544236.389507 nChanged 176 SP:Iteration 16Q (4232.805006 sec): 3 clusters Score: Raw -1547351.141028 + Penalty 3036.542940 = -1544314.598088 nChanged 144 SP:Iteration 17Q (4232.862722 sec): 3 clusters Score: Raw -1547407.065882 + Penalty 3036.542940 = -1544370.522942 nChanged 142 SP:Iteration 18Q (4232.941807 sec): 3 clusters Score: Raw -1547454.378506 + Penalty 3036.542940 = -1544417.835566 nChanged 99 SP:Iteration 19Q (4233.004870 sec): 3 clusters Score: Raw -1547489.319936 + Penalty 3036.542940 = -1544452.776996 nChanged 100 SP:Iteration 20F (4233.060147 sec): 3 clusters Score: Raw -1547520.015507 + Penalty 3036.542940 = -1544483.472567 nChanged 80 SP:Iteration 21Q (4233.120795 sec): 3 clusters Score: Raw -1547542.153834 + Penalty 3036.542940 = -1544505.610895 nChanged 86 SP:Iteration 22Q (4233.182280 sec): 3 clusters Score: Raw -1547568.788475 + Penalty 3036.542940 = -1544532.245535 nChanged 85 SP:Iteration 23Q (4233.256019 sec): 3 clusters Score: Raw -1547594.409402 + Penalty 3036.542940 = -1544557.866463 nChanged 75 SP:Iteration 24Q (4233.318240 sec): 3 clusters Score: Raw -1547612.183497 + Penalty 3036.542940 = -1544575.640557 nChanged 52 SP:Iteration 25Q (4233.369773 sec): 3 clusters Score: Raw -1547626.778950 + Penalty 3036.542940 = -1544590.236010 nChanged 42 SP:Iteration 26Q (4233.429250 sec): 3 clusters Score: Raw -1547635.295047 + Penalty 3036.542940 = -1544598.752107 nChanged 35 SP:Iteration 27Q (4233.489861 sec): 3 clusters Score: Raw -1547643.320577 + Penalty 3036.542940 = -1544606.777638 nChanged 24 SP:Iteration 28Q (4233.551451 sec): 3 clusters Score: Raw -1547646.897589 + Penalty 3036.542940 = -1544610.354650 nChanged 21 SP:Iteration 29Q (4233.621049 sec): 3 clusters Score: Raw -1547650.559289 + Penalty 3036.542940 = -1544614.016350 nChanged 19 SP:Iteration 30Q (4233.688348 sec): 3 clusters Score: Raw -1547653.655581 + Penalty 3036.542940 = -1544617.112641 nChanged 15 SP:Iteration 31Q (4233.746370 sec): 3 clusters Score: Raw -1547655.538449 + Penalty 3036.542940 = -1544618.995509 nChanged 12 SP:Iteration 32Q (4233.799536 sec): 3 clusters Score: Raw -1547657.629197 + Penalty 3036.542940 = -1544621.086257 nChanged 11 SP:Iteration 33Q (4233.871833 sec): 3 clusters Score: Raw -1547659.205569 + Penalty 3036.542940 = -1544622.662630 nChanged 11 SP:Iteration 34Q (4233.922673 sec): 3 clusters Score: Raw -1547660.523619 + Penalty 3036.542940 = -1544623.980680 nChanged 8 SP:Iteration 35Q (4233.988990 sec): 3 clusters Score: Raw -1547661.486132 + Penalty 3036.542940 = -1544624.943192 nChanged 7 SP:Iteration 36Q (4234.038877 sec): 3 clusters Score: Raw -1547662.099924 + Penalty 3036.542940 = -1544625.556985 nChanged 2 SP:Iteration 37Q (4234.097012 sec): 3 clusters Score: Raw -1547662.265612 + Penalty 3036.542940 = -1544625.722673 nChanged 0 SP:Iteration 38F (4234.167236 sec): 3 clusters Score: Raw -1547662.265612 + Penalty 3036.542940 = -1544625.722673 nChanged 0 Trying to split cluster 10 (2419 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4234.198733 sec): 2 clusters Score: Raw -298044.482738 + Penalty 1266.055295 = -296778.427442 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4234.250582 sec): 3 clusters Score: Raw -296931.114888 + Penalty 2532.110591 = -294399.004297 nChanged 903 SP:Iteration 1F (4234.293376 sec): 3 clusters Score: Raw -297558.526468 + Penalty 2532.110591 = -295026.415877 nChanged 223 SP:Iteration 2F (4234.352202 sec): 3 clusters Score: Raw -297777.689220 + Penalty 2532.110591 = -295245.578629 nChanged 153 SP:Iteration 3F (4234.391101 sec): 3 clusters Score: Raw -297936.848512 + Penalty 2532.110591 = -295404.737921 nChanged 147 SP:Iteration 4F (4234.439514 sec): 3 clusters Score: Raw -298081.185505 + Penalty 2532.110591 = -295549.074914 nChanged 130 SP:Iteration 5F (4234.486523 sec): 3 clusters Score: Raw -298197.287940 + Penalty 2532.110591 = -295665.177349 nChanged 105 SP:Iteration 6Q (4234.546688 sec): 3 clusters Score: Raw -298283.900618 + Penalty 2532.110591 = -295751.790027 nChanged 71 SP:Iteration 7Q (4234.595941 sec): 3 clusters Score: Raw -298341.398266 + Penalty 2532.110591 = -295809.287675 nChanged 63 SP:Iteration 8Q (4234.648202 sec): 3 clusters Score: Raw -298384.090131 + Penalty 2532.110591 = -295851.979540 nChanged 44 SP:Iteration 9Q (4234.697296 sec): 3 clusters Score: Raw -298418.424450 + Penalty 2532.110591 = -295886.313859 nChanged 49 SP:Iteration 10Q (4234.742942 sec): 3 clusters Score: Raw -298460.126896 + Penalty 2532.110591 = -295928.016305 nChanged 48 SP:Iteration 11Q (4234.795770 sec): 3 clusters Score: Raw -298514.019061 + Penalty 2532.110591 = -295981.908470 nChanged 54 SP:Iteration 12Q (4234.834821 sec): 3 clusters Score: Raw -298564.655185 + Penalty 2532.110591 = -296032.544594 nChanged 50 SP:Iteration 13Q (4234.883887 sec): 3 clusters Score: Raw -298611.703794 + Penalty 2532.110591 = -296079.593203 nChanged 47 SP:Iteration 14Q (4234.931441 sec): 3 clusters Score: Raw -298657.463438 + Penalty 2532.110591 = -296125.352847 nChanged 43 SP:Iteration 15Q (4234.980096 sec): 3 clusters Score: Raw -298695.219136 + Penalty 2532.110591 = -296163.108545 nChanged 38 SP:Iteration 16Q (4235.032404 sec): 3 clusters Score: Raw -298718.389529 + Penalty 2532.110591 = -296186.278938 nChanged 27 SP:Iteration 17Q (4235.068047 sec): 3 clusters Score: Raw -298732.636834 + Penalty 2532.110591 = -296200.526243 nChanged 14 SP:Iteration 18Q (4235.096598 sec): 3 clusters Score: Raw -298738.593461 + Penalty 2532.110591 = -296206.482870 nChanged 10 SP:Iteration 19Q (4235.139519 sec): 3 clusters Score: Raw -298744.423608 + Penalty 2532.110591 = -296212.313017 nChanged 12 SP:Iteration 20F (4235.168433 sec): 3 clusters Score: Raw -298751.576381 + Penalty 2532.110591 = -296219.465790 nChanged 11 SP:Iteration 21Q (4235.203342 sec): 3 clusters Score: Raw -298760.952513 + Penalty 2532.110591 = -296228.841922 nChanged 11 SP:Iteration 22Q (4235.239630 sec): 3 clusters Score: Raw -298769.549238 + Penalty 2532.110591 = -296237.438647 nChanged 16 SP:Iteration 23Q (4235.282696 sec): 3 clusters Score: Raw -298778.541159 + Penalty 2532.110591 = -296246.430568 nChanged 10 SP:Iteration 24Q (4235.311483 sec): 3 clusters Score: Raw -298785.669314 + Penalty 2532.110591 = -296253.558723 nChanged 10 SP:Iteration 25Q (4235.347154 sec): 3 clusters Score: Raw -298789.722008 + Penalty 2532.110591 = -296257.611417 nChanged 11 SP:Iteration 26Q (4235.383358 sec): 3 clusters Score: Raw -298795.771650 + Penalty 2532.110591 = -296263.661059 nChanged 8 SP:Iteration 27Q (4235.426472 sec): 3 clusters Score: Raw -298800.150240 + Penalty 2532.110591 = -296268.039649 nChanged 6 SP:Iteration 28Q (4235.455205 sec): 3 clusters Score: Raw -298802.941852 + Penalty 2532.110591 = -296270.831261 nChanged 6 SP:Iteration 29Q (4235.491467 sec): 3 clusters Score: Raw -298805.859883 + Penalty 2532.110591 = -296273.749292 nChanged 7 SP:Iteration 30Q (4235.527654 sec): 3 clusters Score: Raw -298808.444856 + Penalty 2532.110591 = -296276.334265 nChanged 5 SP:Iteration 31Q (4235.563610 sec): 3 clusters Score: Raw -298810.187808 + Penalty 2532.110591 = -296278.077217 nChanged 6 SP:Iteration 32Q (4235.599296 sec): 3 clusters Score: Raw -298813.015913 + Penalty 2532.110591 = -296280.905323 nChanged 6 SP:Iteration 33Q (4235.635308 sec): 3 clusters Score: Raw -298815.696137 + Penalty 2532.110591 = -296283.585547 nChanged 3 SP:Iteration 34Q (4235.676084 sec): 3 clusters Score: Raw -298817.408204 + Penalty 2532.110591 = -296285.297613 nChanged 1 SP:Iteration 35Q (4235.714544 sec): 3 clusters Score: Raw -298817.709599 + Penalty 2532.110591 = -296285.599008 nChanged 1 SP:Iteration 36Q (4235.765214 sec): 3 clusters Score: Raw -298817.958689 + Penalty 2532.110591 = -296285.848098 nChanged 1 SP:Iteration 37Q (4235.810147 sec): 3 clusters Score: Raw -298818.462391 + Penalty 2532.110591 = -296286.351800 nChanged 0 SP:Iteration 38F (4235.857117 sec): 3 clusters Score: Raw -298818.462391 + Penalty 2532.110591 = -296286.351800 nChanged 0 Trying to split cluster 11 (211912 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4236.151991 sec): 2 clusters Score: Raw -28125704.875857 + Penalty 1992.888036 = -28123711.987822 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4236.537837 sec): 3 clusters Score: Raw -27985221.128620 + Penalty 3985.776071 = -27981235.352549 nChanged 103019 SP:Iteration 1F (4236.885802 sec): 3 clusters Score: Raw -28048951.301528 + Penalty 3985.776071 = -28044965.525457 nChanged 10361 SP:Iteration 2Q (4237.292640 sec): 3 clusters Score: Raw -28053967.199038 + Penalty 3985.776071 = -28049981.422967 nChanged 12748 SP:Iteration 3F (4237.683738 sec): 3 clusters Score: Raw -28061455.858052 + Penalty 3985.776071 = -28057470.081980 nChanged 14589 SP:Iteration 4F (4238.069524 sec): 3 clusters Score: Raw -28070641.245358 + Penalty 3985.776071 = -28066655.469287 nChanged 14721 SP:Iteration 5F (4238.466872 sec): 3 clusters Score: Raw -28079572.428095 + Penalty 3985.776071 = -28075586.652023 nChanged 13459 SP:Iteration 6F (4238.853644 sec): 3 clusters Score: Raw -28087138.577177 + Penalty 3985.776071 = -28083152.801105 nChanged 11176 SP:Iteration 7F (4239.245096 sec): 3 clusters Score: Raw -28092832.567685 + Penalty 3985.776071 = -28088846.791614 nChanged 8707 SP:Iteration 8Q (4239.650942 sec): 3 clusters Score: Raw -28096916.563776 + Penalty 3985.776071 = -28092930.787705 nChanged 6886 SP:Iteration 9Q (4240.032961 sec): 3 clusters Score: Raw -28099801.844474 + Penalty 3985.776071 = -28095816.068403 nChanged 5345 SP:Iteration 10Q (4240.439121 sec): 3 clusters Score: Raw -28101553.079106 + Penalty 3985.776071 = -28097567.303035 nChanged 3909 SP:Iteration 11Q (4240.839450 sec): 3 clusters Score: Raw -28102510.603647 + Penalty 3985.776071 = -28098524.827575 nChanged 2780 SP:Iteration 12Q (4241.240589 sec): 3 clusters Score: Raw -28103073.520896 + Penalty 3985.776071 = -28099087.744825 nChanged 2101 SP:Iteration 13Q (4241.634274 sec): 3 clusters Score: Raw -28103436.607805 + Penalty 3985.776071 = -28099450.831734 nChanged 1767 SP:Iteration 14Q (4242.004718 sec): 3 clusters Score: Raw -28103734.898722 + Penalty 3985.776071 = -28099749.122651 nChanged 1669 SP:Iteration 15Q (4242.401788 sec): 3 clusters Score: Raw -28104001.600719 + Penalty 3985.776071 = -28100015.824647 nChanged 1669 SP:Iteration 16Q (4242.762288 sec): 3 clusters Score: Raw -28104267.978846 + Penalty 3985.776071 = -28100282.202775 nChanged 1704 SP:Iteration 17Q (4243.129352 sec): 3 clusters Score: Raw -28104548.201600 + Penalty 3985.776071 = -28100562.425529 nChanged 1783 SP:Iteration 18Q (4243.498741 sec): 3 clusters Score: Raw -28104861.613603 + Penalty 3985.776071 = -28100875.837532 nChanged 1811 SP:Iteration 19Q (4243.897714 sec): 3 clusters Score: Raw -28105168.277368 + Penalty 3985.776071 = -28101182.501296 nChanged 1850 SP:Iteration 20F (4244.280865 sec): 3 clusters Score: Raw -28105487.936333 + Penalty 3985.776071 = -28101502.160262 nChanged 1925 SP:Iteration 21Q (4244.668996 sec): 3 clusters Score: Raw -28105834.889099 + Penalty 3985.776071 = -28101849.113028 nChanged 2010 SP:Iteration 22Q (4245.031953 sec): 3 clusters Score: Raw -28106206.532662 + Penalty 3985.776071 = -28102220.756591 nChanged 2083 SP:Iteration 23Q (4245.431814 sec): 3 clusters Score: Raw -28106602.493123 + Penalty 3985.776071 = -28102616.717052 nChanged 2181 SP:Iteration 24Q (4245.796421 sec): 3 clusters Score: Raw -28107029.835912 + Penalty 3985.776071 = -28103044.059841 nChanged 2269 SP:Iteration 25Q (4246.143966 sec): 3 clusters Score: Raw -28107490.864065 + Penalty 3985.776071 = -28103505.087994 nChanged 2349 SP:Iteration 26Q (4246.492764 sec): 3 clusters Score: Raw -28107986.298736 + Penalty 3985.776071 = -28104000.522665 nChanged 2434 SP:Iteration 27Q (4246.849404 sec): 3 clusters Score: Raw -28108522.167765 + Penalty 3985.776071 = -28104536.391694 nChanged 2436 SP:Iteration 28Q (4247.242769 sec): 3 clusters Score: Raw -28109071.358567 + Penalty 3985.776071 = -28105085.582496 nChanged 2529 SP:Iteration 29Q (4247.633958 sec): 3 clusters Score: Raw -28109640.178760 + Penalty 3985.776071 = -28105654.402689 nChanged 2575 SP:Iteration 30Q (4248.024317 sec): 3 clusters Score: Raw -28110247.342950 + Penalty 3985.776071 = -28106261.566878 nChanged 2649 SP:Iteration 31Q (4248.378588 sec): 3 clusters Score: Raw -28110885.863046 + Penalty 3985.776071 = -28106900.086975 nChanged 2587 SP:Iteration 32Q (4248.746197 sec): 3 clusters Score: Raw -28111525.323528 + Penalty 3985.776071 = -28107539.547456 nChanged 2671 SP:Iteration 33Q (4249.106966 sec): 3 clusters Score: Raw -28112214.666091 + Penalty 3985.776071 = -28108228.890020 nChanged 2746 SP:Iteration 34Q (4249.478313 sec): 3 clusters Score: Raw -28112938.570770 + Penalty 3985.776071 = -28108952.794698 nChanged 2743 SP:Iteration 35Q (4249.857772 sec): 3 clusters Score: Raw -28113659.594787 + Penalty 3985.776071 = -28109673.818716 nChanged 2706 SP:Iteration 36Q (4250.227488 sec): 3 clusters Score: Raw -28114399.421615 + Penalty 3985.776071 = -28110413.645543 nChanged 2732 SP:Iteration 37Q (4250.594003 sec): 3 clusters Score: Raw -28115160.912101 + Penalty 3985.776071 = -28111175.136029 nChanged 2727 SP:Iteration 38Q (4250.951717 sec): 3 clusters Score: Raw -28115951.183590 + Penalty 3985.776071 = -28111965.407519 nChanged 2636 SP:Iteration 39Q (4251.287272 sec): 3 clusters Score: Raw -28116705.840245 + Penalty 3985.776071 = -28112720.064173 nChanged 2500 SP:Iteration 40F (4251.675376 sec): 3 clusters Score: Raw -28117448.682253 + Penalty 3985.776071 = -28113462.906182 nChanged 2494 SP:Iteration 41Q (4252.044164 sec): 3 clusters Score: Raw -28118205.838851 + Penalty 3985.776071 = -28114220.062780 nChanged 2449 SP:Iteration 42Q (4252.389915 sec): 3 clusters Score: Raw -28118938.993452 + Penalty 3985.776071 = -28114953.217381 nChanged 2343 SP:Iteration 43Q (4252.728574 sec): 3 clusters Score: Raw -28119655.075781 + Penalty 3985.776071 = -28115669.299709 nChanged 2282 SP:Iteration 44Q (4253.091436 sec): 3 clusters Score: Raw -28120352.848308 + Penalty 3985.776071 = -28116367.072237 nChanged 2130 SP:Iteration 45Q (4253.434573 sec): 3 clusters Score: Raw -28121008.003851 + Penalty 3985.776071 = -28117022.227780 nChanged 1981 SP:Iteration 46Q (4253.794597 sec): 3 clusters Score: Raw -28121636.974734 + Penalty 3985.776071 = -28117651.198663 nChanged 1869 SP:Iteration 47Q (4254.120506 sec): 3 clusters Score: Raw -28122239.841859 + Penalty 3985.776071 = -28118254.065788 nChanged 1700 SP:Iteration 48Q (4254.473093 sec): 3 clusters Score: Raw -28122793.400603 + Penalty 3985.776071 = -28118807.624532 nChanged 1602 SP:Iteration 49Q (4254.817400 sec): 3 clusters Score: Raw -28123316.493232 + Penalty 3985.776071 = -28119330.717161 nChanged 1446 SP:Iteration 50Q (4255.174535 sec): 3 clusters Score: Raw -28123784.497840 + Penalty 3985.776071 = -28119798.721769 nChanged 1330 SP:Iteration 51Q (4255.494133 sec): 3 clusters Score: Raw -28124228.411860 + Penalty 3985.776071 = -28120242.635789 nChanged 1175 SP:Iteration 52Q (4255.836331 sec): 3 clusters Score: Raw -28124621.553311 + Penalty 3985.776071 = -28120635.777240 nChanged 1039 SP:Iteration 53Q (4256.156180 sec): 3 clusters Score: Raw -28124979.436160 + Penalty 3985.776071 = -28120993.660089 nChanged 854 SP:Iteration 54Q (4256.496113 sec): 3 clusters Score: Raw -28125259.813599 + Penalty 3985.776071 = -28121274.037528 nChanged 716 SP:Iteration 55Q (4256.808231 sec): 3 clusters Score: Raw -28125487.838741 + Penalty 3985.776071 = -28121502.062670 nChanged 544 SP:Iteration 56Q (4257.143587 sec): 3 clusters Score: Raw -28125655.868355 + Penalty 3985.776071 = -28121670.092284 nChanged 436 SP:Iteration 57Q (4257.476352 sec): 3 clusters Score: Raw -28125794.813425 + Penalty 3985.776071 = -28121809.037354 nChanged 393 SP:Iteration 58Q (4257.788485 sec): 3 clusters Score: Raw -28125925.552971 + Penalty 3985.776071 = -28121939.776900 nChanged 321 SP:Iteration 59Q (4258.093044 sec): 3 clusters Score: Raw -28126026.552673 + Penalty 3985.776071 = -28122040.776601 nChanged 240 SP:Iteration 60F (4258.472467 sec): 3 clusters Score: Raw -28126102.453483 + Penalty 3985.776071 = -28122116.677412 nChanged 215 SP:Iteration 61Q (4258.798332 sec): 3 clusters Score: Raw -28126175.397853 + Penalty 3985.776071 = -28122189.621782 nChanged 194 SP:Iteration 62Q (4259.136438 sec): 3 clusters Score: Raw -28126235.484514 + Penalty 3985.776071 = -28122249.708443 nChanged 157 SP:Iteration 63Q (4259.426037 sec): 3 clusters Score: Raw -28126287.287613 + Penalty 3985.776071 = -28122301.511542 nChanged 153 SP:Iteration 64Q (4259.759530 sec): 3 clusters Score: Raw -28126331.670891 + Penalty 3985.776071 = -28122345.894820 nChanged 110 SP:Iteration 65Q (4260.075747 sec): 3 clusters Score: Raw -28126359.404379 + Penalty 3985.776071 = -28122373.628308 nChanged 80 SP:Iteration 66Q (4260.401335 sec): 3 clusters Score: Raw -28126380.865745 + Penalty 3985.776071 = -28122395.089673 nChanged 77 SP:Iteration 67Q (4260.700835 sec): 3 clusters Score: Raw -28126403.111689 + Penalty 3985.776071 = -28122417.335617 nChanged 74 SP:Iteration 68Q (4261.007971 sec): 3 clusters Score: Raw -28126423.698030 + Penalty 3985.776071 = -28122437.921959 nChanged 74 SP:Iteration 69Q (4261.333057 sec): 3 clusters Score: Raw -28126443.164102 + Penalty 3985.776071 = -28122457.388030 nChanged 68 SP:Iteration 70Q (4261.649289 sec): 3 clusters Score: Raw -28126460.262718 + Penalty 3985.776071 = -28122474.486647 nChanged 57 SP:Iteration 71Q (4261.973386 sec): 3 clusters Score: Raw -28126475.266431 + Penalty 3985.776071 = -28122489.490360 nChanged 46 SP:Iteration 72Q (4262.282675 sec): 3 clusters Score: Raw -28126484.733568 + Penalty 3985.776071 = -28122498.957496 nChanged 38 SP:Iteration 73Q (4262.612651 sec): 3 clusters Score: Raw -28126492.858668 + Penalty 3985.776071 = -28122507.082597 nChanged 38 SP:Iteration 74Q (4262.932275 sec): 3 clusters Score: Raw -28126502.038644 + Penalty 3985.776071 = -28122516.262573 nChanged 37 SP:Iteration 75Q (4263.245465 sec): 3 clusters Score: Raw -28126509.536043 + Penalty 3985.776071 = -28122523.759972 nChanged 31 SP:Iteration 76Q (4263.572751 sec): 3 clusters Score: Raw -28126515.568087 + Penalty 3985.776071 = -28122529.792016 nChanged 28 SP:Iteration 77Q (4263.891159 sec): 3 clusters Score: Raw -28126522.084648 + Penalty 3985.776071 = -28122536.308576 nChanged 28 SP:Iteration 78Q (4264.205959 sec): 3 clusters Score: Raw -28126527.970144 + Penalty 3985.776071 = -28122542.194072 nChanged 33 SP:Iteration 79Q (4264.543076 sec): 3 clusters Score: Raw -28126536.189436 + Penalty 3985.776071 = -28122550.413365 nChanged 32 SP:Iteration 80F (4264.936106 sec): 3 clusters Score: Raw -28126543.420047 + Penalty 3985.776071 = -28122557.643976 nChanged 25 SP:Iteration 81Q (4265.247761 sec): 3 clusters Score: Raw -28126547.860397 + Penalty 3985.776071 = -28122562.084326 nChanged 17 SP:Iteration 82Q (4265.570551 sec): 3 clusters Score: Raw -28126552.475731 + Penalty 3985.776071 = -28122566.699660 nChanged 19 SP:Iteration 83Q (4265.875570 sec): 3 clusters Score: Raw -28126556.051918 + Penalty 3985.776071 = -28122570.275847 nChanged 25 SP:Iteration 84Q (4266.191988 sec): 3 clusters Score: Raw -28126561.093645 + Penalty 3985.776071 = -28122575.317574 nChanged 24 SP:Iteration 85Q (4266.519094 sec): 3 clusters Score: Raw -28126567.313891 + Penalty 3985.776071 = -28122581.537820 nChanged 24 SP:Iteration 86Q (4266.845844 sec): 3 clusters Score: Raw -28126573.295260 + Penalty 3985.776071 = -28122587.519189 nChanged 32 SP:Iteration 87Q (4267.143986 sec): 3 clusters Score: Raw -28126580.567690 + Penalty 3985.776071 = -28122594.791619 nChanged 26 SP:Iteration 88Q (4267.445660 sec): 3 clusters Score: Raw -28126587.853274 + Penalty 3985.776071 = -28122602.077203 nChanged 29 SP:Iteration 89Q (4267.768014 sec): 3 clusters Score: Raw -28126596.425910 + Penalty 3985.776071 = -28122610.649839 nChanged 24 SP:Iteration 90Q (4268.073890 sec): 3 clusters Score: Raw -28126604.033471 + Penalty 3985.776071 = -28122618.257399 nChanged 31 SP:Iteration 91Q (4268.390492 sec): 3 clusters Score: Raw -28126612.801897 + Penalty 3985.776071 = -28122627.025826 nChanged 37 SP:Iteration 92Q (4268.675360 sec): 3 clusters Score: Raw -28126621.692659 + Penalty 3985.776071 = -28122635.916587 nChanged 35 SP:Iteration 93Q (4269.004367 sec): 3 clusters Score: Raw -28126630.962533 + Penalty 3985.776071 = -28122645.186461 nChanged 39 SP:Iteration 94Q (4269.332349 sec): 3 clusters Score: Raw -28126639.523987 + Penalty 3985.776071 = -28122653.747916 nChanged 33 SP:Iteration 95Q (4269.659358 sec): 3 clusters Score: Raw -28126647.280820 + Penalty 3985.776071 = -28122661.504749 nChanged 33 SP:Iteration 96Q (4269.945521 sec): 3 clusters Score: Raw -28126654.275844 + Penalty 3985.776071 = -28122668.499773 nChanged 31 SP:Iteration 97Q (4270.261343 sec): 3 clusters Score: Raw -28126661.713501 + Penalty 3985.776071 = -28122675.937430 nChanged 31 SP:Iteration 98Q (4270.583042 sec): 3 clusters Score: Raw -28126668.747170 + Penalty 3985.776071 = -28122682.971099 nChanged 29 SP:Iteration 99Q (4270.875202 sec): 3 clusters Score: Raw -28126677.045065 + Penalty 3985.776071 = -28122691.268993 nChanged 36 SP:Iteration 100F (4271.215635 sec): 3 clusters Score: Raw -28126685.046355 + Penalty 3985.776071 = -28122699.270284 nChanged 30 SP:Iteration 101Q (4271.506996 sec): 3 clusters Score: Raw -28126692.148502 + Penalty 3985.776071 = -28122706.372431 nChanged 30 SP:Iteration 102Q (4271.823019 sec): 3 clusters Score: Raw -28126697.067627 + Penalty 3985.776071 = -28122711.291556 nChanged 19 SP:Iteration 103Q (4272.139119 sec): 3 clusters Score: Raw -28126699.791191 + Penalty 3985.776071 = -28122714.015120 nChanged 17 SP:Iteration 104Q (4272.449187 sec): 3 clusters Score: Raw -28126702.671792 + Penalty 3985.776071 = -28122716.895721 nChanged 21 SP:Iteration 105Q (4272.758383 sec): 3 clusters Score: Raw -28126706.168352 + Penalty 3985.776071 = -28122720.392281 nChanged 17 SP:Iteration 106Q (4273.069682 sec): 3 clusters Score: Raw -28126709.444284 + Penalty 3985.776071 = -28122723.668212 nChanged 9 SP:Iteration 107Q (4273.393121 sec): 3 clusters Score: Raw -28126711.236487 + Penalty 3985.776071 = -28122725.460416 nChanged 7 SP:Iteration 108Q (4273.694075 sec): 3 clusters Score: Raw -28126712.609521 + Penalty 3985.776071 = -28122726.833450 nChanged 7 SP:Iteration 109Q (4274.011273 sec): 3 clusters Score: Raw -28126714.002016 + Penalty 3985.776071 = -28122728.225945 nChanged 6 SP:Iteration 110Q (4274.332038 sec): 3 clusters Score: Raw -28126714.674292 + Penalty 3985.776071 = -28122728.898221 nChanged 7 SP:Iteration 111Q (4274.651154 sec): 3 clusters Score: Raw -28126715.602312 + Penalty 3985.776071 = -28122729.826241 nChanged 1 SP:Iteration 112Q (4274.982866 sec): 3 clusters Score: Raw -28126715.740095 + Penalty 3985.776071 = -28122729.964024 nChanged 0 SP:Iteration 113F (4275.341594 sec): 3 clusters Score: Raw -28126715.740095 + Penalty 3985.776071 = -28122729.964024 nChanged 0 Trying to split cluster 12 (8716 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4275.390828 sec): 2 clusters Score: Raw -1160915.396459 + Penalty 1474.348801 = -1159441.047658 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4275.454673 sec): 3 clusters Score: Raw -1155985.575993 + Penalty 2948.697601 = -1153036.878392 nChanged 3772 SP:Iteration 1F (4275.511386 sec): 3 clusters Score: Raw -1158003.940538 + Penalty 2948.697601 = -1155055.242937 nChanged 500 SP:Iteration 2F (4275.572139 sec): 3 clusters Score: Raw -1158235.685606 + Penalty 2948.697601 = -1155286.988005 nChanged 459 SP:Iteration 3F (4275.620013 sec): 3 clusters Score: Raw -1158469.285602 + Penalty 2948.697601 = -1155520.588001 nChanged 484 SP:Iteration 4F (4275.685877 sec): 3 clusters Score: Raw -1158736.177355 + Penalty 2948.697601 = -1155787.479754 nChanged 515 SP:Iteration 5F (4275.738266 sec): 3 clusters Score: Raw -1159088.455169 + Penalty 2948.697601 = -1156139.757568 nChanged 533 SP:Iteration 6F (4275.794173 sec): 3 clusters Score: Raw -1159485.894799 + Penalty 2948.697601 = -1156537.197198 nChanged 517 SP:Iteration 7F (4275.846694 sec): 3 clusters Score: Raw -1159904.199977 + Penalty 2948.697601 = -1156955.502376 nChanged 437 SP:Iteration 8F (4275.907042 sec): 3 clusters Score: Raw -1160242.156315 + Penalty 2948.697601 = -1157293.458714 nChanged 341 SP:Iteration 9Q (4275.969614 sec): 3 clusters Score: Raw -1160534.514286 + Penalty 2948.697601 = -1157585.816684 nChanged 247 SP:Iteration 10Q (4276.034805 sec): 3 clusters Score: Raw -1160756.206174 + Penalty 2948.697601 = -1157807.508573 nChanged 165 SP:Iteration 11Q (4276.094867 sec): 3 clusters Score: Raw -1160897.894650 + Penalty 2948.697601 = -1157949.197048 nChanged 110 SP:Iteration 12Q (4276.156548 sec): 3 clusters Score: Raw -1160982.099793 + Penalty 2948.697601 = -1158033.402192 nChanged 79 SP:Iteration 13Q (4276.214603 sec): 3 clusters Score: Raw -1161031.990074 + Penalty 2948.697601 = -1158083.292473 nChanged 53 SP:Iteration 14Q (4276.261306 sec): 3 clusters Score: Raw -1161066.755673 + Penalty 2948.697601 = -1158118.058071 nChanged 35 SP:Iteration 15Q (4276.318270 sec): 3 clusters Score: Raw -1161094.252235 + Penalty 2948.697601 = -1158145.554634 nChanged 35 SP:Iteration 16Q (4276.382706 sec): 3 clusters Score: Raw -1161124.823079 + Penalty 2948.697601 = -1158176.125478 nChanged 33 SP:Iteration 17Q (4276.425095 sec): 3 clusters Score: Raw -1161156.748460 + Penalty 2948.697601 = -1158208.050859 nChanged 35 SP:Iteration 18Q (4276.481117 sec): 3 clusters Score: Raw -1161191.186396 + Penalty 2948.697601 = -1158242.488795 nChanged 30 SP:Iteration 19Q (4276.536187 sec): 3 clusters Score: Raw -1161213.566579 + Penalty 2948.697601 = -1158264.868978 nChanged 21 SP:Iteration 20F (4276.594502 sec): 3 clusters Score: Raw -1161230.026313 + Penalty 2948.697601 = -1158281.328712 nChanged 14 SP:Iteration 21Q (4276.651565 sec): 3 clusters Score: Raw -1161242.589700 + Penalty 2948.697601 = -1158293.892099 nChanged 15 SP:Iteration 22Q (4276.707925 sec): 3 clusters Score: Raw -1161254.439438 + Penalty 2948.697601 = -1158305.741837 nChanged 11 SP:Iteration 23Q (4276.759977 sec): 3 clusters Score: Raw -1161259.451912 + Penalty 2948.697601 = -1158310.754311 nChanged 5 SP:Iteration 24Q (4276.824424 sec): 3 clusters Score: Raw -1161262.945309 + Penalty 2948.697601 = -1158314.247708 nChanged 5 SP:Iteration 25Q (4276.870973 sec): 3 clusters Score: Raw -1161265.858961 + Penalty 2948.697601 = -1158317.161359 nChanged 7 SP:Iteration 26Q (4276.934989 sec): 3 clusters Score: Raw -1161270.465304 + Penalty 2948.697601 = -1158321.767703 nChanged 11 SP:Iteration 27Q (4276.991106 sec): 3 clusters Score: Raw -1161276.846413 + Penalty 2948.697601 = -1158328.148812 nChanged 10 SP:Iteration 28Q (4277.049678 sec): 3 clusters Score: Raw -1161281.048393 + Penalty 2948.697601 = -1158332.350792 nChanged 5 SP:Iteration 29Q (4277.096640 sec): 3 clusters Score: Raw -1161285.112905 + Penalty 2948.697601 = -1158336.415304 nChanged 4 SP:Iteration 30Q (4277.150325 sec): 3 clusters Score: Raw -1161286.897149 + Penalty 2948.697601 = -1158338.199548 nChanged 3 SP:Iteration 31Q (4277.214046 sec): 3 clusters Score: Raw -1161288.399639 + Penalty 2948.697601 = -1158339.702038 nChanged 5 SP:Iteration 32Q (4277.268776 sec): 3 clusters Score: Raw -1161291.605428 + Penalty 2948.697601 = -1158342.907827 nChanged 7 SP:Iteration 33Q (4277.320892 sec): 3 clusters Score: Raw -1161297.565715 + Penalty 2948.697601 = -1158348.868114 nChanged 5 SP:Iteration 34Q (4277.375327 sec): 3 clusters Score: Raw -1161299.975604 + Penalty 2948.697601 = -1158351.278003 nChanged 4 SP:Iteration 35Q (4277.435889 sec): 3 clusters Score: Raw -1161301.339904 + Penalty 2948.697601 = -1158352.642302 nChanged 3 SP:Iteration 36Q (4277.482416 sec): 3 clusters Score: Raw -1161303.212000 + Penalty 2948.697601 = -1158354.514399 nChanged 1 SP:Iteration 37Q (4277.542461 sec): 3 clusters Score: Raw -1161303.693864 + Penalty 2948.697601 = -1158354.996262 nChanged 0 SP:Iteration 38F (4277.608909 sec): 3 clusters Score: Raw -1161303.693864 + Penalty 2948.697601 = -1158354.996262 nChanged 0 Trying to split cluster 13 (7244 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4277.636938 sec): 2 clusters Score: Raw -982987.287813 + Penalty 1444.288433 = -981542.999380 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4277.704326 sec): 3 clusters Score: Raw -979030.616099 + Penalty 2888.576866 = -976142.039233 nChanged 3073 SP:Iteration 1F (4277.764129 sec): 3 clusters Score: Raw -980687.635251 + Penalty 2888.576866 = -977799.058385 nChanged 485 SP:Iteration 2F (4277.812818 sec): 3 clusters Score: Raw -980939.574400 + Penalty 2888.576866 = -978050.997534 nChanged 400 SP:Iteration 3F (4277.872331 sec): 3 clusters Score: Raw -981155.085644 + Penalty 2888.576866 = -978266.508778 nChanged 380 SP:Iteration 4F (4277.929366 sec): 3 clusters Score: Raw -981397.007636 + Penalty 2888.576866 = -978508.430770 nChanged 388 SP:Iteration 5F (4277.978944 sec): 3 clusters Score: Raw -981651.089095 + Penalty 2888.576866 = -978762.512229 nChanged 393 SP:Iteration 6F (4278.036928 sec): 3 clusters Score: Raw -981922.782874 + Penalty 2888.576866 = -979034.206008 nChanged 399 SP:Iteration 7F (4278.091879 sec): 3 clusters Score: Raw -982180.659184 + Penalty 2888.576866 = -979292.082318 nChanged 376 SP:Iteration 8F (4278.152102 sec): 3 clusters Score: Raw -982445.225920 + Penalty 2888.576866 = -979556.649053 nChanged 384 SP:Iteration 9F (4278.205071 sec): 3 clusters Score: Raw -982715.595315 + Penalty 2888.576866 = -979827.018449 nChanged 339 SP:Iteration 10Q (4278.264641 sec): 3 clusters Score: Raw -982932.642772 + Penalty 2888.576866 = -980044.065906 nChanged 268 SP:Iteration 11Q (4278.324789 sec): 3 clusters Score: Raw -983091.303423 + Penalty 2888.576866 = -980202.726557 nChanged 197 SP:Iteration 12Q (4278.383699 sec): 3 clusters Score: Raw -983202.110084 + Penalty 2888.576866 = -980313.533217 nChanged 175 SP:Iteration 13Q (4278.443612 sec): 3 clusters Score: Raw -983299.336550 + Penalty 2888.576866 = -980410.759684 nChanged 134 SP:Iteration 14Q (4278.491306 sec): 3 clusters Score: Raw -983367.992102 + Penalty 2888.576866 = -980479.415235 nChanged 112 SP:Iteration 15Q (4278.556852 sec): 3 clusters Score: Raw -983406.918408 + Penalty 2888.576866 = -980518.341542 nChanged 78 SP:Iteration 16Q (4278.620435 sec): 3 clusters Score: Raw -983433.655131 + Penalty 2888.576866 = -980545.078265 nChanged 52 SP:Iteration 17Q (4278.673729 sec): 3 clusters Score: Raw -983453.391494 + Penalty 2888.576866 = -980564.814628 nChanged 54 SP:Iteration 18Q (4278.728600 sec): 3 clusters Score: Raw -983471.656054 + Penalty 2888.576866 = -980583.079187 nChanged 46 SP:Iteration 19Q (4278.780459 sec): 3 clusters Score: Raw -983484.799072 + Penalty 2888.576866 = -980596.222206 nChanged 44 SP:Iteration 20F (4278.837469 sec): 3 clusters Score: Raw -983499.979756 + Penalty 2888.576866 = -980611.402890 nChanged 37 SP:Iteration 21Q (4278.896374 sec): 3 clusters Score: Raw -983510.633924 + Penalty 2888.576866 = -980622.057058 nChanged 40 SP:Iteration 22Q (4278.954243 sec): 3 clusters Score: Raw -983523.686878 + Penalty 2888.576866 = -980635.110012 nChanged 35 SP:Iteration 23Q (4279.012168 sec): 3 clusters Score: Raw -983533.978552 + Penalty 2888.576866 = -980645.401686 nChanged 32 SP:Iteration 24Q (4279.069241 sec): 3 clusters Score: Raw -983543.690638 + Penalty 2888.576866 = -980655.113772 nChanged 29 SP:Iteration 25Q (4279.134927 sec): 3 clusters Score: Raw -983552.224592 + Penalty 2888.576866 = -980663.647725 nChanged 29 SP:Iteration 26Q (4279.183133 sec): 3 clusters Score: Raw -983560.530830 + Penalty 2888.576866 = -980671.953964 nChanged 26 SP:Iteration 27Q (4279.241493 sec): 3 clusters Score: Raw -983567.104038 + Penalty 2888.576866 = -980678.527172 nChanged 22 SP:Iteration 28Q (4279.302121 sec): 3 clusters Score: Raw -983572.154188 + Penalty 2888.576866 = -980683.577322 nChanged 20 SP:Iteration 29Q (4279.348322 sec): 3 clusters Score: Raw -983578.687594 + Penalty 2888.576866 = -980690.110728 nChanged 18 SP:Iteration 30Q (4279.412322 sec): 3 clusters Score: Raw -983584.552015 + Penalty 2888.576866 = -980695.975149 nChanged 21 SP:Iteration 31Q (4279.471594 sec): 3 clusters Score: Raw -983591.585588 + Penalty 2888.576866 = -980703.008722 nChanged 22 SP:Iteration 32Q (4279.514902 sec): 3 clusters Score: Raw -983599.656149 + Penalty 2888.576866 = -980711.079283 nChanged 20 SP:Iteration 33Q (4279.576179 sec): 3 clusters Score: Raw -983606.712227 + Penalty 2888.576866 = -980718.135361 nChanged 21 SP:Iteration 34Q (4279.633700 sec): 3 clusters Score: Raw -983613.946975 + Penalty 2888.576866 = -980725.370109 nChanged 17 SP:Iteration 35Q (4279.689291 sec): 3 clusters Score: Raw -983618.909818 + Penalty 2888.576866 = -980730.332952 nChanged 16 SP:Iteration 36Q (4279.746492 sec): 3 clusters Score: Raw -983623.887926 + Penalty 2888.576866 = -980735.311059 nChanged 15 SP:Iteration 37Q (4279.810350 sec): 3 clusters Score: Raw -983629.661621 + Penalty 2888.576866 = -980741.084755 nChanged 19 SP:Iteration 38Q (4279.863649 sec): 3 clusters Score: Raw -983634.960275 + Penalty 2888.576866 = -980746.383408 nChanged 15 SP:Iteration 39Q (4279.915485 sec): 3 clusters Score: Raw -983639.422740 + Penalty 2888.576866 = -980750.845874 nChanged 9 SP:Iteration 40F (4279.976262 sec): 3 clusters Score: Raw -983642.565896 + Penalty 2888.576866 = -980753.989030 nChanged 10 SP:Iteration 41Q (4280.029645 sec): 3 clusters Score: Raw -983645.518194 + Penalty 2888.576866 = -980756.941328 nChanged 10 SP:Iteration 42Q (4280.087808 sec): 3 clusters Score: Raw -983650.372731 + Penalty 2888.576866 = -980761.795865 nChanged 11 SP:Iteration 43Q (4280.131725 sec): 3 clusters Score: Raw -983654.378931 + Penalty 2888.576866 = -980765.802065 nChanged 8 SP:Iteration 44Q (4280.188500 sec): 3 clusters Score: Raw -983656.945932 + Penalty 2888.576866 = -980768.369066 nChanged 10 SP:Iteration 45Q (4280.240807 sec): 3 clusters Score: Raw -983660.117669 + Penalty 2888.576866 = -980771.540803 nChanged 8 SP:Iteration 46Q (4280.291905 sec): 3 clusters Score: Raw -983663.864230 + Penalty 2888.576866 = -980775.287363 nChanged 7 SP:Iteration 47Q (4280.350842 sec): 3 clusters Score: Raw -983666.006945 + Penalty 2888.576866 = -980777.430079 nChanged 7 SP:Iteration 48Q (4280.415880 sec): 3 clusters Score: Raw -983668.243233 + Penalty 2888.576866 = -980779.666367 nChanged 7 SP:Iteration 49Q (4280.460616 sec): 3 clusters Score: Raw -983669.833414 + Penalty 2888.576866 = -980781.256548 nChanged 4 SP:Iteration 50Q (4280.527235 sec): 3 clusters Score: Raw -983670.659336 + Penalty 2888.576866 = -980782.082470 nChanged 2 SP:Iteration 51Q (4280.578650 sec): 3 clusters Score: Raw -983671.876478 + Penalty 2888.576866 = -980783.299612 nChanged 5 SP:Iteration 52Q (4280.627282 sec): 3 clusters Score: Raw -983673.450759 + Penalty 2888.576866 = -980784.873893 nChanged 5 SP:Iteration 53Q (4280.677722 sec): 3 clusters Score: Raw -983675.003444 + Penalty 2888.576866 = -980786.426578 nChanged 4 SP:Iteration 54Q (4280.729088 sec): 3 clusters Score: Raw -983675.798601 + Penalty 2888.576866 = -980787.221735 nChanged 3 SP:Iteration 55Q (4280.782492 sec): 3 clusters Score: Raw -983676.990532 + Penalty 2888.576866 = -980788.413666 nChanged 3 SP:Iteration 56Q (4280.824685 sec): 3 clusters Score: Raw -983678.379422 + Penalty 2888.576866 = -980789.802556 nChanged 5 SP:Iteration 57Q (4280.870210 sec): 3 clusters Score: Raw -983680.402773 + Penalty 2888.576866 = -980791.825907 nChanged 6 SP:Iteration 58Q (4280.940211 sec): 3 clusters Score: Raw -983681.793789 + Penalty 2888.576866 = -980793.216923 nChanged 1 SP:Iteration 59Q (4280.986867 sec): 3 clusters Score: Raw -983682.004485 + Penalty 2888.576866 = -980793.427618 nChanged 0 SP:Iteration 60F (4281.043090 sec): 3 clusters Score: Raw -983682.004485 + Penalty 2888.576866 = -980793.427618 nChanged 0 Trying to split cluster 14 (8059 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4281.089326 sec): 2 clusters Score: Raw -1070173.998828 + Penalty 1461.613523 = -1068712.385304 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4281.148096 sec): 3 clusters Score: Raw -1065663.283235 + Penalty 2923.227046 = -1062740.056189 nChanged 3444 SP:Iteration 1F (4281.200627 sec): 3 clusters Score: Raw -1067602.575479 + Penalty 2923.227046 = -1064679.348432 nChanged 520 SP:Iteration 2F (4281.260916 sec): 3 clusters Score: Raw -1067865.991783 + Penalty 2923.227046 = -1064942.764736 nChanged 432 SP:Iteration 3F (4281.333951 sec): 3 clusters Score: Raw -1068062.128825 + Penalty 2923.227046 = -1065138.901779 nChanged 329 SP:Iteration 4Q (4281.389761 sec): 3 clusters Score: Raw -1068212.123593 + Penalty 2923.227046 = -1065288.896547 nChanged 304 SP:Iteration 5Q (4281.442867 sec): 3 clusters Score: Raw -1068352.434332 + Penalty 2923.227046 = -1065429.207286 nChanged 300 SP:Iteration 6Q (4281.502242 sec): 3 clusters Score: Raw -1068495.329400 + Penalty 2923.227046 = -1065572.102353 nChanged 278 SP:Iteration 7Q (4281.549335 sec): 3 clusters Score: Raw -1068644.129638 + Penalty 2923.227046 = -1065720.902592 nChanged 291 SP:Iteration 8Q (4281.620779 sec): 3 clusters Score: Raw -1068788.836912 + Penalty 2923.227046 = -1065865.609865 nChanged 292 SP:Iteration 9Q (4281.681939 sec): 3 clusters Score: Raw -1068951.868670 + Penalty 2923.227046 = -1066028.641624 nChanged 268 SP:Iteration 10Q (4281.744517 sec): 3 clusters Score: Raw -1069100.216113 + Penalty 2923.227046 = -1066176.989067 nChanged 268 SP:Iteration 11Q (4281.804992 sec): 3 clusters Score: Raw -1069254.989813 + Penalty 2923.227046 = -1066331.762767 nChanged 229 SP:Iteration 12Q (4281.856408 sec): 3 clusters Score: Raw -1069409.337380 + Penalty 2923.227046 = -1066486.110334 nChanged 248 SP:Iteration 13Q (4281.913958 sec): 3 clusters Score: Raw -1069553.821817 + Penalty 2923.227046 = -1066630.594771 nChanged 185 SP:Iteration 14Q (4281.983396 sec): 3 clusters Score: Raw -1069650.748894 + Penalty 2923.227046 = -1066727.521847 nChanged 151 SP:Iteration 15Q (4282.027446 sec): 3 clusters Score: Raw -1069743.922086 + Penalty 2923.227046 = -1066820.695040 nChanged 141 SP:Iteration 16Q (4282.084094 sec): 3 clusters Score: Raw -1069823.291700 + Penalty 2923.227046 = -1066900.064654 nChanged 121 SP:Iteration 17Q (4282.144131 sec): 3 clusters Score: Raw -1069885.534390 + Penalty 2923.227046 = -1066962.307344 nChanged 92 SP:Iteration 18Q (4282.190718 sec): 3 clusters Score: Raw -1069932.758129 + Penalty 2923.227046 = -1067009.531082 nChanged 86 SP:Iteration 19Q (4282.238859 sec): 3 clusters Score: Raw -1069983.525846 + Penalty 2923.227046 = -1067060.298800 nChanged 77 SP:Iteration 20F (4282.293289 sec): 3 clusters Score: Raw -1070028.614708 + Penalty 2923.227046 = -1067105.387661 nChanged 68 SP:Iteration 21Q (4282.351463 sec): 3 clusters Score: Raw -1070071.744641 + Penalty 2923.227046 = -1067148.517595 nChanged 57 SP:Iteration 22Q (4282.399911 sec): 3 clusters Score: Raw -1070109.009802 + Penalty 2923.227046 = -1067185.782756 nChanged 58 SP:Iteration 23Q (4282.456082 sec): 3 clusters Score: Raw -1070142.086771 + Penalty 2923.227046 = -1067218.859724 nChanged 47 SP:Iteration 24Q (4282.510604 sec): 3 clusters Score: Raw -1070168.487580 + Penalty 2923.227046 = -1067245.260533 nChanged 39 SP:Iteration 25Q (4282.574178 sec): 3 clusters Score: Raw -1070194.729363 + Penalty 2923.227046 = -1067271.502317 nChanged 33 SP:Iteration 26Q (4282.616719 sec): 3 clusters Score: Raw -1070219.054710 + Penalty 2923.227046 = -1067295.827664 nChanged 31 SP:Iteration 27Q (4282.673749 sec): 3 clusters Score: Raw -1070235.446025 + Penalty 2923.227046 = -1067312.218979 nChanged 28 SP:Iteration 28Q (4282.742276 sec): 3 clusters Score: Raw -1070252.598083 + Penalty 2923.227046 = -1067329.371036 nChanged 23 SP:Iteration 29Q (4282.788859 sec): 3 clusters Score: Raw -1070266.399288 + Penalty 2923.227046 = -1067343.172242 nChanged 26 SP:Iteration 30Q (4282.856503 sec): 3 clusters Score: Raw -1070280.777208 + Penalty 2923.227046 = -1067357.550162 nChanged 25 SP:Iteration 31Q (4282.915852 sec): 3 clusters Score: Raw -1070296.940805 + Penalty 2923.227046 = -1067373.713759 nChanged 26 SP:Iteration 32Q (4282.977333 sec): 3 clusters Score: Raw -1070314.179910 + Penalty 2923.227046 = -1067390.952863 nChanged 24 SP:Iteration 33Q (4283.038158 sec): 3 clusters Score: Raw -1070328.307012 + Penalty 2923.227046 = -1067405.079966 nChanged 14 SP:Iteration 34Q (4283.098346 sec): 3 clusters Score: Raw -1070334.565160 + Penalty 2923.227046 = -1067411.338114 nChanged 12 SP:Iteration 35Q (4283.145644 sec): 3 clusters Score: Raw -1070340.407039 + Penalty 2923.227046 = -1067417.179993 nChanged 8 SP:Iteration 36Q (4283.202693 sec): 3 clusters Score: Raw -1070343.232844 + Penalty 2923.227046 = -1067420.005797 nChanged 6 SP:Iteration 37Q (4283.269333 sec): 3 clusters Score: Raw -1070346.453320 + Penalty 2923.227046 = -1067423.226274 nChanged 5 SP:Iteration 38Q (4283.330906 sec): 3 clusters Score: Raw -1070349.256577 + Penalty 2923.227046 = -1067426.029531 nChanged 6 SP:Iteration 39Q (4283.388793 sec): 3 clusters Score: Raw -1070354.207764 + Penalty 2923.227046 = -1067430.980718 nChanged 7 SP:Iteration 40F (4283.448859 sec): 3 clusters Score: Raw -1070358.043838 + Penalty 2923.227046 = -1067434.816792 nChanged 4 SP:Iteration 41Q (4283.509300 sec): 3 clusters Score: Raw -1070361.106054 + Penalty 2923.227046 = -1067437.879007 nChanged 7 SP:Iteration 42Q (4283.569806 sec): 3 clusters Score: Raw -1070366.591674 + Penalty 2923.227046 = -1067443.364627 nChanged 7 SP:Iteration 43Q (4283.624415 sec): 3 clusters Score: Raw -1070369.958027 + Penalty 2923.227046 = -1067446.730980 nChanged 7 SP:Iteration 44Q (4283.684415 sec): 3 clusters Score: Raw -1070373.509615 + Penalty 2923.227046 = -1067450.282569 nChanged 6 SP:Iteration 45Q (4283.734788 sec): 3 clusters Score: Raw -1070375.959594 + Penalty 2923.227046 = -1067452.732548 nChanged 4 SP:Iteration 46Q (4283.795768 sec): 3 clusters Score: Raw -1070378.539196 + Penalty 2923.227046 = -1067455.312149 nChanged 2 SP:Iteration 47Q (4283.852847 sec): 3 clusters Score: Raw -1070380.368747 + Penalty 2923.227046 = -1067457.141701 nChanged 2 SP:Iteration 48Q (4283.907958 sec): 3 clusters Score: Raw -1070381.255673 + Penalty 2923.227046 = -1067458.028626 nChanged 0 SP:Iteration 49F (4283.969218 sec): 3 clusters Score: Raw -1070381.255673 + Penalty 2923.227046 = -1067458.028626 nChanged 0 Trying to split cluster 15 (66080 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4284.080256 sec): 2 clusters Score: Raw -8579031.608293 + Penalty 1803.525979 = -8577228.082314 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4284.225577 sec): 3 clusters Score: Raw -8536465.049534 + Penalty 3607.051958 = -8532857.997576 nChanged 31383 SP:Iteration 1F (4284.375568 sec): 3 clusters Score: Raw -8554916.310320 + Penalty 3607.051958 = -8551309.258362 nChanged 2954 SP:Iteration 2Q (4284.545611 sec): 3 clusters Score: Raw -8556045.842174 + Penalty 3607.051958 = -8552438.790217 nChanged 3300 SP:Iteration 3Q (4284.709392 sec): 3 clusters Score: Raw -8557663.640904 + Penalty 3607.051958 = -8554056.588947 nChanged 3948 SP:Iteration 4F (4284.854579 sec): 3 clusters Score: Raw -8560192.793223 + Penalty 3607.051958 = -8556585.741266 nChanged 4527 SP:Iteration 5F (4285.014483 sec): 3 clusters Score: Raw -8563604.160719 + Penalty 3607.051958 = -8559997.108761 nChanged 4661 SP:Iteration 6F (4285.165148 sec): 3 clusters Score: Raw -8567369.152311 + Penalty 3607.051958 = -8563762.100353 nChanged 4012 SP:Iteration 7F (4285.321462 sec): 3 clusters Score: Raw -8570554.394776 + Penalty 3607.051958 = -8566947.342818 nChanged 3196 SP:Iteration 8Q (4285.478531 sec): 3 clusters Score: Raw -8572798.200102 + Penalty 3607.051958 = -8569191.148144 nChanged 2313 SP:Iteration 9Q (4285.633778 sec): 3 clusters Score: Raw -8574129.616771 + Penalty 3607.051958 = -8570522.564813 nChanged 1641 SP:Iteration 10Q (4285.776257 sec): 3 clusters Score: Raw -8574934.328546 + Penalty 3607.051958 = -8571327.276589 nChanged 1215 SP:Iteration 11Q (4285.925757 sec): 3 clusters Score: Raw -8575470.754271 + Penalty 3607.051958 = -8571863.702314 nChanged 1037 SP:Iteration 12Q (4286.064486 sec): 3 clusters Score: Raw -8575907.705024 + Penalty 3607.051958 = -8572300.653067 nChanged 869 SP:Iteration 13Q (4286.211652 sec): 3 clusters Score: Raw -8576237.396076 + Penalty 3607.051958 = -8572630.344118 nChanged 716 SP:Iteration 14Q (4286.358306 sec): 3 clusters Score: Raw -8576506.095149 + Penalty 3607.051958 = -8572899.043192 nChanged 665 SP:Iteration 15Q (4286.496915 sec): 3 clusters Score: Raw -8576758.550383 + Penalty 3607.051958 = -8573151.498425 nChanged 609 SP:Iteration 16Q (4286.632693 sec): 3 clusters Score: Raw -8576974.516786 + Penalty 3607.051958 = -8573367.464828 nChanged 559 SP:Iteration 17Q (4286.767010 sec): 3 clusters Score: Raw -8577192.431493 + Penalty 3607.051958 = -8573585.379535 nChanged 565 SP:Iteration 18Q (4286.911253 sec): 3 clusters Score: Raw -8577422.942063 + Penalty 3607.051958 = -8573815.890106 nChanged 527 SP:Iteration 19Q (4287.045437 sec): 3 clusters Score: Raw -8577647.038760 + Penalty 3607.051958 = -8574039.986802 nChanged 490 SP:Iteration 20F (4287.191318 sec): 3 clusters Score: Raw -8577879.952586 + Penalty 3607.051958 = -8574272.900629 nChanged 446 SP:Iteration 21Q (4287.317448 sec): 3 clusters Score: Raw -8578105.750634 + Penalty 3607.051958 = -8574498.698677 nChanged 393 SP:Iteration 22Q (4287.450009 sec): 3 clusters Score: Raw -8578333.285980 + Penalty 3607.051958 = -8574726.234023 nChanged 383 SP:Iteration 23Q (4287.585833 sec): 3 clusters Score: Raw -8578584.133181 + Penalty 3607.051958 = -8574977.081223 nChanged 387 SP:Iteration 24Q (4287.713105 sec): 3 clusters Score: Raw -8578834.019546 + Penalty 3607.051958 = -8575226.967589 nChanged 404 SP:Iteration 25Q (4287.831433 sec): 3 clusters Score: Raw -8579084.166227 + Penalty 3607.051958 = -8575477.114269 nChanged 395 SP:Iteration 26Q (4287.963122 sec): 3 clusters Score: Raw -8579318.159157 + Penalty 3607.051958 = -8575711.107199 nChanged 348 SP:Iteration 27Q (4288.085860 sec): 3 clusters Score: Raw -8579482.656851 + Penalty 3607.051958 = -8575875.604894 nChanged 306 SP:Iteration 28Q (4288.220077 sec): 3 clusters Score: Raw -8579618.126367 + Penalty 3607.051958 = -8576011.074410 nChanged 296 SP:Iteration 29Q (4288.346304 sec): 3 clusters Score: Raw -8579742.190203 + Penalty 3607.051958 = -8576135.138245 nChanged 266 SP:Iteration 30Q (4288.478474 sec): 3 clusters Score: Raw -8579852.285494 + Penalty 3607.051958 = -8576245.233536 nChanged 250 SP:Iteration 31Q (4288.605206 sec): 3 clusters Score: Raw -8579939.566495 + Penalty 3607.051958 = -8576332.514537 nChanged 207 SP:Iteration 32Q (4288.734844 sec): 3 clusters Score: Raw -8580001.001294 + Penalty 3607.051958 = -8576393.949336 nChanged 175 SP:Iteration 33Q (4288.873271 sec): 3 clusters Score: Raw -8580046.113778 + Penalty 3607.051958 = -8576439.061820 nChanged 136 SP:Iteration 34Q (4289.012530 sec): 3 clusters Score: Raw -8580079.211862 + Penalty 3607.051958 = -8576472.159904 nChanged 123 SP:Iteration 35Q (4289.144973 sec): 3 clusters Score: Raw -8580103.433440 + Penalty 3607.051958 = -8576496.381483 nChanged 87 SP:Iteration 36Q (4289.278148 sec): 3 clusters Score: Raw -8580120.436343 + Penalty 3607.051958 = -8576513.384386 nChanged 71 SP:Iteration 37Q (4289.408060 sec): 3 clusters Score: Raw -8580131.497460 + Penalty 3607.051958 = -8576524.445502 nChanged 61 SP:Iteration 38Q (4289.536230 sec): 3 clusters Score: Raw -8580139.767519 + Penalty 3607.051958 = -8576532.715561 nChanged 59 SP:Iteration 39Q (4289.666468 sec): 3 clusters Score: Raw -8580147.588737 + Penalty 3607.051958 = -8576540.536780 nChanged 46 SP:Iteration 40F (4289.818936 sec): 3 clusters Score: Raw -8580184.176093 + Penalty 3607.051958 = -8576577.124135 nChanged 70 SP:Iteration 41Q (4289.952830 sec): 3 clusters Score: Raw -8580197.736912 + Penalty 3607.051958 = -8576590.684955 nChanged 52 SP:Iteration 42Q (4290.092021 sec): 3 clusters Score: Raw -8580205.079035 + Penalty 3607.051958 = -8576598.027077 nChanged 43 SP:Iteration 43Q (4290.214469 sec): 3 clusters Score: Raw -8580209.806660 + Penalty 3607.051958 = -8576602.754702 nChanged 33 SP:Iteration 44Q (4290.348538 sec): 3 clusters Score: Raw -8580212.990328 + Penalty 3607.051958 = -8576605.938370 nChanged 21 SP:Iteration 45Q (4290.472622 sec): 3 clusters Score: Raw -8580214.900862 + Penalty 3607.051958 = -8576607.848904 nChanged 18 SP:Iteration 46Q (4290.604421 sec): 3 clusters Score: Raw -8580216.312016 + Penalty 3607.051958 = -8576609.260058 nChanged 14 SP:Iteration 47Q (4290.729657 sec): 3 clusters Score: Raw -8580217.631213 + Penalty 3607.051958 = -8576610.579256 nChanged 10 SP:Iteration 48Q (4290.857041 sec): 3 clusters Score: Raw -8580218.745071 + Penalty 3607.051958 = -8576611.693114 nChanged 15 SP:Iteration 49Q (4291.000538 sec): 3 clusters Score: Raw -8580220.379728 + Penalty 3607.051958 = -8576613.327771 nChanged 15 SP:Iteration 50Q (4291.141109 sec): 3 clusters Score: Raw -8580221.838705 + Penalty 3607.051958 = -8576614.786747 nChanged 16 SP:Iteration 51Q (4291.272127 sec): 3 clusters Score: Raw -8580222.936216 + Penalty 3607.051958 = -8576615.884259 nChanged 15 SP:Iteration 52Q (4291.403295 sec): 3 clusters Score: Raw -8580224.022309 + Penalty 3607.051958 = -8576616.970352 nChanged 9 SP:Iteration 53Q (4291.533395 sec): 3 clusters Score: Raw -8580224.732759 + Penalty 3607.051958 = -8576617.680801 nChanged 6 SP:Iteration 54Q (4291.663558 sec): 3 clusters Score: Raw -8580225.022000 + Penalty 3607.051958 = -8576617.970042 nChanged 6 SP:Iteration 55Q (4291.786783 sec): 3 clusters Score: Raw -8580225.442832 + Penalty 3607.051958 = -8576618.390875 nChanged 4 SP:Iteration 56Q (4291.910927 sec): 3 clusters Score: Raw -8580225.754002 + Penalty 3607.051958 = -8576618.702044 nChanged 6 SP:Iteration 57Q (4292.037468 sec): 3 clusters Score: Raw -8580226.130401 + Penalty 3607.051958 = -8576619.078444 nChanged 6 SP:Iteration 58Q (4292.169911 sec): 3 clusters Score: Raw -8580226.466588 + Penalty 3607.051958 = -8576619.414631 nChanged 5 SP:Iteration 59Q (4292.297145 sec): 3 clusters Score: Raw -8580226.831252 + Penalty 3607.051958 = -8576619.779295 nChanged 5 SP:Iteration 60F (4292.442088 sec): 3 clusters Score: Raw -8580227.168923 + Penalty 3607.051958 = -8576620.116965 nChanged 4 SP:Iteration 61Q (4292.577248 sec): 3 clusters Score: Raw -8580227.415109 + Penalty 3607.051958 = -8576620.363152 nChanged 3 SP:Iteration 62Q (4292.701715 sec): 3 clusters Score: Raw -8580227.621778 + Penalty 3607.051958 = -8576620.569821 nChanged 3 SP:Iteration 63Q (4292.832759 sec): 3 clusters Score: Raw -8580227.799058 + Penalty 3607.051958 = -8576620.747100 nChanged 4 SP:Iteration 64Q (4292.962596 sec): 3 clusters Score: Raw -8580228.019581 + Penalty 3607.051958 = -8576620.967623 nChanged 6 SP:Iteration 65Q (4293.093571 sec): 3 clusters Score: Raw -8580228.516144 + Penalty 3607.051958 = -8576621.464187 nChanged 8 SP:Iteration 66Q (4293.227038 sec): 3 clusters Score: Raw -8580229.200340 + Penalty 3607.051958 = -8576622.148382 nChanged 10 SP:Iteration 67Q (4293.360823 sec): 3 clusters Score: Raw -8580230.049844 + Penalty 3607.051958 = -8576622.997886 nChanged 8 SP:Iteration 68Q (4293.496528 sec): 3 clusters Score: Raw -8580230.668479 + Penalty 3607.051958 = -8576623.616521 nChanged 11 SP:Iteration 69Q (4293.626422 sec): 3 clusters Score: Raw -8580231.424669 + Penalty 3607.051958 = -8576624.372711 nChanged 7 SP:Iteration 70Q (4293.759182 sec): 3 clusters Score: Raw -8580231.871998 + Penalty 3607.051958 = -8576624.820041 nChanged 5 SP:Iteration 71Q (4293.884375 sec): 3 clusters Score: Raw -8580232.196055 + Penalty 3607.051958 = -8576625.144097 nChanged 7 SP:Iteration 72Q (4294.007713 sec): 3 clusters Score: Raw -8580232.730603 + Penalty 3607.051958 = -8576625.678646 nChanged 6 SP:Iteration 73Q (4294.134706 sec): 3 clusters Score: Raw -8580233.034932 + Penalty 3607.051958 = -8576625.982974 nChanged 6 SP:Iteration 74Q (4294.267273 sec): 3 clusters Score: Raw -8580233.437057 + Penalty 3607.051958 = -8576626.385100 nChanged 3 SP:Iteration 75Q (4294.404823 sec): 3 clusters Score: Raw -8580233.756521 + Penalty 3607.051958 = -8576626.704564 nChanged 2 SP:Iteration 76Q (4294.539717 sec): 3 clusters Score: Raw -8580233.839066 + Penalty 3607.051958 = -8576626.787108 nChanged 1 SP:Iteration 77Q (4294.674847 sec): 3 clusters Score: Raw -8580233.894556 + Penalty 3607.051958 = -8576626.842598 nChanged 1 SP:Iteration 78Q (4294.801959 sec): 3 clusters Score: Raw -8580233.949671 + Penalty 3607.051958 = -8576626.897713 nChanged 1 SP:Iteration 79Q (4294.946198 sec): 3 clusters Score: Raw -8580233.974417 + Penalty 3607.051958 = -8576626.922459 nChanged 1 SP:Iteration 80F (4295.091213 sec): 3 clusters Score: Raw -8580234.035676 + Penalty 3607.051958 = -8576626.983719 nChanged 1 SP:Iteration 81Q (4295.223596 sec): 3 clusters Score: Raw -8580234.085571 + Penalty 3607.051958 = -8576627.033613 nChanged 1 SP:Iteration 82Q (4295.342821 sec): 3 clusters Score: Raw -8580234.144495 + Penalty 3607.051958 = -8576627.092537 nChanged 0 SP:Iteration 83F (4295.488650 sec): 3 clusters Score: Raw -8580234.144495 + Penalty 3607.051958 = -8576627.092537 nChanged 0 Trying to split cluster 16 (35141 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4295.552913 sec): 2 clusters Score: Raw -4337238.677709 + Penalty 1700.907621 = -4335537.770088 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4295.647128 sec): 3 clusters Score: Raw -4315466.489738 + Penalty 3401.815241 = -4312064.674497 nChanged 16364 SP:Iteration 1F (4295.735179 sec): 3 clusters Score: Raw -4324785.668943 + Penalty 3401.815241 = -4321383.853701 nChanged 1623 SP:Iteration 2Q (4295.844191 sec): 3 clusters Score: Raw -4325340.958845 + Penalty 3401.815241 = -4321939.143604 nChanged 1552 SP:Iteration 3Q (4295.946153 sec): 3 clusters Score: Raw -4325951.490471 + Penalty 3401.815241 = -4322549.675230 nChanged 1630 SP:Iteration 4Q (4296.058691 sec): 3 clusters Score: Raw -4326663.842432 + Penalty 3401.815241 = -4323262.027191 nChanged 1731 SP:Iteration 5Q (4296.163689 sec): 3 clusters Score: Raw -4327609.181597 + Penalty 3401.815241 = -4324207.366356 nChanged 2027 SP:Iteration 6F (4296.273891 sec): 3 clusters Score: Raw -4328916.255036 + Penalty 3401.815241 = -4325514.439795 nChanged 2283 SP:Iteration 7F (4296.368623 sec): 3 clusters Score: Raw -4330572.237746 + Penalty 3401.815241 = -4327170.422505 nChanged 2400 SP:Iteration 8F (4296.467326 sec): 3 clusters Score: Raw -4332381.104010 + Penalty 3401.815241 = -4328979.288769 nChanged 2146 SP:Iteration 9F (4296.573441 sec): 3 clusters Score: Raw -4333956.238978 + Penalty 3401.815241 = -4330554.423736 nChanged 1684 SP:Iteration 10Q (4296.659106 sec): 3 clusters Score: Raw -4335170.481211 + Penalty 3401.815241 = -4331768.665970 nChanged 1190 SP:Iteration 11Q (4296.758390 sec): 3 clusters Score: Raw -4336034.326675 + Penalty 3401.815241 = -4332632.511434 nChanged 803 SP:Iteration 12Q (4296.869109 sec): 3 clusters Score: Raw -4336599.321736 + Penalty 3401.815241 = -4333197.506494 nChanged 477 SP:Iteration 13Q (4296.956977 sec): 3 clusters Score: Raw -4336931.570533 + Penalty 3401.815241 = -4333529.755292 nChanged 298 SP:Iteration 14Q (4297.051463 sec): 3 clusters Score: Raw -4337149.566361 + Penalty 3401.815241 = -4333747.751120 nChanged 196 SP:Iteration 15Q (4297.154953 sec): 3 clusters Score: Raw -4337303.506276 + Penalty 3401.815241 = -4333901.691035 nChanged 147 SP:Iteration 16Q (4297.243145 sec): 3 clusters Score: Raw -4337425.506428 + Penalty 3401.815241 = -4334023.691187 nChanged 102 SP:Iteration 17Q (4297.344185 sec): 3 clusters Score: Raw -4337517.540891 + Penalty 3401.815241 = -4334115.725650 nChanged 93 SP:Iteration 18Q (4297.440484 sec): 3 clusters Score: Raw -4337593.906521 + Penalty 3401.815241 = -4334192.091280 nChanged 76 SP:Iteration 19Q (4297.530000 sec): 3 clusters Score: Raw -4337644.467079 + Penalty 3401.815241 = -4334242.651838 nChanged 56 SP:Iteration 20F (4297.629374 sec): 3 clusters Score: Raw -4337676.711469 + Penalty 3401.815241 = -4334274.896228 nChanged 34 SP:Iteration 21Q (4297.713676 sec): 3 clusters Score: Raw -4337699.438599 + Penalty 3401.815241 = -4334297.623358 nChanged 28 SP:Iteration 22Q (4297.797817 sec): 3 clusters Score: Raw -4337717.157335 + Penalty 3401.815241 = -4334315.342094 nChanged 24 SP:Iteration 23Q (4297.885095 sec): 3 clusters Score: Raw -4337729.366102 + Penalty 3401.815241 = -4334327.550861 nChanged 27 SP:Iteration 24Q (4297.974923 sec): 3 clusters Score: Raw -4337746.650681 + Penalty 3401.815241 = -4334344.835440 nChanged 26 SP:Iteration 25Q (4298.063573 sec): 3 clusters Score: Raw -4337763.538011 + Penalty 3401.815241 = -4334361.722770 nChanged 16 SP:Iteration 26Q (4298.157507 sec): 3 clusters Score: Raw -4337774.886765 + Penalty 3401.815241 = -4334373.071524 nChanged 20 SP:Iteration 27Q (4298.247529 sec): 3 clusters Score: Raw -4337786.476886 + Penalty 3401.815241 = -4334384.661645 nChanged 12 SP:Iteration 28Q (4298.331380 sec): 3 clusters Score: Raw -4337790.815115 + Penalty 3401.815241 = -4334388.999874 nChanged 7 SP:Iteration 29Q (4298.422080 sec): 3 clusters Score: Raw -4337793.110265 + Penalty 3401.815241 = -4334391.295024 nChanged 5 SP:Iteration 30Q (4298.511098 sec): 3 clusters Score: Raw -4337795.079073 + Penalty 3401.815241 = -4334393.263832 nChanged 3 SP:Iteration 31Q (4298.591538 sec): 3 clusters Score: Raw -4337795.799148 + Penalty 3401.815241 = -4334393.983907 nChanged 0 SP:Iteration 32F (4298.696803 sec): 3 clusters Score: Raw -4337795.799148 + Penalty 3401.815241 = -4334393.983907 nChanged 0 Trying to split cluster 17 (5171 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4298.715631 sec): 2 clusters Score: Raw -660792.878833 + Penalty 1389.508473 = -659403.370360 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4298.771518 sec): 3 clusters Score: Raw -658133.781446 + Penalty 2779.016946 = -655354.764500 nChanged 2079 SP:Iteration 1F (4298.820227 sec): 3 clusters Score: Raw -659365.421879 + Penalty 2779.016946 = -656586.404933 nChanged 393 SP:Iteration 2F (4298.876754 sec): 3 clusters Score: Raw -659596.995341 + Penalty 2779.016946 = -656817.978395 nChanged 295 SP:Iteration 3F (4298.933648 sec): 3 clusters Score: Raw -659750.566276 + Penalty 2779.016946 = -656971.549330 nChanged 227 SP:Iteration 4Q (4298.978350 sec): 3 clusters Score: Raw -659896.374725 + Penalty 2779.016946 = -657117.357779 nChanged 189 SP:Iteration 5Q (4299.041809 sec): 3 clusters Score: Raw -660019.231493 + Penalty 2779.016946 = -657240.214547 nChanged 204 SP:Iteration 6Q (4299.084386 sec): 3 clusters Score: Raw -660160.199076 + Penalty 2779.016946 = -657381.182130 nChanged 204 SP:Iteration 7Q (4299.138536 sec): 3 clusters Score: Raw -660349.087535 + Penalty 2779.016946 = -657570.070589 nChanged 260 SP:Iteration 8F (4299.189754 sec): 3 clusters Score: Raw -660604.545191 + Penalty 2779.016946 = -657825.528245 nChanged 258 SP:Iteration 9Q (4299.234653 sec): 3 clusters Score: Raw -660882.326515 + Penalty 2779.016946 = -658103.309569 nChanged 200 SP:Iteration 10Q (4299.299798 sec): 3 clusters Score: Raw -661074.983701 + Penalty 2779.016946 = -658295.966755 nChanged 153 SP:Iteration 11Q (4299.341650 sec): 3 clusters Score: Raw -661203.533216 + Penalty 2779.016946 = -658424.516270 nChanged 114 SP:Iteration 12Q (4299.392528 sec): 3 clusters Score: Raw -661265.755502 + Penalty 2779.016946 = -658486.738556 nChanged 97 SP:Iteration 13Q (4299.442736 sec): 3 clusters Score: Raw -661304.223009 + Penalty 2779.016946 = -658525.206063 nChanged 81 SP:Iteration 14Q (4299.492125 sec): 3 clusters Score: Raw -661327.047616 + Penalty 2779.016946 = -658548.030670 nChanged 68 SP:Iteration 15Q (4299.555256 sec): 3 clusters Score: Raw -661350.168900 + Penalty 2779.016946 = -658571.151954 nChanged 75 SP:Iteration 16Q (4299.594378 sec): 3 clusters Score: Raw -661381.246170 + Penalty 2779.016946 = -658602.229224 nChanged 62 SP:Iteration 17Q (4299.649679 sec): 3 clusters Score: Raw -661405.230008 + Penalty 2779.016946 = -658626.213062 nChanged 59 SP:Iteration 18Q (4299.694719 sec): 3 clusters Score: Raw -661427.184610 + Penalty 2779.016946 = -658648.167664 nChanged 56 SP:Iteration 19Q (4299.748485 sec): 3 clusters Score: Raw -661450.367471 + Penalty 2779.016946 = -658671.350525 nChanged 59 SP:Iteration 20F (4299.805792 sec): 3 clusters Score: Raw -661469.844552 + Penalty 2779.016946 = -658690.827606 nChanged 46 SP:Iteration 21Q (4299.859751 sec): 3 clusters Score: Raw -661484.978355 + Penalty 2779.016946 = -658705.961409 nChanged 44 SP:Iteration 22Q (4299.916039 sec): 3 clusters Score: Raw -661498.477813 + Penalty 2779.016946 = -658719.460867 nChanged 46 SP:Iteration 23Q (4299.982645 sec): 3 clusters Score: Raw -661511.604884 + Penalty 2779.016946 = -658732.587938 nChanged 44 SP:Iteration 24Q (4300.034116 sec): 3 clusters Score: Raw -661523.063465 + Penalty 2779.016946 = -658744.046519 nChanged 40 SP:Iteration 25Q (4300.087855 sec): 3 clusters Score: Raw -661535.219339 + Penalty 2779.016946 = -658756.202393 nChanged 33 SP:Iteration 26Q (4300.149646 sec): 3 clusters Score: Raw -661544.946020 + Penalty 2779.016946 = -658765.929074 nChanged 31 SP:Iteration 27Q (4300.207009 sec): 3 clusters Score: Raw -661552.567738 + Penalty 2779.016946 = -658773.550792 nChanged 27 SP:Iteration 28Q (4300.259822 sec): 3 clusters Score: Raw -661559.328941 + Penalty 2779.016946 = -658780.311995 nChanged 23 SP:Iteration 29Q (4300.321557 sec): 3 clusters Score: Raw -661564.487230 + Penalty 2779.016946 = -658785.470284 nChanged 18 SP:Iteration 30Q (4300.365276 sec): 3 clusters Score: Raw -661570.682923 + Penalty 2779.016946 = -658791.665977 nChanged 18 SP:Iteration 31Q (4300.433531 sec): 3 clusters Score: Raw -661577.487300 + Penalty 2779.016946 = -658798.470354 nChanged 27 SP:Iteration 32Q (4300.474206 sec): 3 clusters Score: Raw -661586.853513 + Penalty 2779.016946 = -658807.836566 nChanged 33 SP:Iteration 33Q (4300.528861 sec): 3 clusters Score: Raw -661601.146450 + Penalty 2779.016946 = -658822.129504 nChanged 47 SP:Iteration 34Q (4300.593011 sec): 3 clusters Score: Raw -661624.511654 + Penalty 2779.016946 = -658845.494708 nChanged 52 SP:Iteration 35Q (4300.648509 sec): 3 clusters Score: Raw -661655.348394 + Penalty 2779.016946 = -658876.331448 nChanged 47 SP:Iteration 36Q (4300.696880 sec): 3 clusters Score: Raw -661678.222305 + Penalty 2779.016946 = -658899.205359 nChanged 40 SP:Iteration 37Q (4300.764056 sec): 3 clusters Score: Raw -661696.268321 + Penalty 2779.016946 = -658917.251375 nChanged 42 SP:Iteration 38Q (4300.809062 sec): 3 clusters Score: Raw -661716.849369 + Penalty 2779.016946 = -658937.832423 nChanged 39 SP:Iteration 39Q (4300.867749 sec): 3 clusters Score: Raw -661732.412241 + Penalty 2779.016946 = -658953.395295 nChanged 35 SP:Iteration 40F (4300.913590 sec): 3 clusters Score: Raw -661746.882652 + Penalty 2779.016946 = -658967.865706 nChanged 44 SP:Iteration 41Q (4300.965677 sec): 3 clusters Score: Raw -661770.025628 + Penalty 2779.016946 = -658991.008682 nChanged 41 SP:Iteration 42Q (4301.028445 sec): 3 clusters Score: Raw -661789.886778 + Penalty 2779.016946 = -659010.869832 nChanged 44 SP:Iteration 43Q (4301.084402 sec): 3 clusters Score: Raw -661813.878328 + Penalty 2779.016946 = -659034.861382 nChanged 36 SP:Iteration 44Q (4301.120652 sec): 3 clusters Score: Raw -661834.540254 + Penalty 2779.016946 = -659055.523308 nChanged 37 SP:Iteration 45Q (4301.185385 sec): 3 clusters Score: Raw -661859.265720 + Penalty 2779.016946 = -659080.248774 nChanged 39 SP:Iteration 46Q (4301.240538 sec): 3 clusters Score: Raw -661890.231709 + Penalty 2779.016946 = -659111.214763 nChanged 51 SP:Iteration 47Q (4301.286058 sec): 3 clusters Score: Raw -661973.310201 + Penalty 2779.016946 = -659194.293255 nChanged 57 SP:Iteration 48Q (4301.348106 sec): 3 clusters Score: Raw -662115.040019 + Penalty 2779.016946 = -659336.023073 nChanged 71 SP:Iteration 49Q (4301.400265 sec): 3 clusters Score: Raw -662314.553405 + Penalty 2779.016946 = -659535.536459 nChanged 34 SP:Iteration 50Q (4301.452634 sec): 3 clusters Score: Raw -662484.395901 + Penalty 2779.016946 = -659705.378955 nChanged 11 SP:Iteration 51Q (4301.504021 sec): 3 clusters Score: Raw -662490.119425 + Penalty 2779.016946 = -659711.102479 nChanged 1 SP:Iteration 52Q (4301.560338 sec): 3 clusters Score: Raw -662490.521070 + Penalty 2779.016946 = -659711.504124 nChanged 1 SP:Iteration 53Q (4301.610950 sec): 3 clusters Score: Raw -662490.793135 + Penalty 2779.016946 = -659711.776189 nChanged 0 SP:Iteration 54F (4301.656116 sec): 3 clusters Score: Raw -662490.793135 + Penalty 2779.016946 = -659711.776189 nChanged 0 Score: Raw -99945735.817330 + Penalty 68289.204956 = -99877446.612374 Splitting cluster 17 changes total score from -99877950.484512 to -99877446.612374 So it's not getting split. Trying to split cluster 18 (399 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4317.540498 sec): 2 clusters Score: Raw -42861.627338 + Penalty 973.206230 = -41888.421108 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4317.581176 sec): 3 clusters Score: Raw -42991.178980 + Penalty 1946.412460 = -41044.766520 nChanged 107 SP:Iteration 1F (4317.623234 sec): 3 clusters Score: Raw -43258.363455 + Penalty 1946.412460 = -41311.950995 nChanged 43 SP:Iteration 2F (4317.662275 sec): 3 clusters Score: Raw -43405.679230 + Penalty 1946.412460 = -41459.266769 nChanged 23 SP:Iteration 3F (4317.706480 sec): 3 clusters Score: Raw -43554.324795 + Penalty 1946.412460 = -41607.912335 nChanged 18 SP:Iteration 4Q (4317.750926 sec): 3 clusters Score: Raw -43601.411927 + Penalty 1946.412460 = -41654.999466 nChanged 8 SP:Iteration 5Q (4317.793954 sec): 3 clusters Score: Raw -43615.826905 + Penalty 1946.412460 = -41669.414444 nChanged 2 SP:Iteration 6Q (4317.829043 sec): 3 clusters Score: Raw -43618.127982 + Penalty 1946.412460 = -41671.715522 nChanged 3 SP:Iteration 7Q (4317.876819 sec): 3 clusters Score: Raw -43622.639802 + Penalty 1946.412460 = -41676.227342 nChanged 3 SP:Iteration 8Q (4317.924437 sec): 3 clusters Score: Raw -43629.556709 + Penalty 1946.412460 = -41683.144249 nChanged 1 SP:Iteration 9Q (4317.969354 sec): 3 clusters Score: Raw -43630.764001 + Penalty 1946.412460 = -41684.351541 nChanged 1 SP:Iteration 10Q (4318.014656 sec): 3 clusters Score: Raw -43634.166786 + Penalty 1946.412460 = -41687.754326 nChanged 1 SP:Iteration 11Q (4318.071697 sec): 3 clusters Score: Raw -43636.034331 + Penalty 1946.412460 = -41689.621871 nChanged 1 SP:Iteration 12Q (4318.102091 sec): 3 clusters Score: Raw -43637.055042 + Penalty 1946.412460 = -41690.642581 nChanged 0 SP:Iteration 13F (4318.159104 sec): 3 clusters Score: Raw -43637.055042 + Penalty 1946.412460 = -41690.642581 nChanged 0 Trying to split cluster 19 (15763 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4318.203207 sec): 2 clusters Score: Raw -1977927.932955 + Penalty 1570.630864 = -1976357.302091 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4318.261028 sec): 3 clusters Score: Raw -1968632.588158 + Penalty 3141.261728 = -1965491.326430 nChanged 7055 SP:Iteration 1F (4318.322644 sec): 3 clusters Score: Raw -1972600.661362 + Penalty 3141.261728 = -1969459.399635 nChanged 988 SP:Iteration 2F (4318.402456 sec): 3 clusters Score: Raw -1973090.144121 + Penalty 3141.261728 = -1969948.882393 nChanged 959 SP:Iteration 3F (4318.468138 sec): 3 clusters Score: Raw -1973622.662104 + Penalty 3141.261728 = -1970481.400376 nChanged 956 SP:Iteration 4F (4318.539204 sec): 3 clusters Score: Raw -1974218.187827 + Penalty 3141.261728 = -1971076.926099 nChanged 993 SP:Iteration 5F (4318.608500 sec): 3 clusters Score: Raw -1974887.859279 + Penalty 3141.261728 = -1971746.597552 nChanged 912 SP:Iteration 6F (4318.673401 sec): 3 clusters Score: Raw -1975504.579452 + Penalty 3141.261728 = -1972363.317724 nChanged 789 SP:Iteration 7F (4318.750353 sec): 3 clusters Score: Raw -1975999.499947 + Penalty 3141.261728 = -1972858.238219 nChanged 685 SP:Iteration 8Q (4318.809206 sec): 3 clusters Score: Raw -1976397.289379 + Penalty 3141.261728 = -1973256.027652 nChanged 558 SP:Iteration 9Q (4318.879628 sec): 3 clusters Score: Raw -1976706.050560 + Penalty 3141.261728 = -1973564.788833 nChanged 456 SP:Iteration 10Q (4318.963250 sec): 3 clusters Score: Raw -1976954.427194 + Penalty 3141.261728 = -1973813.165467 nChanged 406 SP:Iteration 11Q (4319.029134 sec): 3 clusters Score: Raw -1977152.087294 + Penalty 3141.261728 = -1974010.825567 nChanged 308 SP:Iteration 12Q (4319.093429 sec): 3 clusters Score: Raw -1977288.385584 + Penalty 3141.261728 = -1974147.123856 nChanged 266 SP:Iteration 13Q (4319.169735 sec): 3 clusters Score: Raw -1977394.024712 + Penalty 3141.261728 = -1974252.762984 nChanged 204 SP:Iteration 14Q (4319.227115 sec): 3 clusters Score: Raw -1977461.805725 + Penalty 3141.261728 = -1974320.543997 nChanged 200 SP:Iteration 15Q (4319.295807 sec): 3 clusters Score: Raw -1977521.598829 + Penalty 3141.261728 = -1974380.337101 nChanged 163 SP:Iteration 16Q (4319.353685 sec): 3 clusters Score: Raw -1977566.004739 + Penalty 3141.261728 = -1974424.743011 nChanged 136 SP:Iteration 17Q (4319.420896 sec): 3 clusters Score: Raw -1977598.873971 + Penalty 3141.261728 = -1974457.612243 nChanged 122 SP:Iteration 18Q (4319.484664 sec): 3 clusters Score: Raw -1977626.587090 + Penalty 3141.261728 = -1974485.325362 nChanged 112 SP:Iteration 19Q (4319.542927 sec): 3 clusters Score: Raw -1977652.295008 + Penalty 3141.261728 = -1974511.033281 nChanged 120 SP:Iteration 20F (4319.605604 sec): 3 clusters Score: Raw -1977678.639557 + Penalty 3141.261728 = -1974537.377829 nChanged 104 SP:Iteration 21Q (4319.675059 sec): 3 clusters Score: Raw -1977702.249981 + Penalty 3141.261728 = -1974560.988253 nChanged 114 SP:Iteration 22Q (4319.743798 sec): 3 clusters Score: Raw -1977728.762356 + Penalty 3141.261728 = -1974587.500628 nChanged 115 SP:Iteration 23Q (4319.801214 sec): 3 clusters Score: Raw -1977756.009449 + Penalty 3141.261728 = -1974614.747721 nChanged 120 SP:Iteration 24Q (4319.854878 sec): 3 clusters Score: Raw -1977785.329382 + Penalty 3141.261728 = -1974644.067654 nChanged 114 SP:Iteration 25Q (4319.915958 sec): 3 clusters Score: Raw -1977814.196946 + Penalty 3141.261728 = -1974672.935219 nChanged 107 SP:Iteration 26Q (4319.981462 sec): 3 clusters Score: Raw -1977843.219239 + Penalty 3141.261728 = -1974701.957511 nChanged 116 SP:Iteration 27Q (4320.058427 sec): 3 clusters Score: Raw -1977875.827408 + Penalty 3141.261728 = -1974734.565680 nChanged 123 SP:Iteration 28Q (4320.119696 sec): 3 clusters Score: Raw -1977912.704174 + Penalty 3141.261728 = -1974771.442446 nChanged 132 SP:Iteration 29Q (4320.172320 sec): 3 clusters Score: Raw -1977954.977019 + Penalty 3141.261728 = -1974813.715292 nChanged 143 SP:Iteration 30Q (4320.246285 sec): 3 clusters Score: Raw -1978002.338158 + Penalty 3141.261728 = -1974861.076430 nChanged 162 SP:Iteration 31Q (4320.308328 sec): 3 clusters Score: Raw -1978059.542405 + Penalty 3141.261728 = -1974918.280677 nChanged 157 SP:Iteration 32Q (4320.386327 sec): 3 clusters Score: Raw -1978114.795468 + Penalty 3141.261728 = -1974973.533740 nChanged 150 SP:Iteration 33Q (4320.455140 sec): 3 clusters Score: Raw -1978167.998895 + Penalty 3141.261728 = -1975026.737168 nChanged 139 SP:Iteration 34Q (4320.510119 sec): 3 clusters Score: Raw -1978218.573362 + Penalty 3141.261728 = -1975077.311634 nChanged 127 SP:Iteration 35Q (4320.589219 sec): 3 clusters Score: Raw -1978262.150823 + Penalty 3141.261728 = -1975120.889095 nChanged 107 SP:Iteration 36Q (4320.644659 sec): 3 clusters Score: Raw -1978303.114882 + Penalty 3141.261728 = -1975161.853154 nChanged 117 SP:Iteration 37Q (4320.720950 sec): 3 clusters Score: Raw -1978343.937545 + Penalty 3141.261728 = -1975202.675818 nChanged 83 SP:Iteration 38Q (4320.774855 sec): 3 clusters Score: Raw -1978368.116860 + Penalty 3141.261728 = -1975226.855133 nChanged 66 SP:Iteration 39Q (4320.841530 sec): 3 clusters Score: Raw -1978384.321866 + Penalty 3141.261728 = -1975243.060138 nChanged 69 SP:Iteration 40F (4320.910493 sec): 3 clusters Score: Raw -1978405.823616 + Penalty 3141.261728 = -1975264.561889 nChanged 67 SP:Iteration 41Q (4320.977837 sec): 3 clusters Score: Raw -1978426.152437 + Penalty 3141.261728 = -1975284.890709 nChanged 60 SP:Iteration 42Q (4321.041325 sec): 3 clusters Score: Raw -1978439.921498 + Penalty 3141.261728 = -1975298.659771 nChanged 45 SP:Iteration 43Q (4321.115345 sec): 3 clusters Score: Raw -1978452.306870 + Penalty 3141.261728 = -1975311.045143 nChanged 50 SP:Iteration 44Q (4321.167546 sec): 3 clusters Score: Raw -1978463.243795 + Penalty 3141.261728 = -1975321.982067 nChanged 35 SP:Iteration 45Q (4321.229344 sec): 3 clusters Score: Raw -1978472.328210 + Penalty 3141.261728 = -1975331.066483 nChanged 34 SP:Iteration 46Q (4321.296485 sec): 3 clusters Score: Raw -1978481.000035 + Penalty 3141.261728 = -1975339.738307 nChanged 36 SP:Iteration 47Q (4321.370306 sec): 3 clusters Score: Raw -1978490.352372 + Penalty 3141.261728 = -1975349.090645 nChanged 42 SP:Iteration 48Q (4321.429669 sec): 3 clusters Score: Raw -1978499.012981 + Penalty 3141.261728 = -1975357.751253 nChanged 28 SP:Iteration 49Q (4321.495418 sec): 3 clusters Score: Raw -1978504.139738 + Penalty 3141.261728 = -1975362.878010 nChanged 25 SP:Iteration 50Q (4321.547705 sec): 3 clusters Score: Raw -1978509.184201 + Penalty 3141.261728 = -1975367.922474 nChanged 33 SP:Iteration 51Q (4321.611072 sec): 3 clusters Score: Raw -1978517.435521 + Penalty 3141.261728 = -1975376.173793 nChanged 33 SP:Iteration 52Q (4321.681177 sec): 3 clusters Score: Raw -1978526.285020 + Penalty 3141.261728 = -1975385.023292 nChanged 23 SP:Iteration 53Q (4321.749206 sec): 3 clusters Score: Raw -1978530.114574 + Penalty 3141.261728 = -1975388.852847 nChanged 14 SP:Iteration 54Q (4321.824563 sec): 3 clusters Score: Raw -1978532.677259 + Penalty 3141.261728 = -1975391.415531 nChanged 14 SP:Iteration 55Q (4321.879592 sec): 3 clusters Score: Raw -1978534.800609 + Penalty 3141.261728 = -1975393.538881 nChanged 12 SP:Iteration 56Q (4321.944671 sec): 3 clusters Score: Raw -1978536.954701 + Penalty 3141.261728 = -1975395.692973 nChanged 15 SP:Iteration 57Q (4322.017661 sec): 3 clusters Score: Raw -1978539.705301 + Penalty 3141.261728 = -1975398.443574 nChanged 11 SP:Iteration 58Q (4322.082468 sec): 3 clusters Score: Raw -1978541.222583 + Penalty 3141.261728 = -1975399.960856 nChanged 6 SP:Iteration 59Q (4322.153025 sec): 3 clusters Score: Raw -1978542.316942 + Penalty 3141.261728 = -1975401.055214 nChanged 9 SP:Iteration 60F (4322.213375 sec): 3 clusters Score: Raw -1978543.958899 + Penalty 3141.261728 = -1975402.697171 nChanged 9 SP:Iteration 61Q (4322.284298 sec): 3 clusters Score: Raw -1978545.507373 + Penalty 3141.261728 = -1975404.245646 nChanged 8 SP:Iteration 62Q (4322.351032 sec): 3 clusters Score: Raw -1978546.881912 + Penalty 3141.261728 = -1975405.620184 nChanged 8 SP:Iteration 63Q (4322.415846 sec): 3 clusters Score: Raw -1978547.853865 + Penalty 3141.261728 = -1975406.592138 nChanged 5 SP:Iteration 64Q (4322.481021 sec): 3 clusters Score: Raw -1978548.307113 + Penalty 3141.261728 = -1975407.045385 nChanged 2 SP:Iteration 65Q (4322.560742 sec): 3 clusters Score: Raw -1978548.467791 + Penalty 3141.261728 = -1975407.206063 nChanged 0 SP:Iteration 66F (4322.623014 sec): 3 clusters Score: Raw -1978548.467791 + Penalty 3141.261728 = -1975407.206063 nChanged 0 Trying to split cluster 20 (12810 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4322.662102 sec): 2 clusters Score: Raw -1474595.075842 + Penalty 1536.921977 = -1473058.153865 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4322.731688 sec): 3 clusters Score: Raw -1467302.975587 + Penalty 3073.843953 = -1464229.131634 nChanged 5647 SP:Iteration 1F (4322.797267 sec): 3 clusters Score: Raw -1471109.782333 + Penalty 3073.843953 = -1468035.938380 nChanged 1202 SP:Iteration 2F (4322.869430 sec): 3 clusters Score: Raw -1472379.095817 + Penalty 3073.843953 = -1469305.251864 nChanged 1314 SP:Iteration 3F (4322.928871 sec): 3 clusters Score: Raw -1473797.427184 + Penalty 3073.843953 = -1470723.583231 nChanged 1173 SP:Iteration 4F (4322.994902 sec): 3 clusters Score: Raw -1474904.014786 + Penalty 3073.843953 = -1471830.170833 nChanged 878 SP:Iteration 5F (4323.047269 sec): 3 clusters Score: Raw -1475496.723459 + Penalty 3073.843953 = -1472422.879506 nChanged 578 SP:Iteration 6Q (4323.116008 sec): 3 clusters Score: Raw -1475789.148969 + Penalty 3073.843953 = -1472715.305016 nChanged 385 SP:Iteration 7Q (4323.175047 sec): 3 clusters Score: Raw -1475922.867113 + Penalty 3073.843953 = -1472849.023159 nChanged 265 SP:Iteration 8Q (4323.233973 sec): 3 clusters Score: Raw -1476002.959787 + Penalty 3073.843953 = -1472929.115834 nChanged 182 SP:Iteration 9Q (4323.307321 sec): 3 clusters Score: Raw -1476047.272574 + Penalty 3073.843953 = -1472973.428621 nChanged 143 SP:Iteration 10Q (4323.354369 sec): 3 clusters Score: Raw -1476079.624214 + Penalty 3073.843953 = -1473005.780261 nChanged 117 SP:Iteration 11Q (4323.415202 sec): 3 clusters Score: Raw -1476100.742326 + Penalty 3073.843953 = -1473026.898372 nChanged 70 SP:Iteration 12Q (4323.467207 sec): 3 clusters Score: Raw -1476109.427354 + Penalty 3073.843953 = -1473035.583401 nChanged 53 SP:Iteration 13Q (4323.535212 sec): 3 clusters Score: Raw -1476116.076489 + Penalty 3073.843953 = -1473042.232536 nChanged 39 SP:Iteration 14Q (4323.569329 sec): 3 clusters Score: Raw -1476121.205016 + Penalty 3073.843953 = -1473047.361063 nChanged 31 SP:Iteration 15Q (4323.635075 sec): 3 clusters Score: Raw -1476124.761884 + Penalty 3073.843953 = -1473050.917931 nChanged 33 SP:Iteration 16Q (4323.669883 sec): 3 clusters Score: Raw -1476128.273352 + Penalty 3073.843953 = -1473054.429398 nChanged 35 SP:Iteration 17Q (4323.736337 sec): 3 clusters Score: Raw -1476131.797078 + Penalty 3073.843953 = -1473057.953124 nChanged 28 SP:Iteration 18Q (4323.794483 sec): 3 clusters Score: Raw -1476133.745475 + Penalty 3073.843953 = -1473059.901522 nChanged 16 SP:Iteration 19Q (4323.854622 sec): 3 clusters Score: Raw -1476134.842855 + Penalty 3073.843953 = -1473060.998901 nChanged 7 SP:Iteration 20F (4323.921193 sec): 3 clusters Score: Raw -1476135.469772 + Penalty 3073.843953 = -1473061.625819 nChanged 8 SP:Iteration 21Q (4323.977705 sec): 3 clusters Score: Raw -1476135.945041 + Penalty 3073.843953 = -1473062.101087 nChanged 6 SP:Iteration 22Q (4324.037428 sec): 3 clusters Score: Raw -1476136.377993 + Penalty 3073.843953 = -1473062.534039 nChanged 7 SP:Iteration 23Q (4324.100910 sec): 3 clusters Score: Raw -1476137.408328 + Penalty 3073.843953 = -1473063.564374 nChanged 7 SP:Iteration 24Q (4324.155766 sec): 3 clusters Score: Raw -1476137.717476 + Penalty 3073.843953 = -1473063.873523 nChanged 5 SP:Iteration 25Q (4324.222639 sec): 3 clusters Score: Raw -1476138.279166 + Penalty 3073.843953 = -1473064.435212 nChanged 5 SP:Iteration 26Q (4324.279094 sec): 3 clusters Score: Raw -1476138.659820 + Penalty 3073.843953 = -1473064.815867 nChanged 7 SP:Iteration 27Q (4324.336691 sec): 3 clusters Score: Raw -1476139.268082 + Penalty 3073.843953 = -1473065.424129 nChanged 9 SP:Iteration 28Q (4324.387356 sec): 3 clusters Score: Raw -1476140.021019 + Penalty 3073.843953 = -1473066.177066 nChanged 6 SP:Iteration 29Q (4324.446280 sec): 3 clusters Score: Raw -1476140.610010 + Penalty 3073.843953 = -1473066.766057 nChanged 7 SP:Iteration 30Q (4324.492549 sec): 3 clusters Score: Raw -1476141.610664 + Penalty 3073.843953 = -1473067.766711 nChanged 6 SP:Iteration 31Q (4324.556880 sec): 3 clusters Score: Raw -1476142.246194 + Penalty 3073.843953 = -1473068.402241 nChanged 5 SP:Iteration 32Q (4324.620184 sec): 3 clusters Score: Raw -1476142.590292 + Penalty 3073.843953 = -1473068.746339 nChanged 6 SP:Iteration 33Q (4324.684880 sec): 3 clusters Score: Raw -1476142.808907 + Penalty 3073.843953 = -1473068.964954 nChanged 2 SP:Iteration 34Q (4324.738427 sec): 3 clusters Score: Raw -1476142.942645 + Penalty 3073.843953 = -1473069.098692 nChanged 2 SP:Iteration 35Q (4324.798949 sec): 3 clusters Score: Raw -1476143.082788 + Penalty 3073.843953 = -1473069.238834 nChanged 4 SP:Iteration 36Q (4324.865064 sec): 3 clusters Score: Raw -1476143.358684 + Penalty 3073.843953 = -1473069.514731 nChanged 0 SP:Iteration 37F (4324.922009 sec): 3 clusters Score: Raw -1476143.358684 + Penalty 3073.843953 = -1473069.514731 nChanged 0 Score: Raw -99945586.185870 + Penalty 68289.204956 = -99877296.980914 Splitting cluster 20 changes total score from -99877950.484512 to -99877296.980914 So it's not getting split. Trying to split cluster 21 (2125 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4339.413063 sec): 2 clusters Score: Raw -292635.980827 + Penalty 1244.998151 = -291390.982676 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4339.456960 sec): 3 clusters Score: Raw -291697.542823 + Penalty 2489.996301 = -289207.546522 nChanged 773 SP:Iteration 1F (4339.503243 sec): 3 clusters Score: Raw -292126.524183 + Penalty 2489.996301 = -289636.527881 nChanged 158 SP:Iteration 2F (4339.560512 sec): 3 clusters Score: Raw -292265.096552 + Penalty 2489.996301 = -289775.100251 nChanged 133 SP:Iteration 3F (4339.594443 sec): 3 clusters Score: Raw -292372.409028 + Penalty 2489.996301 = -289882.412727 nChanged 99 SP:Iteration 4Q (4339.634551 sec): 3 clusters Score: Raw -292466.107865 + Penalty 2489.996301 = -289976.111563 nChanged 92 SP:Iteration 5Q (4339.669111 sec): 3 clusters Score: Raw -292571.855666 + Penalty 2489.996301 = -290081.859365 nChanged 107 SP:Iteration 6F (4339.707715 sec): 3 clusters Score: Raw -292711.894840 + Penalty 2489.996301 = -290221.898539 nChanged 114 SP:Iteration 7F (4339.746741 sec): 3 clusters Score: Raw -292830.611095 + Penalty 2489.996301 = -290340.614794 nChanged 94 SP:Iteration 8Q (4339.789172 sec): 3 clusters Score: Raw -292905.678143 + Penalty 2489.996301 = -290415.681842 nChanged 71 SP:Iteration 9Q (4339.851703 sec): 3 clusters Score: Raw -292958.159760 + Penalty 2489.996301 = -290468.163458 nChanged 52 SP:Iteration 10Q (4339.893697 sec): 3 clusters Score: Raw -292993.989474 + Penalty 2489.996301 = -290503.993172 nChanged 40 SP:Iteration 11Q (4339.941157 sec): 3 clusters Score: Raw -293025.506905 + Penalty 2489.996301 = -290535.510603 nChanged 36 SP:Iteration 12Q (4339.990604 sec): 3 clusters Score: Raw -293053.593622 + Penalty 2489.996301 = -290563.597321 nChanged 32 SP:Iteration 13Q (4340.044327 sec): 3 clusters Score: Raw -293079.502260 + Penalty 2489.996301 = -290589.505958 nChanged 38 SP:Iteration 14Q (4340.083049 sec): 3 clusters Score: Raw -293108.912844 + Penalty 2489.996301 = -290618.916542 nChanged 31 SP:Iteration 15Q (4340.132057 sec): 3 clusters Score: Raw -293131.341674 + Penalty 2489.996301 = -290641.345373 nChanged 19 SP:Iteration 16Q (4340.181051 sec): 3 clusters Score: Raw -293145.448003 + Penalty 2489.996301 = -290655.451702 nChanged 19 SP:Iteration 17Q (4340.235152 sec): 3 clusters Score: Raw -293158.945473 + Penalty 2489.996301 = -290668.949171 nChanged 14 SP:Iteration 18Q (4340.272159 sec): 3 clusters Score: Raw -293168.301532 + Penalty 2489.996301 = -290678.305231 nChanged 10 SP:Iteration 19Q (4340.318077 sec): 3 clusters Score: Raw -293174.067133 + Penalty 2489.996301 = -290684.070831 nChanged 3 SP:Iteration 20F (4340.375185 sec): 3 clusters Score: Raw -293175.115538 + Penalty 2489.996301 = -290685.119237 nChanged 0 Trying to split cluster 22 (14922 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4340.413118 sec): 2 clusters Score: Raw -1991757.068197 + Penalty 1561.721186 = -1990195.347011 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4340.492808 sec): 3 clusters Score: Raw -1982985.544317 + Penalty 3123.442372 = -1979862.101946 nChanged 6632 SP:Iteration 1F (4340.547716 sec): 3 clusters Score: Raw -1986584.643078 + Penalty 3123.442372 = -1983461.200706 nChanged 869 SP:Iteration 2F (4340.614108 sec): 3 clusters Score: Raw -1986946.895710 + Penalty 3123.442372 = -1983823.453338 nChanged 811 SP:Iteration 3F (4340.681420 sec): 3 clusters Score: Raw -1987348.206123 + Penalty 3123.442372 = -1984224.763752 nChanged 882 SP:Iteration 4F (4340.759692 sec): 3 clusters Score: Raw -1987897.305995 + Penalty 3123.442372 = -1984773.863623 nChanged 1034 SP:Iteration 5F (4340.824259 sec): 3 clusters Score: Raw -1988722.110509 + Penalty 3123.442372 = -1985598.668137 nChanged 1141 SP:Iteration 6F (4340.892669 sec): 3 clusters Score: Raw -1989714.631403 + Penalty 3123.442372 = -1986591.189031 nChanged 1136 SP:Iteration 7F (4340.956728 sec): 3 clusters Score: Raw -1990712.832753 + Penalty 3123.442372 = -1987589.390381 nChanged 937 SP:Iteration 8F (4341.030953 sec): 3 clusters Score: Raw -1991477.444305 + Penalty 3123.442372 = -1988354.001933 nChanged 645 SP:Iteration 9Q (4341.096275 sec): 3 clusters Score: Raw -1991943.910037 + Penalty 3123.442372 = -1988820.467666 nChanged 432 SP:Iteration 10Q (4341.170699 sec): 3 clusters Score: Raw -1992226.758752 + Penalty 3123.442372 = -1989103.316380 nChanged 265 SP:Iteration 11Q (4341.228890 sec): 3 clusters Score: Raw -1992394.380046 + Penalty 3123.442372 = -1989270.937674 nChanged 214 SP:Iteration 12Q (4341.296422 sec): 3 clusters Score: Raw -1992544.854383 + Penalty 3123.442372 = -1989421.412011 nChanged 172 SP:Iteration 13Q (4341.351460 sec): 3 clusters Score: Raw -1992652.861934 + Penalty 3123.442372 = -1989529.419563 nChanged 134 SP:Iteration 14Q (4341.419302 sec): 3 clusters Score: Raw -1992729.414605 + Penalty 3123.442372 = -1989605.972233 nChanged 84 SP:Iteration 15Q (4341.471311 sec): 3 clusters Score: Raw -1992761.048368 + Penalty 3123.442372 = -1989637.605996 nChanged 39 SP:Iteration 16Q (4341.537360 sec): 3 clusters Score: Raw -1992772.615423 + Penalty 3123.442372 = -1989649.173051 nChanged 42 SP:Iteration 17Q (4341.602411 sec): 3 clusters Score: Raw -1992783.258849 + Penalty 3123.442372 = -1989659.816477 nChanged 30 SP:Iteration 18Q (4341.677216 sec): 3 clusters Score: Raw -1992791.664303 + Penalty 3123.442372 = -1989668.221931 nChanged 30 SP:Iteration 19Q (4341.737014 sec): 3 clusters Score: Raw -1992802.164911 + Penalty 3123.442372 = -1989678.722539 nChanged 27 SP:Iteration 20F (4341.799384 sec): 3 clusters Score: Raw -1992809.939966 + Penalty 3123.442372 = -1989686.497594 nChanged 26 SP:Iteration 21Q (4341.873302 sec): 3 clusters Score: Raw -1992817.265475 + Penalty 3123.442372 = -1989693.823103 nChanged 20 SP:Iteration 22Q (4341.928059 sec): 3 clusters Score: Raw -1992821.146379 + Penalty 3123.442372 = -1989697.704007 nChanged 18 SP:Iteration 23Q (4342.003275 sec): 3 clusters Score: Raw -1992824.547240 + Penalty 3123.442372 = -1989701.104869 nChanged 12 SP:Iteration 24Q (4342.055349 sec): 3 clusters Score: Raw -1992826.756899 + Penalty 3123.442372 = -1989703.314527 nChanged 15 SP:Iteration 25Q (4342.119308 sec): 3 clusters Score: Raw -1992830.189242 + Penalty 3123.442372 = -1989706.746870 nChanged 12 SP:Iteration 26Q (4342.182980 sec): 3 clusters Score: Raw -1992832.499996 + Penalty 3123.442372 = -1989709.057624 nChanged 10 SP:Iteration 27Q (4342.250181 sec): 3 clusters Score: Raw -1992833.959791 + Penalty 3123.442372 = -1989710.517420 nChanged 5 SP:Iteration 28Q (4342.303940 sec): 3 clusters Score: Raw -1992834.515118 + Penalty 3123.442372 = -1989711.072746 nChanged 2 SP:Iteration 29Q (4342.354189 sec): 3 clusters Score: Raw -1992834.763215 + Penalty 3123.442372 = -1989711.320843 nChanged 4 SP:Iteration 30Q (4342.417887 sec): 3 clusters Score: Raw -1992835.174780 + Penalty 3123.442372 = -1989711.732408 nChanged 2 SP:Iteration 31Q (4342.480753 sec): 3 clusters Score: Raw -1992835.469249 + Penalty 3123.442372 = -1989712.026878 nChanged 1 SP:Iteration 32Q (4342.553001 sec): 3 clusters Score: Raw -1992835.624546 + Penalty 3123.442372 = -1989712.182175 nChanged 1 SP:Iteration 33Q (4342.609137 sec): 3 clusters Score: Raw -1992835.750063 + Penalty 3123.442372 = -1989712.307691 nChanged 0 SP:Iteration 34F (4342.681316 sec): 3 clusters Score: Raw -1992835.750063 + Penalty 3123.442372 = -1989712.307691 nChanged 0 Trying to split cluster 23 (108907 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4342.822074 sec): 2 clusters Score: Raw -14742702.492339 + Penalty 1884.715558 = -14740817.776781 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4343.035746 sec): 3 clusters Score: Raw -14671564.952243 + Penalty 3769.431115 = -14667795.521127 nChanged 52245 SP:Iteration 1F (4343.254093 sec): 3 clusters Score: Raw -14702524.963833 + Penalty 3769.431115 = -14698755.532718 nChanged 4406 SP:Iteration 2Q (4343.480417 sec): 3 clusters Score: Raw -14704053.432255 + Penalty 3769.431115 = -14700284.001140 nChanged 5415 SP:Iteration 3Q (4343.734950 sec): 3 clusters Score: Raw -14706659.815220 + Penalty 3769.431115 = -14702890.384105 nChanged 7400 SP:Iteration 4F (4343.960246 sec): 3 clusters Score: Raw -14711465.260641 + Penalty 3769.431115 = -14707695.829525 nChanged 9288 SP:Iteration 5F (4344.174324 sec): 3 clusters Score: Raw -14719283.657803 + Penalty 3769.431115 = -14715514.226688 nChanged 9860 SP:Iteration 6F (4344.392184 sec): 3 clusters Score: Raw -14728959.920608 + Penalty 3769.431115 = -14725190.489493 nChanged 7693 SP:Iteration 7F (4344.600612 sec): 3 clusters Score: Raw -14736832.648202 + Penalty 3769.431115 = -14733063.217086 nChanged 4088 SP:Iteration 8Q (4344.821139 sec): 3 clusters Score: Raw -14740809.270216 + Penalty 3769.431115 = -14737039.839100 nChanged 1507 SP:Iteration 9Q (4345.010124 sec): 3 clusters Score: Raw -14742165.743610 + Penalty 3769.431115 = -14738396.312494 nChanged 513 SP:Iteration 10Q (4345.193673 sec): 3 clusters Score: Raw -14742622.953229 + Penalty 3769.431115 = -14738853.522113 nChanged 173 SP:Iteration 11Q (4345.378572 sec): 3 clusters Score: Raw -14742802.161995 + Penalty 3769.431115 = -14739032.730879 nChanged 85 SP:Iteration 12Q (4345.546276 sec): 3 clusters Score: Raw -14742890.718034 + Penalty 3769.431115 = -14739121.286919 nChanged 48 SP:Iteration 13Q (4345.716480 sec): 3 clusters Score: Raw -14742933.436057 + Penalty 3769.431115 = -14739164.004941 nChanged 20 SP:Iteration 14Q (4345.887808 sec): 3 clusters Score: Raw -14742957.076712 + Penalty 3769.431115 = -14739187.645596 nChanged 18 SP:Iteration 15Q (4346.057444 sec): 3 clusters Score: Raw -14742977.586734 + Penalty 3769.431115 = -14739208.155619 nChanged 15 SP:Iteration 16Q (4346.249288 sec): 3 clusters Score: Raw -14742990.087458 + Penalty 3769.431115 = -14739220.656343 nChanged 8 SP:Iteration 17Q (4346.436620 sec): 3 clusters Score: Raw -14742995.830804 + Penalty 3769.431115 = -14739226.399689 nChanged 9 SP:Iteration 18Q (4346.608636 sec): 3 clusters Score: Raw -14743002.156084 + Penalty 3769.431115 = -14739232.724969 nChanged 6 SP:Iteration 19Q (4346.797053 sec): 3 clusters Score: Raw -14743007.456394 + Penalty 3769.431115 = -14739238.025279 nChanged 4 SP:Iteration 20F (4347.023454 sec): 3 clusters Score: Raw -14743010.418570 + Penalty 3769.431115 = -14739240.987455 nChanged 1 SP:Iteration 21Q (4347.201434 sec): 3 clusters Score: Raw -14743010.879977 + Penalty 3769.431115 = -14739241.448862 nChanged 0 SP:Iteration 22F (4347.420859 sec): 3 clusters Score: Raw -14743010.879977 + Penalty 3769.431115 = -14739241.448862 nChanged 0 Trying to split cluster 24 (906 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4347.439979 sec): 2 clusters Score: Raw -112499.381538 + Penalty 1106.468887 = -111392.912651 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4347.478151 sec): 3 clusters Score: Raw -112278.361841 + Penalty 2212.937774 = -110065.424067 nChanged 269 SP:Iteration 1F (4347.531449 sec): 3 clusters Score: Raw -112635.273986 + Penalty 2212.937774 = -110422.336211 nChanged 97 SP:Iteration 2F (4347.564572 sec): 3 clusters Score: Raw -112858.715689 + Penalty 2212.937774 = -110645.777914 nChanged 81 SP:Iteration 3F (4347.606533 sec): 3 clusters Score: Raw -113044.457743 + Penalty 2212.937774 = -110831.519969 nChanged 65 SP:Iteration 4F (4347.650948 sec): 3 clusters Score: Raw -113155.002611 + Penalty 2212.937774 = -110942.064837 nChanged 34 SP:Iteration 5Q (4347.693377 sec): 3 clusters Score: Raw -113244.630789 + Penalty 2212.937774 = -111031.693015 nChanged 41 SP:Iteration 6Q (4347.731812 sec): 3 clusters Score: Raw -113363.036074 + Penalty 2212.937774 = -111150.098300 nChanged 21 SP:Iteration 7Q (4347.769759 sec): 3 clusters Score: Raw -113413.426417 + Penalty 2212.937774 = -111200.488643 nChanged 18 SP:Iteration 8Q (4347.807674 sec): 3 clusters Score: Raw -113438.038339 + Penalty 2212.937774 = -111225.100565 nChanged 6 SP:Iteration 9Q (4347.853022 sec): 3 clusters Score: Raw -113448.426311 + Penalty 2212.937774 = -111235.488537 nChanged 8 SP:Iteration 10Q (4347.897510 sec): 3 clusters Score: Raw -113457.165053 + Penalty 2212.937774 = -111244.227279 nChanged 3 SP:Iteration 11Q (4347.931468 sec): 3 clusters Score: Raw -113460.772585 + Penalty 2212.937774 = -111247.834811 nChanged 4 SP:Iteration 12Q (4347.970007 sec): 3 clusters Score: Raw -113465.270057 + Penalty 2212.937774 = -111252.332282 nChanged 3 SP:Iteration 13Q (4348.019111 sec): 3 clusters Score: Raw -113467.558934 + Penalty 2212.937774 = -111254.621159 nChanged 5 SP:Iteration 14Q (4348.054999 sec): 3 clusters Score: Raw -113472.037342 + Penalty 2212.937774 = -111259.099568 nChanged 1 SP:Iteration 15Q (4348.102501 sec): 3 clusters Score: Raw -113472.440295 + Penalty 2212.937774 = -111259.502520 nChanged 0 SP:Iteration 16F (4348.145512 sec): 3 clusters Score: Raw -113472.440295 + Penalty 2212.937774 = -111259.502520 nChanged 0 Trying to split cluster 25 (35118 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4348.214238 sec): 2 clusters Score: Raw -4635216.243309 + Penalty 1700.801229 = -4633515.442080 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4348.316686 sec): 3 clusters Score: Raw -4613250.083274 + Penalty 3401.602457 = -4609848.480817 nChanged 16377 SP:Iteration 1F (4348.422485 sec): 3 clusters Score: Raw -4622759.816468 + Penalty 3401.602457 = -4619358.214011 nChanged 1783 SP:Iteration 2F (4348.520255 sec): 3 clusters Score: Raw -4623545.259509 + Penalty 3401.602457 = -4620143.657052 nChanged 1903 SP:Iteration 3F (4348.616938 sec): 3 clusters Score: Raw -4624576.345632 + Penalty 3401.602457 = -4621174.743175 nChanged 2113 SP:Iteration 4F (4348.715123 sec): 3 clusters Score: Raw -4625969.581434 + Penalty 3401.602457 = -4622567.978977 nChanged 2312 SP:Iteration 5F (4348.814530 sec): 3 clusters Score: Raw -4627824.899074 + Penalty 3401.602457 = -4624423.296617 nChanged 2451 SP:Iteration 6F (4348.910757 sec): 3 clusters Score: Raw -4629830.406098 + Penalty 3401.602457 = -4626428.803641 nChanged 2167 SP:Iteration 7F (4349.011953 sec): 3 clusters Score: Raw -4631311.573937 + Penalty 3401.602457 = -4627909.971480 nChanged 1626 SP:Iteration 8Q (4349.110975 sec): 3 clusters Score: Raw -4632102.079754 + Penalty 3401.602457 = -4628700.477297 nChanged 1082 SP:Iteration 9Q (4349.204295 sec): 3 clusters Score: Raw -4632529.934014 + Penalty 3401.602457 = -4629128.331557 nChanged 805 SP:Iteration 10Q (4349.305161 sec): 3 clusters Score: Raw -4632835.325278 + Penalty 3401.602457 = -4629433.722821 nChanged 679 SP:Iteration 11Q (4349.401781 sec): 3 clusters Score: Raw -4633088.262258 + Penalty 3401.602457 = -4629686.659801 nChanged 643 SP:Iteration 12Q (4349.504106 sec): 3 clusters Score: Raw -4633334.685708 + Penalty 3401.602457 = -4629933.083251 nChanged 623 SP:Iteration 13Q (4349.610394 sec): 3 clusters Score: Raw -4633565.552141 + Penalty 3401.602457 = -4630163.949684 nChanged 597 SP:Iteration 14Q (4349.713716 sec): 3 clusters Score: Raw -4633789.868303 + Penalty 3401.602457 = -4630388.265846 nChanged 581 SP:Iteration 15Q (4349.808007 sec): 3 clusters Score: Raw -4634006.205937 + Penalty 3401.602457 = -4630604.603480 nChanged 547 SP:Iteration 16Q (4349.915334 sec): 3 clusters Score: Raw -4634215.837325 + Penalty 3401.602457 = -4630814.234868 nChanged 529 SP:Iteration 17Q (4350.015196 sec): 3 clusters Score: Raw -4634425.907612 + Penalty 3401.602457 = -4631024.305155 nChanged 526 SP:Iteration 18Q (4350.107809 sec): 3 clusters Score: Raw -4634695.104778 + Penalty 3401.602457 = -4631293.502321 nChanged 515 SP:Iteration 19Q (4350.201657 sec): 3 clusters Score: Raw -4634993.576095 + Penalty 3401.602457 = -4631591.973638 nChanged 511 SP:Iteration 20F (4350.296664 sec): 3 clusters Score: Raw -4635335.599734 + Penalty 3401.602457 = -4631933.997277 nChanged 488 SP:Iteration 21Q (4350.389599 sec): 3 clusters Score: Raw -4635615.550637 + Penalty 3401.602457 = -4632213.948180 nChanged 391 SP:Iteration 22Q (4350.489280 sec): 3 clusters Score: Raw -4635789.144222 + Penalty 3401.602457 = -4632387.541765 nChanged 328 SP:Iteration 23Q (4350.582022 sec): 3 clusters Score: Raw -4635893.974809 + Penalty 3401.602457 = -4632492.372352 nChanged 245 SP:Iteration 24Q (4350.671850 sec): 3 clusters Score: Raw -4635952.313721 + Penalty 3401.602457 = -4632550.711264 nChanged 201 SP:Iteration 25Q (4350.766739 sec): 3 clusters Score: Raw -4635995.780874 + Penalty 3401.602457 = -4632594.178417 nChanged 184 SP:Iteration 26Q (4350.862847 sec): 3 clusters Score: Raw -4636031.223988 + Penalty 3401.602457 = -4632629.621531 nChanged 144 SP:Iteration 27Q (4350.952867 sec): 3 clusters Score: Raw -4636053.206487 + Penalty 3401.602457 = -4632651.604030 nChanged 123 SP:Iteration 28Q (4351.049288 sec): 3 clusters Score: Raw -4636069.228588 + Penalty 3401.602457 = -4632667.626131 nChanged 96 SP:Iteration 29Q (4351.147651 sec): 3 clusters Score: Raw -4636079.444026 + Penalty 3401.602457 = -4632677.841569 nChanged 78 SP:Iteration 30Q (4351.236474 sec): 3 clusters Score: Raw -4636086.446744 + Penalty 3401.602457 = -4632684.844287 nChanged 61 SP:Iteration 31Q (4351.333335 sec): 3 clusters Score: Raw -4636090.763631 + Penalty 3401.602457 = -4632689.161174 nChanged 57 SP:Iteration 32Q (4351.425770 sec): 3 clusters Score: Raw -4636095.019853 + Penalty 3401.602457 = -4632693.417396 nChanged 56 SP:Iteration 33Q (4351.522199 sec): 3 clusters Score: Raw -4636098.939969 + Penalty 3401.602457 = -4632697.337512 nChanged 47 SP:Iteration 34Q (4351.625273 sec): 3 clusters Score: Raw -4636102.253265 + Penalty 3401.602457 = -4632700.650808 nChanged 44 SP:Iteration 35Q (4351.714012 sec): 3 clusters Score: Raw -4636105.221758 + Penalty 3401.602457 = -4632703.619301 nChanged 37 SP:Iteration 36Q (4351.804846 sec): 3 clusters Score: Raw -4636107.494232 + Penalty 3401.602457 = -4632705.891775 nChanged 29 SP:Iteration 37Q (4351.907799 sec): 3 clusters Score: Raw -4636109.156283 + Penalty 3401.602457 = -4632707.553826 nChanged 27 SP:Iteration 38Q (4352.004190 sec): 3 clusters Score: Raw -4636110.975053 + Penalty 3401.602457 = -4632709.372596 nChanged 25 SP:Iteration 39Q (4352.103723 sec): 3 clusters Score: Raw -4636113.109178 + Penalty 3401.602457 = -4632711.506721 nChanged 36 SP:Iteration 40F (4352.205787 sec): 3 clusters Score: Raw -4636115.862149 + Penalty 3401.602457 = -4632714.259692 nChanged 30 SP:Iteration 41Q (4352.297449 sec): 3 clusters Score: Raw -4636117.795222 + Penalty 3401.602457 = -4632716.192765 nChanged 32 SP:Iteration 42Q (4352.400677 sec): 3 clusters Score: Raw -4636119.622558 + Penalty 3401.602457 = -4632718.020101 nChanged 29 SP:Iteration 43Q (4352.501541 sec): 3 clusters Score: Raw -4636121.592130 + Penalty 3401.602457 = -4632719.989673 nChanged 26 SP:Iteration 44Q (4352.595174 sec): 3 clusters Score: Raw -4636123.592993 + Penalty 3401.602457 = -4632721.990536 nChanged 27 SP:Iteration 45Q (4352.688507 sec): 3 clusters Score: Raw -4636125.502430 + Penalty 3401.602457 = -4632723.899973 nChanged 26 SP:Iteration 46Q (4352.788989 sec): 3 clusters Score: Raw -4636126.991794 + Penalty 3401.602457 = -4632725.389337 nChanged 21 SP:Iteration 47Q (4352.886349 sec): 3 clusters Score: Raw -4636128.025756 + Penalty 3401.602457 = -4632726.423299 nChanged 24 SP:Iteration 48Q (4352.985658 sec): 3 clusters Score: Raw -4636129.299680 + Penalty 3401.602457 = -4632727.697223 nChanged 21 SP:Iteration 49Q (4353.081742 sec): 3 clusters Score: Raw -4636130.444748 + Penalty 3401.602457 = -4632728.842291 nChanged 28 SP:Iteration 50Q (4353.170781 sec): 3 clusters Score: Raw -4636131.761329 + Penalty 3401.602457 = -4632730.158872 nChanged 21 SP:Iteration 51Q (4353.252360 sec): 3 clusters Score: Raw -4636132.910346 + Penalty 3401.602457 = -4632731.307889 nChanged 22 SP:Iteration 52Q (4353.346596 sec): 3 clusters Score: Raw -4636134.198732 + Penalty 3401.602457 = -4632732.596275 nChanged 21 SP:Iteration 53Q (4353.435674 sec): 3 clusters Score: Raw -4636135.580591 + Penalty 3401.602457 = -4632733.978134 nChanged 25 SP:Iteration 54Q (4353.518920 sec): 3 clusters Score: Raw -4636137.264602 + Penalty 3401.602457 = -4632735.662145 nChanged 24 SP:Iteration 55Q (4353.620179 sec): 3 clusters Score: Raw -4636138.828770 + Penalty 3401.602457 = -4632737.226313 nChanged 18 SP:Iteration 56Q (4353.683513 sec): 3 clusters Score: Raw -4636139.853292 + Penalty 3401.602457 = -4632738.250835 nChanged 17 SP:Iteration 57Q (4353.751431 sec): 3 clusters Score: Raw -4636140.624173 + Penalty 3401.602457 = -4632739.021716 nChanged 12 SP:Iteration 58Q (4353.840513 sec): 3 clusters Score: Raw -4636141.070382 + Penalty 3401.602457 = -4632739.467925 nChanged 9 SP:Iteration 59Q (4353.934961 sec): 3 clusters Score: Raw -4636141.471471 + Penalty 3401.602457 = -4632739.869014 nChanged 9 SP:Iteration 60F (4354.038121 sec): 3 clusters Score: Raw -4636141.812192 + Penalty 3401.602457 = -4632740.209735 nChanged 5 SP:Iteration 61Q (4354.139702 sec): 3 clusters Score: Raw -4636141.936748 + Penalty 3401.602457 = -4632740.334291 nChanged 9 SP:Iteration 62Q (4354.228032 sec): 3 clusters Score: Raw -4636142.331863 + Penalty 3401.602457 = -4632740.729406 nChanged 9 SP:Iteration 63Q (4354.320140 sec): 3 clusters Score: Raw -4636142.672381 + Penalty 3401.602457 = -4632741.069924 nChanged 12 SP:Iteration 64Q (4354.414600 sec): 3 clusters Score: Raw -4636143.404138 + Penalty 3401.602457 = -4632741.801681 nChanged 14 SP:Iteration 65Q (4354.507539 sec): 3 clusters Score: Raw -4636144.135603 + Penalty 3401.602457 = -4632742.533146 nChanged 13 SP:Iteration 66Q (4354.583305 sec): 3 clusters Score: Raw -4636144.804524 + Penalty 3401.602457 = -4632743.202067 nChanged 16 SP:Iteration 67Q (4354.679409 sec): 3 clusters Score: Raw -4636145.635928 + Penalty 3401.602457 = -4632744.033471 nChanged 13 SP:Iteration 68Q (4354.775151 sec): 3 clusters Score: Raw -4636146.366008 + Penalty 3401.602457 = -4632744.763551 nChanged 12 SP:Iteration 69Q (4354.866383 sec): 3 clusters Score: Raw -4636146.934595 + Penalty 3401.602457 = -4632745.332138 nChanged 7 SP:Iteration 70Q (4354.957364 sec): 3 clusters Score: Raw -4636147.280275 + Penalty 3401.602457 = -4632745.677818 nChanged 5 SP:Iteration 71Q (4355.051582 sec): 3 clusters Score: Raw -4636147.425775 + Penalty 3401.602457 = -4632745.823318 nChanged 6 SP:Iteration 72Q (4355.140996 sec): 3 clusters Score: Raw -4636147.591113 + Penalty 3401.602457 = -4632745.988656 nChanged 2 SP:Iteration 73Q (4355.243084 sec): 3 clusters Score: Raw -4636147.673760 + Penalty 3401.602457 = -4632746.071303 nChanged 0 SP:Iteration 74F (4355.338191 sec): 3 clusters Score: Raw -4636147.673760 + Penalty 3401.602457 = -4632746.071303 nChanged 0 Trying to split cluster 26 (5041 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4355.373804 sec): 2 clusters Score: Raw -681627.217761 + Penalty 1385.370960 = -680241.846801 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4355.417320 sec): 3 clusters Score: Raw -679021.590400 + Penalty 2770.741920 = -676250.848480 nChanged 2072 SP:Iteration 1F (4355.475158 sec): 3 clusters Score: Raw -680236.128626 + Penalty 2770.741920 = -677465.386706 nChanged 365 SP:Iteration 2F (4355.531686 sec): 3 clusters Score: Raw -680440.294269 + Penalty 2770.741920 = -677669.552349 nChanged 280 SP:Iteration 3F (4355.594001 sec): 3 clusters Score: Raw -680588.635320 + Penalty 2770.741920 = -677817.893400 nChanged 212 SP:Iteration 4Q (4355.635564 sec): 3 clusters Score: Raw -680706.720937 + Penalty 2770.741920 = -677935.979017 nChanged 178 SP:Iteration 5Q (4355.695372 sec): 3 clusters Score: Raw -680798.238252 + Penalty 2770.741920 = -678027.496331 nChanged 167 SP:Iteration 6Q (4355.738507 sec): 3 clusters Score: Raw -680874.820263 + Penalty 2770.741920 = -678104.078343 nChanged 140 SP:Iteration 7Q (4355.791358 sec): 3 clusters Score: Raw -680945.793501 + Penalty 2770.741920 = -678175.051581 nChanged 141 SP:Iteration 8Q (4355.845603 sec): 3 clusters Score: Raw -681022.170473 + Penalty 2770.741920 = -678251.428553 nChanged 137 SP:Iteration 9Q (4355.885885 sec): 3 clusters Score: Raw -681098.063411 + Penalty 2770.741920 = -678327.321491 nChanged 142 SP:Iteration 10Q (4355.938035 sec): 3 clusters Score: Raw -681170.554867 + Penalty 2770.741920 = -678399.812947 nChanged 135 SP:Iteration 11Q (4355.978349 sec): 3 clusters Score: Raw -681242.316482 + Penalty 2770.741920 = -678471.574562 nChanged 133 SP:Iteration 12Q (4356.034564 sec): 3 clusters Score: Raw -681314.890464 + Penalty 2770.741920 = -678544.148544 nChanged 129 SP:Iteration 13Q (4356.069717 sec): 3 clusters Score: Raw -681388.956611 + Penalty 2770.741920 = -678618.214691 nChanged 126 SP:Iteration 14Q (4356.130290 sec): 3 clusters Score: Raw -681451.843983 + Penalty 2770.741920 = -678681.102062 nChanged 98 SP:Iteration 15Q (4356.187138 sec): 3 clusters Score: Raw -681495.004960 + Penalty 2770.741920 = -678724.263040 nChanged 74 SP:Iteration 16Q (4356.241750 sec): 3 clusters Score: Raw -681524.198551 + Penalty 2770.741920 = -678753.456631 nChanged 66 SP:Iteration 17Q (4356.295451 sec): 3 clusters Score: Raw -681546.967743 + Penalty 2770.741920 = -678776.225823 nChanged 59 SP:Iteration 18Q (4356.335328 sec): 3 clusters Score: Raw -681569.485725 + Penalty 2770.741920 = -678798.743805 nChanged 67 SP:Iteration 19Q (4356.383976 sec): 3 clusters Score: Raw -681596.376805 + Penalty 2770.741920 = -678825.634885 nChanged 60 SP:Iteration 20F (4356.436707 sec): 3 clusters Score: Raw -681619.649379 + Penalty 2770.741920 = -678848.907459 nChanged 51 SP:Iteration 21Q (4356.494270 sec): 3 clusters Score: Raw -681637.429233 + Penalty 2770.741920 = -678866.687313 nChanged 41 SP:Iteration 22Q (4356.536620 sec): 3 clusters Score: Raw -681646.919062 + Penalty 2770.741920 = -678876.177142 nChanged 28 SP:Iteration 23Q (4356.591929 sec): 3 clusters Score: Raw -681655.384048 + Penalty 2770.741920 = -678884.642128 nChanged 24 SP:Iteration 24Q (4356.650747 sec): 3 clusters Score: Raw -681661.852045 + Penalty 2770.741920 = -678891.110125 nChanged 20 SP:Iteration 25Q (4356.687169 sec): 3 clusters Score: Raw -681667.519293 + Penalty 2770.741920 = -678896.777373 nChanged 16 SP:Iteration 26Q (4356.734678 sec): 3 clusters Score: Raw -681671.535569 + Penalty 2770.741920 = -678900.793649 nChanged 13 SP:Iteration 27Q (4356.783660 sec): 3 clusters Score: Raw -681675.958298 + Penalty 2770.741920 = -678905.216378 nChanged 11 SP:Iteration 28Q (4356.844921 sec): 3 clusters Score: Raw -681677.850327 + Penalty 2770.741920 = -678907.108407 nChanged 10 SP:Iteration 29Q (4356.886099 sec): 3 clusters Score: Raw -681679.756429 + Penalty 2770.741920 = -678909.014509 nChanged 7 SP:Iteration 30Q (4356.936945 sec): 3 clusters Score: Raw -681681.312448 + Penalty 2770.741920 = -678910.570528 nChanged 6 SP:Iteration 31Q (4356.969383 sec): 3 clusters Score: Raw -681682.558032 + Penalty 2770.741920 = -678911.816112 nChanged 9 SP:Iteration 32Q (4357.020694 sec): 3 clusters Score: Raw -681684.301504 + Penalty 2770.741920 = -678913.559584 nChanged 8 SP:Iteration 33Q (4357.071011 sec): 3 clusters Score: Raw -681685.943050 + Penalty 2770.741920 = -678915.201130 nChanged 7 SP:Iteration 34Q (4357.116801 sec): 3 clusters Score: Raw -681687.736018 + Penalty 2770.741920 = -678916.994098 nChanged 6 SP:Iteration 35Q (4357.156199 sec): 3 clusters Score: Raw -681688.967999 + Penalty 2770.741920 = -678918.226079 nChanged 4 SP:Iteration 36Q (4357.204764 sec): 3 clusters Score: Raw -681689.660560 + Penalty 2770.741920 = -678918.918639 nChanged 3 SP:Iteration 37Q (4357.251770 sec): 3 clusters Score: Raw -681689.966540 + Penalty 2770.741920 = -678919.224620 nChanged 1 SP:Iteration 38Q (4357.300677 sec): 3 clusters Score: Raw -681690.043987 + Penalty 2770.741920 = -678919.302067 nChanged 0 SP:Iteration 39F (4357.355489 sec): 3 clusters Score: Raw -681690.043987 + Penalty 2770.741920 = -678919.302067 nChanged 0 Trying to split cluster 27 (2944 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4357.392460 sec): 2 clusters Score: Raw -353123.987544 + Penalty 1297.972728 = -351826.014816 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4357.430099 sec): 3 clusters Score: Raw -351775.659409 + Penalty 2595.945456 = -349179.713953 nChanged 1085 SP:Iteration 1F (4357.482887 sec): 3 clusters Score: Raw -352463.888470 + Penalty 2595.945456 = -349867.943014 nChanged 253 SP:Iteration 2F (4357.516126 sec): 3 clusters Score: Raw -352695.613351 + Penalty 2595.945456 = -350099.667895 nChanged 191 SP:Iteration 3F (4357.564852 sec): 3 clusters Score: Raw -352901.074767 + Penalty 2595.945456 = -350305.129311 nChanged 186 SP:Iteration 4F (4357.611165 sec): 3 clusters Score: Raw -353133.999699 + Penalty 2595.945456 = -350538.054243 nChanged 183 SP:Iteration 5F (4357.639038 sec): 3 clusters Score: Raw -353311.521672 + Penalty 2595.945456 = -350715.576216 nChanged 140 SP:Iteration 6Q (4357.695799 sec): 3 clusters Score: Raw -353450.315776 + Penalty 2595.945456 = -350854.370320 nChanged 105 SP:Iteration 7Q (4357.738592 sec): 3 clusters Score: Raw -353536.386213 + Penalty 2595.945456 = -350940.440757 nChanged 91 SP:Iteration 8Q (4357.783601 sec): 3 clusters Score: Raw -353592.503424 + Penalty 2595.945456 = -350996.557968 nChanged 65 SP:Iteration 9Q (4357.829128 sec): 3 clusters Score: Raw -353634.616357 + Penalty 2595.945456 = -351038.670901 nChanged 65 SP:Iteration 10Q (4357.874984 sec): 3 clusters Score: Raw -353671.379635 + Penalty 2595.945456 = -351075.434179 nChanged 46 SP:Iteration 11Q (4357.913622 sec): 3 clusters Score: Raw -353690.846994 + Penalty 2595.945456 = -351094.901538 nChanged 33 SP:Iteration 12Q (4357.962831 sec): 3 clusters Score: Raw -353705.249790 + Penalty 2595.945456 = -351109.304334 nChanged 33 SP:Iteration 13Q (4358.003973 sec): 3 clusters Score: Raw -353718.829491 + Penalty 2595.945456 = -351122.884035 nChanged 22 SP:Iteration 14Q (4358.051930 sec): 3 clusters Score: Raw -353726.819793 + Penalty 2595.945456 = -351130.874337 nChanged 15 SP:Iteration 15Q (4358.102386 sec): 3 clusters Score: Raw -353732.266135 + Penalty 2595.945456 = -351136.320679 nChanged 14 SP:Iteration 16Q (4358.146258 sec): 3 clusters Score: Raw -353736.522788 + Penalty 2595.945456 = -351140.577332 nChanged 10 SP:Iteration 17Q (4358.189896 sec): 3 clusters Score: Raw -353738.924312 + Penalty 2595.945456 = -351142.978856 nChanged 7 SP:Iteration 18Q (4358.235454 sec): 3 clusters Score: Raw -353740.666733 + Penalty 2595.945456 = -351144.721277 nChanged 5 SP:Iteration 19Q (4358.283265 sec): 3 clusters Score: Raw -353742.465688 + Penalty 2595.945456 = -351146.520232 nChanged 10 SP:Iteration 20F (4358.323163 sec): 3 clusters Score: Raw -353745.473120 + Penalty 2595.945456 = -351149.527664 nChanged 11 SP:Iteration 21Q (4358.372271 sec): 3 clusters Score: Raw -353749.712637 + Penalty 2595.945456 = -351153.767182 nChanged 6 SP:Iteration 22Q (4358.428577 sec): 3 clusters Score: Raw -353750.922239 + Penalty 2595.945456 = -351154.976783 nChanged 5 SP:Iteration 23Q (4358.474190 sec): 3 clusters Score: Raw -353752.795817 + Penalty 2595.945456 = -351156.850361 nChanged 7 SP:Iteration 24Q (4358.532209 sec): 3 clusters Score: Raw -353754.950715 + Penalty 2595.945456 = -351159.005259 nChanged 6 SP:Iteration 25Q (4358.579302 sec): 3 clusters Score: Raw -353756.198706 + Penalty 2595.945456 = -351160.253250 nChanged 0 SP:Iteration 26F (4358.627750 sec): 3 clusters Score: Raw -353756.198706 + Penalty 2595.945456 = -351160.253250 nChanged 0 Trying to split cluster 28 (7361 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4358.658247 sec): 2 clusters Score: Raw -945910.908022 + Penalty 1446.892049 = -944464.015973 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4358.723280 sec): 3 clusters Score: Raw -941906.582554 + Penalty 2893.784098 = -939012.798456 nChanged 3097 SP:Iteration 1F (4358.766305 sec): 3 clusters Score: Raw -943635.792396 + Penalty 2893.784098 = -940742.008298 nChanged 489 SP:Iteration 2F (4358.821668 sec): 3 clusters Score: Raw -943925.958005 + Penalty 2893.784098 = -941032.173906 nChanged 449 SP:Iteration 3F (4358.875601 sec): 3 clusters Score: Raw -944284.456262 + Penalty 2893.784098 = -941390.672164 nChanged 479 SP:Iteration 4F (4358.940362 sec): 3 clusters Score: Raw -944756.261468 + Penalty 2893.784098 = -941862.477369 nChanged 571 SP:Iteration 5F (4359.000283 sec): 3 clusters Score: Raw -945344.680461 + Penalty 2893.784098 = -942450.896363 nChanged 564 SP:Iteration 6F (4359.050690 sec): 3 clusters Score: Raw -945874.342785 + Penalty 2893.784098 = -942980.558687 nChanged 493 SP:Iteration 7F (4359.109194 sec): 3 clusters Score: Raw -946221.240613 + Penalty 2893.784098 = -943327.456515 nChanged 349 SP:Iteration 8Q (4359.175876 sec): 3 clusters Score: Raw -946427.921951 + Penalty 2893.784098 = -943534.137853 nChanged 266 SP:Iteration 9Q (4359.233520 sec): 3 clusters Score: Raw -946552.989718 + Penalty 2893.784098 = -943659.205620 nChanged 163 SP:Iteration 10Q (4359.283042 sec): 3 clusters Score: Raw -946610.985200 + Penalty 2893.784098 = -943717.201101 nChanged 89 SP:Iteration 11Q (4359.330165 sec): 3 clusters Score: Raw -946635.921345 + Penalty 2893.784098 = -943742.137246 nChanged 61 SP:Iteration 12Q (4359.384176 sec): 3 clusters Score: Raw -946649.334445 + Penalty 2893.784098 = -943755.550346 nChanged 41 SP:Iteration 13Q (4359.425918 sec): 3 clusters Score: Raw -946656.742222 + Penalty 2893.784098 = -943762.958124 nChanged 23 SP:Iteration 14Q (4359.484143 sec): 3 clusters Score: Raw -946661.084528 + Penalty 2893.784098 = -943767.300430 nChanged 14 SP:Iteration 15Q (4359.541027 sec): 3 clusters Score: Raw -946663.405090 + Penalty 2893.784098 = -943769.620992 nChanged 17 SP:Iteration 16Q (4359.590308 sec): 3 clusters Score: Raw -946665.813538 + Penalty 2893.784098 = -943772.029440 nChanged 13 SP:Iteration 17Q (4359.637918 sec): 3 clusters Score: Raw -946668.457788 + Penalty 2893.784098 = -943774.673690 nChanged 16 SP:Iteration 18Q (4359.703312 sec): 3 clusters Score: Raw -946671.163009 + Penalty 2893.784098 = -943777.378911 nChanged 6 SP:Iteration 19Q (4359.759453 sec): 3 clusters Score: Raw -946672.021694 + Penalty 2893.784098 = -943778.237595 nChanged 7 SP:Iteration 20F (4359.819333 sec): 3 clusters Score: Raw -946673.126942 + Penalty 2893.784098 = -943779.342843 nChanged 11 SP:Iteration 21Q (4359.868708 sec): 3 clusters Score: Raw -946674.534689 + Penalty 2893.784098 = -943780.750591 nChanged 9 SP:Iteration 22Q (4359.929579 sec): 3 clusters Score: Raw -946675.728897 + Penalty 2893.784098 = -943781.944799 nChanged 4 SP:Iteration 23Q (4359.977204 sec): 3 clusters Score: Raw -946676.139536 + Penalty 2893.784098 = -943782.355437 nChanged 7 SP:Iteration 24Q (4360.040751 sec): 3 clusters Score: Raw -946676.706571 + Penalty 2893.784098 = -943782.922473 nChanged 6 SP:Iteration 25Q (4360.091079 sec): 3 clusters Score: Raw -946677.686873 + Penalty 2893.784098 = -943783.902774 nChanged 7 SP:Iteration 26Q (4360.146977 sec): 3 clusters Score: Raw -946678.459046 + Penalty 2893.784098 = -943784.674948 nChanged 5 SP:Iteration 27Q (4360.201604 sec): 3 clusters Score: Raw -946679.200631 + Penalty 2893.784098 = -943785.416533 nChanged 9 SP:Iteration 28Q (4360.255843 sec): 3 clusters Score: Raw -946680.150371 + Penalty 2893.784098 = -943786.366273 nChanged 6 SP:Iteration 29Q (4360.301488 sec): 3 clusters Score: Raw -946681.252167 + Penalty 2893.784098 = -943787.468069 nChanged 7 SP:Iteration 30Q (4360.358472 sec): 3 clusters Score: Raw -946682.780859 + Penalty 2893.784098 = -943788.996761 nChanged 6 SP:Iteration 31Q (4360.426821 sec): 3 clusters Score: Raw -946683.494134 + Penalty 2893.784098 = -943789.710035 nChanged 4 SP:Iteration 32Q (4360.480000 sec): 3 clusters Score: Raw -946684.116221 + Penalty 2893.784098 = -943790.332122 nChanged 3 SP:Iteration 33Q (4360.530154 sec): 3 clusters Score: Raw -946684.466382 + Penalty 2893.784098 = -943790.682283 nChanged 4 SP:Iteration 34Q (4360.586142 sec): 3 clusters Score: Raw -946684.815889 + Penalty 2893.784098 = -943791.031791 nChanged 2 SP:Iteration 35Q (4360.642952 sec): 3 clusters Score: Raw -946685.316728 + Penalty 2893.784098 = -943791.532630 nChanged 4 SP:Iteration 36Q (4360.700960 sec): 3 clusters Score: Raw -946685.797604 + Penalty 2893.784098 = -943792.013505 nChanged 4 SP:Iteration 37Q (4360.757374 sec): 3 clusters Score: Raw -946686.507061 + Penalty 2893.784098 = -943792.722963 nChanged 4 SP:Iteration 38Q (4360.820713 sec): 3 clusters Score: Raw -946687.063772 + Penalty 2893.784098 = -943793.279673 nChanged 4 SP:Iteration 39Q (4360.871091 sec): 3 clusters Score: Raw -946688.029701 + Penalty 2893.784098 = -943794.245603 nChanged 0 SP:Iteration 40F (4360.925640 sec): 3 clusters Score: Raw -946688.029701 + Penalty 2893.784098 = -943794.245603 nChanged 0 Trying to split cluster 29 (132547 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4361.094537 sec): 2 clusters Score: Raw -17804018.822292 + Penalty 1916.637544 = -17802102.184748 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4361.331417 sec): 3 clusters Score: Raw -17717476.595221 + Penalty 3833.275088 = -17713643.320133 nChanged 63481 SP:Iteration 1F (4361.551839 sec): 3 clusters Score: Raw -17754659.976348 + Penalty 3833.275088 = -17750826.701260 nChanged 4688 SP:Iteration 2Q (4361.813919 sec): 3 clusters Score: Raw -17755864.793887 + Penalty 3833.275088 = -17752031.518799 nChanged 4763 SP:Iteration 3Q (4362.061357 sec): 3 clusters Score: Raw -17757257.537248 + Penalty 3833.275088 = -17753424.262160 nChanged 5022 SP:Iteration 4Q (4362.338968 sec): 3 clusters Score: Raw -17758909.068071 + Penalty 3833.275088 = -17755075.792983 nChanged 5447 SP:Iteration 5Q (4362.622869 sec): 3 clusters Score: Raw -17760958.353197 + Penalty 3833.275088 = -17757125.078109 nChanged 5930 SP:Iteration 6Q (4362.898364 sec): 3 clusters Score: Raw -17763528.870898 + Penalty 3833.275088 = -17759695.595810 nChanged 6649 SP:Iteration 7F (4363.151453 sec): 3 clusters Score: Raw -17766915.809685 + Penalty 3833.275088 = -17763082.534597 nChanged 7236 SP:Iteration 8F (4363.396002 sec): 3 clusters Score: Raw -17771271.155333 + Penalty 3833.275088 = -17767437.880245 nChanged 7505 SP:Iteration 9F (4363.653246 sec): 3 clusters Score: Raw -17776105.620487 + Penalty 3833.275088 = -17772272.345399 nChanged 7035 SP:Iteration 10F (4363.887848 sec): 3 clusters Score: Raw -17780107.879547 + Penalty 3833.275088 = -17776274.604459 nChanged 5510 SP:Iteration 11Q (4364.141718 sec): 3 clusters Score: Raw -17782327.835283 + Penalty 3833.275088 = -17778494.560195 nChanged 3616 SP:Iteration 12Q (4364.396803 sec): 3 clusters Score: Raw -17783227.539696 + Penalty 3833.275088 = -17779394.264608 nChanged 2244 SP:Iteration 13Q (4364.644641 sec): 3 clusters Score: Raw -17783628.911203 + Penalty 3833.275088 = -17779795.636115 nChanged 1620 SP:Iteration 14Q (4364.903750 sec): 3 clusters Score: Raw -17783897.813339 + Penalty 3833.275088 = -17780064.538251 nChanged 1349 SP:Iteration 15Q (4365.158835 sec): 3 clusters Score: Raw -17784134.310164 + Penalty 3833.275088 = -17780301.035076 nChanged 1346 SP:Iteration 16Q (4365.419409 sec): 3 clusters Score: Raw -17784393.251739 + Penalty 3833.275088 = -17780559.976651 nChanged 1439 SP:Iteration 17Q (4365.686511 sec): 3 clusters Score: Raw -17784672.378601 + Penalty 3833.275088 = -17780839.103513 nChanged 1405 SP:Iteration 18Q (4365.950178 sec): 3 clusters Score: Raw -17784944.380089 + Penalty 3833.275088 = -17781111.105001 nChanged 1445 SP:Iteration 19Q (4366.196415 sec): 3 clusters Score: Raw -17785223.380842 + Penalty 3833.275088 = -17781390.105754 nChanged 1472 SP:Iteration 20F (4366.436706 sec): 3 clusters Score: Raw -17785509.647821 + Penalty 3833.275088 = -17781676.372732 nChanged 1521 SP:Iteration 21Q (4366.680268 sec): 3 clusters Score: Raw -17785822.971967 + Penalty 3833.275088 = -17781989.696879 nChanged 1633 SP:Iteration 22Q (4366.932416 sec): 3 clusters Score: Raw -17786185.270751 + Penalty 3833.275088 = -17782351.995663 nChanged 1798 SP:Iteration 23Q (4367.197200 sec): 3 clusters Score: Raw -17786625.459296 + Penalty 3833.275088 = -17782792.184208 nChanged 1907 SP:Iteration 24Q (4367.446072 sec): 3 clusters Score: Raw -17787109.528088 + Penalty 3833.275088 = -17783276.253000 nChanged 2018 SP:Iteration 25Q (4367.706235 sec): 3 clusters Score: Raw -17787658.298324 + Penalty 3833.275088 = -17783825.023236 nChanged 2194 SP:Iteration 26Q (4367.971823 sec): 3 clusters Score: Raw -17788307.510107 + Penalty 3833.275088 = -17784474.235019 nChanged 2304 SP:Iteration 27Q (4368.235740 sec): 3 clusters Score: Raw -17789032.128381 + Penalty 3833.275088 = -17785198.853293 nChanged 2423 SP:Iteration 28Q (4368.491033 sec): 3 clusters Score: Raw -17789849.869724 + Penalty 3833.275088 = -17786016.594636 nChanged 2512 SP:Iteration 29Q (4368.705122 sec): 3 clusters Score: Raw -17790732.340612 + Penalty 3833.275088 = -17786899.065524 nChanged 2540 SP:Iteration 30Q (4368.943389 sec): 3 clusters Score: Raw -17791695.782492 + Penalty 3833.275088 = -17787862.507404 nChanged 2617 SP:Iteration 31Q (4369.189355 sec): 3 clusters Score: Raw -17792769.104647 + Penalty 3833.275088 = -17788935.829559 nChanged 2625 SP:Iteration 32Q (4369.432123 sec): 3 clusters Score: Raw -17793901.158217 + Penalty 3833.275088 = -17790067.883129 nChanged 2591 SP:Iteration 33Q (4369.666006 sec): 3 clusters Score: Raw -17795109.364121 + Penalty 3833.275088 = -17791276.089033 nChanged 2586 SP:Iteration 34Q (4369.901960 sec): 3 clusters Score: Raw -17796401.180813 + Penalty 3833.275088 = -17792567.905725 nChanged 2469 SP:Iteration 35Q (4370.142660 sec): 3 clusters Score: Raw -17797688.217160 + Penalty 3833.275088 = -17793854.942072 nChanged 2285 SP:Iteration 36Q (4370.386570 sec): 3 clusters Score: Raw -17798931.463801 + Penalty 3833.275088 = -17795098.188713 nChanged 2066 SP:Iteration 37Q (4370.603165 sec): 3 clusters Score: Raw -17800106.919613 + Penalty 3833.275088 = -17796273.644525 nChanged 1763 SP:Iteration 38Q (4370.806033 sec): 3 clusters Score: Raw -17801134.245785 + Penalty 3833.275088 = -17797300.970697 nChanged 1465 SP:Iteration 39Q (4371.015646 sec): 3 clusters Score: Raw -17801948.159273 + Penalty 3833.275088 = -17798114.884185 nChanged 1106 SP:Iteration 40F (4371.253898 sec): 3 clusters Score: Raw -17802608.866678 + Penalty 3833.275088 = -17798775.591590 nChanged 941 SP:Iteration 41Q (4371.449178 sec): 3 clusters Score: Raw -17803123.442216 + Penalty 3833.275088 = -17799290.167128 nChanged 700 SP:Iteration 42Q (4371.641424 sec): 3 clusters Score: Raw -17803499.845014 + Penalty 3833.275088 = -17799666.569926 nChanged 514 SP:Iteration 43Q (4371.836484 sec): 3 clusters Score: Raw -17803777.194434 + Penalty 3833.275088 = -17799943.919346 nChanged 359 SP:Iteration 44Q (4372.019492 sec): 3 clusters Score: Raw -17803941.188237 + Penalty 3833.275088 = -17800107.913149 nChanged 257 SP:Iteration 45Q (4372.210512 sec): 3 clusters Score: Raw -17804050.513657 + Penalty 3833.275088 = -17800217.238569 nChanged 189 SP:Iteration 46Q (4372.405039 sec): 3 clusters Score: Raw -17804131.524718 + Penalty 3833.275088 = -17800298.249630 nChanged 145 SP:Iteration 47Q (4372.626517 sec): 3 clusters Score: Raw -17804197.490891 + Penalty 3833.275088 = -17800364.215803 nChanged 133 SP:Iteration 48Q (4372.842422 sec): 3 clusters Score: Raw -17804252.617287 + Penalty 3833.275088 = -17800419.342199 nChanged 124 SP:Iteration 49Q (4373.060665 sec): 3 clusters Score: Raw -17804302.060928 + Penalty 3833.275088 = -17800468.785840 nChanged 76 SP:Iteration 50Q (4373.276864 sec): 3 clusters Score: Raw -17804332.664483 + Penalty 3833.275088 = -17800499.389395 nChanged 59 SP:Iteration 51Q (4373.488442 sec): 3 clusters Score: Raw -17804353.471088 + Penalty 3833.275088 = -17800520.196000 nChanged 47 SP:Iteration 52Q (4373.692934 sec): 3 clusters Score: Raw -17804370.287739 + Penalty 3833.275088 = -17800537.012651 nChanged 36 SP:Iteration 53Q (4373.904873 sec): 3 clusters Score: Raw -17804381.363627 + Penalty 3833.275088 = -17800548.088539 nChanged 29 SP:Iteration 54Q (4374.117948 sec): 3 clusters Score: Raw -17804389.730803 + Penalty 3833.275088 = -17800556.455715 nChanged 28 SP:Iteration 55Q (4374.322685 sec): 3 clusters Score: Raw -17804402.046615 + Penalty 3833.275088 = -17800568.771527 nChanged 31 SP:Iteration 56Q (4374.513515 sec): 3 clusters Score: Raw -17804413.711260 + Penalty 3833.275088 = -17800580.436172 nChanged 24 SP:Iteration 57Q (4374.702713 sec): 3 clusters Score: Raw -17804422.576444 + Penalty 3833.275088 = -17800589.301356 nChanged 23 SP:Iteration 58Q (4374.889827 sec): 3 clusters Score: Raw -17804430.954653 + Penalty 3833.275088 = -17800597.679565 nChanged 24 SP:Iteration 59Q (4375.079650 sec): 3 clusters Score: Raw -17804437.890757 + Penalty 3833.275088 = -17800604.615669 nChanged 12 SP:Iteration 60F (4375.312187 sec): 3 clusters Score: Raw -17804441.727600 + Penalty 3833.275088 = -17800608.452512 nChanged 9 SP:Iteration 61Q (4375.519391 sec): 3 clusters Score: Raw -17804443.681097 + Penalty 3833.275088 = -17800610.406009 nChanged 8 SP:Iteration 62Q (4375.703375 sec): 3 clusters Score: Raw -17804445.657692 + Penalty 3833.275088 = -17800612.382604 nChanged 8 SP:Iteration 63Q (4375.885563 sec): 3 clusters Score: Raw -17804448.554773 + Penalty 3833.275088 = -17800615.279685 nChanged 12 SP:Iteration 64Q (4376.090069 sec): 3 clusters Score: Raw -17804451.478980 + Penalty 3833.275088 = -17800618.203892 nChanged 11 SP:Iteration 65Q (4376.276061 sec): 3 clusters Score: Raw -17804454.434685 + Penalty 3833.275088 = -17800621.159597 nChanged 4 SP:Iteration 66Q (4376.501929 sec): 3 clusters Score: Raw -17804455.495613 + Penalty 3833.275088 = -17800622.220525 nChanged 3 SP:Iteration 67Q (4376.721299 sec): 3 clusters Score: Raw -17804456.383146 + Penalty 3833.275088 = -17800623.108058 nChanged 3 SP:Iteration 68Q (4376.929069 sec): 3 clusters Score: Raw -17804457.367753 + Penalty 3833.275088 = -17800624.092665 nChanged 5 SP:Iteration 69Q (4377.143140 sec): 3 clusters Score: Raw -17804459.123515 + Penalty 3833.275088 = -17800625.848427 nChanged 6 SP:Iteration 70Q (4377.351237 sec): 3 clusters Score: Raw -17804460.623508 + Penalty 3833.275088 = -17800627.348420 nChanged 2 SP:Iteration 71Q (4377.547405 sec): 3 clusters Score: Raw -17804460.942652 + Penalty 3833.275088 = -17800627.667564 nChanged 4 SP:Iteration 72Q (4377.759455 sec): 3 clusters Score: Raw -17804461.816706 + Penalty 3833.275088 = -17800628.541618 nChanged 4 SP:Iteration 73Q (4377.946434 sec): 3 clusters Score: Raw -17804462.977806 + Penalty 3833.275088 = -17800629.702718 nChanged 4 SP:Iteration 74Q (4378.150343 sec): 3 clusters Score: Raw -17804464.802095 + Penalty 3833.275088 = -17800631.527007 nChanged 7 SP:Iteration 75Q (4378.360599 sec): 3 clusters Score: Raw -17804466.694791 + Penalty 3833.275088 = -17800633.419703 nChanged 5 SP:Iteration 76Q (4378.563651 sec): 3 clusters Score: Raw -17804467.609618 + Penalty 3833.275088 = -17800634.334530 nChanged 1 SP:Iteration 77Q (4378.781141 sec): 3 clusters Score: Raw -17804467.749691 + Penalty 3833.275088 = -17800634.474603 nChanged 0 SP:Iteration 78F (4379.022324 sec): 3 clusters Score: Raw -17804467.749691 + Penalty 3833.275088 = -17800634.474603 nChanged 0 Trying to split cluster 30 (6216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4379.054070 sec): 2 clusters Score: Raw -841287.749442 + Penalty 1419.418307 = -839868.331135 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4379.101459 sec): 3 clusters Score: Raw -837950.780049 + Penalty 2838.836615 = -835111.943434 nChanged 2590 SP:Iteration 1F (4379.155809 sec): 3 clusters Score: Raw -839308.439716 + Penalty 2838.836615 = -836469.603101 nChanged 399 SP:Iteration 2F (4379.210023 sec): 3 clusters Score: Raw -839513.856186 + Penalty 2838.836615 = -836675.019571 nChanged 325 SP:Iteration 3F (4379.264130 sec): 3 clusters Score: Raw -839706.642995 + Penalty 2838.836615 = -836867.806380 nChanged 328 SP:Iteration 4F (4379.319084 sec): 3 clusters Score: Raw -839897.742545 + Penalty 2838.836615 = -837058.905930 nChanged 308 SP:Iteration 5Q (4379.374555 sec): 3 clusters Score: Raw -840090.347447 + Penalty 2838.836615 = -837251.510832 nChanged 313 SP:Iteration 6F (4379.427561 sec): 3 clusters Score: Raw -840298.686210 + Penalty 2838.836615 = -837459.849595 nChanged 319 SP:Iteration 7F (4379.487875 sec): 3 clusters Score: Raw -840528.202846 + Penalty 2838.836615 = -837689.366232 nChanged 314 SP:Iteration 8F (4379.531889 sec): 3 clusters Score: Raw -840756.995853 + Penalty 2838.836615 = -837918.159238 nChanged 308 SP:Iteration 9Q (4379.568978 sec): 3 clusters Score: Raw -840994.747258 + Penalty 2838.836615 = -838155.910643 nChanged 275 SP:Iteration 10Q (4379.619280 sec): 3 clusters Score: Raw -841198.789507 + Penalty 2838.836615 = -838359.952892 nChanged 212 SP:Iteration 11Q (4379.656442 sec): 3 clusters Score: Raw -841338.318630 + Penalty 2838.836615 = -838499.482015 nChanged 131 SP:Iteration 12Q (4379.707433 sec): 3 clusters Score: Raw -841431.490273 + Penalty 2838.836615 = -838592.653658 nChanged 123 SP:Iteration 13Q (4379.766033 sec): 3 clusters Score: Raw -841509.381186 + Penalty 2838.836615 = -838670.544572 nChanged 91 SP:Iteration 14Q (4379.824879 sec): 3 clusters Score: Raw -841566.174254 + Penalty 2838.836615 = -838727.337639 nChanged 79 SP:Iteration 15Q (4379.869258 sec): 3 clusters Score: Raw -841608.890419 + Penalty 2838.836615 = -838770.053804 nChanged 61 SP:Iteration 16Q (4379.926388 sec): 3 clusters Score: Raw -841639.021337 + Penalty 2838.836615 = -838800.184722 nChanged 58 SP:Iteration 17Q (4379.982516 sec): 3 clusters Score: Raw -841675.730386 + Penalty 2838.836615 = -838836.893771 nChanged 61 SP:Iteration 18Q (4380.028755 sec): 3 clusters Score: Raw -841707.424848 + Penalty 2838.836615 = -838868.588233 nChanged 42 SP:Iteration 19Q (4380.087669 sec): 3 clusters Score: Raw -841727.904776 + Penalty 2838.836615 = -838889.068161 nChanged 34 SP:Iteration 20F (4380.141644 sec): 3 clusters Score: Raw -841741.020773 + Penalty 2838.836615 = -838902.184158 nChanged 25 SP:Iteration 21Q (4380.190040 sec): 3 clusters Score: Raw -841748.857038 + Penalty 2838.836615 = -838910.020423 nChanged 19 SP:Iteration 22Q (4380.244498 sec): 3 clusters Score: Raw -841754.927094 + Penalty 2838.836615 = -838916.090479 nChanged 16 SP:Iteration 23Q (4380.293769 sec): 3 clusters Score: Raw -841759.417145 + Penalty 2838.836615 = -838920.580530 nChanged 15 SP:Iteration 24Q (4380.341145 sec): 3 clusters Score: Raw -841764.290726 + Penalty 2838.836615 = -838925.454111 nChanged 11 SP:Iteration 25Q (4380.385907 sec): 3 clusters Score: Raw -841768.149180 + Penalty 2838.836615 = -838929.312565 nChanged 13 SP:Iteration 26Q (4380.435221 sec): 3 clusters Score: Raw -841772.473756 + Penalty 2838.836615 = -838933.637142 nChanged 12 SP:Iteration 27Q (4380.493940 sec): 3 clusters Score: Raw -841778.825227 + Penalty 2838.836615 = -838939.988612 nChanged 14 SP:Iteration 28Q (4380.535156 sec): 3 clusters Score: Raw -841786.917119 + Penalty 2838.836615 = -838948.080504 nChanged 13 SP:Iteration 29Q (4380.583320 sec): 3 clusters Score: Raw -841791.023717 + Penalty 2838.836615 = -838952.187102 nChanged 15 SP:Iteration 30Q (4380.633037 sec): 3 clusters Score: Raw -841797.512985 + Penalty 2838.836615 = -838958.676370 nChanged 10 SP:Iteration 31Q (4380.686933 sec): 3 clusters Score: Raw -841802.305685 + Penalty 2838.836615 = -838963.469070 nChanged 10 SP:Iteration 32Q (4380.746463 sec): 3 clusters Score: Raw -841805.438150 + Penalty 2838.836615 = -838966.601535 nChanged 16 SP:Iteration 33Q (4380.795314 sec): 3 clusters Score: Raw -841812.728038 + Penalty 2838.836615 = -838973.891423 nChanged 10 SP:Iteration 34Q (4380.835437 sec): 3 clusters Score: Raw -841816.585735 + Penalty 2838.836615 = -838977.749120 nChanged 9 SP:Iteration 35Q (4380.887792 sec): 3 clusters Score: Raw -841821.629564 + Penalty 2838.836615 = -838982.792949 nChanged 12 SP:Iteration 36Q (4380.944982 sec): 3 clusters Score: Raw -841826.408664 + Penalty 2838.836615 = -838987.572049 nChanged 7 SP:Iteration 37Q (4380.968977 sec): 3 clusters Score: Raw -841829.585716 + Penalty 2838.836615 = -838990.749101 nChanged 13 SP:Iteration 38Q (4381.023280 sec): 3 clusters Score: Raw -841833.665668 + Penalty 2838.836615 = -838994.829053 nChanged 9 SP:Iteration 39Q (4381.079099 sec): 3 clusters Score: Raw -841836.110270 + Penalty 2838.836615 = -838997.273655 nChanged 6 SP:Iteration 40F (4381.128817 sec): 3 clusters Score: Raw -841837.882120 + Penalty 2838.836615 = -838999.045505 nChanged 2 SP:Iteration 41Q (4381.184110 sec): 3 clusters Score: Raw -841838.419357 + Penalty 2838.836615 = -838999.582742 nChanged 1 SP:Iteration 42Q (4381.241942 sec): 3 clusters Score: Raw -841838.558105 + Penalty 2838.836615 = -838999.721490 nChanged 5 SP:Iteration 43Q (4381.308927 sec): 3 clusters Score: Raw -841839.691462 + Penalty 2838.836615 = -839000.854847 nChanged 3 SP:Iteration 44Q (4381.360405 sec): 3 clusters Score: Raw -841841.267299 + Penalty 2838.836615 = -839002.430684 nChanged 4 SP:Iteration 45Q (4381.407978 sec): 3 clusters Score: Raw -841842.272596 + Penalty 2838.836615 = -839003.435981 nChanged 2 SP:Iteration 46Q (4381.454329 sec): 3 clusters Score: Raw -841842.628484 + Penalty 2838.836615 = -839003.791869 nChanged 1 SP:Iteration 47Q (4381.502418 sec): 3 clusters Score: Raw -841842.784473 + Penalty 2838.836615 = -839003.947858 nChanged 1 SP:Iteration 48Q (4381.559186 sec): 3 clusters Score: Raw -841842.878474 + Penalty 2838.836615 = -839004.041859 nChanged 0 SP:Iteration 49F (4381.623553 sec): 3 clusters Score: Raw -841842.878474 + Penalty 2838.836615 = -839004.041859 nChanged 0 Iteration 379Q (4388.005167 sec): 31 clusters Score: Raw -99944038.336371 + Penalty 66086.327377 = -99877952.008994 nChanged 90 Iteration 380F (4401.952371 sec): 31 clusters Score: Raw -99944040.905145 + Penalty 66086.327377 = -99877954.577768 nChanged 84 Iteration 381Q (4408.220860 sec): 31 clusters Score: Raw -99944042.582247 + Penalty 66086.327377 = -99877956.254870 nChanged 91 Iteration 382Q (4414.567911 sec): 31 clusters Score: Raw -99944044.848150 + Penalty 66086.327377 = -99877958.520773 nChanged 86 Iteration 383Q (4421.103085 sec): 31 clusters Score: Raw -99944046.878861 + Penalty 66086.327377 = -99877960.551484 nChanged 93 Iteration 384Q (4427.580734 sec): 31 clusters Score: Raw -99944048.735446 + Penalty 66086.327377 = -99877962.408069 nChanged 102 Iteration 385Q (4434.055359 sec): 31 clusters Score: Raw -99944050.949218 + Penalty 66086.327377 = -99877964.621841 nChanged 107 Iteration 386Q (4440.353825 sec): 31 clusters Score: Raw -99944053.243654 + Penalty 66086.327377 = -99877966.916277 nChanged 117 Iteration 387Q (4446.658355 sec): 31 clusters Score: Raw -99944055.693912 + Penalty 66086.327377 = -99877969.366535 nChanged 100 Iteration 388Q (4453.042908 sec): 31 clusters Score: Raw -99944058.161607 + Penalty 66086.327377 = -99877971.834230 nChanged 111 Iteration 389Q (4459.385219 sec): 31 clusters Score: Raw -99944060.850979 + Penalty 66086.327377 = -99877974.523602 nChanged 121 Iteration 390Q (4465.618818 sec): 31 clusters Score: Raw -99944064.102660 + Penalty 66086.327377 = -99877977.775283 nChanged 119 Iteration 391Q (4472.079968 sec): 31 clusters Score: Raw -99944067.053317 + Penalty 66086.327377 = -99877980.725940 nChanged 120 Iteration 392Q (4478.596054 sec): 31 clusters Score: Raw -99944070.280726 + Penalty 66086.327377 = -99877983.953350 nChanged 129 Iteration 393Q (4485.122505 sec): 31 clusters Score: Raw -99944073.439412 + Penalty 66086.327377 = -99877987.112035 nChanged 135 Iteration 394Q (4491.502256 sec): 31 clusters Score: Raw -99944077.253736 + Penalty 66086.327377 = -99877990.926359 nChanged 120 Iteration 395Q (4497.732090 sec): 31 clusters Score: Raw -99944080.546848 + Penalty 66086.327377 = -99877994.219471 nChanged 119 Iteration 396Q (4504.118584 sec): 31 clusters Score: Raw -99944083.988258 + Penalty 66086.327377 = -99877997.660881 nChanged 136 Iteration 397Q (4510.392956 sec): 31 clusters Score: Raw -99944087.531343 + Penalty 66086.327377 = -99878001.203966 nChanged 120 Iteration 398Q (4516.982017 sec): 31 clusters Score: Raw -99944090.683609 + Penalty 66086.327377 = -99878004.356232 nChanged 119 Iteration 399Q (4523.742531 sec): 31 clusters Score: Raw -99944093.821657 + Penalty 66086.327377 = -99878007.494280 nChanged 114 Iteration 400F (4537.676742 sec): 31 clusters Score: Raw -99944096.572036 + Penalty 66086.327377 = -99878010.244659 nChanged 100 Iteration 401Q (4544.449946 sec): 31 clusters Score: Raw -99944099.490482 + Penalty 66086.327377 = -99878013.163105 nChanged 88 Iteration 402Q (4551.376203 sec): 31 clusters Score: Raw -99944102.150828 + Penalty 66086.327377 = -99878015.823451 nChanged 82 Iteration 403Q (4558.050743 sec): 31 clusters Score: Raw -99944104.264124 + Penalty 66086.327377 = -99878017.936747 nChanged 94 Iteration 404Q (4564.965343 sec): 31 clusters Score: Raw -99944107.283988 + Penalty 66086.327377 = -99878020.956611 nChanged 79 Iteration 405Q (4571.891647 sec): 31 clusters Score: Raw -99944109.473230 + Penalty 66086.327377 = -99878023.145853 nChanged 74 Iteration 406Q (4578.609846 sec): 31 clusters Score: Raw -99944111.482562 + Penalty 66086.327377 = -99878025.155185 nChanged 70 Iteration 407Q (4585.616218 sec): 31 clusters Score: Raw -99944113.229468 + Penalty 66086.327377 = -99878026.902091 nChanged 84 Iteration 408Q (4592.482673 sec): 31 clusters Score: Raw -99944115.202940 + Penalty 66086.327377 = -99878028.875563 nChanged 76 Iteration 409Q (4599.253198 sec): 31 clusters Score: Raw -99944117.156079 + Penalty 66086.327377 = -99878030.828702 nChanged 77 Iteration 410Q (4606.193891 sec): 31 clusters Score: Raw -99944119.214464 + Penalty 66086.327377 = -99878032.887087 nChanged 79 Iteration 411Q (4612.909224 sec): 31 clusters Score: Raw -99944121.668826 + Penalty 66086.327377 = -99878035.341449 nChanged 88 Iteration 412Q (4619.582755 sec): 31 clusters Score: Raw -99944124.636441 + Penalty 66086.327377 = -99878038.309065 nChanged 103 Iteration 413Q (4626.509882 sec): 31 clusters Score: Raw -99944127.424095 + Penalty 66086.327377 = -99878041.096718 nChanged 96 Iteration 414Q (4633.256397 sec): 31 clusters Score: Raw -99944130.044764 + Penalty 66086.327377 = -99878043.717387 nChanged 98 Iteration 415Q (4640.039615 sec): 31 clusters Score: Raw -99944132.197419 + Penalty 66086.327377 = -99878045.870043 nChanged 91 Iteration 416Q (4646.812027 sec): 31 clusters Score: Raw -99944134.088426 + Penalty 66086.327377 = -99878047.761049 nChanged 89 Iteration 417Q (4653.569870 sec): 31 clusters Score: Raw -99944135.963015 + Penalty 66086.327377 = -99878049.635638 nChanged 96 Iteration 418Q (4660.541445 sec): 31 clusters Score: Raw -99944138.442837 + Penalty 66086.327377 = -99878052.115460 nChanged 88 Writing temp clu file Because OldScore, -99878049.635638, is greater than current (better) Score,-99878052.115460 Compute initial score before splitting: Score: Raw -99944138.442837 + Penalty 66086.327377 = -99878052.115460 Trying to split cluster 1 (8414 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4660.790445 sec): 2 clusters Score: Raw -1096640.686461 + Penalty 1468.618493 = -1095172.067968 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4660.854239 sec): 3 clusters Score: Raw -1091963.072871 + Penalty 2937.236986 = -1089025.835885 nChanged 3551 SP:Iteration 1F (4660.917938 sec): 3 clusters Score: Raw -1093942.689320 + Penalty 2937.236986 = -1091005.452334 nChanged 532 SP:Iteration 2F (4660.980705 sec): 3 clusters Score: Raw -1094155.406019 + Penalty 2937.236986 = -1091218.169033 nChanged 401 SP:Iteration 3Q (4661.043677 sec): 3 clusters Score: Raw -1094347.661492 + Penalty 2937.236986 = -1091410.424506 nChanged 404 SP:Iteration 4Q (4661.100798 sec): 3 clusters Score: Raw -1094555.874462 + Penalty 2937.236986 = -1091618.637476 nChanged 410 SP:Iteration 5Q (4661.158797 sec): 3 clusters Score: Raw -1094786.268481 + Penalty 2937.236986 = -1091849.031495 nChanged 395 SP:Iteration 6Q (4661.212346 sec): 3 clusters Score: Raw -1095021.430178 + Penalty 2937.236986 = -1092084.193192 nChanged 382 SP:Iteration 7Q (4661.272122 sec): 3 clusters Score: Raw -1095247.624365 + Penalty 2937.236986 = -1092310.387379 nChanged 372 SP:Iteration 8Q (4661.335921 sec): 3 clusters Score: Raw -1095506.224526 + Penalty 2937.236986 = -1092568.987541 nChanged 379 SP:Iteration 9Q (4661.399066 sec): 3 clusters Score: Raw -1095792.595266 + Penalty 2937.236986 = -1092855.358281 nChanged 321 SP:Iteration 10Q (4661.461884 sec): 3 clusters Score: Raw -1096032.125108 + Penalty 2937.236986 = -1093094.888122 nChanged 251 SP:Iteration 11Q (4661.525273 sec): 3 clusters Score: Raw -1096216.109689 + Penalty 2937.236986 = -1093278.872703 nChanged 196 SP:Iteration 12Q (4661.582504 sec): 3 clusters Score: Raw -1096378.232619 + Penalty 2937.236986 = -1093440.995634 nChanged 150 SP:Iteration 13Q (4661.641292 sec): 3 clusters Score: Raw -1096502.307907 + Penalty 2937.236986 = -1093565.070921 nChanged 125 SP:Iteration 14Q (4661.695243 sec): 3 clusters Score: Raw -1096603.067774 + Penalty 2937.236986 = -1093665.830788 nChanged 93 SP:Iteration 15Q (4661.756543 sec): 3 clusters Score: Raw -1096664.057787 + Penalty 2937.236986 = -1093726.820801 nChanged 56 SP:Iteration 16Q (4661.819053 sec): 3 clusters Score: Raw -1096712.748740 + Penalty 2937.236986 = -1093775.511754 nChanged 58 SP:Iteration 17Q (4661.869350 sec): 3 clusters Score: Raw -1096759.406265 + Penalty 2937.236986 = -1093822.169279 nChanged 51 SP:Iteration 18Q (4661.930078 sec): 3 clusters Score: Raw -1096801.781739 + Penalty 2937.236986 = -1093864.544753 nChanged 36 SP:Iteration 19Q (4661.982650 sec): 3 clusters Score: Raw -1096837.050488 + Penalty 2937.236986 = -1093899.813502 nChanged 38 SP:Iteration 20F (4662.034960 sec): 3 clusters Score: Raw -1096861.942636 + Penalty 2937.236986 = -1093924.705651 nChanged 18 SP:Iteration 21Q (4662.089076 sec): 3 clusters Score: Raw -1096877.619909 + Penalty 2937.236986 = -1093940.382923 nChanged 14 SP:Iteration 22Q (4662.145232 sec): 3 clusters Score: Raw -1096884.093626 + Penalty 2937.236986 = -1093946.856640 nChanged 8 SP:Iteration 23Q (4662.190402 sec): 3 clusters Score: Raw -1096889.185022 + Penalty 2937.236986 = -1093951.948036 nChanged 9 SP:Iteration 24Q (4662.214017 sec): 3 clusters Score: Raw -1096893.504011 + Penalty 2937.236986 = -1093956.267025 nChanged 9 SP:Iteration 25Q (4662.237155 sec): 3 clusters Score: Raw -1096899.875740 + Penalty 2937.236986 = -1093962.638755 nChanged 12 SP:Iteration 26Q (4662.305386 sec): 3 clusters Score: Raw -1096907.503813 + Penalty 2937.236986 = -1093970.266827 nChanged 8 SP:Iteration 27Q (4662.320539 sec): 3 clusters Score: Raw -1096911.877857 + Penalty 2937.236986 = -1093974.640872 nChanged 6 SP:Iteration 28Q (4662.343939 sec): 3 clusters Score: Raw -1096914.448737 + Penalty 2937.236986 = -1093977.211751 nChanged 6 SP:Iteration 29Q (4662.367414 sec): 3 clusters Score: Raw -1096917.128313 + Penalty 2937.236986 = -1093979.891327 nChanged 5 SP:Iteration 30Q (4662.427483 sec): 3 clusters Score: Raw -1096920.481881 + Penalty 2937.236986 = -1093983.244896 nChanged 2 SP:Iteration 31Q (4662.490499 sec): 3 clusters Score: Raw -1096922.260178 + Penalty 2937.236986 = -1093985.023192 nChanged 2 SP:Iteration 32Q (4662.544804 sec): 3 clusters Score: Raw -1096923.859298 + Penalty 2937.236986 = -1093986.622312 nChanged 6 SP:Iteration 33Q (4662.586769 sec): 3 clusters Score: Raw -1096927.629083 + Penalty 2937.236986 = -1093990.392097 nChanged 3 SP:Iteration 34Q (4662.636792 sec): 3 clusters Score: Raw -1096929.710515 + Penalty 2937.236986 = -1093992.473529 nChanged 2 SP:Iteration 35Q (4662.690808 sec): 3 clusters Score: Raw -1096931.129650 + Penalty 2937.236986 = -1093993.892664 nChanged 2 SP:Iteration 36Q (4662.744558 sec): 3 clusters Score: Raw -1096932.096939 + Penalty 2937.236986 = -1093994.859954 nChanged 3 SP:Iteration 37Q (4662.795609 sec): 3 clusters Score: Raw -1096933.205912 + Penalty 2937.236986 = -1093995.968926 nChanged 2 SP:Iteration 38Q (4662.845915 sec): 3 clusters Score: Raw -1096934.002400 + Penalty 2937.236986 = -1093996.765414 nChanged 2 SP:Iteration 39Q (4662.895081 sec): 3 clusters Score: Raw -1096934.750233 + Penalty 2937.236986 = -1093997.513247 nChanged 3 SP:Iteration 40F (4662.951855 sec): 3 clusters Score: Raw -1096935.640897 + Penalty 2937.236986 = -1093998.403912 nChanged 1 SP:Iteration 41Q (4663.012994 sec): 3 clusters Score: Raw -1096936.441859 + Penalty 2937.236986 = -1093999.204873 nChanged 1 SP:Iteration 42Q (4663.056876 sec): 3 clusters Score: Raw -1096936.859805 + Penalty 2937.236986 = -1093999.622819 nChanged 1 SP:Iteration 43Q (4663.114646 sec): 3 clusters Score: Raw -1096937.129070 + Penalty 2937.236986 = -1093999.892084 nChanged 0 SP:Iteration 44F (4663.162430 sec): 3 clusters Score: Raw -1096937.129070 + Penalty 2937.236986 = -1093999.892084 nChanged 0 Trying to split cluster 2 (2824 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4663.190075 sec): 2 clusters Score: Raw -359341.446975 + Penalty 1291.210310 = -358050.236665 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4663.234969 sec): 3 clusters Score: Raw -357988.491266 + Penalty 2582.420620 = -355406.070647 nChanged 1055 SP:Iteration 1F (4663.281573 sec): 3 clusters Score: Raw -358630.744181 + Penalty 2582.420620 = -356048.323561 nChanged 262 SP:Iteration 2F (4663.321038 sec): 3 clusters Score: Raw -358868.599697 + Penalty 2582.420620 = -356286.179077 nChanged 199 SP:Iteration 3F (4663.366189 sec): 3 clusters Score: Raw -359043.932554 + Penalty 2582.420620 = -356461.511934 nChanged 158 SP:Iteration 4F (4663.407695 sec): 3 clusters Score: Raw -359210.345732 + Penalty 2582.420620 = -356627.925113 nChanged 149 SP:Iteration 5F (4663.457939 sec): 3 clusters Score: Raw -359359.252193 + Penalty 2582.420620 = -356776.831573 nChanged 129 SP:Iteration 6Q (4663.496586 sec): 3 clusters Score: Raw -359466.867998 + Penalty 2582.420620 = -356884.447378 nChanged 99 SP:Iteration 7Q (4663.553272 sec): 3 clusters Score: Raw -359561.179614 + Penalty 2582.420620 = -356978.758994 nChanged 105 SP:Iteration 8Q (4663.592831 sec): 3 clusters Score: Raw -359654.328454 + Penalty 2582.420620 = -357071.907835 nChanged 85 SP:Iteration 9Q (4663.642576 sec): 3 clusters Score: Raw -359719.784019 + Penalty 2582.420620 = -357137.363399 nChanged 65 SP:Iteration 10Q (4663.687100 sec): 3 clusters Score: Raw -359764.627664 + Penalty 2582.420620 = -357182.207045 nChanged 51 SP:Iteration 11Q (4663.736963 sec): 3 clusters Score: Raw -359799.812766 + Penalty 2582.420620 = -357217.392147 nChanged 52 SP:Iteration 12Q (4663.783695 sec): 3 clusters Score: Raw -359830.921948 + Penalty 2582.420620 = -357248.501329 nChanged 40 SP:Iteration 13Q (4663.810811 sec): 3 clusters Score: Raw -359857.739249 + Penalty 2582.420620 = -357275.318629 nChanged 39 SP:Iteration 14Q (4663.828910 sec): 3 clusters Score: Raw -359881.196818 + Penalty 2582.420620 = -357298.776198 nChanged 39 SP:Iteration 15Q (4663.846757 sec): 3 clusters Score: Raw -359904.830472 + Penalty 2582.420620 = -357322.409852 nChanged 27 SP:Iteration 16Q (4663.860624 sec): 3 clusters Score: Raw -359920.669209 + Penalty 2582.420620 = -357338.248590 nChanged 12 SP:Iteration 17Q (4663.874448 sec): 3 clusters Score: Raw -359926.320839 + Penalty 2582.420620 = -357343.900220 nChanged 8 SP:Iteration 18Q (4663.888160 sec): 3 clusters Score: Raw -359929.183752 + Penalty 2582.420620 = -357346.763133 nChanged 6 SP:Iteration 19Q (4663.908915 sec): 3 clusters Score: Raw -359930.936942 + Penalty 2582.420620 = -357348.516322 nChanged 6 SP:Iteration 20F (4663.923069 sec): 3 clusters Score: Raw -359932.704283 + Penalty 2582.420620 = -357350.283663 nChanged 6 SP:Iteration 21Q (4663.936642 sec): 3 clusters Score: Raw -359934.609590 + Penalty 2582.420620 = -357352.188971 nChanged 8 SP:Iteration 22Q (4663.954859 sec): 3 clusters Score: Raw -359936.985410 + Penalty 2582.420620 = -357354.564790 nChanged 7 SP:Iteration 23Q (4663.972164 sec): 3 clusters Score: Raw -359939.899902 + Penalty 2582.420620 = -357357.479282 nChanged 6 SP:Iteration 24Q (4663.989620 sec): 3 clusters Score: Raw -359942.009771 + Penalty 2582.420620 = -357359.589151 nChanged 3 SP:Iteration 25Q (4664.006918 sec): 3 clusters Score: Raw -359942.960834 + Penalty 2582.420620 = -357360.540215 nChanged 2 SP:Iteration 26Q (4664.024087 sec): 3 clusters Score: Raw -359943.822325 + Penalty 2582.420620 = -357361.401705 nChanged 2 SP:Iteration 27Q (4664.036946 sec): 3 clusters Score: Raw -359945.493700 + Penalty 2582.420620 = -357363.073081 nChanged 3 SP:Iteration 28Q (4664.054238 sec): 3 clusters Score: Raw -359946.617795 + Penalty 2582.420620 = -357364.197175 nChanged 3 SP:Iteration 29Q (4664.083844 sec): 3 clusters Score: Raw -359947.389366 + Penalty 2582.420620 = -357364.968747 nChanged 3 SP:Iteration 30Q (4664.132928 sec): 3 clusters Score: Raw -359949.509647 + Penalty 2582.420620 = -357367.089027 nChanged 4 SP:Iteration 31Q (4664.174613 sec): 3 clusters Score: Raw -359951.240779 + Penalty 2582.420620 = -357368.820159 nChanged 2 SP:Iteration 32Q (4664.188476 sec): 3 clusters Score: Raw -359951.904935 + Penalty 2582.420620 = -357369.484315 nChanged 1 SP:Iteration 33Q (4664.208336 sec): 3 clusters Score: Raw -359952.319954 + Penalty 2582.420620 = -357369.899334 nChanged 1 SP:Iteration 34Q (4664.222021 sec): 3 clusters Score: Raw -359952.853921 + Penalty 2582.420620 = -357370.433301 nChanged 1 SP:Iteration 35Q (4664.236033 sec): 3 clusters Score: Raw -359953.006152 + Penalty 2582.420620 = -357370.585533 nChanged 1 SP:Iteration 36Q (4664.249758 sec): 3 clusters Score: Raw -359953.332270 + Penalty 2582.420620 = -357370.911650 nChanged 1 SP:Iteration 37Q (4664.266853 sec): 3 clusters Score: Raw -359953.457510 + Penalty 2582.420620 = -357371.036890 nChanged 1 SP:Iteration 38Q (4664.279598 sec): 3 clusters Score: Raw -359953.783303 + Penalty 2582.420620 = -357371.362683 nChanged 0 SP:Iteration 39F (4664.297115 sec): 3 clusters Score: Raw -359953.783303 + Penalty 2582.420620 = -357371.362683 nChanged 0 Trying to split cluster 3 (12462 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4664.327371 sec): 2 clusters Score: Raw -1640633.695438 + Penalty 1532.446385 = -1639101.249053 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4664.395819 sec): 3 clusters Score: Raw -1633367.410945 + Penalty 3064.892770 = -1630302.518175 nChanged 5496 SP:Iteration 1F (4664.430344 sec): 3 clusters Score: Raw -1636287.090001 + Penalty 3064.892770 = -1633222.197230 nChanged 635 SP:Iteration 2F (4664.467040 sec): 3 clusters Score: Raw -1636528.144861 + Penalty 3064.892770 = -1633463.252091 nChanged 571 SP:Iteration 3Q (4664.507149 sec): 3 clusters Score: Raw -1636749.920279 + Penalty 3064.892770 = -1633685.027509 nChanged 482 SP:Iteration 4Q (4664.539457 sec): 3 clusters Score: Raw -1636928.101197 + Penalty 3064.892770 = -1633863.208427 nChanged 436 SP:Iteration 5Q (4664.577091 sec): 3 clusters Score: Raw -1637106.679099 + Penalty 3064.892770 = -1634041.786329 nChanged 445 SP:Iteration 6Q (4664.615535 sec): 3 clusters Score: Raw -1637297.695049 + Penalty 3064.892770 = -1634232.802279 nChanged 453 SP:Iteration 7Q (4664.650418 sec): 3 clusters Score: Raw -1637489.922703 + Penalty 3064.892770 = -1634425.029933 nChanged 442 SP:Iteration 8Q (4664.689875 sec): 3 clusters Score: Raw -1637681.870312 + Penalty 3064.892770 = -1634616.977542 nChanged 471 SP:Iteration 9Q (4664.727660 sec): 3 clusters Score: Raw -1637897.255478 + Penalty 3064.892770 = -1634832.362708 nChanged 487 SP:Iteration 10Q (4664.764504 sec): 3 clusters Score: Raw -1638122.989418 + Penalty 3064.892770 = -1635058.096648 nChanged 477 SP:Iteration 11Q (4664.797097 sec): 3 clusters Score: Raw -1638357.428835 + Penalty 3064.892770 = -1635292.536065 nChanged 458 SP:Iteration 12Q (4664.839835 sec): 3 clusters Score: Raw -1638590.127788 + Penalty 3064.892770 = -1635525.235018 nChanged 425 SP:Iteration 13Q (4664.874913 sec): 3 clusters Score: Raw -1638805.712666 + Penalty 3064.892770 = -1635740.819896 nChanged 409 SP:Iteration 14Q (4664.913172 sec): 3 clusters Score: Raw -1639004.907340 + Penalty 3064.892770 = -1635940.014570 nChanged 348 SP:Iteration 15Q (4664.949423 sec): 3 clusters Score: Raw -1639155.540889 + Penalty 3064.892770 = -1636090.648118 nChanged 299 SP:Iteration 16Q (4664.982229 sec): 3 clusters Score: Raw -1639264.126018 + Penalty 3064.892770 = -1636199.233248 nChanged 202 SP:Iteration 17Q (4665.019384 sec): 3 clusters Score: Raw -1639328.082520 + Penalty 3064.892770 = -1636263.189750 nChanged 151 SP:Iteration 18Q (4665.050330 sec): 3 clusters Score: Raw -1639374.064918 + Penalty 3064.892770 = -1636309.172148 nChanged 133 SP:Iteration 19Q (4665.081243 sec): 3 clusters Score: Raw -1639419.082426 + Penalty 3064.892770 = -1636354.189656 nChanged 138 SP:Iteration 20F (4665.112580 sec): 3 clusters Score: Raw -1639464.002581 + Penalty 3064.892770 = -1636399.109811 nChanged 133 SP:Iteration 21Q (4665.143281 sec): 3 clusters Score: Raw -1639502.226730 + Penalty 3064.892770 = -1636437.333960 nChanged 114 SP:Iteration 22Q (4665.176649 sec): 3 clusters Score: Raw -1639532.303482 + Penalty 3064.892770 = -1636467.410712 nChanged 109 SP:Iteration 23Q (4665.211172 sec): 3 clusters Score: Raw -1639559.943817 + Penalty 3064.892770 = -1636495.051047 nChanged 105 SP:Iteration 24Q (4665.248448 sec): 3 clusters Score: Raw -1639584.544148 + Penalty 3064.892770 = -1636519.651378 nChanged 103 SP:Iteration 25Q (4665.284664 sec): 3 clusters Score: Raw -1639614.165911 + Penalty 3064.892770 = -1636549.273141 nChanged 136 SP:Iteration 26Q (4665.318861 sec): 3 clusters Score: Raw -1639651.396882 + Penalty 3064.892770 = -1636586.504112 nChanged 124 SP:Iteration 27Q (4665.349483 sec): 3 clusters Score: Raw -1639685.255851 + Penalty 3064.892770 = -1636620.363081 nChanged 133 SP:Iteration 28Q (4665.381946 sec): 3 clusters Score: Raw -1639722.184501 + Penalty 3064.892770 = -1636657.291731 nChanged 133 SP:Iteration 29Q (4665.419074 sec): 3 clusters Score: Raw -1639757.787299 + Penalty 3064.892770 = -1636692.894529 nChanged 123 SP:Iteration 30Q (4665.452559 sec): 3 clusters Score: Raw -1639793.683522 + Penalty 3064.892770 = -1636728.790752 nChanged 125 SP:Iteration 31Q (4665.519027 sec): 3 clusters Score: Raw -1639829.324983 + Penalty 3064.892770 = -1636764.432213 nChanged 105 SP:Iteration 32Q (4665.582952 sec): 3 clusters Score: Raw -1639856.812756 + Penalty 3064.892770 = -1636791.919986 nChanged 96 SP:Iteration 33Q (4665.629035 sec): 3 clusters Score: Raw -1639877.329349 + Penalty 3064.892770 = -1636812.436578 nChanged 97 SP:Iteration 34Q (4665.660493 sec): 3 clusters Score: Raw -1639900.086531 + Penalty 3064.892770 = -1636835.193761 nChanged 102 SP:Iteration 35Q (4665.727576 sec): 3 clusters Score: Raw -1639924.552605 + Penalty 3064.892770 = -1636859.659834 nChanged 81 SP:Iteration 36Q (4665.794508 sec): 3 clusters Score: Raw -1639941.136158 + Penalty 3064.892770 = -1636876.243387 nChanged 70 SP:Iteration 37Q (4665.861381 sec): 3 clusters Score: Raw -1639958.018068 + Penalty 3064.892770 = -1636893.125298 nChanged 79 SP:Iteration 38Q (4665.927896 sec): 3 clusters Score: Raw -1639974.974247 + Penalty 3064.892770 = -1636910.081477 nChanged 72 SP:Iteration 39Q (4665.994199 sec): 3 clusters Score: Raw -1639992.187688 + Penalty 3064.892770 = -1636927.294918 nChanged 85 SP:Iteration 40F (4666.062832 sec): 3 clusters Score: Raw -1640013.971734 + Penalty 3064.892770 = -1636949.078964 nChanged 92 SP:Iteration 41Q (4666.129282 sec): 3 clusters Score: Raw -1640043.060155 + Penalty 3064.892770 = -1636978.167384 nChanged 106 SP:Iteration 42Q (4666.196662 sec): 3 clusters Score: Raw -1640074.577641 + Penalty 3064.892770 = -1637009.684870 nChanged 108 SP:Iteration 43Q (4666.263852 sec): 3 clusters Score: Raw -1640108.176144 + Penalty 3064.892770 = -1637043.283374 nChanged 112 SP:Iteration 44Q (4666.330165 sec): 3 clusters Score: Raw -1640145.806996 + Penalty 3064.892770 = -1637080.914225 nChanged 108 SP:Iteration 45Q (4666.392152 sec): 3 clusters Score: Raw -1640183.270879 + Penalty 3064.892770 = -1637118.378108 nChanged 102 SP:Iteration 46Q (4666.458657 sec): 3 clusters Score: Raw -1640215.233757 + Penalty 3064.892770 = -1637150.340987 nChanged 98 SP:Iteration 47Q (4666.516916 sec): 3 clusters Score: Raw -1640245.180283 + Penalty 3064.892770 = -1637180.287513 nChanged 100 SP:Iteration 48Q (4666.583017 sec): 3 clusters Score: Raw -1640278.341620 + Penalty 3064.892770 = -1637213.448849 nChanged 103 SP:Iteration 49Q (4666.645390 sec): 3 clusters Score: Raw -1640317.271103 + Penalty 3064.892770 = -1637252.378332 nChanged 106 SP:Iteration 50Q (4666.710837 sec): 3 clusters Score: Raw -1640358.168791 + Penalty 3064.892770 = -1637293.276021 nChanged 110 SP:Iteration 51Q (4666.767228 sec): 3 clusters Score: Raw -1640403.502206 + Penalty 3064.892770 = -1637338.609436 nChanged 98 SP:Iteration 52Q (4666.832232 sec): 3 clusters Score: Raw -1640443.023716 + Penalty 3064.892770 = -1637378.130946 nChanged 96 SP:Iteration 53Q (4666.897813 sec): 3 clusters Score: Raw -1640484.304980 + Penalty 3064.892770 = -1637419.412210 nChanged 89 SP:Iteration 54Q (4666.974675 sec): 3 clusters Score: Raw -1640526.868616 + Penalty 3064.892770 = -1637461.975846 nChanged 94 SP:Iteration 55Q (4667.028587 sec): 3 clusters Score: Raw -1640572.892598 + Penalty 3064.892770 = -1637507.999828 nChanged 99 SP:Iteration 56Q (4667.093716 sec): 3 clusters Score: Raw -1640621.294016 + Penalty 3064.892770 = -1637556.401246 nChanged 80 SP:Iteration 57Q (4667.159256 sec): 3 clusters Score: Raw -1640653.810609 + Penalty 3064.892770 = -1637588.917838 nChanged 78 SP:Iteration 58Q (4667.223404 sec): 3 clusters Score: Raw -1640687.654685 + Penalty 3064.892770 = -1637622.761915 nChanged 65 SP:Iteration 59Q (4667.288295 sec): 3 clusters Score: Raw -1640712.951009 + Penalty 3064.892770 = -1637648.058239 nChanged 52 SP:Iteration 60F (4667.350405 sec): 3 clusters Score: Raw -1640731.603529 + Penalty 3064.892770 = -1637666.710758 nChanged 49 SP:Iteration 61Q (4667.416559 sec): 3 clusters Score: Raw -1640748.199273 + Penalty 3064.892770 = -1637683.306502 nChanged 41 SP:Iteration 62Q (4667.482764 sec): 3 clusters Score: Raw -1640760.075388 + Penalty 3064.892770 = -1637695.182618 nChanged 34 SP:Iteration 63Q (4667.539236 sec): 3 clusters Score: Raw -1640771.405896 + Penalty 3064.892770 = -1637706.513126 nChanged 37 SP:Iteration 64Q (4667.608635 sec): 3 clusters Score: Raw -1640784.624323 + Penalty 3064.892770 = -1637719.731552 nChanged 34 SP:Iteration 65Q (4667.659419 sec): 3 clusters Score: Raw -1640795.496587 + Penalty 3064.892770 = -1637730.603816 nChanged 27 SP:Iteration 66Q (4667.723756 sec): 3 clusters Score: Raw -1640803.217447 + Penalty 3064.892770 = -1637738.324676 nChanged 27 SP:Iteration 67Q (4667.781029 sec): 3 clusters Score: Raw -1640809.230147 + Penalty 3064.892770 = -1637744.337377 nChanged 19 SP:Iteration 68Q (4667.846095 sec): 3 clusters Score: Raw -1640813.882527 + Penalty 3064.892770 = -1637748.989757 nChanged 18 SP:Iteration 69Q (4667.910982 sec): 3 clusters Score: Raw -1640820.854411 + Penalty 3064.892770 = -1637755.961641 nChanged 14 SP:Iteration 70Q (4667.987537 sec): 3 clusters Score: Raw -1640825.212364 + Penalty 3064.892770 = -1637760.319593 nChanged 16 SP:Iteration 71Q (4668.039989 sec): 3 clusters Score: Raw -1640829.553189 + Penalty 3064.892770 = -1637764.660418 nChanged 11 SP:Iteration 72Q (4668.116121 sec): 3 clusters Score: Raw -1640833.994232 + Penalty 3064.892770 = -1637769.101461 nChanged 14 SP:Iteration 73Q (4668.168607 sec): 3 clusters Score: Raw -1640839.968127 + Penalty 3064.892770 = -1637775.075356 nChanged 17 SP:Iteration 74Q (4668.234427 sec): 3 clusters Score: Raw -1640847.436526 + Penalty 3064.892770 = -1637782.543756 nChanged 14 SP:Iteration 75Q (4668.299898 sec): 3 clusters Score: Raw -1640853.088033 + Penalty 3064.892770 = -1637788.195263 nChanged 11 SP:Iteration 76Q (4668.364951 sec): 3 clusters Score: Raw -1640856.170317 + Penalty 3064.892770 = -1637791.277546 nChanged 11 SP:Iteration 77Q (4668.429466 sec): 3 clusters Score: Raw -1640859.449070 + Penalty 3064.892770 = -1637794.556300 nChanged 9 SP:Iteration 78Q (4668.494347 sec): 3 clusters Score: Raw -1640861.744027 + Penalty 3064.892770 = -1637796.851257 nChanged 8 SP:Iteration 79Q (4668.558681 sec): 3 clusters Score: Raw -1640863.747194 + Penalty 3064.892770 = -1637798.854423 nChanged 7 SP:Iteration 80F (4668.615253 sec): 3 clusters Score: Raw -1640865.581876 + Penalty 3064.892770 = -1637800.689106 nChanged 9 SP:Iteration 81Q (4668.680152 sec): 3 clusters Score: Raw -1640867.425039 + Penalty 3064.892770 = -1637802.532269 nChanged 4 SP:Iteration 82Q (4668.741423 sec): 3 clusters Score: Raw -1640867.997112 + Penalty 3064.892770 = -1637803.104342 nChanged 2 SP:Iteration 83Q (4668.798829 sec): 3 clusters Score: Raw -1640868.283293 + Penalty 3064.892770 = -1637803.390523 nChanged 1 SP:Iteration 84Q (4668.863799 sec): 3 clusters Score: Raw -1640868.498723 + Penalty 3064.892770 = -1637803.605953 nChanged 3 SP:Iteration 85Q (4668.919749 sec): 3 clusters Score: Raw -1640869.397069 + Penalty 3064.892770 = -1637804.504299 nChanged 3 SP:Iteration 86Q (4668.983962 sec): 3 clusters Score: Raw -1640870.142654 + Penalty 3064.892770 = -1637805.249884 nChanged 7 SP:Iteration 87Q (4669.048224 sec): 3 clusters Score: Raw -1640871.721229 + Penalty 3064.892770 = -1637806.828459 nChanged 4 SP:Iteration 88Q (4669.124450 sec): 3 clusters Score: Raw -1640872.558638 + Penalty 3064.892770 = -1637807.665868 nChanged 2 SP:Iteration 89Q (4669.177863 sec): 3 clusters Score: Raw -1640873.057043 + Penalty 3064.892770 = -1637808.164272 nChanged 1 SP:Iteration 90Q (4669.242683 sec): 3 clusters Score: Raw -1640873.679381 + Penalty 3064.892770 = -1637808.786611 nChanged 4 SP:Iteration 91Q (4669.308300 sec): 3 clusters Score: Raw -1640874.617949 + Penalty 3064.892770 = -1637809.725179 nChanged 4 SP:Iteration 92Q (4669.373965 sec): 3 clusters Score: Raw -1640875.476532 + Penalty 3064.892770 = -1637810.583762 nChanged 3 SP:Iteration 93Q (4669.439527 sec): 3 clusters Score: Raw -1640876.216456 + Penalty 3064.892770 = -1637811.323686 nChanged 4 SP:Iteration 94Q (4669.505068 sec): 3 clusters Score: Raw -1640876.925556 + Penalty 3064.892770 = -1637812.032786 nChanged 4 SP:Iteration 95Q (4669.570800 sec): 3 clusters Score: Raw -1640877.905114 + Penalty 3064.892770 = -1637813.012344 nChanged 4 SP:Iteration 96Q (4669.636142 sec): 3 clusters Score: Raw -1640878.970998 + Penalty 3064.892770 = -1637814.078227 nChanged 2 SP:Iteration 97Q (4669.711664 sec): 3 clusters Score: Raw -1640879.273121 + Penalty 3064.892770 = -1637814.380351 nChanged 1 SP:Iteration 98Q (4669.763888 sec): 3 clusters Score: Raw -1640879.606391 + Penalty 3064.892770 = -1637814.713621 nChanged 2 SP:Iteration 99Q (4669.828072 sec): 3 clusters Score: Raw -1640880.354306 + Penalty 3064.892770 = -1637815.461536 nChanged 2 SP:Iteration 100F (4669.896048 sec): 3 clusters Score: Raw -1640880.772384 + Penalty 3064.892770 = -1637815.879614 nChanged 1 SP:Iteration 101Q (4669.960704 sec): 3 clusters Score: Raw -1640881.045163 + Penalty 3064.892770 = -1637816.152393 nChanged 0 SP:Iteration 102F (4670.027954 sec): 3 clusters Score: Raw -1640881.045163 + Penalty 3064.892770 = -1637816.152393 nChanged 0 Trying to split cluster 4 (3655 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4670.056826 sec): 2 clusters Score: Raw -467829.678563 + Penalty 1333.125848 = -466496.552715 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4670.110358 sec): 3 clusters Score: Raw -466094.264677 + Penalty 2666.251696 = -463428.012982 nChanged 1397 SP:Iteration 1F (4670.161060 sec): 3 clusters Score: Raw -466930.581101 + Penalty 2666.251696 = -464264.329405 nChanged 325 SP:Iteration 2F (4670.206350 sec): 3 clusters Score: Raw -467170.669264 + Penalty 2666.251696 = -464504.417568 nChanged 236 SP:Iteration 3F (4670.258924 sec): 3 clusters Score: Raw -467363.400081 + Penalty 2666.251696 = -464697.148385 nChanged 187 SP:Iteration 4F (4670.304966 sec): 3 clusters Score: Raw -467519.477553 + Penalty 2666.251696 = -464853.225857 nChanged 168 SP:Iteration 5Q (4670.359059 sec): 3 clusters Score: Raw -467654.203306 + Penalty 2666.251696 = -464987.951610 nChanged 151 SP:Iteration 6Q (4670.412879 sec): 3 clusters Score: Raw -467767.393213 + Penalty 2666.251696 = -465101.141517 nChanged 137 SP:Iteration 7Q (4670.464906 sec): 3 clusters Score: Raw -467863.158763 + Penalty 2666.251696 = -465196.907068 nChanged 114 SP:Iteration 8Q (4670.519178 sec): 3 clusters Score: Raw -467942.767260 + Penalty 2666.251696 = -465276.515564 nChanged 104 SP:Iteration 9Q (4670.574691 sec): 3 clusters Score: Raw -468007.038476 + Penalty 2666.251696 = -465340.786780 nChanged 78 SP:Iteration 10Q (4670.628746 sec): 3 clusters Score: Raw -468064.185498 + Penalty 2666.251696 = -465397.933802 nChanged 84 SP:Iteration 11Q (4670.682909 sec): 3 clusters Score: Raw -468116.847162 + Penalty 2666.251696 = -465450.595466 nChanged 70 SP:Iteration 12Q (4670.748525 sec): 3 clusters Score: Raw -468169.460077 + Penalty 2666.251696 = -465503.208381 nChanged 66 SP:Iteration 13Q (4670.791119 sec): 3 clusters Score: Raw -468206.200339 + Penalty 2666.251696 = -465539.948643 nChanged 48 SP:Iteration 14Q (4670.845194 sec): 3 clusters Score: Raw -468232.965441 + Penalty 2666.251696 = -465566.713745 nChanged 39 SP:Iteration 15Q (4670.898530 sec): 3 clusters Score: Raw -468256.872901 + Penalty 2666.251696 = -465590.621205 nChanged 44 SP:Iteration 16Q (4670.951317 sec): 3 clusters Score: Raw -468283.487369 + Penalty 2666.251696 = -465617.235673 nChanged 43 SP:Iteration 17Q (4671.006481 sec): 3 clusters Score: Raw -468302.600498 + Penalty 2666.251696 = -465636.348802 nChanged 31 SP:Iteration 18Q (4671.058849 sec): 3 clusters Score: Raw -468316.236153 + Penalty 2666.251696 = -465649.984457 nChanged 23 SP:Iteration 19Q (4671.111887 sec): 3 clusters Score: Raw -468329.738989 + Penalty 2666.251696 = -465663.487293 nChanged 23 SP:Iteration 20F (4671.166761 sec): 3 clusters Score: Raw -468342.057486 + Penalty 2666.251696 = -465675.805790 nChanged 15 SP:Iteration 21Q (4671.210603 sec): 3 clusters Score: Raw -468349.187045 + Penalty 2666.251696 = -465682.935349 nChanged 14 SP:Iteration 22Q (4671.261566 sec): 3 clusters Score: Raw -468355.602540 + Penalty 2666.251696 = -465689.350844 nChanged 12 SP:Iteration 23Q (4671.315227 sec): 3 clusters Score: Raw -468359.169014 + Penalty 2666.251696 = -465692.917318 nChanged 9 SP:Iteration 24Q (4671.368335 sec): 3 clusters Score: Raw -468362.946339 + Penalty 2666.251696 = -465696.694643 nChanged 8 SP:Iteration 25Q (4671.421708 sec): 3 clusters Score: Raw -468365.180872 + Penalty 2666.251696 = -465698.929176 nChanged 7 SP:Iteration 26Q (4671.475126 sec): 3 clusters Score: Raw -468366.638270 + Penalty 2666.251696 = -465700.386575 nChanged 2 SP:Iteration 27Q (4671.528159 sec): 3 clusters Score: Raw -468367.201655 + Penalty 2666.251696 = -465700.949959 nChanged 3 SP:Iteration 28Q (4671.581144 sec): 3 clusters Score: Raw -468368.337085 + Penalty 2666.251696 = -465702.085389 nChanged 2 SP:Iteration 29Q (4671.633660 sec): 3 clusters Score: Raw -468369.778844 + Penalty 2666.251696 = -465703.527148 nChanged 5 SP:Iteration 30Q (4671.681307 sec): 3 clusters Score: Raw -468371.117874 + Penalty 2666.251696 = -465704.866178 nChanged 1 SP:Iteration 31Q (4671.733228 sec): 3 clusters Score: Raw -468371.792231 + Penalty 2666.251696 = -465705.540535 nChanged 1 SP:Iteration 32Q (4671.778943 sec): 3 clusters Score: Raw -468371.999686 + Penalty 2666.251696 = -465705.747990 nChanged 0 SP:Iteration 33F (4671.831491 sec): 3 clusters Score: Raw -468371.999686 + Penalty 2666.251696 = -465705.747990 nChanged 0 Trying to split cluster 5 (3670 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4671.858189 sec): 2 clusters Score: Raw -483785.050379 + Penalty 1333.791378 = -482451.259001 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4671.892178 sec): 3 clusters Score: Raw -481975.296161 + Penalty 2667.582756 = -479307.713405 nChanged 1454 SP:Iteration 1F (4671.910235 sec): 3 clusters Score: Raw -482759.030556 + Penalty 2667.582756 = -480091.447800 nChanged 274 SP:Iteration 2F (4671.927912 sec): 3 clusters Score: Raw -482933.157454 + Penalty 2667.582756 = -480265.574698 nChanged 202 SP:Iteration 3F (4671.944920 sec): 3 clusters Score: Raw -483039.117096 + Penalty 2667.582756 = -480371.534340 nChanged 122 SP:Iteration 4Q (4671.962637 sec): 3 clusters Score: Raw -483092.820575 + Penalty 2667.582756 = -480425.237819 nChanged 102 SP:Iteration 5Q (4671.986151 sec): 3 clusters Score: Raw -483138.540336 + Penalty 2667.582756 = -480470.957580 nChanged 87 SP:Iteration 6Q (4672.003823 sec): 3 clusters Score: Raw -483173.575752 + Penalty 2667.582756 = -480505.992996 nChanged 74 SP:Iteration 7Q (4672.021644 sec): 3 clusters Score: Raw -483204.398690 + Penalty 2667.582756 = -480536.815934 nChanged 74 SP:Iteration 8Q (4672.039437 sec): 3 clusters Score: Raw -483232.621183 + Penalty 2667.582756 = -480565.038427 nChanged 69 SP:Iteration 9Q (4672.063241 sec): 3 clusters Score: Raw -483267.018575 + Penalty 2667.582756 = -480599.435819 nChanged 78 SP:Iteration 10Q (4672.081372 sec): 3 clusters Score: Raw -483307.334765 + Penalty 2667.582756 = -480639.752009 nChanged 79 SP:Iteration 11Q (4672.098438 sec): 3 clusters Score: Raw -483358.924335 + Penalty 2667.582756 = -480691.341579 nChanged 99 SP:Iteration 12Q (4672.116163 sec): 3 clusters Score: Raw -483430.079423 + Penalty 2667.582756 = -480762.496667 nChanged 108 SP:Iteration 13Q (4672.133975 sec): 3 clusters Score: Raw -483518.040637 + Penalty 2667.582756 = -480850.457881 nChanged 115 SP:Iteration 14Q (4672.151058 sec): 3 clusters Score: Raw -483618.672366 + Penalty 2667.582756 = -480951.089611 nChanged 120 SP:Iteration 15Q (4672.168447 sec): 3 clusters Score: Raw -483706.375466 + Penalty 2667.582756 = -481038.792711 nChanged 117 SP:Iteration 16Q (4672.186268 sec): 3 clusters Score: Raw -483791.860029 + Penalty 2667.582756 = -481124.277273 nChanged 122 SP:Iteration 17Q (4672.204665 sec): 3 clusters Score: Raw -483869.038989 + Penalty 2667.582756 = -481201.456234 nChanged 82 SP:Iteration 18Q (4672.222166 sec): 3 clusters Score: Raw -483920.021173 + Penalty 2667.582756 = -481252.438417 nChanged 62 SP:Iteration 19Q (4672.239586 sec): 3 clusters Score: Raw -483952.971198 + Penalty 2667.582756 = -481285.388442 nChanged 54 SP:Iteration 20F (4672.257259 sec): 3 clusters Score: Raw -483982.264553 + Penalty 2667.582756 = -481314.681797 nChanged 53 SP:Iteration 21Q (4672.281308 sec): 3 clusters Score: Raw -484008.416750 + Penalty 2667.582756 = -481340.833994 nChanged 38 SP:Iteration 22Q (4672.300877 sec): 3 clusters Score: Raw -484028.255098 + Penalty 2667.582756 = -481360.672342 nChanged 29 SP:Iteration 23Q (4672.321907 sec): 3 clusters Score: Raw -484041.604482 + Penalty 2667.582756 = -481374.021726 nChanged 26 SP:Iteration 24Q (4672.351744 sec): 3 clusters Score: Raw -484053.525495 + Penalty 2667.582756 = -481385.942739 nChanged 30 SP:Iteration 25Q (4672.367867 sec): 3 clusters Score: Raw -484068.472498 + Penalty 2667.582756 = -481400.889743 nChanged 27 SP:Iteration 26Q (4672.385137 sec): 3 clusters Score: Raw -484082.604540 + Penalty 2667.582756 = -481415.021784 nChanged 26 SP:Iteration 27Q (4672.403301 sec): 3 clusters Score: Raw -484095.494577 + Penalty 2667.582756 = -481427.911822 nChanged 31 SP:Iteration 28Q (4672.420742 sec): 3 clusters Score: Raw -484110.784367 + Penalty 2667.582756 = -481443.201611 nChanged 26 SP:Iteration 29Q (4672.439146 sec): 3 clusters Score: Raw -484123.858554 + Penalty 2667.582756 = -481456.275798 nChanged 23 SP:Iteration 30Q (4672.456691 sec): 3 clusters Score: Raw -484135.701258 + Penalty 2667.582756 = -481468.118502 nChanged 16 SP:Iteration 31Q (4672.474602 sec): 3 clusters Score: Raw -484141.378536 + Penalty 2667.582756 = -481473.795780 nChanged 12 SP:Iteration 32Q (4672.492220 sec): 3 clusters Score: Raw -484148.663251 + Penalty 2667.582756 = -481481.080495 nChanged 13 SP:Iteration 33Q (4672.510446 sec): 3 clusters Score: Raw -484152.617231 + Penalty 2667.582756 = -481485.034475 nChanged 11 SP:Iteration 34Q (4672.527851 sec): 3 clusters Score: Raw -484156.203191 + Penalty 2667.582756 = -481488.620435 nChanged 8 SP:Iteration 35Q (4672.546181 sec): 3 clusters Score: Raw -484158.468240 + Penalty 2667.582756 = -481490.885484 nChanged 5 SP:Iteration 36Q (4672.563956 sec): 3 clusters Score: Raw -484160.770133 + Penalty 2667.582756 = -481493.187377 nChanged 3 SP:Iteration 37Q (4672.582064 sec): 3 clusters Score: Raw -484161.641566 + Penalty 2667.582756 = -481494.058810 nChanged 1 SP:Iteration 38Q (4672.600056 sec): 3 clusters Score: Raw -484161.864026 + Penalty 2667.582756 = -481494.281270 nChanged 1 SP:Iteration 39Q (4672.617285 sec): 3 clusters Score: Raw -484162.034337 + Penalty 2667.582756 = -481494.451581 nChanged 1 SP:Iteration 40F (4672.635358 sec): 3 clusters Score: Raw -484162.160063 + Penalty 2667.582756 = -481494.577307 nChanged 1 SP:Iteration 41Q (4672.653014 sec): 3 clusters Score: Raw -484162.221277 + Penalty 2667.582756 = -481494.638521 nChanged 0 SP:Iteration 42F (4672.671002 sec): 3 clusters Score: Raw -484162.221277 + Penalty 2667.582756 = -481494.638521 nChanged 0 Trying to split cluster 6 (6295 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4672.691309 sec): 2 clusters Score: Raw -851684.069027 + Penalty 1421.470529 = -850262.598498 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4672.720147 sec): 3 clusters Score: Raw -848293.307851 + Penalty 2842.941058 = -845450.366793 nChanged 2649 SP:Iteration 1F (4672.742433 sec): 3 clusters Score: Raw -849645.230516 + Penalty 2842.941058 = -846802.289459 nChanged 426 SP:Iteration 2F (4672.764677 sec): 3 clusters Score: Raw -849846.757032 + Penalty 2842.941058 = -847003.815974 nChanged 311 SP:Iteration 3Q (4672.787421 sec): 3 clusters Score: Raw -849988.650822 + Penalty 2842.941058 = -847145.709765 nChanged 257 SP:Iteration 4Q (4672.810077 sec): 3 clusters Score: Raw -850094.641467 + Penalty 2842.941058 = -847251.700410 nChanged 224 SP:Iteration 5Q (4672.832851 sec): 3 clusters Score: Raw -850187.093247 + Penalty 2842.941058 = -847344.152190 nChanged 193 SP:Iteration 6Q (4672.861582 sec): 3 clusters Score: Raw -850275.017655 + Penalty 2842.941058 = -847432.076597 nChanged 196 SP:Iteration 7Q (4672.889481 sec): 3 clusters Score: Raw -850389.066515 + Penalty 2842.941058 = -847546.125457 nChanged 212 SP:Iteration 8Q (4672.911848 sec): 3 clusters Score: Raw -850521.896667 + Penalty 2842.941058 = -847678.955609 nChanged 219 SP:Iteration 9Q (4672.938416 sec): 3 clusters Score: Raw -850674.116449 + Penalty 2842.941058 = -847831.175392 nChanged 243 SP:Iteration 10Q (4672.966329 sec): 3 clusters Score: Raw -850836.338770 + Penalty 2842.941058 = -847993.397712 nChanged 246 SP:Iteration 11Q (4672.988646 sec): 3 clusters Score: Raw -850993.799336 + Penalty 2842.941058 = -848150.858279 nChanged 225 SP:Iteration 12Q (4673.015197 sec): 3 clusters Score: Raw -851131.716076 + Penalty 2842.941058 = -848288.775018 nChanged 214 SP:Iteration 13Q (4673.042898 sec): 3 clusters Score: Raw -851258.740939 + Penalty 2842.941058 = -848415.799881 nChanged 203 SP:Iteration 14Q (4673.065004 sec): 3 clusters Score: Raw -851361.533836 + Penalty 2842.941058 = -848518.592779 nChanged 186 SP:Iteration 15Q (4673.091621 sec): 3 clusters Score: Raw -851459.774680 + Penalty 2842.941058 = -848616.833622 nChanged 159 SP:Iteration 16Q (4673.113812 sec): 3 clusters Score: Raw -851527.263526 + Penalty 2842.941058 = -848684.322468 nChanged 122 SP:Iteration 17Q (4673.135671 sec): 3 clusters Score: Raw -851573.917074 + Penalty 2842.941058 = -848730.976016 nChanged 92 SP:Iteration 18Q (4673.163791 sec): 3 clusters Score: Raw -851607.770448 + Penalty 2842.941058 = -848764.829391 nChanged 75 SP:Iteration 19Q (4673.185551 sec): 3 clusters Score: Raw -851633.680644 + Penalty 2842.941058 = -848790.739586 nChanged 60 SP:Iteration 20F (4673.211384 sec): 3 clusters Score: Raw -851650.142544 + Penalty 2842.941058 = -848807.201486 nChanged 50 SP:Iteration 21Q (4673.239251 sec): 3 clusters Score: Raw -851663.768640 + Penalty 2842.941058 = -848820.827583 nChanged 37 SP:Iteration 22Q (4673.261248 sec): 3 clusters Score: Raw -851672.728121 + Penalty 2842.941058 = -848829.787063 nChanged 29 SP:Iteration 23Q (4673.283044 sec): 3 clusters Score: Raw -851678.676593 + Penalty 2842.941058 = -848835.735536 nChanged 24 SP:Iteration 24Q (4673.304855 sec): 3 clusters Score: Raw -851684.031934 + Penalty 2842.941058 = -848841.090876 nChanged 23 SP:Iteration 25Q (4673.332870 sec): 3 clusters Score: Raw -851689.810313 + Penalty 2842.941058 = -848846.869256 nChanged 19 SP:Iteration 26Q (4673.354606 sec): 3 clusters Score: Raw -851693.678201 + Penalty 2842.941058 = -848850.737144 nChanged 17 SP:Iteration 27Q (4673.383141 sec): 3 clusters Score: Raw -851696.427581 + Penalty 2842.941058 = -848853.486524 nChanged 12 SP:Iteration 28Q (4673.411638 sec): 3 clusters Score: Raw -851699.067032 + Penalty 2842.941058 = -848856.125975 nChanged 10 SP:Iteration 29Q (4673.433606 sec): 3 clusters Score: Raw -851700.869455 + Penalty 2842.941058 = -848857.928398 nChanged 9 SP:Iteration 30Q (4673.460165 sec): 3 clusters Score: Raw -851702.670096 + Penalty 2842.941058 = -848859.729038 nChanged 13 SP:Iteration 31Q (4673.488305 sec): 3 clusters Score: Raw -851704.987801 + Penalty 2842.941058 = -848862.046743 nChanged 19 SP:Iteration 32Q (4673.509980 sec): 3 clusters Score: Raw -851709.987178 + Penalty 2842.941058 = -848867.046121 nChanged 27 SP:Iteration 33Q (4673.537177 sec): 3 clusters Score: Raw -851717.406952 + Penalty 2842.941058 = -848874.465895 nChanged 23 SP:Iteration 34Q (4673.565567 sec): 3 clusters Score: Raw -851721.858716 + Penalty 2842.941058 = -848878.917659 nChanged 23 SP:Iteration 35Q (4673.587436 sec): 3 clusters Score: Raw -851727.020892 + Penalty 2842.941058 = -848884.079834 nChanged 16 SP:Iteration 36Q (4673.614174 sec): 3 clusters Score: Raw -851730.373376 + Penalty 2842.941058 = -848887.432319 nChanged 19 SP:Iteration 37Q (4673.641959 sec): 3 clusters Score: Raw -851733.636300 + Penalty 2842.941058 = -848890.695242 nChanged 9 SP:Iteration 38Q (4673.698084 sec): 3 clusters Score: Raw -851735.154100 + Penalty 2842.941058 = -848892.213043 nChanged 9 SP:Iteration 39Q (4673.749562 sec): 3 clusters Score: Raw -851735.990084 + Penalty 2842.941058 = -848893.049026 nChanged 7 SP:Iteration 40F (4673.799744 sec): 3 clusters Score: Raw -851736.853014 + Penalty 2842.941058 = -848893.911956 nChanged 4 SP:Iteration 41Q (4673.824269 sec): 3 clusters Score: Raw -851737.483695 + Penalty 2842.941058 = -848894.542637 nChanged 7 SP:Iteration 42Q (4673.856235 sec): 3 clusters Score: Raw -851738.838723 + Penalty 2842.941058 = -848895.897665 nChanged 8 SP:Iteration 43Q (4673.880522 sec): 3 clusters Score: Raw -851740.243019 + Penalty 2842.941058 = -848897.301961 nChanged 11 SP:Iteration 44Q (4673.910805 sec): 3 clusters Score: Raw -851742.678514 + Penalty 2842.941058 = -848899.737456 nChanged 14 SP:Iteration 45Q (4673.939072 sec): 3 clusters Score: Raw -851745.094904 + Penalty 2842.941058 = -848902.153846 nChanged 10 SP:Iteration 46Q (4673.960787 sec): 3 clusters Score: Raw -851746.663844 + Penalty 2842.941058 = -848903.722787 nChanged 12 SP:Iteration 47Q (4673.987677 sec): 3 clusters Score: Raw -851748.441696 + Penalty 2842.941058 = -848905.500639 nChanged 12 SP:Iteration 48Q (4674.016048 sec): 3 clusters Score: Raw -851750.248396 + Penalty 2842.941058 = -848907.307339 nChanged 12 SP:Iteration 49Q (4674.037722 sec): 3 clusters Score: Raw -851752.371845 + Penalty 2842.941058 = -848909.430788 nChanged 12 SP:Iteration 50Q (4674.076289 sec): 3 clusters Score: Raw -851755.391438 + Penalty 2842.941058 = -848912.450381 nChanged 16 SP:Iteration 51Q (4674.103214 sec): 3 clusters Score: Raw -851760.499059 + Penalty 2842.941058 = -848917.558001 nChanged 10 SP:Iteration 52Q (4674.124844 sec): 3 clusters Score: Raw -851762.562929 + Penalty 2842.941058 = -848919.621871 nChanged 11 SP:Iteration 53Q (4674.152284 sec): 3 clusters Score: Raw -851764.023067 + Penalty 2842.941058 = -848921.082009 nChanged 5 SP:Iteration 54Q (4674.180312 sec): 3 clusters Score: Raw -851764.951930 + Penalty 2842.941058 = -848922.010873 nChanged 8 SP:Iteration 55Q (4674.202015 sec): 3 clusters Score: Raw -851766.374385 + Penalty 2842.941058 = -848923.433327 nChanged 12 SP:Iteration 56Q (4674.227280 sec): 3 clusters Score: Raw -851768.821339 + Penalty 2842.941058 = -848925.880282 nChanged 8 SP:Iteration 57Q (4674.253518 sec): 3 clusters Score: Raw -851769.668964 + Penalty 2842.941058 = -848926.727906 nChanged 6 SP:Iteration 58Q (4674.281841 sec): 3 clusters Score: Raw -851770.322999 + Penalty 2842.941058 = -848927.381941 nChanged 0 SP:Iteration 59F (4674.303997 sec): 3 clusters Score: Raw -851770.322999 + Penalty 2842.941058 = -848927.381941 nChanged 0 Trying to split cluster 7 (1875 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4674.319374 sec): 2 clusters Score: Raw -227125.391348 + Penalty 1224.659140 = -225900.732208 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4674.361074 sec): 3 clusters Score: Raw -226387.958288 + Penalty 2449.318280 = -223938.640008 nChanged 660 SP:Iteration 1F (4674.401317 sec): 3 clusters Score: Raw -226856.439425 + Penalty 2449.318280 = -224407.121145 nChanged 146 SP:Iteration 2F (4674.435472 sec): 3 clusters Score: Raw -226974.667020 + Penalty 2449.318280 = -224525.348740 nChanged 90 SP:Iteration 3Q (4674.444957 sec): 3 clusters Score: Raw -227045.719669 + Penalty 2449.318280 = -224596.401389 nChanged 68 SP:Iteration 4Q (4674.461277 sec): 3 clusters Score: Raw -227089.013334 + Penalty 2449.318280 = -224639.695054 nChanged 50 SP:Iteration 5Q (4674.477612 sec): 3 clusters Score: Raw -227133.687067 + Penalty 2449.318280 = -224684.368787 nChanged 67 SP:Iteration 6Q (4674.487020 sec): 3 clusters Score: Raw -227195.115124 + Penalty 2449.318280 = -224745.796844 nChanged 67 SP:Iteration 7Q (4674.497825 sec): 3 clusters Score: Raw -227254.226254 + Penalty 2449.318280 = -224804.907974 nChanged 65 SP:Iteration 8Q (4674.514260 sec): 3 clusters Score: Raw -227317.631866 + Penalty 2449.318280 = -224868.313586 nChanged 59 SP:Iteration 9Q (4674.523657 sec): 3 clusters Score: Raw -227376.761930 + Penalty 2449.318280 = -224927.443650 nChanged 48 SP:Iteration 10Q (4674.539494 sec): 3 clusters Score: Raw -227416.805545 + Penalty 2449.318280 = -224967.487265 nChanged 58 SP:Iteration 11Q (4674.549535 sec): 3 clusters Score: Raw -227468.031310 + Penalty 2449.318280 = -225018.713030 nChanged 58 SP:Iteration 12Q (4674.558886 sec): 3 clusters Score: Raw -227534.105959 + Penalty 2449.318280 = -225084.787679 nChanged 59 SP:Iteration 13Q (4674.574879 sec): 3 clusters Score: Raw -227589.939170 + Penalty 2449.318280 = -225140.620890 nChanged 49 SP:Iteration 14Q (4674.584239 sec): 3 clusters Score: Raw -227642.560593 + Penalty 2449.318280 = -225193.242313 nChanged 41 SP:Iteration 15Q (4674.600380 sec): 3 clusters Score: Raw -227701.485483 + Penalty 2449.318280 = -225252.167203 nChanged 39 SP:Iteration 16Q (4674.609853 sec): 3 clusters Score: Raw -227746.332569 + Penalty 2449.318280 = -225297.014289 nChanged 35 SP:Iteration 17Q (4674.619317 sec): 3 clusters Score: Raw -227768.505265 + Penalty 2449.318280 = -225319.186985 nChanged 28 SP:Iteration 18Q (4674.628496 sec): 3 clusters Score: Raw -227795.917855 + Penalty 2449.318280 = -225346.599575 nChanged 30 SP:Iteration 19Q (4674.638024 sec): 3 clusters Score: Raw -227816.584126 + Penalty 2449.318280 = -225367.265846 nChanged 16 SP:Iteration 20F (4674.655079 sec): 3 clusters Score: Raw -227825.804560 + Penalty 2449.318280 = -225376.486281 nChanged 13 SP:Iteration 21Q (4674.664260 sec): 3 clusters Score: Raw -227831.701720 + Penalty 2449.318280 = -225382.383440 nChanged 7 SP:Iteration 22Q (4674.681619 sec): 3 clusters Score: Raw -227833.792362 + Penalty 2449.318280 = -225384.474082 nChanged 1 SP:Iteration 23Q (4674.690884 sec): 3 clusters Score: Raw -227834.125322 + Penalty 2449.318280 = -225384.807042 nChanged 1 SP:Iteration 24Q (4674.700128 sec): 3 clusters Score: Raw -227834.464402 + Penalty 2449.318280 = -225385.146122 nChanged 0 SP:Iteration 25F (4674.708860 sec): 3 clusters Score: Raw -227834.464402 + Penalty 2449.318280 = -225385.146122 nChanged 0 Trying to split cluster 8 (30476 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4674.772478 sec): 2 clusters Score: Raw -3963600.802053 + Penalty 1677.762900 = -3961923.039153 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4674.835800 sec): 3 clusters Score: Raw -3944839.548996 + Penalty 3355.525799 = -3941484.023196 nChanged 14018 SP:Iteration 1F (4674.919544 sec): 3 clusters Score: Raw -3952461.774285 + Penalty 3355.525799 = -3949106.248485 nChanged 1337 SP:Iteration 2Q (4675.013738 sec): 3 clusters Score: Raw -3952848.548575 + Penalty 3355.525799 = -3949493.022775 nChanged 1246 SP:Iteration 3Q (4675.108626 sec): 3 clusters Score: Raw -3953195.767145 + Penalty 3355.525799 = -3949840.241345 nChanged 1109 SP:Iteration 4Q (4675.198416 sec): 3 clusters Score: Raw -3953535.864752 + Penalty 3355.525799 = -3950180.338952 nChanged 1123 SP:Iteration 5Q (4675.297879 sec): 3 clusters Score: Raw -3953904.560093 + Penalty 3355.525799 = -3950549.034293 nChanged 1155 SP:Iteration 6Q (4675.391137 sec): 3 clusters Score: Raw -3954301.288920 + Penalty 3355.525799 = -3950945.763120 nChanged 1160 SP:Iteration 7Q (4675.484265 sec): 3 clusters Score: Raw -3954766.071924 + Penalty 3355.525799 = -3951410.546124 nChanged 1243 SP:Iteration 8Q (4675.581479 sec): 3 clusters Score: Raw -3955337.471754 + Penalty 3355.525799 = -3951981.945954 nChanged 1353 SP:Iteration 9Q (4675.654544 sec): 3 clusters Score: Raw -3956073.139859 + Penalty 3355.525799 = -3952717.614060 nChanged 1456 SP:Iteration 10Q (4675.741973 sec): 3 clusters Score: Raw -3956971.072762 + Penalty 3355.525799 = -3953615.546963 nChanged 1707 SP:Iteration 11F (4675.844816 sec): 3 clusters Score: Raw -3958100.214608 + Penalty 3355.525799 = -3954744.688808 nChanged 1673 SP:Iteration 12F (4675.934601 sec): 3 clusters Score: Raw -3959158.469120 + Penalty 3355.525799 = -3955802.943320 nChanged 1450 SP:Iteration 13Q (4676.031167 sec): 3 clusters Score: Raw -3959869.653868 + Penalty 3355.525799 = -3956514.128069 nChanged 1052 SP:Iteration 14Q (4676.119320 sec): 3 clusters Score: Raw -3960218.080201 + Penalty 3355.525799 = -3956862.554401 nChanged 680 SP:Iteration 15Q (4676.208850 sec): 3 clusters Score: Raw -3960410.913489 + Penalty 3355.525799 = -3957055.387689 nChanged 534 SP:Iteration 16Q (4676.300276 sec): 3 clusters Score: Raw -3960554.092838 + Penalty 3355.525799 = -3957198.567038 nChanged 468 SP:Iteration 17Q (4676.390832 sec): 3 clusters Score: Raw -3960682.488066 + Penalty 3355.525799 = -3957326.962266 nChanged 470 SP:Iteration 18Q (4676.486947 sec): 3 clusters Score: Raw -3960822.647546 + Penalty 3355.525799 = -3957467.121746 nChanged 483 SP:Iteration 19Q (4676.581651 sec): 3 clusters Score: Raw -3960981.675847 + Penalty 3355.525799 = -3957626.150047 nChanged 486 SP:Iteration 20F (4676.672490 sec): 3 clusters Score: Raw -3961139.581789 + Penalty 3355.525799 = -3957784.055989 nChanged 485 SP:Iteration 21Q (4676.761170 sec): 3 clusters Score: Raw -3961302.840254 + Penalty 3355.525799 = -3957947.314455 nChanged 511 SP:Iteration 22Q (4676.855859 sec): 3 clusters Score: Raw -3961494.019646 + Penalty 3355.525799 = -3958138.493847 nChanged 541 SP:Iteration 23Q (4676.942522 sec): 3 clusters Score: Raw -3961712.852739 + Penalty 3355.525799 = -3958357.326939 nChanged 528 SP:Iteration 24Q (4677.036085 sec): 3 clusters Score: Raw -3961952.515181 + Penalty 3355.525799 = -3958596.989381 nChanged 555 SP:Iteration 25Q (4677.129915 sec): 3 clusters Score: Raw -3962231.168933 + Penalty 3355.525799 = -3958875.643134 nChanged 569 SP:Iteration 26Q (4677.220600 sec): 3 clusters Score: Raw -3962543.101344 + Penalty 3355.525799 = -3959187.575545 nChanged 563 SP:Iteration 27Q (4677.313467 sec): 3 clusters Score: Raw -3962847.804461 + Penalty 3355.525799 = -3959492.278661 nChanged 500 SP:Iteration 28Q (4677.405818 sec): 3 clusters Score: Raw -3963099.124680 + Penalty 3355.525799 = -3959743.598880 nChanged 422 SP:Iteration 29Q (4677.496888 sec): 3 clusters Score: Raw -3963303.198121 + Penalty 3355.525799 = -3959947.672321 nChanged 398 SP:Iteration 30Q (4677.586862 sec): 3 clusters Score: Raw -3963464.520650 + Penalty 3355.525799 = -3960108.994850 nChanged 292 SP:Iteration 31Q (4677.660308 sec): 3 clusters Score: Raw -3963560.173742 + Penalty 3355.525799 = -3960204.647943 nChanged 257 SP:Iteration 32Q (4677.750705 sec): 3 clusters Score: Raw -3963639.297538 + Penalty 3355.525799 = -3960283.771739 nChanged 208 SP:Iteration 33Q (4677.818699 sec): 3 clusters Score: Raw -3963691.696558 + Penalty 3355.525799 = -3960336.170758 nChanged 190 SP:Iteration 34Q (4677.908063 sec): 3 clusters Score: Raw -3963737.003681 + Penalty 3355.525799 = -3960381.477882 nChanged 170 SP:Iteration 35Q (4677.976934 sec): 3 clusters Score: Raw -3963777.466863 + Penalty 3355.525799 = -3960421.941064 nChanged 169 SP:Iteration 36Q (4678.066447 sec): 3 clusters Score: Raw -3963817.443378 + Penalty 3355.525799 = -3960461.917579 nChanged 141 SP:Iteration 37Q (4678.156112 sec): 3 clusters Score: Raw -3963849.049529 + Penalty 3355.525799 = -3960493.523729 nChanged 115 SP:Iteration 38Q (4678.233988 sec): 3 clusters Score: Raw -3963873.268926 + Penalty 3355.525799 = -3960517.743126 nChanged 104 SP:Iteration 39Q (4678.322430 sec): 3 clusters Score: Raw -3963891.310409 + Penalty 3355.525799 = -3960535.784609 nChanged 100 SP:Iteration 40F (4678.409891 sec): 3 clusters Score: Raw -3963913.933079 + Penalty 3355.525799 = -3960558.407279 nChanged 90 SP:Iteration 41Q (4678.499187 sec): 3 clusters Score: Raw -3963930.505123 + Penalty 3355.525799 = -3960574.979323 nChanged 97 SP:Iteration 42Q (4678.587361 sec): 3 clusters Score: Raw -3963946.580934 + Penalty 3355.525799 = -3960591.055135 nChanged 74 SP:Iteration 43Q (4678.670002 sec): 3 clusters Score: Raw -3963958.989827 + Penalty 3355.525799 = -3960603.464027 nChanged 67 SP:Iteration 44Q (4678.757661 sec): 3 clusters Score: Raw -3963969.511394 + Penalty 3355.525799 = -3960613.985595 nChanged 64 SP:Iteration 45Q (4678.846240 sec): 3 clusters Score: Raw -3963979.026772 + Penalty 3355.525799 = -3960623.500972 nChanged 56 SP:Iteration 46Q (4678.922334 sec): 3 clusters Score: Raw -3963986.415062 + Penalty 3355.525799 = -3960630.889263 nChanged 51 SP:Iteration 47Q (4679.009191 sec): 3 clusters Score: Raw -3963993.511994 + Penalty 3355.525799 = -3960637.986195 nChanged 46 SP:Iteration 48Q (4679.097319 sec): 3 clusters Score: Raw -3964000.648294 + Penalty 3355.525799 = -3960645.122495 nChanged 50 SP:Iteration 49Q (4679.168447 sec): 3 clusters Score: Raw -3964007.250432 + Penalty 3355.525799 = -3960651.724633 nChanged 44 SP:Iteration 50Q (4679.256860 sec): 3 clusters Score: Raw -3964014.064164 + Penalty 3355.525799 = -3960658.538365 nChanged 46 SP:Iteration 51Q (4679.327467 sec): 3 clusters Score: Raw -3964021.912061 + Penalty 3355.525799 = -3960666.386262 nChanged 51 SP:Iteration 52Q (4679.415806 sec): 3 clusters Score: Raw -3964032.060702 + Penalty 3355.525799 = -3960676.534902 nChanged 51 SP:Iteration 53Q (4679.487876 sec): 3 clusters Score: Raw -3964039.543759 + Penalty 3355.525799 = -3960684.017960 nChanged 40 SP:Iteration 54Q (4679.575659 sec): 3 clusters Score: Raw -3964044.433385 + Penalty 3355.525799 = -3960688.907586 nChanged 33 SP:Iteration 55Q (4679.649427 sec): 3 clusters Score: Raw -3964048.781294 + Penalty 3355.525799 = -3960693.255495 nChanged 35 SP:Iteration 56Q (4679.736045 sec): 3 clusters Score: Raw -3964053.636195 + Penalty 3355.525799 = -3960698.110396 nChanged 33 SP:Iteration 57Q (4679.810607 sec): 3 clusters Score: Raw -3964057.471698 + Penalty 3355.525799 = -3960701.945898 nChanged 33 SP:Iteration 58Q (4679.896857 sec): 3 clusters Score: Raw -3964061.880825 + Penalty 3355.525799 = -3960706.355026 nChanged 30 SP:Iteration 59Q (4679.971217 sec): 3 clusters Score: Raw -3964066.288633 + Penalty 3355.525799 = -3960710.762834 nChanged 30 SP:Iteration 60F (4680.068112 sec): 3 clusters Score: Raw -3964070.194738 + Penalty 3355.525799 = -3960714.668938 nChanged 32 SP:Iteration 61Q (4680.152660 sec): 3 clusters Score: Raw -3964074.358195 + Penalty 3355.525799 = -3960718.832395 nChanged 41 SP:Iteration 62Q (4680.230839 sec): 3 clusters Score: Raw -3964079.079440 + Penalty 3355.525799 = -3960723.553640 nChanged 29 SP:Iteration 63Q (4680.318759 sec): 3 clusters Score: Raw -3964082.475565 + Penalty 3355.525799 = -3960726.949765 nChanged 22 SP:Iteration 64Q (4680.398829 sec): 3 clusters Score: Raw -3964084.452289 + Penalty 3355.525799 = -3960728.926489 nChanged 19 SP:Iteration 65Q (4680.475008 sec): 3 clusters Score: Raw -3964086.685390 + Penalty 3355.525799 = -3960731.159590 nChanged 18 SP:Iteration 66Q (4680.546313 sec): 3 clusters Score: Raw -3964088.312153 + Penalty 3355.525799 = -3960732.786353 nChanged 12 SP:Iteration 67Q (4680.617227 sec): 3 clusters Score: Raw -3964089.298797 + Penalty 3355.525799 = -3960733.772998 nChanged 11 SP:Iteration 68Q (4680.671445 sec): 3 clusters Score: Raw -3964090.115384 + Penalty 3355.525799 = -3960734.589585 nChanged 13 SP:Iteration 69Q (4680.727152 sec): 3 clusters Score: Raw -3964091.315067 + Penalty 3355.525799 = -3960735.789267 nChanged 12 SP:Iteration 70Q (4680.784764 sec): 3 clusters Score: Raw -3964092.670685 + Penalty 3355.525799 = -3960737.144886 nChanged 18 SP:Iteration 71Q (4680.842421 sec): 3 clusters Score: Raw -3964094.679121 + Penalty 3355.525799 = -3960739.153322 nChanged 16 SP:Iteration 72Q (4680.892380 sec): 3 clusters Score: Raw -3964096.420936 + Penalty 3355.525799 = -3960740.895137 nChanged 8 SP:Iteration 73Q (4680.942281 sec): 3 clusters Score: Raw -3964096.994806 + Penalty 3355.525799 = -3960741.469007 nChanged 9 SP:Iteration 74Q (4680.992617 sec): 3 clusters Score: Raw -3964097.749291 + Penalty 3355.525799 = -3960742.223492 nChanged 8 SP:Iteration 75Q (4681.075077 sec): 3 clusters Score: Raw -3964098.552017 + Penalty 3355.525799 = -3960743.026217 nChanged 5 SP:Iteration 76Q (4681.147799 sec): 3 clusters Score: Raw -3964098.865843 + Penalty 3355.525799 = -3960743.340044 nChanged 5 SP:Iteration 77Q (4681.220437 sec): 3 clusters Score: Raw -3964099.181853 + Penalty 3355.525799 = -3960743.656054 nChanged 4 SP:Iteration 78Q (4681.293002 sec): 3 clusters Score: Raw -3964099.436573 + Penalty 3355.525799 = -3960743.910773 nChanged 2 SP:Iteration 79Q (4681.366838 sec): 3 clusters Score: Raw -3964099.738266 + Penalty 3355.525799 = -3960744.212467 nChanged 3 SP:Iteration 80F (4681.451482 sec): 3 clusters Score: Raw -3964100.077828 + Penalty 3355.525799 = -3960744.552029 nChanged 4 SP:Iteration 81Q (4681.530198 sec): 3 clusters Score: Raw -3964100.479380 + Penalty 3355.525799 = -3960744.953580 nChanged 2 SP:Iteration 82Q (4681.610663 sec): 3 clusters Score: Raw -3964100.576624 + Penalty 3355.525799 = -3960745.050825 nChanged 0 SP:Iteration 83F (4681.695181 sec): 3 clusters Score: Raw -3964100.576624 + Penalty 3355.525799 = -3960745.050825 nChanged 0 Trying to split cluster 9 (11409 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4681.730836 sec): 2 clusters Score: Raw -1545635.378437 + Penalty 1518.100642 = -1544117.277795 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4681.785006 sec): 3 clusters Score: Raw -1539096.242529 + Penalty 3036.201284 = -1536060.041245 nChanged 4919 SP:Iteration 1F (4681.842867 sec): 3 clusters Score: Raw -1541862.011057 + Penalty 3036.201284 = -1538825.809773 nChanged 695 SP:Iteration 2F (4681.907356 sec): 3 clusters Score: Raw -1542204.660697 + Penalty 3036.201284 = -1539168.459413 nChanged 649 SP:Iteration 3F (4681.970820 sec): 3 clusters Score: Raw -1542542.366108 + Penalty 3036.201284 = -1539506.164825 nChanged 633 SP:Iteration 4F (4682.028389 sec): 3 clusters Score: Raw -1542880.931406 + Penalty 3036.201284 = -1539844.730122 nChanged 599 SP:Iteration 5F (4682.097868 sec): 3 clusters Score: Raw -1543236.223334 + Penalty 3036.201284 = -1540200.022050 nChanged 596 SP:Iteration 6F (4682.149243 sec): 3 clusters Score: Raw -1543596.673732 + Penalty 3036.201284 = -1540560.472448 nChanged 578 SP:Iteration 7F (4682.221432 sec): 3 clusters Score: Raw -1543979.934495 + Penalty 3036.201284 = -1540943.733211 nChanged 522 SP:Iteration 8Q (4682.274341 sec): 3 clusters Score: Raw -1544360.229818 + Penalty 3036.201284 = -1541324.028534 nChanged 498 SP:Iteration 9Q (4682.333120 sec): 3 clusters Score: Raw -1544685.003374 + Penalty 3036.201284 = -1541648.802090 nChanged 355 SP:Iteration 10Q (4682.392668 sec): 3 clusters Score: Raw -1544862.544855 + Penalty 3036.201284 = -1541826.343571 nChanged 285 SP:Iteration 11Q (4682.463046 sec): 3 clusters Score: Raw -1544970.549054 + Penalty 3036.201284 = -1541934.347770 nChanged 204 SP:Iteration 12Q (4682.519433 sec): 3 clusters Score: Raw -1545040.860974 + Penalty 3036.201284 = -1542004.659691 nChanged 150 SP:Iteration 13Q (4682.587250 sec): 3 clusters Score: Raw -1545097.611395 + Penalty 3036.201284 = -1542061.410111 nChanged 140 SP:Iteration 14Q (4682.638255 sec): 3 clusters Score: Raw -1545148.542899 + Penalty 3036.201284 = -1542112.341615 nChanged 135 SP:Iteration 15Q (4682.691172 sec): 3 clusters Score: Raw -1545201.582230 + Penalty 3036.201284 = -1542165.380946 nChanged 128 SP:Iteration 16Q (4682.751406 sec): 3 clusters Score: Raw -1545250.073865 + Penalty 3036.201284 = -1542213.872581 nChanged 130 SP:Iteration 17Q (4682.813208 sec): 3 clusters Score: Raw -1545288.901465 + Penalty 3036.201284 = -1542252.700181 nChanged 112 SP:Iteration 18Q (4682.884420 sec): 3 clusters Score: Raw -1545325.351735 + Penalty 3036.201284 = -1542289.150451 nChanged 103 SP:Iteration 19Q (4682.930749 sec): 3 clusters Score: Raw -1545357.728746 + Penalty 3036.201284 = -1542321.527462 nChanged 107 SP:Iteration 20F (4682.995393 sec): 3 clusters Score: Raw -1545392.046162 + Penalty 3036.201284 = -1542355.844878 nChanged 101 SP:Iteration 21Q (4683.055720 sec): 3 clusters Score: Raw -1545420.481051 + Penalty 3036.201284 = -1542384.279767 nChanged 88 SP:Iteration 22Q (4683.124992 sec): 3 clusters Score: Raw -1545445.286547 + Penalty 3036.201284 = -1542409.085263 nChanged 77 SP:Iteration 23Q (4683.184595 sec): 3 clusters Score: Raw -1545470.072665 + Penalty 3036.201284 = -1542433.871381 nChanged 74 SP:Iteration 24Q (4683.229345 sec): 3 clusters Score: Raw -1545486.942222 + Penalty 3036.201284 = -1542450.740938 nChanged 61 SP:Iteration 25Q (4683.299144 sec): 3 clusters Score: Raw -1545501.997114 + Penalty 3036.201284 = -1542465.795830 nChanged 72 SP:Iteration 26Q (4683.348643 sec): 3 clusters Score: Raw -1545520.759298 + Penalty 3036.201284 = -1542484.558014 nChanged 75 SP:Iteration 27Q (4683.417707 sec): 3 clusters Score: Raw -1545538.106175 + Penalty 3036.201284 = -1542501.904891 nChanged 63 SP:Iteration 28Q (4683.467026 sec): 3 clusters Score: Raw -1545552.455661 + Penalty 3036.201284 = -1542516.254378 nChanged 67 SP:Iteration 29Q (4683.536760 sec): 3 clusters Score: Raw -1545565.875137 + Penalty 3036.201284 = -1542529.673853 nChanged 61 SP:Iteration 30Q (4683.585618 sec): 3 clusters Score: Raw -1545575.877469 + Penalty 3036.201284 = -1542539.676185 nChanged 42 SP:Iteration 31Q (4683.643668 sec): 3 clusters Score: Raw -1545582.613780 + Penalty 3036.201284 = -1542546.412496 nChanged 38 SP:Iteration 32Q (4683.701594 sec): 3 clusters Score: Raw -1545588.394095 + Penalty 3036.201284 = -1542552.192811 nChanged 24 SP:Iteration 33Q (4683.760435 sec): 3 clusters Score: Raw -1545591.891980 + Penalty 3036.201284 = -1542555.690696 nChanged 25 SP:Iteration 34Q (4683.817791 sec): 3 clusters Score: Raw -1545595.864573 + Penalty 3036.201284 = -1542559.663289 nChanged 22 SP:Iteration 35Q (4683.877998 sec): 3 clusters Score: Raw -1545599.153900 + Penalty 3036.201284 = -1542562.952616 nChanged 22 SP:Iteration 36Q (4683.936358 sec): 3 clusters Score: Raw -1545602.285179 + Penalty 3036.201284 = -1542566.083895 nChanged 24 SP:Iteration 37Q (4684.001249 sec): 3 clusters Score: Raw -1545606.528279 + Penalty 3036.201284 = -1542570.326995 nChanged 28 SP:Iteration 38Q (4684.057411 sec): 3 clusters Score: Raw -1545611.312804 + Penalty 3036.201284 = -1542575.111520 nChanged 36 SP:Iteration 39Q (4684.114448 sec): 3 clusters Score: Raw -1545618.105974 + Penalty 3036.201284 = -1542581.904691 nChanged 35 SP:Iteration 40F (4684.169695 sec): 3 clusters Score: Raw -1545623.758992 + Penalty 3036.201284 = -1542587.557708 nChanged 32 SP:Iteration 41Q (4684.216627 sec): 3 clusters Score: Raw -1545630.308547 + Penalty 3036.201284 = -1542594.107263 nChanged 33 SP:Iteration 42Q (4684.278312 sec): 3 clusters Score: Raw -1545636.033316 + Penalty 3036.201284 = -1542599.832032 nChanged 31 SP:Iteration 43Q (4684.332596 sec): 3 clusters Score: Raw -1545642.193040 + Penalty 3036.201284 = -1542605.991756 nChanged 34 SP:Iteration 44Q (4684.393030 sec): 3 clusters Score: Raw -1545648.062246 + Penalty 3036.201284 = -1542611.860962 nChanged 37 SP:Iteration 45Q (4684.452922 sec): 3 clusters Score: Raw -1545655.806558 + Penalty 3036.201284 = -1542619.605274 nChanged 35 SP:Iteration 46Q (4684.512542 sec): 3 clusters Score: Raw -1545662.993327 + Penalty 3036.201284 = -1542626.792043 nChanged 38 SP:Iteration 47Q (4684.572332 sec): 3 clusters Score: Raw -1545670.726657 + Penalty 3036.201284 = -1542634.525373 nChanged 38 SP:Iteration 48Q (4684.630767 sec): 3 clusters Score: Raw -1545678.675124 + Penalty 3036.201284 = -1542642.473840 nChanged 36 SP:Iteration 49Q (4684.689691 sec): 3 clusters Score: Raw -1545685.569795 + Penalty 3036.201284 = -1542649.368511 nChanged 33 SP:Iteration 50Q (4684.748219 sec): 3 clusters Score: Raw -1545692.119680 + Penalty 3036.201284 = -1542655.918396 nChanged 26 SP:Iteration 51Q (4684.807328 sec): 3 clusters Score: Raw -1545696.789208 + Penalty 3036.201284 = -1542660.587924 nChanged 35 SP:Iteration 52Q (4684.875276 sec): 3 clusters Score: Raw -1545705.081996 + Penalty 3036.201284 = -1542668.880712 nChanged 37 SP:Iteration 53Q (4684.924505 sec): 3 clusters Score: Raw -1545712.512287 + Penalty 3036.201284 = -1542676.311003 nChanged 34 SP:Iteration 54Q (4684.983592 sec): 3 clusters Score: Raw -1545718.466391 + Penalty 3036.201284 = -1542682.265107 nChanged 21 SP:Iteration 55Q (4685.043663 sec): 3 clusters Score: Raw -1545722.264167 + Penalty 3036.201284 = -1542686.062883 nChanged 19 SP:Iteration 56Q (4685.108821 sec): 3 clusters Score: Raw -1545726.271503 + Penalty 3036.201284 = -1542690.070219 nChanged 16 SP:Iteration 57Q (4685.170727 sec): 3 clusters Score: Raw -1545730.577079 + Penalty 3036.201284 = -1542694.375795 nChanged 19 SP:Iteration 58Q (4685.236067 sec): 3 clusters Score: Raw -1545734.052372 + Penalty 3036.201284 = -1542697.851088 nChanged 16 SP:Iteration 59Q (4685.311789 sec): 3 clusters Score: Raw -1545737.118474 + Penalty 3036.201284 = -1542700.917190 nChanged 17 SP:Iteration 60F (4685.367331 sec): 3 clusters Score: Raw -1545739.505900 + Penalty 3036.201284 = -1542703.304616 nChanged 14 SP:Iteration 61Q (4685.433259 sec): 3 clusters Score: Raw -1545741.830606 + Penalty 3036.201284 = -1542705.629322 nChanged 14 SP:Iteration 62Q (4685.499105 sec): 3 clusters Score: Raw -1545744.285301 + Penalty 3036.201284 = -1542708.084017 nChanged 17 SP:Iteration 63Q (4685.565495 sec): 3 clusters Score: Raw -1545747.436473 + Penalty 3036.201284 = -1542711.235189 nChanged 21 SP:Iteration 64Q (4685.631375 sec): 3 clusters Score: Raw -1545752.269562 + Penalty 3036.201284 = -1542716.068278 nChanged 21 SP:Iteration 65Q (4685.708971 sec): 3 clusters Score: Raw -1545755.683825 + Penalty 3036.201284 = -1542719.482542 nChanged 17 SP:Iteration 66Q (4685.761199 sec): 3 clusters Score: Raw -1545758.027592 + Penalty 3036.201284 = -1542721.826308 nChanged 15 SP:Iteration 67Q (4685.837110 sec): 3 clusters Score: Raw -1545759.809370 + Penalty 3036.201284 = -1542723.608086 nChanged 15 SP:Iteration 68Q (4685.889783 sec): 3 clusters Score: Raw -1545761.442621 + Penalty 3036.201284 = -1542725.241337 nChanged 9 SP:Iteration 69Q (4685.949197 sec): 3 clusters Score: Raw -1545762.269757 + Penalty 3036.201284 = -1542726.068473 nChanged 1 SP:Iteration 70Q (4686.015049 sec): 3 clusters Score: Raw -1545762.364823 + Penalty 3036.201284 = -1542726.163539 nChanged 3 SP:Iteration 71Q (4686.081281 sec): 3 clusters Score: Raw -1545762.731323 + Penalty 3036.201284 = -1542726.530039 nChanged 1 SP:Iteration 72Q (4686.140528 sec): 3 clusters Score: Raw -1545762.777258 + Penalty 3036.201284 = -1542726.575974 nChanged 1 SP:Iteration 73Q (4686.205398 sec): 3 clusters Score: Raw -1545762.820804 + Penalty 3036.201284 = -1542726.619520 nChanged 0 SP:Iteration 74F (4686.271685 sec): 3 clusters Score: Raw -1545762.820804 + Penalty 3036.201284 = -1542726.619520 nChanged 0 Trying to split cluster 10 (2420 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4686.300558 sec): 2 clusters Score: Raw -298158.344322 + Penalty 1266.122458 = -296892.221864 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4686.354939 sec): 3 clusters Score: Raw -297092.582816 + Penalty 2532.244916 = -294560.337900 nChanged 895 SP:Iteration 1F (4686.400461 sec): 3 clusters Score: Raw -297676.827328 + Penalty 2532.244916 = -295144.582411 nChanged 222 SP:Iteration 2F (4686.465459 sec): 3 clusters Score: Raw -297894.414194 + Penalty 2532.244916 = -295362.169278 nChanged 157 SP:Iteration 3F (4686.505883 sec): 3 clusters Score: Raw -298054.079576 + Penalty 2532.244916 = -295521.834659 nChanged 150 SP:Iteration 4F (4686.557649 sec): 3 clusters Score: Raw -298219.239505 + Penalty 2532.244916 = -295686.994589 nChanged 125 SP:Iteration 5F (4686.609526 sec): 3 clusters Score: Raw -298330.033446 + Penalty 2532.244916 = -295797.788530 nChanged 83 SP:Iteration 6Q (4686.661178 sec): 3 clusters Score: Raw -298395.606530 + Penalty 2532.244916 = -295863.361614 nChanged 51 SP:Iteration 7Q (4686.712938 sec): 3 clusters Score: Raw -298427.809221 + Penalty 2532.244916 = -295895.564305 nChanged 37 SP:Iteration 8Q (4686.757240 sec): 3 clusters Score: Raw -298456.838366 + Penalty 2532.244916 = -295924.593450 nChanged 36 SP:Iteration 9Q (4686.809932 sec): 3 clusters Score: Raw -298479.559738 + Penalty 2532.244916 = -295947.314821 nChanged 37 SP:Iteration 10Q (4686.862022 sec): 3 clusters Score: Raw -298504.830792 + Penalty 2532.244916 = -295972.585876 nChanged 35 SP:Iteration 11Q (4686.915758 sec): 3 clusters Score: Raw -298529.798205 + Penalty 2532.244916 = -295997.553288 nChanged 32 SP:Iteration 12Q (4686.969463 sec): 3 clusters Score: Raw -298553.062958 + Penalty 2532.244916 = -296020.818041 nChanged 31 SP:Iteration 13Q (4687.022631 sec): 3 clusters Score: Raw -298573.186235 + Penalty 2532.244916 = -296040.941319 nChanged 23 SP:Iteration 14Q (4687.075861 sec): 3 clusters Score: Raw -298587.346530 + Penalty 2532.244916 = -296055.101613 nChanged 19 SP:Iteration 15Q (4687.128028 sec): 3 clusters Score: Raw -298595.332697 + Penalty 2532.244916 = -296063.087781 nChanged 11 SP:Iteration 16Q (4687.180201 sec): 3 clusters Score: Raw -298600.964987 + Penalty 2532.244916 = -296068.720071 nChanged 14 SP:Iteration 17Q (4687.223206 sec): 3 clusters Score: Raw -298606.092177 + Penalty 2532.244916 = -296073.847261 nChanged 12 SP:Iteration 18Q (4687.275307 sec): 3 clusters Score: Raw -298613.963981 + Penalty 2532.244916 = -296081.719065 nChanged 13 SP:Iteration 19Q (4687.320710 sec): 3 clusters Score: Raw -298620.239992 + Penalty 2532.244916 = -296087.995075 nChanged 9 SP:Iteration 20F (4687.370722 sec): 3 clusters Score: Raw -298624.282774 + Penalty 2532.244916 = -296092.037858 nChanged 11 SP:Iteration 21Q (4687.410604 sec): 3 clusters Score: Raw -298630.248584 + Penalty 2532.244916 = -296098.003668 nChanged 6 SP:Iteration 22Q (4687.463102 sec): 3 clusters Score: Raw -298633.856138 + Penalty 2532.244916 = -296101.611222 nChanged 9 SP:Iteration 23Q (4687.474418 sec): 3 clusters Score: Raw -298638.069826 + Penalty 2532.244916 = -296105.824910 nChanged 9 SP:Iteration 24Q (4687.486628 sec): 3 clusters Score: Raw -298641.281947 + Penalty 2532.244916 = -296109.037030 nChanged 5 SP:Iteration 25Q (4687.498457 sec): 3 clusters Score: Raw -298642.242261 + Penalty 2532.244916 = -296109.997345 nChanged 0 SP:Iteration 26F (4687.510802 sec): 3 clusters Score: Raw -298642.242261 + Penalty 2532.244916 = -296109.997345 nChanged 0 Trying to split cluster 11 (211958 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4687.756595 sec): 2 clusters Score: Raw -28130591.509107 + Penalty 1992.923306 = -28128598.585801 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4688.084597 sec): 3 clusters Score: Raw -27989792.835598 + Penalty 3985.846612 = -27985806.988987 nChanged 102935 SP:Iteration 1F (4688.408713 sec): 3 clusters Score: Raw -28052297.971874 + Penalty 3985.846612 = -28048312.125263 nChanged 8725 SP:Iteration 2Q (4688.757329 sec): 3 clusters Score: Raw -28055514.290408 + Penalty 3985.846612 = -28051528.443796 nChanged 10391 SP:Iteration 3Q (4689.128511 sec): 3 clusters Score: Raw -28060570.014539 + Penalty 3985.846612 = -28056584.167927 nChanged 12534 SP:Iteration 4F (4689.478261 sec): 3 clusters Score: Raw -28068104.419684 + Penalty 3985.846612 = -28064118.573072 nChanged 14258 SP:Iteration 5F (4689.837530 sec): 3 clusters Score: Raw -28077847.860279 + Penalty 3985.846612 = -28073862.013667 nChanged 14660 SP:Iteration 6F (4690.196056 sec): 3 clusters Score: Raw -28088322.844758 + Penalty 3985.846612 = -28084336.998146 nChanged 13139 SP:Iteration 7F (4690.555016 sec): 3 clusters Score: Raw -28096533.494341 + Penalty 3985.846612 = -28092547.647730 nChanged 9989 SP:Iteration 8Q (4690.934203 sec): 3 clusters Score: Raw -28100951.494648 + Penalty 3985.846612 = -28096965.648036 nChanged 6665 SP:Iteration 9Q (4691.339195 sec): 3 clusters Score: Raw -28102816.595494 + Penalty 3985.846612 = -28098830.748883 nChanged 4087 SP:Iteration 10Q (4691.750758 sec): 3 clusters Score: Raw -28103621.886398 + Penalty 3985.846612 = -28099636.039786 nChanged 2781 SP:Iteration 11Q (4692.160134 sec): 3 clusters Score: Raw -28104071.144497 + Penalty 3985.846612 = -28100085.297886 nChanged 2188 SP:Iteration 12Q (4692.545109 sec): 3 clusters Score: Raw -28104415.279892 + Penalty 3985.846612 = -28100429.433280 nChanged 1926 SP:Iteration 13Q (4692.909843 sec): 3 clusters Score: Raw -28104700.414601 + Penalty 3985.846612 = -28100714.567990 nChanged 1800 SP:Iteration 14Q (4693.240674 sec): 3 clusters Score: Raw -28104966.123157 + Penalty 3985.846612 = -28100980.276545 nChanged 1808 SP:Iteration 15Q (4693.581278 sec): 3 clusters Score: Raw -28105240.466206 + Penalty 3985.846612 = -28101254.619594 nChanged 1835 SP:Iteration 16Q (4693.925616 sec): 3 clusters Score: Raw -28105524.938032 + Penalty 3985.846612 = -28101539.091421 nChanged 1798 SP:Iteration 17Q (4694.259589 sec): 3 clusters Score: Raw -28105798.141122 + Penalty 3985.846612 = -28101812.294510 nChanged 1797 SP:Iteration 18Q (4694.603176 sec): 3 clusters Score: Raw -28106076.234373 + Penalty 3985.846612 = -28102090.387761 nChanged 1862 SP:Iteration 19Q (4694.974880 sec): 3 clusters Score: Raw -28106380.958008 + Penalty 3985.846612 = -28102395.111396 nChanged 1971 SP:Iteration 20F (4695.317131 sec): 3 clusters Score: Raw -28106711.023718 + Penalty 3985.846612 = -28102725.177107 nChanged 2042 SP:Iteration 21Q (4695.664791 sec): 3 clusters Score: Raw -28107050.547033 + Penalty 3985.846612 = -28103064.700422 nChanged 2079 SP:Iteration 22Q (4696.016101 sec): 3 clusters Score: Raw -28107414.718704 + Penalty 3985.846612 = -28103428.872092 nChanged 2167 SP:Iteration 23Q (4696.375741 sec): 3 clusters Score: Raw -28107824.647464 + Penalty 3985.846612 = -28103838.800852 nChanged 2330 SP:Iteration 24Q (4696.777907 sec): 3 clusters Score: Raw -28108277.827570 + Penalty 3985.846612 = -28104291.980958 nChanged 2411 SP:Iteration 25Q (4697.167719 sec): 3 clusters Score: Raw -28108754.693420 + Penalty 3985.846612 = -28104768.846808 nChanged 2488 SP:Iteration 26Q (4697.564658 sec): 3 clusters Score: Raw -28109272.196285 + Penalty 3985.846612 = -28105286.349673 nChanged 2617 SP:Iteration 27Q (4697.924420 sec): 3 clusters Score: Raw -28109862.352353 + Penalty 3985.846612 = -28105876.505741 nChanged 2754 SP:Iteration 28Q (4698.281444 sec): 3 clusters Score: Raw -28110524.909288 + Penalty 3985.846612 = -28106539.062676 nChanged 2794 SP:Iteration 29Q (4698.603064 sec): 3 clusters Score: Raw -28111240.505744 + Penalty 3985.846612 = -28107254.659133 nChanged 2865 SP:Iteration 30Q (4698.925029 sec): 3 clusters Score: Raw -28111990.152477 + Penalty 3985.846612 = -28108004.305865 nChanged 2830 SP:Iteration 31Q (4699.245264 sec): 3 clusters Score: Raw -28112771.634618 + Penalty 3985.846612 = -28108785.788006 nChanged 2879 SP:Iteration 32Q (4699.574750 sec): 3 clusters Score: Raw -28113595.066817 + Penalty 3985.846612 = -28109609.220205 nChanged 2877 SP:Iteration 33Q (4699.893426 sec): 3 clusters Score: Raw -28114428.932445 + Penalty 3985.846612 = -28110443.085833 nChanged 2804 SP:Iteration 34Q (4700.228560 sec): 3 clusters Score: Raw -28115248.370994 + Penalty 3985.846612 = -28111262.524382 nChanged 2778 SP:Iteration 35Q (4700.572251 sec): 3 clusters Score: Raw -28116090.413753 + Penalty 3985.846612 = -28112104.567141 nChanged 2768 SP:Iteration 36Q (4700.915626 sec): 3 clusters Score: Raw -28116933.200720 + Penalty 3985.846612 = -28112947.354108 nChanged 2682 SP:Iteration 37Q (4701.249791 sec): 3 clusters Score: Raw -28117765.524843 + Penalty 3985.846612 = -28113779.678231 nChanged 2626 SP:Iteration 38Q (4701.573083 sec): 3 clusters Score: Raw -28118638.793138 + Penalty 3985.846612 = -28114652.946526 nChanged 2629 SP:Iteration 39Q (4701.897290 sec): 3 clusters Score: Raw -28119555.008585 + Penalty 3985.846612 = -28115569.161973 nChanged 2630 SP:Iteration 40F (4702.242879 sec): 3 clusters Score: Raw -28120511.142166 + Penalty 3985.846612 = -28116525.295554 nChanged 2549 SP:Iteration 41Q (4702.572718 sec): 3 clusters Score: Raw -28121472.037790 + Penalty 3985.846612 = -28117486.191178 nChanged 2488 SP:Iteration 42Q (4702.897247 sec): 3 clusters Score: Raw -28122439.539963 + Penalty 3985.846612 = -28118453.693351 nChanged 2374 SP:Iteration 43Q (4703.221360 sec): 3 clusters Score: Raw -28123407.597082 + Penalty 3985.846612 = -28119421.750471 nChanged 2300 SP:Iteration 44Q (4703.527083 sec): 3 clusters Score: Raw -28124389.614415 + Penalty 3985.846612 = -28120403.767804 nChanged 2181 SP:Iteration 45Q (4703.809419 sec): 3 clusters Score: Raw -28125351.995434 + Penalty 3985.846612 = -28121366.148822 nChanged 2047 SP:Iteration 46Q (4704.091669 sec): 3 clusters Score: Raw -28126281.850427 + Penalty 3985.846612 = -28122296.003815 nChanged 1810 SP:Iteration 47Q (4704.373731 sec): 3 clusters Score: Raw -28127123.526276 + Penalty 3985.846612 = -28123137.679664 nChanged 1612 SP:Iteration 48Q (4704.652139 sec): 3 clusters Score: Raw -28127864.421969 + Penalty 3985.846612 = -28123878.575357 nChanged 1405 SP:Iteration 49Q (4704.934118 sec): 3 clusters Score: Raw -28128503.447489 + Penalty 3985.846612 = -28124517.600877 nChanged 1242 SP:Iteration 50Q (4705.214038 sec): 3 clusters Score: Raw -28129057.821255 + Penalty 3985.846612 = -28125071.974643 nChanged 1015 SP:Iteration 51Q (4705.515156 sec): 3 clusters Score: Raw -28129490.210040 + Penalty 3985.846612 = -28125504.363428 nChanged 847 SP:Iteration 52Q (4705.816145 sec): 3 clusters Score: Raw -28129842.756920 + Penalty 3985.846612 = -28125856.910309 nChanged 674 SP:Iteration 53Q (4706.112957 sec): 3 clusters Score: Raw -28130111.197118 + Penalty 3985.846612 = -28126125.350506 nChanged 573 SP:Iteration 54Q (4706.411301 sec): 3 clusters Score: Raw -28130340.824429 + Penalty 3985.846612 = -28126354.977817 nChanged 462 SP:Iteration 55Q (4706.708032 sec): 3 clusters Score: Raw -28130515.902725 + Penalty 3985.846612 = -28126530.056114 nChanged 362 SP:Iteration 56Q (4707.004485 sec): 3 clusters Score: Raw -28130645.393619 + Penalty 3985.846612 = -28126659.547008 nChanged 283 SP:Iteration 57Q (4707.299838 sec): 3 clusters Score: Raw -28130746.798340 + Penalty 3985.846612 = -28126760.951728 nChanged 271 SP:Iteration 58Q (4707.582896 sec): 3 clusters Score: Raw -28130839.325393 + Penalty 3985.846612 = -28126853.478781 nChanged 218 SP:Iteration 59Q (4707.878027 sec): 3 clusters Score: Raw -28130916.789149 + Penalty 3985.846612 = -28126930.942538 nChanged 178 SP:Iteration 60F (4708.229797 sec): 3 clusters Score: Raw -28130974.949546 + Penalty 3985.846612 = -28126989.102935 nChanged 141 SP:Iteration 61Q (4708.524080 sec): 3 clusters Score: Raw -28131022.324482 + Penalty 3985.846612 = -28127036.477871 nChanged 128 SP:Iteration 62Q (4708.790188 sec): 3 clusters Score: Raw -28131064.001915 + Penalty 3985.846612 = -28127078.155303 nChanged 94 SP:Iteration 63Q (4709.050551 sec): 3 clusters Score: Raw -28131092.050189 + Penalty 3985.846612 = -28127106.203577 nChanged 87 SP:Iteration 64Q (4709.320474 sec): 3 clusters Score: Raw -28131119.152942 + Penalty 3985.846612 = -28127133.306330 nChanged 71 SP:Iteration 65Q (4709.612186 sec): 3 clusters Score: Raw -28131145.096334 + Penalty 3985.846612 = -28127159.249722 nChanged 55 SP:Iteration 66Q (4709.910602 sec): 3 clusters Score: Raw -28131159.185037 + Penalty 3985.846612 = -28127173.338426 nChanged 40 SP:Iteration 67Q (4710.193811 sec): 3 clusters Score: Raw -28131169.027842 + Penalty 3985.846612 = -28127183.181231 nChanged 37 SP:Iteration 68Q (4710.478281 sec): 3 clusters Score: Raw -28131178.249302 + Penalty 3985.846612 = -28127192.402690 nChanged 32 SP:Iteration 69Q (4710.759012 sec): 3 clusters Score: Raw -28131183.522239 + Penalty 3985.846612 = -28127197.675627 nChanged 20 SP:Iteration 70Q (4711.044264 sec): 3 clusters Score: Raw -28131187.000349 + Penalty 3985.846612 = -28127201.153737 nChanged 12 SP:Iteration 71Q (4711.329047 sec): 3 clusters Score: Raw -28131188.941686 + Penalty 3985.846612 = -28127203.095074 nChanged 18 SP:Iteration 72Q (4711.620583 sec): 3 clusters Score: Raw -28131192.828423 + Penalty 3985.846612 = -28127206.981811 nChanged 15 SP:Iteration 73Q (4711.914104 sec): 3 clusters Score: Raw -28131195.612210 + Penalty 3985.846612 = -28127209.765599 nChanged 15 SP:Iteration 74Q (4712.207449 sec): 3 clusters Score: Raw -28131198.234792 + Penalty 3985.846612 = -28127212.388181 nChanged 12 SP:Iteration 75Q (4712.500491 sec): 3 clusters Score: Raw -28131200.249521 + Penalty 3985.846612 = -28127214.402909 nChanged 9 SP:Iteration 76Q (4712.768760 sec): 3 clusters Score: Raw -28131202.431342 + Penalty 3985.846612 = -28127216.584730 nChanged 15 SP:Iteration 77Q (4713.030389 sec): 3 clusters Score: Raw -28131205.809787 + Penalty 3985.846612 = -28127219.963176 nChanged 10 SP:Iteration 78Q (4713.319359 sec): 3 clusters Score: Raw -28131207.994594 + Penalty 3985.846612 = -28127222.147982 nChanged 7 SP:Iteration 79Q (4713.617728 sec): 3 clusters Score: Raw -28131208.798429 + Penalty 3985.846612 = -28127222.951818 nChanged 6 SP:Iteration 80F (4713.959681 sec): 3 clusters Score: Raw -28131209.575227 + Penalty 3985.846612 = -28127223.728615 nChanged 6 SP:Iteration 81Q (4714.243762 sec): 3 clusters Score: Raw -28131210.457781 + Penalty 3985.846612 = -28127224.611170 nChanged 4 SP:Iteration 82Q (4714.540399 sec): 3 clusters Score: Raw -28131211.241523 + Penalty 3985.846612 = -28127225.394912 nChanged 4 SP:Iteration 83Q (4714.834108 sec): 3 clusters Score: Raw -28131211.620729 + Penalty 3985.846612 = -28127225.774118 nChanged 0 SP:Iteration 84F (4715.187338 sec): 3 clusters Score: Raw -28131211.620729 + Penalty 3985.846612 = -28127225.774118 nChanged 0 Trying to split cluster 12 (8716 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4715.224108 sec): 2 clusters Score: Raw -1160915.396459 + Penalty 1474.348801 = -1159441.047658 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4715.288900 sec): 3 clusters Score: Raw -1155968.831211 + Penalty 2948.697601 = -1153020.133610 nChanged 3783 SP:Iteration 1F (4715.353343 sec): 3 clusters Score: Raw -1158173.693001 + Penalty 2948.697601 = -1155224.995400 nChanged 616 SP:Iteration 2F (4715.410248 sec): 3 clusters Score: Raw -1158523.305559 + Penalty 2948.697601 = -1155574.607958 nChanged 542 SP:Iteration 3F (4715.468884 sec): 3 clusters Score: Raw -1158842.768255 + Penalty 2948.697601 = -1155894.070654 nChanged 495 SP:Iteration 4F (4715.532191 sec): 3 clusters Score: Raw -1159148.790850 + Penalty 2948.697601 = -1156200.093249 nChanged 470 SP:Iteration 5F (4715.595211 sec): 3 clusters Score: Raw -1159464.880571 + Penalty 2948.697601 = -1156516.182969 nChanged 453 SP:Iteration 6F (4715.654719 sec): 3 clusters Score: Raw -1159800.834881 + Penalty 2948.697601 = -1156852.137280 nChanged 420 SP:Iteration 7Q (4715.716430 sec): 3 clusters Score: Raw -1160135.248388 + Penalty 2948.697601 = -1157186.550787 nChanged 336 SP:Iteration 8Q (4715.779157 sec): 3 clusters Score: Raw -1160392.730928 + Penalty 2948.697601 = -1157444.033327 nChanged 277 SP:Iteration 9Q (4715.839278 sec): 3 clusters Score: Raw -1160611.667802 + Penalty 2948.697601 = -1157662.970201 nChanged 205 SP:Iteration 10Q (4715.901632 sec): 3 clusters Score: Raw -1160791.819249 + Penalty 2948.697601 = -1157843.121648 nChanged 137 SP:Iteration 11Q (4715.954220 sec): 3 clusters Score: Raw -1160924.491210 + Penalty 2948.697601 = -1157975.793609 nChanged 78 SP:Iteration 12Q (4716.014237 sec): 3 clusters Score: Raw -1160989.667201 + Penalty 2948.697601 = -1158040.969600 nChanged 52 SP:Iteration 13Q (4716.074952 sec): 3 clusters Score: Raw -1161037.698675 + Penalty 2948.697601 = -1158089.001074 nChanged 44 SP:Iteration 14Q (4716.135524 sec): 3 clusters Score: Raw -1161076.415759 + Penalty 2948.697601 = -1158127.718158 nChanged 31 SP:Iteration 15Q (4716.196230 sec): 3 clusters Score: Raw -1161111.973799 + Penalty 2948.697601 = -1158163.276198 nChanged 26 SP:Iteration 16Q (4716.256471 sec): 3 clusters Score: Raw -1161136.518530 + Penalty 2948.697601 = -1158187.820929 nChanged 23 SP:Iteration 17Q (4716.317881 sec): 3 clusters Score: Raw -1161155.222127 + Penalty 2948.697601 = -1158206.524526 nChanged 18 SP:Iteration 18Q (4716.377469 sec): 3 clusters Score: Raw -1161176.222378 + Penalty 2948.697601 = -1158227.524777 nChanged 19 SP:Iteration 19Q (4716.438983 sec): 3 clusters Score: Raw -1161195.345629 + Penalty 2948.697601 = -1158246.648027 nChanged 13 SP:Iteration 20F (4716.501617 sec): 3 clusters Score: Raw -1161207.579679 + Penalty 2948.697601 = -1158258.882078 nChanged 12 SP:Iteration 21Q (4716.574459 sec): 3 clusters Score: Raw -1161217.536748 + Penalty 2948.697601 = -1158268.839146 nChanged 9 SP:Iteration 22Q (4716.622647 sec): 3 clusters Score: Raw -1161224.243843 + Penalty 2948.697601 = -1158275.546242 nChanged 2 SP:Iteration 23Q (4716.682687 sec): 3 clusters Score: Raw -1161225.966524 + Penalty 2948.697601 = -1158277.268922 nChanged 1 SP:Iteration 24Q (4716.754498 sec): 3 clusters Score: Raw -1161226.609916 + Penalty 2948.697601 = -1158277.912315 nChanged 3 SP:Iteration 25Q (4716.798475 sec): 3 clusters Score: Raw -1161228.330352 + Penalty 2948.697601 = -1158279.632751 nChanged 2 SP:Iteration 26Q (4716.854309 sec): 3 clusters Score: Raw -1161228.931625 + Penalty 2948.697601 = -1158280.234023 nChanged 1 SP:Iteration 27Q (4716.915428 sec): 3 clusters Score: Raw -1161229.623018 + Penalty 2948.697601 = -1158280.925416 nChanged 2 SP:Iteration 28Q (4716.974864 sec): 3 clusters Score: Raw -1161230.926002 + Penalty 2948.697601 = -1158282.228401 nChanged 1 SP:Iteration 29Q (4717.026771 sec): 3 clusters Score: Raw -1161232.141635 + Penalty 2948.697601 = -1158283.444034 nChanged 0 SP:Iteration 30F (4717.089154 sec): 3 clusters Score: Raw -1161232.141635 + Penalty 2948.697601 = -1158283.444034 nChanged 0 Trying to split cluster 13 (7248 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4717.134311 sec): 2 clusters Score: Raw -983493.554416 + Penalty 1444.378138 = -982049.176279 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4717.182937 sec): 3 clusters Score: Raw -979555.627312 + Penalty 2888.756276 = -976666.871037 nChanged 3097 SP:Iteration 1F (4717.233515 sec): 3 clusters Score: Raw -981658.266007 + Penalty 2888.756276 = -978769.509732 nChanged 740 SP:Iteration 2F (4717.294262 sec): 3 clusters Score: Raw -982429.121899 + Penalty 2888.756276 = -979540.365623 nChanged 683 SP:Iteration 3F (4717.352818 sec): 3 clusters Score: Raw -983006.292148 + Penalty 2888.756276 = -980117.535873 nChanged 502 SP:Iteration 4F (4717.413017 sec): 3 clusters Score: Raw -983397.965972 + Penalty 2888.756276 = -980509.209697 nChanged 365 SP:Iteration 5F (4717.474065 sec): 3 clusters Score: Raw -983643.281880 + Penalty 2888.756276 = -980754.525605 nChanged 249 SP:Iteration 6Q (4717.533403 sec): 3 clusters Score: Raw -983772.387722 + Penalty 2888.756276 = -980883.631446 nChanged 155 SP:Iteration 7Q (4717.580419 sec): 3 clusters Score: Raw -983838.571086 + Penalty 2888.756276 = -980949.814811 nChanged 113 SP:Iteration 8Q (4717.641660 sec): 3 clusters Score: Raw -983884.155992 + Penalty 2888.756276 = -980995.399716 nChanged 96 SP:Iteration 9Q (4717.695720 sec): 3 clusters Score: Raw -983914.647451 + Penalty 2888.756276 = -981025.891176 nChanged 76 SP:Iteration 10Q (4717.746622 sec): 3 clusters Score: Raw -983937.235707 + Penalty 2888.756276 = -981048.479431 nChanged 53 SP:Iteration 11Q (4717.806620 sec): 3 clusters Score: Raw -983954.207413 + Penalty 2888.756276 = -981065.451138 nChanged 54 SP:Iteration 12Q (4717.866770 sec): 3 clusters Score: Raw -983970.190697 + Penalty 2888.756276 = -981081.434421 nChanged 53 SP:Iteration 13Q (4717.926753 sec): 3 clusters Score: Raw -983987.661642 + Penalty 2888.756276 = -981098.905367 nChanged 47 SP:Iteration 14Q (4717.980308 sec): 3 clusters Score: Raw -984001.681155 + Penalty 2888.756276 = -981112.924879 nChanged 39 SP:Iteration 15Q (4718.039001 sec): 3 clusters Score: Raw -984012.834435 + Penalty 2888.756276 = -981124.078160 nChanged 27 SP:Iteration 16Q (4718.099407 sec): 3 clusters Score: Raw -984020.427924 + Penalty 2888.756276 = -981131.671648 nChanged 16 SP:Iteration 17Q (4718.160180 sec): 3 clusters Score: Raw -984025.198055 + Penalty 2888.756276 = -981136.441780 nChanged 13 SP:Iteration 18Q (4718.220670 sec): 3 clusters Score: Raw -984029.180555 + Penalty 2888.756276 = -981140.424279 nChanged 14 SP:Iteration 19Q (4718.277579 sec): 3 clusters Score: Raw -984034.615524 + Penalty 2888.756276 = -981145.859249 nChanged 19 SP:Iteration 20F (4718.301937 sec): 3 clusters Score: Raw -984041.826638 + Penalty 2888.756276 = -981153.070363 nChanged 17 SP:Iteration 21Q (4718.360001 sec): 3 clusters Score: Raw -984047.713671 + Penalty 2888.756276 = -981158.957395 nChanged 17 SP:Iteration 22Q (4718.398383 sec): 3 clusters Score: Raw -984054.284051 + Penalty 2888.756276 = -981165.527776 nChanged 12 SP:Iteration 23Q (4718.422554 sec): 3 clusters Score: Raw -984059.862446 + Penalty 2888.756276 = -981171.106170 nChanged 18 SP:Iteration 24Q (4718.456328 sec): 3 clusters Score: Raw -984066.188428 + Penalty 2888.756276 = -981177.432152 nChanged 15 SP:Iteration 25Q (4718.479936 sec): 3 clusters Score: Raw -984070.882084 + Penalty 2888.756276 = -981182.125808 nChanged 15 SP:Iteration 26Q (4718.510743 sec): 3 clusters Score: Raw -984075.528223 + Penalty 2888.756276 = -981186.771947 nChanged 12 SP:Iteration 27Q (4718.540320 sec): 3 clusters Score: Raw -984078.190284 + Penalty 2888.756276 = -981189.434009 nChanged 12 SP:Iteration 28Q (4718.570132 sec): 3 clusters Score: Raw -984081.189024 + Penalty 2888.756276 = -981192.432749 nChanged 12 SP:Iteration 29Q (4718.600181 sec): 3 clusters Score: Raw -984085.000210 + Penalty 2888.756276 = -981196.243935 nChanged 13 SP:Iteration 30Q (4718.629385 sec): 3 clusters Score: Raw -984088.765550 + Penalty 2888.756276 = -981200.009275 nChanged 17 SP:Iteration 31Q (4718.659223 sec): 3 clusters Score: Raw -984094.711970 + Penalty 2888.756276 = -981205.955694 nChanged 18 SP:Iteration 32Q (4718.688966 sec): 3 clusters Score: Raw -984101.190259 + Penalty 2888.756276 = -981212.433983 nChanged 14 SP:Iteration 33Q (4718.718867 sec): 3 clusters Score: Raw -984104.412803 + Penalty 2888.756276 = -981215.656528 nChanged 16 SP:Iteration 34Q (4718.742418 sec): 3 clusters Score: Raw -984107.960797 + Penalty 2888.756276 = -981219.204522 nChanged 12 SP:Iteration 35Q (4718.766076 sec): 3 clusters Score: Raw -984110.399448 + Penalty 2888.756276 = -981221.643172 nChanged 4 SP:Iteration 36Q (4718.789794 sec): 3 clusters Score: Raw -984111.571174 + Penalty 2888.756276 = -981222.814898 nChanged 7 SP:Iteration 37Q (4718.813458 sec): 3 clusters Score: Raw -984113.655301 + Penalty 2888.756276 = -981224.899026 nChanged 7 SP:Iteration 38Q (4718.860808 sec): 3 clusters Score: Raw -984115.619021 + Penalty 2888.756276 = -981226.862746 nChanged 12 SP:Iteration 39Q (4718.896114 sec): 3 clusters Score: Raw -984118.665967 + Penalty 2888.756276 = -981229.909692 nChanged 8 SP:Iteration 40F (4718.926147 sec): 3 clusters Score: Raw -984120.504444 + Penalty 2888.756276 = -981231.748168 nChanged 6 SP:Iteration 41Q (4718.956031 sec): 3 clusters Score: Raw -984122.068859 + Penalty 2888.756276 = -981233.312583 nChanged 5 SP:Iteration 42Q (4718.984581 sec): 3 clusters Score: Raw -984123.929241 + Penalty 2888.756276 = -981235.172965 nChanged 6 SP:Iteration 43Q (4719.013420 sec): 3 clusters Score: Raw -984125.594861 + Penalty 2888.756276 = -981236.838586 nChanged 9 SP:Iteration 44Q (4719.042619 sec): 3 clusters Score: Raw -984128.173386 + Penalty 2888.756276 = -981239.417111 nChanged 13 SP:Iteration 45Q (4719.071215 sec): 3 clusters Score: Raw -984131.825152 + Penalty 2888.756276 = -981243.068877 nChanged 12 SP:Iteration 46Q (4719.095124 sec): 3 clusters Score: Raw -984135.378705 + Penalty 2888.756276 = -981246.622430 nChanged 14 SP:Iteration 47Q (4719.145864 sec): 3 clusters Score: Raw -984139.605118 + Penalty 2888.756276 = -981250.848843 nChanged 13 SP:Iteration 48Q (4719.177855 sec): 3 clusters Score: Raw -984144.938013 + Penalty 2888.756276 = -981256.181738 nChanged 12 SP:Iteration 49Q (4719.206310 sec): 3 clusters Score: Raw -984149.360867 + Penalty 2888.756276 = -981260.604591 nChanged 10 SP:Iteration 50Q (4719.248760 sec): 3 clusters Score: Raw -984152.468678 + Penalty 2888.756276 = -981263.712403 nChanged 7 SP:Iteration 51Q (4719.275873 sec): 3 clusters Score: Raw -984155.306041 + Penalty 2888.756276 = -981266.549766 nChanged 5 SP:Iteration 52Q (4719.305509 sec): 3 clusters Score: Raw -984156.847475 + Penalty 2888.756276 = -981268.091200 nChanged 5 SP:Iteration 53Q (4719.329177 sec): 3 clusters Score: Raw -984158.219089 + Penalty 2888.756276 = -981269.462813 nChanged 2 SP:Iteration 54Q (4719.352704 sec): 3 clusters Score: Raw -984158.529067 + Penalty 2888.756276 = -981269.772792 nChanged 1 SP:Iteration 55Q (4719.379586 sec): 3 clusters Score: Raw -984158.636790 + Penalty 2888.756276 = -981269.880515 nChanged 1 SP:Iteration 56Q (4719.415938 sec): 3 clusters Score: Raw -984159.027086 + Penalty 2888.756276 = -981270.270810 nChanged 2 SP:Iteration 57Q (4719.436680 sec): 3 clusters Score: Raw -984159.662915 + Penalty 2888.756276 = -981270.906639 nChanged 4 SP:Iteration 58Q (4719.460272 sec): 3 clusters Score: Raw -984160.484277 + Penalty 2888.756276 = -981271.728002 nChanged 2 SP:Iteration 59Q (4719.523767 sec): 3 clusters Score: Raw -984160.970618 + Penalty 2888.756276 = -981272.214343 nChanged 1 SP:Iteration 60F (4719.540772 sec): 3 clusters Score: Raw -984161.310192 + Penalty 2888.756276 = -981272.553917 nChanged 1 SP:Iteration 61Q (4719.571054 sec): 3 clusters Score: Raw -984161.525564 + Penalty 2888.756276 = -981272.769289 nChanged 0 SP:Iteration 62F (4719.630329 sec): 3 clusters Score: Raw -984161.525564 + Penalty 2888.756276 = -981272.769289 nChanged 0 Trying to split cluster 14 (8024 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4719.663179 sec): 2 clusters Score: Raw -1065591.731926 + Penalty 1460.906254 = -1064130.825672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4719.692729 sec): 3 clusters Score: Raw -1061152.093178 + Penalty 2921.812507 = -1058230.280671 nChanged 3427 SP:Iteration 1F (4719.725668 sec): 3 clusters Score: Raw -1063029.287765 + Penalty 2921.812507 = -1060107.475258 nChanged 518 SP:Iteration 2F (4719.755913 sec): 3 clusters Score: Raw -1063273.031475 + Penalty 2921.812507 = -1060351.218968 nChanged 410 SP:Iteration 3F (4719.784210 sec): 3 clusters Score: Raw -1063455.172357 + Penalty 2921.812507 = -1060533.359850 nChanged 348 SP:Iteration 4Q (4719.813329 sec): 3 clusters Score: Raw -1063608.130657 + Penalty 2921.812507 = -1060686.318150 nChanged 301 SP:Iteration 5Q (4719.842749 sec): 3 clusters Score: Raw -1063753.606295 + Penalty 2921.812507 = -1060831.793788 nChanged 265 SP:Iteration 6Q (4719.871142 sec): 3 clusters Score: Raw -1063869.590968 + Penalty 2921.812507 = -1060947.778461 nChanged 282 SP:Iteration 7Q (4719.900393 sec): 3 clusters Score: Raw -1064002.876518 + Penalty 2921.812507 = -1061081.064011 nChanged 287 SP:Iteration 8Q (4719.929340 sec): 3 clusters Score: Raw -1064155.676439 + Penalty 2921.812507 = -1061233.863932 nChanged 298 SP:Iteration 9Q (4719.958094 sec): 3 clusters Score: Raw -1064313.973483 + Penalty 2921.812507 = -1061392.160976 nChanged 300 SP:Iteration 10Q (4719.987947 sec): 3 clusters Score: Raw -1064457.091071 + Penalty 2921.812507 = -1061535.278564 nChanged 254 SP:Iteration 11Q (4720.017984 sec): 3 clusters Score: Raw -1064582.684754 + Penalty 2921.812507 = -1061660.872247 nChanged 235 SP:Iteration 12Q (4720.062250 sec): 3 clusters Score: Raw -1064692.856012 + Penalty 2921.812507 = -1061771.043505 nChanged 206 SP:Iteration 13Q (4720.092721 sec): 3 clusters Score: Raw -1064768.658738 + Penalty 2921.812507 = -1061846.846231 nChanged 145 SP:Iteration 14Q (4720.136840 sec): 3 clusters Score: Raw -1064821.586542 + Penalty 2921.812507 = -1061899.774035 nChanged 124 SP:Iteration 15Q (4720.166687 sec): 3 clusters Score: Raw -1064864.507272 + Penalty 2921.812507 = -1061942.694765 nChanged 125 SP:Iteration 16Q (4720.195484 sec): 3 clusters Score: Raw -1064901.556451 + Penalty 2921.812507 = -1061979.743944 nChanged 95 SP:Iteration 17Q (4720.224216 sec): 3 clusters Score: Raw -1064924.049149 + Penalty 2921.812507 = -1062002.236642 nChanged 69 SP:Iteration 18Q (4720.252777 sec): 3 clusters Score: Raw -1064940.087838 + Penalty 2921.812507 = -1062018.275331 nChanged 69 SP:Iteration 19Q (4720.283294 sec): 3 clusters Score: Raw -1064956.036271 + Penalty 2921.812507 = -1062034.223764 nChanged 71 SP:Iteration 20F (4720.327968 sec): 3 clusters Score: Raw -1064970.839864 + Penalty 2921.812507 = -1062049.027357 nChanged 39 SP:Iteration 21Q (4720.356586 sec): 3 clusters Score: Raw -1064978.409910 + Penalty 2921.812507 = -1062056.597403 nChanged 37 SP:Iteration 22Q (4720.401426 sec): 3 clusters Score: Raw -1064984.661741 + Penalty 2921.812507 = -1062062.849233 nChanged 32 SP:Iteration 23Q (4720.430364 sec): 3 clusters Score: Raw -1064988.648692 + Penalty 2921.812507 = -1062066.836185 nChanged 25 SP:Iteration 24Q (4720.458922 sec): 3 clusters Score: Raw -1064993.704854 + Penalty 2921.812507 = -1062071.892347 nChanged 25 SP:Iteration 25Q (4720.484324 sec): 3 clusters Score: Raw -1064998.385768 + Penalty 2921.812507 = -1062076.573261 nChanged 30 SP:Iteration 26Q (4720.514701 sec): 3 clusters Score: Raw -1065003.724337 + Penalty 2921.812507 = -1062081.911830 nChanged 25 SP:Iteration 27Q (4720.544182 sec): 3 clusters Score: Raw -1065007.837071 + Penalty 2921.812507 = -1062086.024563 nChanged 32 SP:Iteration 28Q (4720.572837 sec): 3 clusters Score: Raw -1065014.137868 + Penalty 2921.812507 = -1062092.325360 nChanged 28 SP:Iteration 29Q (4720.602094 sec): 3 clusters Score: Raw -1065020.219190 + Penalty 2921.812507 = -1062098.406683 nChanged 29 SP:Iteration 30Q (4720.630083 sec): 3 clusters Score: Raw -1065026.055757 + Penalty 2921.812507 = -1062104.243250 nChanged 22 SP:Iteration 31Q (4720.658093 sec): 3 clusters Score: Raw -1065029.642446 + Penalty 2921.812507 = -1062107.829939 nChanged 15 SP:Iteration 32Q (4720.683313 sec): 3 clusters Score: Raw -1065031.473594 + Penalty 2921.812507 = -1062109.661087 nChanged 17 SP:Iteration 33Q (4720.714239 sec): 3 clusters Score: Raw -1065033.716753 + Penalty 2921.812507 = -1062111.904246 nChanged 12 SP:Iteration 34Q (4720.743252 sec): 3 clusters Score: Raw -1065036.045350 + Penalty 2921.812507 = -1062114.232842 nChanged 19 SP:Iteration 35Q (4720.772142 sec): 3 clusters Score: Raw -1065038.789615 + Penalty 2921.812507 = -1062116.977108 nChanged 19 SP:Iteration 36Q (4720.800744 sec): 3 clusters Score: Raw -1065042.738714 + Penalty 2921.812507 = -1062120.926207 nChanged 19 SP:Iteration 37Q (4720.838360 sec): 3 clusters Score: Raw -1065046.109505 + Penalty 2921.812507 = -1062124.296998 nChanged 19 SP:Iteration 38Q (4720.879241 sec): 3 clusters Score: Raw -1065050.556776 + Penalty 2921.812507 = -1062128.744269 nChanged 16 SP:Iteration 39Q (4720.924873 sec): 3 clusters Score: Raw -1065052.534090 + Penalty 2921.812507 = -1062130.721582 nChanged 12 SP:Iteration 40F (4720.952234 sec): 3 clusters Score: Raw -1065054.006985 + Penalty 2921.812507 = -1062132.194478 nChanged 12 SP:Iteration 41Q (4721.013501 sec): 3 clusters Score: Raw -1065056.002751 + Penalty 2921.812507 = -1062134.190244 nChanged 10 SP:Iteration 42Q (4721.061130 sec): 3 clusters Score: Raw -1065057.084588 + Penalty 2921.812507 = -1062135.272081 nChanged 8 SP:Iteration 43Q (4721.119717 sec): 3 clusters Score: Raw -1065057.888053 + Penalty 2921.812507 = -1062136.075546 nChanged 7 SP:Iteration 44Q (4721.149990 sec): 3 clusters Score: Raw -1065059.092887 + Penalty 2921.812507 = -1062137.280380 nChanged 7 SP:Iteration 45Q (4721.181012 sec): 3 clusters Score: Raw -1065060.070261 + Penalty 2921.812507 = -1062138.257753 nChanged 8 SP:Iteration 46Q (4721.226219 sec): 3 clusters Score: Raw -1065061.129956 + Penalty 2921.812507 = -1062139.317449 nChanged 8 SP:Iteration 47Q (4721.258270 sec): 3 clusters Score: Raw -1065062.018936 + Penalty 2921.812507 = -1062140.206429 nChanged 8 SP:Iteration 48Q (4721.288369 sec): 3 clusters Score: Raw -1065063.028964 + Penalty 2921.812507 = -1062141.216457 nChanged 11 SP:Iteration 49Q (4721.318072 sec): 3 clusters Score: Raw -1065064.439771 + Penalty 2921.812507 = -1062142.627264 nChanged 11 SP:Iteration 50Q (4721.343021 sec): 3 clusters Score: Raw -1065066.211344 + Penalty 2921.812507 = -1062144.398837 nChanged 13 SP:Iteration 51Q (4721.383361 sec): 3 clusters Score: Raw -1065068.647239 + Penalty 2921.812507 = -1062146.834732 nChanged 17 SP:Iteration 52Q (4721.408431 sec): 3 clusters Score: Raw -1065072.743697 + Penalty 2921.812507 = -1062150.931190 nChanged 19 SP:Iteration 53Q (4721.469856 sec): 3 clusters Score: Raw -1065077.971944 + Penalty 2921.812507 = -1062156.159437 nChanged 21 SP:Iteration 54Q (4721.529580 sec): 3 clusters Score: Raw -1065083.045378 + Penalty 2921.812507 = -1062161.232871 nChanged 26 SP:Iteration 55Q (4721.583210 sec): 3 clusters Score: Raw -1065088.803206 + Penalty 2921.812507 = -1062166.990699 nChanged 26 SP:Iteration 56Q (4721.640378 sec): 3 clusters Score: Raw -1065094.945201 + Penalty 2921.812507 = -1062173.132694 nChanged 23 SP:Iteration 57Q (4721.696377 sec): 3 clusters Score: Raw -1065099.596946 + Penalty 2921.812507 = -1062177.784439 nChanged 21 SP:Iteration 58Q (4721.748993 sec): 3 clusters Score: Raw -1065103.670796 + Penalty 2921.812507 = -1062181.858289 nChanged 31 SP:Iteration 59Q (4721.811421 sec): 3 clusters Score: Raw -1065112.387603 + Penalty 2921.812507 = -1062190.575096 nChanged 38 SP:Iteration 60F (4721.851864 sec): 3 clusters Score: Raw -1065121.181264 + Penalty 2921.812507 = -1062199.368757 nChanged 32 SP:Iteration 61Q (4721.912928 sec): 3 clusters Score: Raw -1065130.170475 + Penalty 2921.812507 = -1062208.357967 nChanged 35 SP:Iteration 62Q (4721.955722 sec): 3 clusters Score: Raw -1065137.818456 + Penalty 2921.812507 = -1062216.005949 nChanged 38 SP:Iteration 63Q (4722.009346 sec): 3 clusters Score: Raw -1065147.898153 + Penalty 2921.812507 = -1062226.085646 nChanged 43 SP:Iteration 64Q (4722.063450 sec): 3 clusters Score: Raw -1065160.049223 + Penalty 2921.812507 = -1062238.236716 nChanged 41 SP:Iteration 65Q (4722.120054 sec): 3 clusters Score: Raw -1065169.378946 + Penalty 2921.812507 = -1062247.566439 nChanged 41 SP:Iteration 66Q (4722.175597 sec): 3 clusters Score: Raw -1065178.814845 + Penalty 2921.812507 = -1062257.002338 nChanged 41 SP:Iteration 67Q (4722.239372 sec): 3 clusters Score: Raw -1065188.772428 + Penalty 2921.812507 = -1062266.959921 nChanged 32 SP:Iteration 68Q (4722.277649 sec): 3 clusters Score: Raw -1065196.664215 + Penalty 2921.812507 = -1062274.851708 nChanged 32 SP:Iteration 69Q (4722.333700 sec): 3 clusters Score: Raw -1065206.503043 + Penalty 2921.812507 = -1062284.690536 nChanged 42 SP:Iteration 70Q (4722.398229 sec): 3 clusters Score: Raw -1065221.231741 + Penalty 2921.812507 = -1062299.419234 nChanged 33 SP:Iteration 71Q (4722.453352 sec): 3 clusters Score: Raw -1065230.344605 + Penalty 2921.812507 = -1062308.532098 nChanged 41 SP:Iteration 72Q (4722.509158 sec): 3 clusters Score: Raw -1065242.027619 + Penalty 2921.812507 = -1062320.215112 nChanged 40 SP:Iteration 73Q (4722.554205 sec): 3 clusters Score: Raw -1065250.897092 + Penalty 2921.812507 = -1062329.084585 nChanged 32 SP:Iteration 74Q (4722.600798 sec): 3 clusters Score: Raw -1065259.402174 + Penalty 2921.812507 = -1062337.589667 nChanged 38 SP:Iteration 75Q (4722.655779 sec): 3 clusters Score: Raw -1065269.920541 + Penalty 2921.812507 = -1062348.108034 nChanged 45 SP:Iteration 76Q (4722.710905 sec): 3 clusters Score: Raw -1065280.684503 + Penalty 2921.812507 = -1062358.871996 nChanged 37 SP:Iteration 77Q (4722.778640 sec): 3 clusters Score: Raw -1065289.205295 + Penalty 2921.812507 = -1062367.392788 nChanged 31 SP:Iteration 78Q (4722.818969 sec): 3 clusters Score: Raw -1065296.068805 + Penalty 2921.812507 = -1062374.256297 nChanged 28 SP:Iteration 79Q (4722.873849 sec): 3 clusters Score: Raw -1065302.528794 + Penalty 2921.812507 = -1062380.716287 nChanged 30 SP:Iteration 80F (4722.930899 sec): 3 clusters Score: Raw -1065308.966864 + Penalty 2921.812507 = -1062387.154357 nChanged 23 SP:Iteration 81Q (4722.983154 sec): 3 clusters Score: Raw -1065313.311690 + Penalty 2921.812507 = -1062391.499183 nChanged 16 SP:Iteration 82Q (4723.047283 sec): 3 clusters Score: Raw -1065315.427038 + Penalty 2921.812507 = -1062393.614531 nChanged 12 SP:Iteration 83Q (4723.085877 sec): 3 clusters Score: Raw -1065317.692470 + Penalty 2921.812507 = -1062395.879963 nChanged 14 SP:Iteration 84Q (4723.137629 sec): 3 clusters Score: Raw -1065320.542350 + Penalty 2921.812507 = -1062398.729843 nChanged 13 SP:Iteration 85Q (4723.193868 sec): 3 clusters Score: Raw -1065322.778615 + Penalty 2921.812507 = -1062400.966108 nChanged 10 SP:Iteration 86Q (4723.253405 sec): 3 clusters Score: Raw -1065324.586077 + Penalty 2921.812507 = -1062402.773570 nChanged 9 SP:Iteration 87Q (4723.301527 sec): 3 clusters Score: Raw -1065326.398321 + Penalty 2921.812507 = -1062404.585814 nChanged 8 SP:Iteration 88Q (4723.344286 sec): 3 clusters Score: Raw -1065327.952338 + Penalty 2921.812507 = -1062406.139831 nChanged 10 SP:Iteration 89Q (4723.392177 sec): 3 clusters Score: Raw -1065330.178228 + Penalty 2921.812507 = -1062408.365721 nChanged 13 SP:Iteration 90Q (4723.441361 sec): 3 clusters Score: Raw -1065332.381497 + Penalty 2921.812507 = -1062410.568989 nChanged 11 SP:Iteration 91Q (4723.488297 sec): 3 clusters Score: Raw -1065335.031880 + Penalty 2921.812507 = -1062413.219373 nChanged 12 SP:Iteration 92Q (4723.537275 sec): 3 clusters Score: Raw -1065337.957993 + Penalty 2921.812507 = -1062416.145486 nChanged 19 SP:Iteration 93Q (4723.593117 sec): 3 clusters Score: Raw -1065342.038129 + Penalty 2921.812507 = -1062420.225622 nChanged 15 SP:Iteration 94Q (4723.641379 sec): 3 clusters Score: Raw -1065345.399409 + Penalty 2921.812507 = -1062423.586901 nChanged 19 SP:Iteration 95Q (4723.694396 sec): 3 clusters Score: Raw -1065349.622767 + Penalty 2921.812507 = -1062427.810260 nChanged 21 SP:Iteration 96Q (4723.734240 sec): 3 clusters Score: Raw -1065353.938753 + Penalty 2921.812507 = -1062432.126246 nChanged 18 SP:Iteration 97Q (4723.781834 sec): 3 clusters Score: Raw -1065358.647519 + Penalty 2921.812507 = -1062436.835012 nChanged 23 SP:Iteration 98Q (4723.842322 sec): 3 clusters Score: Raw -1065363.931511 + Penalty 2921.812507 = -1062442.119004 nChanged 24 SP:Iteration 99Q (4723.880972 sec): 3 clusters Score: Raw -1065367.993165 + Penalty 2921.812507 = -1062446.180658 nChanged 13 SP:Iteration 100F (4723.944155 sec): 3 clusters Score: Raw -1065370.717319 + Penalty 2921.812507 = -1062448.904812 nChanged 16 SP:Iteration 101Q (4723.986686 sec): 3 clusters Score: Raw -1065374.468647 + Penalty 2921.812507 = -1062452.656140 nChanged 17 SP:Iteration 102Q (4724.043844 sec): 3 clusters Score: Raw -1065377.805289 + Penalty 2921.812507 = -1062455.992782 nChanged 14 SP:Iteration 103Q (4724.084006 sec): 3 clusters Score: Raw -1065381.212092 + Penalty 2921.812507 = -1062459.399585 nChanged 15 SP:Iteration 104Q (4724.141655 sec): 3 clusters Score: Raw -1065385.651841 + Penalty 2921.812507 = -1062463.839334 nChanged 17 SP:Iteration 105Q (4724.181569 sec): 3 clusters Score: Raw -1065389.305071 + Penalty 2921.812507 = -1062467.492564 nChanged 17 SP:Iteration 106Q (4724.227698 sec): 3 clusters Score: Raw -1065393.298580 + Penalty 2921.812507 = -1062471.486073 nChanged 18 SP:Iteration 107Q (4724.272815 sec): 3 clusters Score: Raw -1065397.333624 + Penalty 2921.812507 = -1062475.521117 nChanged 14 SP:Iteration 108Q (4724.329615 sec): 3 clusters Score: Raw -1065401.042650 + Penalty 2921.812507 = -1062479.230143 nChanged 19 SP:Iteration 109Q (4724.369057 sec): 3 clusters Score: Raw -1065406.462830 + Penalty 2921.812507 = -1062484.650323 nChanged 16 SP:Iteration 110Q (4724.425307 sec): 3 clusters Score: Raw -1065410.921119 + Penalty 2921.812507 = -1062489.108611 nChanged 16 SP:Iteration 111Q (4724.464635 sec): 3 clusters Score: Raw -1065415.117119 + Penalty 2921.812507 = -1062493.304612 nChanged 16 SP:Iteration 112Q (4724.513371 sec): 3 clusters Score: Raw -1065418.496035 + Penalty 2921.812507 = -1062496.683528 nChanged 16 SP:Iteration 113Q (4724.561765 sec): 3 clusters Score: Raw -1065422.969943 + Penalty 2921.812507 = -1062501.157436 nChanged 16 SP:Iteration 114Q (4724.618679 sec): 3 clusters Score: Raw -1065427.555457 + Penalty 2921.812507 = -1062505.742950 nChanged 20 SP:Iteration 115Q (4724.658246 sec): 3 clusters Score: Raw -1065432.998379 + Penalty 2921.812507 = -1062511.185872 nChanged 21 SP:Iteration 116Q (4724.706209 sec): 3 clusters Score: Raw -1065437.669482 + Penalty 2921.812507 = -1062515.856975 nChanged 18 SP:Iteration 117Q (4724.767457 sec): 3 clusters Score: Raw -1065441.645847 + Penalty 2921.812507 = -1062519.833340 nChanged 23 SP:Iteration 118Q (4724.816785 sec): 3 clusters Score: Raw -1065447.423746 + Penalty 2921.812507 = -1062525.611239 nChanged 21 SP:Iteration 119Q (4724.856664 sec): 3 clusters Score: Raw -1065452.505565 + Penalty 2921.812507 = -1062530.693058 nChanged 12 SP:Iteration 120F (4724.911577 sec): 3 clusters Score: Raw -1065455.323923 + Penalty 2921.812507 = -1062533.511416 nChanged 6 SP:Iteration 121Q (4724.961152 sec): 3 clusters Score: Raw -1065456.697427 + Penalty 2921.812507 = -1062534.884920 nChanged 7 SP:Iteration 122Q (4725.005721 sec): 3 clusters Score: Raw -1065458.005736 + Penalty 2921.812507 = -1062536.193229 nChanged 6 SP:Iteration 123Q (4725.062636 sec): 3 clusters Score: Raw -1065459.786650 + Penalty 2921.812507 = -1062537.974143 nChanged 9 SP:Iteration 124Q (4725.102203 sec): 3 clusters Score: Raw -1065461.460735 + Penalty 2921.812507 = -1062539.648228 nChanged 5 SP:Iteration 125Q (4725.160558 sec): 3 clusters Score: Raw -1065461.964432 + Penalty 2921.812507 = -1062540.151925 nChanged 5 SP:Iteration 126Q (4725.208436 sec): 3 clusters Score: Raw -1065462.846514 + Penalty 2921.812507 = -1062541.034007 nChanged 5 SP:Iteration 127Q (4725.256134 sec): 3 clusters Score: Raw -1065463.607862 + Penalty 2921.812507 = -1062541.795355 nChanged 3 SP:Iteration 128Q (4725.301460 sec): 3 clusters Score: Raw -1065463.996283 + Penalty 2921.812507 = -1062542.183776 nChanged 1 SP:Iteration 129Q (4725.340878 sec): 3 clusters Score: Raw -1065464.523038 + Penalty 2921.812507 = -1062542.710531 nChanged 2 SP:Iteration 130Q (4725.391289 sec): 3 clusters Score: Raw -1065464.798873 + Penalty 2921.812507 = -1062542.986366 nChanged 1 SP:Iteration 131Q (4725.445564 sec): 3 clusters Score: Raw -1065464.891558 + Penalty 2921.812507 = -1062543.079051 nChanged 0 SP:Iteration 132F (4725.511385 sec): 3 clusters Score: Raw -1065464.891558 + Penalty 2921.812507 = -1062543.079051 nChanged 0 Trying to split cluster 15 (66202 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4725.603862 sec): 2 clusters Score: Raw -8596445.244378 + Penalty 1803.825717 = -8594641.418660 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4725.739961 sec): 3 clusters Score: Raw -8554023.687185 + Penalty 3607.651435 = -8550416.035750 nChanged 31407 SP:Iteration 1F (4725.871954 sec): 3 clusters Score: Raw -8573049.983187 + Penalty 3607.651435 = -8569442.331752 nChanged 3836 SP:Iteration 2F (4726.008743 sec): 3 clusters Score: Raw -8574922.015533 + Penalty 3607.651435 = -8571314.364098 nChanged 4300 SP:Iteration 3F (4726.120216 sec): 3 clusters Score: Raw -8577410.037776 + Penalty 3607.651435 = -8573802.386341 nChanged 4757 SP:Iteration 4F (4726.230629 sec): 3 clusters Score: Raw -8580610.848043 + Penalty 3607.651435 = -8577003.196609 nChanged 4783 SP:Iteration 5F (4726.341635 sec): 3 clusters Score: Raw -8584389.016830 + Penalty 3607.651435 = -8580781.365395 nChanged 4220 SP:Iteration 6F (4726.453453 sec): 3 clusters Score: Raw -8588038.338944 + Penalty 3607.651435 = -8584430.687509 nChanged 3253 SP:Iteration 7Q (4726.568746 sec): 3 clusters Score: Raw -8590964.116386 + Penalty 3607.651435 = -8587356.464951 nChanged 2266 SP:Iteration 8Q (4726.686683 sec): 3 clusters Score: Raw -8592770.575011 + Penalty 3607.651435 = -8589162.923577 nChanged 1615 SP:Iteration 9Q (4726.798534 sec): 3 clusters Score: Raw -8593862.446059 + Penalty 3607.651435 = -8590254.794624 nChanged 1188 SP:Iteration 10Q (4726.912512 sec): 3 clusters Score: Raw -8594543.078902 + Penalty 3607.651435 = -8590935.427467 nChanged 925 SP:Iteration 11Q (4727.029304 sec): 3 clusters Score: Raw -8595046.631759 + Penalty 3607.651435 = -8591438.980324 nChanged 801 SP:Iteration 12Q (4727.134267 sec): 3 clusters Score: Raw -8595460.423230 + Penalty 3607.651435 = -8591852.771796 nChanged 647 SP:Iteration 13Q (4727.235107 sec): 3 clusters Score: Raw -8595758.677974 + Penalty 3607.651435 = -8592151.026540 nChanged 540 SP:Iteration 14Q (4727.340181 sec): 3 clusters Score: Raw -8596003.457930 + Penalty 3607.651435 = -8592395.806495 nChanged 456 SP:Iteration 15Q (4727.441991 sec): 3 clusters Score: Raw -8596209.316040 + Penalty 3607.651435 = -8592601.664605 nChanged 387 SP:Iteration 16Q (4727.538201 sec): 3 clusters Score: Raw -8596395.219125 + Penalty 3607.651435 = -8592787.567690 nChanged 286 SP:Iteration 17Q (4727.655532 sec): 3 clusters Score: Raw -8596517.423512 + Penalty 3607.651435 = -8592909.772077 nChanged 224 SP:Iteration 18Q (4727.764836 sec): 3 clusters Score: Raw -8596612.273044 + Penalty 3607.651435 = -8593004.621609 nChanged 170 SP:Iteration 19Q (4727.892986 sec): 3 clusters Score: Raw -8596680.091027 + Penalty 3607.651435 = -8593072.439592 nChanged 130 SP:Iteration 20F (4728.038718 sec): 3 clusters Score: Raw -8596731.721862 + Penalty 3607.651435 = -8593124.070428 nChanged 99 SP:Iteration 21Q (4728.158716 sec): 3 clusters Score: Raw -8596767.611270 + Penalty 3607.651435 = -8593159.959835 nChanged 79 SP:Iteration 22Q (4728.272645 sec): 3 clusters Score: Raw -8596791.122909 + Penalty 3607.651435 = -8593183.471475 nChanged 55 SP:Iteration 23Q (4728.391302 sec): 3 clusters Score: Raw -8596809.398718 + Penalty 3607.651435 = -8593201.747283 nChanged 53 SP:Iteration 24Q (4728.513844 sec): 3 clusters Score: Raw -8596828.347396 + Penalty 3607.651435 = -8593220.695961 nChanged 45 SP:Iteration 25Q (4728.634517 sec): 3 clusters Score: Raw -8596846.767944 + Penalty 3607.651435 = -8593239.116510 nChanged 55 SP:Iteration 26Q (4728.752980 sec): 3 clusters Score: Raw -8596865.392577 + Penalty 3607.651435 = -8593257.741142 nChanged 36 SP:Iteration 27Q (4728.881060 sec): 3 clusters Score: Raw -8596877.015016 + Penalty 3607.651435 = -8593269.363581 nChanged 36 SP:Iteration 28Q (4729.000251 sec): 3 clusters Score: Raw -8596893.287658 + Penalty 3607.651435 = -8593285.636224 nChanged 44 SP:Iteration 29Q (4729.126867 sec): 3 clusters Score: Raw -8596909.762078 + Penalty 3607.651435 = -8593302.110644 nChanged 32 SP:Iteration 30Q (4729.253706 sec): 3 clusters Score: Raw -8596922.567110 + Penalty 3607.651435 = -8593314.915675 nChanged 33 SP:Iteration 31Q (4729.378606 sec): 3 clusters Score: Raw -8596932.154979 + Penalty 3607.651435 = -8593324.503544 nChanged 28 SP:Iteration 32Q (4729.504976 sec): 3 clusters Score: Raw -8596944.096628 + Penalty 3607.651435 = -8593336.445194 nChanged 31 SP:Iteration 33Q (4729.631545 sec): 3 clusters Score: Raw -8596955.147845 + Penalty 3607.651435 = -8593347.496411 nChanged 24 SP:Iteration 34Q (4729.756870 sec): 3 clusters Score: Raw -8596962.426749 + Penalty 3607.651435 = -8593354.775314 nChanged 19 SP:Iteration 35Q (4729.874435 sec): 3 clusters Score: Raw -8596968.394778 + Penalty 3607.651435 = -8593360.743343 nChanged 16 SP:Iteration 36Q (4729.996941 sec): 3 clusters Score: Raw -8596971.512228 + Penalty 3607.651435 = -8593363.860793 nChanged 10 SP:Iteration 37Q (4730.123947 sec): 3 clusters Score: Raw -8596973.220018 + Penalty 3607.651435 = -8593365.568583 nChanged 6 SP:Iteration 38Q (4730.250763 sec): 3 clusters Score: Raw -8596975.197499 + Penalty 3607.651435 = -8593367.546064 nChanged 6 SP:Iteration 39Q (4730.376857 sec): 3 clusters Score: Raw -8596977.123346 + Penalty 3607.651435 = -8593369.471911 nChanged 3 SP:Iteration 40F (4730.499750 sec): 3 clusters Score: Raw -8596978.355969 + Penalty 3607.651435 = -8593370.704534 nChanged 3 SP:Iteration 41Q (4730.626224 sec): 3 clusters Score: Raw -8596979.664164 + Penalty 3607.651435 = -8593372.012729 nChanged 2 SP:Iteration 42Q (4730.748970 sec): 3 clusters Score: Raw -8596979.874174 + Penalty 3607.651435 = -8593372.222739 nChanged 2 SP:Iteration 43Q (4730.874201 sec): 3 clusters Score: Raw -8596980.264166 + Penalty 3607.651435 = -8593372.612731 nChanged 1 SP:Iteration 44Q (4730.993219 sec): 3 clusters Score: Raw -8596980.345597 + Penalty 3607.651435 = -8593372.694163 nChanged 0 SP:Iteration 45F (4731.139660 sec): 3 clusters Score: Raw -8596980.345597 + Penalty 3607.651435 = -8593372.694163 nChanged 0 Trying to split cluster 16 (34769 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4731.195656 sec): 2 clusters Score: Raw -4293143.676778 + Penalty 1699.178238 = -4291444.498540 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4731.302318 sec): 3 clusters Score: Raw -4271634.930171 + Penalty 3398.356476 = -4268236.573695 nChanged 16101 SP:Iteration 1F (4731.403989 sec): 3 clusters Score: Raw -4280843.709502 + Penalty 3398.356476 = -4277445.353026 nChanged 1766 SP:Iteration 2F (4731.503950 sec): 3 clusters Score: Raw -4281530.773958 + Penalty 3398.356476 = -4278132.417482 nChanged 1905 SP:Iteration 3F (4731.594733 sec): 3 clusters Score: Raw -4282374.078811 + Penalty 3398.356476 = -4278975.722335 nChanged 1990 SP:Iteration 4F (4731.695514 sec): 3 clusters Score: Raw -4283434.731134 + Penalty 3398.356476 = -4280036.374658 nChanged 2150 SP:Iteration 5F (4731.801767 sec): 3 clusters Score: Raw -4284705.275925 + Penalty 3398.356476 = -4281306.919449 nChanged 2280 SP:Iteration 6F (4731.898133 sec): 3 clusters Score: Raw -4286255.107408 + Penalty 3398.356476 = -4282856.750932 nChanged 2295 SP:Iteration 7F (4731.975376 sec): 3 clusters Score: Raw -4288000.397234 + Penalty 3398.356476 = -4284602.040758 nChanged 2126 SP:Iteration 8F (4732.039833 sec): 3 clusters Score: Raw -4289840.046524 + Penalty 3398.356476 = -4286441.690048 nChanged 1725 SP:Iteration 9Q (4732.111771 sec): 3 clusters Score: Raw -4291389.700302 + Penalty 3398.356476 = -4287991.343827 nChanged 1102 SP:Iteration 10Q (4732.175727 sec): 3 clusters Score: Raw -4292370.841224 + Penalty 3398.356476 = -4288972.484749 nChanged 615 SP:Iteration 11Q (4732.254573 sec): 3 clusters Score: Raw -4292917.317772 + Penalty 3398.356476 = -4289518.961296 nChanged 297 SP:Iteration 12Q (4732.318354 sec): 3 clusters Score: Raw -4293196.334299 + Penalty 3398.356476 = -4289797.977824 nChanged 141 SP:Iteration 13Q (4732.374338 sec): 3 clusters Score: Raw -4293346.536990 + Penalty 3398.356476 = -4289948.180514 nChanged 87 SP:Iteration 14Q (4732.430596 sec): 3 clusters Score: Raw -4293432.371306 + Penalty 3398.356476 = -4290034.014830 nChanged 75 SP:Iteration 15Q (4732.484820 sec): 3 clusters Score: Raw -4293500.240707 + Penalty 3398.356476 = -4290101.884232 nChanged 48 SP:Iteration 16Q (4732.542554 sec): 3 clusters Score: Raw -4293530.606816 + Penalty 3398.356476 = -4290132.250340 nChanged 33 SP:Iteration 17Q (4732.600556 sec): 3 clusters Score: Raw -4293562.029180 + Penalty 3398.356476 = -4290163.672704 nChanged 29 SP:Iteration 18Q (4732.653709 sec): 3 clusters Score: Raw -4293584.395687 + Penalty 3398.356476 = -4290186.039212 nChanged 24 SP:Iteration 19Q (4732.733822 sec): 3 clusters Score: Raw -4293600.461843 + Penalty 3398.356476 = -4290202.105368 nChanged 18 SP:Iteration 20F (4732.802027 sec): 3 clusters Score: Raw -4293610.173891 + Penalty 3398.356476 = -4290211.817415 nChanged 5 SP:Iteration 21Q (4732.876181 sec): 3 clusters Score: Raw -4293613.140714 + Penalty 3398.356476 = -4290214.784238 nChanged 1 SP:Iteration 22Q (4732.934681 sec): 3 clusters Score: Raw -4293613.257030 + Penalty 3398.356476 = -4290214.900555 nChanged 0 SP:Iteration 23F (4733.000090 sec): 3 clusters Score: Raw -4293613.257030 + Penalty 3398.356476 = -4290214.900555 nChanged 0 Trying to split cluster 17 (5162 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4733.026393 sec): 2 clusters Score: Raw -659550.270398 + Penalty 1389.225399 = -658161.044999 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4733.094495 sec): 3 clusters Score: Raw -656864.356642 + Penalty 2778.450799 = -654085.905843 nChanged 2023 SP:Iteration 1F (4733.108907 sec): 3 clusters Score: Raw -657983.137782 + Penalty 2778.450799 = -655204.686983 nChanged 336 SP:Iteration 2F (4733.134785 sec): 3 clusters Score: Raw -658164.048413 + Penalty 2778.450799 = -655385.597614 nChanged 290 SP:Iteration 3F (4733.155677 sec): 3 clusters Score: Raw -658299.779107 + Penalty 2778.450799 = -655521.328309 nChanged 228 SP:Iteration 4Q (4733.183313 sec): 3 clusters Score: Raw -658410.636873 + Penalty 2778.450799 = -655632.186074 nChanged 194 SP:Iteration 5Q (4733.204374 sec): 3 clusters Score: Raw -658512.535791 + Penalty 2778.450799 = -655734.084992 nChanged 206 SP:Iteration 6Q (4733.232187 sec): 3 clusters Score: Raw -658623.608867 + Penalty 2778.450799 = -655845.158069 nChanged 193 SP:Iteration 7Q (4733.253209 sec): 3 clusters Score: Raw -658743.820579 + Penalty 2778.450799 = -655965.369780 nChanged 195 SP:Iteration 8Q (4733.274276 sec): 3 clusters Score: Raw -658855.738088 + Penalty 2778.450799 = -656077.287289 nChanged 166 SP:Iteration 9Q (4733.295889 sec): 3 clusters Score: Raw -658947.199413 + Penalty 2778.450799 = -656168.748614 nChanged 167 SP:Iteration 10Q (4733.317566 sec): 3 clusters Score: Raw -659044.143727 + Penalty 2778.450799 = -656265.692928 nChanged 172 SP:Iteration 11Q (4733.339137 sec): 3 clusters Score: Raw -659155.936336 + Penalty 2778.450799 = -656377.485538 nChanged 171 SP:Iteration 12Q (4733.382776 sec): 3 clusters Score: Raw -659268.090582 + Penalty 2778.450799 = -656489.639784 nChanged 177 SP:Iteration 13Q (4733.403609 sec): 3 clusters Score: Raw -659421.049916 + Penalty 2778.450799 = -656642.599118 nChanged 210 SP:Iteration 14Q (4733.430678 sec): 3 clusters Score: Raw -659641.329425 + Penalty 2778.450799 = -656862.878626 nChanged 225 SP:Iteration 15Q (4733.451452 sec): 3 clusters Score: Raw -659943.755120 + Penalty 2778.450799 = -657165.304322 nChanged 241 SP:Iteration 16Q (4733.476711 sec): 3 clusters Score: Raw -660221.602913 + Penalty 2778.450799 = -657443.152114 nChanged 168 SP:Iteration 17Q (4733.497270 sec): 3 clusters Score: Raw -660337.023225 + Penalty 2778.450799 = -657558.572426 nChanged 119 SP:Iteration 18Q (4733.517497 sec): 3 clusters Score: Raw -660406.410286 + Penalty 2778.450799 = -657627.959487 nChanged 89 SP:Iteration 19Q (4733.544272 sec): 3 clusters Score: Raw -660450.123074 + Penalty 2778.450799 = -657671.672276 nChanged 64 SP:Iteration 20F (4733.565259 sec): 3 clusters Score: Raw -660476.478326 + Penalty 2778.450799 = -657698.027527 nChanged 46 SP:Iteration 21Q (4733.590683 sec): 3 clusters Score: Raw -660496.372775 + Penalty 2778.450799 = -657717.921976 nChanged 38 SP:Iteration 22Q (4733.611112 sec): 3 clusters Score: Raw -660514.262503 + Penalty 2778.450799 = -657735.811705 nChanged 23 SP:Iteration 23Q (4733.631342 sec): 3 clusters Score: Raw -660522.871122 + Penalty 2778.450799 = -657744.420323 nChanged 19 SP:Iteration 24Q (4733.658067 sec): 3 clusters Score: Raw -660528.230076 + Penalty 2778.450799 = -657749.779277 nChanged 10 SP:Iteration 25Q (4733.678166 sec): 3 clusters Score: Raw -660529.785168 + Penalty 2778.450799 = -657751.334369 nChanged 4 SP:Iteration 26Q (4733.704484 sec): 3 clusters Score: Raw -660530.647878 + Penalty 2778.450799 = -657752.197080 nChanged 9 SP:Iteration 27Q (4733.725002 sec): 3 clusters Score: Raw -660533.123651 + Penalty 2778.450799 = -657754.672853 nChanged 6 SP:Iteration 28Q (4733.745251 sec): 3 clusters Score: Raw -660534.861052 + Penalty 2778.450799 = -657756.410254 nChanged 5 SP:Iteration 29Q (4733.772534 sec): 3 clusters Score: Raw -660536.424682 + Penalty 2778.450799 = -657757.973883 nChanged 4 SP:Iteration 30Q (4733.792797 sec): 3 clusters Score: Raw -660537.790915 + Penalty 2778.450799 = -657759.340116 nChanged 5 SP:Iteration 31Q (4733.818463 sec): 3 clusters Score: Raw -660539.193712 + Penalty 2778.450799 = -657760.742913 nChanged 5 SP:Iteration 32Q (4733.838749 sec): 3 clusters Score: Raw -660540.175154 + Penalty 2778.450799 = -657761.724356 nChanged 8 SP:Iteration 33Q (4733.858937 sec): 3 clusters Score: Raw -660542.231753 + Penalty 2778.450799 = -657763.780955 nChanged 8 SP:Iteration 34Q (4733.885233 sec): 3 clusters Score: Raw -660544.776776 + Penalty 2778.450799 = -657766.325978 nChanged 11 SP:Iteration 35Q (4733.905646 sec): 3 clusters Score: Raw -660547.680745 + Penalty 2778.450799 = -657769.229946 nChanged 6 SP:Iteration 36Q (4733.931781 sec): 3 clusters Score: Raw -660549.180534 + Penalty 2778.450799 = -657770.729735 nChanged 4 SP:Iteration 37Q (4733.952276 sec): 3 clusters Score: Raw -660550.224239 + Penalty 2778.450799 = -657771.773440 nChanged 5 SP:Iteration 38Q (4733.972623 sec): 3 clusters Score: Raw -660551.527097 + Penalty 2778.450799 = -657773.076298 nChanged 4 SP:Iteration 39Q (4733.992952 sec): 3 clusters Score: Raw -660552.602421 + Penalty 2778.450799 = -657774.151622 nChanged 8 SP:Iteration 40F (4734.014394 sec): 3 clusters Score: Raw -660555.323326 + Penalty 2778.450799 = -657776.872528 nChanged 10 SP:Iteration 41Q (4734.066435 sec): 3 clusters Score: Raw -660559.432729 + Penalty 2778.450799 = -657780.981930 nChanged 7 SP:Iteration 42Q (4734.092288 sec): 3 clusters Score: Raw -660561.638794 + Penalty 2778.450799 = -657783.187996 nChanged 10 SP:Iteration 43Q (4734.118450 sec): 3 clusters Score: Raw -660564.442661 + Penalty 2778.450799 = -657785.991862 nChanged 9 SP:Iteration 44Q (4734.145959 sec): 3 clusters Score: Raw -660567.280817 + Penalty 2778.450799 = -657788.830018 nChanged 10 SP:Iteration 45Q (4734.193089 sec): 3 clusters Score: Raw -660570.175868 + Penalty 2778.450799 = -657791.725070 nChanged 6 SP:Iteration 46Q (4734.238004 sec): 3 clusters Score: Raw -660571.736202 + Penalty 2778.450799 = -657793.285404 nChanged 1 SP:Iteration 47Q (4734.258461 sec): 3 clusters Score: Raw -660571.984475 + Penalty 2778.450799 = -657793.533676 nChanged 2 SP:Iteration 48Q (4734.278759 sec): 3 clusters Score: Raw -660572.356157 + Penalty 2778.450799 = -657793.905358 nChanged 1 SP:Iteration 49Q (4734.298992 sec): 3 clusters Score: Raw -660572.426601 + Penalty 2778.450799 = -657793.975802 nChanged 0 SP:Iteration 50F (4734.320988 sec): 3 clusters Score: Raw -660572.426601 + Penalty 2778.450799 = -657793.975802 nChanged 0 Trying to split cluster 18 (400 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4734.334208 sec): 2 clusters Score: Raw -42971.428564 + Penalty 973.612989 = -41997.815575 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4734.336996 sec): 3 clusters Score: Raw -43075.372023 + Penalty 1947.225978 = -41128.146045 nChanged 88 SP:Iteration 1F (4734.339527 sec): 3 clusters Score: Raw -43232.154331 + Penalty 1947.225978 = -41284.928354 nChanged 21 SP:Iteration 2F (4734.342074 sec): 3 clusters Score: Raw -43304.238135 + Penalty 1947.225978 = -41357.012157 nChanged 14 SP:Iteration 3Q (4734.351600 sec): 3 clusters Score: Raw -43383.054541 + Penalty 1947.225978 = -41435.828564 nChanged 19 SP:Iteration 4Q (4734.354094 sec): 3 clusters Score: Raw -43424.718526 + Penalty 1947.225978 = -41477.492548 nChanged 10 SP:Iteration 5Q (4734.356573 sec): 3 clusters Score: Raw -43438.298665 + Penalty 1947.225978 = -41491.072688 nChanged 6 SP:Iteration 6Q (4734.358975 sec): 3 clusters Score: Raw -43448.167885 + Penalty 1947.225978 = -41500.941908 nChanged 3 SP:Iteration 7Q (4734.368932 sec): 3 clusters Score: Raw -43453.085409 + Penalty 1947.225978 = -41505.859432 nChanged 2 SP:Iteration 8Q (4734.371457 sec): 3 clusters Score: Raw -43456.369509 + Penalty 1947.225978 = -41509.143531 nChanged 2 SP:Iteration 9Q (4734.373945 sec): 3 clusters Score: Raw -43459.135208 + Penalty 1947.225978 = -41511.909231 nChanged 7 SP:Iteration 10Q (4734.376407 sec): 3 clusters Score: Raw -43465.928233 + Penalty 1947.225978 = -41518.702255 nChanged 8 SP:Iteration 11Q (4734.378885 sec): 3 clusters Score: Raw -43473.577902 + Penalty 1947.225978 = -41526.351925 nChanged 2 SP:Iteration 12Q (4734.387202 sec): 3 clusters Score: Raw -43477.566467 + Penalty 1947.225978 = -41530.340489 nChanged 5 SP:Iteration 13Q (4734.389676 sec): 3 clusters Score: Raw -43491.155860 + Penalty 1947.225978 = -41543.929882 nChanged 8 SP:Iteration 14Q (4734.392144 sec): 3 clusters Score: Raw -43501.477785 + Penalty 1947.225978 = -41554.251807 nChanged 5 SP:Iteration 15Q (4734.394588 sec): 3 clusters Score: Raw -43507.836683 + Penalty 1947.225978 = -41560.610705 nChanged 5 SP:Iteration 16Q (4734.404414 sec): 3 clusters Score: Raw -43520.767149 + Penalty 1947.225978 = -41573.541171 nChanged 9 SP:Iteration 17Q (4734.406904 sec): 3 clusters Score: Raw -43570.617457 + Penalty 1947.225978 = -41623.391479 nChanged 8 SP:Iteration 18Q (4734.409392 sec): 3 clusters Score: Raw -43591.296456 + Penalty 1947.225978 = -41644.070478 nChanged 6 SP:Iteration 19Q (4734.411839 sec): 3 clusters Score: Raw -43612.043014 + Penalty 1947.225978 = -41664.817037 nChanged 5 SP:Iteration 20F (4734.414403 sec): 3 clusters Score: Raw -43628.930667 + Penalty 1947.225978 = -41681.704689 nChanged 3 SP:Iteration 21Q (4734.422144 sec): 3 clusters Score: Raw -43706.109426 + Penalty 1947.225978 = -41758.883449 nChanged 7 SP:Iteration 22Q (4734.424587 sec): 3 clusters Score: Raw -43720.433815 + Penalty 1947.225978 = -41773.207838 nChanged 2 SP:Iteration 23Q (4734.427028 sec): 3 clusters Score: Raw -43725.043096 + Penalty 1947.225978 = -41777.817118 nChanged 0 SP:Iteration 24F (4734.429545 sec): 3 clusters Score: Raw -43725.043096 + Penalty 1947.225978 = -41777.817118 nChanged 0 Trying to split cluster 19 (16440 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4734.466695 sec): 2 clusters Score: Raw -2063111.896512 + Penalty 1577.464309 = -2061534.432204 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4734.506217 sec): 3 clusters Score: Raw -2053331.689583 + Penalty 3154.928617 = -2050176.760965 nChanged 7411 SP:Iteration 1F (4734.545924 sec): 3 clusters Score: Raw -2057504.647978 + Penalty 3154.928617 = -2054349.719361 nChanged 995 SP:Iteration 2F (4734.586389 sec): 3 clusters Score: Raw -2058096.806945 + Penalty 3154.928617 = -2054941.878328 nChanged 1102 SP:Iteration 3F (4734.623095 sec): 3 clusters Score: Raw -2058839.279041 + Penalty 3154.928617 = -2055684.350423 nChanged 1154 SP:Iteration 4F (4734.690744 sec): 3 clusters Score: Raw -2059632.135282 + Penalty 3154.928617 = -2056477.206664 nChanged 1171 SP:Iteration 5F (4734.759884 sec): 3 clusters Score: Raw -2060408.023796 + Penalty 3154.928617 = -2057253.095179 nChanged 1044 SP:Iteration 6F (4734.831031 sec): 3 clusters Score: Raw -2061049.522501 + Penalty 3154.928617 = -2057894.593884 nChanged 896 SP:Iteration 7F (4734.906726 sec): 3 clusters Score: Raw -2061565.387947 + Penalty 3154.928617 = -2058410.459330 nChanged 708 SP:Iteration 8Q (4734.963761 sec): 3 clusters Score: Raw -2061985.066193 + Penalty 3154.928617 = -2058830.137576 nChanged 582 SP:Iteration 9Q (4735.030178 sec): 3 clusters Score: Raw -2062331.411869 + Penalty 3154.928617 = -2059176.483252 nChanged 443 SP:Iteration 10Q (4735.105945 sec): 3 clusters Score: Raw -2062614.084630 + Penalty 3154.928617 = -2059459.156013 nChanged 396 SP:Iteration 11Q (4735.161766 sec): 3 clusters Score: Raw -2062866.364219 + Penalty 3154.928617 = -2059711.435602 nChanged 337 SP:Iteration 12Q (4735.227822 sec): 3 clusters Score: Raw -2063053.294607 + Penalty 3154.928617 = -2059898.365990 nChanged 303 SP:Iteration 13Q (4735.297782 sec): 3 clusters Score: Raw -2063210.312352 + Penalty 3154.928617 = -2060055.383735 nChanged 277 SP:Iteration 14Q (4735.369628 sec): 3 clusters Score: Raw -2063341.790240 + Penalty 3154.928617 = -2060186.861623 nChanged 235 SP:Iteration 15Q (4735.442662 sec): 3 clusters Score: Raw -2063455.203286 + Penalty 3154.928617 = -2060300.274669 nChanged 200 SP:Iteration 16Q (4735.526233 sec): 3 clusters Score: Raw -2063539.046610 + Penalty 3154.928617 = -2060384.117993 nChanged 167 SP:Iteration 17Q (4735.583761 sec): 3 clusters Score: Raw -2063601.314307 + Penalty 3154.928617 = -2060446.385690 nChanged 132 SP:Iteration 18Q (4735.644541 sec): 3 clusters Score: Raw -2063644.303822 + Penalty 3154.928617 = -2060489.375204 nChanged 113 SP:Iteration 19Q (4735.705773 sec): 3 clusters Score: Raw -2063677.757789 + Penalty 3154.928617 = -2060522.829172 nChanged 90 SP:Iteration 20F (4735.779855 sec): 3 clusters Score: Raw -2063702.579856 + Penalty 3154.928617 = -2060547.651239 nChanged 83 SP:Iteration 21Q (4735.845971 sec): 3 clusters Score: Raw -2063723.030762 + Penalty 3154.928617 = -2060568.102145 nChanged 64 SP:Iteration 22Q (4735.916647 sec): 3 clusters Score: Raw -2063739.722858 + Penalty 3154.928617 = -2060584.794240 nChanged 61 SP:Iteration 23Q (4735.987136 sec): 3 clusters Score: Raw -2063754.634042 + Penalty 3154.928617 = -2060599.705425 nChanged 49 SP:Iteration 24Q (4736.057703 sec): 3 clusters Score: Raw -2063767.275341 + Penalty 3154.928617 = -2060612.346723 nChanged 37 SP:Iteration 25Q (4736.128566 sec): 3 clusters Score: Raw -2063775.833690 + Penalty 3154.928617 = -2060620.905073 nChanged 35 SP:Iteration 26Q (4736.198108 sec): 3 clusters Score: Raw -2063783.550817 + Penalty 3154.928617 = -2060628.622199 nChanged 24 SP:Iteration 27Q (4736.268463 sec): 3 clusters Score: Raw -2063789.465254 + Penalty 3154.928617 = -2060634.536637 nChanged 29 SP:Iteration 28Q (4736.335997 sec): 3 clusters Score: Raw -2063795.815708 + Penalty 3154.928617 = -2060640.887091 nChanged 25 SP:Iteration 29Q (4736.399812 sec): 3 clusters Score: Raw -2063800.069470 + Penalty 3154.928617 = -2060645.140853 nChanged 22 SP:Iteration 30Q (4736.463653 sec): 3 clusters Score: Raw -2063803.692340 + Penalty 3154.928617 = -2060648.763723 nChanged 16 SP:Iteration 31Q (4736.527859 sec): 3 clusters Score: Raw -2063806.086364 + Penalty 3154.928617 = -2060651.157746 nChanged 15 SP:Iteration 32Q (4736.591767 sec): 3 clusters Score: Raw -2063807.684447 + Penalty 3154.928617 = -2060652.755830 nChanged 9 SP:Iteration 33Q (4736.655658 sec): 3 clusters Score: Raw -2063808.672704 + Penalty 3154.928617 = -2060653.744087 nChanged 8 SP:Iteration 34Q (4736.719931 sec): 3 clusters Score: Raw -2063809.781080 + Penalty 3154.928617 = -2060654.852462 nChanged 9 SP:Iteration 35Q (4736.783980 sec): 3 clusters Score: Raw -2063810.936565 + Penalty 3154.928617 = -2060656.007948 nChanged 12 SP:Iteration 36Q (4736.853537 sec): 3 clusters Score: Raw -2063811.927601 + Penalty 3154.928617 = -2060656.998983 nChanged 7 SP:Iteration 37Q (4736.923791 sec): 3 clusters Score: Raw -2063812.795553 + Penalty 3154.928617 = -2060657.866936 nChanged 7 SP:Iteration 38Q (4736.993108 sec): 3 clusters Score: Raw -2063813.553863 + Penalty 3154.928617 = -2060658.625246 nChanged 6 SP:Iteration 39Q (4737.064030 sec): 3 clusters Score: Raw -2063814.261046 + Penalty 3154.928617 = -2060659.332429 nChanged 7 SP:Iteration 40F (4737.132305 sec): 3 clusters Score: Raw -2063814.844009 + Penalty 3154.928617 = -2060659.915392 nChanged 6 SP:Iteration 41Q (4737.202246 sec): 3 clusters Score: Raw -2063815.689107 + Penalty 3154.928617 = -2060660.760490 nChanged 5 SP:Iteration 42Q (4737.272652 sec): 3 clusters Score: Raw -2063816.127863 + Penalty 3154.928617 = -2060661.199245 nChanged 3 SP:Iteration 43Q (4737.352765 sec): 3 clusters Score: Raw -2063816.382241 + Penalty 3154.928617 = -2060661.453624 nChanged 2 SP:Iteration 44Q (4737.411683 sec): 3 clusters Score: Raw -2063816.575130 + Penalty 3154.928617 = -2060661.646513 nChanged 5 SP:Iteration 45Q (4737.481086 sec): 3 clusters Score: Raw -2063817.457784 + Penalty 3154.928617 = -2060662.529167 nChanged 6 SP:Iteration 46Q (4737.540130 sec): 3 clusters Score: Raw -2063818.258835 + Penalty 3154.928617 = -2060663.330217 nChanged 9 SP:Iteration 47Q (4737.604077 sec): 3 clusters Score: Raw -2063819.585758 + Penalty 3154.928617 = -2060664.657141 nChanged 7 SP:Iteration 48Q (4737.668303 sec): 3 clusters Score: Raw -2063820.634577 + Penalty 3154.928617 = -2060665.705960 nChanged 5 SP:Iteration 49Q (4737.732690 sec): 3 clusters Score: Raw -2063821.386385 + Penalty 3154.928617 = -2060666.457768 nChanged 5 SP:Iteration 50Q (4737.796992 sec): 3 clusters Score: Raw -2063821.781618 + Penalty 3154.928617 = -2060666.853001 nChanged 3 SP:Iteration 51Q (4737.861153 sec): 3 clusters Score: Raw -2063822.322108 + Penalty 3154.928617 = -2060667.393491 nChanged 3 SP:Iteration 52Q (4737.918520 sec): 3 clusters Score: Raw -2063822.768609 + Penalty 3154.928617 = -2060667.839992 nChanged 2 SP:Iteration 53Q (4737.983161 sec): 3 clusters Score: Raw -2063823.050509 + Penalty 3154.928617 = -2060668.121891 nChanged 4 SP:Iteration 54Q (4738.047810 sec): 3 clusters Score: Raw -2063823.686889 + Penalty 3154.928617 = -2060668.758272 nChanged 4 SP:Iteration 55Q (4738.112270 sec): 3 clusters Score: Raw -2063824.202737 + Penalty 3154.928617 = -2060669.274120 nChanged 5 SP:Iteration 56Q (4738.185399 sec): 3 clusters Score: Raw -2063824.666061 + Penalty 3154.928617 = -2060669.737443 nChanged 6 SP:Iteration 57Q (4738.238866 sec): 3 clusters Score: Raw -2063825.467575 + Penalty 3154.928617 = -2060670.538957 nChanged 5 SP:Iteration 58Q (4738.294559 sec): 3 clusters Score: Raw -2063826.483007 + Penalty 3154.928617 = -2060671.554390 nChanged 6 SP:Iteration 59Q (4738.351559 sec): 3 clusters Score: Raw -2063827.360704 + Penalty 3154.928617 = -2060672.432087 nChanged 6 SP:Iteration 60F (4738.412133 sec): 3 clusters Score: Raw -2063828.474757 + Penalty 3154.928617 = -2060673.546139 nChanged 9 SP:Iteration 61Q (4738.478617 sec): 3 clusters Score: Raw -2063830.035736 + Penalty 3154.928617 = -2060675.107119 nChanged 6 SP:Iteration 62Q (4738.547869 sec): 3 clusters Score: Raw -2063831.107505 + Penalty 3154.928617 = -2060676.178888 nChanged 7 SP:Iteration 63Q (4738.616236 sec): 3 clusters Score: Raw -2063832.198747 + Penalty 3154.928617 = -2060677.270130 nChanged 6 SP:Iteration 64Q (4738.685933 sec): 3 clusters Score: Raw -2063832.767555 + Penalty 3154.928617 = -2060677.838938 nChanged 5 SP:Iteration 65Q (4738.756493 sec): 3 clusters Score: Raw -2063833.304959 + Penalty 3154.928617 = -2060678.376342 nChanged 1 SP:Iteration 66Q (4738.825313 sec): 3 clusters Score: Raw -2063833.373987 + Penalty 3154.928617 = -2060678.445370 nChanged 0 SP:Iteration 67F (4738.891160 sec): 3 clusters Score: Raw -2063833.373987 + Penalty 3154.928617 = -2060678.445370 nChanged 0 Trying to split cluster 20 (13027 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4738.929208 sec): 2 clusters Score: Raw -1500132.524748 + Penalty 1539.651653 = -1498592.873095 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4738.991071 sec): 3 clusters Score: Raw -1492673.332742 + Penalty 3079.303307 = -1489594.029435 nChanged 5771 SP:Iteration 1F (4739.059346 sec): 3 clusters Score: Raw -1495942.913185 + Penalty 3079.303307 = -1492863.609878 nChanged 945 SP:Iteration 2F (4739.127649 sec): 3 clusters Score: Raw -1496495.139288 + Penalty 3079.303307 = -1493415.835982 nChanged 853 SP:Iteration 3F (4739.196357 sec): 3 clusters Score: Raw -1497009.161853 + Penalty 3079.303307 = -1493929.858546 nChanged 848 SP:Iteration 4F (4739.276011 sec): 3 clusters Score: Raw -1497618.027622 + Penalty 3079.303307 = -1494538.724315 nChanged 844 SP:Iteration 5F (4739.330734 sec): 3 clusters Score: Raw -1498268.795580 + Penalty 3079.303307 = -1495189.492273 nChanged 811 SP:Iteration 6F (4739.396981 sec): 3 clusters Score: Raw -1498872.692214 + Penalty 3079.303307 = -1495793.388907 nChanged 732 SP:Iteration 7F (4739.463634 sec): 3 clusters Score: Raw -1499389.419763 + Penalty 3079.303307 = -1496310.116456 nChanged 599 SP:Iteration 8Q (4739.530082 sec): 3 clusters Score: Raw -1499871.161699 + Penalty 3079.303307 = -1496791.858393 nChanged 543 SP:Iteration 9Q (4739.596736 sec): 3 clusters Score: Raw -1500339.318945 + Penalty 3079.303307 = -1497260.015638 nChanged 421 SP:Iteration 10Q (4739.663731 sec): 3 clusters Score: Raw -1500680.666822 + Penalty 3079.303307 = -1497601.363516 nChanged 334 SP:Iteration 11Q (4739.719837 sec): 3 clusters Score: Raw -1500915.229621 + Penalty 3079.303307 = -1497835.926314 nChanged 249 SP:Iteration 12Q (4739.778488 sec): 3 clusters Score: Raw -1501075.483073 + Penalty 3079.303307 = -1497996.179766 nChanged 201 SP:Iteration 13Q (4739.840193 sec): 3 clusters Score: Raw -1501162.809910 + Penalty 3079.303307 = -1498083.506603 nChanged 148 SP:Iteration 14Q (4739.901678 sec): 3 clusters Score: Raw -1501216.751977 + Penalty 3079.303307 = -1498137.448670 nChanged 124 SP:Iteration 15Q (4739.963254 sec): 3 clusters Score: Raw -1501263.800307 + Penalty 3079.303307 = -1498184.497001 nChanged 107 SP:Iteration 16Q (4740.027549 sec): 3 clusters Score: Raw -1501304.092575 + Penalty 3079.303307 = -1498224.789268 nChanged 104 SP:Iteration 17Q (4740.091563 sec): 3 clusters Score: Raw -1501335.102387 + Penalty 3079.303307 = -1498255.799081 nChanged 82 SP:Iteration 18Q (4740.154677 sec): 3 clusters Score: Raw -1501357.052345 + Penalty 3079.303307 = -1498277.749039 nChanged 56 SP:Iteration 19Q (4740.221338 sec): 3 clusters Score: Raw -1501372.293130 + Penalty 3079.303307 = -1498292.989823 nChanged 56 SP:Iteration 20F (4740.290351 sec): 3 clusters Score: Raw -1501397.289460 + Penalty 3079.303307 = -1498317.986153 nChanged 59 SP:Iteration 21Q (4740.357357 sec): 3 clusters Score: Raw -1501420.033856 + Penalty 3079.303307 = -1498340.730549 nChanged 65 SP:Iteration 22Q (4740.424326 sec): 3 clusters Score: Raw -1501434.397411 + Penalty 3079.303307 = -1498355.094104 nChanged 50 SP:Iteration 23Q (4740.490866 sec): 3 clusters Score: Raw -1501444.820334 + Penalty 3079.303307 = -1498365.517027 nChanged 41 SP:Iteration 24Q (4740.558131 sec): 3 clusters Score: Raw -1501452.606824 + Penalty 3079.303307 = -1498373.303517 nChanged 39 SP:Iteration 25Q (4740.625549 sec): 3 clusters Score: Raw -1501461.188543 + Penalty 3079.303307 = -1498381.885236 nChanged 41 SP:Iteration 26Q (4740.692262 sec): 3 clusters Score: Raw -1501468.652186 + Penalty 3079.303307 = -1498389.348879 nChanged 25 SP:Iteration 27Q (4740.759348 sec): 3 clusters Score: Raw -1501473.442518 + Penalty 3079.303307 = -1498394.139211 nChanged 33 SP:Iteration 28Q (4740.825857 sec): 3 clusters Score: Raw -1501479.061225 + Penalty 3079.303307 = -1498399.757918 nChanged 37 SP:Iteration 29Q (4740.892427 sec): 3 clusters Score: Raw -1501484.010973 + Penalty 3079.303307 = -1498404.707666 nChanged 24 SP:Iteration 30Q (4740.970398 sec): 3 clusters Score: Raw -1501487.472855 + Penalty 3079.303307 = -1498408.169548 nChanged 22 SP:Iteration 31Q (4741.022807 sec): 3 clusters Score: Raw -1501490.642403 + Penalty 3079.303307 = -1498411.339096 nChanged 20 SP:Iteration 32Q (4741.081141 sec): 3 clusters Score: Raw -1501493.699778 + Penalty 3079.303307 = -1498414.396471 nChanged 19 SP:Iteration 33Q (4741.113565 sec): 3 clusters Score: Raw -1501497.992515 + Penalty 3079.303307 = -1498418.689208 nChanged 23 SP:Iteration 34Q (4741.155632 sec): 3 clusters Score: Raw -1501503.038864 + Penalty 3079.303307 = -1498423.735558 nChanged 35 SP:Iteration 35Q (4741.185941 sec): 3 clusters Score: Raw -1501508.843179 + Penalty 3079.303307 = -1498429.539872 nChanged 31 SP:Iteration 36Q (4741.215914 sec): 3 clusters Score: Raw -1501513.637296 + Penalty 3079.303307 = -1498434.333989 nChanged 28 SP:Iteration 37Q (4741.247127 sec): 3 clusters Score: Raw -1501516.798317 + Penalty 3079.303307 = -1498437.495010 nChanged 19 SP:Iteration 38Q (4741.283181 sec): 3 clusters Score: Raw -1501518.960354 + Penalty 3079.303307 = -1498439.657047 nChanged 21 SP:Iteration 39Q (4741.313356 sec): 3 clusters Score: Raw -1501522.249203 + Penalty 3079.303307 = -1498442.945897 nChanged 31 SP:Iteration 40F (4741.345367 sec): 3 clusters Score: Raw -1501526.292926 + Penalty 3079.303307 = -1498446.989619 nChanged 23 SP:Iteration 41Q (4741.405648 sec): 3 clusters Score: Raw -1501528.942993 + Penalty 3079.303307 = -1498449.639686 nChanged 14 SP:Iteration 42Q (4741.465855 sec): 3 clusters Score: Raw -1501530.571072 + Penalty 3079.303307 = -1498451.267765 nChanged 13 SP:Iteration 43Q (4741.528260 sec): 3 clusters Score: Raw -1501531.908411 + Penalty 3079.303307 = -1498452.605104 nChanged 10 SP:Iteration 44Q (4741.588726 sec): 3 clusters Score: Raw -1501533.487196 + Penalty 3079.303307 = -1498454.183890 nChanged 10 SP:Iteration 45Q (4741.644096 sec): 3 clusters Score: Raw -1501534.692745 + Penalty 3079.303307 = -1498455.389438 nChanged 9 SP:Iteration 46Q (4741.703461 sec): 3 clusters Score: Raw -1501535.534878 + Penalty 3079.303307 = -1498456.231571 nChanged 6 SP:Iteration 47Q (4741.767171 sec): 3 clusters Score: Raw -1501536.389586 + Penalty 3079.303307 = -1498457.086279 nChanged 6 SP:Iteration 48Q (4741.837209 sec): 3 clusters Score: Raw -1501537.922801 + Penalty 3079.303307 = -1498458.619494 nChanged 8 SP:Iteration 49Q (4741.886877 sec): 3 clusters Score: Raw -1501538.469667 + Penalty 3079.303307 = -1498459.166360 nChanged 5 SP:Iteration 50Q (4741.947943 sec): 3 clusters Score: Raw -1501539.370738 + Penalty 3079.303307 = -1498460.067431 nChanged 5 SP:Iteration 51Q (4742.011615 sec): 3 clusters Score: Raw -1501539.790759 + Penalty 3079.303307 = -1498460.487452 nChanged 5 SP:Iteration 52Q (4742.070534 sec): 3 clusters Score: Raw -1501540.096522 + Penalty 3079.303307 = -1498460.793215 nChanged 2 SP:Iteration 53Q (4742.133257 sec): 3 clusters Score: Raw -1501540.204581 + Penalty 3079.303307 = -1498460.901274 nChanged 1 SP:Iteration 54Q (4742.195877 sec): 3 clusters Score: Raw -1501540.270394 + Penalty 3079.303307 = -1498460.967087 nChanged 4 SP:Iteration 55Q (4742.257031 sec): 3 clusters Score: Raw -1501540.643878 + Penalty 3079.303307 = -1498461.340571 nChanged 5 SP:Iteration 56Q (4742.315753 sec): 3 clusters Score: Raw -1501540.938480 + Penalty 3079.303307 = -1498461.635173 nChanged 5 SP:Iteration 57Q (4742.377574 sec): 3 clusters Score: Raw -1501541.235054 + Penalty 3079.303307 = -1498461.931747 nChanged 3 SP:Iteration 58Q (4742.440171 sec): 3 clusters Score: Raw -1501541.444133 + Penalty 3079.303307 = -1498462.140826 nChanged 1 SP:Iteration 59Q (4742.503515 sec): 3 clusters Score: Raw -1501541.716825 + Penalty 3079.303307 = -1498462.413518 nChanged 0 SP:Iteration 60F (4742.569599 sec): 3 clusters Score: Raw -1501541.716825 + Penalty 3079.303307 = -1498462.413518 nChanged 0 Trying to split cluster 21 (2125 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4742.596711 sec): 2 clusters Score: Raw -292635.980827 + Penalty 1244.998151 = -291390.982676 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4742.640005 sec): 3 clusters Score: Raw -291727.268729 + Penalty 2489.996301 = -289237.272428 nChanged 756 SP:Iteration 1F (4742.685108 sec): 3 clusters Score: Raw -292210.357249 + Penalty 2489.996301 = -289720.360947 nChanged 163 SP:Iteration 2F (4742.733803 sec): 3 clusters Score: Raw -292316.817025 + Penalty 2489.996301 = -289826.820724 nChanged 106 SP:Iteration 3Q (4742.790339 sec): 3 clusters Score: Raw -292397.218801 + Penalty 2489.996301 = -289907.222500 nChanged 96 SP:Iteration 4Q (4742.833894 sec): 3 clusters Score: Raw -292469.406864 + Penalty 2489.996301 = -289979.410563 nChanged 94 SP:Iteration 5Q (4742.881849 sec): 3 clusters Score: Raw -292556.786016 + Penalty 2489.996301 = -290066.789715 nChanged 90 SP:Iteration 6Q (4742.928602 sec): 3 clusters Score: Raw -292649.661393 + Penalty 2489.996301 = -290159.665091 nChanged 92 SP:Iteration 7Q (4742.971520 sec): 3 clusters Score: Raw -292757.241135 + Penalty 2489.996301 = -290267.244834 nChanged 89 SP:Iteration 8Q (4743.017528 sec): 3 clusters Score: Raw -292857.720349 + Penalty 2489.996301 = -290367.724047 nChanged 80 SP:Iteration 9Q (4743.052967 sec): 3 clusters Score: Raw -292945.428193 + Penalty 2489.996301 = -290455.431891 nChanged 76 SP:Iteration 10Q (4743.102696 sec): 3 clusters Score: Raw -293013.210227 + Penalty 2489.996301 = -290523.213925 nChanged 47 SP:Iteration 11Q (4743.154132 sec): 3 clusters Score: Raw -293049.300906 + Penalty 2489.996301 = -290559.304604 nChanged 40 SP:Iteration 12Q (4743.203890 sec): 3 clusters Score: Raw -293086.231447 + Penalty 2489.996301 = -290596.235145 nChanged 43 SP:Iteration 13Q (4743.253699 sec): 3 clusters Score: Raw -293120.031395 + Penalty 2489.996301 = -290630.035094 nChanged 30 SP:Iteration 14Q (4743.301755 sec): 3 clusters Score: Raw -293140.224088 + Penalty 2489.996301 = -290650.227786 nChanged 26 SP:Iteration 15Q (4743.345676 sec): 3 clusters Score: Raw -293158.778014 + Penalty 2489.996301 = -290668.781712 nChanged 20 SP:Iteration 16Q (4743.390873 sec): 3 clusters Score: Raw -293171.295536 + Penalty 2489.996301 = -290681.299235 nChanged 10 SP:Iteration 17Q (4743.446881 sec): 3 clusters Score: Raw -293177.705069 + Penalty 2489.996301 = -290687.708767 nChanged 7 SP:Iteration 18Q (4743.492627 sec): 3 clusters Score: Raw -293181.140085 + Penalty 2489.996301 = -290691.143784 nChanged 4 SP:Iteration 19Q (4743.533523 sec): 3 clusters Score: Raw -293183.623025 + Penalty 2489.996301 = -290693.626724 nChanged 5 SP:Iteration 20F (4743.569779 sec): 3 clusters Score: Raw -293185.280818 + Penalty 2489.996301 = -290695.284517 nChanged 1 SP:Iteration 21Q (4743.620675 sec): 3 clusters Score: Raw -293185.961628 + Penalty 2489.996301 = -290695.965326 nChanged 3 SP:Iteration 22Q (4743.671385 sec): 3 clusters Score: Raw -293187.443405 + Penalty 2489.996301 = -290697.447104 nChanged 1 SP:Iteration 23Q (4743.719083 sec): 3 clusters Score: Raw -293188.380179 + Penalty 2489.996301 = -290698.383878 nChanged 3 SP:Iteration 24Q (4743.764934 sec): 3 clusters Score: Raw -293190.701002 + Penalty 2489.996301 = -290700.704701 nChanged 3 SP:Iteration 25Q (4743.810525 sec): 3 clusters Score: Raw -293192.417760 + Penalty 2489.996301 = -290702.421459 nChanged 2 SP:Iteration 26Q (4743.859616 sec): 3 clusters Score: Raw -293193.041293 + Penalty 2489.996301 = -290703.044991 nChanged 0 SP:Iteration 27F (4743.899295 sec): 3 clusters Score: Raw -293193.041293 + Penalty 2489.996301 = -290703.044991 nChanged 0 Trying to split cluster 22 (14926 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4743.949028 sec): 2 clusters Score: Raw -1992598.005393 + Penalty 1561.764740 = -1991036.240653 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4744.004425 sec): 3 clusters Score: Raw -1983829.139754 + Penalty 3123.529480 = -1980705.610274 nChanged 6624 SP:Iteration 1F (4744.073725 sec): 3 clusters Score: Raw -1988171.067474 + Penalty 3123.529480 = -1985047.537994 nChanged 1438 SP:Iteration 2F (4744.137101 sec): 3 clusters Score: Raw -1989547.661539 + Penalty 3123.529480 = -1986424.132059 nChanged 1448 SP:Iteration 3F (4744.191790 sec): 3 clusters Score: Raw -1990928.969642 + Penalty 3123.529480 = -1987805.440163 nChanged 1210 SP:Iteration 4F (4744.244207 sec): 3 clusters Score: Raw -1991898.588597 + Penalty 3123.529480 = -1988775.059118 nChanged 835 SP:Iteration 5F (4744.312245 sec): 3 clusters Score: Raw -1992507.576339 + Penalty 3123.529480 = -1989384.046859 nChanged 559 SP:Iteration 6Q (4744.387118 sec): 3 clusters Score: Raw -1992866.940098 + Penalty 3123.529480 = -1989743.410618 nChanged 361 SP:Iteration 7Q (4744.442327 sec): 3 clusters Score: Raw -1993075.311550 + Penalty 3123.529480 = -1989951.782070 nChanged 247 SP:Iteration 8Q (4744.506567 sec): 3 clusters Score: Raw -1993210.677394 + Penalty 3123.529480 = -1990087.147914 nChanged 162 SP:Iteration 9Q (4744.575077 sec): 3 clusters Score: Raw -1993283.723731 + Penalty 3123.529480 = -1990160.194251 nChanged 130 SP:Iteration 10Q (4744.633800 sec): 3 clusters Score: Raw -1993340.114230 + Penalty 3123.529480 = -1990216.584750 nChanged 107 SP:Iteration 11Q (4744.699620 sec): 3 clusters Score: Raw -1993387.440981 + Penalty 3123.529480 = -1990263.911502 nChanged 117 SP:Iteration 12Q (4744.767075 sec): 3 clusters Score: Raw -1993445.189927 + Penalty 3123.529480 = -1990321.660447 nChanged 104 SP:Iteration 13Q (4744.836498 sec): 3 clusters Score: Raw -1993491.242522 + Penalty 3123.529480 = -1990367.713042 nChanged 93 SP:Iteration 14Q (4744.900875 sec): 3 clusters Score: Raw -1993528.338869 + Penalty 3123.529480 = -1990404.809389 nChanged 72 SP:Iteration 15Q (4744.968024 sec): 3 clusters Score: Raw -1993550.877113 + Penalty 3123.529480 = -1990427.347633 nChanged 58 SP:Iteration 16Q (4745.035629 sec): 3 clusters Score: Raw -1993564.892401 + Penalty 3123.529480 = -1990441.362921 nChanged 46 SP:Iteration 17Q (4745.102655 sec): 3 clusters Score: Raw -1993575.343316 + Penalty 3123.529480 = -1990451.813836 nChanged 32 SP:Iteration 18Q (4745.169526 sec): 3 clusters Score: Raw -1993584.598092 + Penalty 3123.529480 = -1990461.068612 nChanged 29 SP:Iteration 19Q (4745.236244 sec): 3 clusters Score: Raw -1993590.711843 + Penalty 3123.529480 = -1990467.182363 nChanged 27 SP:Iteration 20F (4745.314190 sec): 3 clusters Score: Raw -1993596.022742 + Penalty 3123.529480 = -1990472.493262 nChanged 24 SP:Iteration 21Q (4745.361406 sec): 3 clusters Score: Raw -1993601.559903 + Penalty 3123.529480 = -1990478.030424 nChanged 23 SP:Iteration 22Q (4745.434042 sec): 3 clusters Score: Raw -1993607.078876 + Penalty 3123.529480 = -1990483.549396 nChanged 24 SP:Iteration 23Q (4745.486826 sec): 3 clusters Score: Raw -1993612.419619 + Penalty 3123.529480 = -1990488.890140 nChanged 26 SP:Iteration 24Q (4745.549133 sec): 3 clusters Score: Raw -1993617.326517 + Penalty 3123.529480 = -1990493.797037 nChanged 28 SP:Iteration 25Q (4745.612435 sec): 3 clusters Score: Raw -1993621.480861 + Penalty 3123.529480 = -1990497.951381 nChanged 19 SP:Iteration 26Q (4745.674903 sec): 3 clusters Score: Raw -1993624.282943 + Penalty 3123.529480 = -1990500.753463 nChanged 17 SP:Iteration 27Q (4745.736893 sec): 3 clusters Score: Raw -1993627.732218 + Penalty 3123.529480 = -1990504.202739 nChanged 15 SP:Iteration 28Q (4745.798595 sec): 3 clusters Score: Raw -1993630.276787 + Penalty 3123.529480 = -1990506.747307 nChanged 10 SP:Iteration 29Q (4745.852616 sec): 3 clusters Score: Raw -1993632.157662 + Penalty 3123.529480 = -1990508.628182 nChanged 12 SP:Iteration 30Q (4745.914636 sec): 3 clusters Score: Raw -1993633.703375 + Penalty 3123.529480 = -1990510.173896 nChanged 10 SP:Iteration 31Q (4745.982511 sec): 3 clusters Score: Raw -1993634.967383 + Penalty 3123.529480 = -1990511.437903 nChanged 6 SP:Iteration 32Q (4746.050959 sec): 3 clusters Score: Raw -1993635.842859 + Penalty 3123.529480 = -1990512.313379 nChanged 3 SP:Iteration 33Q (4746.112167 sec): 3 clusters Score: Raw -1993636.191079 + Penalty 3123.529480 = -1990512.661599 nChanged 5 SP:Iteration 34Q (4746.179870 sec): 3 clusters Score: Raw -1993636.575519 + Penalty 3123.529480 = -1990513.046039 nChanged 4 SP:Iteration 35Q (4746.247676 sec): 3 clusters Score: Raw -1993637.072118 + Penalty 3123.529480 = -1990513.542639 nChanged 7 SP:Iteration 36Q (4746.315969 sec): 3 clusters Score: Raw -1993637.717270 + Penalty 3123.529480 = -1990514.187790 nChanged 7 SP:Iteration 37Q (4746.383995 sec): 3 clusters Score: Raw -1993638.642207 + Penalty 3123.529480 = -1990515.112727 nChanged 6 SP:Iteration 38Q (4746.451879 sec): 3 clusters Score: Raw -1993639.365202 + Penalty 3123.529480 = -1990515.835722 nChanged 4 SP:Iteration 39Q (4746.519392 sec): 3 clusters Score: Raw -1993640.157133 + Penalty 3123.529480 = -1990516.627654 nChanged 7 SP:Iteration 40F (4746.584779 sec): 3 clusters Score: Raw -1993641.577370 + Penalty 3123.529480 = -1990518.047890 nChanged 6 SP:Iteration 41Q (4746.653169 sec): 3 clusters Score: Raw -1993642.698237 + Penalty 3123.529480 = -1990519.168758 nChanged 6 SP:Iteration 42Q (4746.720788 sec): 3 clusters Score: Raw -1993644.355564 + Penalty 3123.529480 = -1990520.826084 nChanged 9 SP:Iteration 43Q (4746.783425 sec): 3 clusters Score: Raw -1993645.599096 + Penalty 3123.529480 = -1990522.069616 nChanged 6 SP:Iteration 44Q (4746.851912 sec): 3 clusters Score: Raw -1993646.170083 + Penalty 3123.529480 = -1990522.640604 nChanged 3 SP:Iteration 45Q (4746.919320 sec): 3 clusters Score: Raw -1993646.658244 + Penalty 3123.529480 = -1990523.128764 nChanged 4 SP:Iteration 46Q (4746.988410 sec): 3 clusters Score: Raw -1993647.255813 + Penalty 3123.529480 = -1990523.726333 nChanged 5 SP:Iteration 47Q (4747.056883 sec): 3 clusters Score: Raw -1993648.110708 + Penalty 3123.529480 = -1990524.581228 nChanged 4 SP:Iteration 48Q (4747.124404 sec): 3 clusters Score: Raw -1993648.799788 + Penalty 3123.529480 = -1990525.270309 nChanged 3 SP:Iteration 49Q (4747.192569 sec): 3 clusters Score: Raw -1993649.191861 + Penalty 3123.529480 = -1990525.662381 nChanged 3 SP:Iteration 50Q (4747.259961 sec): 3 clusters Score: Raw -1993649.651695 + Penalty 3123.529480 = -1990526.122215 nChanged 3 SP:Iteration 51Q (4747.327608 sec): 3 clusters Score: Raw -1993650.314907 + Penalty 3123.529480 = -1990526.785428 nChanged 2 SP:Iteration 52Q (4747.395745 sec): 3 clusters Score: Raw -1993650.831852 + Penalty 3123.529480 = -1990527.302372 nChanged 3 SP:Iteration 53Q (4747.463653 sec): 3 clusters Score: Raw -1993651.200578 + Penalty 3123.529480 = -1990527.671098 nChanged 3 SP:Iteration 54Q (4747.529691 sec): 3 clusters Score: Raw -1993651.518257 + Penalty 3123.529480 = -1990527.988777 nChanged 2 SP:Iteration 55Q (4747.598660 sec): 3 clusters Score: Raw -1993651.723517 + Penalty 3123.529480 = -1990528.194037 nChanged 0 SP:Iteration 56F (4747.671226 sec): 3 clusters Score: Raw -1993651.723517 + Penalty 3123.529480 = -1990528.194037 nChanged 0 Trying to split cluster 23 (108884 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4747.821814 sec): 2 clusters Score: Raw -14740256.310480 + Penalty 1884.681236 = -14738371.629244 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4748.013723 sec): 3 clusters Score: Raw -14669205.331757 + Penalty 3769.362472 = -14665435.969285 nChanged 52199 SP:Iteration 1F (4748.198396 sec): 3 clusters Score: Raw -14699710.156018 + Penalty 3769.362472 = -14695940.793546 nChanged 4712 SP:Iteration 2Q (4748.394628 sec): 3 clusters Score: Raw -14701400.366611 + Penalty 3769.362472 = -14697631.004139 nChanged 5615 SP:Iteration 3F (4748.603573 sec): 3 clusters Score: Raw -14704025.716539 + Penalty 3769.362472 = -14700256.354067 nChanged 6776 SP:Iteration 4F (4748.825238 sec): 3 clusters Score: Raw -14707962.937376 + Penalty 3769.362472 = -14704193.574904 nChanged 7750 SP:Iteration 5F (4749.038032 sec): 3 clusters Score: Raw -14713468.625748 + Penalty 3769.362472 = -14709699.263276 nChanged 7969 SP:Iteration 6F (4749.254108 sec): 3 clusters Score: Raw -14719702.824181 + Penalty 3769.362472 = -14715933.461709 nChanged 7096 SP:Iteration 7F (4749.463942 sec): 3 clusters Score: Raw -14725370.555055 + Penalty 3769.362472 = -14721601.192583 nChanged 5264 SP:Iteration 8Q (4749.682173 sec): 3 clusters Score: Raw -14729474.189162 + Penalty 3769.362472 = -14725704.826690 nChanged 3670 SP:Iteration 9Q (4749.870268 sec): 3 clusters Score: Raw -14732043.294574 + Penalty 3769.362472 = -14728273.932102 nChanged 2548 SP:Iteration 10Q (4750.052948 sec): 3 clusters Score: Raw -14733481.717639 + Penalty 3769.362472 = -14729712.355167 nChanged 1814 SP:Iteration 11Q (4750.237687 sec): 3 clusters Score: Raw -14734429.140014 + Penalty 3769.362472 = -14730659.777543 nChanged 1563 SP:Iteration 12Q (4750.446334 sec): 3 clusters Score: Raw -14735202.475837 + Penalty 3769.362472 = -14731433.113366 nChanged 1436 SP:Iteration 13Q (4750.653999 sec): 3 clusters Score: Raw -14735902.064294 + Penalty 3769.362472 = -14732132.701822 nChanged 1271 SP:Iteration 14Q (4750.859964 sec): 3 clusters Score: Raw -14736498.265193 + Penalty 3769.362472 = -14732728.902722 nChanged 1139 SP:Iteration 15Q (4751.054511 sec): 3 clusters Score: Raw -14737017.714778 + Penalty 3769.362472 = -14733248.352307 nChanged 997 SP:Iteration 16Q (4751.257142 sec): 3 clusters Score: Raw -14737449.776171 + Penalty 3769.362472 = -14733680.413699 nChanged 906 SP:Iteration 17Q (4751.458438 sec): 3 clusters Score: Raw -14737815.779077 + Penalty 3769.362472 = -14734046.416606 nChanged 808 SP:Iteration 18Q (4751.651008 sec): 3 clusters Score: Raw -14738148.760175 + Penalty 3769.362472 = -14734379.397703 nChanged 756 SP:Iteration 19Q (4751.832294 sec): 3 clusters Score: Raw -14738457.109527 + Penalty 3769.362472 = -14734687.747055 nChanged 660 SP:Iteration 20F (4752.052668 sec): 3 clusters Score: Raw -14738711.946173 + Penalty 3769.362472 = -14734942.583702 nChanged 581 SP:Iteration 21Q (4752.252101 sec): 3 clusters Score: Raw -14738946.111332 + Penalty 3769.362472 = -14735176.748860 nChanged 552 SP:Iteration 22Q (4752.446458 sec): 3 clusters Score: Raw -14739171.891192 + Penalty 3769.362472 = -14735402.528720 nChanged 521 SP:Iteration 23Q (4752.630109 sec): 3 clusters Score: Raw -14739390.785070 + Penalty 3769.362472 = -14735621.422599 nChanged 464 SP:Iteration 24Q (4752.819356 sec): 3 clusters Score: Raw -14739582.159175 + Penalty 3769.362472 = -14735812.796704 nChanged 410 SP:Iteration 25Q (4753.010744 sec): 3 clusters Score: Raw -14739752.945693 + Penalty 3769.362472 = -14735983.583221 nChanged 353 SP:Iteration 26Q (4753.203303 sec): 3 clusters Score: Raw -14739901.932333 + Penalty 3769.362472 = -14736132.569861 nChanged 322 SP:Iteration 27Q (4753.359362 sec): 3 clusters Score: Raw -14740039.032250 + Penalty 3769.362472 = -14736269.669778 nChanged 285 SP:Iteration 28Q (4753.515495 sec): 3 clusters Score: Raw -14740153.099141 + Penalty 3769.362472 = -14736383.736669 nChanged 238 SP:Iteration 29Q (4753.677292 sec): 3 clusters Score: Raw -14740248.618807 + Penalty 3769.362472 = -14736479.256336 nChanged 222 SP:Iteration 30Q (4753.833169 sec): 3 clusters Score: Raw -14740344.515007 + Penalty 3769.362472 = -14736575.152536 nChanged 202 SP:Iteration 31Q (4753.986959 sec): 3 clusters Score: Raw -14740421.817014 + Penalty 3769.362472 = -14736652.454542 nChanged 147 SP:Iteration 32Q (4754.144375 sec): 3 clusters Score: Raw -14740475.200608 + Penalty 3769.362472 = -14736705.838136 nChanged 126 SP:Iteration 33Q (4754.304841 sec): 3 clusters Score: Raw -14740514.987741 + Penalty 3769.362472 = -14736745.625270 nChanged 103 SP:Iteration 34Q (4754.459248 sec): 3 clusters Score: Raw -14740548.982467 + Penalty 3769.362472 = -14736779.619995 nChanged 93 SP:Iteration 35Q (4754.618170 sec): 3 clusters Score: Raw -14740582.488001 + Penalty 3769.362472 = -14736813.125530 nChanged 85 SP:Iteration 36Q (4754.770903 sec): 3 clusters Score: Raw -14740606.296191 + Penalty 3769.362472 = -14736836.933719 nChanged 71 SP:Iteration 37Q (4754.946310 sec): 3 clusters Score: Raw -14740627.747237 + Penalty 3769.362472 = -14736858.384765 nChanged 56 SP:Iteration 38Q (4755.128441 sec): 3 clusters Score: Raw -14740642.859228 + Penalty 3769.362472 = -14736873.496757 nChanged 53 SP:Iteration 39Q (4755.314758 sec): 3 clusters Score: Raw -14740659.705840 + Penalty 3769.362472 = -14736890.343368 nChanged 54 SP:Iteration 40F (4755.513855 sec): 3 clusters Score: Raw -14740677.696064 + Penalty 3769.362472 = -14736908.333593 nChanged 54 SP:Iteration 41Q (4755.698569 sec): 3 clusters Score: Raw -14740697.218006 + Penalty 3769.362472 = -14736927.855534 nChanged 55 SP:Iteration 42Q (4755.887236 sec): 3 clusters Score: Raw -14740712.737529 + Penalty 3769.362472 = -14736943.375058 nChanged 45 SP:Iteration 43Q (4756.069674 sec): 3 clusters Score: Raw -14740727.283745 + Penalty 3769.362472 = -14736957.921273 nChanged 26 SP:Iteration 44Q (4756.242899 sec): 3 clusters Score: Raw -14740735.468294 + Penalty 3769.362472 = -14736966.105822 nChanged 23 SP:Iteration 45Q (4756.424692 sec): 3 clusters Score: Raw -14740743.472955 + Penalty 3769.362472 = -14736974.110483 nChanged 21 SP:Iteration 46Q (4756.613390 sec): 3 clusters Score: Raw -14740749.265495 + Penalty 3769.362472 = -14736979.903023 nChanged 14 SP:Iteration 47Q (4756.796860 sec): 3 clusters Score: Raw -14740754.018818 + Penalty 3769.362472 = -14736984.656346 nChanged 11 SP:Iteration 48Q (4756.977082 sec): 3 clusters Score: Raw -14740756.276370 + Penalty 3769.362472 = -14736986.913899 nChanged 10 SP:Iteration 49Q (4757.163863 sec): 3 clusters Score: Raw -14740759.164168 + Penalty 3769.362472 = -14736989.801696 nChanged 13 SP:Iteration 50Q (4757.350039 sec): 3 clusters Score: Raw -14740762.653481 + Penalty 3769.362472 = -14736993.291009 nChanged 8 SP:Iteration 51Q (4757.525333 sec): 3 clusters Score: Raw -14740764.096013 + Penalty 3769.362472 = -14736994.733541 nChanged 7 SP:Iteration 52Q (4757.712711 sec): 3 clusters Score: Raw -14740765.737608 + Penalty 3769.362472 = -14736996.375137 nChanged 5 SP:Iteration 53Q (4757.900304 sec): 3 clusters Score: Raw -14740767.330730 + Penalty 3769.362472 = -14736997.968258 nChanged 5 SP:Iteration 54Q (4758.087626 sec): 3 clusters Score: Raw -14740769.045970 + Penalty 3769.362472 = -14736999.683498 nChanged 6 SP:Iteration 55Q (4758.273404 sec): 3 clusters Score: Raw -14740770.461343 + Penalty 3769.362472 = -14737001.098871 nChanged 6 SP:Iteration 56Q (4758.460577 sec): 3 clusters Score: Raw -14740772.883323 + Penalty 3769.362472 = -14737003.520852 nChanged 10 SP:Iteration 57Q (4758.648234 sec): 3 clusters Score: Raw -14740776.922387 + Penalty 3769.362472 = -14737007.559915 nChanged 6 SP:Iteration 58Q (4758.832725 sec): 3 clusters Score: Raw -14740778.085166 + Penalty 3769.362472 = -14737008.722695 nChanged 4 SP:Iteration 59Q (4758.981560 sec): 3 clusters Score: Raw -14740778.732537 + Penalty 3769.362472 = -14737009.370065 nChanged 3 SP:Iteration 60F (4759.167903 sec): 3 clusters Score: Raw -14740779.235994 + Penalty 3769.362472 = -14737009.873523 nChanged 4 SP:Iteration 61Q (4759.321592 sec): 3 clusters Score: Raw -14740780.110267 + Penalty 3769.362472 = -14737010.747796 nChanged 3 SP:Iteration 62Q (4759.475467 sec): 3 clusters Score: Raw -14740780.427779 + Penalty 3769.362472 = -14737011.065308 nChanged 1 SP:Iteration 63Q (4759.634703 sec): 3 clusters Score: Raw -14740780.553994 + Penalty 3769.362472 = -14737011.191522 nChanged 1 SP:Iteration 64Q (4759.794183 sec): 3 clusters Score: Raw -14740781.443000 + Penalty 3769.362472 = -14737012.080528 nChanged 4 SP:Iteration 65Q (4759.952166 sec): 3 clusters Score: Raw -14740782.187958 + Penalty 3769.362472 = -14737012.825486 nChanged 2 SP:Iteration 66Q (4760.105425 sec): 3 clusters Score: Raw -14740782.585181 + Penalty 3769.362472 = -14737013.222709 nChanged 1 SP:Iteration 67Q (4760.262763 sec): 3 clusters Score: Raw -14740782.643945 + Penalty 3769.362472 = -14737013.281474 nChanged 0 SP:Iteration 68F (4760.457245 sec): 3 clusters Score: Raw -14740782.643945 + Penalty 3769.362472 = -14737013.281474 nChanged 0 Trying to split cluster 24 (911 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4760.467645 sec): 2 clusters Score: Raw -113124.238202 + Penalty 1107.363221 = -112016.874982 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4760.472962 sec): 3 clusters Score: Raw -112926.291214 + Penalty 2214.726442 = -110711.564773 nChanged 274 SP:Iteration 1F (4760.477879 sec): 3 clusters Score: Raw -113268.290932 + Penalty 2214.726442 = -111053.564490 nChanged 96 SP:Iteration 2F (4760.487346 sec): 3 clusters Score: Raw -113440.188590 + Penalty 2214.726442 = -111225.462149 nChanged 66 SP:Iteration 3F (4760.492322 sec): 3 clusters Score: Raw -113588.826254 + Penalty 2214.726442 = -111374.099813 nChanged 63 SP:Iteration 4F (4760.504037 sec): 3 clusters Score: Raw -113752.116159 + Penalty 2214.726442 = -111537.389717 nChanged 39 SP:Iteration 5Q (4760.508937 sec): 3 clusters Score: Raw -113879.425203 + Penalty 2214.726442 = -111664.698762 nChanged 32 SP:Iteration 6Q (4760.513786 sec): 3 clusters Score: Raw -113956.588018 + Penalty 2214.726442 = -111741.861576 nChanged 14 SP:Iteration 7Q (4760.522739 sec): 3 clusters Score: Raw -113994.942943 + Penalty 2214.726442 = -111780.216501 nChanged 15 SP:Iteration 8Q (4760.527542 sec): 3 clusters Score: Raw -114015.906862 + Penalty 2214.726442 = -111801.180420 nChanged 9 SP:Iteration 9Q (4760.532365 sec): 3 clusters Score: Raw -114032.674638 + Penalty 2214.726442 = -111817.948197 nChanged 4 SP:Iteration 10Q (4760.541318 sec): 3 clusters Score: Raw -114041.720748 + Penalty 2214.726442 = -111826.994307 nChanged 2 SP:Iteration 11Q (4760.546123 sec): 3 clusters Score: Raw -114045.007365 + Penalty 2214.726442 = -111830.280923 nChanged 2 SP:Iteration 12Q (4760.557605 sec): 3 clusters Score: Raw -114049.868033 + Penalty 2214.726442 = -111835.141592 nChanged 4 SP:Iteration 13Q (4760.562384 sec): 3 clusters Score: Raw -114056.126030 + Penalty 2214.726442 = -111841.399588 nChanged 5 SP:Iteration 14Q (4760.567167 sec): 3 clusters Score: Raw -114066.019319 + Penalty 2214.726442 = -111851.292877 nChanged 4 SP:Iteration 15Q (4760.576545 sec): 3 clusters Score: Raw -114069.759588 + Penalty 2214.726442 = -111855.033146 nChanged 2 SP:Iteration 16Q (4760.581314 sec): 3 clusters Score: Raw -114074.679973 + Penalty 2214.726442 = -111859.953531 nChanged 2 SP:Iteration 17Q (4760.586125 sec): 3 clusters Score: Raw -114077.163714 + Penalty 2214.726442 = -111862.437272 nChanged 2 SP:Iteration 18Q (4760.594504 sec): 3 clusters Score: Raw -114079.581210 + Penalty 2214.726442 = -111864.854769 nChanged 0 SP:Iteration 19F (4760.599435 sec): 3 clusters Score: Raw -114079.581210 + Penalty 2214.726442 = -111864.854769 nChanged 0 Trying to split cluster 25 (35128 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4760.675121 sec): 2 clusters Score: Raw -4636643.809689 + Penalty 1700.847494 = -4634942.962194 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4760.779077 sec): 3 clusters Score: Raw -4614793.467322 + Penalty 3401.694989 = -4611391.772333 nChanged 16324 SP:Iteration 1F (4760.870865 sec): 3 clusters Score: Raw -4624481.244638 + Penalty 3401.694989 = -4621079.549649 nChanged 1977 SP:Iteration 2F (4760.958855 sec): 3 clusters Score: Raw -4625430.373927 + Penalty 3401.694989 = -4622028.678938 nChanged 2097 SP:Iteration 3F (4761.061292 sec): 3 clusters Score: Raw -4626664.399431 + Penalty 3401.694989 = -4623262.704442 nChanged 2330 SP:Iteration 4F (4761.152195 sec): 3 clusters Score: Raw -4628375.871500 + Penalty 3401.694989 = -4624974.176511 nChanged 2521 SP:Iteration 5F (4761.248102 sec): 3 clusters Score: Raw -4630354.487922 + Penalty 3401.694989 = -4626952.792933 nChanged 2420 SP:Iteration 6F (4761.342182 sec): 3 clusters Score: Raw -4632165.120739 + Penalty 3401.694989 = -4628763.425750 nChanged 1976 SP:Iteration 7F (4761.445317 sec): 3 clusters Score: Raw -4633363.008204 + Penalty 3401.694989 = -4629961.313215 nChanged 1453 SP:Iteration 8Q (4761.541374 sec): 3 clusters Score: Raw -4633986.007215 + Penalty 3401.694989 = -4630584.312226 nChanged 947 SP:Iteration 9Q (4761.631923 sec): 3 clusters Score: Raw -4634351.291159 + Penalty 3401.694989 = -4630949.596170 nChanged 726 SP:Iteration 10Q (4761.733449 sec): 3 clusters Score: Raw -4634603.991340 + Penalty 3401.694989 = -4631202.296351 nChanged 632 SP:Iteration 11Q (4761.838804 sec): 3 clusters Score: Raw -4634818.627262 + Penalty 3401.694989 = -4631416.932273 nChanged 581 SP:Iteration 12Q (4761.935041 sec): 3 clusters Score: Raw -4635020.428333 + Penalty 3401.694989 = -4631618.733344 nChanged 542 SP:Iteration 13Q (4762.027431 sec): 3 clusters Score: Raw -4635181.672097 + Penalty 3401.694989 = -4631779.977108 nChanged 498 SP:Iteration 14Q (4762.126407 sec): 3 clusters Score: Raw -4635315.605947 + Penalty 3401.694989 = -4631913.910958 nChanged 440 SP:Iteration 15Q (4762.222245 sec): 3 clusters Score: Raw -4635426.911369 + Penalty 3401.694989 = -4632025.216380 nChanged 422 SP:Iteration 16Q (4762.315872 sec): 3 clusters Score: Raw -4635535.578502 + Penalty 3401.694989 = -4632133.883513 nChanged 388 SP:Iteration 17Q (4762.417136 sec): 3 clusters Score: Raw -4635628.411661 + Penalty 3401.694989 = -4632226.716672 nChanged 326 SP:Iteration 18Q (4762.518874 sec): 3 clusters Score: Raw -4635702.100464 + Penalty 3401.694989 = -4632300.405475 nChanged 321 SP:Iteration 19Q (4762.622943 sec): 3 clusters Score: Raw -4635775.328747 + Penalty 3401.694989 = -4632373.633758 nChanged 300 SP:Iteration 20F (4762.720199 sec): 3 clusters Score: Raw -4635842.436693 + Penalty 3401.694989 = -4632440.741704 nChanged 291 SP:Iteration 21Q (4762.822203 sec): 3 clusters Score: Raw -4635902.363373 + Penalty 3401.694989 = -4632500.668384 nChanged 246 SP:Iteration 22Q (4762.923253 sec): 3 clusters Score: Raw -4635949.714853 + Penalty 3401.694989 = -4632548.019864 nChanged 249 SP:Iteration 23Q (4763.015111 sec): 3 clusters Score: Raw -4636005.961888 + Penalty 3401.694989 = -4632604.266899 nChanged 259 SP:Iteration 24Q (4763.108333 sec): 3 clusters Score: Raw -4636065.327688 + Penalty 3401.694989 = -4632663.632699 nChanged 254 SP:Iteration 25Q (4763.208947 sec): 3 clusters Score: Raw -4636126.465922 + Penalty 3401.694989 = -4632724.770933 nChanged 281 SP:Iteration 26Q (4763.310776 sec): 3 clusters Score: Raw -4636206.963443 + Penalty 3401.694989 = -4632805.268454 nChanged 292 SP:Iteration 27Q (4763.403408 sec): 3 clusters Score: Raw -4636311.972507 + Penalty 3401.694989 = -4632910.277518 nChanged 319 SP:Iteration 28Q (4763.505277 sec): 3 clusters Score: Raw -4636445.647850 + Penalty 3401.694989 = -4633043.952861 nChanged 333 SP:Iteration 29Q (4763.609009 sec): 3 clusters Score: Raw -4636601.472016 + Penalty 3401.694989 = -4633199.777027 nChanged 332 SP:Iteration 30Q (4763.704141 sec): 3 clusters Score: Raw -4636763.879253 + Penalty 3401.694989 = -4633362.184264 nChanged 364 SP:Iteration 31Q (4763.808557 sec): 3 clusters Score: Raw -4636935.609203 + Penalty 3401.694989 = -4633533.914214 nChanged 337 SP:Iteration 32Q (4763.903587 sec): 3 clusters Score: Raw -4637069.835104 + Penalty 3401.694989 = -4633668.140115 nChanged 294 SP:Iteration 33Q (4763.990618 sec): 3 clusters Score: Raw -4637157.524899 + Penalty 3401.694989 = -4633755.829910 nChanged 265 SP:Iteration 34Q (4764.089653 sec): 3 clusters Score: Raw -4637232.949567 + Penalty 3401.694989 = -4633831.254578 nChanged 241 SP:Iteration 35Q (4764.185720 sec): 3 clusters Score: Raw -4637292.501050 + Penalty 3401.694989 = -4633890.806061 nChanged 211 SP:Iteration 36Q (4764.284284 sec): 3 clusters Score: Raw -4637337.026026 + Penalty 3401.694989 = -4633935.331037 nChanged 173 SP:Iteration 37Q (4764.378422 sec): 3 clusters Score: Raw -4637369.112685 + Penalty 3401.694989 = -4633967.417697 nChanged 170 SP:Iteration 38Q (4764.471945 sec): 3 clusters Score: Raw -4637398.947824 + Penalty 3401.694989 = -4633997.252835 nChanged 150 SP:Iteration 39Q (4764.571921 sec): 3 clusters Score: Raw -4637418.770323 + Penalty 3401.694989 = -4634017.075334 nChanged 144 SP:Iteration 40F (4764.663237 sec): 3 clusters Score: Raw -4637442.518842 + Penalty 3401.694989 = -4634040.823853 nChanged 130 SP:Iteration 41Q (4764.762253 sec): 3 clusters Score: Raw -4637458.761680 + Penalty 3401.694989 = -4634057.066691 nChanged 111 SP:Iteration 42Q (4764.854919 sec): 3 clusters Score: Raw -4637471.287194 + Penalty 3401.694989 = -4634069.592205 nChanged 91 SP:Iteration 43Q (4764.952610 sec): 3 clusters Score: Raw -4637481.661201 + Penalty 3401.694989 = -4634079.966212 nChanged 73 SP:Iteration 44Q (4765.050011 sec): 3 clusters Score: Raw -4637489.384421 + Penalty 3401.694989 = -4634087.689432 nChanged 68 SP:Iteration 45Q (4765.145963 sec): 3 clusters Score: Raw -4637495.952075 + Penalty 3401.694989 = -4634094.257086 nChanged 62 SP:Iteration 46Q (4765.242883 sec): 3 clusters Score: Raw -4637500.968050 + Penalty 3401.694989 = -4634099.273061 nChanged 48 SP:Iteration 47Q (4765.343906 sec): 3 clusters Score: Raw -4637504.519239 + Penalty 3401.694989 = -4634102.824250 nChanged 42 SP:Iteration 48Q (4765.435427 sec): 3 clusters Score: Raw -4637507.697867 + Penalty 3401.694989 = -4634106.002878 nChanged 43 SP:Iteration 49Q (4765.531710 sec): 3 clusters Score: Raw -4637510.874525 + Penalty 3401.694989 = -4634109.179536 nChanged 40 SP:Iteration 50Q (4765.629748 sec): 3 clusters Score: Raw -4637514.077972 + Penalty 3401.694989 = -4634112.382983 nChanged 44 SP:Iteration 51Q (4765.702219 sec): 3 clusters Score: Raw -4637517.260526 + Penalty 3401.694989 = -4634115.565537 nChanged 45 SP:Iteration 52Q (4765.790107 sec): 3 clusters Score: Raw -4637520.600773 + Penalty 3401.694989 = -4634118.905784 nChanged 49 SP:Iteration 53Q (4765.876273 sec): 3 clusters Score: Raw -4637523.914112 + Penalty 3401.694989 = -4634122.219123 nChanged 47 SP:Iteration 54Q (4765.937153 sec): 3 clusters Score: Raw -4637527.095091 + Penalty 3401.694989 = -4634125.400102 nChanged 40 SP:Iteration 55Q (4765.996647 sec): 3 clusters Score: Raw -4637529.658626 + Penalty 3401.694989 = -4634127.963637 nChanged 38 SP:Iteration 56Q (4766.061060 sec): 3 clusters Score: Raw -4637531.838229 + Penalty 3401.694989 = -4634130.143240 nChanged 28 SP:Iteration 57Q (4766.138345 sec): 3 clusters Score: Raw -4637533.480486 + Penalty 3401.694989 = -4634131.785497 nChanged 24 SP:Iteration 58Q (4766.197161 sec): 3 clusters Score: Raw -4637535.142724 + Penalty 3401.694989 = -4634133.447735 nChanged 27 SP:Iteration 59Q (4766.256648 sec): 3 clusters Score: Raw -4637536.906328 + Penalty 3401.694989 = -4634135.211339 nChanged 20 SP:Iteration 60F (4766.321357 sec): 3 clusters Score: Raw -4637538.490405 + Penalty 3401.694989 = -4634136.795417 nChanged 27 SP:Iteration 61Q (4766.416581 sec): 3 clusters Score: Raw -4637540.561793 + Penalty 3401.694989 = -4634138.866805 nChanged 25 SP:Iteration 62Q (4766.514400 sec): 3 clusters Score: Raw -4637542.342435 + Penalty 3401.694989 = -4634140.647446 nChanged 29 SP:Iteration 63Q (4766.599006 sec): 3 clusters Score: Raw -4637544.766366 + Penalty 3401.694989 = -4634143.071377 nChanged 28 SP:Iteration 64Q (4766.689973 sec): 3 clusters Score: Raw -4637546.838957 + Penalty 3401.694989 = -4634145.143968 nChanged 36 SP:Iteration 65Q (4766.780950 sec): 3 clusters Score: Raw -4637548.999569 + Penalty 3401.694989 = -4634147.304580 nChanged 30 SP:Iteration 66Q (4766.875348 sec): 3 clusters Score: Raw -4637551.146896 + Penalty 3401.694989 = -4634149.451907 nChanged 28 SP:Iteration 67Q (4766.959802 sec): 3 clusters Score: Raw -4637553.187442 + Penalty 3401.694989 = -4634151.492453 nChanged 25 SP:Iteration 68Q (4767.054893 sec): 3 clusters Score: Raw -4637554.847027 + Penalty 3401.694989 = -4634153.152038 nChanged 29 SP:Iteration 69Q (4767.145022 sec): 3 clusters Score: Raw -4637556.414451 + Penalty 3401.694989 = -4634154.719462 nChanged 27 SP:Iteration 70Q (4767.237768 sec): 3 clusters Score: Raw -4637557.825787 + Penalty 3401.694989 = -4634156.130798 nChanged 30 SP:Iteration 71Q (4767.321799 sec): 3 clusters Score: Raw -4637559.435923 + Penalty 3401.694989 = -4634157.740934 nChanged 21 SP:Iteration 72Q (4767.410362 sec): 3 clusters Score: Raw -4637560.860532 + Penalty 3401.694989 = -4634159.165543 nChanged 31 SP:Iteration 73Q (4767.501169 sec): 3 clusters Score: Raw -4637562.925762 + Penalty 3401.694989 = -4634161.230773 nChanged 25 SP:Iteration 74Q (4767.588066 sec): 3 clusters Score: Raw -4637564.318776 + Penalty 3401.694989 = -4634162.623787 nChanged 17 SP:Iteration 75Q (4767.673531 sec): 3 clusters Score: Raw -4637565.310028 + Penalty 3401.694989 = -4634163.615039 nChanged 24 SP:Iteration 76Q (4767.768262 sec): 3 clusters Score: Raw -4637566.704269 + Penalty 3401.694989 = -4634165.009280 nChanged 16 SP:Iteration 77Q (4767.862449 sec): 3 clusters Score: Raw -4637567.672580 + Penalty 3401.694989 = -4634165.977591 nChanged 18 SP:Iteration 78Q (4767.956287 sec): 3 clusters Score: Raw -4637568.783013 + Penalty 3401.694989 = -4634167.088024 nChanged 20 SP:Iteration 79Q (4768.040319 sec): 3 clusters Score: Raw -4637569.647548 + Penalty 3401.694989 = -4634167.952559 nChanged 11 SP:Iteration 80F (4768.141864 sec): 3 clusters Score: Raw -4637570.107884 + Penalty 3401.694989 = -4634168.412895 nChanged 9 SP:Iteration 81Q (4768.235969 sec): 3 clusters Score: Raw -4637570.590314 + Penalty 3401.694989 = -4634168.895325 nChanged 12 SP:Iteration 82Q (4768.322975 sec): 3 clusters Score: Raw -4637571.152155 + Penalty 3401.694989 = -4634169.457166 nChanged 8 SP:Iteration 83Q (4768.412173 sec): 3 clusters Score: Raw -4637571.531112 + Penalty 3401.694989 = -4634169.836123 nChanged 14 SP:Iteration 84Q (4768.499556 sec): 3 clusters Score: Raw -4637572.159621 + Penalty 3401.694989 = -4634170.464632 nChanged 12 SP:Iteration 85Q (4768.591455 sec): 3 clusters Score: Raw -4637572.763884 + Penalty 3401.694989 = -4634171.068895 nChanged 14 SP:Iteration 86Q (4768.665151 sec): 3 clusters Score: Raw -4637573.834536 + Penalty 3401.694989 = -4634172.139547 nChanged 12 SP:Iteration 87Q (4768.761376 sec): 3 clusters Score: Raw -4637574.454525 + Penalty 3401.694989 = -4634172.759536 nChanged 15 SP:Iteration 88Q (4768.857394 sec): 3 clusters Score: Raw -4637575.147509 + Penalty 3401.694989 = -4634173.452520 nChanged 8 SP:Iteration 89Q (4768.952978 sec): 3 clusters Score: Raw -4637575.562749 + Penalty 3401.694989 = -4634173.867760 nChanged 11 SP:Iteration 90Q (4769.026049 sec): 3 clusters Score: Raw -4637575.910534 + Penalty 3401.694989 = -4634174.215545 nChanged 6 SP:Iteration 91Q (4769.121778 sec): 3 clusters Score: Raw -4637576.089086 + Penalty 3401.694989 = -4634174.394097 nChanged 4 SP:Iteration 92Q (4769.216777 sec): 3 clusters Score: Raw -4637576.201932 + Penalty 3401.694989 = -4634174.506943 nChanged 1 SP:Iteration 93Q (4769.311643 sec): 3 clusters Score: Raw -4637576.217044 + Penalty 3401.694989 = -4634174.522055 nChanged 0 SP:Iteration 94F (4769.400897 sec): 3 clusters Score: Raw -4637576.217044 + Penalty 3401.694989 = -4634174.522055 nChanged 0 Trying to split cluster 26 (5041 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4769.427292 sec): 2 clusters Score: Raw -681627.217761 + Penalty 1385.370960 = -680241.846801 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4769.485089 sec): 3 clusters Score: Raw -679026.109120 + Penalty 2770.741920 = -676255.367200 nChanged 2014 SP:Iteration 1F (4769.541670 sec): 3 clusters Score: Raw -680123.446114 + Penalty 2770.741920 = -677352.704194 nChanged 340 SP:Iteration 2F (4769.595023 sec): 3 clusters Score: Raw -680305.229378 + Penalty 2770.741920 = -677534.487458 nChanged 267 SP:Iteration 3F (4769.651375 sec): 3 clusters Score: Raw -680445.242053 + Penalty 2770.741920 = -677674.500133 nChanged 221 SP:Iteration 4Q (4769.703661 sec): 3 clusters Score: Raw -680566.455408 + Penalty 2770.741920 = -677795.713488 nChanged 215 SP:Iteration 5Q (4769.756417 sec): 3 clusters Score: Raw -680693.091573 + Penalty 2770.741920 = -677922.349653 nChanged 233 SP:Iteration 6Q (4769.813244 sec): 3 clusters Score: Raw -680833.426299 + Penalty 2770.741920 = -678062.684379 nChanged 229 SP:Iteration 7Q (4769.865161 sec): 3 clusters Score: Raw -680978.524415 + Penalty 2770.741920 = -678207.782495 nChanged 226 SP:Iteration 8Q (4769.922327 sec): 3 clusters Score: Raw -681151.768375 + Penalty 2770.741920 = -678381.026454 nChanged 207 SP:Iteration 9Q (4769.979194 sec): 3 clusters Score: Raw -681318.176752 + Penalty 2770.741920 = -678547.434832 nChanged 171 SP:Iteration 10Q (4770.025358 sec): 3 clusters Score: Raw -681447.476834 + Penalty 2770.741920 = -678676.734914 nChanged 135 SP:Iteration 11Q (4770.079354 sec): 3 clusters Score: Raw -681557.154166 + Penalty 2770.741920 = -678786.412246 nChanged 120 SP:Iteration 12Q (4770.136942 sec): 3 clusters Score: Raw -681654.371002 + Penalty 2770.741920 = -678883.629082 nChanged 88 SP:Iteration 13Q (4770.192433 sec): 3 clusters Score: Raw -681713.530603 + Penalty 2770.741920 = -678942.788683 nChanged 64 SP:Iteration 14Q (4770.249069 sec): 3 clusters Score: Raw -681758.913357 + Penalty 2770.741920 = -678988.171437 nChanged 61 SP:Iteration 15Q (4770.305236 sec): 3 clusters Score: Raw -681793.524646 + Penalty 2770.741920 = -679022.782726 nChanged 41 SP:Iteration 16Q (4770.361345 sec): 3 clusters Score: Raw -681814.376843 + Penalty 2770.741920 = -679043.634923 nChanged 34 SP:Iteration 17Q (4770.421537 sec): 3 clusters Score: Raw -681837.081035 + Penalty 2770.741920 = -679066.339115 nChanged 27 SP:Iteration 18Q (4770.462523 sec): 3 clusters Score: Raw -681854.685196 + Penalty 2770.741920 = -679083.943276 nChanged 27 SP:Iteration 19Q (4770.511612 sec): 3 clusters Score: Raw -681873.129893 + Penalty 2770.741920 = -679102.387973 nChanged 18 SP:Iteration 20F (4770.566482 sec): 3 clusters Score: Raw -681886.411477 + Penalty 2770.741920 = -679115.669557 nChanged 12 SP:Iteration 21Q (4770.622537 sec): 3 clusters Score: Raw -681893.306378 + Penalty 2770.741920 = -679122.564458 nChanged 12 SP:Iteration 22Q (4770.675911 sec): 3 clusters Score: Raw -681902.955206 + Penalty 2770.741920 = -679132.213286 nChanged 15 SP:Iteration 23Q (4770.731764 sec): 3 clusters Score: Raw -681909.083540 + Penalty 2770.741920 = -679138.341619 nChanged 9 SP:Iteration 24Q (4770.782841 sec): 3 clusters Score: Raw -681913.864092 + Penalty 2770.741920 = -679143.122172 nChanged 6 SP:Iteration 25Q (4770.836568 sec): 3 clusters Score: Raw -681915.517183 + Penalty 2770.741920 = -679144.775263 nChanged 3 SP:Iteration 26Q (4770.892512 sec): 3 clusters Score: Raw -681916.826040 + Penalty 2770.741920 = -679146.084120 nChanged 2 SP:Iteration 27Q (4770.944287 sec): 3 clusters Score: Raw -681917.620462 + Penalty 2770.741920 = -679146.878542 nChanged 2 SP:Iteration 28Q (4770.997692 sec): 3 clusters Score: Raw -681918.536527 + Penalty 2770.741920 = -679147.794607 nChanged 1 SP:Iteration 29Q (4771.055211 sec): 3 clusters Score: Raw -681918.947486 + Penalty 2770.741920 = -679148.205566 nChanged 3 SP:Iteration 30Q (4771.110928 sec): 3 clusters Score: Raw -681920.309647 + Penalty 2770.741920 = -679149.567726 nChanged 2 SP:Iteration 31Q (4771.165892 sec): 3 clusters Score: Raw -681921.257642 + Penalty 2770.741920 = -679150.515722 nChanged 2 SP:Iteration 32Q (4771.222213 sec): 3 clusters Score: Raw -681922.200809 + Penalty 2770.741920 = -679151.458889 nChanged 2 SP:Iteration 33Q (4771.278237 sec): 3 clusters Score: Raw -681922.920956 + Penalty 2770.741920 = -679152.179036 nChanged 1 SP:Iteration 34Q (4771.345824 sec): 3 clusters Score: Raw -681923.700666 + Penalty 2770.741920 = -679152.958746 nChanged 2 SP:Iteration 35Q (4771.384427 sec): 3 clusters Score: Raw -681924.518689 + Penalty 2770.741920 = -679153.776769 nChanged 2 SP:Iteration 36Q (4771.437711 sec): 3 clusters Score: Raw -681926.053565 + Penalty 2770.741920 = -679155.311645 nChanged 2 SP:Iteration 37Q (4771.488756 sec): 3 clusters Score: Raw -681927.173740 + Penalty 2770.741920 = -679156.431820 nChanged 1 SP:Iteration 38Q (4771.540437 sec): 3 clusters Score: Raw -681927.355427 + Penalty 2770.741920 = -679156.613507 nChanged 0 SP:Iteration 39F (4771.588989 sec): 3 clusters Score: Raw -681927.355427 + Penalty 2770.741920 = -679156.613507 nChanged 0 Trying to split cluster 27 (2936 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4771.614553 sec): 2 clusters Score: Raw -352219.630077 + Penalty 1297.530551 = -350922.099526 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4771.656948 sec): 3 clusters Score: Raw -350877.515484 + Penalty 2595.061102 = -348282.454382 nChanged 1130 SP:Iteration 1F (4771.694952 sec): 3 clusters Score: Raw -351649.532581 + Penalty 2595.061102 = -349054.471479 nChanged 292 SP:Iteration 2F (4771.738443 sec): 3 clusters Score: Raw -351912.229781 + Penalty 2595.061102 = -349317.168679 nChanged 195 SP:Iteration 3F (4771.784004 sec): 3 clusters Score: Raw -352093.386105 + Penalty 2595.061102 = -349498.325003 nChanged 177 SP:Iteration 4F (4771.834641 sec): 3 clusters Score: Raw -352227.069127 + Penalty 2595.061102 = -349632.008025 nChanged 131 SP:Iteration 5Q (4771.886986 sec): 3 clusters Score: Raw -352338.544318 + Penalty 2595.061102 = -349743.483217 nChanged 115 SP:Iteration 6Q (4771.938308 sec): 3 clusters Score: Raw -352425.593919 + Penalty 2595.061102 = -349830.532817 nChanged 94 SP:Iteration 7Q (4771.982067 sec): 3 clusters Score: Raw -352487.035879 + Penalty 2595.061102 = -349891.974778 nChanged 67 SP:Iteration 8Q (4772.023555 sec): 3 clusters Score: Raw -352527.772863 + Penalty 2595.061102 = -349932.711761 nChanged 57 SP:Iteration 9Q (4772.058402 sec): 3 clusters Score: Raw -352569.173161 + Penalty 2595.061102 = -349974.112059 nChanged 60 SP:Iteration 10Q (4772.105970 sec): 3 clusters Score: Raw -352610.827297 + Penalty 2595.061102 = -350015.766196 nChanged 44 SP:Iteration 11Q (4772.154573 sec): 3 clusters Score: Raw -352642.984806 + Penalty 2595.061102 = -350047.923704 nChanged 45 SP:Iteration 12Q (4772.204633 sec): 3 clusters Score: Raw -352672.745398 + Penalty 2595.061102 = -350077.684297 nChanged 42 SP:Iteration 13Q (4772.243320 sec): 3 clusters Score: Raw -352700.724440 + Penalty 2595.061102 = -350105.663338 nChanged 36 SP:Iteration 14Q (4772.290248 sec): 3 clusters Score: Raw -352720.150640 + Penalty 2595.061102 = -350125.089538 nChanged 24 SP:Iteration 15Q (4772.305451 sec): 3 clusters Score: Raw -352731.516160 + Penalty 2595.061102 = -350136.455059 nChanged 20 SP:Iteration 16Q (4772.323197 sec): 3 clusters Score: Raw -352743.687006 + Penalty 2595.061102 = -350148.625904 nChanged 20 SP:Iteration 17Q (4772.343705 sec): 3 clusters Score: Raw -352754.297758 + Penalty 2595.061102 = -350159.236656 nChanged 14 SP:Iteration 18Q (4772.361382 sec): 3 clusters Score: Raw -352761.081169 + Penalty 2595.061102 = -350166.020067 nChanged 17 SP:Iteration 19Q (4772.378936 sec): 3 clusters Score: Raw -352770.036842 + Penalty 2595.061102 = -350174.975740 nChanged 17 SP:Iteration 20F (4772.396730 sec): 3 clusters Score: Raw -352780.239459 + Penalty 2595.061102 = -350185.178358 nChanged 19 SP:Iteration 21Q (4772.420963 sec): 3 clusters Score: Raw -352791.370558 + Penalty 2595.061102 = -350196.309456 nChanged 15 SP:Iteration 22Q (4772.438821 sec): 3 clusters Score: Raw -352799.131204 + Penalty 2595.061102 = -350204.070103 nChanged 4 SP:Iteration 23Q (4772.456330 sec): 3 clusters Score: Raw -352800.386530 + Penalty 2595.061102 = -350205.325429 nChanged 4 SP:Iteration 24Q (4772.473820 sec): 3 clusters Score: Raw -352801.703546 + Penalty 2595.061102 = -350206.642444 nChanged 4 SP:Iteration 25Q (4772.498444 sec): 3 clusters Score: Raw -352805.814381 + Penalty 2595.061102 = -350210.753279 nChanged 1 SP:Iteration 26Q (4772.515954 sec): 3 clusters Score: Raw -352806.169228 + Penalty 2595.061102 = -350211.108126 nChanged 3 SP:Iteration 27Q (4772.533606 sec): 3 clusters Score: Raw -352807.135806 + Penalty 2595.061102 = -350212.074704 nChanged 4 SP:Iteration 28Q (4772.558787 sec): 3 clusters Score: Raw -352809.382035 + Penalty 2595.061102 = -350214.320933 nChanged 7 SP:Iteration 29Q (4772.578086 sec): 3 clusters Score: Raw -352812.263182 + Penalty 2595.061102 = -350217.202081 nChanged 5 SP:Iteration 30Q (4772.618617 sec): 3 clusters Score: Raw -352814.105468 + Penalty 2595.061102 = -350219.044366 nChanged 6 SP:Iteration 31Q (4772.668974 sec): 3 clusters Score: Raw -352817.669222 + Penalty 2595.061102 = -350222.608120 nChanged 6 SP:Iteration 32Q (4772.700389 sec): 3 clusters Score: Raw -352821.552999 + Penalty 2595.061102 = -350226.491897 nChanged 3 SP:Iteration 33Q (4772.715489 sec): 3 clusters Score: Raw -352825.664637 + Penalty 2595.061102 = -350230.603535 nChanged 5 SP:Iteration 34Q (4772.730055 sec): 3 clusters Score: Raw -352828.130148 + Penalty 2595.061102 = -350233.069046 nChanged 3 SP:Iteration 35Q (4772.755301 sec): 3 clusters Score: Raw -352830.051022 + Penalty 2595.061102 = -350234.989920 nChanged 3 SP:Iteration 36Q (4772.770031 sec): 3 clusters Score: Raw -352832.262688 + Penalty 2595.061102 = -350237.201586 nChanged 7 SP:Iteration 37Q (4772.794096 sec): 3 clusters Score: Raw -352837.641223 + Penalty 2595.061102 = -350242.580122 nChanged 10 SP:Iteration 38Q (4772.808755 sec): 3 clusters Score: Raw -352844.943791 + Penalty 2595.061102 = -350249.882690 nChanged 6 SP:Iteration 39Q (4772.823148 sec): 3 clusters Score: Raw -352848.636928 + Penalty 2595.061102 = -350253.575827 nChanged 3 SP:Iteration 40F (4772.837945 sec): 3 clusters Score: Raw -352850.946590 + Penalty 2595.061102 = -350255.885488 nChanged 0 Trying to split cluster 28 (7375 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4772.859664 sec): 2 clusters Score: Raw -947701.072096 + Penalty 1447.200817 = -946253.871279 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4772.884265 sec): 3 clusters Score: Raw -943629.759754 + Penalty 2894.401634 = -940735.358120 nChanged 3126 SP:Iteration 1F (4772.908433 sec): 3 clusters Score: Raw -945409.806188 + Penalty 2894.401634 = -942515.404554 nChanged 566 SP:Iteration 2F (4772.959962 sec): 3 clusters Score: Raw -945776.862333 + Penalty 2894.401634 = -942882.460699 nChanged 472 SP:Iteration 3F (4772.982917 sec): 3 clusters Score: Raw -946172.563285 + Penalty 2894.401634 = -943278.161651 nChanged 501 SP:Iteration 4F (4773.006976 sec): 3 clusters Score: Raw -946706.924971 + Penalty 2894.401634 = -943812.523337 nChanged 566 SP:Iteration 5F (4773.031223 sec): 3 clusters Score: Raw -947251.708633 + Penalty 2894.401634 = -944357.306999 nChanged 528 SP:Iteration 6F (4773.055586 sec): 3 clusters Score: Raw -947711.748336 + Penalty 2894.401634 = -944817.346702 nChanged 432 SP:Iteration 7F (4773.079285 sec): 3 clusters Score: Raw -948005.454710 + Penalty 2894.401634 = -945111.053076 nChanged 326 SP:Iteration 8Q (4773.102900 sec): 3 clusters Score: Raw -948195.425529 + Penalty 2894.401634 = -945301.023895 nChanged 231 SP:Iteration 9Q (4773.130685 sec): 3 clusters Score: Raw -948301.707765 + Penalty 2894.401634 = -945407.306131 nChanged 159 SP:Iteration 10Q (4773.154477 sec): 3 clusters Score: Raw -948361.397865 + Penalty 2894.401634 = -945466.996231 nChanged 105 SP:Iteration 11Q (4773.178392 sec): 3 clusters Score: Raw -948396.108249 + Penalty 2894.401634 = -945501.706615 nChanged 77 SP:Iteration 12Q (4773.205497 sec): 3 clusters Score: Raw -948420.253367 + Penalty 2894.401634 = -945525.851733 nChanged 62 SP:Iteration 13Q (4773.229617 sec): 3 clusters Score: Raw -948437.839031 + Penalty 2894.401634 = -945543.437397 nChanged 62 SP:Iteration 14Q (4773.257543 sec): 3 clusters Score: Raw -948457.597194 + Penalty 2894.401634 = -945563.195560 nChanged 50 SP:Iteration 15Q (4773.286642 sec): 3 clusters Score: Raw -948468.492204 + Penalty 2894.401634 = -945574.090570 nChanged 32 SP:Iteration 16Q (4773.309755 sec): 3 clusters Score: Raw -948476.352153 + Penalty 2894.401634 = -945581.950519 nChanged 26 SP:Iteration 17Q (4773.339051 sec): 3 clusters Score: Raw -948481.872699 + Penalty 2894.401634 = -945587.471065 nChanged 23 SP:Iteration 18Q (4773.368581 sec): 3 clusters Score: Raw -948485.742175 + Penalty 2894.401634 = -945591.340541 nChanged 18 SP:Iteration 19Q (4773.397452 sec): 3 clusters Score: Raw -948488.664127 + Penalty 2894.401634 = -945594.262493 nChanged 10 SP:Iteration 20F (4773.427056 sec): 3 clusters Score: Raw -948489.962525 + Penalty 2894.401634 = -945595.560891 nChanged 10 SP:Iteration 21Q (4773.450374 sec): 3 clusters Score: Raw -948491.469312 + Penalty 2894.401634 = -945597.067678 nChanged 11 SP:Iteration 22Q (4773.473694 sec): 3 clusters Score: Raw -948493.515473 + Penalty 2894.401634 = -945599.113839 nChanged 10 SP:Iteration 23Q (4773.512131 sec): 3 clusters Score: Raw -948495.424583 + Penalty 2894.401634 = -945601.022949 nChanged 9 SP:Iteration 24Q (4773.570305 sec): 3 clusters Score: Raw -948496.785545 + Penalty 2894.401634 = -945602.383911 nChanged 6 SP:Iteration 25Q (4773.630282 sec): 3 clusters Score: Raw -948497.357917 + Penalty 2894.401634 = -945602.956283 nChanged 2 SP:Iteration 26Q (4773.690035 sec): 3 clusters Score: Raw -948497.888522 + Penalty 2894.401634 = -945603.486888 nChanged 3 SP:Iteration 27Q (4773.745344 sec): 3 clusters Score: Raw -948498.298533 + Penalty 2894.401634 = -945603.896899 nChanged 2 SP:Iteration 28Q (4773.798740 sec): 3 clusters Score: Raw -948498.498245 + Penalty 2894.401634 = -945604.096612 nChanged 0 SP:Iteration 29F (4773.857956 sec): 3 clusters Score: Raw -948498.498245 + Penalty 2894.401634 = -945604.096612 nChanged 0 Trying to split cluster 29 (132520 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4774.036670 sec): 2 clusters Score: Raw -17800459.357464 + Penalty 1916.604439 = -17798542.753025 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4774.277160 sec): 3 clusters Score: Raw -17713242.014927 + Penalty 3833.208878 = -17709408.806049 nChanged 64071 SP:Iteration 1F (4774.520046 sec): 3 clusters Score: Raw -17751500.728062 + Penalty 3833.208878 = -17747667.519183 nChanged 5194 SP:Iteration 2Q (4774.764918 sec): 3 clusters Score: Raw -17753186.114800 + Penalty 3833.208878 = -17749352.905922 nChanged 5695 SP:Iteration 3Q (4775.021289 sec): 3 clusters Score: Raw -17755520.340233 + Penalty 3833.208878 = -17751687.131355 nChanged 6489 SP:Iteration 4Q (4775.281582 sec): 3 clusters Score: Raw -17758783.308573 + Penalty 3833.208878 = -17754950.099694 nChanged 7411 SP:Iteration 5F (4775.523901 sec): 3 clusters Score: Raw -17762928.583276 + Penalty 3833.208878 = -17759095.374398 nChanged 7989 SP:Iteration 6F (4775.767975 sec): 3 clusters Score: Raw -17767711.900255 + Penalty 3833.208878 = -17763878.691376 nChanged 8144 SP:Iteration 7F (4776.006790 sec): 3 clusters Score: Raw -17772623.803246 + Penalty 3833.208878 = -17768790.594368 nChanged 7475 SP:Iteration 8F (4776.248562 sec): 3 clusters Score: Raw -17777053.361623 + Penalty 3833.208878 = -17773220.152745 nChanged 6528 SP:Iteration 9Q (4776.504977 sec): 3 clusters Score: Raw -17780388.666488 + Penalty 3833.208878 = -17776555.457610 nChanged 4850 SP:Iteration 10Q (4776.758858 sec): 3 clusters Score: Raw -17782252.648655 + Penalty 3833.208878 = -17778419.439777 nChanged 3289 SP:Iteration 11Q (4777.011379 sec): 3 clusters Score: Raw -17783165.285280 + Penalty 3833.208878 = -17779332.076402 nChanged 2229 SP:Iteration 12Q (4777.262221 sec): 3 clusters Score: Raw -17783661.479706 + Penalty 3833.208878 = -17779828.270828 nChanged 1708 SP:Iteration 13Q (4777.513449 sec): 3 clusters Score: Raw -17784014.747254 + Penalty 3833.208878 = -17780181.538375 nChanged 1467 SP:Iteration 14Q (4777.728208 sec): 3 clusters Score: Raw -17784296.721856 + Penalty 3833.208878 = -17780463.512978 nChanged 1415 SP:Iteration 15Q (4777.966799 sec): 3 clusters Score: Raw -17784565.472304 + Penalty 3833.208878 = -17780732.263426 nChanged 1373 SP:Iteration 16Q (4778.206520 sec): 3 clusters Score: Raw -17784825.993934 + Penalty 3833.208878 = -17780992.785056 nChanged 1288 SP:Iteration 17Q (4778.455602 sec): 3 clusters Score: Raw -17785072.866404 + Penalty 3833.208878 = -17781239.657525 nChanged 1286 SP:Iteration 18Q (4778.689686 sec): 3 clusters Score: Raw -17785314.348378 + Penalty 3833.208878 = -17781481.139500 nChanged 1245 SP:Iteration 19Q (4778.909203 sec): 3 clusters Score: Raw -17785536.119062 + Penalty 3833.208878 = -17781702.910184 nChanged 1192 SP:Iteration 20F (4779.122436 sec): 3 clusters Score: Raw -17785740.596491 + Penalty 3833.208878 = -17781907.387613 nChanged 1118 SP:Iteration 21Q (4779.335843 sec): 3 clusters Score: Raw -17785928.110714 + Penalty 3833.208878 = -17782094.901836 nChanged 1134 SP:Iteration 22Q (4779.550006 sec): 3 clusters Score: Raw -17786119.824293 + Penalty 3833.208878 = -17782286.615415 nChanged 1100 SP:Iteration 23Q (4779.767421 sec): 3 clusters Score: Raw -17786313.477145 + Penalty 3833.208878 = -17782480.268267 nChanged 1150 SP:Iteration 24Q (4780.014796 sec): 3 clusters Score: Raw -17786513.464187 + Penalty 3833.208878 = -17782680.255309 nChanged 1131 SP:Iteration 25Q (4780.260374 sec): 3 clusters Score: Raw -17786708.260112 + Penalty 3833.208878 = -17782875.051234 nChanged 1177 SP:Iteration 26Q (4780.507103 sec): 3 clusters Score: Raw -17786918.868044 + Penalty 3833.208878 = -17783085.659166 nChanged 1178 SP:Iteration 27Q (4780.753899 sec): 3 clusters Score: Raw -17787137.661986 + Penalty 3833.208878 = -17783304.453108 nChanged 1222 SP:Iteration 28Q (4780.999787 sec): 3 clusters Score: Raw -17787370.241798 + Penalty 3833.208878 = -17783537.032919 nChanged 1237 SP:Iteration 29Q (4781.241216 sec): 3 clusters Score: Raw -17787610.517640 + Penalty 3833.208878 = -17783777.308761 nChanged 1317 SP:Iteration 30Q (4781.486308 sec): 3 clusters Score: Raw -17787868.348030 + Penalty 3833.208878 = -17784035.139152 nChanged 1345 SP:Iteration 31Q (4781.720460 sec): 3 clusters Score: Raw -17788135.016351 + Penalty 3833.208878 = -17784301.807473 nChanged 1349 SP:Iteration 32Q (4781.964945 sec): 3 clusters Score: Raw -17788418.439160 + Penalty 3833.208878 = -17784585.230281 nChanged 1460 SP:Iteration 33Q (4782.207258 sec): 3 clusters Score: Raw -17788734.346713 + Penalty 3833.208878 = -17784901.137835 nChanged 1486 SP:Iteration 34Q (4782.449101 sec): 3 clusters Score: Raw -17789065.658684 + Penalty 3833.208878 = -17785232.449806 nChanged 1470 SP:Iteration 35Q (4782.669416 sec): 3 clusters Score: Raw -17789394.203169 + Penalty 3833.208878 = -17785560.994291 nChanged 1502 SP:Iteration 36Q (4782.873904 sec): 3 clusters Score: Raw -17789717.207278 + Penalty 3833.208878 = -17785883.998400 nChanged 1520 SP:Iteration 37Q (4783.078682 sec): 3 clusters Score: Raw -17790055.955760 + Penalty 3833.208878 = -17786222.746882 nChanged 1538 SP:Iteration 38Q (4783.288229 sec): 3 clusters Score: Raw -17790401.590454 + Penalty 3833.208878 = -17786568.381576 nChanged 1609 SP:Iteration 39Q (4783.496344 sec): 3 clusters Score: Raw -17790777.652247 + Penalty 3833.208878 = -17786944.443369 nChanged 1622 SP:Iteration 40F (4783.709639 sec): 3 clusters Score: Raw -17791179.284235 + Penalty 3833.208878 = -17787346.075356 nChanged 1676 SP:Iteration 41Q (4783.916235 sec): 3 clusters Score: Raw -17791626.468073 + Penalty 3833.208878 = -17787793.259194 nChanged 1732 SP:Iteration 42Q (4784.121799 sec): 3 clusters Score: Raw -17792119.141949 + Penalty 3833.208878 = -17788285.933071 nChanged 1762 SP:Iteration 43Q (4784.324124 sec): 3 clusters Score: Raw -17792639.327536 + Penalty 3833.208878 = -17788806.118658 nChanged 1732 SP:Iteration 44Q (4784.536364 sec): 3 clusters Score: Raw -17793179.850525 + Penalty 3833.208878 = -17789346.641647 nChanged 1791 SP:Iteration 45Q (4784.757735 sec): 3 clusters Score: Raw -17793772.712817 + Penalty 3833.208878 = -17789939.503939 nChanged 1769 SP:Iteration 46Q (4784.977408 sec): 3 clusters Score: Raw -17794384.019738 + Penalty 3833.208878 = -17790550.810860 nChanged 1759 SP:Iteration 47Q (4785.192011 sec): 3 clusters Score: Raw -17795009.319021 + Penalty 3833.208878 = -17791176.110142 nChanged 1679 SP:Iteration 48Q (4785.409925 sec): 3 clusters Score: Raw -17795620.674643 + Penalty 3833.208878 = -17791787.465764 nChanged 1612 SP:Iteration 49Q (4785.627148 sec): 3 clusters Score: Raw -17796240.556584 + Penalty 3833.208878 = -17792407.347706 nChanged 1469 SP:Iteration 50Q (4785.840361 sec): 3 clusters Score: Raw -17796804.434398 + Penalty 3833.208878 = -17792971.225520 nChanged 1312 SP:Iteration 51Q (4786.051076 sec): 3 clusters Score: Raw -17797309.495987 + Penalty 3833.208878 = -17793476.287109 nChanged 1169 SP:Iteration 52Q (4786.257749 sec): 3 clusters Score: Raw -17797756.599212 + Penalty 3833.208878 = -17793923.390334 nChanged 1113 SP:Iteration 53Q (4786.476083 sec): 3 clusters Score: Raw -17798190.091170 + Penalty 3833.208878 = -17794356.882292 nChanged 999 SP:Iteration 54Q (4786.691054 sec): 3 clusters Score: Raw -17798581.457183 + Penalty 3833.208878 = -17794748.248304 nChanged 894 SP:Iteration 55Q (4786.905729 sec): 3 clusters Score: Raw -17798928.721036 + Penalty 3833.208878 = -17795095.512158 nChanged 786 SP:Iteration 56Q (4787.110116 sec): 3 clusters Score: Raw -17799243.303029 + Penalty 3833.208878 = -17795410.094151 nChanged 681 SP:Iteration 57Q (4787.316717 sec): 3 clusters Score: Raw -17799511.172682 + Penalty 3833.208878 = -17795677.963803 nChanged 565 SP:Iteration 58Q (4787.516901 sec): 3 clusters Score: Raw -17799739.433932 + Penalty 3833.208878 = -17795906.225054 nChanged 499 SP:Iteration 59Q (4787.707192 sec): 3 clusters Score: Raw -17799947.442453 + Penalty 3833.208878 = -17796114.233574 nChanged 452 SP:Iteration 60F (4787.928023 sec): 3 clusters Score: Raw -17800136.306894 + Penalty 3833.208878 = -17796303.098015 nChanged 398 SP:Iteration 61Q (4788.125818 sec): 3 clusters Score: Raw -17800305.005950 + Penalty 3833.208878 = -17796471.797072 nChanged 329 SP:Iteration 62Q (4788.317969 sec): 3 clusters Score: Raw -17800448.203484 + Penalty 3833.208878 = -17796614.994605 nChanged 233 SP:Iteration 63Q (4788.515650 sec): 3 clusters Score: Raw -17800538.185321 + Penalty 3833.208878 = -17796704.976443 nChanged 184 SP:Iteration 64Q (4788.712889 sec): 3 clusters Score: Raw -17800609.791364 + Penalty 3833.208878 = -17796776.582486 nChanged 170 SP:Iteration 65Q (4788.907300 sec): 3 clusters Score: Raw -17800674.696993 + Penalty 3833.208878 = -17796841.488115 nChanged 119 SP:Iteration 66Q (4789.091159 sec): 3 clusters Score: Raw -17800719.082091 + Penalty 3833.208878 = -17796885.873213 nChanged 94 SP:Iteration 67Q (4789.287777 sec): 3 clusters Score: Raw -17800753.419159 + Penalty 3833.208878 = -17796920.210280 nChanged 81 SP:Iteration 68Q (4789.481220 sec): 3 clusters Score: Raw -17800784.340788 + Penalty 3833.208878 = -17796951.131910 nChanged 88 SP:Iteration 69Q (4789.675709 sec): 3 clusters Score: Raw -17800814.582842 + Penalty 3833.208878 = -17796981.373964 nChanged 73 SP:Iteration 70Q (4789.869358 sec): 3 clusters Score: Raw -17800836.786002 + Penalty 3833.208878 = -17797003.577124 nChanged 58 SP:Iteration 71Q (4790.053075 sec): 3 clusters Score: Raw -17800854.605741 + Penalty 3833.208878 = -17797021.396862 nChanged 42 SP:Iteration 72Q (4790.243038 sec): 3 clusters Score: Raw -17800866.867637 + Penalty 3833.208878 = -17797033.658759 nChanged 35 SP:Iteration 73Q (4790.444762 sec): 3 clusters Score: Raw -17800879.623733 + Penalty 3833.208878 = -17797046.414854 nChanged 32 SP:Iteration 74Q (4790.648863 sec): 3 clusters Score: Raw -17800890.953794 + Penalty 3833.208878 = -17797057.744915 nChanged 33 SP:Iteration 75Q (4790.851659 sec): 3 clusters Score: Raw -17800902.407275 + Penalty 3833.208878 = -17797069.198397 nChanged 32 SP:Iteration 76Q (4791.056067 sec): 3 clusters Score: Raw -17800914.856016 + Penalty 3833.208878 = -17797081.647138 nChanged 21 SP:Iteration 77Q (4791.221040 sec): 3 clusters Score: Raw -17800919.814760 + Penalty 3833.208878 = -17797086.605882 nChanged 14 SP:Iteration 78Q (4791.399461 sec): 3 clusters Score: Raw -17800923.361924 + Penalty 3833.208878 = -17797090.153046 nChanged 16 SP:Iteration 79Q (4791.567029 sec): 3 clusters Score: Raw -17800927.123974 + Penalty 3833.208878 = -17797093.915096 nChanged 17 SP:Iteration 80F (4791.770216 sec): 3 clusters Score: Raw -17800931.207741 + Penalty 3833.208878 = -17797097.998862 nChanged 18 SP:Iteration 81Q (4791.969786 sec): 3 clusters Score: Raw -17800936.224545 + Penalty 3833.208878 = -17797103.015667 nChanged 18 SP:Iteration 82Q (4792.161260 sec): 3 clusters Score: Raw -17800941.746699 + Penalty 3833.208878 = -17797108.537821 nChanged 18 SP:Iteration 83Q (4792.355962 sec): 3 clusters Score: Raw -17800946.507390 + Penalty 3833.208878 = -17797113.298512 nChanged 12 SP:Iteration 84Q (4792.544632 sec): 3 clusters Score: Raw -17800949.585233 + Penalty 3833.208878 = -17797116.376355 nChanged 10 SP:Iteration 85Q (4792.737109 sec): 3 clusters Score: Raw -17800952.216528 + Penalty 3833.208878 = -17797119.007650 nChanged 10 SP:Iteration 86Q (4792.903879 sec): 3 clusters Score: Raw -17800955.071652 + Penalty 3833.208878 = -17797121.862774 nChanged 9 SP:Iteration 87Q (4793.077378 sec): 3 clusters Score: Raw -17800957.992338 + Penalty 3833.208878 = -17797124.783460 nChanged 9 SP:Iteration 88Q (4793.277229 sec): 3 clusters Score: Raw -17800959.926426 + Penalty 3833.208878 = -17797126.717548 nChanged 4 SP:Iteration 89Q (4793.481136 sec): 3 clusters Score: Raw -17800960.922135 + Penalty 3833.208878 = -17797127.713256 nChanged 7 SP:Iteration 90Q (4793.684217 sec): 3 clusters Score: Raw -17800962.529186 + Penalty 3833.208878 = -17797129.320308 nChanged 3 SP:Iteration 91Q (4793.879763 sec): 3 clusters Score: Raw -17800963.163547 + Penalty 3833.208878 = -17797129.954668 nChanged 2 SP:Iteration 92Q (4794.077656 sec): 3 clusters Score: Raw -17800963.643083 + Penalty 3833.208878 = -17797130.434204 nChanged 3 SP:Iteration 93Q (4794.278677 sec): 3 clusters Score: Raw -17800964.372448 + Penalty 3833.208878 = -17797131.163569 nChanged 3 SP:Iteration 94Q (4794.482524 sec): 3 clusters Score: Raw -17800965.074114 + Penalty 3833.208878 = -17797131.865235 nChanged 4 SP:Iteration 95Q (4794.683829 sec): 3 clusters Score: Raw -17800965.794284 + Penalty 3833.208878 = -17797132.585406 nChanged 2 SP:Iteration 96Q (4794.879270 sec): 3 clusters Score: Raw -17800966.478260 + Penalty 3833.208878 = -17797133.269382 nChanged 5 SP:Iteration 97Q (4795.081127 sec): 3 clusters Score: Raw -17800967.793714 + Penalty 3833.208878 = -17797134.584835 nChanged 9 SP:Iteration 98Q (4795.281946 sec): 3 clusters Score: Raw -17800970.816358 + Penalty 3833.208878 = -17797137.607479 nChanged 8 SP:Iteration 99Q (4795.483430 sec): 3 clusters Score: Raw -17800973.690164 + Penalty 3833.208878 = -17797140.481286 nChanged 9 SP:Iteration 100F (4795.718706 sec): 3 clusters Score: Raw -17800975.923269 + Penalty 3833.208878 = -17797142.714391 nChanged 7 SP:Iteration 101Q (4795.919666 sec): 3 clusters Score: Raw -17800977.643607 + Penalty 3833.208878 = -17797144.434729 nChanged 6 SP:Iteration 102Q (4796.090875 sec): 3 clusters Score: Raw -17800978.745278 + Penalty 3833.208878 = -17797145.536400 nChanged 2 SP:Iteration 103Q (4796.261763 sec): 3 clusters Score: Raw -17800979.363083 + Penalty 3833.208878 = -17797146.154204 nChanged 3 SP:Iteration 104Q (4796.426459 sec): 3 clusters Score: Raw -17800980.248592 + Penalty 3833.208878 = -17797147.039714 nChanged 4 SP:Iteration 105Q (4796.600136 sec): 3 clusters Score: Raw -17800981.430855 + Penalty 3833.208878 = -17797148.221976 nChanged 5 SP:Iteration 106Q (4796.777164 sec): 3 clusters Score: Raw -17800982.797699 + Penalty 3833.208878 = -17797149.588821 nChanged 4 SP:Iteration 107Q (4796.973488 sec): 3 clusters Score: Raw -17800983.722545 + Penalty 3833.208878 = -17797150.513666 nChanged 3 SP:Iteration 108Q (4797.150925 sec): 3 clusters Score: Raw -17800984.371540 + Penalty 3833.208878 = -17797151.162662 nChanged 3 SP:Iteration 109Q (4797.317554 sec): 3 clusters Score: Raw -17800985.069663 + Penalty 3833.208878 = -17797151.860785 nChanged 2 SP:Iteration 110Q (4797.492652 sec): 3 clusters Score: Raw -17800985.282717 + Penalty 3833.208878 = -17797152.073839 nChanged 1 SP:Iteration 111Q (4797.672219 sec): 3 clusters Score: Raw -17800985.408749 + Penalty 3833.208878 = -17797152.199871 nChanged 0 SP:Iteration 112F (4797.896351 sec): 3 clusters Score: Raw -17800985.408749 + Penalty 3833.208878 = -17797152.199871 nChanged 0 Trying to split cluster 30 (6216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (4797.914344 sec): 2 clusters Score: Raw -841287.749442 + Penalty 1419.418307 = -839868.331135 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (4797.967952 sec): 3 clusters Score: Raw -837981.571268 + Penalty 2838.836615 = -835142.734653 nChanged 2551 SP:Iteration 1F (4798.012228 sec): 3 clusters Score: Raw -839396.742687 + Penalty 2838.836615 = -836557.906072 nChanged 432 SP:Iteration 2F (4798.067321 sec): 3 clusters Score: Raw -839620.500274 + Penalty 2838.836615 = -836781.663659 nChanged 315 SP:Iteration 3F (4798.119345 sec): 3 clusters Score: Raw -839764.162428 + Penalty 2838.836615 = -836925.325813 nChanged 248 SP:Iteration 4Q (4798.172065 sec): 3 clusters Score: Raw -839876.983107 + Penalty 2838.836615 = -837038.146492 nChanged 210 SP:Iteration 5Q (4798.224058 sec): 3 clusters Score: Raw -839984.541240 + Penalty 2838.836615 = -837145.704625 nChanged 214 SP:Iteration 6Q (4798.277748 sec): 3 clusters Score: Raw -840087.807837 + Penalty 2838.836615 = -837248.971222 nChanged 200 SP:Iteration 7Q (4798.329759 sec): 3 clusters Score: Raw -840185.978437 + Penalty 2838.836615 = -837347.141822 nChanged 214 SP:Iteration 8Q (4798.382351 sec): 3 clusters Score: Raw -840315.224635 + Penalty 2838.836615 = -837476.388020 nChanged 222 SP:Iteration 9Q (4798.435294 sec): 3 clusters Score: Raw -840449.482927 + Penalty 2838.836615 = -837610.646312 nChanged 214 SP:Iteration 10Q (4798.489820 sec): 3 clusters Score: Raw -840588.122255 + Penalty 2838.836615 = -837749.285640 nChanged 211 SP:Iteration 11Q (4798.543611 sec): 3 clusters Score: Raw -840719.491655 + Penalty 2838.836615 = -837880.655040 nChanged 196 SP:Iteration 12Q (4798.592583 sec): 3 clusters Score: Raw -840828.069353 + Penalty 2838.836615 = -837989.232739 nChanged 195 SP:Iteration 13Q (4798.645674 sec): 3 clusters Score: Raw -840948.789284 + Penalty 2838.836615 = -838109.952669 nChanged 192 SP:Iteration 14Q (4798.703426 sec): 3 clusters Score: Raw -841057.165871 + Penalty 2838.836615 = -838218.329257 nChanged 157 SP:Iteration 15Q (4798.755751 sec): 3 clusters Score: Raw -841138.868431 + Penalty 2838.836615 = -838300.031816 nChanged 145 SP:Iteration 16Q (4798.813448 sec): 3 clusters Score: Raw -841213.174034 + Penalty 2838.836615 = -838374.337419 nChanged 125 SP:Iteration 17Q (4798.871555 sec): 3 clusters Score: Raw -841272.597804 + Penalty 2838.836615 = -838433.761189 nChanged 97 SP:Iteration 18Q (4798.930941 sec): 3 clusters Score: Raw -841316.458510 + Penalty 2838.836615 = -838477.621895 nChanged 84 SP:Iteration 19Q (4798.984107 sec): 3 clusters Score: Raw -841349.402530 + Penalty 2838.836615 = -838510.565915 nChanged 67 SP:Iteration 20F (4799.042260 sec): 3 clusters Score: Raw -841377.820770 + Penalty 2838.836615 = -838538.984155 nChanged 69 SP:Iteration 21Q (4799.101247 sec): 3 clusters Score: Raw -841412.245556 + Penalty 2838.836615 = -838573.408941 nChanged 70 SP:Iteration 22Q (4799.157486 sec): 3 clusters Score: Raw -841442.642118 + Penalty 2838.836615 = -838603.805503 nChanged 59 SP:Iteration 23Q (4799.215815 sec): 3 clusters Score: Raw -841469.520378 + Penalty 2838.836615 = -838630.683763 nChanged 62 SP:Iteration 24Q (4799.268235 sec): 3 clusters Score: Raw -841497.739299 + Penalty 2838.836615 = -838658.902685 nChanged 55 SP:Iteration 25Q (4799.326254 sec): 3 clusters Score: Raw -841527.316620 + Penalty 2838.836615 = -838688.480005 nChanged 57 SP:Iteration 26Q (4799.384182 sec): 3 clusters Score: Raw -841556.207821 + Penalty 2838.836615 = -838717.371206 nChanged 50 SP:Iteration 27Q (4799.441732 sec): 3 clusters Score: Raw -841579.951728 + Penalty 2838.836615 = -838741.115113 nChanged 43 SP:Iteration 28Q (4799.498982 sec): 3 clusters Score: Raw -841597.465848 + Penalty 2838.836615 = -838758.629233 nChanged 43 SP:Iteration 29Q (4799.556208 sec): 3 clusters Score: Raw -841619.481756 + Penalty 2838.836615 = -838780.645141 nChanged 38 SP:Iteration 30Q (4799.604012 sec): 3 clusters Score: Raw -841636.368119 + Penalty 2838.836615 = -838797.531504 nChanged 42 SP:Iteration 31Q (4799.656488 sec): 3 clusters Score: Raw -841657.197917 + Penalty 2838.836615 = -838818.361302 nChanged 38 SP:Iteration 32Q (4799.709699 sec): 3 clusters Score: Raw -841678.818468 + Penalty 2838.836615 = -838839.981853 nChanged 31 SP:Iteration 33Q (4799.768385 sec): 3 clusters Score: Raw -841692.373004 + Penalty 2838.836615 = -838853.536389 nChanged 31 SP:Iteration 34Q (4799.827674 sec): 3 clusters Score: Raw -841704.947209 + Penalty 2838.836615 = -838866.110594 nChanged 27 SP:Iteration 35Q (4799.884919 sec): 3 clusters Score: Raw -841717.002648 + Penalty 2838.836615 = -838878.166033 nChanged 33 SP:Iteration 36Q (4799.939316 sec): 3 clusters Score: Raw -841735.309144 + Penalty 2838.836615 = -838896.472529 nChanged 28 SP:Iteration 37Q (4799.997108 sec): 3 clusters Score: Raw -841748.332888 + Penalty 2838.836615 = -838909.496273 nChanged 24 SP:Iteration 38Q (4800.052396 sec): 3 clusters Score: Raw -841761.760261 + Penalty 2838.836615 = -838922.923646 nChanged 27 SP:Iteration 39Q (4800.101151 sec): 3 clusters Score: Raw -841774.100328 + Penalty 2838.836615 = -838935.263714 nChanged 24 SP:Iteration 40F (4800.161055 sec): 3 clusters Score: Raw -841786.577555 + Penalty 2838.836615 = -838947.740940 nChanged 24 SP:Iteration 41Q (4800.219012 sec): 3 clusters Score: Raw -841797.606065 + Penalty 2838.836615 = -838958.769450 nChanged 23 SP:Iteration 42Q (4800.276605 sec): 3 clusters Score: Raw -841809.121426 + Penalty 2838.836615 = -838970.284811 nChanged 17 SP:Iteration 43Q (4800.332724 sec): 3 clusters Score: Raw -841816.592022 + Penalty 2838.836615 = -838977.755407 nChanged 18 SP:Iteration 44Q (4800.400897 sec): 3 clusters Score: Raw -841824.923275 + Penalty 2838.836615 = -838986.086660 nChanged 10 SP:Iteration 45Q (4800.446417 sec): 3 clusters Score: Raw -841829.859328 + Penalty 2838.836615 = -838991.022713 nChanged 13 SP:Iteration 46Q (4800.491777 sec): 3 clusters Score: Raw -841834.213584 + Penalty 2838.836615 = -838995.376969 nChanged 12 SP:Iteration 47Q (4800.556741 sec): 3 clusters Score: Raw -841838.783485 + Penalty 2838.836615 = -838999.946870 nChanged 9 SP:Iteration 48Q (4800.601895 sec): 3 clusters Score: Raw -841841.896002 + Penalty 2838.836615 = -839003.059387 nChanged 7 SP:Iteration 49Q (4800.657884 sec): 3 clusters Score: Raw -841843.553161 + Penalty 2838.836615 = -839004.716546 nChanged 4 SP:Iteration 50Q (4800.714270 sec): 3 clusters Score: Raw -841845.116070 + Penalty 2838.836615 = -839006.279456 nChanged 1 SP:Iteration 51Q (4800.766948 sec): 3 clusters Score: Raw -841845.465039 + Penalty 2838.836615 = -839006.628424 nChanged 2 SP:Iteration 52Q (4800.835302 sec): 3 clusters Score: Raw -841845.662521 + Penalty 2838.836615 = -839006.825906 nChanged 0 SP:Iteration 53F (4800.879689 sec): 3 clusters Score: Raw -841845.662521 + Penalty 2838.836615 = -839006.825906 nChanged 0 Iteration 419Q (4807.658329 sec): 31 clusters Score: Raw -99944140.627025 + Penalty 66086.327377 = -99878054.299648 nChanged 86 Iteration 420F (4821.630060 sec): 31 clusters Score: Raw -99944143.043641 + Penalty 66086.327377 = -99878056.716264 nChanged 84 Iteration 421Q (4828.325606 sec): 31 clusters Score: Raw -99944145.791048 + Penalty 66086.327377 = -99878059.463671 nChanged 102 Iteration 422Q (4835.198742 sec): 31 clusters Score: Raw -99944149.143308 + Penalty 66086.327377 = -99878062.815931 nChanged 100 Iteration 423Q (4841.939133 sec): 31 clusters Score: Raw -99944152.163646 + Penalty 66086.327377 = -99878065.836269 nChanged 98 Iteration 424Q (4848.694890 sec): 31 clusters Score: Raw -99944155.248503 + Penalty 66086.327377 = -99878068.921126 nChanged 93 Iteration 425Q (4855.506360 sec): 31 clusters Score: Raw -99944158.298599 + Penalty 66086.327377 = -99878071.971222 nChanged 86 Iteration 426Q (4862.422187 sec): 31 clusters Score: Raw -99944161.370338 + Penalty 66086.327377 = -99878075.042961 nChanged 83 Iteration 427Q (4869.386118 sec): 31 clusters Score: Raw -99944163.847388 + Penalty 66086.327377 = -99878077.520012 nChanged 70 Iteration 428Q (4876.126228 sec): 31 clusters Score: Raw -99944165.948574 + Penalty 66086.327377 = -99878079.621197 nChanged 69 Iteration 429Q (4883.078060 sec): 31 clusters Score: Raw -99944168.282045 + Penalty 66086.327377 = -99878081.954668 nChanged 67 Iteration 430Q (4889.946457 sec): 31 clusters Score: Raw -99944171.057500 + Penalty 66086.327377 = -99878084.730123 nChanged 65 Iteration 431Q (4896.691033 sec): 31 clusters Score: Raw -99944173.549648 + Penalty 66086.327377 = -99878087.222271 nChanged 57 Iteration 432Q (4903.562027 sec): 31 clusters Score: Raw -99944175.136049 + Penalty 66086.327377 = -99878088.808672 nChanged 46 Iteration 433Q (4910.325815 sec): 31 clusters Score: Raw -99944176.526951 + Penalty 66086.327377 = -99878090.199574 nChanged 49 Iteration 434Q (4916.862726 sec): 31 clusters Score: Raw -99944177.896474 + Penalty 66086.327377 = -99878091.569097 nChanged 44 Iteration 435Q (4923.809000 sec): 31 clusters Score: Raw -99944179.217423 + Penalty 66086.327377 = -99878092.890046 nChanged 44 Iteration 436Q (4930.578901 sec): 31 clusters Score: Raw -99944180.253093 + Penalty 66086.327377 = -99878093.925716 nChanged 42 Iteration 437Q (4937.442443 sec): 31 clusters Score: Raw -99944181.184590 + Penalty 66086.327377 = -99878094.857213 nChanged 43 Iteration 438Q (4944.226369 sec): 31 clusters Score: Raw -99944182.190991 + Penalty 66086.327377 = -99878095.863614 nChanged 42 Iteration 439Q (4951.195688 sec): 31 clusters Score: Raw -99944183.152808 + Penalty 66086.327377 = -99878096.825431 nChanged 29 Iteration 440F (4965.160971 sec): 31 clusters Score: Raw -99944183.717531 + Penalty 66086.327377 = -99878097.390154 nChanged 28 Iteration 441Q (4972.066555 sec): 31 clusters Score: Raw -99944184.248980 + Penalty 66086.327377 = -99878097.921603 nChanged 24 Iteration 442Q (4978.802369 sec): 31 clusters Score: Raw -99944184.633756 + Penalty 66086.327377 = -99878098.306379 nChanged 24 Iteration 443Q (4985.542431 sec): 31 clusters Score: Raw -99944185.118970 + Penalty 66086.327377 = -99878098.791593 nChanged 21 Iteration 444Q (4992.439281 sec): 31 clusters Score: Raw -99944185.555235 + Penalty 66086.327377 = -99878099.227858 nChanged 19 Iteration 445Q (4999.136992 sec): 31 clusters Score: Raw -99944185.858456 + Penalty 66086.327377 = -99878099.531080 nChanged 14 Iteration 446Q (5005.918859 sec): 31 clusters Score: Raw -99944186.077809 + Penalty 66086.327377 = -99878099.750432 nChanged 17 Iteration 447Q (5012.780581 sec): 31 clusters Score: Raw -99944186.309015 + Penalty 66086.327377 = -99878099.981638 nChanged 22 Iteration 448Q (5019.388885 sec): 31 clusters Score: Raw -99944186.704357 + Penalty 66086.327377 = -99878100.376980 nChanged 23 Iteration 449Q (5026.169074 sec): 31 clusters Score: Raw -99944187.163877 + Penalty 66086.327377 = -99878100.836500 nChanged 32 Iteration 450Q (5032.861279 sec): 31 clusters Score: Raw -99944187.700507 + Penalty 66086.327377 = -99878101.373130 nChanged 15 Iteration 451Q (5039.383204 sec): 31 clusters Score: Raw -99944187.873157 + Penalty 66086.327377 = -99878101.545781 nChanged 9 Iteration 452Q (5045.687498 sec): 31 clusters Score: Raw -99944188.030497 + Penalty 66086.327377 = -99878101.703120 nChanged 11 Iteration 453Q (5052.010759 sec): 31 clusters Score: Raw -99944188.283974 + Penalty 66086.327377 = -99878101.956597 nChanged 15 Iteration 454Q (5058.537312 sec): 31 clusters Score: Raw -99944188.524027 + Penalty 66086.327377 = -99878102.196650 nChanged 16 Iteration 455Q (5065.098523 sec): 31 clusters Score: Raw -99944188.831525 + Penalty 66086.327377 = -99878102.504148 nChanged 22 Iteration 456Q (5071.373378 sec): 31 clusters Score: Raw -99944189.239580 + Penalty 66086.327377 = -99878102.912203 nChanged 22 Iteration 457Q (5077.726202 sec): 31 clusters Score: Raw -99944189.788331 + Penalty 66086.327377 = -99878103.460955 nChanged 16 Iteration 458Q (5084.016265 sec): 31 clusters Score: Raw -99944190.111658 + Penalty 66086.327377 = -99878103.784281 nChanged 18 Writing temp clu file Because OldScore, -99878103.460955, is greater than current (better) Score,-99878103.784281 Compute initial score before splitting: Score: Raw -99944190.111658 + Penalty 66086.327377 = -99878103.784281 Trying to split cluster 1 (8437 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5084.296266 sec): 2 clusters Score: Raw -1099614.956533 + Penalty 1469.062087 = -1098145.894445 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5084.361039 sec): 3 clusters Score: Raw -1094935.334431 + Penalty 2938.124174 = -1091997.210257 nChanged 3582 SP:Iteration 1F (5084.418234 sec): 3 clusters Score: Raw -1096906.866676 + Penalty 2938.124174 = -1093968.742502 nChanged 600 SP:Iteration 2F (5084.473316 sec): 3 clusters Score: Raw -1097245.235416 + Penalty 2938.124174 = -1094307.111241 nChanged 531 SP:Iteration 3F (5084.535658 sec): 3 clusters Score: Raw -1097555.143618 + Penalty 2938.124174 = -1094617.019444 nChanged 456 SP:Iteration 4F (5084.599774 sec): 3 clusters Score: Raw -1097804.206662 + Penalty 2938.124174 = -1094866.082488 nChanged 422 SP:Iteration 5F (5084.659739 sec): 3 clusters Score: Raw -1098043.657987 + Penalty 2938.124174 = -1095105.533813 nChanged 381 SP:Iteration 6Q (5084.707178 sec): 3 clusters Score: Raw -1098237.431711 + Penalty 2938.124174 = -1095299.307537 nChanged 329 SP:Iteration 7Q (5084.763810 sec): 3 clusters Score: Raw -1098397.103448 + Penalty 2938.124174 = -1095458.979274 nChanged 287 SP:Iteration 8Q (5084.829369 sec): 3 clusters Score: Raw -1098517.666473 + Penalty 2938.124174 = -1095579.542299 nChanged 237 SP:Iteration 9Q (5084.886604 sec): 3 clusters Score: Raw -1098608.792650 + Penalty 2938.124174 = -1095670.668476 nChanged 218 SP:Iteration 10Q (5084.932433 sec): 3 clusters Score: Raw -1098696.966519 + Penalty 2938.124174 = -1095758.842345 nChanged 211 SP:Iteration 11Q (5084.999168 sec): 3 clusters Score: Raw -1098779.520401 + Penalty 2938.124174 = -1095841.396227 nChanged 204 SP:Iteration 12Q (5085.053359 sec): 3 clusters Score: Raw -1098879.093047 + Penalty 2938.124174 = -1095940.968873 nChanged 218 SP:Iteration 13Q (5085.123599 sec): 3 clusters Score: Raw -1098996.475129 + Penalty 2938.124174 = -1096058.350955 nChanged 199 SP:Iteration 14Q (5085.183885 sec): 3 clusters Score: Raw -1099095.753718 + Penalty 2938.124174 = -1096157.629544 nChanged 175 SP:Iteration 15Q (5085.239650 sec): 3 clusters Score: Raw -1099191.578403 + Penalty 2938.124174 = -1096253.454228 nChanged 170 SP:Iteration 16Q (5085.300600 sec): 3 clusters Score: Raw -1099269.727883 + Penalty 2938.124174 = -1096331.603709 nChanged 148 SP:Iteration 17Q (5085.351364 sec): 3 clusters Score: Raw -1099341.453069 + Penalty 2938.124174 = -1096403.328895 nChanged 138 SP:Iteration 18Q (5085.410100 sec): 3 clusters Score: Raw -1099405.257081 + Penalty 2938.124174 = -1096467.132906 nChanged 108 SP:Iteration 19Q (5085.464046 sec): 3 clusters Score: Raw -1099446.740347 + Penalty 2938.124174 = -1096508.616173 nChanged 84 SP:Iteration 20F (5085.513534 sec): 3 clusters Score: Raw -1099475.294379 + Penalty 2938.124174 = -1096537.170204 nChanged 67 SP:Iteration 21Q (5085.570882 sec): 3 clusters Score: Raw -1099496.671389 + Penalty 2938.124174 = -1096558.547215 nChanged 62 SP:Iteration 22Q (5085.620717 sec): 3 clusters Score: Raw -1099513.438674 + Penalty 2938.124174 = -1096575.314500 nChanged 43 SP:Iteration 23Q (5085.676202 sec): 3 clusters Score: Raw -1099523.401661 + Penalty 2938.124174 = -1096585.277486 nChanged 37 SP:Iteration 24Q (5085.740640 sec): 3 clusters Score: Raw -1099530.191516 + Penalty 2938.124174 = -1096592.067342 nChanged 29 SP:Iteration 25Q (5085.802177 sec): 3 clusters Score: Raw -1099534.812798 + Penalty 2938.124174 = -1096596.688624 nChanged 22 SP:Iteration 26Q (5085.845491 sec): 3 clusters Score: Raw -1099539.058663 + Penalty 2938.124174 = -1096600.934489 nChanged 19 SP:Iteration 27Q (5085.910392 sec): 3 clusters Score: Raw -1099541.903632 + Penalty 2938.124174 = -1096603.779458 nChanged 12 SP:Iteration 28Q (5085.960231 sec): 3 clusters Score: Raw -1099543.664726 + Penalty 2938.124174 = -1096605.540552 nChanged 12 SP:Iteration 29Q (5086.020896 sec): 3 clusters Score: Raw -1099545.571085 + Penalty 2938.124174 = -1096607.446911 nChanged 9 SP:Iteration 30Q (5086.082719 sec): 3 clusters Score: Raw -1099546.405730 + Penalty 2938.124174 = -1096608.281555 nChanged 3 SP:Iteration 31Q (5086.150288 sec): 3 clusters Score: Raw -1099547.203630 + Penalty 2938.124174 = -1096609.079456 nChanged 6 SP:Iteration 32Q (5086.212059 sec): 3 clusters Score: Raw -1099547.901354 + Penalty 2938.124174 = -1096609.777180 nChanged 3 SP:Iteration 33Q (5086.262321 sec): 3 clusters Score: Raw -1099548.366348 + Penalty 2938.124174 = -1096610.242174 nChanged 6 SP:Iteration 34Q (5086.327963 sec): 3 clusters Score: Raw -1099549.081413 + Penalty 2938.124174 = -1096610.957239 nChanged 6 SP:Iteration 35Q (5086.384100 sec): 3 clusters Score: Raw -1099549.710208 + Penalty 2938.124174 = -1096611.586034 nChanged 5 SP:Iteration 36Q (5086.429094 sec): 3 clusters Score: Raw -1099550.126361 + Penalty 2938.124174 = -1096612.002187 nChanged 2 SP:Iteration 37Q (5086.485102 sec): 3 clusters Score: Raw -1099550.351955 + Penalty 2938.124174 = -1096612.227780 nChanged 2 SP:Iteration 38Q (5086.545727 sec): 3 clusters Score: Raw -1099550.534271 + Penalty 2938.124174 = -1096612.410097 nChanged 3 SP:Iteration 39Q (5086.597316 sec): 3 clusters Score: Raw -1099550.921030 + Penalty 2938.124174 = -1096612.796856 nChanged 2 SP:Iteration 40F (5086.655455 sec): 3 clusters Score: Raw -1099551.257887 + Penalty 2938.124174 = -1096613.133713 nChanged 2 SP:Iteration 41Q (5086.715479 sec): 3 clusters Score: Raw -1099551.366750 + Penalty 2938.124174 = -1096613.242576 nChanged 1 SP:Iteration 42Q (5086.767351 sec): 3 clusters Score: Raw -1099551.515854 + Penalty 2938.124174 = -1096613.391679 nChanged 1 SP:Iteration 43Q (5086.834917 sec): 3 clusters Score: Raw -1099551.652729 + Penalty 2938.124174 = -1096613.528555 nChanged 1 SP:Iteration 44Q (5086.881760 sec): 3 clusters Score: Raw -1099551.691640 + Penalty 2938.124174 = -1096613.567466 nChanged 0 SP:Iteration 45F (5086.942534 sec): 3 clusters Score: Raw -1099551.691640 + Penalty 2938.124174 = -1096613.567466 nChanged 0 Trying to split cluster 2 (2826 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5086.959737 sec): 2 clusters Score: Raw -359590.480639 + Penalty 1291.325354 = -358299.155285 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5087.001505 sec): 3 clusters Score: Raw -358260.146646 + Penalty 2582.650708 = -355677.495938 nChanged 1077 SP:Iteration 1F (5087.038340 sec): 3 clusters Score: Raw -358959.384341 + Penalty 2582.650708 = -356376.733633 nChanged 238 SP:Iteration 2F (5087.086937 sec): 3 clusters Score: Raw -359149.460515 + Penalty 2582.650708 = -356566.809807 nChanged 154 SP:Iteration 3F (5087.131343 sec): 3 clusters Score: Raw -359254.442159 + Penalty 2582.650708 = -356671.791451 nChanged 133 SP:Iteration 4Q (5087.182345 sec): 3 clusters Score: Raw -359357.110775 + Penalty 2582.650708 = -356774.460067 nChanged 136 SP:Iteration 5Q (5087.239066 sec): 3 clusters Score: Raw -359464.133218 + Penalty 2582.650708 = -356881.482510 nChanged 127 SP:Iteration 6Q (5087.286379 sec): 3 clusters Score: Raw -359549.333691 + Penalty 2582.650708 = -356966.682983 nChanged 92 SP:Iteration 7Q (5087.337465 sec): 3 clusters Score: Raw -359613.209274 + Penalty 2582.650708 = -357030.558566 nChanged 102 SP:Iteration 8Q (5087.380046 sec): 3 clusters Score: Raw -359699.608037 + Penalty 2582.650708 = -357116.957329 nChanged 105 SP:Iteration 9Q (5087.433840 sec): 3 clusters Score: Raw -359808.566343 + Penalty 2582.650708 = -357225.915635 nChanged 137 SP:Iteration 10Q (5087.485816 sec): 3 clusters Score: Raw -359986.505864 + Penalty 2582.650708 = -357403.855156 nChanged 130 SP:Iteration 11Q (5087.525139 sec): 3 clusters Score: Raw -360119.559913 + Penalty 2582.650708 = -357536.909205 nChanged 95 SP:Iteration 12Q (5087.581616 sec): 3 clusters Score: Raw -360223.024007 + Penalty 2582.650708 = -357640.373299 nChanged 83 SP:Iteration 13Q (5087.627509 sec): 3 clusters Score: Raw -360299.806416 + Penalty 2582.650708 = -357717.155708 nChanged 63 SP:Iteration 14Q (5087.683882 sec): 3 clusters Score: Raw -360350.660146 + Penalty 2582.650708 = -357768.009438 nChanged 41 SP:Iteration 15Q (5087.740499 sec): 3 clusters Score: Raw -360383.749214 + Penalty 2582.650708 = -357801.098506 nChanged 24 SP:Iteration 16Q (5087.793097 sec): 3 clusters Score: Raw -360409.243149 + Penalty 2582.650708 = -357826.592441 nChanged 30 SP:Iteration 17Q (5087.824017 sec): 3 clusters Score: Raw -360431.366430 + Penalty 2582.650708 = -357848.715722 nChanged 16 SP:Iteration 18Q (5087.870141 sec): 3 clusters Score: Raw -360440.597250 + Penalty 2582.650708 = -357857.946542 nChanged 12 SP:Iteration 19Q (5087.913475 sec): 3 clusters Score: Raw -360447.554787 + Penalty 2582.650708 = -357864.904079 nChanged 8 SP:Iteration 20F (5087.962809 sec): 3 clusters Score: Raw -360452.893227 + Penalty 2582.650708 = -357870.242519 nChanged 7 SP:Iteration 21Q (5088.002275 sec): 3 clusters Score: Raw -360460.030014 + Penalty 2582.650708 = -357877.379306 nChanged 10 SP:Iteration 22Q (5088.046878 sec): 3 clusters Score: Raw -360464.561011 + Penalty 2582.650708 = -357881.910303 nChanged 9 SP:Iteration 23Q (5088.105601 sec): 3 clusters Score: Raw -360468.794398 + Penalty 2582.650708 = -357886.143690 nChanged 5 SP:Iteration 24Q (5088.152686 sec): 3 clusters Score: Raw -360471.449813 + Penalty 2582.650708 = -357888.799105 nChanged 3 SP:Iteration 25Q (5088.199829 sec): 3 clusters Score: Raw -360472.494514 + Penalty 2582.650708 = -357889.843806 nChanged 1 SP:Iteration 26Q (5088.248363 sec): 3 clusters Score: Raw -360472.706136 + Penalty 2582.650708 = -357890.055428 nChanged 0 SP:Iteration 27F (5088.295054 sec): 3 clusters Score: Raw -360472.706136 + Penalty 2582.650708 = -357890.055428 nChanged 0 Trying to split cluster 3 (12212 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5088.332838 sec): 2 clusters Score: Raw -1608049.767254 + Penalty 1529.153333 = -1606520.613922 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5088.398671 sec): 3 clusters Score: Raw -1601096.816092 + Penalty 3058.306665 = -1598038.509427 nChanged 5301 SP:Iteration 1F (5088.453526 sec): 3 clusters Score: Raw -1603966.202681 + Penalty 3058.306665 = -1600907.896016 nChanged 719 SP:Iteration 2F (5088.518097 sec): 3 clusters Score: Raw -1604288.889925 + Penalty 3058.306665 = -1601230.583260 nChanged 644 SP:Iteration 3F (5088.583610 sec): 3 clusters Score: Raw -1604569.754436 + Penalty 3058.306665 = -1601511.447771 nChanged 553 SP:Iteration 4Q (5088.662321 sec): 3 clusters Score: Raw -1604800.684440 + Penalty 3058.306665 = -1601742.377775 nChanged 474 SP:Iteration 5Q (5088.732161 sec): 3 clusters Score: Raw -1605005.329933 + Penalty 3058.306665 = -1601947.023268 nChanged 451 SP:Iteration 6Q (5088.788382 sec): 3 clusters Score: Raw -1605202.426331 + Penalty 3058.306665 = -1602144.119666 nChanged 448 SP:Iteration 7Q (5088.858748 sec): 3 clusters Score: Raw -1605425.317226 + Penalty 3058.306665 = -1602367.010561 nChanged 438 SP:Iteration 8Q (5088.939900 sec): 3 clusters Score: Raw -1605670.296058 + Penalty 3058.306665 = -1602611.989393 nChanged 456 SP:Iteration 9Q (5088.999957 sec): 3 clusters Score: Raw -1605946.952818 + Penalty 3058.306665 = -1602888.646153 nChanged 511 SP:Iteration 10Q (5089.074026 sec): 3 clusters Score: Raw -1606249.701015 + Penalty 3058.306665 = -1603191.394350 nChanged 480 SP:Iteration 11Q (5089.133734 sec): 3 clusters Score: Raw -1606541.073752 + Penalty 3058.306665 = -1603482.767087 nChanged 396 SP:Iteration 12Q (5089.213722 sec): 3 clusters Score: Raw -1606729.778492 + Penalty 3058.306665 = -1603671.471827 nChanged 330 SP:Iteration 13Q (5089.264004 sec): 3 clusters Score: Raw -1606853.279554 + Penalty 3058.306665 = -1603794.972889 nChanged 242 SP:Iteration 14Q (5089.341364 sec): 3 clusters Score: Raw -1606922.363121 + Penalty 3058.306665 = -1603864.056456 nChanged 183 SP:Iteration 15Q (5089.412176 sec): 3 clusters Score: Raw -1606969.654093 + Penalty 3058.306665 = -1603911.347428 nChanged 167 SP:Iteration 16Q (5089.468058 sec): 3 clusters Score: Raw -1607018.821845 + Penalty 3058.306665 = -1603960.515180 nChanged 164 SP:Iteration 17Q (5089.531333 sec): 3 clusters Score: Raw -1607067.064622 + Penalty 3058.306665 = -1604008.757957 nChanged 148 SP:Iteration 18Q (5089.595510 sec): 3 clusters Score: Raw -1607110.458199 + Penalty 3058.306665 = -1604052.151534 nChanged 153 SP:Iteration 19Q (5089.664463 sec): 3 clusters Score: Raw -1607158.199820 + Penalty 3058.306665 = -1604099.893155 nChanged 150 SP:Iteration 20F (5089.726421 sec): 3 clusters Score: Raw -1607208.622182 + Penalty 3058.306665 = -1604150.315517 nChanged 162 SP:Iteration 21Q (5089.793847 sec): 3 clusters Score: Raw -1607272.195274 + Penalty 3058.306665 = -1604213.888609 nChanged 170 SP:Iteration 22Q (5089.847024 sec): 3 clusters Score: Raw -1607334.594339 + Penalty 3058.306665 = -1604276.287674 nChanged 171 SP:Iteration 23Q (5089.921978 sec): 3 clusters Score: Raw -1607409.735652 + Penalty 3058.306665 = -1604351.428987 nChanged 161 SP:Iteration 24Q (5089.974996 sec): 3 clusters Score: Raw -1607480.798164 + Penalty 3058.306665 = -1604422.491499 nChanged 152 SP:Iteration 25Q (5090.038069 sec): 3 clusters Score: Raw -1607539.990871 + Penalty 3058.306665 = -1604481.684206 nChanged 150 SP:Iteration 26Q (5090.100089 sec): 3 clusters Score: Raw -1607601.590717 + Penalty 3058.306665 = -1604543.284052 nChanged 153 SP:Iteration 27Q (5090.162455 sec): 3 clusters Score: Raw -1607670.187380 + Penalty 3058.306665 = -1604611.880715 nChanged 157 SP:Iteration 28Q (5090.225462 sec): 3 clusters Score: Raw -1607746.384943 + Penalty 3058.306665 = -1604688.078278 nChanged 148 SP:Iteration 29Q (5090.289528 sec): 3 clusters Score: Raw -1607821.096969 + Penalty 3058.306665 = -1604762.790304 nChanged 150 SP:Iteration 30Q (5090.360717 sec): 3 clusters Score: Raw -1607895.914238 + Penalty 3058.306665 = -1604837.607573 nChanged 124 SP:Iteration 31Q (5090.425733 sec): 3 clusters Score: Raw -1607957.575934 + Penalty 3058.306665 = -1604899.269269 nChanged 110 SP:Iteration 32Q (5090.476487 sec): 3 clusters Score: Raw -1608006.872259 + Penalty 3058.306665 = -1604948.565594 nChanged 88 SP:Iteration 33Q (5090.539883 sec): 3 clusters Score: Raw -1608045.396655 + Penalty 3058.306665 = -1604987.089990 nChanged 71 SP:Iteration 34Q (5090.605225 sec): 3 clusters Score: Raw -1608074.106076 + Penalty 3058.306665 = -1605015.799411 nChanged 62 SP:Iteration 35Q (5090.675632 sec): 3 clusters Score: Raw -1608098.016893 + Penalty 3058.306665 = -1605039.710228 nChanged 53 SP:Iteration 36Q (5090.742770 sec): 3 clusters Score: Raw -1608121.292842 + Penalty 3058.306665 = -1605062.986177 nChanged 47 SP:Iteration 37Q (5090.793500 sec): 3 clusters Score: Raw -1608141.481319 + Penalty 3058.306665 = -1605083.174654 nChanged 50 SP:Iteration 38Q (5090.854754 sec): 3 clusters Score: Raw -1608161.993201 + Penalty 3058.306665 = -1605103.686536 nChanged 45 SP:Iteration 39Q (5090.931613 sec): 3 clusters Score: Raw -1608180.017052 + Penalty 3058.306665 = -1605121.710387 nChanged 44 SP:Iteration 40F (5090.997162 sec): 3 clusters Score: Raw -1608199.808707 + Penalty 3058.306665 = -1605141.502042 nChanged 32 SP:Iteration 41Q (5091.048363 sec): 3 clusters Score: Raw -1608216.611258 + Penalty 3058.306665 = -1605158.304593 nChanged 34 SP:Iteration 42Q (5091.120152 sec): 3 clusters Score: Raw -1608233.751553 + Penalty 3058.306665 = -1605175.444888 nChanged 29 SP:Iteration 43Q (5091.165312 sec): 3 clusters Score: Raw -1608247.787673 + Penalty 3058.306665 = -1605189.481008 nChanged 21 SP:Iteration 44Q (5091.227815 sec): 3 clusters Score: Raw -1608259.024548 + Penalty 3058.306665 = -1605200.717883 nChanged 25 SP:Iteration 45Q (5091.289631 sec): 3 clusters Score: Raw -1608274.393817 + Penalty 3058.306665 = -1605216.087152 nChanged 24 SP:Iteration 46Q (5091.349912 sec): 3 clusters Score: Raw -1608287.171910 + Penalty 3058.306665 = -1605228.865245 nChanged 23 SP:Iteration 47Q (5091.406599 sec): 3 clusters Score: Raw -1608297.898713 + Penalty 3058.306665 = -1605239.592048 nChanged 12 SP:Iteration 48Q (5091.468465 sec): 3 clusters Score: Raw -1608302.936310 + Penalty 3058.306665 = -1605244.629645 nChanged 13 SP:Iteration 49Q (5091.527633 sec): 3 clusters Score: Raw -1608308.501832 + Penalty 3058.306665 = -1605250.195167 nChanged 13 SP:Iteration 50Q (5091.576513 sec): 3 clusters Score: Raw -1608312.385387 + Penalty 3058.306665 = -1605254.078722 nChanged 10 SP:Iteration 51Q (5091.642309 sec): 3 clusters Score: Raw -1608315.718419 + Penalty 3058.306665 = -1605257.411754 nChanged 5 SP:Iteration 52Q (5091.690654 sec): 3 clusters Score: Raw -1608317.836592 + Penalty 3058.306665 = -1605259.529927 nChanged 4 SP:Iteration 53Q (5091.745827 sec): 3 clusters Score: Raw -1608319.156268 + Penalty 3058.306665 = -1605260.849603 nChanged 2 SP:Iteration 54Q (5091.808769 sec): 3 clusters Score: Raw -1608320.212927 + Penalty 3058.306665 = -1605261.906262 nChanged 2 SP:Iteration 55Q (5091.862509 sec): 3 clusters Score: Raw -1608321.404507 + Penalty 3058.306665 = -1605263.097842 nChanged 6 SP:Iteration 56Q (5091.923341 sec): 3 clusters Score: Raw -1608324.032867 + Penalty 3058.306665 = -1605265.726202 nChanged 3 SP:Iteration 57Q (5091.992462 sec): 3 clusters Score: Raw -1608324.999880 + Penalty 3058.306665 = -1605266.693215 nChanged 1 SP:Iteration 58Q (5092.046422 sec): 3 clusters Score: Raw -1608325.274083 + Penalty 3058.306665 = -1605266.967418 nChanged 1 SP:Iteration 59Q (5092.112423 sec): 3 clusters Score: Raw -1608325.584995 + Penalty 3058.306665 = -1605267.278330 nChanged 2 SP:Iteration 60F (5092.177233 sec): 3 clusters Score: Raw -1608326.302262 + Penalty 3058.306665 = -1605267.995597 nChanged 2 SP:Iteration 61Q (5092.243880 sec): 3 clusters Score: Raw -1608326.835513 + Penalty 3058.306665 = -1605268.528848 nChanged 0 SP:Iteration 62F (5092.318948 sec): 3 clusters Score: Raw -1608326.835513 + Penalty 3058.306665 = -1605268.528848 nChanged 0 Trying to split cluster 4 (3663 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5092.350200 sec): 2 clusters Score: Raw -468875.313821 + Penalty 1333.481136 = -467541.832685 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5092.393173 sec): 3 clusters Score: Raw -467047.826166 + Penalty 2666.962273 = -464380.863893 nChanged 1422 SP:Iteration 1F (5092.457076 sec): 3 clusters Score: Raw -467847.159327 + Penalty 2666.962273 = -465180.197054 nChanged 284 SP:Iteration 2F (5092.510464 sec): 3 clusters Score: Raw -468031.465119 + Penalty 2666.962273 = -465364.502846 nChanged 197 SP:Iteration 3F (5092.555815 sec): 3 clusters Score: Raw -468141.177978 + Penalty 2666.962273 = -465474.215705 nChanged 141 SP:Iteration 4Q (5092.608339 sec): 3 clusters Score: Raw -468219.837178 + Penalty 2666.962273 = -465552.874905 nChanged 121 SP:Iteration 5Q (5092.655553 sec): 3 clusters Score: Raw -468302.375069 + Penalty 2666.962273 = -465635.412796 nChanged 136 SP:Iteration 6Q (5092.701414 sec): 3 clusters Score: Raw -468374.721785 + Penalty 2666.962273 = -465707.759512 nChanged 104 SP:Iteration 7Q (5092.748082 sec): 3 clusters Score: Raw -468418.759648 + Penalty 2666.962273 = -465751.797375 nChanged 76 SP:Iteration 8Q (5092.793040 sec): 3 clusters Score: Raw -468447.719055 + Penalty 2666.962273 = -465780.756782 nChanged 59 SP:Iteration 9Q (5092.853824 sec): 3 clusters Score: Raw -468474.183084 + Penalty 2666.962273 = -465807.220811 nChanged 55 SP:Iteration 10Q (5092.886380 sec): 3 clusters Score: Raw -468499.018165 + Penalty 2666.962273 = -465832.055892 nChanged 63 SP:Iteration 11Q (5092.934068 sec): 3 clusters Score: Raw -468522.835934 + Penalty 2666.962273 = -465855.873661 nChanged 54 SP:Iteration 12Q (5092.986387 sec): 3 clusters Score: Raw -468543.766759 + Penalty 2666.962273 = -465876.804486 nChanged 48 SP:Iteration 13Q (5093.032343 sec): 3 clusters Score: Raw -468562.385720 + Penalty 2666.962273 = -465895.423447 nChanged 38 SP:Iteration 14Q (5093.089541 sec): 3 clusters Score: Raw -468576.064531 + Penalty 2666.962273 = -465909.102259 nChanged 40 SP:Iteration 15Q (5093.126087 sec): 3 clusters Score: Raw -468588.672796 + Penalty 2666.962273 = -465921.710523 nChanged 41 SP:Iteration 16Q (5093.167951 sec): 3 clusters Score: Raw -468604.097400 + Penalty 2666.962273 = -465937.135127 nChanged 32 SP:Iteration 17Q (5093.212256 sec): 3 clusters Score: Raw -468617.428954 + Penalty 2666.962273 = -465950.466681 nChanged 41 SP:Iteration 18Q (5093.256703 sec): 3 clusters Score: Raw -468631.777219 + Penalty 2666.962273 = -465964.814946 nChanged 44 SP:Iteration 19Q (5093.314547 sec): 3 clusters Score: Raw -468652.954866 + Penalty 2666.962273 = -465985.992593 nChanged 59 SP:Iteration 20F (5093.353509 sec): 3 clusters Score: Raw -468678.721631 + Penalty 2666.962273 = -466011.759358 nChanged 66 SP:Iteration 21Q (5093.402096 sec): 3 clusters Score: Raw -468709.339941 + Penalty 2666.962273 = -466042.377668 nChanged 59 SP:Iteration 22Q (5093.452823 sec): 3 clusters Score: Raw -468739.891940 + Penalty 2666.962273 = -466072.929667 nChanged 62 SP:Iteration 23Q (5093.497237 sec): 3 clusters Score: Raw -468771.212057 + Penalty 2666.962273 = -466104.249784 nChanged 74 SP:Iteration 24Q (5093.541641 sec): 3 clusters Score: Raw -468820.703981 + Penalty 2666.962273 = -466153.741708 nChanged 90 SP:Iteration 25Q (5093.581550 sec): 3 clusters Score: Raw -468875.736465 + Penalty 2666.962273 = -466208.774192 nChanged 86 SP:Iteration 26Q (5093.630160 sec): 3 clusters Score: Raw -468927.596110 + Penalty 2666.962273 = -466260.633837 nChanged 107 SP:Iteration 27Q (5093.672999 sec): 3 clusters Score: Raw -468990.181328 + Penalty 2666.962273 = -466323.219055 nChanged 113 SP:Iteration 28Q (5093.724862 sec): 3 clusters Score: Raw -469069.977490 + Penalty 2666.962273 = -466403.015217 nChanged 115 SP:Iteration 29Q (5093.772740 sec): 3 clusters Score: Raw -469166.058396 + Penalty 2666.962273 = -466499.096123 nChanged 118 SP:Iteration 30Q (5093.823030 sec): 3 clusters Score: Raw -469269.983094 + Penalty 2666.962273 = -466603.020821 nChanged 113 SP:Iteration 31Q (5093.882980 sec): 3 clusters Score: Raw -469363.712404 + Penalty 2666.962273 = -466696.750131 nChanged 100 SP:Iteration 32Q (5093.937060 sec): 3 clusters Score: Raw -469429.670638 + Penalty 2666.962273 = -466762.708365 nChanged 65 SP:Iteration 33Q (5093.976821 sec): 3 clusters Score: Raw -469477.865393 + Penalty 2666.962273 = -466810.903120 nChanged 62 SP:Iteration 34Q (5094.036684 sec): 3 clusters Score: Raw -469525.088836 + Penalty 2666.962273 = -466858.126563 nChanged 63 SP:Iteration 35Q (5094.075905 sec): 3 clusters Score: Raw -469575.893024 + Penalty 2666.962273 = -466908.930751 nChanged 47 SP:Iteration 36Q (5094.126332 sec): 3 clusters Score: Raw -469611.305032 + Penalty 2666.962273 = -466944.342759 nChanged 34 SP:Iteration 37Q (5094.176109 sec): 3 clusters Score: Raw -469637.256958 + Penalty 2666.962273 = -466970.294685 nChanged 28 SP:Iteration 38Q (5094.226148 sec): 3 clusters Score: Raw -469653.123541 + Penalty 2666.962273 = -466986.161268 nChanged 30 SP:Iteration 39Q (5094.276123 sec): 3 clusters Score: Raw -469667.405216 + Penalty 2666.962273 = -467000.442944 nChanged 21 SP:Iteration 40F (5094.333204 sec): 3 clusters Score: Raw -469675.599474 + Penalty 2666.962273 = -467008.637201 nChanged 13 SP:Iteration 41Q (5094.375565 sec): 3 clusters Score: Raw -469680.370292 + Penalty 2666.962273 = -467013.408019 nChanged 6 SP:Iteration 42Q (5094.434523 sec): 3 clusters Score: Raw -469682.538952 + Penalty 2666.962273 = -467015.576679 nChanged 1 SP:Iteration 43Q (5094.472582 sec): 3 clusters Score: Raw -469682.682390 + Penalty 2666.962273 = -467015.720117 nChanged 0 SP:Iteration 44F (5094.526116 sec): 3 clusters Score: Raw -469682.682390 + Penalty 2666.962273 = -467015.720117 nChanged 0 Trying to split cluster 5 (3692 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5094.549344 sec): 2 clusters Score: Raw -486552.113759 + Penalty 1334.762584 = -485217.351174 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5094.611555 sec): 3 clusters Score: Raw -484761.419408 + Penalty 2669.525169 = -482091.894240 nChanged 1458 SP:Iteration 1F (5094.661733 sec): 3 clusters Score: Raw -485625.635829 + Penalty 2669.525169 = -482956.110661 nChanged 280 SP:Iteration 2F (5094.711201 sec): 3 clusters Score: Raw -485806.769992 + Penalty 2669.525169 = -483137.244823 nChanged 214 SP:Iteration 3F (5094.758160 sec): 3 clusters Score: Raw -485951.782308 + Penalty 2669.525169 = -483282.257140 nChanged 183 SP:Iteration 4Q (5094.808005 sec): 3 clusters Score: Raw -486065.079883 + Penalty 2669.525169 = -483395.554715 nChanged 150 SP:Iteration 5Q (5094.856703 sec): 3 clusters Score: Raw -486156.351097 + Penalty 2669.525169 = -483486.825929 nChanged 133 SP:Iteration 6Q (5094.896162 sec): 3 clusters Score: Raw -486236.303978 + Penalty 2669.525169 = -483566.778810 nChanged 127 SP:Iteration 7Q (5094.955466 sec): 3 clusters Score: Raw -486320.322971 + Penalty 2669.525169 = -483650.797802 nChanged 100 SP:Iteration 8Q (5095.004769 sec): 3 clusters Score: Raw -486379.356149 + Penalty 2669.525169 = -483709.830981 nChanged 81 SP:Iteration 9Q (5095.044251 sec): 3 clusters Score: Raw -486428.426018 + Penalty 2669.525169 = -483758.900849 nChanged 69 SP:Iteration 10Q (5095.094205 sec): 3 clusters Score: Raw -486461.427246 + Penalty 2669.525169 = -483791.902077 nChanged 59 SP:Iteration 11Q (5095.142519 sec): 3 clusters Score: Raw -486491.214794 + Penalty 2669.525169 = -483821.689625 nChanged 56 SP:Iteration 12Q (5095.191027 sec): 3 clusters Score: Raw -486512.910602 + Penalty 2669.525169 = -483843.385433 nChanged 37 SP:Iteration 13Q (5095.240771 sec): 3 clusters Score: Raw -486526.687505 + Penalty 2669.525169 = -483857.162336 nChanged 29 SP:Iteration 14Q (5095.295482 sec): 3 clusters Score: Raw -486538.185654 + Penalty 2669.525169 = -483868.660486 nChanged 25 SP:Iteration 15Q (5095.338598 sec): 3 clusters Score: Raw -486548.299315 + Penalty 2669.525169 = -483878.774146 nChanged 20 SP:Iteration 16Q (5095.397973 sec): 3 clusters Score: Raw -486554.557764 + Penalty 2669.525169 = -483885.032596 nChanged 22 SP:Iteration 17Q (5095.447266 sec): 3 clusters Score: Raw -486566.751563 + Penalty 2669.525169 = -483897.226395 nChanged 34 SP:Iteration 18Q (5095.483402 sec): 3 clusters Score: Raw -486583.409440 + Penalty 2669.525169 = -483913.884272 nChanged 35 SP:Iteration 19Q (5095.536377 sec): 3 clusters Score: Raw -486605.194758 + Penalty 2669.525169 = -483935.669589 nChanged 29 SP:Iteration 20F (5095.578108 sec): 3 clusters Score: Raw -486617.903824 + Penalty 2669.525169 = -483948.378655 nChanged 22 SP:Iteration 21Q (5095.633749 sec): 3 clusters Score: Raw -486627.494862 + Penalty 2669.525169 = -483957.969693 nChanged 23 SP:Iteration 22Q (5095.686115 sec): 3 clusters Score: Raw -486636.396304 + Penalty 2669.525169 = -483966.871135 nChanged 19 SP:Iteration 23Q (5095.728442 sec): 3 clusters Score: Raw -486645.082711 + Penalty 2669.525169 = -483975.557542 nChanged 15 SP:Iteration 24Q (5095.772154 sec): 3 clusters Score: Raw -486650.460184 + Penalty 2669.525169 = -483980.935015 nChanged 9 SP:Iteration 25Q (5095.814559 sec): 3 clusters Score: Raw -486654.546985 + Penalty 2669.525169 = -483985.021817 nChanged 12 SP:Iteration 26Q (5095.850239 sec): 3 clusters Score: Raw -486660.455691 + Penalty 2669.525169 = -483990.930523 nChanged 16 SP:Iteration 27Q (5095.890028 sec): 3 clusters Score: Raw -486666.549264 + Penalty 2669.525169 = -483997.024096 nChanged 14 SP:Iteration 28Q (5095.930222 sec): 3 clusters Score: Raw -486670.798642 + Penalty 2669.525169 = -484001.273473 nChanged 9 SP:Iteration 29Q (5095.983236 sec): 3 clusters Score: Raw -486673.254091 + Penalty 2669.525169 = -484003.728923 nChanged 8 SP:Iteration 30Q (5096.033611 sec): 3 clusters Score: Raw -486676.644949 + Penalty 2669.525169 = -484007.119781 nChanged 10 SP:Iteration 31Q (5096.076714 sec): 3 clusters Score: Raw -486679.788080 + Penalty 2669.525169 = -484010.262911 nChanged 11 SP:Iteration 32Q (5096.127539 sec): 3 clusters Score: Raw -486682.352487 + Penalty 2669.525169 = -484012.827318 nChanged 6 SP:Iteration 33Q (5096.172303 sec): 3 clusters Score: Raw -486683.554689 + Penalty 2669.525169 = -484014.029521 nChanged 6 SP:Iteration 34Q (5096.208122 sec): 3 clusters Score: Raw -486684.956831 + Penalty 2669.525169 = -484015.431662 nChanged 4 SP:Iteration 35Q (5096.255127 sec): 3 clusters Score: Raw -486685.698723 + Penalty 2669.525169 = -484016.173554 nChanged 2 SP:Iteration 36Q (5096.298682 sec): 3 clusters Score: Raw -486686.231416 + Penalty 2669.525169 = -484016.706247 nChanged 1 SP:Iteration 37Q (5096.347547 sec): 3 clusters Score: Raw -486686.606391 + Penalty 2669.525169 = -484017.081223 nChanged 1 SP:Iteration 38Q (5096.396890 sec): 3 clusters Score: Raw -486686.874923 + Penalty 2669.525169 = -484017.349754 nChanged 1 SP:Iteration 39Q (5096.432749 sec): 3 clusters Score: Raw -486687.167592 + Penalty 2669.525169 = -484017.642423 nChanged 1 SP:Iteration 40F (5096.484719 sec): 3 clusters Score: Raw -486687.431213 + Penalty 2669.525169 = -484017.906044 nChanged 1 SP:Iteration 41Q (5096.529670 sec): 3 clusters Score: Raw -486687.556234 + Penalty 2669.525169 = -484018.031065 nChanged 3 SP:Iteration 42Q (5096.578889 sec): 3 clusters Score: Raw -486688.135278 + Penalty 2669.525169 = -484018.610110 nChanged 3 SP:Iteration 43Q (5096.618413 sec): 3 clusters Score: Raw -486688.918184 + Penalty 2669.525169 = -484019.393016 nChanged 1 SP:Iteration 44Q (5096.667564 sec): 3 clusters Score: Raw -486689.072531 + Penalty 2669.525169 = -484019.547362 nChanged 0 SP:Iteration 45F (5096.713953 sec): 3 clusters Score: Raw -486689.072531 + Penalty 2669.525169 = -484019.547362 nChanged 0 Trying to split cluster 6 (6295 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5096.746879 sec): 2 clusters Score: Raw -851684.069027 + Penalty 1421.470529 = -850262.598498 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5096.792856 sec): 3 clusters Score: Raw -848306.041526 + Penalty 2842.941058 = -845463.100468 nChanged 2606 SP:Iteration 1F (5096.845595 sec): 3 clusters Score: Raw -849754.642249 + Penalty 2842.941058 = -846911.701192 nChanged 493 SP:Iteration 2F (5096.902131 sec): 3 clusters Score: Raw -850086.937593 + Penalty 2842.941058 = -847243.996535 nChanged 428 SP:Iteration 3F (5096.951221 sec): 3 clusters Score: Raw -850370.535741 + Penalty 2842.941058 = -847527.594683 nChanged 375 SP:Iteration 4F (5096.999947 sec): 3 clusters Score: Raw -850646.900785 + Penalty 2842.941058 = -847803.959727 nChanged 387 SP:Iteration 5F (5097.056113 sec): 3 clusters Score: Raw -850943.061201 + Penalty 2842.941058 = -848100.120143 nChanged 375 SP:Iteration 6F (5097.108172 sec): 3 clusters Score: Raw -851256.999103 + Penalty 2842.941058 = -848414.058045 nChanged 281 SP:Iteration 7Q (5097.161363 sec): 3 clusters Score: Raw -851507.935915 + Penalty 2842.941058 = -848664.994857 nChanged 237 SP:Iteration 8Q (5097.205944 sec): 3 clusters Score: Raw -851682.437757 + Penalty 2842.941058 = -848839.496699 nChanged 166 SP:Iteration 9Q (5097.235022 sec): 3 clusters Score: Raw -851777.165699 + Penalty 2842.941058 = -848934.224641 nChanged 111 SP:Iteration 10Q (5097.256922 sec): 3 clusters Score: Raw -851827.166715 + Penalty 2842.941058 = -848984.225658 nChanged 65 SP:Iteration 11Q (5097.309227 sec): 3 clusters Score: Raw -851849.143099 + Penalty 2842.941058 = -849006.202042 nChanged 38 SP:Iteration 12Q (5097.365048 sec): 3 clusters Score: Raw -851859.596761 + Penalty 2842.941058 = -849016.655703 nChanged 21 SP:Iteration 13Q (5097.407518 sec): 3 clusters Score: Raw -851863.654175 + Penalty 2842.941058 = -849020.713117 nChanged 17 SP:Iteration 14Q (5097.465062 sec): 3 clusters Score: Raw -851868.052911 + Penalty 2842.941058 = -849025.111853 nChanged 12 SP:Iteration 15Q (5097.513036 sec): 3 clusters Score: Raw -851871.603426 + Penalty 2842.941058 = -849028.662368 nChanged 17 SP:Iteration 16Q (5097.560222 sec): 3 clusters Score: Raw -851877.064026 + Penalty 2842.941058 = -849034.122968 nChanged 20 SP:Iteration 17Q (5097.603886 sec): 3 clusters Score: Raw -851884.130170 + Penalty 2842.941058 = -849041.189112 nChanged 18 SP:Iteration 18Q (5097.646731 sec): 3 clusters Score: Raw -851889.359436 + Penalty 2842.941058 = -849046.418378 nChanged 17 SP:Iteration 19Q (5097.698766 sec): 3 clusters Score: Raw -851894.491774 + Penalty 2842.941058 = -849051.550716 nChanged 14 SP:Iteration 20F (5097.744447 sec): 3 clusters Score: Raw -851898.541788 + Penalty 2842.941058 = -849055.600730 nChanged 13 SP:Iteration 21Q (5097.797560 sec): 3 clusters Score: Raw -851902.552024 + Penalty 2842.941058 = -849059.610966 nChanged 14 SP:Iteration 22Q (5097.856850 sec): 3 clusters Score: Raw -851906.507175 + Penalty 2842.941058 = -849063.566117 nChanged 10 SP:Iteration 23Q (5097.905255 sec): 3 clusters Score: Raw -851908.955048 + Penalty 2842.941058 = -849066.013990 nChanged 12 SP:Iteration 24Q (5097.957604 sec): 3 clusters Score: Raw -851912.341432 + Penalty 2842.941058 = -849069.400374 nChanged 11 SP:Iteration 25Q (5097.996908 sec): 3 clusters Score: Raw -851915.866773 + Penalty 2842.941058 = -849072.925716 nChanged 13 SP:Iteration 26Q (5098.046091 sec): 3 clusters Score: Raw -851918.491188 + Penalty 2842.941058 = -849075.550130 nChanged 9 SP:Iteration 27Q (5098.105227 sec): 3 clusters Score: Raw -851922.213627 + Penalty 2842.941058 = -849079.272570 nChanged 14 SP:Iteration 28Q (5098.147828 sec): 3 clusters Score: Raw -851926.375101 + Penalty 2842.941058 = -849083.434043 nChanged 9 SP:Iteration 29Q (5098.203601 sec): 3 clusters Score: Raw -851928.854226 + Penalty 2842.941058 = -849085.913169 nChanged 9 SP:Iteration 30Q (5098.260100 sec): 3 clusters Score: Raw -851931.609192 + Penalty 2842.941058 = -849088.668135 nChanged 7 SP:Iteration 31Q (5098.302898 sec): 3 clusters Score: Raw -851933.498613 + Penalty 2842.941058 = -849090.557555 nChanged 7 SP:Iteration 32Q (5098.354498 sec): 3 clusters Score: Raw -851937.689820 + Penalty 2842.941058 = -849094.748763 nChanged 16 SP:Iteration 33Q (5098.404796 sec): 3 clusters Score: Raw -851942.903780 + Penalty 2842.941058 = -849099.962722 nChanged 11 SP:Iteration 34Q (5098.444796 sec): 3 clusters Score: Raw -851946.256657 + Penalty 2842.941058 = -849103.315599 nChanged 12 SP:Iteration 35Q (5098.488531 sec): 3 clusters Score: Raw -851950.089638 + Penalty 2842.941058 = -849107.148580 nChanged 15 SP:Iteration 36Q (5098.538484 sec): 3 clusters Score: Raw -851955.988024 + Penalty 2842.941058 = -849113.046966 nChanged 13 SP:Iteration 37Q (5098.592547 sec): 3 clusters Score: Raw -851962.102468 + Penalty 2842.941058 = -849119.161411 nChanged 15 SP:Iteration 38Q (5098.649358 sec): 3 clusters Score: Raw -851968.176573 + Penalty 2842.941058 = -849125.235515 nChanged 6 SP:Iteration 39Q (5098.696545 sec): 3 clusters Score: Raw -851969.586756 + Penalty 2842.941058 = -849126.645698 nChanged 5 SP:Iteration 40F (5098.756174 sec): 3 clusters Score: Raw -851971.367783 + Penalty 2842.941058 = -849128.426725 nChanged 9 SP:Iteration 41Q (5098.796681 sec): 3 clusters Score: Raw -851974.897533 + Penalty 2842.941058 = -849131.956476 nChanged 14 SP:Iteration 42Q (5098.848238 sec): 3 clusters Score: Raw -851979.354373 + Penalty 2842.941058 = -849136.413316 nChanged 10 SP:Iteration 43Q (5098.906997 sec): 3 clusters Score: Raw -851981.989634 + Penalty 2842.941058 = -849139.048577 nChanged 6 SP:Iteration 44Q (5098.954515 sec): 3 clusters Score: Raw -851983.922155 + Penalty 2842.941058 = -849140.981098 nChanged 8 SP:Iteration 45Q (5099.006818 sec): 3 clusters Score: Raw -851987.924643 + Penalty 2842.941058 = -849144.983586 nChanged 12 SP:Iteration 46Q (5099.064803 sec): 3 clusters Score: Raw -851991.705588 + Penalty 2842.941058 = -849148.764530 nChanged 13 SP:Iteration 47Q (5099.116492 sec): 3 clusters Score: Raw -851995.410352 + Penalty 2842.941058 = -849152.469295 nChanged 6 SP:Iteration 48Q (5099.168382 sec): 3 clusters Score: Raw -851997.519218 + Penalty 2842.941058 = -849154.578161 nChanged 6 SP:Iteration 49Q (5099.224459 sec): 3 clusters Score: Raw -852000.195638 + Penalty 2842.941058 = -849157.254580 nChanged 6 SP:Iteration 50Q (5099.280015 sec): 3 clusters Score: Raw -852001.429898 + Penalty 2842.941058 = -849158.488840 nChanged 4 SP:Iteration 51Q (5099.335034 sec): 3 clusters Score: Raw -852002.589745 + Penalty 2842.941058 = -849159.648688 nChanged 6 SP:Iteration 52Q (5099.388011 sec): 3 clusters Score: Raw -852004.868603 + Penalty 2842.941058 = -849161.927545 nChanged 6 SP:Iteration 53Q (5099.441450 sec): 3 clusters Score: Raw -852006.658176 + Penalty 2842.941058 = -849163.717118 nChanged 9 SP:Iteration 54Q (5099.487526 sec): 3 clusters Score: Raw -852008.621154 + Penalty 2842.941058 = -849165.680097 nChanged 6 SP:Iteration 55Q (5099.540627 sec): 3 clusters Score: Raw -852010.231722 + Penalty 2842.941058 = -849167.290664 nChanged 1 SP:Iteration 56Q (5099.582142 sec): 3 clusters Score: Raw -852010.581114 + Penalty 2842.941058 = -849167.640057 nChanged 1 SP:Iteration 57Q (5099.630856 sec): 3 clusters Score: Raw -852010.738617 + Penalty 2842.941058 = -849167.797559 nChanged 2 SP:Iteration 58Q (5099.686939 sec): 3 clusters Score: Raw -852011.522911 + Penalty 2842.941058 = -849168.581854 nChanged 2 SP:Iteration 59Q (5099.741281 sec): 3 clusters Score: Raw -852011.959004 + Penalty 2842.941058 = -849169.017946 nChanged 3 SP:Iteration 60F (5099.799484 sec): 3 clusters Score: Raw -852013.015951 + Penalty 2842.941058 = -849170.074894 nChanged 4 SP:Iteration 61Q (5099.853540 sec): 3 clusters Score: Raw -852014.102457 + Penalty 2842.941058 = -849171.161399 nChanged 3 SP:Iteration 62Q (5099.904888 sec): 3 clusters Score: Raw -852014.511635 + Penalty 2842.941058 = -849171.570577 nChanged 3 SP:Iteration 63Q (5099.953564 sec): 3 clusters Score: Raw -852015.170993 + Penalty 2842.941058 = -849172.229935 nChanged 1 SP:Iteration 64Q (5100.003290 sec): 3 clusters Score: Raw -852015.208976 + Penalty 2842.941058 = -849172.267919 nChanged 0 SP:Iteration 65F (5100.053191 sec): 3 clusters Score: Raw -852015.208976 + Penalty 2842.941058 = -849172.267919 nChanged 0 Trying to split cluster 7 (1878 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5100.086122 sec): 2 clusters Score: Raw -227485.150868 + Penalty 1224.918932 = -226260.231936 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5100.136266 sec): 3 clusters Score: Raw -226681.468351 + Penalty 2449.837864 = -224231.630487 nChanged 661 SP:Iteration 1F (5100.180095 sec): 3 clusters Score: Raw -227161.053346 + Penalty 2449.837864 = -224711.215482 nChanged 160 SP:Iteration 2F (5100.230987 sec): 3 clusters Score: Raw -227306.385984 + Penalty 2449.837864 = -224856.548119 nChanged 104 SP:Iteration 3F (5100.277151 sec): 3 clusters Score: Raw -227415.951816 + Penalty 2449.837864 = -224966.113951 nChanged 84 SP:Iteration 4Q (5100.327000 sec): 3 clusters Score: Raw -227509.870649 + Penalty 2449.837864 = -225060.032784 nChanged 77 SP:Iteration 5Q (5100.373527 sec): 3 clusters Score: Raw -227581.571127 + Penalty 2449.837864 = -225131.733263 nChanged 62 SP:Iteration 6Q (5100.419531 sec): 3 clusters Score: Raw -227629.307994 + Penalty 2449.837864 = -225179.470129 nChanged 55 SP:Iteration 7Q (5100.464497 sec): 3 clusters Score: Raw -227668.265592 + Penalty 2449.837864 = -225218.427728 nChanged 39 SP:Iteration 8Q (5100.496818 sec): 3 clusters Score: Raw -227698.295882 + Penalty 2449.837864 = -225248.458017 nChanged 28 SP:Iteration 9Q (5100.536101 sec): 3 clusters Score: Raw -227721.988283 + Penalty 2449.837864 = -225272.150418 nChanged 26 SP:Iteration 10Q (5100.589714 sec): 3 clusters Score: Raw -227738.817023 + Penalty 2449.837864 = -225288.979159 nChanged 20 SP:Iteration 11Q (5100.629838 sec): 3 clusters Score: Raw -227751.869927 + Penalty 2449.837864 = -225302.032062 nChanged 22 SP:Iteration 12Q (5100.678810 sec): 3 clusters Score: Raw -227769.885699 + Penalty 2449.837864 = -225320.047835 nChanged 28 SP:Iteration 13Q (5100.726698 sec): 3 clusters Score: Raw -227799.420958 + Penalty 2449.837864 = -225349.583093 nChanged 22 SP:Iteration 14Q (5100.775392 sec): 3 clusters Score: Raw -227824.629918 + Penalty 2449.837864 = -225374.792054 nChanged 20 SP:Iteration 15Q (5100.824555 sec): 3 clusters Score: Raw -227843.647577 + Penalty 2449.837864 = -225393.809713 nChanged 14 SP:Iteration 16Q (5100.870823 sec): 3 clusters Score: Raw -227857.679496 + Penalty 2449.837864 = -225407.841632 nChanged 16 SP:Iteration 17Q (5100.922751 sec): 3 clusters Score: Raw -227867.984134 + Penalty 2449.837864 = -225418.146269 nChanged 6 SP:Iteration 18Q (5100.975079 sec): 3 clusters Score: Raw -227874.825179 + Penalty 2449.837864 = -225424.987314 nChanged 5 SP:Iteration 19Q (5101.033203 sec): 3 clusters Score: Raw -227882.095693 + Penalty 2449.837864 = -225432.257828 nChanged 9 SP:Iteration 20F (5101.075012 sec): 3 clusters Score: Raw -227905.278886 + Penalty 2449.837864 = -225455.441022 nChanged 21 SP:Iteration 21Q (5101.130948 sec): 3 clusters Score: Raw -227926.937013 + Penalty 2449.837864 = -225477.099149 nChanged 22 SP:Iteration 22Q (5101.174849 sec): 3 clusters Score: Raw -227949.927322 + Penalty 2449.837864 = -225500.089457 nChanged 18 SP:Iteration 23Q (5101.212279 sec): 3 clusters Score: Raw -227962.326232 + Penalty 2449.837864 = -225512.488368 nChanged 17 SP:Iteration 24Q (5101.262021 sec): 3 clusters Score: Raw -227980.581556 + Penalty 2449.837864 = -225530.743691 nChanged 17 SP:Iteration 25Q (5101.300435 sec): 3 clusters Score: Raw -227996.839571 + Penalty 2449.837864 = -225547.001706 nChanged 8 SP:Iteration 26Q (5101.343044 sec): 3 clusters Score: Raw -228002.854287 + Penalty 2449.837864 = -225553.016423 nChanged 11 SP:Iteration 27Q (5101.405364 sec): 3 clusters Score: Raw -228009.975186 + Penalty 2449.837864 = -225560.137322 nChanged 12 SP:Iteration 28Q (5101.455542 sec): 3 clusters Score: Raw -228017.206465 + Penalty 2449.837864 = -225567.368601 nChanged 7 SP:Iteration 29Q (5101.494193 sec): 3 clusters Score: Raw -228022.623915 + Penalty 2449.837864 = -225572.786051 nChanged 5 SP:Iteration 30Q (5101.552155 sec): 3 clusters Score: Raw -228025.826967 + Penalty 2449.837864 = -225575.989103 nChanged 4 SP:Iteration 31Q (5101.595327 sec): 3 clusters Score: Raw -228030.538374 + Penalty 2449.837864 = -225580.700510 nChanged 7 SP:Iteration 32Q (5101.652540 sec): 3 clusters Score: Raw -228040.546307 + Penalty 2449.837864 = -225590.708442 nChanged 9 SP:Iteration 33Q (5101.703157 sec): 3 clusters Score: Raw -228049.932939 + Penalty 2449.837864 = -225600.095074 nChanged 11 SP:Iteration 34Q (5101.759232 sec): 3 clusters Score: Raw -228059.555844 + Penalty 2449.837864 = -225609.717979 nChanged 11 SP:Iteration 35Q (5101.807322 sec): 3 clusters Score: Raw -228073.094374 + Penalty 2449.837864 = -225623.256509 nChanged 11 SP:Iteration 36Q (5101.862734 sec): 3 clusters Score: Raw -228081.764496 + Penalty 2449.837864 = -225631.926632 nChanged 16 SP:Iteration 37Q (5101.908808 sec): 3 clusters Score: Raw -228089.598632 + Penalty 2449.837864 = -225639.760768 nChanged 7 SP:Iteration 38Q (5101.949326 sec): 3 clusters Score: Raw -228093.544048 + Penalty 2449.837864 = -225643.706184 nChanged 8 SP:Iteration 39Q (5101.983042 sec): 3 clusters Score: Raw -228100.830496 + Penalty 2449.837864 = -225650.992631 nChanged 7 SP:Iteration 40F (5102.020846 sec): 3 clusters Score: Raw -228105.094642 + Penalty 2449.837864 = -225655.256778 nChanged 8 SP:Iteration 41Q (5102.054590 sec): 3 clusters Score: Raw -228108.744240 + Penalty 2449.837864 = -225658.906376 nChanged 6 SP:Iteration 42Q (5102.100271 sec): 3 clusters Score: Raw -228110.953630 + Penalty 2449.837864 = -225661.115765 nChanged 6 SP:Iteration 43Q (5102.145476 sec): 3 clusters Score: Raw -228114.343897 + Penalty 2449.837864 = -225664.506033 nChanged 2 SP:Iteration 44Q (5102.185088 sec): 3 clusters Score: Raw -228115.110331 + Penalty 2449.837864 = -225665.272467 nChanged 3 SP:Iteration 45Q (5102.218486 sec): 3 clusters Score: Raw -228117.392794 + Penalty 2449.837864 = -225667.554930 nChanged 3 SP:Iteration 46Q (5102.267328 sec): 3 clusters Score: Raw -228119.336331 + Penalty 2449.837864 = -225669.498466 nChanged 2 SP:Iteration 47Q (5102.300277 sec): 3 clusters Score: Raw -228120.253812 + Penalty 2449.837864 = -225670.415948 nChanged 0 SP:Iteration 48F (5102.331973 sec): 3 clusters Score: Raw -228120.253812 + Penalty 2449.837864 = -225670.415948 nChanged 0 Trying to split cluster 8 (30339 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5102.394283 sec): 2 clusters Score: Raw -3945969.432922 + Penalty 1677.030760 = -3944292.402162 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5102.477314 sec): 3 clusters Score: Raw -3927138.608341 + Penalty 3354.061520 = -3923784.546821 nChanged 14050 SP:Iteration 1F (5102.582084 sec): 3 clusters Score: Raw -3935321.982364 + Penalty 3354.061520 = -3931967.920844 nChanged 1484 SP:Iteration 2Q (5102.674544 sec): 3 clusters Score: Raw -3935981.458943 + Penalty 3354.061520 = -3932627.397423 nChanged 1549 SP:Iteration 3F (5102.774011 sec): 3 clusters Score: Raw -3936818.102353 + Penalty 3354.061520 = -3933464.040833 nChanged 1561 SP:Iteration 4F (5102.861432 sec): 3 clusters Score: Raw -3937709.559391 + Penalty 3354.061520 = -3934355.497871 nChanged 1557 SP:Iteration 5F (5102.945708 sec): 3 clusters Score: Raw -3938607.904497 + Penalty 3354.061520 = -3935253.842977 nChanged 1523 SP:Iteration 6F (5103.045153 sec): 3 clusters Score: Raw -3939451.899446 + Penalty 3354.061520 = -3936097.837926 nChanged 1448 SP:Iteration 7Q (5103.143406 sec): 3 clusters Score: Raw -3940215.231173 + Penalty 3354.061520 = -3936861.169653 nChanged 1335 SP:Iteration 8Q (5103.234229 sec): 3 clusters Score: Raw -3940891.486339 + Penalty 3354.061520 = -3937537.424819 nChanged 1186 SP:Iteration 9Q (5103.316046 sec): 3 clusters Score: Raw -3941444.424696 + Penalty 3354.061520 = -3938090.363175 nChanged 1050 SP:Iteration 10Q (5103.419219 sec): 3 clusters Score: Raw -3941860.720907 + Penalty 3354.061520 = -3938506.659387 nChanged 914 SP:Iteration 11Q (5103.509054 sec): 3 clusters Score: Raw -3942185.069008 + Penalty 3354.061520 = -3938831.007488 nChanged 755 SP:Iteration 12Q (5103.601814 sec): 3 clusters Score: Raw -3942451.937382 + Penalty 3354.061520 = -3939097.875862 nChanged 690 SP:Iteration 13Q (5103.691295 sec): 3 clusters Score: Raw -3942692.463312 + Penalty 3354.061520 = -3939338.401792 nChanged 616 SP:Iteration 14Q (5103.782918 sec): 3 clusters Score: Raw -3942898.971571 + Penalty 3354.061520 = -3939544.910050 nChanged 559 SP:Iteration 15Q (5103.862925 sec): 3 clusters Score: Raw -3943072.628517 + Penalty 3354.061520 = -3939718.566997 nChanged 507 SP:Iteration 16Q (5103.952699 sec): 3 clusters Score: Raw -3943230.542501 + Penalty 3354.061520 = -3939876.480981 nChanged 486 SP:Iteration 17Q (5104.044389 sec): 3 clusters Score: Raw -3943387.244214 + Penalty 3354.061520 = -3940033.182694 nChanged 476 SP:Iteration 18Q (5104.132261 sec): 3 clusters Score: Raw -3943538.392216 + Penalty 3354.061520 = -3940184.330696 nChanged 458 SP:Iteration 19Q (5104.209236 sec): 3 clusters Score: Raw -3943688.802758 + Penalty 3354.061520 = -3940334.741237 nChanged 467 SP:Iteration 20F (5104.299578 sec): 3 clusters Score: Raw -3943854.359706 + Penalty 3354.061520 = -3940500.298186 nChanged 479 SP:Iteration 21Q (5104.380335 sec): 3 clusters Score: Raw -3944039.956820 + Penalty 3354.061520 = -3940685.895300 nChanged 492 SP:Iteration 22Q (5104.470081 sec): 3 clusters Score: Raw -3944234.300215 + Penalty 3354.061520 = -3940880.238695 nChanged 476 SP:Iteration 23Q (5104.555485 sec): 3 clusters Score: Raw -3944419.335536 + Penalty 3354.061520 = -3941065.274016 nChanged 438 SP:Iteration 24Q (5104.641336 sec): 3 clusters Score: Raw -3944598.306633 + Penalty 3354.061520 = -3941244.245113 nChanged 429 SP:Iteration 25Q (5104.739955 sec): 3 clusters Score: Raw -3944792.010717 + Penalty 3354.061520 = -3941437.949197 nChanged 429 SP:Iteration 26Q (5104.825950 sec): 3 clusters Score: Raw -3944998.380606 + Penalty 3354.061520 = -3941644.319086 nChanged 377 SP:Iteration 27Q (5104.902616 sec): 3 clusters Score: Raw -3945185.177952 + Penalty 3354.061520 = -3941831.116432 nChanged 352 SP:Iteration 28Q (5104.989510 sec): 3 clusters Score: Raw -3945363.527013 + Penalty 3354.061520 = -3942009.465493 nChanged 307 SP:Iteration 29Q (5105.073881 sec): 3 clusters Score: Raw -3945519.459180 + Penalty 3354.061520 = -3942165.397660 nChanged 267 SP:Iteration 30Q (5105.158618 sec): 3 clusters Score: Raw -3945664.696319 + Penalty 3354.061520 = -3942310.634799 nChanged 222 SP:Iteration 31Q (5105.250646 sec): 3 clusters Score: Raw -3945782.001706 + Penalty 3354.061520 = -3942427.940185 nChanged 169 SP:Iteration 32Q (5105.343344 sec): 3 clusters Score: Raw -3945870.335593 + Penalty 3354.061520 = -3942516.274073 nChanged 133 SP:Iteration 33Q (5105.425302 sec): 3 clusters Score: Raw -3945933.946368 + Penalty 3354.061520 = -3942579.884848 nChanged 96 SP:Iteration 34Q (5105.497907 sec): 3 clusters Score: Raw -3945985.218863 + Penalty 3354.061520 = -3942631.157343 nChanged 80 SP:Iteration 35Q (5105.584143 sec): 3 clusters Score: Raw -3946023.121542 + Penalty 3354.061520 = -3942669.060022 nChanged 55 SP:Iteration 36Q (5105.658887 sec): 3 clusters Score: Raw -3946051.268117 + Penalty 3354.061520 = -3942697.206596 nChanged 43 SP:Iteration 37Q (5105.737702 sec): 3 clusters Score: Raw -3946072.380413 + Penalty 3354.061520 = -3942718.318893 nChanged 44 SP:Iteration 38Q (5105.817867 sec): 3 clusters Score: Raw -3946097.735011 + Penalty 3354.061520 = -3942743.673491 nChanged 33 SP:Iteration 39Q (5105.902003 sec): 3 clusters Score: Raw -3946118.040312 + Penalty 3354.061520 = -3942763.978792 nChanged 37 SP:Iteration 40F (5105.991026 sec): 3 clusters Score: Raw -3946138.849396 + Penalty 3354.061520 = -3942784.787875 nChanged 26 SP:Iteration 41Q (5106.073770 sec): 3 clusters Score: Raw -3946156.862858 + Penalty 3354.061520 = -3942802.801338 nChanged 28 SP:Iteration 42Q (5106.152171 sec): 3 clusters Score: Raw -3946169.504646 + Penalty 3354.061520 = -3942815.443126 nChanged 17 SP:Iteration 43Q (5106.230909 sec): 3 clusters Score: Raw -3946177.127131 + Penalty 3354.061520 = -3942823.065611 nChanged 16 SP:Iteration 44Q (5106.320891 sec): 3 clusters Score: Raw -3946184.753539 + Penalty 3354.061520 = -3942830.692019 nChanged 10 SP:Iteration 45Q (5106.388389 sec): 3 clusters Score: Raw -3946190.263738 + Penalty 3354.061520 = -3942836.202218 nChanged 13 SP:Iteration 46Q (5106.461550 sec): 3 clusters Score: Raw -3946197.699105 + Penalty 3354.061520 = -3942843.637585 nChanged 9 SP:Iteration 47Q (5106.546897 sec): 3 clusters Score: Raw -3946200.948926 + Penalty 3354.061520 = -3942846.887406 nChanged 9 SP:Iteration 48Q (5106.632210 sec): 3 clusters Score: Raw -3946203.949149 + Penalty 3354.061520 = -3942849.887629 nChanged 6 SP:Iteration 49Q (5106.709296 sec): 3 clusters Score: Raw -3946207.808316 + Penalty 3354.061520 = -3942853.746796 nChanged 8 SP:Iteration 50Q (5106.781645 sec): 3 clusters Score: Raw -3946214.631267 + Penalty 3354.061520 = -3942860.569747 nChanged 7 SP:Iteration 51Q (5106.864194 sec): 3 clusters Score: Raw -3946219.475952 + Penalty 3354.061520 = -3942865.414432 nChanged 10 SP:Iteration 52Q (5106.940519 sec): 3 clusters Score: Raw -3946226.425179 + Penalty 3354.061520 = -3942872.363659 nChanged 13 SP:Iteration 53Q (5107.020805 sec): 3 clusters Score: Raw -3946233.916416 + Penalty 3354.061520 = -3942879.854896 nChanged 9 SP:Iteration 54Q (5107.105412 sec): 3 clusters Score: Raw -3946238.828562 + Penalty 3354.061520 = -3942884.767042 nChanged 7 SP:Iteration 55Q (5107.179083 sec): 3 clusters Score: Raw -3946243.041115 + Penalty 3354.061520 = -3942888.979595 nChanged 12 SP:Iteration 56Q (5107.254259 sec): 3 clusters Score: Raw -3946253.574326 + Penalty 3354.061520 = -3942899.512806 nChanged 11 SP:Iteration 57Q (5107.321824 sec): 3 clusters Score: Raw -3946261.181927 + Penalty 3354.061520 = -3942907.120407 nChanged 8 SP:Iteration 58Q (5107.391988 sec): 3 clusters Score: Raw -3946265.007676 + Penalty 3354.061520 = -3942910.946156 nChanged 5 SP:Iteration 59Q (5107.474648 sec): 3 clusters Score: Raw -3946267.407852 + Penalty 3354.061520 = -3942913.346332 nChanged 1 SP:Iteration 60F (5107.559396 sec): 3 clusters Score: Raw -3946267.663789 + Penalty 3354.061520 = -3942913.602269 nChanged 1 SP:Iteration 61Q (5107.644052 sec): 3 clusters Score: Raw -3946268.182835 + Penalty 3354.061520 = -3942914.121315 nChanged 1 SP:Iteration 62Q (5107.732632 sec): 3 clusters Score: Raw -3946268.831305 + Penalty 3354.061520 = -3942914.769785 nChanged 0 SP:Iteration 63F (5107.818149 sec): 3 clusters Score: Raw -3946268.831305 + Penalty 3354.061520 = -3942914.769785 nChanged 0 Trying to split cluster 9 (11402 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5107.865839 sec): 2 clusters Score: Raw -1544704.493484 + Penalty 1518.000909 = -1543186.492575 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5107.921535 sec): 3 clusters Score: Raw -1538088.528826 + Penalty 3036.001819 = -1535052.527007 nChanged 5043 SP:Iteration 1F (5107.984685 sec): 3 clusters Score: Raw -1540817.719119 + Penalty 3036.001819 = -1537781.717300 nChanged 675 SP:Iteration 2F (5108.048353 sec): 3 clusters Score: Raw -1541163.368667 + Penalty 3036.001819 = -1538127.366848 nChanged 672 SP:Iteration 3F (5108.110635 sec): 3 clusters Score: Raw -1541540.670307 + Penalty 3036.001819 = -1538504.668489 nChanged 648 SP:Iteration 4F (5108.172478 sec): 3 clusters Score: Raw -1541939.941900 + Penalty 3036.001819 = -1538903.940082 nChanged 646 SP:Iteration 5F (5108.242280 sec): 3 clusters Score: Raw -1542309.164441 + Penalty 3036.001819 = -1539273.162622 nChanged 626 SP:Iteration 6F (5108.298451 sec): 3 clusters Score: Raw -1542650.683215 + Penalty 3036.001819 = -1539614.681397 nChanged 579 SP:Iteration 7F (5108.351939 sec): 3 clusters Score: Raw -1542961.514929 + Penalty 3036.001819 = -1539925.513111 nChanged 507 SP:Iteration 8Q (5108.413718 sec): 3 clusters Score: Raw -1543239.083988 + Penalty 3036.001819 = -1540203.082170 nChanged 483 SP:Iteration 9Q (5108.484059 sec): 3 clusters Score: Raw -1543509.242435 + Penalty 3036.001819 = -1540473.240617 nChanged 439 SP:Iteration 10Q (5108.533654 sec): 3 clusters Score: Raw -1543753.205749 + Penalty 3036.001819 = -1540717.203930 nChanged 381 SP:Iteration 11Q (5108.599424 sec): 3 clusters Score: Raw -1543985.951187 + Penalty 3036.001819 = -1540949.949368 nChanged 366 SP:Iteration 12Q (5108.648623 sec): 3 clusters Score: Raw -1544269.198509 + Penalty 3036.001819 = -1541233.196691 nChanged 350 SP:Iteration 13Q (5108.715273 sec): 3 clusters Score: Raw -1544536.650869 + Penalty 3036.001819 = -1541500.649050 nChanged 293 SP:Iteration 14Q (5108.786890 sec): 3 clusters Score: Raw -1544749.144766 + Penalty 3036.001819 = -1541713.142947 nChanged 252 SP:Iteration 15Q (5108.841665 sec): 3 clusters Score: Raw -1544914.375655 + Penalty 3036.001819 = -1541878.373836 nChanged 215 SP:Iteration 16Q (5108.917684 sec): 3 clusters Score: Raw -1545046.435376 + Penalty 3036.001819 = -1542010.433558 nChanged 182 SP:Iteration 17Q (5108.981758 sec): 3 clusters Score: Raw -1545149.963505 + Penalty 3036.001819 = -1542113.961687 nChanged 158 SP:Iteration 18Q (5109.036033 sec): 3 clusters Score: Raw -1545242.624629 + Penalty 3036.001819 = -1542206.622810 nChanged 130 SP:Iteration 19Q (5109.103909 sec): 3 clusters Score: Raw -1545307.049521 + Penalty 3036.001819 = -1542271.047703 nChanged 97 SP:Iteration 20F (5109.155794 sec): 3 clusters Score: Raw -1545349.664232 + Penalty 3036.001819 = -1542313.662414 nChanged 68 SP:Iteration 21Q (5109.216504 sec): 3 clusters Score: Raw -1545375.586725 + Penalty 3036.001819 = -1542339.584907 nChanged 59 SP:Iteration 22Q (5109.275638 sec): 3 clusters Score: Raw -1545395.514218 + Penalty 3036.001819 = -1542359.512400 nChanged 51 SP:Iteration 23Q (5109.342536 sec): 3 clusters Score: Raw -1545413.150603 + Penalty 3036.001819 = -1542377.148784 nChanged 48 SP:Iteration 24Q (5109.398787 sec): 3 clusters Score: Raw -1545431.036662 + Penalty 3036.001819 = -1542395.034843 nChanged 49 SP:Iteration 25Q (5109.461842 sec): 3 clusters Score: Raw -1545448.253663 + Penalty 3036.001819 = -1542412.251845 nChanged 46 SP:Iteration 26Q (5109.518759 sec): 3 clusters Score: Raw -1545463.811667 + Penalty 3036.001819 = -1542427.809848 nChanged 49 SP:Iteration 27Q (5109.577426 sec): 3 clusters Score: Raw -1545483.422643 + Penalty 3036.001819 = -1542447.420824 nChanged 43 SP:Iteration 28Q (5109.635690 sec): 3 clusters Score: Raw -1545500.616944 + Penalty 3036.001819 = -1542464.615125 nChanged 27 SP:Iteration 29Q (5109.696612 sec): 3 clusters Score: Raw -1545507.995584 + Penalty 3036.001819 = -1542471.993766 nChanged 32 SP:Iteration 30Q (5109.754447 sec): 3 clusters Score: Raw -1545517.038270 + Penalty 3036.001819 = -1542481.036451 nChanged 23 SP:Iteration 31Q (5109.809510 sec): 3 clusters Score: Raw -1545524.388627 + Penalty 3036.001819 = -1542488.386808 nChanged 24 SP:Iteration 32Q (5109.854239 sec): 3 clusters Score: Raw -1545532.185970 + Penalty 3036.001819 = -1542496.184151 nChanged 21 SP:Iteration 33Q (5109.915437 sec): 3 clusters Score: Raw -1545537.785664 + Penalty 3036.001819 = -1542501.783845 nChanged 15 SP:Iteration 34Q (5109.964399 sec): 3 clusters Score: Raw -1545541.535705 + Penalty 3036.001819 = -1542505.533886 nChanged 13 SP:Iteration 35Q (5110.025517 sec): 3 clusters Score: Raw -1545545.016658 + Penalty 3036.001819 = -1542509.014840 nChanged 13 SP:Iteration 36Q (5110.087352 sec): 3 clusters Score: Raw -1545548.829583 + Penalty 3036.001819 = -1542512.827764 nChanged 11 SP:Iteration 37Q (5110.146078 sec): 3 clusters Score: Raw -1545551.600638 + Penalty 3036.001819 = -1542515.598819 nChanged 9 SP:Iteration 38Q (5110.214179 sec): 3 clusters Score: Raw -1545554.182680 + Penalty 3036.001819 = -1542518.180862 nChanged 10 SP:Iteration 39Q (5110.260564 sec): 3 clusters Score: Raw -1545556.066846 + Penalty 3036.001819 = -1542520.065028 nChanged 4 SP:Iteration 40F (5110.333717 sec): 3 clusters Score: Raw -1545557.082325 + Penalty 3036.001819 = -1542521.080506 nChanged 6 SP:Iteration 41Q (5110.379307 sec): 3 clusters Score: Raw -1545558.531317 + Penalty 3036.001819 = -1542522.529498 nChanged 4 SP:Iteration 42Q (5110.433987 sec): 3 clusters Score: Raw -1545559.187246 + Penalty 3036.001819 = -1542523.185428 nChanged 2 SP:Iteration 43Q (5110.488578 sec): 3 clusters Score: Raw -1545559.631649 + Penalty 3036.001819 = -1542523.629830 nChanged 4 SP:Iteration 44Q (5110.545273 sec): 3 clusters Score: Raw -1545560.206964 + Penalty 3036.001819 = -1542524.205145 nChanged 2 SP:Iteration 45Q (5110.610464 sec): 3 clusters Score: Raw -1545560.392038 + Penalty 3036.001819 = -1542524.390219 nChanged 2 SP:Iteration 46Q (5110.667016 sec): 3 clusters Score: Raw -1545560.915081 + Penalty 3036.001819 = -1542524.913262 nChanged 5 SP:Iteration 47Q (5110.722661 sec): 3 clusters Score: Raw -1545562.125276 + Penalty 3036.001819 = -1542526.123457 nChanged 4 SP:Iteration 48Q (5110.785998 sec): 3 clusters Score: Raw -1545563.400284 + Penalty 3036.001819 = -1542527.398465 nChanged 6 SP:Iteration 49Q (5110.840661 sec): 3 clusters Score: Raw -1545565.296724 + Penalty 3036.001819 = -1542529.294905 nChanged 10 SP:Iteration 50Q (5110.904538 sec): 3 clusters Score: Raw -1545568.338297 + Penalty 3036.001819 = -1542532.336478 nChanged 10 SP:Iteration 51Q (5110.964431 sec): 3 clusters Score: Raw -1545570.284214 + Penalty 3036.001819 = -1542534.282395 nChanged 8 SP:Iteration 52Q (5111.024647 sec): 3 clusters Score: Raw -1545572.667189 + Penalty 3036.001819 = -1542536.665370 nChanged 8 SP:Iteration 53Q (5111.090354 sec): 3 clusters Score: Raw -1545575.250078 + Penalty 3036.001819 = -1542539.248259 nChanged 9 SP:Iteration 54Q (5111.148109 sec): 3 clusters Score: Raw -1545578.468498 + Penalty 3036.001819 = -1542542.466680 nChanged 8 SP:Iteration 55Q (5111.219224 sec): 3 clusters Score: Raw -1545580.719280 + Penalty 3036.001819 = -1542544.717462 nChanged 6 SP:Iteration 56Q (5111.278168 sec): 3 clusters Score: Raw -1545583.424180 + Penalty 3036.001819 = -1542547.422361 nChanged 9 SP:Iteration 57Q (5111.342404 sec): 3 clusters Score: Raw -1545586.153103 + Penalty 3036.001819 = -1542550.151284 nChanged 3 SP:Iteration 58Q (5111.390296 sec): 3 clusters Score: Raw -1545586.894389 + Penalty 3036.001819 = -1542550.892570 nChanged 1 SP:Iteration 59Q (5111.455819 sec): 3 clusters Score: Raw -1545587.324405 + Penalty 3036.001819 = -1542551.322586 nChanged 1 SP:Iteration 60F (5111.519482 sec): 3 clusters Score: Raw -1545587.394107 + Penalty 3036.001819 = -1542551.392288 nChanged 0 Trying to split cluster 10 (2420 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5111.537250 sec): 2 clusters Score: Raw -298153.140116 + Penalty 1266.122458 = -296887.017657 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5111.582936 sec): 3 clusters Score: Raw -297077.271543 + Penalty 2532.244916 = -294545.026627 nChanged 868 SP:Iteration 1F (5111.637371 sec): 3 clusters Score: Raw -297633.856338 + Penalty 2532.244916 = -295101.611421 nChanged 164 SP:Iteration 2F (5111.681245 sec): 3 clusters Score: Raw -297758.547679 + Penalty 2532.244916 = -295226.302762 nChanged 126 SP:Iteration 3F (5111.735032 sec): 3 clusters Score: Raw -297847.312271 + Penalty 2532.244916 = -295315.067355 nChanged 93 SP:Iteration 4Q (5111.785180 sec): 3 clusters Score: Raw -297936.849270 + Penalty 2532.244916 = -295404.604353 nChanged 104 SP:Iteration 5Q (5111.832258 sec): 3 clusters Score: Raw -298049.135759 + Penalty 2532.244916 = -295516.890842 nChanged 114 SP:Iteration 6Q (5111.892264 sec): 3 clusters Score: Raw -298179.701817 + Penalty 2532.244916 = -295647.456900 nChanged 115 SP:Iteration 7Q (5111.940436 sec): 3 clusters Score: Raw -298289.536694 + Penalty 2532.244916 = -295757.291778 nChanged 114 SP:Iteration 8Q (5111.981467 sec): 3 clusters Score: Raw -298397.579979 + Penalty 2532.244916 = -295865.335062 nChanged 117 SP:Iteration 9Q (5112.029762 sec): 3 clusters Score: Raw -298501.283859 + Penalty 2532.244916 = -295969.038943 nChanged 103 SP:Iteration 10Q (5112.078352 sec): 3 clusters Score: Raw -298592.131970 + Penalty 2532.244916 = -296059.887054 nChanged 76 SP:Iteration 11Q (5112.119817 sec): 3 clusters Score: Raw -298655.897423 + Penalty 2532.244916 = -296123.652507 nChanged 51 SP:Iteration 12Q (5112.166130 sec): 3 clusters Score: Raw -298701.321452 + Penalty 2532.244916 = -296169.076536 nChanged 46 SP:Iteration 13Q (5112.217352 sec): 3 clusters Score: Raw -298739.997221 + Penalty 2532.244916 = -296207.752305 nChanged 45 SP:Iteration 14Q (5112.255852 sec): 3 clusters Score: Raw -298776.660603 + Penalty 2532.244916 = -296244.415687 nChanged 38 SP:Iteration 15Q (5112.301976 sec): 3 clusters Score: Raw -298810.359665 + Penalty 2532.244916 = -296278.114749 nChanged 41 SP:Iteration 16Q (5112.349813 sec): 3 clusters Score: Raw -298843.998866 + Penalty 2532.244916 = -296311.753950 nChanged 33 SP:Iteration 17Q (5112.389897 sec): 3 clusters Score: Raw -298864.607314 + Penalty 2532.244916 = -296332.362398 nChanged 14 SP:Iteration 18Q (5112.422744 sec): 3 clusters Score: Raw -298876.860908 + Penalty 2532.244916 = -296344.615992 nChanged 18 SP:Iteration 19Q (5112.466713 sec): 3 clusters Score: Raw -298891.049631 + Penalty 2532.244916 = -296358.804714 nChanged 17 SP:Iteration 20F (5112.509910 sec): 3 clusters Score: Raw -298910.094969 + Penalty 2532.244916 = -296377.850052 nChanged 10 SP:Iteration 21Q (5112.554170 sec): 3 clusters Score: Raw -298917.785359 + Penalty 2532.244916 = -296385.540443 nChanged 12 SP:Iteration 22Q (5112.598862 sec): 3 clusters Score: Raw -298927.856463 + Penalty 2532.244916 = -296395.611547 nChanged 18 SP:Iteration 23Q (5112.642337 sec): 3 clusters Score: Raw -298933.984384 + Penalty 2532.244916 = -296401.739468 nChanged 9 SP:Iteration 24Q (5112.682927 sec): 3 clusters Score: Raw -298936.707943 + Penalty 2532.244916 = -296404.463027 nChanged 5 SP:Iteration 25Q (5112.733975 sec): 3 clusters Score: Raw -298939.916812 + Penalty 2532.244916 = -296407.671896 nChanged 5 SP:Iteration 26Q (5112.777472 sec): 3 clusters Score: Raw -298942.657191 + Penalty 2532.244916 = -296410.412275 nChanged 6 SP:Iteration 27Q (5112.805406 sec): 3 clusters Score: Raw -298945.253558 + Penalty 2532.244916 = -296413.008642 nChanged 8 SP:Iteration 28Q (5112.859991 sec): 3 clusters Score: Raw -298948.097828 + Penalty 2532.244916 = -296415.852912 nChanged 6 SP:Iteration 29Q (5112.894154 sec): 3 clusters Score: Raw -298951.440973 + Penalty 2532.244916 = -296419.196057 nChanged 5 SP:Iteration 30Q (5112.937853 sec): 3 clusters Score: Raw -298953.766386 + Penalty 2532.244916 = -296421.521469 nChanged 7 SP:Iteration 31Q (5112.982416 sec): 3 clusters Score: Raw -298956.003837 + Penalty 2532.244916 = -296423.758921 nChanged 8 SP:Iteration 32Q (5113.027510 sec): 3 clusters Score: Raw -298958.701542 + Penalty 2532.244916 = -296426.456625 nChanged 3 SP:Iteration 33Q (5113.072372 sec): 3 clusters Score: Raw -298959.750894 + Penalty 2532.244916 = -296427.505978 nChanged 1 SP:Iteration 34Q (5113.115175 sec): 3 clusters Score: Raw -298960.433763 + Penalty 2532.244916 = -296428.188847 nChanged 1 SP:Iteration 35Q (5113.165104 sec): 3 clusters Score: Raw -298960.645442 + Penalty 2532.244916 = -296428.400526 nChanged 1 SP:Iteration 36Q (5113.201405 sec): 3 clusters Score: Raw -298961.157078 + Penalty 2532.244916 = -296428.912162 nChanged 1 SP:Iteration 37Q (5113.242434 sec): 3 clusters Score: Raw -298961.834274 + Penalty 2532.244916 = -296429.589358 nChanged 3 SP:Iteration 38Q (5113.284910 sec): 3 clusters Score: Raw -298963.780295 + Penalty 2532.244916 = -296431.535379 nChanged 1 SP:Iteration 39Q (5113.331274 sec): 3 clusters Score: Raw -298964.461184 + Penalty 2532.244916 = -296432.216268 nChanged 0 SP:Iteration 40F (5113.367986 sec): 3 clusters Score: Raw -298964.461184 + Penalty 2532.244916 = -296432.216268 nChanged 0 Trying to split cluster 11 (211868 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5113.635634 sec): 2 clusters Score: Raw -28118600.891993 + Penalty 1992.854292 = -28116608.037701 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5113.986927 sec): 3 clusters Score: Raw -27978264.636459 + Penalty 3985.708583 = -27974278.927876 nChanged 102673 SP:Iteration 1F (5114.376011 sec): 3 clusters Score: Raw -28039813.685809 + Penalty 3985.708583 = -28035827.977226 nChanged 6973 SP:Iteration 2Q (5114.757766 sec): 3 clusters Score: Raw -28041425.514175 + Penalty 3985.708583 = -28037439.805592 nChanged 7165 SP:Iteration 3Q (5115.151217 sec): 3 clusters Score: Raw -28043299.578542 + Penalty 3985.708583 = -28039313.869958 nChanged 7684 SP:Iteration 4Q (5115.534370 sec): 3 clusters Score: Raw -28045624.076574 + Penalty 3985.708583 = -28041638.367990 nChanged 8481 SP:Iteration 5Q (5115.935036 sec): 3 clusters Score: Raw -28048773.828796 + Penalty 3985.708583 = -28044788.120212 nChanged 9706 SP:Iteration 6Q (5116.315700 sec): 3 clusters Score: Raw -28053282.654515 + Penalty 3985.708583 = -28049296.945932 nChanged 11138 SP:Iteration 7F (5116.671764 sec): 3 clusters Score: Raw -28059723.640515 + Penalty 3985.708583 = -28055737.931931 nChanged 12591 SP:Iteration 8F (5117.046804 sec): 3 clusters Score: Raw -28068278.780950 + Penalty 3985.708583 = -28064293.072366 nChanged 13329 SP:Iteration 9F (5117.415352 sec): 3 clusters Score: Raw -28077755.400110 + Penalty 3985.708583 = -28073769.691527 nChanged 12014 SP:Iteration 10F (5117.768060 sec): 3 clusters Score: Raw -28085078.767355 + Penalty 3985.708583 = -28081093.058772 nChanged 9026 SP:Iteration 11Q (5118.149903 sec): 3 clusters Score: Raw -28088694.772959 + Penalty 3985.708583 = -28084709.064376 nChanged 5442 SP:Iteration 12Q (5118.555317 sec): 3 clusters Score: Raw -28090122.001909 + Penalty 3985.708583 = -28086136.293326 nChanged 3515 SP:Iteration 13Q (5118.935902 sec): 3 clusters Score: Raw -28090907.738827 + Penalty 3985.708583 = -28086922.030243 nChanged 2858 SP:Iteration 14Q (5119.303935 sec): 3 clusters Score: Raw -28091574.728956 + Penalty 3985.708583 = -28087589.020372 nChanged 2657 SP:Iteration 15Q (5119.684283 sec): 3 clusters Score: Raw -28092211.991384 + Penalty 3985.708583 = -28088226.282801 nChanged 2654 SP:Iteration 16Q (5120.062515 sec): 3 clusters Score: Raw -28092885.967476 + Penalty 3985.708583 = -28088900.258893 nChanged 2685 SP:Iteration 17Q (5120.417396 sec): 3 clusters Score: Raw -28093583.696308 + Penalty 3985.708583 = -28089597.987724 nChanged 2732 SP:Iteration 18Q (5120.812849 sec): 3 clusters Score: Raw -28094318.591591 + Penalty 3985.708583 = -28090332.883007 nChanged 2845 SP:Iteration 19Q (5121.175726 sec): 3 clusters Score: Raw -28095110.689407 + Penalty 3985.708583 = -28091124.980824 nChanged 2920 SP:Iteration 20F (5121.561350 sec): 3 clusters Score: Raw -28095963.946478 + Penalty 3985.708583 = -28091978.237895 nChanged 3068 SP:Iteration 21Q (5121.925231 sec): 3 clusters Score: Raw -28096878.946772 + Penalty 3985.708583 = -28092893.238189 nChanged 3049 SP:Iteration 22Q (5122.304951 sec): 3 clusters Score: Raw -28097793.962072 + Penalty 3985.708583 = -28093808.253489 nChanged 3098 SP:Iteration 23Q (5122.682504 sec): 3 clusters Score: Raw -28098736.460414 + Penalty 3985.708583 = -28094750.751831 nChanged 3063 SP:Iteration 24Q (5123.039901 sec): 3 clusters Score: Raw -28099617.489139 + Penalty 3985.708583 = -28095631.780556 nChanged 2979 SP:Iteration 25Q (5123.406541 sec): 3 clusters Score: Raw -28100445.313265 + Penalty 3985.708583 = -28096459.604681 nChanged 2929 SP:Iteration 26Q (5123.759606 sec): 3 clusters Score: Raw -28101235.686747 + Penalty 3985.708583 = -28097249.978163 nChanged 2860 SP:Iteration 27Q (5124.121646 sec): 3 clusters Score: Raw -28101958.162665 + Penalty 3985.708583 = -28097972.454082 nChanged 2776 SP:Iteration 28Q (5124.474496 sec): 3 clusters Score: Raw -28102646.899640 + Penalty 3985.708583 = -28098661.191056 nChanged 2662 SP:Iteration 29Q (5124.839679 sec): 3 clusters Score: Raw -28103303.790726 + Penalty 3985.708583 = -28099318.082143 nChanged 2702 SP:Iteration 30Q (5125.192519 sec): 3 clusters Score: Raw -28103991.965173 + Penalty 3985.708583 = -28100006.256590 nChanged 2780 SP:Iteration 31Q (5125.548717 sec): 3 clusters Score: Raw -28104709.544702 + Penalty 3985.708583 = -28100723.836119 nChanged 2800 SP:Iteration 32Q (5125.891298 sec): 3 clusters Score: Raw -28105460.740854 + Penalty 3985.708583 = -28101475.032270 nChanged 2827 SP:Iteration 33Q (5126.250584 sec): 3 clusters Score: Raw -28106235.541741 + Penalty 3985.708583 = -28102249.833157 nChanged 2898 SP:Iteration 34Q (5126.596923 sec): 3 clusters Score: Raw -28107049.750488 + Penalty 3985.708583 = -28103064.041905 nChanged 2874 SP:Iteration 35Q (5126.948229 sec): 3 clusters Score: Raw -28107884.581247 + Penalty 3985.708583 = -28103898.872663 nChanged 2838 SP:Iteration 36Q (5127.271573 sec): 3 clusters Score: Raw -28108738.070791 + Penalty 3985.708583 = -28104752.362208 nChanged 2778 SP:Iteration 37Q (5127.608815 sec): 3 clusters Score: Raw -28109645.992832 + Penalty 3985.708583 = -28105660.284248 nChanged 2810 SP:Iteration 38Q (5127.957386 sec): 3 clusters Score: Raw -28110619.205525 + Penalty 3985.708583 = -28106633.496941 nChanged 2677 SP:Iteration 39Q (5128.331092 sec): 3 clusters Score: Raw -28111584.468862 + Penalty 3985.708583 = -28107598.760279 nChanged 2625 SP:Iteration 40F (5128.726673 sec): 3 clusters Score: Raw -28112607.692938 + Penalty 3985.708583 = -28108621.984354 nChanged 2490 SP:Iteration 41Q (5129.089853 sec): 3 clusters Score: Raw -28113648.773409 + Penalty 3985.708583 = -28109663.064825 nChanged 2290 SP:Iteration 42Q (5129.415769 sec): 3 clusters Score: Raw -28114622.767496 + Penalty 3985.708583 = -28110637.058913 nChanged 2046 SP:Iteration 43Q (5129.748405 sec): 3 clusters Score: Raw -28115510.284445 + Penalty 3985.708583 = -28111524.575861 nChanged 1812 SP:Iteration 44Q (5130.076619 sec): 3 clusters Score: Raw -28116309.580830 + Penalty 3985.708583 = -28112323.872246 nChanged 1636 SP:Iteration 45Q (5130.392697 sec): 3 clusters Score: Raw -28117080.841803 + Penalty 3985.708583 = -28113095.133220 nChanged 1383 SP:Iteration 46Q (5130.731561 sec): 3 clusters Score: Raw -28117771.273077 + Penalty 3985.708583 = -28113785.564494 nChanged 1185 SP:Iteration 47Q (5131.021261 sec): 3 clusters Score: Raw -28118355.631183 + Penalty 3985.708583 = -28114369.922599 nChanged 953 SP:Iteration 48Q (5131.317911 sec): 3 clusters Score: Raw -28118794.815574 + Penalty 3985.708583 = -28114809.106991 nChanged 749 SP:Iteration 49Q (5131.614739 sec): 3 clusters Score: Raw -28119092.227100 + Penalty 3985.708583 = -28115106.518517 nChanged 605 SP:Iteration 50Q (5131.921056 sec): 3 clusters Score: Raw -28119296.723398 + Penalty 3985.708583 = -28115311.014815 nChanged 496 SP:Iteration 51Q (5132.222547 sec): 3 clusters Score: Raw -28119444.158258 + Penalty 3985.708583 = -28115458.449674 nChanged 399 SP:Iteration 52Q (5132.560067 sec): 3 clusters Score: Raw -28119547.333923 + Penalty 3985.708583 = -28115561.625340 nChanged 328 SP:Iteration 53Q (5132.873173 sec): 3 clusters Score: Raw -28119621.621204 + Penalty 3985.708583 = -28115635.912620 nChanged 304 SP:Iteration 54Q (5133.180038 sec): 3 clusters Score: Raw -28119684.379967 + Penalty 3985.708583 = -28115698.671383 nChanged 247 SP:Iteration 55Q (5133.464742 sec): 3 clusters Score: Raw -28119728.915213 + Penalty 3985.708583 = -28115743.206629 nChanged 205 SP:Iteration 56Q (5133.754009 sec): 3 clusters Score: Raw -28119762.802153 + Penalty 3985.708583 = -28115777.093570 nChanged 176 SP:Iteration 57Q (5134.065743 sec): 3 clusters Score: Raw -28119791.677656 + Penalty 3985.708583 = -28115805.969073 nChanged 140 SP:Iteration 58Q (5134.367103 sec): 3 clusters Score: Raw -28119809.239068 + Penalty 3985.708583 = -28115823.530485 nChanged 120 SP:Iteration 59Q (5134.703060 sec): 3 clusters Score: Raw -28119822.541761 + Penalty 3985.708583 = -28115836.833177 nChanged 80 SP:Iteration 60F (5135.075411 sec): 3 clusters Score: Raw -28119830.421182 + Penalty 3985.708583 = -28115844.712599 nChanged 74 SP:Iteration 61Q (5135.382104 sec): 3 clusters Score: Raw -28119837.795136 + Penalty 3985.708583 = -28115852.086552 nChanged 68 SP:Iteration 62Q (5135.706361 sec): 3 clusters Score: Raw -28119844.040680 + Penalty 3985.708583 = -28115858.332097 nChanged 60 SP:Iteration 63Q (5136.032983 sec): 3 clusters Score: Raw -28119848.672839 + Penalty 3985.708583 = -28115862.964256 nChanged 45 SP:Iteration 64Q (5136.335398 sec): 3 clusters Score: Raw -28119852.266480 + Penalty 3985.708583 = -28115866.557896 nChanged 37 SP:Iteration 65Q (5136.639891 sec): 3 clusters Score: Raw -28119854.472597 + Penalty 3985.708583 = -28115868.764013 nChanged 25 SP:Iteration 66Q (5136.942941 sec): 3 clusters Score: Raw -28119856.112261 + Penalty 3985.708583 = -28115870.403677 nChanged 18 SP:Iteration 67Q (5137.250234 sec): 3 clusters Score: Raw -28119857.225781 + Penalty 3985.708583 = -28115871.517197 nChanged 20 SP:Iteration 68Q (5137.555577 sec): 3 clusters Score: Raw -28119858.657928 + Penalty 3985.708583 = -28115872.949345 nChanged 26 SP:Iteration 69Q (5137.871343 sec): 3 clusters Score: Raw -28119860.780107 + Penalty 3985.708583 = -28115875.071524 nChanged 29 SP:Iteration 70Q (5138.179463 sec): 3 clusters Score: Raw -28119863.350548 + Penalty 3985.708583 = -28115877.641965 nChanged 39 SP:Iteration 71Q (5138.486269 sec): 3 clusters Score: Raw -28119867.277388 + Penalty 3985.708583 = -28115881.568805 nChanged 37 SP:Iteration 72Q (5138.783444 sec): 3 clusters Score: Raw -28119870.632326 + Penalty 3985.708583 = -28115884.923742 nChanged 36 SP:Iteration 73Q (5139.110763 sec): 3 clusters Score: Raw -28119874.110026 + Penalty 3985.708583 = -28115888.401443 nChanged 33 SP:Iteration 74Q (5139.406064 sec): 3 clusters Score: Raw -28119877.417522 + Penalty 3985.708583 = -28115891.708938 nChanged 41 SP:Iteration 75Q (5139.712571 sec): 3 clusters Score: Raw -28119880.453940 + Penalty 3985.708583 = -28115894.745356 nChanged 33 SP:Iteration 76Q (5140.001717 sec): 3 clusters Score: Raw -28119882.863591 + Penalty 3985.708583 = -28115897.155007 nChanged 28 SP:Iteration 77Q (5140.295192 sec): 3 clusters Score: Raw -28119885.210762 + Penalty 3985.708583 = -28115899.502178 nChanged 28 SP:Iteration 78Q (5140.588875 sec): 3 clusters Score: Raw -28119887.662966 + Penalty 3985.708583 = -28115901.954383 nChanged 26 SP:Iteration 79Q (5140.882236 sec): 3 clusters Score: Raw -28119889.842301 + Penalty 3985.708583 = -28115904.133718 nChanged 21 SP:Iteration 80F (5141.265169 sec): 3 clusters Score: Raw -28119891.394986 + Penalty 3985.708583 = -28115905.686403 nChanged 19 SP:Iteration 81Q (5141.572923 sec): 3 clusters Score: Raw -28119892.637636 + Penalty 3985.708583 = -28115906.929053 nChanged 15 SP:Iteration 82Q (5141.883348 sec): 3 clusters Score: Raw -28119893.629776 + Penalty 3985.708583 = -28115907.921193 nChanged 18 SP:Iteration 83Q (5142.177596 sec): 3 clusters Score: Raw -28119895.671577 + Penalty 3985.708583 = -28115909.962994 nChanged 22 SP:Iteration 84Q (5142.483909 sec): 3 clusters Score: Raw -28119897.983629 + Penalty 3985.708583 = -28115912.275045 nChanged 27 SP:Iteration 85Q (5142.773181 sec): 3 clusters Score: Raw -28119899.650259 + Penalty 3985.708583 = -28115913.941675 nChanged 16 SP:Iteration 86Q (5143.071325 sec): 3 clusters Score: Raw -28119901.005663 + Penalty 3985.708583 = -28115915.297080 nChanged 17 SP:Iteration 87Q (5143.373238 sec): 3 clusters Score: Raw -28119902.060112 + Penalty 3985.708583 = -28115916.351529 nChanged 12 SP:Iteration 88Q (5143.671348 sec): 3 clusters Score: Raw -28119902.992655 + Penalty 3985.708583 = -28115917.284071 nChanged 18 SP:Iteration 89Q (5143.978857 sec): 3 clusters Score: Raw -28119904.205521 + Penalty 3985.708583 = -28115918.496938 nChanged 13 SP:Iteration 90Q (5144.311878 sec): 3 clusters Score: Raw -28119905.359953 + Penalty 3985.708583 = -28115919.651370 nChanged 18 SP:Iteration 91Q (5144.602554 sec): 3 clusters Score: Raw -28119906.283055 + Penalty 3985.708583 = -28115920.574472 nChanged 9 SP:Iteration 92Q (5144.868150 sec): 3 clusters Score: Raw -28119906.752530 + Penalty 3985.708583 = -28115921.043947 nChanged 8 SP:Iteration 93Q (5145.155218 sec): 3 clusters Score: Raw -28119907.216883 + Penalty 3985.708583 = -28115921.508300 nChanged 7 SP:Iteration 94Q (5145.448671 sec): 3 clusters Score: Raw -28119907.571977 + Penalty 3985.708583 = -28115921.863393 nChanged 8 SP:Iteration 95Q (5145.755192 sec): 3 clusters Score: Raw -28119907.944790 + Penalty 3985.708583 = -28115922.236207 nChanged 5 SP:Iteration 96Q (5146.048683 sec): 3 clusters Score: Raw -28119908.299914 + Penalty 3985.708583 = -28115922.591331 nChanged 2 SP:Iteration 97Q (5146.351576 sec): 3 clusters Score: Raw -28119908.376500 + Penalty 3985.708583 = -28115922.667916 nChanged 3 SP:Iteration 98Q (5146.657895 sec): 3 clusters Score: Raw -28119908.533180 + Penalty 3985.708583 = -28115922.824596 nChanged 1 SP:Iteration 99Q (5146.981759 sec): 3 clusters Score: Raw -28119908.612352 + Penalty 3985.708583 = -28115922.903769 nChanged 2 SP:Iteration 100F (5147.357754 sec): 3 clusters Score: Raw -28119908.705458 + Penalty 3985.708583 = -28115922.996875 nChanged 0 Trying to split cluster 12 (8716 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5147.403443 sec): 2 clusters Score: Raw -1160915.396459 + Penalty 1474.348801 = -1159441.047658 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5147.454193 sec): 3 clusters Score: Raw -1156105.288368 + Penalty 2948.697601 = -1153156.590767 nChanged 3678 SP:Iteration 1F (5147.506602 sec): 3 clusters Score: Raw -1158051.833102 + Penalty 2948.697601 = -1155103.135501 nChanged 543 SP:Iteration 2F (5147.564412 sec): 3 clusters Score: Raw -1158309.695421 + Penalty 2948.697601 = -1155360.997820 nChanged 470 SP:Iteration 3F (5147.622745 sec): 3 clusters Score: Raw -1158522.325161 + Penalty 2948.697601 = -1155573.627560 nChanged 407 SP:Iteration 4Q (5147.680059 sec): 3 clusters Score: Raw -1158720.078833 + Penalty 2948.697601 = -1155771.381232 nChanged 402 SP:Iteration 5Q (5147.737813 sec): 3 clusters Score: Raw -1158938.706945 + Penalty 2948.697601 = -1155990.009344 nChanged 450 SP:Iteration 6F (5147.790205 sec): 3 clusters Score: Raw -1159207.802412 + Penalty 2948.697601 = -1156259.104810 nChanged 492 SP:Iteration 7F (5147.846429 sec): 3 clusters Score: Raw -1159542.922342 + Penalty 2948.697601 = -1156594.224741 nChanged 453 SP:Iteration 8F (5147.906304 sec): 3 clusters Score: Raw -1159886.929694 + Penalty 2948.697601 = -1156938.232093 nChanged 406 SP:Iteration 9Q (5147.967445 sec): 3 clusters Score: Raw -1160176.814342 + Penalty 2948.697601 = -1157228.116741 nChanged 331 SP:Iteration 10Q (5148.010646 sec): 3 clusters Score: Raw -1160419.427233 + Penalty 2948.697601 = -1157470.729631 nChanged 275 SP:Iteration 11Q (5148.060360 sec): 3 clusters Score: Raw -1160605.621304 + Penalty 2948.697601 = -1157656.923702 nChanged 220 SP:Iteration 12Q (5148.110005 sec): 3 clusters Score: Raw -1160754.624696 + Penalty 2948.697601 = -1157805.927095 nChanged 162 SP:Iteration 13Q (5148.157790 sec): 3 clusters Score: Raw -1160842.190849 + Penalty 2948.697601 = -1157893.493248 nChanged 118 SP:Iteration 14Q (5148.209572 sec): 3 clusters Score: Raw -1160911.678760 + Penalty 2948.697601 = -1157962.981159 nChanged 98 SP:Iteration 15Q (5148.274838 sec): 3 clusters Score: Raw -1160980.140698 + Penalty 2948.697601 = -1158031.443097 nChanged 82 SP:Iteration 16Q (5148.325529 sec): 3 clusters Score: Raw -1161047.613522 + Penalty 2948.697601 = -1158098.915921 nChanged 81 SP:Iteration 17Q (5148.380812 sec): 3 clusters Score: Raw -1161127.560693 + Penalty 2948.697601 = -1158178.863091 nChanged 63 SP:Iteration 18Q (5148.424409 sec): 3 clusters Score: Raw -1161176.872194 + Penalty 2948.697601 = -1158228.174593 nChanged 51 SP:Iteration 19Q (5148.467319 sec): 3 clusters Score: Raw -1161208.951625 + Penalty 2948.697601 = -1158260.254024 nChanged 46 SP:Iteration 20F (5148.524466 sec): 3 clusters Score: Raw -1161234.276453 + Penalty 2948.697601 = -1158285.578852 nChanged 31 SP:Iteration 21Q (5148.583141 sec): 3 clusters Score: Raw -1161248.844041 + Penalty 2948.697601 = -1158300.146440 nChanged 21 SP:Iteration 22Q (5148.629165 sec): 3 clusters Score: Raw -1161256.738412 + Penalty 2948.697601 = -1158308.040811 nChanged 11 SP:Iteration 23Q (5148.692838 sec): 3 clusters Score: Raw -1161260.901890 + Penalty 2948.697601 = -1158312.204289 nChanged 9 SP:Iteration 24Q (5148.742409 sec): 3 clusters Score: Raw -1161264.755278 + Penalty 2948.697601 = -1158316.057676 nChanged 9 SP:Iteration 25Q (5148.795718 sec): 3 clusters Score: Raw -1161266.953772 + Penalty 2948.697601 = -1158318.256171 nChanged 8 SP:Iteration 26Q (5148.851056 sec): 3 clusters Score: Raw -1161269.238831 + Penalty 2948.697601 = -1158320.541230 nChanged 5 SP:Iteration 27Q (5148.904847 sec): 3 clusters Score: Raw -1161271.293803 + Penalty 2948.697601 = -1158322.596202 nChanged 4 SP:Iteration 28Q (5148.954666 sec): 3 clusters Score: Raw -1161272.308844 + Penalty 2948.697601 = -1158323.611242 nChanged 3 SP:Iteration 29Q (5149.014718 sec): 3 clusters Score: Raw -1161273.117004 + Penalty 2948.697601 = -1158324.419403 nChanged 1 SP:Iteration 30Q (5149.075387 sec): 3 clusters Score: Raw -1161273.358043 + Penalty 2948.697601 = -1158324.660442 nChanged 0 SP:Iteration 31F (5149.122254 sec): 3 clusters Score: Raw -1161273.358043 + Penalty 2948.697601 = -1158324.660442 nChanged 0 Trying to split cluster 13 (7289 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5149.159246 sec): 2 clusters Score: Raw -988821.606665 + Penalty 1445.294767 = -987376.311898 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5149.217619 sec): 3 clusters Score: Raw -984866.904301 + Penalty 2890.589533 = -981976.314768 nChanged 3054 SP:Iteration 1F (5149.262458 sec): 3 clusters Score: Raw -986494.138005 + Penalty 2890.589533 = -983603.548471 nChanged 542 SP:Iteration 2F (5149.318099 sec): 3 clusters Score: Raw -986816.792393 + Penalty 2890.589533 = -983926.202860 nChanged 487 SP:Iteration 3F (5149.366305 sec): 3 clusters Score: Raw -987160.428275 + Penalty 2890.589533 = -984269.838741 nChanged 442 SP:Iteration 4F (5149.424474 sec): 3 clusters Score: Raw -987518.045759 + Penalty 2890.589533 = -984627.456226 nChanged 447 SP:Iteration 5F (5149.483717 sec): 3 clusters Score: Raw -987905.952877 + Penalty 2890.589533 = -985015.363343 nChanged 436 SP:Iteration 6F (5149.540710 sec): 3 clusters Score: Raw -988263.475565 + Penalty 2890.589533 = -985372.886032 nChanged 412 SP:Iteration 7F (5149.600181 sec): 3 clusters Score: Raw -988523.254706 + Penalty 2890.589533 = -985632.665173 nChanged 338 SP:Iteration 8Q (5149.655138 sec): 3 clusters Score: Raw -988728.818422 + Penalty 2890.589533 = -985838.228889 nChanged 280 SP:Iteration 9Q (5149.719107 sec): 3 clusters Score: Raw -988871.782631 + Penalty 2890.589533 = -985981.193098 nChanged 189 SP:Iteration 10Q (5149.764460 sec): 3 clusters Score: Raw -988954.259167 + Penalty 2890.589533 = -986063.669633 nChanged 160 SP:Iteration 11Q (5149.830729 sec): 3 clusters Score: Raw -989012.316067 + Penalty 2890.589533 = -986121.726534 nChanged 124 SP:Iteration 12Q (5149.884130 sec): 3 clusters Score: Raw -989049.634128 + Penalty 2890.589533 = -986159.044594 nChanged 91 SP:Iteration 13Q (5149.942669 sec): 3 clusters Score: Raw -989075.072587 + Penalty 2890.589533 = -986184.483053 nChanged 69 SP:Iteration 14Q (5149.993262 sec): 3 clusters Score: Raw -989095.101104 + Penalty 2890.589533 = -986204.511570 nChanged 65 SP:Iteration 15Q (5150.055378 sec): 3 clusters Score: Raw -989112.070182 + Penalty 2890.589533 = -986221.480649 nChanged 59 SP:Iteration 16Q (5150.105419 sec): 3 clusters Score: Raw -989127.079802 + Penalty 2890.589533 = -986236.490268 nChanged 65 SP:Iteration 17Q (5150.164050 sec): 3 clusters Score: Raw -989144.509255 + Penalty 2890.589533 = -986253.919722 nChanged 50 SP:Iteration 18Q (5150.221190 sec): 3 clusters Score: Raw -989154.467795 + Penalty 2890.589533 = -986263.878262 nChanged 39 SP:Iteration 19Q (5150.274925 sec): 3 clusters Score: Raw -989162.232233 + Penalty 2890.589533 = -986271.642699 nChanged 26 SP:Iteration 20F (5150.327769 sec): 3 clusters Score: Raw -989168.139487 + Penalty 2890.589533 = -986277.549953 nChanged 39 SP:Iteration 21Q (5150.380018 sec): 3 clusters Score: Raw -989177.140773 + Penalty 2890.589533 = -986286.551240 nChanged 34 SP:Iteration 22Q (5150.434278 sec): 3 clusters Score: Raw -989184.347095 + Penalty 2890.589533 = -986293.757562 nChanged 30 SP:Iteration 23Q (5150.471847 sec): 3 clusters Score: Raw -989189.900779 + Penalty 2890.589533 = -986299.311246 nChanged 25 SP:Iteration 24Q (5150.523340 sec): 3 clusters Score: Raw -989194.296172 + Penalty 2890.589533 = -986303.706638 nChanged 25 SP:Iteration 25Q (5150.581595 sec): 3 clusters Score: Raw -989199.669406 + Penalty 2890.589533 = -986309.079873 nChanged 26 SP:Iteration 26Q (5150.626946 sec): 3 clusters Score: Raw -989206.505526 + Penalty 2890.589533 = -986315.915992 nChanged 38 SP:Iteration 27Q (5150.681860 sec): 3 clusters Score: Raw -989215.866592 + Penalty 2890.589533 = -986325.277059 nChanged 42 SP:Iteration 28Q (5150.736827 sec): 3 clusters Score: Raw -989225.024285 + Penalty 2890.589533 = -986334.434751 nChanged 30 SP:Iteration 29Q (5150.779570 sec): 3 clusters Score: Raw -989231.124627 + Penalty 2890.589533 = -986340.535093 nChanged 24 SP:Iteration 30Q (5150.835883 sec): 3 clusters Score: Raw -989235.853202 + Penalty 2890.589533 = -986345.263669 nChanged 29 SP:Iteration 31Q (5150.888810 sec): 3 clusters Score: Raw -989241.906656 + Penalty 2890.589533 = -986351.317123 nChanged 30 SP:Iteration 32Q (5150.938472 sec): 3 clusters Score: Raw -989249.517760 + Penalty 2890.589533 = -986358.928226 nChanged 27 SP:Iteration 33Q (5150.991554 sec): 3 clusters Score: Raw -989257.153269 + Penalty 2890.589533 = -986366.563736 nChanged 28 SP:Iteration 34Q (5151.044461 sec): 3 clusters Score: Raw -989264.069760 + Penalty 2890.589533 = -986373.480227 nChanged 21 SP:Iteration 35Q (5151.098919 sec): 3 clusters Score: Raw -989267.342318 + Penalty 2890.589533 = -986376.752784 nChanged 15 SP:Iteration 36Q (5151.167826 sec): 3 clusters Score: Raw -989270.089365 + Penalty 2890.589533 = -986379.499831 nChanged 22 SP:Iteration 37Q (5151.218901 sec): 3 clusters Score: Raw -989273.493572 + Penalty 2890.589533 = -986382.904039 nChanged 20 SP:Iteration 38Q (5151.278447 sec): 3 clusters Score: Raw -989277.864489 + Penalty 2890.589533 = -986387.274956 nChanged 19 SP:Iteration 39Q (5151.353323 sec): 3 clusters Score: Raw -989282.502602 + Penalty 2890.589533 = -986391.913068 nChanged 26 SP:Iteration 40F (5151.406335 sec): 3 clusters Score: Raw -989288.340739 + Penalty 2890.589533 = -986397.751206 nChanged 24 SP:Iteration 41Q (5151.470777 sec): 3 clusters Score: Raw -989294.322681 + Penalty 2890.589533 = -986403.733148 nChanged 26 SP:Iteration 42Q (5151.524433 sec): 3 clusters Score: Raw -989300.797397 + Penalty 2890.589533 = -986410.207864 nChanged 19 SP:Iteration 43Q (5151.568405 sec): 3 clusters Score: Raw -989304.555778 + Penalty 2890.589533 = -986413.966244 nChanged 17 SP:Iteration 44Q (5151.631936 sec): 3 clusters Score: Raw -989308.183997 + Penalty 2890.589533 = -986417.594463 nChanged 11 SP:Iteration 45Q (5151.680307 sec): 3 clusters Score: Raw -989310.458337 + Penalty 2890.589533 = -986419.868804 nChanged 10 SP:Iteration 46Q (5151.735649 sec): 3 clusters Score: Raw -989312.346024 + Penalty 2890.589533 = -986421.756491 nChanged 12 SP:Iteration 47Q (5151.787899 sec): 3 clusters Score: Raw -989314.695803 + Penalty 2890.589533 = -986424.106270 nChanged 13 SP:Iteration 48Q (5151.838295 sec): 3 clusters Score: Raw -989317.139601 + Penalty 2890.589533 = -986426.550068 nChanged 16 SP:Iteration 49Q (5151.903853 sec): 3 clusters Score: Raw -989320.335679 + Penalty 2890.589533 = -986429.746146 nChanged 18 SP:Iteration 50Q (5151.950020 sec): 3 clusters Score: Raw -989324.505593 + Penalty 2890.589533 = -986433.916060 nChanged 24 SP:Iteration 51Q (5152.002345 sec): 3 clusters Score: Raw -989332.077153 + Penalty 2890.589533 = -986441.487620 nChanged 26 SP:Iteration 52Q (5152.051006 sec): 3 clusters Score: Raw -989338.969128 + Penalty 2890.589533 = -986448.379595 nChanged 21 SP:Iteration 53Q (5152.116791 sec): 3 clusters Score: Raw -989344.532124 + Penalty 2890.589533 = -986453.942591 nChanged 19 SP:Iteration 54Q (5152.171331 sec): 3 clusters Score: Raw -989350.162324 + Penalty 2890.589533 = -986459.572790 nChanged 18 SP:Iteration 55Q (5152.219245 sec): 3 clusters Score: Raw -989356.525296 + Penalty 2890.589533 = -986465.935763 nChanged 17 SP:Iteration 56Q (5152.273565 sec): 3 clusters Score: Raw -989361.499304 + Penalty 2890.589533 = -986470.909771 nChanged 12 SP:Iteration 57Q (5152.318885 sec): 3 clusters Score: Raw -989364.523748 + Penalty 2890.589533 = -986473.934215 nChanged 10 SP:Iteration 58Q (5152.377938 sec): 3 clusters Score: Raw -989366.580422 + Penalty 2890.589533 = -986475.990888 nChanged 9 SP:Iteration 59Q (5152.431197 sec): 3 clusters Score: Raw -989369.130858 + Penalty 2890.589533 = -986478.541325 nChanged 12 SP:Iteration 60F (5152.474983 sec): 3 clusters Score: Raw -989371.264133 + Penalty 2890.589533 = -986480.674600 nChanged 8 SP:Iteration 61Q (5152.535367 sec): 3 clusters Score: Raw -989372.804261 + Penalty 2890.589533 = -986482.214728 nChanged 7 SP:Iteration 62Q (5152.584678 sec): 3 clusters Score: Raw -989374.494649 + Penalty 2890.589533 = -986483.905115 nChanged 7 SP:Iteration 63Q (5152.640662 sec): 3 clusters Score: Raw -989375.903331 + Penalty 2890.589533 = -986485.313798 nChanged 5 SP:Iteration 64Q (5152.697298 sec): 3 clusters Score: Raw -989377.169813 + Penalty 2890.589533 = -986486.580279 nChanged 8 SP:Iteration 65Q (5152.750417 sec): 3 clusters Score: Raw -989378.462370 + Penalty 2890.589533 = -986487.872837 nChanged 8 SP:Iteration 66Q (5152.801407 sec): 3 clusters Score: Raw -989379.867074 + Penalty 2890.589533 = -986489.277541 nChanged 5 SP:Iteration 67Q (5152.851293 sec): 3 clusters Score: Raw -989380.971708 + Penalty 2890.589533 = -986490.382174 nChanged 6 SP:Iteration 68Q (5152.908636 sec): 3 clusters Score: Raw -989382.185842 + Penalty 2890.589533 = -986491.596309 nChanged 6 SP:Iteration 69Q (5152.958848 sec): 3 clusters Score: Raw -989384.071859 + Penalty 2890.589533 = -986493.482325 nChanged 8 SP:Iteration 70Q (5153.011567 sec): 3 clusters Score: Raw -989386.991870 + Penalty 2890.589533 = -986496.402337 nChanged 8 SP:Iteration 71Q (5153.068047 sec): 3 clusters Score: Raw -989389.581386 + Penalty 2890.589533 = -986498.991853 nChanged 10 SP:Iteration 72Q (5153.124544 sec): 3 clusters Score: Raw -989393.002481 + Penalty 2890.589533 = -986502.412948 nChanged 13 SP:Iteration 73Q (5153.185297 sec): 3 clusters Score: Raw -989397.587645 + Penalty 2890.589533 = -986506.998112 nChanged 12 SP:Iteration 74Q (5153.247163 sec): 3 clusters Score: Raw -989400.084983 + Penalty 2890.589533 = -986509.495449 nChanged 10 SP:Iteration 75Q (5153.303620 sec): 3 clusters Score: Raw -989402.984748 + Penalty 2890.589533 = -986512.395214 nChanged 14 SP:Iteration 76Q (5153.350386 sec): 3 clusters Score: Raw -989407.015641 + Penalty 2890.589533 = -986516.426108 nChanged 11 SP:Iteration 77Q (5153.405852 sec): 3 clusters Score: Raw -989411.004871 + Penalty 2890.589533 = -986520.415337 nChanged 12 SP:Iteration 78Q (5153.464279 sec): 3 clusters Score: Raw -989415.723575 + Penalty 2890.589533 = -986525.134042 nChanged 11 SP:Iteration 79Q (5153.521447 sec): 3 clusters Score: Raw -989418.835552 + Penalty 2890.589533 = -986528.246018 nChanged 12 SP:Iteration 80F (5153.573151 sec): 3 clusters Score: Raw -989421.879691 + Penalty 2890.589533 = -986531.290157 nChanged 13 SP:Iteration 81Q (5153.629101 sec): 3 clusters Score: Raw -989425.362775 + Penalty 2890.589533 = -986534.773242 nChanged 12 SP:Iteration 82Q (5153.681541 sec): 3 clusters Score: Raw -989428.925321 + Penalty 2890.589533 = -986538.335787 nChanged 19 SP:Iteration 83Q (5153.724807 sec): 3 clusters Score: Raw -989433.652381 + Penalty 2890.589533 = -986543.062848 nChanged 14 SP:Iteration 84Q (5153.777736 sec): 3 clusters Score: Raw -989437.379151 + Penalty 2890.589533 = -986546.789618 nChanged 19 SP:Iteration 85Q (5153.849428 sec): 3 clusters Score: Raw -989442.254285 + Penalty 2890.589533 = -986551.664752 nChanged 12 SP:Iteration 86Q (5153.896385 sec): 3 clusters Score: Raw -989445.900244 + Penalty 2890.589533 = -986555.310710 nChanged 17 SP:Iteration 87Q (5153.954028 sec): 3 clusters Score: Raw -989452.764507 + Penalty 2890.589533 = -986562.174973 nChanged 20 SP:Iteration 88Q (5153.998803 sec): 3 clusters Score: Raw -989458.814921 + Penalty 2890.589533 = -986568.225387 nChanged 11 SP:Iteration 89Q (5154.054074 sec): 3 clusters Score: Raw -989461.894074 + Penalty 2890.589533 = -986571.304540 nChanged 5 SP:Iteration 90Q (5154.115155 sec): 3 clusters Score: Raw -989464.023541 + Penalty 2890.589533 = -986573.434008 nChanged 3 SP:Iteration 91Q (5154.171069 sec): 3 clusters Score: Raw -989465.051911 + Penalty 2890.589533 = -986574.462377 nChanged 1 SP:Iteration 92Q (5154.234189 sec): 3 clusters Score: Raw -989465.233963 + Penalty 2890.589533 = -986574.644429 nChanged 1 SP:Iteration 93Q (5154.296108 sec): 3 clusters Score: Raw -989465.393153 + Penalty 2890.589533 = -986574.803619 nChanged 1 SP:Iteration 94Q (5154.351901 sec): 3 clusters Score: Raw -989465.786699 + Penalty 2890.589533 = -986575.197165 nChanged 2 SP:Iteration 95Q (5154.397396 sec): 3 clusters Score: Raw -989466.357940 + Penalty 2890.589533 = -986575.768406 nChanged 4 SP:Iteration 96Q (5154.452412 sec): 3 clusters Score: Raw -989467.553588 + Penalty 2890.589533 = -986576.964054 nChanged 3 SP:Iteration 97Q (5154.517783 sec): 3 clusters Score: Raw -989468.148779 + Penalty 2890.589533 = -986577.559246 nChanged 0 SP:Iteration 98F (5154.554614 sec): 3 clusters Score: Raw -989468.148779 + Penalty 2890.589533 = -986577.559246 nChanged 0 Trying to split cluster 14 (8028 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5154.598193 sec): 2 clusters Score: Raw -1066136.615368 + Penalty 1460.987240 = -1064675.628127 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5154.644867 sec): 3 clusters Score: Raw -1061704.772190 + Penalty 2921.974481 = -1058782.797709 nChanged 3414 SP:Iteration 1F (5154.712784 sec): 3 clusters Score: Raw -1063468.881062 + Penalty 2921.974481 = -1060546.906581 nChanged 495 SP:Iteration 2F (5154.765373 sec): 3 clusters Score: Raw -1063659.478075 + Penalty 2921.974481 = -1060737.503595 nChanged 356 SP:Iteration 3Q (5154.812307 sec): 3 clusters Score: Raw -1063803.321159 + Penalty 2921.974481 = -1060881.346678 nChanged 323 SP:Iteration 4Q (5154.870697 sec): 3 clusters Score: Raw -1063925.107008 + Penalty 2921.974481 = -1061003.132527 nChanged 302 SP:Iteration 5Q (5154.928432 sec): 3 clusters Score: Raw -1064027.006006 + Penalty 2921.974481 = -1061105.031525 nChanged 252 SP:Iteration 6Q (5154.982929 sec): 3 clusters Score: Raw -1064110.014111 + Penalty 2921.974481 = -1061188.039630 nChanged 215 SP:Iteration 7Q (5155.049436 sec): 3 clusters Score: Raw -1064182.142082 + Penalty 2921.974481 = -1061260.167602 nChanged 212 SP:Iteration 8Q (5155.106051 sec): 3 clusters Score: Raw -1064253.376156 + Penalty 2921.974481 = -1061331.401675 nChanged 198 SP:Iteration 9Q (5155.158983 sec): 3 clusters Score: Raw -1064333.133048 + Penalty 2921.974481 = -1061411.158568 nChanged 224 SP:Iteration 10Q (5155.219579 sec): 3 clusters Score: Raw -1064429.286956 + Penalty 2921.974481 = -1061507.312475 nChanged 246 SP:Iteration 11Q (5155.274997 sec): 3 clusters Score: Raw -1064554.636723 + Penalty 2921.974481 = -1061632.662242 nChanged 246 SP:Iteration 12Q (5155.332157 sec): 3 clusters Score: Raw -1064663.748754 + Penalty 2921.974481 = -1061741.774273 nChanged 267 SP:Iteration 13Q (5155.393084 sec): 3 clusters Score: Raw -1064785.052223 + Penalty 2921.974481 = -1061863.077742 nChanged 245 SP:Iteration 14Q (5155.452241 sec): 3 clusters Score: Raw -1064918.926239 + Penalty 2921.974481 = -1061996.951758 nChanged 279 SP:Iteration 15Q (5155.515856 sec): 3 clusters Score: Raw -1065084.474965 + Penalty 2921.974481 = -1062162.500484 nChanged 263 SP:Iteration 16Q (5155.566511 sec): 3 clusters Score: Raw -1065225.458765 + Penalty 2921.974481 = -1062303.484284 nChanged 247 SP:Iteration 17Q (5155.628168 sec): 3 clusters Score: Raw -1065376.811212 + Penalty 2921.974481 = -1062454.836731 nChanged 236 SP:Iteration 18Q (5155.685145 sec): 3 clusters Score: Raw -1065509.326569 + Penalty 2921.974481 = -1062587.352088 nChanged 191 SP:Iteration 19Q (5155.742889 sec): 3 clusters Score: Raw -1065613.453401 + Penalty 2921.974481 = -1062691.478920 nChanged 191 SP:Iteration 20F (5155.788708 sec): 3 clusters Score: Raw -1065709.997087 + Penalty 2921.974481 = -1062788.022606 nChanged 153 SP:Iteration 21Q (5155.853628 sec): 3 clusters Score: Raw -1065782.261253 + Penalty 2921.974481 = -1062860.286772 nChanged 117 SP:Iteration 22Q (5155.908988 sec): 3 clusters Score: Raw -1065823.622502 + Penalty 2921.974481 = -1062901.648021 nChanged 92 SP:Iteration 23Q (5155.952901 sec): 3 clusters Score: Raw -1065856.523782 + Penalty 2921.974481 = -1062934.549301 nChanged 86 SP:Iteration 24Q (5156.007611 sec): 3 clusters Score: Raw -1065888.190197 + Penalty 2921.974481 = -1062966.215716 nChanged 77 SP:Iteration 25Q (5156.073501 sec): 3 clusters Score: Raw -1065913.353568 + Penalty 2921.974481 = -1062991.379088 nChanged 70 SP:Iteration 26Q (5156.121819 sec): 3 clusters Score: Raw -1065931.264905 + Penalty 2921.974481 = -1063009.290424 nChanged 53 SP:Iteration 27Q (5156.182574 sec): 3 clusters Score: Raw -1065945.047240 + Penalty 2921.974481 = -1063023.072759 nChanged 49 SP:Iteration 28Q (5156.241774 sec): 3 clusters Score: Raw -1065955.618094 + Penalty 2921.974481 = -1063033.643613 nChanged 43 SP:Iteration 29Q (5156.304714 sec): 3 clusters Score: Raw -1065965.109081 + Penalty 2921.974481 = -1063043.134600 nChanged 42 SP:Iteration 30Q (5156.358181 sec): 3 clusters Score: Raw -1065976.876649 + Penalty 2921.974481 = -1063054.902168 nChanged 45 SP:Iteration 31Q (5156.414447 sec): 3 clusters Score: Raw -1065990.166674 + Penalty 2921.974481 = -1063068.192193 nChanged 53 SP:Iteration 32Q (5156.484424 sec): 3 clusters Score: Raw -1066005.634850 + Penalty 2921.974481 = -1063083.660369 nChanged 54 SP:Iteration 33Q (5156.526006 sec): 3 clusters Score: Raw -1066021.508206 + Penalty 2921.974481 = -1063099.533726 nChanged 43 SP:Iteration 34Q (5156.584596 sec): 3 clusters Score: Raw -1066031.841393 + Penalty 2921.974481 = -1063109.866912 nChanged 39 SP:Iteration 35Q (5156.638787 sec): 3 clusters Score: Raw -1066039.691107 + Penalty 2921.974481 = -1063117.716626 nChanged 36 SP:Iteration 36Q (5156.688069 sec): 3 clusters Score: Raw -1066046.982068 + Penalty 2921.974481 = -1063125.007587 nChanged 27 SP:Iteration 37Q (5156.739456 sec): 3 clusters Score: Raw -1066053.624536 + Penalty 2921.974481 = -1063131.650056 nChanged 25 SP:Iteration 38Q (5156.795425 sec): 3 clusters Score: Raw -1066057.644291 + Penalty 2921.974481 = -1063135.669810 nChanged 17 SP:Iteration 39Q (5156.841057 sec): 3 clusters Score: Raw -1066060.522731 + Penalty 2921.974481 = -1063138.548250 nChanged 18 SP:Iteration 40F (5156.897308 sec): 3 clusters Score: Raw -1066064.450974 + Penalty 2921.974481 = -1063142.476494 nChanged 18 SP:Iteration 41Q (5156.942753 sec): 3 clusters Score: Raw -1066067.615252 + Penalty 2921.974481 = -1063145.640771 nChanged 13 SP:Iteration 42Q (5156.999674 sec): 3 clusters Score: Raw -1066070.391373 + Penalty 2921.974481 = -1063148.416892 nChanged 14 SP:Iteration 43Q (5157.053369 sec): 3 clusters Score: Raw -1066072.256659 + Penalty 2921.974481 = -1063150.282179 nChanged 10 SP:Iteration 44Q (5157.108508 sec): 3 clusters Score: Raw -1066073.634623 + Penalty 2921.974481 = -1063151.660142 nChanged 10 SP:Iteration 45Q (5157.164460 sec): 3 clusters Score: Raw -1066074.877177 + Penalty 2921.974481 = -1063152.902696 nChanged 4 SP:Iteration 46Q (5157.225480 sec): 3 clusters Score: Raw -1066075.310408 + Penalty 2921.974481 = -1063153.335928 nChanged 4 SP:Iteration 47Q (5157.277221 sec): 3 clusters Score: Raw -1066075.671472 + Penalty 2921.974481 = -1063153.696991 nChanged 1 SP:Iteration 48Q (5157.339102 sec): 3 clusters Score: Raw -1066075.801467 + Penalty 2921.974481 = -1063153.826986 nChanged 2 SP:Iteration 49Q (5157.391526 sec): 3 clusters Score: Raw -1066076.118102 + Penalty 2921.974481 = -1063154.143621 nChanged 4 SP:Iteration 50Q (5157.459215 sec): 3 clusters Score: Raw -1066076.591039 + Penalty 2921.974481 = -1063154.616558 nChanged 5 SP:Iteration 51Q (5157.499893 sec): 3 clusters Score: Raw -1066077.347748 + Penalty 2921.974481 = -1063155.373267 nChanged 4 SP:Iteration 52Q (5157.565291 sec): 3 clusters Score: Raw -1066077.756771 + Penalty 2921.974481 = -1063155.782290 nChanged 1 SP:Iteration 53Q (5157.623766 sec): 3 clusters Score: Raw -1066077.932439 + Penalty 2921.974481 = -1063155.957959 nChanged 3 SP:Iteration 54Q (5157.665251 sec): 3 clusters Score: Raw -1066078.155695 + Penalty 2921.974481 = -1063156.181214 nChanged 2 SP:Iteration 55Q (5157.718068 sec): 3 clusters Score: Raw -1066078.440091 + Penalty 2921.974481 = -1063156.465610 nChanged 1 SP:Iteration 56Q (5157.774850 sec): 3 clusters Score: Raw -1066078.827986 + Penalty 2921.974481 = -1063156.853505 nChanged 2 SP:Iteration 57Q (5157.826497 sec): 3 clusters Score: Raw -1066079.090644 + Penalty 2921.974481 = -1063157.116164 nChanged 4 SP:Iteration 58Q (5157.883706 sec): 3 clusters Score: Raw -1066079.545503 + Penalty 2921.974481 = -1063157.571022 nChanged 3 SP:Iteration 59Q (5157.938821 sec): 3 clusters Score: Raw -1066079.790021 + Penalty 2921.974481 = -1063157.815540 nChanged 3 SP:Iteration 60F (5157.999006 sec): 3 clusters Score: Raw -1066080.044636 + Penalty 2921.974481 = -1063158.070155 nChanged 1 SP:Iteration 61Q (5158.052875 sec): 3 clusters Score: Raw -1066080.133644 + Penalty 2921.974481 = -1063158.159163 nChanged 1 SP:Iteration 62Q (5158.102399 sec): 3 clusters Score: Raw -1066080.177268 + Penalty 2921.974481 = -1063158.202788 nChanged 0 SP:Iteration 63F (5158.163038 sec): 3 clusters Score: Raw -1066080.177268 + Penalty 2921.974481 = -1063158.202788 nChanged 0 Trying to split cluster 15 (66580 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5158.268939 sec): 2 clusters Score: Raw -8645093.105750 + Penalty 1804.750921 = -8643288.354830 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5158.419553 sec): 3 clusters Score: Raw -8602362.630837 + Penalty 3609.501841 = -8598753.128996 nChanged 31512 SP:Iteration 1F (5158.566391 sec): 3 clusters Score: Raw -8622219.698770 + Penalty 3609.501841 = -8618610.196929 nChanged 3960 SP:Iteration 2F (5158.719783 sec): 3 clusters Score: Raw -8624709.025135 + Penalty 3609.501841 = -8621099.523294 nChanged 4743 SP:Iteration 3F (5158.871145 sec): 3 clusters Score: Raw -8628534.371587 + Penalty 3609.501841 = -8624924.869746 nChanged 5407 SP:Iteration 4F (5159.011966 sec): 3 clusters Score: Raw -8633546.371718 + Penalty 3609.501841 = -8629936.869876 nChanged 5054 SP:Iteration 5F (5159.162835 sec): 3 clusters Score: Raw -8637941.936786 + Penalty 3609.501841 = -8634332.434945 nChanged 3742 SP:Iteration 6F (5159.322840 sec): 3 clusters Score: Raw -8640353.878343 + Penalty 3609.501841 = -8636744.376501 nChanged 2296 SP:Iteration 7Q (5159.471415 sec): 3 clusters Score: Raw -8641621.145976 + Penalty 3609.501841 = -8638011.644135 nChanged 1597 SP:Iteration 8Q (5159.610658 sec): 3 clusters Score: Raw -8642589.452475 + Penalty 3609.501841 = -8638979.950634 nChanged 1385 SP:Iteration 9Q (5159.758110 sec): 3 clusters Score: Raw -8643433.278376 + Penalty 3609.501841 = -8639823.776535 nChanged 1245 SP:Iteration 10Q (5159.906256 sec): 3 clusters Score: Raw -8644177.479550 + Penalty 3609.501841 = -8640567.977709 nChanged 1068 SP:Iteration 11Q (5160.056916 sec): 3 clusters Score: Raw -8644761.409790 + Penalty 3609.501841 = -8641151.907949 nChanged 928 SP:Iteration 12Q (5160.212643 sec): 3 clusters Score: Raw -8645134.744107 + Penalty 3609.501841 = -8641525.242266 nChanged 724 SP:Iteration 13Q (5160.359176 sec): 3 clusters Score: Raw -8645350.343545 + Penalty 3609.501841 = -8641740.841704 nChanged 559 SP:Iteration 14Q (5160.514108 sec): 3 clusters Score: Raw -8645484.771804 + Penalty 3609.501841 = -8641875.269963 nChanged 465 SP:Iteration 15Q (5160.666760 sec): 3 clusters Score: Raw -8645577.748265 + Penalty 3609.501841 = -8641968.246424 nChanged 357 SP:Iteration 16Q (5160.818746 sec): 3 clusters Score: Raw -8645636.554652 + Penalty 3609.501841 = -8642027.052811 nChanged 297 SP:Iteration 17Q (5160.976992 sec): 3 clusters Score: Raw -8645683.181132 + Penalty 3609.501841 = -8642073.679291 nChanged 235 SP:Iteration 18Q (5161.129302 sec): 3 clusters Score: Raw -8645711.024333 + Penalty 3609.501841 = -8642101.522492 nChanged 205 SP:Iteration 19Q (5161.275301 sec): 3 clusters Score: Raw -8645732.842767 + Penalty 3609.501841 = -8642123.340926 nChanged 179 SP:Iteration 20F (5161.422744 sec): 3 clusters Score: Raw -8645751.420502 + Penalty 3609.501841 = -8642141.918661 nChanged 167 SP:Iteration 21Q (5161.568667 sec): 3 clusters Score: Raw -8645767.450869 + Penalty 3609.501841 = -8642157.949028 nChanged 157 SP:Iteration 22Q (5161.705218 sec): 3 clusters Score: Raw -8645781.476874 + Penalty 3609.501841 = -8642171.975033 nChanged 154 SP:Iteration 23Q (5161.820933 sec): 3 clusters Score: Raw -8645795.500060 + Penalty 3609.501841 = -8642185.998219 nChanged 171 SP:Iteration 24Q (5161.947830 sec): 3 clusters Score: Raw -8645811.424628 + Penalty 3609.501841 = -8642201.922787 nChanged 146 SP:Iteration 25Q (5162.076598 sec): 3 clusters Score: Raw -8645824.030227 + Penalty 3609.501841 = -8642214.528386 nChanged 130 SP:Iteration 26Q (5162.224643 sec): 3 clusters Score: Raw -8645833.724623 + Penalty 3609.501841 = -8642224.222782 nChanged 115 SP:Iteration 27Q (5162.364986 sec): 3 clusters Score: Raw -8645843.297870 + Penalty 3609.501841 = -8642233.796029 nChanged 127 SP:Iteration 28Q (5162.498371 sec): 3 clusters Score: Raw -8645852.872290 + Penalty 3609.501841 = -8642243.370449 nChanged 112 SP:Iteration 29Q (5162.636757 sec): 3 clusters Score: Raw -8645859.929760 + Penalty 3609.501841 = -8642250.427919 nChanged 93 SP:Iteration 30Q (5162.780732 sec): 3 clusters Score: Raw -8645865.609441 + Penalty 3609.501841 = -8642256.107600 nChanged 84 SP:Iteration 31Q (5162.918160 sec): 3 clusters Score: Raw -8645870.229939 + Penalty 3609.501841 = -8642260.728098 nChanged 71 SP:Iteration 32Q (5163.053981 sec): 3 clusters Score: Raw -8645874.123906 + Penalty 3609.501841 = -8642264.622065 nChanged 69 SP:Iteration 33Q (5163.204723 sec): 3 clusters Score: Raw -8645878.129499 + Penalty 3609.501841 = -8642268.627658 nChanged 66 SP:Iteration 34Q (5163.344643 sec): 3 clusters Score: Raw -8645882.563839 + Penalty 3609.501841 = -8642273.061998 nChanged 84 SP:Iteration 35Q (5163.481305 sec): 3 clusters Score: Raw -8645887.891932 + Penalty 3609.501841 = -8642278.390091 nChanged 80 SP:Iteration 36Q (5163.625782 sec): 3 clusters Score: Raw -8645893.221413 + Penalty 3609.501841 = -8642283.719572 nChanged 99 SP:Iteration 37Q (5163.768918 sec): 3 clusters Score: Raw -8645900.852747 + Penalty 3609.501841 = -8642291.350906 nChanged 102 SP:Iteration 38Q (5163.905776 sec): 3 clusters Score: Raw -8645907.880137 + Penalty 3609.501841 = -8642298.378296 nChanged 104 SP:Iteration 39Q (5164.042472 sec): 3 clusters Score: Raw -8645915.906772 + Penalty 3609.501841 = -8642306.404931 nChanged 113 SP:Iteration 40F (5164.185946 sec): 3 clusters Score: Raw -8645923.215880 + Penalty 3609.501841 = -8642313.714039 nChanged 96 SP:Iteration 41Q (5164.316506 sec): 3 clusters Score: Raw -8645929.283641 + Penalty 3609.501841 = -8642319.781800 nChanged 86 SP:Iteration 42Q (5164.456648 sec): 3 clusters Score: Raw -8645934.781107 + Penalty 3609.501841 = -8642325.279266 nChanged 77 SP:Iteration 43Q (5164.578124 sec): 3 clusters Score: Raw -8645939.570437 + Penalty 3609.501841 = -8642330.068596 nChanged 70 SP:Iteration 44Q (5164.716457 sec): 3 clusters Score: Raw -8645943.863869 + Penalty 3609.501841 = -8642334.362028 nChanged 73 SP:Iteration 45Q (5164.854405 sec): 3 clusters Score: Raw -8645947.751490 + Penalty 3609.501841 = -8642338.249649 nChanged 67 SP:Iteration 46Q (5164.994809 sec): 3 clusters Score: Raw -8645951.599277 + Penalty 3609.501841 = -8642342.097435 nChanged 63 SP:Iteration 47Q (5165.133945 sec): 3 clusters Score: Raw -8645955.267863 + Penalty 3609.501841 = -8642345.766022 nChanged 62 SP:Iteration 48Q (5165.267109 sec): 3 clusters Score: Raw -8645958.952153 + Penalty 3609.501841 = -8642349.450312 nChanged 65 SP:Iteration 49Q (5165.403359 sec): 3 clusters Score: Raw -8645962.133384 + Penalty 3609.501841 = -8642352.631542 nChanged 53 SP:Iteration 50Q (5165.538369 sec): 3 clusters Score: Raw -8645964.817564 + Penalty 3609.501841 = -8642355.315723 nChanged 62 SP:Iteration 51Q (5165.676876 sec): 3 clusters Score: Raw -8645968.794584 + Penalty 3609.501841 = -8642359.292743 nChanged 80 SP:Iteration 52Q (5165.818281 sec): 3 clusters Score: Raw -8645974.163374 + Penalty 3609.501841 = -8642364.661533 nChanged 87 SP:Iteration 53Q (5165.952812 sec): 3 clusters Score: Raw -8645979.927008 + Penalty 3609.501841 = -8642370.425167 nChanged 82 SP:Iteration 54Q (5166.098987 sec): 3 clusters Score: Raw -8645985.756649 + Penalty 3609.501841 = -8642376.254808 nChanged 90 SP:Iteration 55Q (5166.226849 sec): 3 clusters Score: Raw -8645992.389287 + Penalty 3609.501841 = -8642382.887446 nChanged 90 SP:Iteration 56Q (5166.371626 sec): 3 clusters Score: Raw -8645998.625125 + Penalty 3609.501841 = -8642389.123284 nChanged 103 SP:Iteration 57Q (5166.504099 sec): 3 clusters Score: Raw -8646006.011097 + Penalty 3609.501841 = -8642396.509256 nChanged 97 SP:Iteration 58Q (5166.646339 sec): 3 clusters Score: Raw -8646012.769038 + Penalty 3609.501841 = -8642403.267197 nChanged 86 SP:Iteration 59Q (5166.786771 sec): 3 clusters Score: Raw -8646018.090582 + Penalty 3609.501841 = -8642408.588741 nChanged 70 SP:Iteration 60F (5166.936773 sec): 3 clusters Score: Raw -8646022.378150 + Penalty 3609.501841 = -8642412.876309 nChanged 69 SP:Iteration 61Q (5167.079784 sec): 3 clusters Score: Raw -8646026.963600 + Penalty 3609.501841 = -8642417.461759 nChanged 70 SP:Iteration 62Q (5167.220435 sec): 3 clusters Score: Raw -8646031.384586 + Penalty 3609.501841 = -8642421.882745 nChanged 70 SP:Iteration 63Q (5167.347144 sec): 3 clusters Score: Raw -8646035.284664 + Penalty 3609.501841 = -8642425.782823 nChanged 59 SP:Iteration 64Q (5167.487744 sec): 3 clusters Score: Raw -8646038.616521 + Penalty 3609.501841 = -8642429.114680 nChanged 45 SP:Iteration 65Q (5167.624466 sec): 3 clusters Score: Raw -8646040.974760 + Penalty 3609.501841 = -8642431.472919 nChanged 42 SP:Iteration 66Q (5167.760198 sec): 3 clusters Score: Raw -8646042.994275 + Penalty 3609.501841 = -8642433.492433 nChanged 42 SP:Iteration 67Q (5167.894859 sec): 3 clusters Score: Raw -8646045.378274 + Penalty 3609.501841 = -8642435.876433 nChanged 43 SP:Iteration 68Q (5168.018906 sec): 3 clusters Score: Raw -8646047.523183 + Penalty 3609.501841 = -8642438.021342 nChanged 46 SP:Iteration 69Q (5168.160173 sec): 3 clusters Score: Raw -8646049.810228 + Penalty 3609.501841 = -8642440.308387 nChanged 44 SP:Iteration 70Q (5168.297639 sec): 3 clusters Score: Raw -8646051.943019 + Penalty 3609.501841 = -8642442.441178 nChanged 35 SP:Iteration 71Q (5168.437016 sec): 3 clusters Score: Raw -8646053.824870 + Penalty 3609.501841 = -8642444.323029 nChanged 35 SP:Iteration 72Q (5168.575908 sec): 3 clusters Score: Raw -8646055.966011 + Penalty 3609.501841 = -8642446.464170 nChanged 50 SP:Iteration 73Q (5168.709778 sec): 3 clusters Score: Raw -8646058.757182 + Penalty 3609.501841 = -8642449.255341 nChanged 59 SP:Iteration 74Q (5168.848483 sec): 3 clusters Score: Raw -8646062.738085 + Penalty 3609.501841 = -8642453.236244 nChanged 60 SP:Iteration 75Q (5168.986010 sec): 3 clusters Score: Raw -8646066.069154 + Penalty 3609.501841 = -8642456.567313 nChanged 54 SP:Iteration 76Q (5169.118403 sec): 3 clusters Score: Raw -8646069.247450 + Penalty 3609.501841 = -8642459.745609 nChanged 52 SP:Iteration 77Q (5169.255310 sec): 3 clusters Score: Raw -8646072.354174 + Penalty 3609.501841 = -8642462.852332 nChanged 49 SP:Iteration 78Q (5169.405522 sec): 3 clusters Score: Raw -8646075.009587 + Penalty 3609.501841 = -8642465.507746 nChanged 56 SP:Iteration 79Q (5169.542449 sec): 3 clusters Score: Raw -8646077.904925 + Penalty 3609.501841 = -8642468.403084 nChanged 51 SP:Iteration 80F (5169.698474 sec): 3 clusters Score: Raw -8646080.200390 + Penalty 3609.501841 = -8642470.698548 nChanged 34 SP:Iteration 81Q (5169.836149 sec): 3 clusters Score: Raw -8646081.661649 + Penalty 3609.501841 = -8642472.159808 nChanged 32 SP:Iteration 82Q (5169.998086 sec): 3 clusters Score: Raw -8646083.245963 + Penalty 3609.501841 = -8642473.744122 nChanged 34 SP:Iteration 83Q (5170.146884 sec): 3 clusters Score: Raw -8646085.295210 + Penalty 3609.501841 = -8642475.793369 nChanged 46 SP:Iteration 84Q (5170.301200 sec): 3 clusters Score: Raw -8646087.905514 + Penalty 3609.501841 = -8642478.403673 nChanged 40 SP:Iteration 85Q (5170.454535 sec): 3 clusters Score: Raw -8646089.964678 + Penalty 3609.501841 = -8642480.462837 nChanged 40 SP:Iteration 86Q (5170.588227 sec): 3 clusters Score: Raw -8646092.408238 + Penalty 3609.501841 = -8642482.906397 nChanged 61 SP:Iteration 87Q (5170.727526 sec): 3 clusters Score: Raw -8646096.309467 + Penalty 3609.501841 = -8642486.807626 nChanged 54 SP:Iteration 88Q (5170.853838 sec): 3 clusters Score: Raw -8646100.116967 + Penalty 3609.501841 = -8642490.615126 nChanged 50 SP:Iteration 89Q (5170.988929 sec): 3 clusters Score: Raw -8646103.476650 + Penalty 3609.501841 = -8642493.974809 nChanged 50 SP:Iteration 90Q (5171.114487 sec): 3 clusters Score: Raw -8646106.927173 + Penalty 3609.501841 = -8642497.425331 nChanged 46 SP:Iteration 91Q (5171.243422 sec): 3 clusters Score: Raw -8646109.777902 + Penalty 3609.501841 = -8642500.276061 nChanged 42 SP:Iteration 92Q (5171.381663 sec): 3 clusters Score: Raw -8646112.202648 + Penalty 3609.501841 = -8642502.700807 nChanged 37 SP:Iteration 93Q (5171.516435 sec): 3 clusters Score: Raw -8646114.158161 + Penalty 3609.501841 = -8642504.656319 nChanged 38 SP:Iteration 94Q (5171.645314 sec): 3 clusters Score: Raw -8646116.398674 + Penalty 3609.501841 = -8642506.896833 nChanged 43 SP:Iteration 95Q (5171.775221 sec): 3 clusters Score: Raw -8646118.787990 + Penalty 3609.501841 = -8642509.286149 nChanged 38 SP:Iteration 96Q (5171.895381 sec): 3 clusters Score: Raw -8646120.776141 + Penalty 3609.501841 = -8642511.274300 nChanged 41 SP:Iteration 97Q (5172.028421 sec): 3 clusters Score: Raw -8646123.676379 + Penalty 3609.501841 = -8642514.174538 nChanged 34 SP:Iteration 98Q (5172.160128 sec): 3 clusters Score: Raw -8646125.749432 + Penalty 3609.501841 = -8642516.247591 nChanged 38 SP:Iteration 99Q (5172.290431 sec): 3 clusters Score: Raw -8646127.514978 + Penalty 3609.501841 = -8642518.013137 nChanged 26 SP:Iteration 100F (5172.436390 sec): 3 clusters Score: Raw -8646128.635752 + Penalty 3609.501841 = -8642519.133911 nChanged 23 SP:Iteration 101Q (5172.577579 sec): 3 clusters Score: Raw -8646129.778934 + Penalty 3609.501841 = -8642520.277093 nChanged 26 SP:Iteration 102Q (5172.715537 sec): 3 clusters Score: Raw -8646131.138103 + Penalty 3609.501841 = -8642521.636262 nChanged 25 SP:Iteration 103Q (5172.859475 sec): 3 clusters Score: Raw -8646132.491516 + Penalty 3609.501841 = -8642522.989675 nChanged 37 SP:Iteration 104Q (5173.001085 sec): 3 clusters Score: Raw -8646135.071148 + Penalty 3609.501841 = -8642525.569306 nChanged 42 SP:Iteration 105Q (5173.154204 sec): 3 clusters Score: Raw -8646138.129140 + Penalty 3609.501841 = -8642528.627299 nChanged 54 SP:Iteration 106Q (5173.294225 sec): 3 clusters Score: Raw -8646141.668160 + Penalty 3609.501841 = -8642532.166318 nChanged 50 SP:Iteration 107Q (5173.451988 sec): 3 clusters Score: Raw -8646144.517612 + Penalty 3609.501841 = -8642535.015771 nChanged 42 SP:Iteration 108Q (5173.602627 sec): 3 clusters Score: Raw -8646146.942388 + Penalty 3609.501841 = -8642537.440547 nChanged 37 SP:Iteration 109Q (5173.737886 sec): 3 clusters Score: Raw -8646148.973890 + Penalty 3609.501841 = -8642539.472049 nChanged 35 SP:Iteration 110Q (5173.889364 sec): 3 clusters Score: Raw -8646151.193920 + Penalty 3609.501841 = -8642541.692078 nChanged 40 SP:Iteration 111Q (5174.031728 sec): 3 clusters Score: Raw -8646154.100585 + Penalty 3609.501841 = -8642544.598744 nChanged 53 SP:Iteration 112Q (5174.171356 sec): 3 clusters Score: Raw -8646158.268658 + Penalty 3609.501841 = -8642548.766817 nChanged 49 SP:Iteration 113Q (5174.309327 sec): 3 clusters Score: Raw -8646162.303023 + Penalty 3609.501841 = -8642552.801182 nChanged 62 SP:Iteration 114Q (5174.460147 sec): 3 clusters Score: Raw -8646167.554571 + Penalty 3609.501841 = -8642558.052730 nChanged 59 SP:Iteration 115Q (5174.604152 sec): 3 clusters Score: Raw -8646172.163443 + Penalty 3609.501841 = -8642562.661602 nChanged 55 SP:Iteration 116Q (5174.749696 sec): 3 clusters Score: Raw -8646176.731992 + Penalty 3609.501841 = -8642567.230151 nChanged 64 SP:Iteration 117Q (5174.899987 sec): 3 clusters Score: Raw -8646181.636640 + Penalty 3609.501841 = -8642572.134799 nChanged 56 SP:Iteration 118Q (5175.047328 sec): 3 clusters Score: Raw -8646185.745366 + Penalty 3609.501841 = -8642576.243525 nChanged 54 SP:Iteration 119Q (5175.185239 sec): 3 clusters Score: Raw -8646189.609767 + Penalty 3609.501841 = -8642580.107926 nChanged 51 SP:Iteration 120F (5175.339416 sec): 3 clusters Score: Raw -8646192.722869 + Penalty 3609.501841 = -8642583.221028 nChanged 45 SP:Iteration 121Q (5175.489442 sec): 3 clusters Score: Raw -8646195.508790 + Penalty 3609.501841 = -8642586.006949 nChanged 39 SP:Iteration 122Q (5175.622933 sec): 3 clusters Score: Raw -8646197.746930 + Penalty 3609.501841 = -8642588.245089 nChanged 34 SP:Iteration 123Q (5175.776041 sec): 3 clusters Score: Raw -8646199.494474 + Penalty 3609.501841 = -8642589.992632 nChanged 34 SP:Iteration 124Q (5175.916403 sec): 3 clusters Score: Raw -8646201.343783 + Penalty 3609.501841 = -8642591.841942 nChanged 23 SP:Iteration 125Q (5176.045722 sec): 3 clusters Score: Raw -8646202.312153 + Penalty 3609.501841 = -8642592.810312 nChanged 21 SP:Iteration 126Q (5176.183669 sec): 3 clusters Score: Raw -8646203.343373 + Penalty 3609.501841 = -8642593.841532 nChanged 15 SP:Iteration 127Q (5176.316905 sec): 3 clusters Score: Raw -8646204.227204 + Penalty 3609.501841 = -8642594.725363 nChanged 20 SP:Iteration 128Q (5176.459572 sec): 3 clusters Score: Raw -8646205.330744 + Penalty 3609.501841 = -8642595.828902 nChanged 24 SP:Iteration 129Q (5176.596243 sec): 3 clusters Score: Raw -8646206.597208 + Penalty 3609.501841 = -8642597.095367 nChanged 21 SP:Iteration 130Q (5176.729908 sec): 3 clusters Score: Raw -8646207.805706 + Penalty 3609.501841 = -8642598.303865 nChanged 29 SP:Iteration 131Q (5176.873283 sec): 3 clusters Score: Raw -8646209.121406 + Penalty 3609.501841 = -8642599.619565 nChanged 22 SP:Iteration 132Q (5177.011438 sec): 3 clusters Score: Raw -8646210.168543 + Penalty 3609.501841 = -8642600.666702 nChanged 22 SP:Iteration 133Q (5177.150774 sec): 3 clusters Score: Raw -8646211.273392 + Penalty 3609.501841 = -8642601.771551 nChanged 24 SP:Iteration 134Q (5177.293786 sec): 3 clusters Score: Raw -8646212.495798 + Penalty 3609.501841 = -8642602.993957 nChanged 21 SP:Iteration 135Q (5177.429738 sec): 3 clusters Score: Raw -8646213.671335 + Penalty 3609.501841 = -8642604.169494 nChanged 21 SP:Iteration 136Q (5177.571357 sec): 3 clusters Score: Raw -8646214.946395 + Penalty 3609.501841 = -8642605.444554 nChanged 21 SP:Iteration 137Q (5177.695553 sec): 3 clusters Score: Raw -8646216.035061 + Penalty 3609.501841 = -8642606.533220 nChanged 17 SP:Iteration 138Q (5177.823866 sec): 3 clusters Score: Raw -8646216.989556 + Penalty 3609.501841 = -8642607.487715 nChanged 23 SP:Iteration 139Q (5177.952603 sec): 3 clusters Score: Raw -8646218.234013 + Penalty 3609.501841 = -8642608.732172 nChanged 20 SP:Iteration 140F (5178.106695 sec): 3 clusters Score: Raw -8646219.244418 + Penalty 3609.501841 = -8642609.742577 nChanged 21 SP:Iteration 141Q (5178.248452 sec): 3 clusters Score: Raw -8646220.332643 + Penalty 3609.501841 = -8642610.830802 nChanged 22 SP:Iteration 142Q (5178.399831 sec): 3 clusters Score: Raw -8646221.552181 + Penalty 3609.501841 = -8642612.050340 nChanged 26 SP:Iteration 143Q (5178.527700 sec): 3 clusters Score: Raw -8646223.145915 + Penalty 3609.501841 = -8642613.644074 nChanged 31 SP:Iteration 144Q (5178.661962 sec): 3 clusters Score: Raw -8646224.799755 + Penalty 3609.501841 = -8642615.297914 nChanged 27 SP:Iteration 145Q (5178.785299 sec): 3 clusters Score: Raw -8646226.382636 + Penalty 3609.501841 = -8642616.880795 nChanged 24 SP:Iteration 146Q (5178.932975 sec): 3 clusters Score: Raw -8646227.544821 + Penalty 3609.501841 = -8642618.042980 nChanged 24 SP:Iteration 147Q (5179.081207 sec): 3 clusters Score: Raw -8646228.713875 + Penalty 3609.501841 = -8642619.212034 nChanged 28 SP:Iteration 148Q (5179.219835 sec): 3 clusters Score: Raw -8646230.277704 + Penalty 3609.501841 = -8642620.775863 nChanged 29 SP:Iteration 149Q (5179.364180 sec): 3 clusters Score: Raw -8646232.133978 + Penalty 3609.501841 = -8642622.632137 nChanged 34 SP:Iteration 150Q (5179.508239 sec): 3 clusters Score: Raw -8646234.605543 + Penalty 3609.501841 = -8642625.103702 nChanged 32 SP:Iteration 151Q (5179.655161 sec): 3 clusters Score: Raw -8646236.297928 + Penalty 3609.501841 = -8642626.796087 nChanged 29 SP:Iteration 152Q (5179.806082 sec): 3 clusters Score: Raw -8646237.752707 + Penalty 3609.501841 = -8642628.250866 nChanged 27 SP:Iteration 153Q (5179.947722 sec): 3 clusters Score: Raw -8646239.187771 + Penalty 3609.501841 = -8642629.685930 nChanged 30 SP:Iteration 154Q (5180.093468 sec): 3 clusters Score: Raw -8646240.919626 + Penalty 3609.501841 = -8642631.417785 nChanged 30 SP:Iteration 155Q (5180.226367 sec): 3 clusters Score: Raw -8646242.585530 + Penalty 3609.501841 = -8642633.083689 nChanged 21 SP:Iteration 156Q (5180.369595 sec): 3 clusters Score: Raw -8646243.414240 + Penalty 3609.501841 = -8642633.912399 nChanged 15 SP:Iteration 157Q (5180.506228 sec): 3 clusters Score: Raw -8646244.062139 + Penalty 3609.501841 = -8642634.560298 nChanged 15 SP:Iteration 158Q (5180.637558 sec): 3 clusters Score: Raw -8646244.656269 + Penalty 3609.501841 = -8642635.154428 nChanged 12 SP:Iteration 159Q (5180.769478 sec): 3 clusters Score: Raw -8646245.108641 + Penalty 3609.501841 = -8642635.606800 nChanged 14 SP:Iteration 160F (5180.913492 sec): 3 clusters Score: Raw -8646245.722330 + Penalty 3609.501841 = -8642636.220489 nChanged 16 SP:Iteration 161Q (5181.046540 sec): 3 clusters Score: Raw -8646246.533310 + Penalty 3609.501841 = -8642637.031468 nChanged 10 SP:Iteration 162Q (5181.189529 sec): 3 clusters Score: Raw -8646247.067043 + Penalty 3609.501841 = -8642637.565202 nChanged 6 SP:Iteration 163Q (5181.328016 sec): 3 clusters Score: Raw -8646247.251065 + Penalty 3609.501841 = -8642637.749224 nChanged 7 SP:Iteration 164Q (5181.473884 sec): 3 clusters Score: Raw -8646247.554636 + Penalty 3609.501841 = -8642638.052795 nChanged 8 SP:Iteration 165Q (5181.609023 sec): 3 clusters Score: Raw -8646247.866427 + Penalty 3609.501841 = -8642638.364586 nChanged 8 SP:Iteration 166Q (5181.767527 sec): 3 clusters Score: Raw -8646248.210757 + Penalty 3609.501841 = -8642638.708916 nChanged 7 SP:Iteration 167Q (5181.915476 sec): 3 clusters Score: Raw -8646248.515628 + Penalty 3609.501841 = -8642639.013787 nChanged 3 SP:Iteration 168Q (5182.046036 sec): 3 clusters Score: Raw -8646248.639732 + Penalty 3609.501841 = -8642639.137890 nChanged 6 SP:Iteration 169Q (5182.176781 sec): 3 clusters Score: Raw -8646248.871999 + Penalty 3609.501841 = -8642639.370158 nChanged 4 SP:Iteration 170Q (5182.296136 sec): 3 clusters Score: Raw -8646249.057942 + Penalty 3609.501841 = -8642639.556101 nChanged 7 SP:Iteration 171Q (5182.443066 sec): 3 clusters Score: Raw -8646249.269047 + Penalty 3609.501841 = -8642639.767206 nChanged 6 SP:Iteration 172Q (5182.584380 sec): 3 clusters Score: Raw -8646249.538549 + Penalty 3609.501841 = -8642640.036708 nChanged 10 SP:Iteration 173Q (5182.720409 sec): 3 clusters Score: Raw -8646249.933560 + Penalty 3609.501841 = -8642640.431719 nChanged 6 SP:Iteration 174Q (5182.844483 sec): 3 clusters Score: Raw -8646250.171294 + Penalty 3609.501841 = -8642640.669453 nChanged 6 SP:Iteration 175Q (5182.993960 sec): 3 clusters Score: Raw -8646250.565145 + Penalty 3609.501841 = -8642641.063304 nChanged 6 SP:Iteration 176Q (5183.127484 sec): 3 clusters Score: Raw -8646250.804546 + Penalty 3609.501841 = -8642641.302705 nChanged 6 SP:Iteration 177Q (5183.261842 sec): 3 clusters Score: Raw -8646250.977544 + Penalty 3609.501841 = -8642641.475703 nChanged 2 SP:Iteration 178Q (5183.392291 sec): 3 clusters Score: Raw -8646251.073044 + Penalty 3609.501841 = -8642641.571203 nChanged 2 SP:Iteration 179Q (5183.518638 sec): 3 clusters Score: Raw -8646251.121620 + Penalty 3609.501841 = -8642641.619779 nChanged 0 SP:Iteration 180F (5183.665837 sec): 3 clusters Score: Raw -8646251.121620 + Penalty 3609.501841 = -8642641.619779 nChanged 0 Trying to split cluster 16 (34645 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5183.737938 sec): 2 clusters Score: Raw -4278289.087393 + Penalty 1698.597663 = -4276590.489731 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5183.840754 sec): 3 clusters Score: Raw -4256822.188927 + Penalty 3397.195326 = -4253424.993602 nChanged 16075 SP:Iteration 1F (5183.948410 sec): 3 clusters Score: Raw -4266062.150955 + Penalty 3397.195326 = -4262664.955630 nChanged 1938 SP:Iteration 2F (5184.045927 sec): 3 clusters Score: Raw -4266986.465545 + Penalty 3397.195326 = -4263589.270219 nChanged 2019 SP:Iteration 3F (5184.146933 sec): 3 clusters Score: Raw -4268161.547656 + Penalty 3397.195326 = -4264764.352330 nChanged 2120 SP:Iteration 4F (5184.260170 sec): 3 clusters Score: Raw -4269677.772232 + Penalty 3397.195326 = -4266280.576907 nChanged 2319 SP:Iteration 5F (5184.356526 sec): 3 clusters Score: Raw -4271472.105488 + Penalty 3397.195326 = -4268074.910163 nChanged 2353 SP:Iteration 6F (5184.465939 sec): 3 clusters Score: Raw -4273125.176490 + Penalty 3397.195326 = -4269727.981165 nChanged 1961 SP:Iteration 7F (5184.566840 sec): 3 clusters Score: Raw -4274190.829581 + Penalty 3397.195326 = -4270793.634256 nChanged 1490 SP:Iteration 8Q (5184.671007 sec): 3 clusters Score: Raw -4274849.444678 + Penalty 3397.195326 = -4271452.249352 nChanged 1129 SP:Iteration 9Q (5184.768952 sec): 3 clusters Score: Raw -4275210.844154 + Penalty 3397.195326 = -4271813.648829 nChanged 779 SP:Iteration 10Q (5184.876521 sec): 3 clusters Score: Raw -4275428.945609 + Penalty 3397.195326 = -4272031.750283 nChanged 659 SP:Iteration 11Q (5184.988109 sec): 3 clusters Score: Raw -4275621.088364 + Penalty 3397.195326 = -4272223.893038 nChanged 625 SP:Iteration 12Q (5185.092715 sec): 3 clusters Score: Raw -4275794.175744 + Penalty 3397.195326 = -4272396.980419 nChanged 590 SP:Iteration 13Q (5185.190172 sec): 3 clusters Score: Raw -4275945.664489 + Penalty 3397.195326 = -4272548.469164 nChanged 507 SP:Iteration 14Q (5185.296008 sec): 3 clusters Score: Raw -4276067.097492 + Penalty 3397.195326 = -4272669.902166 nChanged 446 SP:Iteration 15Q (5185.398826 sec): 3 clusters Score: Raw -4276162.620299 + Penalty 3397.195326 = -4272765.424974 nChanged 421 SP:Iteration 16Q (5185.496581 sec): 3 clusters Score: Raw -4276258.349301 + Penalty 3397.195326 = -4272861.153975 nChanged 419 SP:Iteration 17Q (5185.605648 sec): 3 clusters Score: Raw -4276355.999842 + Penalty 3397.195326 = -4272958.804517 nChanged 436 SP:Iteration 18Q (5185.700547 sec): 3 clusters Score: Raw -4276449.754875 + Penalty 3397.195326 = -4273052.559549 nChanged 416 SP:Iteration 19Q (5185.804760 sec): 3 clusters Score: Raw -4276542.377838 + Penalty 3397.195326 = -4273145.182512 nChanged 408 SP:Iteration 20F (5185.917629 sec): 3 clusters Score: Raw -4276623.422436 + Penalty 3397.195326 = -4273226.227110 nChanged 392 SP:Iteration 21Q (5186.005943 sec): 3 clusters Score: Raw -4276699.402584 + Penalty 3397.195326 = -4273302.207259 nChanged 395 SP:Iteration 22Q (5186.098994 sec): 3 clusters Score: Raw -4276775.962257 + Penalty 3397.195326 = -4273378.766932 nChanged 364 SP:Iteration 23Q (5186.189109 sec): 3 clusters Score: Raw -4276844.538259 + Penalty 3397.195326 = -4273447.342933 nChanged 337 SP:Iteration 24Q (5186.279914 sec): 3 clusters Score: Raw -4276908.666416 + Penalty 3397.195326 = -4273511.471090 nChanged 335 SP:Iteration 25Q (5186.370000 sec): 3 clusters Score: Raw -4276968.810908 + Penalty 3397.195326 = -4273571.615583 nChanged 321 SP:Iteration 26Q (5186.468864 sec): 3 clusters Score: Raw -4277027.970320 + Penalty 3397.195326 = -4273630.774995 nChanged 320 SP:Iteration 27Q (5186.560852 sec): 3 clusters Score: Raw -4277092.251304 + Penalty 3397.195326 = -4273695.055979 nChanged 322 SP:Iteration 28Q (5186.659900 sec): 3 clusters Score: Raw -4277154.939197 + Penalty 3397.195326 = -4273757.743871 nChanged 315 SP:Iteration 29Q (5186.762083 sec): 3 clusters Score: Raw -4277211.885838 + Penalty 3397.195326 = -4273814.690512 nChanged 306 SP:Iteration 30Q (5186.871351 sec): 3 clusters Score: Raw -4277264.266727 + Penalty 3397.195326 = -4273867.071401 nChanged 291 SP:Iteration 31Q (5186.964773 sec): 3 clusters Score: Raw -4277311.493781 + Penalty 3397.195326 = -4273914.298456 nChanged 286 SP:Iteration 32Q (5187.066414 sec): 3 clusters Score: Raw -4277353.180459 + Penalty 3397.195326 = -4273955.985133 nChanged 261 SP:Iteration 33Q (5187.171556 sec): 3 clusters Score: Raw -4277391.196798 + Penalty 3397.195326 = -4273994.001472 nChanged 239 SP:Iteration 34Q (5187.274580 sec): 3 clusters Score: Raw -4277424.741261 + Penalty 3397.195326 = -4274027.545936 nChanged 248 SP:Iteration 35Q (5187.368242 sec): 3 clusters Score: Raw -4277462.328917 + Penalty 3397.195326 = -4274065.133592 nChanged 246 SP:Iteration 36Q (5187.479300 sec): 3 clusters Score: Raw -4277498.734134 + Penalty 3397.195326 = -4274101.538809 nChanged 244 SP:Iteration 37Q (5187.573276 sec): 3 clusters Score: Raw -4277536.514866 + Penalty 3397.195326 = -4274139.319540 nChanged 259 SP:Iteration 38Q (5187.669383 sec): 3 clusters Score: Raw -4277578.855212 + Penalty 3397.195326 = -4274181.659887 nChanged 246 SP:Iteration 39Q (5187.770533 sec): 3 clusters Score: Raw -4277621.372684 + Penalty 3397.195326 = -4274224.177359 nChanged 254 SP:Iteration 40F (5187.865165 sec): 3 clusters Score: Raw -4277665.540197 + Penalty 3397.195326 = -4274268.344872 nChanged 260 SP:Iteration 41Q (5187.965201 sec): 3 clusters Score: Raw -4277710.848236 + Penalty 3397.195326 = -4274313.652910 nChanged 248 SP:Iteration 42Q (5188.067109 sec): 3 clusters Score: Raw -4277756.070946 + Penalty 3397.195326 = -4274358.875620 nChanged 240 SP:Iteration 43Q (5188.162714 sec): 3 clusters Score: Raw -4277803.941654 + Penalty 3397.195326 = -4274406.746328 nChanged 248 SP:Iteration 44Q (5188.262040 sec): 3 clusters Score: Raw -4277858.614978 + Penalty 3397.195326 = -4274461.419653 nChanged 251 SP:Iteration 45Q (5188.357808 sec): 3 clusters Score: Raw -4277919.784395 + Penalty 3397.195326 = -4274522.589070 nChanged 279 SP:Iteration 46Q (5188.443088 sec): 3 clusters Score: Raw -4277991.467289 + Penalty 3397.195326 = -4274594.271964 nChanged 264 SP:Iteration 47Q (5188.538125 sec): 3 clusters Score: Raw -4278070.794983 + Penalty 3397.195326 = -4274673.599658 nChanged 248 SP:Iteration 48Q (5188.645247 sec): 3 clusters Score: Raw -4278144.825234 + Penalty 3397.195326 = -4274747.629909 nChanged 253 SP:Iteration 49Q (5188.744835 sec): 3 clusters Score: Raw -4278207.689457 + Penalty 3397.195326 = -4274810.494132 nChanged 217 SP:Iteration 50Q (5188.835802 sec): 3 clusters Score: Raw -4278259.766729 + Penalty 3397.195326 = -4274862.571404 nChanged 189 SP:Iteration 51Q (5188.950335 sec): 3 clusters Score: Raw -4278305.265229 + Penalty 3397.195326 = -4274908.069903 nChanged 181 SP:Iteration 52Q (5189.050445 sec): 3 clusters Score: Raw -4278349.344727 + Penalty 3397.195326 = -4274952.149402 nChanged 172 SP:Iteration 53Q (5189.140389 sec): 3 clusters Score: Raw -4278390.706517 + Penalty 3397.195326 = -4274993.511192 nChanged 177 SP:Iteration 54Q (5189.228366 sec): 3 clusters Score: Raw -4278428.760671 + Penalty 3397.195326 = -4275031.565345 nChanged 146 SP:Iteration 55Q (5189.329407 sec): 3 clusters Score: Raw -4278460.905739 + Penalty 3397.195326 = -4275063.710414 nChanged 140 SP:Iteration 56Q (5189.431732 sec): 3 clusters Score: Raw -4278490.591260 + Penalty 3397.195326 = -4275093.395934 nChanged 124 SP:Iteration 57Q (5189.524097 sec): 3 clusters Score: Raw -4278522.767556 + Penalty 3397.195326 = -4275125.572231 nChanged 144 SP:Iteration 58Q (5189.623244 sec): 3 clusters Score: Raw -4278555.672674 + Penalty 3397.195326 = -4275158.477348 nChanged 121 SP:Iteration 59Q (5189.715802 sec): 3 clusters Score: Raw -4278583.181201 + Penalty 3397.195326 = -4275185.985875 nChanged 97 SP:Iteration 60F (5189.816710 sec): 3 clusters Score: Raw -4278600.800888 + Penalty 3397.195326 = -4275203.605562 nChanged 80 SP:Iteration 61Q (5189.900431 sec): 3 clusters Score: Raw -4278612.857128 + Penalty 3397.195326 = -4275215.661802 nChanged 73 SP:Iteration 62Q (5189.974449 sec): 3 clusters Score: Raw -4278625.484064 + Penalty 3397.195326 = -4275228.288739 nChanged 71 SP:Iteration 63Q (5190.067090 sec): 3 clusters Score: Raw -4278636.994852 + Penalty 3397.195326 = -4275239.799527 nChanged 53 SP:Iteration 64Q (5190.146278 sec): 3 clusters Score: Raw -4278645.083865 + Penalty 3397.195326 = -4275247.888540 nChanged 50 SP:Iteration 65Q (5190.240241 sec): 3 clusters Score: Raw -4278651.778942 + Penalty 3397.195326 = -4275254.583616 nChanged 43 SP:Iteration 66Q (5190.342986 sec): 3 clusters Score: Raw -4278657.147083 + Penalty 3397.195326 = -4275259.951758 nChanged 36 SP:Iteration 67Q (5190.448957 sec): 3 clusters Score: Raw -4278662.353487 + Penalty 3397.195326 = -4275265.158161 nChanged 34 SP:Iteration 68Q (5190.541620 sec): 3 clusters Score: Raw -4278666.954869 + Penalty 3397.195326 = -4275269.759544 nChanged 29 SP:Iteration 69Q (5190.641717 sec): 3 clusters Score: Raw -4278671.030598 + Penalty 3397.195326 = -4275273.835272 nChanged 31 SP:Iteration 70Q (5190.746646 sec): 3 clusters Score: Raw -4278674.300691 + Penalty 3397.195326 = -4275277.105365 nChanged 26 SP:Iteration 71Q (5190.845998 sec): 3 clusters Score: Raw -4278677.605199 + Penalty 3397.195326 = -4275280.409873 nChanged 22 SP:Iteration 72Q (5190.944633 sec): 3 clusters Score: Raw -4278680.237537 + Penalty 3397.195326 = -4275283.042212 nChanged 19 SP:Iteration 73Q (5191.034372 sec): 3 clusters Score: Raw -4278682.449116 + Penalty 3397.195326 = -4275285.253791 nChanged 17 SP:Iteration 74Q (5191.134945 sec): 3 clusters Score: Raw -4278684.568823 + Penalty 3397.195326 = -4275287.373498 nChanged 19 SP:Iteration 75Q (5191.233118 sec): 3 clusters Score: Raw -4278687.962393 + Penalty 3397.195326 = -4275290.767068 nChanged 26 SP:Iteration 76Q (5191.319059 sec): 3 clusters Score: Raw -4278692.310343 + Penalty 3397.195326 = -4275295.115018 nChanged 30 SP:Iteration 77Q (5191.414680 sec): 3 clusters Score: Raw -4278695.864978 + Penalty 3397.195326 = -4275298.669652 nChanged 22 SP:Iteration 78Q (5191.509635 sec): 3 clusters Score: Raw -4278698.833121 + Penalty 3397.195326 = -4275301.637795 nChanged 29 SP:Iteration 79Q (5191.603684 sec): 3 clusters Score: Raw -4278702.798437 + Penalty 3397.195326 = -4275305.603112 nChanged 32 SP:Iteration 80F (5191.703837 sec): 3 clusters Score: Raw -4278706.866017 + Penalty 3397.195326 = -4275309.670691 nChanged 26 SP:Iteration 81Q (5191.800251 sec): 3 clusters Score: Raw -4278709.537792 + Penalty 3397.195326 = -4275312.342467 nChanged 17 SP:Iteration 82Q (5191.884351 sec): 3 clusters Score: Raw -4278712.051369 + Penalty 3397.195326 = -4275314.856044 nChanged 16 SP:Iteration 83Q (5191.976365 sec): 3 clusters Score: Raw -4278713.886372 + Penalty 3397.195326 = -4275316.691046 nChanged 13 SP:Iteration 84Q (5192.071470 sec): 3 clusters Score: Raw -4278715.219045 + Penalty 3397.195326 = -4275318.023720 nChanged 12 SP:Iteration 85Q (5192.179217 sec): 3 clusters Score: Raw -4278716.768783 + Penalty 3397.195326 = -4275319.573457 nChanged 17 SP:Iteration 86Q (5192.275593 sec): 3 clusters Score: Raw -4278718.829293 + Penalty 3397.195326 = -4275321.633968 nChanged 12 SP:Iteration 87Q (5192.374792 sec): 3 clusters Score: Raw -4278720.027162 + Penalty 3397.195326 = -4275322.831836 nChanged 11 SP:Iteration 88Q (5192.473824 sec): 3 clusters Score: Raw -4278721.679793 + Penalty 3397.195326 = -4275324.484467 nChanged 13 SP:Iteration 89Q (5192.568348 sec): 3 clusters Score: Raw -4278724.017015 + Penalty 3397.195326 = -4275326.821690 nChanged 17 SP:Iteration 90Q (5192.658456 sec): 3 clusters Score: Raw -4278726.454193 + Penalty 3397.195326 = -4275329.258867 nChanged 21 SP:Iteration 91Q (5192.756495 sec): 3 clusters Score: Raw -4278730.235706 + Penalty 3397.195326 = -4275333.040381 nChanged 22 SP:Iteration 92Q (5192.856961 sec): 3 clusters Score: Raw -4278734.053474 + Penalty 3397.195326 = -4275336.858148 nChanged 32 SP:Iteration 93Q (5192.945400 sec): 3 clusters Score: Raw -4278738.525886 + Penalty 3397.195326 = -4275341.330560 nChanged 21 SP:Iteration 94Q (5193.037442 sec): 3 clusters Score: Raw -4278741.067400 + Penalty 3397.195326 = -4275343.872074 nChanged 15 SP:Iteration 95Q (5193.130505 sec): 3 clusters Score: Raw -4278742.626712 + Penalty 3397.195326 = -4275345.431387 nChanged 8 SP:Iteration 96Q (5193.215886 sec): 3 clusters Score: Raw -4278743.480864 + Penalty 3397.195326 = -4275346.285538 nChanged 9 SP:Iteration 97Q (5193.306691 sec): 3 clusters Score: Raw -4278744.382034 + Penalty 3397.195326 = -4275347.186708 nChanged 10 SP:Iteration 98Q (5193.393005 sec): 3 clusters Score: Raw -4278745.859684 + Penalty 3397.195326 = -4275348.664359 nChanged 12 SP:Iteration 99Q (5193.486867 sec): 3 clusters Score: Raw -4278747.623253 + Penalty 3397.195326 = -4275350.427927 nChanged 10 SP:Iteration 100F (5193.587949 sec): 3 clusters Score: Raw -4278749.045737 + Penalty 3397.195326 = -4275351.850411 nChanged 13 SP:Iteration 101Q (5193.679913 sec): 3 clusters Score: Raw -4278751.087601 + Penalty 3397.195326 = -4275353.892276 nChanged 17 SP:Iteration 102Q (5193.770384 sec): 3 clusters Score: Raw -4278752.801148 + Penalty 3397.195326 = -4275355.605822 nChanged 13 SP:Iteration 103Q (5193.867320 sec): 3 clusters Score: Raw -4278754.179296 + Penalty 3397.195326 = -4275356.983970 nChanged 15 SP:Iteration 104Q (5193.962201 sec): 3 clusters Score: Raw -4278756.049143 + Penalty 3397.195326 = -4275358.853818 nChanged 17 SP:Iteration 105Q (5194.059844 sec): 3 clusters Score: Raw -4278759.461403 + Penalty 3397.195326 = -4275362.266077 nChanged 24 SP:Iteration 106Q (5194.157387 sec): 3 clusters Score: Raw -4278763.517871 + Penalty 3397.195326 = -4275366.322545 nChanged 25 SP:Iteration 107Q (5194.262560 sec): 3 clusters Score: Raw -4278767.247433 + Penalty 3397.195326 = -4275370.052107 nChanged 20 SP:Iteration 108Q (5194.352118 sec): 3 clusters Score: Raw -4278769.753307 + Penalty 3397.195326 = -4275372.557982 nChanged 17 SP:Iteration 109Q (5194.444098 sec): 3 clusters Score: Raw -4278772.049068 + Penalty 3397.195326 = -4275374.853742 nChanged 21 SP:Iteration 110Q (5194.542792 sec): 3 clusters Score: Raw -4278774.570192 + Penalty 3397.195326 = -4275377.374866 nChanged 15 SP:Iteration 111Q (5194.633948 sec): 3 clusters Score: Raw -4278776.976760 + Penalty 3397.195326 = -4275379.781434 nChanged 21 SP:Iteration 112Q (5194.712438 sec): 3 clusters Score: Raw -4278780.111766 + Penalty 3397.195326 = -4275382.916440 nChanged 14 SP:Iteration 113Q (5194.806958 sec): 3 clusters Score: Raw -4278782.147440 + Penalty 3397.195326 = -4275384.952115 nChanged 14 SP:Iteration 114Q (5194.892224 sec): 3 clusters Score: Raw -4278784.304535 + Penalty 3397.195326 = -4275387.109209 nChanged 12 SP:Iteration 115Q (5194.980715 sec): 3 clusters Score: Raw -4278785.756606 + Penalty 3397.195326 = -4275388.561281 nChanged 6 SP:Iteration 116Q (5195.074122 sec): 3 clusters Score: Raw -4278786.300933 + Penalty 3397.195326 = -4275389.105608 nChanged 5 SP:Iteration 117Q (5195.167994 sec): 3 clusters Score: Raw -4278786.768615 + Penalty 3397.195326 = -4275389.573290 nChanged 5 SP:Iteration 118Q (5195.263124 sec): 3 clusters Score: Raw -4278787.402555 + Penalty 3397.195326 = -4275390.207230 nChanged 4 SP:Iteration 119Q (5195.350141 sec): 3 clusters Score: Raw -4278788.171438 + Penalty 3397.195326 = -4275390.976113 nChanged 7 SP:Iteration 120F (5195.459369 sec): 3 clusters Score: Raw -4278789.401852 + Penalty 3397.195326 = -4275392.206527 nChanged 7 SP:Iteration 121Q (5195.560736 sec): 3 clusters Score: Raw -4278790.083108 + Penalty 3397.195326 = -4275392.887782 nChanged 5 SP:Iteration 122Q (5195.641935 sec): 3 clusters Score: Raw -4278790.497775 + Penalty 3397.195326 = -4275393.302450 nChanged 3 SP:Iteration 123Q (5195.737692 sec): 3 clusters Score: Raw -4278790.776729 + Penalty 3397.195326 = -4275393.581404 nChanged 2 SP:Iteration 124Q (5195.837387 sec): 3 clusters Score: Raw -4278791.132547 + Penalty 3397.195326 = -4275393.937222 nChanged 4 SP:Iteration 125Q (5195.930269 sec): 3 clusters Score: Raw -4278791.709170 + Penalty 3397.195326 = -4275394.513845 nChanged 4 SP:Iteration 126Q (5196.019688 sec): 3 clusters Score: Raw -4278792.106290 + Penalty 3397.195326 = -4275394.910964 nChanged 1 SP:Iteration 127Q (5196.119579 sec): 3 clusters Score: Raw -4278792.226019 + Penalty 3397.195326 = -4275395.030693 nChanged 2 SP:Iteration 128Q (5196.206413 sec): 3 clusters Score: Raw -4278792.378413 + Penalty 3397.195326 = -4275395.183088 nChanged 0 SP:Iteration 129F (5196.299865 sec): 3 clusters Score: Raw -4278792.378413 + Penalty 3397.195326 = -4275395.183088 nChanged 0 Trying to split cluster 17 (5139 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5196.329449 sec): 2 clusters Score: Raw -656505.053314 + Penalty 1388.499740 = -655116.553573 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5196.379517 sec): 3 clusters Score: Raw -653787.371248 + Penalty 2776.999481 = -651010.371767 nChanged 2107 SP:Iteration 1F (5196.441399 sec): 3 clusters Score: Raw -654982.380093 + Penalty 2776.999481 = -652205.380612 nChanged 386 SP:Iteration 2F (5196.478485 sec): 3 clusters Score: Raw -655223.768095 + Penalty 2776.999481 = -652446.768615 nChanged 324 SP:Iteration 3F (5196.524977 sec): 3 clusters Score: Raw -655401.925950 + Penalty 2776.999481 = -652624.926469 nChanged 215 SP:Iteration 4Q (5196.575250 sec): 3 clusters Score: Raw -655508.759582 + Penalty 2776.999481 = -652731.760101 nChanged 177 SP:Iteration 5Q (5196.624250 sec): 3 clusters Score: Raw -655591.539261 + Penalty 2776.999481 = -652814.539781 nChanged 162 SP:Iteration 6Q (5196.672136 sec): 3 clusters Score: Raw -655657.732919 + Penalty 2776.999481 = -652880.733438 nChanged 128 SP:Iteration 7Q (5196.724423 sec): 3 clusters Score: Raw -655710.229645 + Penalty 2776.999481 = -652933.230164 nChanged 112 SP:Iteration 8Q (5196.787746 sec): 3 clusters Score: Raw -655754.092465 + Penalty 2776.999481 = -652977.092984 nChanged 102 SP:Iteration 9Q (5196.834278 sec): 3 clusters Score: Raw -655797.761891 + Penalty 2776.999481 = -653020.762411 nChanged 104 SP:Iteration 10Q (5196.884219 sec): 3 clusters Score: Raw -655837.053364 + Penalty 2776.999481 = -653060.053883 nChanged 92 SP:Iteration 11Q (5196.935630 sec): 3 clusters Score: Raw -655864.578727 + Penalty 2776.999481 = -653087.579246 nChanged 63 SP:Iteration 12Q (5196.987685 sec): 3 clusters Score: Raw -655888.005307 + Penalty 2776.999481 = -653111.005826 nChanged 55 SP:Iteration 13Q (5197.037150 sec): 3 clusters Score: Raw -655907.799944 + Penalty 2776.999481 = -653130.800463 nChanged 60 SP:Iteration 14Q (5197.083437 sec): 3 clusters Score: Raw -655925.766808 + Penalty 2776.999481 = -653148.767327 nChanged 49 SP:Iteration 15Q (5197.137668 sec): 3 clusters Score: Raw -655942.582176 + Penalty 2776.999481 = -653165.582695 nChanged 45 SP:Iteration 16Q (5197.192046 sec): 3 clusters Score: Raw -655955.865967 + Penalty 2776.999481 = -653178.866486 nChanged 40 SP:Iteration 17Q (5197.231228 sec): 3 clusters Score: Raw -655969.558350 + Penalty 2776.999481 = -653192.558870 nChanged 38 SP:Iteration 18Q (5197.266451 sec): 3 clusters Score: Raw -655984.916283 + Penalty 2776.999481 = -653207.916802 nChanged 47 SP:Iteration 19Q (5197.315922 sec): 3 clusters Score: Raw -656002.524749 + Penalty 2776.999481 = -653225.525268 nChanged 47 SP:Iteration 20F (5197.377001 sec): 3 clusters Score: Raw -656021.337567 + Penalty 2776.999481 = -653244.338086 nChanged 55 SP:Iteration 21Q (5197.425569 sec): 3 clusters Score: Raw -656040.551151 + Penalty 2776.999481 = -653263.551670 nChanged 45 SP:Iteration 22Q (5197.471727 sec): 3 clusters Score: Raw -656055.543380 + Penalty 2776.999481 = -653278.543899 nChanged 45 SP:Iteration 23Q (5197.533771 sec): 3 clusters Score: Raw -656071.412915 + Penalty 2776.999481 = -653294.413434 nChanged 45 SP:Iteration 24Q (5197.585214 sec): 3 clusters Score: Raw -656091.367057 + Penalty 2776.999481 = -653314.367576 nChanged 55 SP:Iteration 25Q (5197.639905 sec): 3 clusters Score: Raw -656116.957824 + Penalty 2776.999481 = -653339.958343 nChanged 57 SP:Iteration 26Q (5197.695292 sec): 3 clusters Score: Raw -656144.666841 + Penalty 2776.999481 = -653367.667360 nChanged 58 SP:Iteration 27Q (5197.747969 sec): 3 clusters Score: Raw -656167.797634 + Penalty 2776.999481 = -653390.798153 nChanged 62 SP:Iteration 28Q (5197.798530 sec): 3 clusters Score: Raw -656193.276709 + Penalty 2776.999481 = -653416.277228 nChanged 53 SP:Iteration 29Q (5197.860656 sec): 3 clusters Score: Raw -656216.023613 + Penalty 2776.999481 = -653439.024132 nChanged 51 SP:Iteration 30Q (5197.920181 sec): 3 clusters Score: Raw -656241.956371 + Penalty 2776.999481 = -653464.956890 nChanged 51 SP:Iteration 31Q (5197.980152 sec): 3 clusters Score: Raw -656265.634661 + Penalty 2776.999481 = -653488.635180 nChanged 49 SP:Iteration 32Q (5198.035512 sec): 3 clusters Score: Raw -656289.516196 + Penalty 2776.999481 = -653512.516715 nChanged 44 SP:Iteration 33Q (5198.081118 sec): 3 clusters Score: Raw -656307.940740 + Penalty 2776.999481 = -653530.941260 nChanged 38 SP:Iteration 34Q (5198.136548 sec): 3 clusters Score: Raw -656323.236838 + Penalty 2776.999481 = -653546.237358 nChanged 42 SP:Iteration 35Q (5198.192591 sec): 3 clusters Score: Raw -656339.430495 + Penalty 2776.999481 = -653562.431014 nChanged 32 SP:Iteration 36Q (5198.248090 sec): 3 clusters Score: Raw -656354.010920 + Penalty 2776.999481 = -653577.011439 nChanged 36 SP:Iteration 37Q (5198.303467 sec): 3 clusters Score: Raw -656369.975220 + Penalty 2776.999481 = -653592.975739 nChanged 35 SP:Iteration 38Q (5198.358848 sec): 3 clusters Score: Raw -656385.800554 + Penalty 2776.999481 = -653608.801073 nChanged 37 SP:Iteration 39Q (5198.414105 sec): 3 clusters Score: Raw -656401.869111 + Penalty 2776.999481 = -653624.869630 nChanged 29 SP:Iteration 40F (5198.469073 sec): 3 clusters Score: Raw -656417.740287 + Penalty 2776.999481 = -653640.740806 nChanged 32 SP:Iteration 41Q (5198.523863 sec): 3 clusters Score: Raw -656433.381653 + Penalty 2776.999481 = -653656.382172 nChanged 32 SP:Iteration 42Q (5198.578348 sec): 3 clusters Score: Raw -656448.745332 + Penalty 2776.999481 = -653671.745852 nChanged 29 SP:Iteration 43Q (5198.634154 sec): 3 clusters Score: Raw -656461.345094 + Penalty 2776.999481 = -653684.345614 nChanged 20 SP:Iteration 44Q (5198.690561 sec): 3 clusters Score: Raw -656475.214224 + Penalty 2776.999481 = -653698.214743 nChanged 27 SP:Iteration 45Q (5198.750773 sec): 3 clusters Score: Raw -656489.881570 + Penalty 2776.999481 = -653712.882089 nChanged 26 SP:Iteration 46Q (5198.803952 sec): 3 clusters Score: Raw -656504.049217 + Penalty 2776.999481 = -653727.049736 nChanged 23 SP:Iteration 47Q (5198.858110 sec): 3 clusters Score: Raw -656514.081245 + Penalty 2776.999481 = -653737.081765 nChanged 28 SP:Iteration 48Q (5198.911684 sec): 3 clusters Score: Raw -656529.459656 + Penalty 2776.999481 = -653752.460175 nChanged 28 SP:Iteration 49Q (5198.965845 sec): 3 clusters Score: Raw -656547.106954 + Penalty 2776.999481 = -653770.107473 nChanged 26 SP:Iteration 50Q (5199.013218 sec): 3 clusters Score: Raw -656561.695144 + Penalty 2776.999481 = -653784.695663 nChanged 13 SP:Iteration 51Q (5199.077184 sec): 3 clusters Score: Raw -656568.111978 + Penalty 2776.999481 = -653791.112498 nChanged 11 SP:Iteration 52Q (5199.133118 sec): 3 clusters Score: Raw -656572.454561 + Penalty 2776.999481 = -653795.455080 nChanged 13 SP:Iteration 53Q (5199.183400 sec): 3 clusters Score: Raw -656576.956275 + Penalty 2776.999481 = -653799.956795 nChanged 6 SP:Iteration 54Q (5199.242021 sec): 3 clusters Score: Raw -656578.762770 + Penalty 2776.999481 = -653801.763289 nChanged 3 SP:Iteration 55Q (5199.295966 sec): 3 clusters Score: Raw -656580.374685 + Penalty 2776.999481 = -653803.375204 nChanged 3 SP:Iteration 56Q (5199.341863 sec): 3 clusters Score: Raw -656581.409033 + Penalty 2776.999481 = -653804.409552 nChanged 1 SP:Iteration 57Q (5199.391731 sec): 3 clusters Score: Raw -656581.481721 + Penalty 2776.999481 = -653804.482240 nChanged 1 SP:Iteration 58Q (5199.454032 sec): 3 clusters Score: Raw -656581.649321 + Penalty 2776.999481 = -653804.649840 nChanged 0 SP:Iteration 59F (5199.491104 sec): 3 clusters Score: Raw -656581.649321 + Penalty 2776.999481 = -653804.649840 nChanged 0 Trying to split cluster 18 (399 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5199.528937 sec): 2 clusters Score: Raw -42858.743609 + Penalty 973.206230 = -41885.537378 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5199.563307 sec): 3 clusters Score: Raw -42987.663778 + Penalty 1946.412460 = -41041.251317 nChanged 111 SP:Iteration 1F (5199.610656 sec): 3 clusters Score: Raw -43240.881305 + Penalty 1946.412460 = -41294.468845 nChanged 34 SP:Iteration 2F (5199.645092 sec): 3 clusters Score: Raw -43335.240383 + Penalty 1946.412460 = -41388.827923 nChanged 22 SP:Iteration 3F (5199.688845 sec): 3 clusters Score: Raw -43399.547097 + Penalty 1946.412460 = -41453.134637 nChanged 15 SP:Iteration 4Q (5199.731777 sec): 3 clusters Score: Raw -43523.635913 + Penalty 1946.412460 = -41577.223452 nChanged 18 SP:Iteration 5Q (5199.775484 sec): 3 clusters Score: Raw -43596.359939 + Penalty 1946.412460 = -41649.947479 nChanged 15 SP:Iteration 6Q (5199.821630 sec): 3 clusters Score: Raw -43629.910209 + Penalty 1946.412460 = -41683.497749 nChanged 4 SP:Iteration 7Q (5199.871317 sec): 3 clusters Score: Raw -43638.544101 + Penalty 1946.412460 = -41692.131640 nChanged 3 SP:Iteration 8Q (5199.916236 sec): 3 clusters Score: Raw -43645.052985 + Penalty 1946.412460 = -41698.640524 nChanged 2 SP:Iteration 9Q (5199.956495 sec): 3 clusters Score: Raw -43650.060992 + Penalty 1946.412460 = -41703.648532 nChanged 0 SP:Iteration 10F (5199.997007 sec): 3 clusters Score: Raw -43650.060992 + Penalty 1946.412460 = -41703.648532 nChanged 0 Trying to split cluster 19 (16532 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5200.037094 sec): 2 clusters Score: Raw -2074729.447001 + Penalty 1578.371141 = -2073151.075860 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5200.117858 sec): 3 clusters Score: Raw -2064771.298052 + Penalty 3156.742282 = -2061614.555770 nChanged 7484 SP:Iteration 1F (5200.182944 sec): 3 clusters Score: Raw -2068899.698126 + Penalty 3156.742282 = -2065742.955844 nChanged 983 SP:Iteration 2F (5200.254935 sec): 3 clusters Score: Raw -2069325.643937 + Penalty 3156.742282 = -2066168.901655 nChanged 915 SP:Iteration 3F (5200.323940 sec): 3 clusters Score: Raw -2069747.247094 + Penalty 3156.742282 = -2066590.504812 nChanged 895 SP:Iteration 4F (5200.394670 sec): 3 clusters Score: Raw -2070219.573562 + Penalty 3156.742282 = -2067062.831280 nChanged 972 SP:Iteration 5F (5200.466948 sec): 3 clusters Score: Raw -2070805.256363 + Penalty 3156.742282 = -2067648.514081 nChanged 1053 SP:Iteration 6F (5200.540956 sec): 3 clusters Score: Raw -2071583.977258 + Penalty 3156.742282 = -2068427.234976 nChanged 1161 SP:Iteration 7F (5200.609176 sec): 3 clusters Score: Raw -2072538.990424 + Penalty 3156.742282 = -2069382.248142 nChanged 1003 SP:Iteration 8F (5200.685464 sec): 3 clusters Score: Raw -2073375.900062 + Penalty 3156.742282 = -2070219.157780 nChanged 721 SP:Iteration 9Q (5200.767884 sec): 3 clusters Score: Raw -2073984.402922 + Penalty 3156.742282 = -2070827.660640 nChanged 490 SP:Iteration 10Q (5200.831677 sec): 3 clusters Score: Raw -2074397.513926 + Penalty 3156.742282 = -2071240.771644 nChanged 309 SP:Iteration 11Q (5200.913158 sec): 3 clusters Score: Raw -2074665.168522 + Penalty 3156.742282 = -2071508.426240 nChanged 218 SP:Iteration 12Q (5200.977763 sec): 3 clusters Score: Raw -2074849.848853 + Penalty 3156.742282 = -2071693.106571 nChanged 117 SP:Iteration 13Q (5201.037341 sec): 3 clusters Score: Raw -2074958.946774 + Penalty 3156.742282 = -2071802.204492 nChanged 82 SP:Iteration 14Q (5201.102262 sec): 3 clusters Score: Raw -2075037.864831 + Penalty 3156.742282 = -2071881.122549 nChanged 63 SP:Iteration 15Q (5201.167809 sec): 3 clusters Score: Raw -2075089.797055 + Penalty 3156.742282 = -2071933.054773 nChanged 39 SP:Iteration 16Q (5201.225038 sec): 3 clusters Score: Raw -2075126.134817 + Penalty 3156.742282 = -2071969.392535 nChanged 23 SP:Iteration 17Q (5201.288916 sec): 3 clusters Score: Raw -2075151.378954 + Penalty 3156.742282 = -2071994.636672 nChanged 25 SP:Iteration 18Q (5201.363208 sec): 3 clusters Score: Raw -2075171.983638 + Penalty 3156.742282 = -2072015.241356 nChanged 26 SP:Iteration 19Q (5201.425481 sec): 3 clusters Score: Raw -2075192.882154 + Penalty 3156.742282 = -2072036.139872 nChanged 28 SP:Iteration 20F (5201.481096 sec): 3 clusters Score: Raw -2075212.866629 + Penalty 3156.742282 = -2072056.124347 nChanged 26 SP:Iteration 21Q (5201.543999 sec): 3 clusters Score: Raw -2075229.334867 + Penalty 3156.742282 = -2072072.592585 nChanged 22 SP:Iteration 22Q (5201.598756 sec): 3 clusters Score: Raw -2075240.723578 + Penalty 3156.742282 = -2072083.981296 nChanged 16 SP:Iteration 23Q (5201.666234 sec): 3 clusters Score: Raw -2075250.494087 + Penalty 3156.742282 = -2072093.751805 nChanged 11 SP:Iteration 24Q (5201.743911 sec): 3 clusters Score: Raw -2075256.634586 + Penalty 3156.742282 = -2072099.892304 nChanged 11 SP:Iteration 25Q (5201.795965 sec): 3 clusters Score: Raw -2075261.149678 + Penalty 3156.742282 = -2072104.407396 nChanged 8 SP:Iteration 26Q (5201.861167 sec): 3 clusters Score: Raw -2075264.297401 + Penalty 3156.742282 = -2072107.555119 nChanged 7 SP:Iteration 27Q (5201.928403 sec): 3 clusters Score: Raw -2075266.882820 + Penalty 3156.742282 = -2072110.140538 nChanged 3 SP:Iteration 28Q (5201.999153 sec): 3 clusters Score: Raw -2075269.263723 + Penalty 3156.742282 = -2072112.521441 nChanged 3 SP:Iteration 29Q (5202.048768 sec): 3 clusters Score: Raw -2075271.604587 + Penalty 3156.742282 = -2072114.862305 nChanged 2 SP:Iteration 30Q (5202.122126 sec): 3 clusters Score: Raw -2075271.921626 + Penalty 3156.742282 = -2072115.179344 nChanged 2 SP:Iteration 31Q (5202.189151 sec): 3 clusters Score: Raw -2075272.300652 + Penalty 3156.742282 = -2072115.558370 nChanged 1 SP:Iteration 32Q (5202.243833 sec): 3 clusters Score: Raw -2075272.631993 + Penalty 3156.742282 = -2072115.889711 nChanged 3 SP:Iteration 33Q (5202.313704 sec): 3 clusters Score: Raw -2075273.841636 + Penalty 3156.742282 = -2072117.099353 nChanged 3 SP:Iteration 34Q (5202.387981 sec): 3 clusters Score: Raw -2075274.527140 + Penalty 3156.742282 = -2072117.784858 nChanged 0 SP:Iteration 35F (5202.462670 sec): 3 clusters Score: Raw -2075274.527140 + Penalty 3156.742282 = -2072117.784858 nChanged 0 Trying to split cluster 20 (13067 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5202.504315 sec): 2 clusters Score: Raw -1504854.317463 + Penalty 1540.149853 = -1503314.167610 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5202.558815 sec): 3 clusters Score: Raw -1497357.034540 + Penalty 3080.299705 = -1494276.734834 nChanged 5822 SP:Iteration 1F (5202.617864 sec): 3 clusters Score: Raw -1500672.613760 + Penalty 3080.299705 = -1497592.314055 nChanged 1068 SP:Iteration 2F (5202.683303 sec): 3 clusters Score: Raw -1501608.419914 + Penalty 3080.299705 = -1498528.120209 nChanged 1155 SP:Iteration 3F (5202.761959 sec): 3 clusters Score: Raw -1502711.964646 + Penalty 3080.299705 = -1499631.664940 nChanged 1144 SP:Iteration 4F (5202.826393 sec): 3 clusters Score: Raw -1503885.431868 + Penalty 3080.299705 = -1500805.132163 nChanged 1022 SP:Iteration 5F (5202.895515 sec): 3 clusters Score: Raw -1504891.856107 + Penalty 3080.299705 = -1501811.556401 nChanged 846 SP:Iteration 6F (5202.954756 sec): 3 clusters Score: Raw -1505548.979527 + Penalty 3080.299705 = -1502468.679822 nChanged 610 SP:Iteration 7Q (5203.031560 sec): 3 clusters Score: Raw -1505901.241977 + Penalty 3080.299705 = -1502820.942271 nChanged 465 SP:Iteration 8Q (5203.100915 sec): 3 clusters Score: Raw -1506123.387711 + Penalty 3080.299705 = -1503043.088006 nChanged 332 SP:Iteration 9Q (5203.164335 sec): 3 clusters Score: Raw -1506255.764746 + Penalty 3080.299705 = -1503175.465041 nChanged 249 SP:Iteration 10Q (5203.217167 sec): 3 clusters Score: Raw -1506332.215679 + Penalty 3080.299705 = -1503251.915974 nChanged 202 SP:Iteration 11Q (5203.291257 sec): 3 clusters Score: Raw -1506386.125675 + Penalty 3080.299705 = -1503305.825969 nChanged 155 SP:Iteration 12Q (5203.349161 sec): 3 clusters Score: Raw -1506424.948463 + Penalty 3080.299705 = -1503344.648758 nChanged 139 SP:Iteration 13Q (5203.410862 sec): 3 clusters Score: Raw -1506457.452384 + Penalty 3080.299705 = -1503377.152679 nChanged 107 SP:Iteration 14Q (5203.475024 sec): 3 clusters Score: Raw -1506475.801931 + Penalty 3080.299705 = -1503395.502226 nChanged 62 SP:Iteration 15Q (5203.547637 sec): 3 clusters Score: Raw -1506484.264900 + Penalty 3080.299705 = -1503403.965195 nChanged 40 SP:Iteration 16Q (5203.596229 sec): 3 clusters Score: Raw -1506488.437286 + Penalty 3080.299705 = -1503408.137581 nChanged 32 SP:Iteration 17Q (5203.663350 sec): 3 clusters Score: Raw -1506492.133474 + Penalty 3080.299705 = -1503411.833769 nChanged 31 SP:Iteration 18Q (5203.728176 sec): 3 clusters Score: Raw -1506496.539462 + Penalty 3080.299705 = -1503416.239757 nChanged 31 SP:Iteration 19Q (5203.781888 sec): 3 clusters Score: Raw -1506499.192848 + Penalty 3080.299705 = -1503418.893143 nChanged 21 SP:Iteration 20F (5203.846773 sec): 3 clusters Score: Raw -1506502.147065 + Penalty 3080.299705 = -1503421.847360 nChanged 26 SP:Iteration 21Q (5203.910405 sec): 3 clusters Score: Raw -1506505.757231 + Penalty 3080.299705 = -1503425.457525 nChanged 26 SP:Iteration 22Q (5203.975950 sec): 3 clusters Score: Raw -1506508.967742 + Penalty 3080.299705 = -1503428.668037 nChanged 26 SP:Iteration 23Q (5204.044986 sec): 3 clusters Score: Raw -1506511.711542 + Penalty 3080.299705 = -1503431.411837 nChanged 22 SP:Iteration 24Q (5204.118567 sec): 3 clusters Score: Raw -1506514.308242 + Penalty 3080.299705 = -1503434.008537 nChanged 21 SP:Iteration 25Q (5204.175447 sec): 3 clusters Score: Raw -1506516.968384 + Penalty 3080.299705 = -1503436.668679 nChanged 19 SP:Iteration 26Q (5204.252541 sec): 3 clusters Score: Raw -1506518.266851 + Penalty 3080.299705 = -1503437.967146 nChanged 8 SP:Iteration 27Q (5204.311533 sec): 3 clusters Score: Raw -1506519.283578 + Penalty 3080.299705 = -1503438.983872 nChanged 6 SP:Iteration 28Q (5204.390861 sec): 3 clusters Score: Raw -1506519.788497 + Penalty 3080.299705 = -1503439.488792 nChanged 5 SP:Iteration 29Q (5204.455313 sec): 3 clusters Score: Raw -1506520.297257 + Penalty 3080.299705 = -1503439.997552 nChanged 5 SP:Iteration 30Q (5204.522521 sec): 3 clusters Score: Raw -1506520.771031 + Penalty 3080.299705 = -1503440.471326 nChanged 7 SP:Iteration 31Q (5204.575907 sec): 3 clusters Score: Raw -1506521.147561 + Penalty 3080.299705 = -1503440.847856 nChanged 2 SP:Iteration 32Q (5204.638487 sec): 3 clusters Score: Raw -1506521.271457 + Penalty 3080.299705 = -1503440.971752 nChanged 1 SP:Iteration 33Q (5204.701069 sec): 3 clusters Score: Raw -1506521.330103 + Penalty 3080.299705 = -1503441.030398 nChanged 3 SP:Iteration 34Q (5204.779369 sec): 3 clusters Score: Raw -1506521.450935 + Penalty 3080.299705 = -1503441.151230 nChanged 1 SP:Iteration 35Q (5204.837364 sec): 3 clusters Score: Raw -1506521.483986 + Penalty 3080.299705 = -1503441.184281 nChanged 0 SP:Iteration 36F (5204.909203 sec): 3 clusters Score: Raw -1506521.483986 + Penalty 3080.299705 = -1503441.184281 nChanged 0 Score: Raw -99945857.429532 + Penalty 68289.204956 = -99877568.224576 Splitting cluster 20 changes total score from -99878103.784281 to -99877568.224576 So it's not getting split. Trying to split cluster 21 (2125 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5219.414249 sec): 2 clusters Score: Raw -292635.980827 + Penalty 1244.998151 = -291390.982676 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5219.464231 sec): 3 clusters Score: Raw -291715.916283 + Penalty 2489.996301 = -289225.919981 nChanged 753 SP:Iteration 1F (5219.504885 sec): 3 clusters Score: Raw -292162.131965 + Penalty 2489.996301 = -289672.135663 nChanged 162 SP:Iteration 2F (5219.565318 sec): 3 clusters Score: Raw -292266.979398 + Penalty 2489.996301 = -289776.983097 nChanged 104 SP:Iteration 3Q (5219.614892 sec): 3 clusters Score: Raw -292335.304861 + Penalty 2489.996301 = -289845.308559 nChanged 63 SP:Iteration 4Q (5219.661215 sec): 3 clusters Score: Raw -292373.306178 + Penalty 2489.996301 = -289883.309876 nChanged 53 SP:Iteration 5Q (5219.719301 sec): 3 clusters Score: Raw -292406.643296 + Penalty 2489.996301 = -289916.646994 nChanged 57 SP:Iteration 6Q (5219.767876 sec): 3 clusters Score: Raw -292445.025549 + Penalty 2489.996301 = -289955.029248 nChanged 54 SP:Iteration 7Q (5219.816913 sec): 3 clusters Score: Raw -292494.150687 + Penalty 2489.996301 = -290004.154385 nChanged 74 SP:Iteration 8Q (5219.860491 sec): 3 clusters Score: Raw -292562.399371 + Penalty 2489.996301 = -290072.403070 nChanged 85 SP:Iteration 9Q (5219.912029 sec): 3 clusters Score: Raw -292655.856499 + Penalty 2489.996301 = -290165.860197 nChanged 85 SP:Iteration 10Q (5219.958105 sec): 3 clusters Score: Raw -292762.344052 + Penalty 2489.996301 = -290272.347751 nChanged 95 SP:Iteration 11Q (5220.010740 sec): 3 clusters Score: Raw -292848.848447 + Penalty 2489.996301 = -290358.852145 nChanged 93 SP:Iteration 12Q (5220.048070 sec): 3 clusters Score: Raw -292920.360194 + Penalty 2489.996301 = -290430.363893 nChanged 76 SP:Iteration 13Q (5220.098489 sec): 3 clusters Score: Raw -292982.910531 + Penalty 2489.996301 = -290492.914229 nChanged 58 SP:Iteration 14Q (5220.133647 sec): 3 clusters Score: Raw -293029.411928 + Penalty 2489.996301 = -290539.415627 nChanged 46 SP:Iteration 15Q (5220.176359 sec): 3 clusters Score: Raw -293059.692942 + Penalty 2489.996301 = -290569.696641 nChanged 30 SP:Iteration 16Q (5220.224178 sec): 3 clusters Score: Raw -293077.899887 + Penalty 2489.996301 = -290587.903585 nChanged 25 SP:Iteration 17Q (5220.270032 sec): 3 clusters Score: Raw -293095.314204 + Penalty 2489.996301 = -290605.317903 nChanged 28 SP:Iteration 18Q (5220.316181 sec): 3 clusters Score: Raw -293112.119586 + Penalty 2489.996301 = -290622.123285 nChanged 17 SP:Iteration 19Q (5220.352199 sec): 3 clusters Score: Raw -293124.314777 + Penalty 2489.996301 = -290634.318475 nChanged 15 SP:Iteration 20F (5220.409995 sec): 3 clusters Score: Raw -293133.772969 + Penalty 2489.996301 = -290643.776668 nChanged 12 SP:Iteration 21Q (5220.453030 sec): 3 clusters Score: Raw -293139.463480 + Penalty 2489.996301 = -290649.467179 nChanged 10 SP:Iteration 22Q (5220.495610 sec): 3 clusters Score: Raw -293143.592655 + Penalty 2489.996301 = -290653.596354 nChanged 6 SP:Iteration 23Q (5220.540914 sec): 3 clusters Score: Raw -293146.135933 + Penalty 2489.996301 = -290656.139631 nChanged 5 SP:Iteration 24Q (5220.593877 sec): 3 clusters Score: Raw -293147.999149 + Penalty 2489.996301 = -290658.002848 nChanged 3 SP:Iteration 25Q (5220.649329 sec): 3 clusters Score: Raw -293149.016441 + Penalty 2489.996301 = -290659.020140 nChanged 1 SP:Iteration 26Q (5220.699928 sec): 3 clusters Score: Raw -293149.267686 + Penalty 2489.996301 = -290659.271385 nChanged 1 SP:Iteration 27Q (5220.756129 sec): 3 clusters Score: Raw -293149.758397 + Penalty 2489.996301 = -290659.762096 nChanged 1 SP:Iteration 28Q (5220.807380 sec): 3 clusters Score: Raw -293149.989540 + Penalty 2489.996301 = -290659.993238 nChanged 0 SP:Iteration 29F (5220.858729 sec): 3 clusters Score: Raw -293149.989540 + Penalty 2489.996301 = -290659.993238 nChanged 0 Trying to split cluster 22 (14930 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5220.904274 sec): 2 clusters Score: Raw -1993459.583723 + Penalty 1561.808282 = -1991897.775441 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5220.967126 sec): 3 clusters Score: Raw -1984769.954340 + Penalty 3123.616564 = -1981646.337775 nChanged 6616 SP:Iteration 1F (5221.042967 sec): 3 clusters Score: Raw -1988625.525908 + Penalty 3123.616564 = -1985501.909343 nChanged 1012 SP:Iteration 2F (5221.101983 sec): 3 clusters Score: Raw -1989314.947465 + Penalty 3123.616564 = -1986191.330901 nChanged 1122 SP:Iteration 3F (5221.166787 sec): 3 clusters Score: Raw -1990162.737661 + Penalty 3123.616564 = -1987039.121097 nChanged 1157 SP:Iteration 4F (5221.247431 sec): 3 clusters Score: Raw -1991024.148896 + Penalty 3123.616564 = -1987900.532331 nChanged 1076 SP:Iteration 5F (5221.316303 sec): 3 clusters Score: Raw -1991827.168219 + Penalty 3123.616564 = -1988703.551655 nChanged 965 SP:Iteration 6F (5221.375676 sec): 3 clusters Score: Raw -1992451.726340 + Penalty 3123.616564 = -1989328.109776 nChanged 755 SP:Iteration 7F (5221.448251 sec): 3 clusters Score: Raw -1992897.169498 + Penalty 3123.616564 = -1989773.552934 nChanged 580 SP:Iteration 8Q (5221.522020 sec): 3 clusters Score: Raw -1993189.013983 + Penalty 3123.616564 = -1990065.397418 nChanged 457 SP:Iteration 9Q (5221.584951 sec): 3 clusters Score: Raw -1993397.439822 + Penalty 3123.616564 = -1990273.823258 nChanged 325 SP:Iteration 10Q (5221.655802 sec): 3 clusters Score: Raw -1993532.227526 + Penalty 3123.616564 = -1990408.610962 nChanged 266 SP:Iteration 11Q (5221.725298 sec): 3 clusters Score: Raw -1993631.513095 + Penalty 3123.616564 = -1990507.896530 nChanged 215 SP:Iteration 12Q (5221.795134 sec): 3 clusters Score: Raw -1993720.944028 + Penalty 3123.616564 = -1990597.327463 nChanged 181 SP:Iteration 13Q (5221.863752 sec): 3 clusters Score: Raw -1993790.610762 + Penalty 3123.616564 = -1990666.994198 nChanged 168 SP:Iteration 14Q (5221.937850 sec): 3 clusters Score: Raw -1993859.877996 + Penalty 3123.616564 = -1990736.261431 nChanged 169 SP:Iteration 15Q (5222.004512 sec): 3 clusters Score: Raw -1993931.687103 + Penalty 3123.616564 = -1990808.070539 nChanged 167 SP:Iteration 16Q (5222.079712 sec): 3 clusters Score: Raw -1994002.690924 + Penalty 3123.616564 = -1990879.074360 nChanged 149 SP:Iteration 17Q (5222.153428 sec): 3 clusters Score: Raw -1994055.861603 + Penalty 3123.616564 = -1990932.245039 nChanged 123 SP:Iteration 18Q (5222.215339 sec): 3 clusters Score: Raw -1994097.220130 + Penalty 3123.616564 = -1990973.603565 nChanged 111 SP:Iteration 19Q (5222.283943 sec): 3 clusters Score: Raw -1994132.003184 + Penalty 3123.616564 = -1991008.386620 nChanged 99 SP:Iteration 20F (5222.368008 sec): 3 clusters Score: Raw -1994159.029736 + Penalty 3123.616564 = -1991035.413171 nChanged 95 SP:Iteration 21Q (5222.429509 sec): 3 clusters Score: Raw -1994186.080175 + Penalty 3123.616564 = -1991062.463610 nChanged 91 SP:Iteration 22Q (5222.490568 sec): 3 clusters Score: Raw -1994212.427178 + Penalty 3123.616564 = -1991088.810614 nChanged 99 SP:Iteration 23Q (5222.545662 sec): 3 clusters Score: Raw -1994236.402224 + Penalty 3123.616564 = -1991112.785660 nChanged 76 SP:Iteration 24Q (5222.609618 sec): 3 clusters Score: Raw -1994252.198025 + Penalty 3123.616564 = -1991128.581461 nChanged 62 SP:Iteration 25Q (5222.682683 sec): 3 clusters Score: Raw -1994265.889353 + Penalty 3123.616564 = -1991142.272788 nChanged 62 SP:Iteration 26Q (5222.735810 sec): 3 clusters Score: Raw -1994279.015722 + Penalty 3123.616564 = -1991155.399158 nChanged 51 SP:Iteration 27Q (5222.795299 sec): 3 clusters Score: Raw -1994289.746941 + Penalty 3123.616564 = -1991166.130376 nChanged 53 SP:Iteration 28Q (5222.855157 sec): 3 clusters Score: Raw -1994299.887397 + Penalty 3123.616564 = -1991176.270833 nChanged 38 SP:Iteration 29Q (5222.922350 sec): 3 clusters Score: Raw -1994305.568065 + Penalty 3123.616564 = -1991181.951500 nChanged 34 SP:Iteration 30Q (5222.971085 sec): 3 clusters Score: Raw -1994311.216861 + Penalty 3123.616564 = -1991187.600297 nChanged 38 SP:Iteration 31Q (5223.031210 sec): 3 clusters Score: Raw -1994316.943912 + Penalty 3123.616564 = -1991193.327347 nChanged 34 SP:Iteration 32Q (5223.091689 sec): 3 clusters Score: Raw -1994324.476617 + Penalty 3123.616564 = -1991200.860053 nChanged 33 SP:Iteration 33Q (5223.156515 sec): 3 clusters Score: Raw -1994331.981872 + Penalty 3123.616564 = -1991208.365308 nChanged 34 SP:Iteration 34Q (5223.234353 sec): 3 clusters Score: Raw -1994337.890626 + Penalty 3123.616564 = -1991214.274062 nChanged 22 SP:Iteration 35Q (5223.300580 sec): 3 clusters Score: Raw -1994340.710232 + Penalty 3123.616564 = -1991217.093667 nChanged 15 SP:Iteration 36Q (5223.366688 sec): 3 clusters Score: Raw -1994343.055798 + Penalty 3123.616564 = -1991219.439233 nChanged 18 SP:Iteration 37Q (5223.434690 sec): 3 clusters Score: Raw -1994345.321872 + Penalty 3123.616564 = -1991221.705307 nChanged 18 SP:Iteration 38Q (5223.503398 sec): 3 clusters Score: Raw -1994347.307788 + Penalty 3123.616564 = -1991223.691224 nChanged 19 SP:Iteration 39Q (5223.568745 sec): 3 clusters Score: Raw -1994349.689867 + Penalty 3123.616564 = -1991226.073302 nChanged 20 SP:Iteration 40F (5223.636727 sec): 3 clusters Score: Raw -1994352.477580 + Penalty 3123.616564 = -1991228.861015 nChanged 19 SP:Iteration 41Q (5223.703205 sec): 3 clusters Score: Raw -1994354.963104 + Penalty 3123.616564 = -1991231.346539 nChanged 17 SP:Iteration 42Q (5223.769842 sec): 3 clusters Score: Raw -1994357.074866 + Penalty 3123.616564 = -1991233.458302 nChanged 14 SP:Iteration 43Q (5223.836889 sec): 3 clusters Score: Raw -1994358.807265 + Penalty 3123.616564 = -1991235.190701 nChanged 13 SP:Iteration 44Q (5223.905566 sec): 3 clusters Score: Raw -1994360.529830 + Penalty 3123.616564 = -1991236.913266 nChanged 10 SP:Iteration 45Q (5223.976054 sec): 3 clusters Score: Raw -1994361.875384 + Penalty 3123.616564 = -1991238.258819 nChanged 11 SP:Iteration 46Q (5224.041996 sec): 3 clusters Score: Raw -1994363.219532 + Penalty 3123.616564 = -1991239.602967 nChanged 12 SP:Iteration 47Q (5224.113705 sec): 3 clusters Score: Raw -1994364.684024 + Penalty 3123.616564 = -1991241.067460 nChanged 10 SP:Iteration 48Q (5224.175675 sec): 3 clusters Score: Raw -1994365.901129 + Penalty 3123.616564 = -1991242.284564 nChanged 13 SP:Iteration 49Q (5224.241975 sec): 3 clusters Score: Raw -1994367.465865 + Penalty 3123.616564 = -1991243.849301 nChanged 12 SP:Iteration 50Q (5224.304166 sec): 3 clusters Score: Raw -1994369.613873 + Penalty 3123.616564 = -1991245.997309 nChanged 11 SP:Iteration 51Q (5224.382063 sec): 3 clusters Score: Raw -1994371.339656 + Penalty 3123.616564 = -1991247.723091 nChanged 17 SP:Iteration 52Q (5224.449881 sec): 3 clusters Score: Raw -1994374.039532 + Penalty 3123.616564 = -1991250.422967 nChanged 23 SP:Iteration 53Q (5224.517147 sec): 3 clusters Score: Raw -1994377.732503 + Penalty 3123.616564 = -1991254.115939 nChanged 17 SP:Iteration 54Q (5224.578830 sec): 3 clusters Score: Raw -1994380.622860 + Penalty 3123.616564 = -1991257.006296 nChanged 24 SP:Iteration 55Q (5224.636437 sec): 3 clusters Score: Raw -1994384.948899 + Penalty 3123.616564 = -1991261.332335 nChanged 23 SP:Iteration 56Q (5224.710795 sec): 3 clusters Score: Raw -1994388.122842 + Penalty 3123.616564 = -1991264.506278 nChanged 20 SP:Iteration 57Q (5224.775899 sec): 3 clusters Score: Raw -1994390.553912 + Penalty 3123.616564 = -1991266.937347 nChanged 22 SP:Iteration 58Q (5224.847035 sec): 3 clusters Score: Raw -1994394.491719 + Penalty 3123.616564 = -1991270.875155 nChanged 21 SP:Iteration 59Q (5224.914452 sec): 3 clusters Score: Raw -1994397.952732 + Penalty 3123.616564 = -1991274.336168 nChanged 21 SP:Iteration 60F (5224.979125 sec): 3 clusters Score: Raw -1994401.435593 + Penalty 3123.616564 = -1991277.819028 nChanged 18 SP:Iteration 61Q (5225.046944 sec): 3 clusters Score: Raw -1994404.520555 + Penalty 3123.616564 = -1991280.903991 nChanged 14 SP:Iteration 62Q (5225.111813 sec): 3 clusters Score: Raw -1994407.052168 + Penalty 3123.616564 = -1991283.435604 nChanged 17 SP:Iteration 63Q (5225.169265 sec): 3 clusters Score: Raw -1994410.183061 + Penalty 3123.616564 = -1991286.566496 nChanged 18 SP:Iteration 64Q (5225.233404 sec): 3 clusters Score: Raw -1994412.760613 + Penalty 3123.616564 = -1991289.144048 nChanged 12 SP:Iteration 65Q (5225.304127 sec): 3 clusters Score: Raw -1994414.046495 + Penalty 3123.616564 = -1991290.429930 nChanged 11 SP:Iteration 66Q (5225.375943 sec): 3 clusters Score: Raw -1994415.965353 + Penalty 3123.616564 = -1991292.348789 nChanged 9 SP:Iteration 67Q (5225.436242 sec): 3 clusters Score: Raw -1994417.291913 + Penalty 3123.616564 = -1991293.675348 nChanged 13 SP:Iteration 68Q (5225.509316 sec): 3 clusters Score: Raw -1994419.083303 + Penalty 3123.616564 = -1991295.466739 nChanged 10 SP:Iteration 69Q (5225.570769 sec): 3 clusters Score: Raw -1994420.784888 + Penalty 3123.616564 = -1991297.168324 nChanged 16 SP:Iteration 70Q (5225.637755 sec): 3 clusters Score: Raw -1994424.280979 + Penalty 3123.616564 = -1991300.664414 nChanged 21 SP:Iteration 71Q (5225.714670 sec): 3 clusters Score: Raw -1994428.190903 + Penalty 3123.616564 = -1991304.574339 nChanged 14 SP:Iteration 72Q (5225.780265 sec): 3 clusters Score: Raw -1994430.384346 + Penalty 3123.616564 = -1991306.767782 nChanged 10 SP:Iteration 73Q (5225.841411 sec): 3 clusters Score: Raw -1994432.104220 + Penalty 3123.616564 = -1991308.487656 nChanged 18 SP:Iteration 74Q (5225.911657 sec): 3 clusters Score: Raw -1994434.612153 + Penalty 3123.616564 = -1991310.995588 nChanged 24 SP:Iteration 75Q (5225.977367 sec): 3 clusters Score: Raw -1994439.192159 + Penalty 3123.616564 = -1991315.575594 nChanged 19 SP:Iteration 76Q (5226.040726 sec): 3 clusters Score: Raw -1994444.481066 + Penalty 3123.616564 = -1991320.864502 nChanged 23 SP:Iteration 77Q (5226.106712 sec): 3 clusters Score: Raw -1994448.997247 + Penalty 3123.616564 = -1991325.380683 nChanged 18 SP:Iteration 78Q (5226.182026 sec): 3 clusters Score: Raw -1994452.404157 + Penalty 3123.616564 = -1991328.787592 nChanged 15 SP:Iteration 79Q (5226.251346 sec): 3 clusters Score: Raw -1994454.835108 + Penalty 3123.616564 = -1991331.218544 nChanged 21 SP:Iteration 80F (5226.317392 sec): 3 clusters Score: Raw -1994458.232761 + Penalty 3123.616564 = -1991334.616197 nChanged 16 SP:Iteration 81Q (5226.388463 sec): 3 clusters Score: Raw -1994460.159103 + Penalty 3123.616564 = -1991336.542538 nChanged 14 SP:Iteration 82Q (5226.450377 sec): 3 clusters Score: Raw -1994462.169088 + Penalty 3123.616564 = -1991338.552523 nChanged 16 SP:Iteration 83Q (5226.515121 sec): 3 clusters Score: Raw -1994464.850096 + Penalty 3123.616564 = -1991341.233531 nChanged 19 SP:Iteration 84Q (5226.576151 sec): 3 clusters Score: Raw -1994467.711132 + Penalty 3123.616564 = -1991344.094568 nChanged 14 SP:Iteration 85Q (5226.649493 sec): 3 clusters Score: Raw -1994469.984968 + Penalty 3123.616564 = -1991346.368403 nChanged 8 SP:Iteration 86Q (5226.701501 sec): 3 clusters Score: Raw -1994471.154298 + Penalty 3123.616564 = -1991347.537734 nChanged 6 SP:Iteration 87Q (5226.765853 sec): 3 clusters Score: Raw -1994471.850455 + Penalty 3123.616564 = -1991348.233890 nChanged 4 SP:Iteration 88Q (5226.829008 sec): 3 clusters Score: Raw -1994472.435668 + Penalty 3123.616564 = -1991348.819103 nChanged 5 SP:Iteration 89Q (5226.893920 sec): 3 clusters Score: Raw -1994473.526418 + Penalty 3123.616564 = -1991349.909854 nChanged 10 SP:Iteration 90Q (5226.961869 sec): 3 clusters Score: Raw -1994475.019917 + Penalty 3123.616564 = -1991351.403353 nChanged 9 SP:Iteration 91Q (5227.025497 sec): 3 clusters Score: Raw -1994476.178607 + Penalty 3123.616564 = -1991352.562043 nChanged 8 SP:Iteration 92Q (5227.077924 sec): 3 clusters Score: Raw -1994477.494492 + Penalty 3123.616564 = -1991353.877928 nChanged 10 SP:Iteration 93Q (5227.151115 sec): 3 clusters Score: Raw -1994479.032790 + Penalty 3123.616564 = -1991355.416225 nChanged 9 SP:Iteration 94Q (5227.198604 sec): 3 clusters Score: Raw -1994480.235633 + Penalty 3123.616564 = -1991356.619068 nChanged 4 SP:Iteration 95Q (5227.256420 sec): 3 clusters Score: Raw -1994480.704783 + Penalty 3123.616564 = -1991357.088219 nChanged 4 SP:Iteration 96Q (5227.329404 sec): 3 clusters Score: Raw -1994481.040491 + Penalty 3123.616564 = -1991357.423926 nChanged 8 SP:Iteration 97Q (5227.391291 sec): 3 clusters Score: Raw -1994481.757906 + Penalty 3123.616564 = -1991358.141342 nChanged 7 SP:Iteration 98Q (5227.456562 sec): 3 clusters Score: Raw -1994482.367938 + Penalty 3123.616564 = -1991358.751374 nChanged 4 SP:Iteration 99Q (5227.520023 sec): 3 clusters Score: Raw -1994482.646173 + Penalty 3123.616564 = -1991359.029608 nChanged 5 SP:Iteration 100F (5227.581235 sec): 3 clusters Score: Raw -1994483.045023 + Penalty 3123.616564 = -1991359.428459 nChanged 5 SP:Iteration 101Q (5227.658790 sec): 3 clusters Score: Raw -1994483.438682 + Penalty 3123.616564 = -1991359.822118 nChanged 1 SP:Iteration 102Q (5227.728541 sec): 3 clusters Score: Raw -1994483.620887 + Penalty 3123.616564 = -1991360.004323 nChanged 4 SP:Iteration 103Q (5227.798964 sec): 3 clusters Score: Raw -1994484.092409 + Penalty 3123.616564 = -1991360.475844 nChanged 5 SP:Iteration 104Q (5227.856230 sec): 3 clusters Score: Raw -1994484.739694 + Penalty 3123.616564 = -1991361.123129 nChanged 7 SP:Iteration 105Q (5227.920766 sec): 3 clusters Score: Raw -1994486.571632 + Penalty 3123.616564 = -1991362.955068 nChanged 10 SP:Iteration 106Q (5227.987351 sec): 3 clusters Score: Raw -1994488.971541 + Penalty 3123.616564 = -1991365.354976 nChanged 10 SP:Iteration 107Q (5228.054715 sec): 3 clusters Score: Raw -1994490.413331 + Penalty 3123.616564 = -1991366.796766 nChanged 5 SP:Iteration 108Q (5228.128075 sec): 3 clusters Score: Raw -1994491.119474 + Penalty 3123.616564 = -1991367.502910 nChanged 8 SP:Iteration 109Q (5228.201604 sec): 3 clusters Score: Raw -1994492.388540 + Penalty 3123.616564 = -1991368.771975 nChanged 8 SP:Iteration 110Q (5228.265969 sec): 3 clusters Score: Raw -1994493.391728 + Penalty 3123.616564 = -1991369.775163 nChanged 9 SP:Iteration 111Q (5228.330836 sec): 3 clusters Score: Raw -1994494.593698 + Penalty 3123.616564 = -1991370.977134 nChanged 8 SP:Iteration 112Q (5228.378550 sec): 3 clusters Score: Raw -1994495.692346 + Penalty 3123.616564 = -1991372.075781 nChanged 11 SP:Iteration 113Q (5228.449095 sec): 3 clusters Score: Raw -1994497.517742 + Penalty 3123.616564 = -1991373.901178 nChanged 7 SP:Iteration 114Q (5228.499583 sec): 3 clusters Score: Raw -1994498.721719 + Penalty 3123.616564 = -1991375.105154 nChanged 8 SP:Iteration 115Q (5228.562210 sec): 3 clusters Score: Raw -1994500.182801 + Penalty 3123.616564 = -1991376.566237 nChanged 9 SP:Iteration 116Q (5228.625642 sec): 3 clusters Score: Raw -1994501.232182 + Penalty 3123.616564 = -1991377.615618 nChanged 8 SP:Iteration 117Q (5228.675931 sec): 3 clusters Score: Raw -1994502.738247 + Penalty 3123.616564 = -1991379.121682 nChanged 7 SP:Iteration 118Q (5228.734994 sec): 3 clusters Score: Raw -1994504.198946 + Penalty 3123.616564 = -1991380.582381 nChanged 11 SP:Iteration 119Q (5228.799703 sec): 3 clusters Score: Raw -1994505.749842 + Penalty 3123.616564 = -1991382.133277 nChanged 8 SP:Iteration 120F (5228.871936 sec): 3 clusters Score: Raw -1994506.791535 + Penalty 3123.616564 = -1991383.174971 nChanged 2 SP:Iteration 121Q (5228.945770 sec): 3 clusters Score: Raw -1994506.988489 + Penalty 3123.616564 = -1991383.371924 nChanged 1 SP:Iteration 122Q (5229.003549 sec): 3 clusters Score: Raw -1994507.026417 + Penalty 3123.616564 = -1991383.409852 nChanged 1 SP:Iteration 123Q (5229.081974 sec): 3 clusters Score: Raw -1994507.061646 + Penalty 3123.616564 = -1991383.445082 nChanged 0 SP:Iteration 124F (5229.148219 sec): 3 clusters Score: Raw -1994507.061646 + Penalty 3123.616564 = -1991383.445082 nChanged 0 Trying to split cluster 23 (108883 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5229.304443 sec): 2 clusters Score: Raw -14740312.307877 + Penalty 1884.679743 = -14738427.628133 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5229.539884 sec): 3 clusters Score: Raw -14669202.733159 + Penalty 3769.359487 = -14665433.373672 nChanged 52115 SP:Iteration 1F (5229.771938 sec): 3 clusters Score: Raw -14699628.952171 + Penalty 3769.359487 = -14695859.592684 nChanged 3868 SP:Iteration 2Q (5230.021093 sec): 3 clusters Score: Raw -14700613.741338 + Penalty 3769.359487 = -14696844.381852 nChanged 4048 SP:Iteration 3Q (5230.249448 sec): 3 clusters Score: Raw -14701862.666650 + Penalty 3769.359487 = -14698093.307163 nChanged 4636 SP:Iteration 4Q (5230.494346 sec): 3 clusters Score: Raw -14703561.790458 + Penalty 3769.359487 = -14699792.430971 nChanged 5297 SP:Iteration 5Q (5230.722371 sec): 3 clusters Score: Raw -14705929.819811 + Penalty 3769.359487 = -14702160.460324 nChanged 6044 SP:Iteration 6F (5230.931881 sec): 3 clusters Score: Raw -14709435.824907 + Penalty 3769.359487 = -14705666.465420 nChanged 6906 SP:Iteration 7F (5231.150010 sec): 3 clusters Score: Raw -14714247.156343 + Penalty 3769.359487 = -14710477.796856 nChanged 7109 SP:Iteration 8F (5231.378658 sec): 3 clusters Score: Raw -14719736.713436 + Penalty 3769.359487 = -14715967.353949 nChanged 6494 SP:Iteration 9F (5231.586806 sec): 3 clusters Score: Raw -14724353.722585 + Penalty 3769.359487 = -14720584.363098 nChanged 4983 SP:Iteration 10Q (5231.822746 sec): 3 clusters Score: Raw -14727074.129346 + Penalty 3769.359487 = -14723304.769859 nChanged 3337 SP:Iteration 11Q (5232.061331 sec): 3 clusters Score: Raw -14728449.434196 + Penalty 3769.359487 = -14724680.074709 nChanged 2331 SP:Iteration 12Q (5232.282046 sec): 3 clusters Score: Raw -14729315.725770 + Penalty 3769.359487 = -14725546.366283 nChanged 1936 SP:Iteration 13Q (5232.506945 sec): 3 clusters Score: Raw -14730046.647208 + Penalty 3769.359487 = -14726277.287722 nChanged 1814 SP:Iteration 14Q (5232.722128 sec): 3 clusters Score: Raw -14730742.578930 + Penalty 3769.359487 = -14726973.219443 nChanged 1742 SP:Iteration 15Q (5232.941385 sec): 3 clusters Score: Raw -14731401.645598 + Penalty 3769.359487 = -14727632.286111 nChanged 1668 SP:Iteration 16Q (5233.155074 sec): 3 clusters Score: Raw -14732015.867239 + Penalty 3769.359487 = -14728246.507752 nChanged 1597 SP:Iteration 17Q (5233.364159 sec): 3 clusters Score: Raw -14732594.648074 + Penalty 3769.359487 = -14728825.288587 nChanged 1512 SP:Iteration 18Q (5233.584855 sec): 3 clusters Score: Raw -14733139.568812 + Penalty 3769.359487 = -14729370.209325 nChanged 1456 SP:Iteration 19Q (5233.815101 sec): 3 clusters Score: Raw -14733636.503272 + Penalty 3769.359487 = -14729867.143785 nChanged 1342 SP:Iteration 20F (5234.040401 sec): 3 clusters Score: Raw -14734056.128936 + Penalty 3769.359487 = -14730286.769449 nChanged 1186 SP:Iteration 21Q (5234.253590 sec): 3 clusters Score: Raw -14734404.853328 + Penalty 3769.359487 = -14730635.493841 nChanged 1101 SP:Iteration 22Q (5234.483080 sec): 3 clusters Score: Raw -14734729.943317 + Penalty 3769.359487 = -14730960.583830 nChanged 1107 SP:Iteration 23Q (5234.693525 sec): 3 clusters Score: Raw -14735047.489687 + Penalty 3769.359487 = -14731278.130200 nChanged 1059 SP:Iteration 24Q (5234.898655 sec): 3 clusters Score: Raw -14735347.467432 + Penalty 3769.359487 = -14731578.107946 nChanged 1011 SP:Iteration 25Q (5235.103692 sec): 3 clusters Score: Raw -14735649.178611 + Penalty 3769.359487 = -14731879.819124 nChanged 972 SP:Iteration 26Q (5235.315493 sec): 3 clusters Score: Raw -14735931.493375 + Penalty 3769.359487 = -14732162.133888 nChanged 975 SP:Iteration 27Q (5235.528060 sec): 3 clusters Score: Raw -14736207.282291 + Penalty 3769.359487 = -14732437.922805 nChanged 924 SP:Iteration 28Q (5235.733569 sec): 3 clusters Score: Raw -14736467.629315 + Penalty 3769.359487 = -14732698.269828 nChanged 909 SP:Iteration 29Q (5235.949388 sec): 3 clusters Score: Raw -14736732.127640 + Penalty 3769.359487 = -14732962.768154 nChanged 886 SP:Iteration 30Q (5236.151482 sec): 3 clusters Score: Raw -14736991.418936 + Penalty 3769.359487 = -14733222.059449 nChanged 806 SP:Iteration 31Q (5236.350504 sec): 3 clusters Score: Raw -14737232.470516 + Penalty 3769.359487 = -14733463.111030 nChanged 789 SP:Iteration 32Q (5236.551045 sec): 3 clusters Score: Raw -14737472.992620 + Penalty 3769.359487 = -14733703.633133 nChanged 772 SP:Iteration 33Q (5236.757620 sec): 3 clusters Score: Raw -14737719.231872 + Penalty 3769.359487 = -14733949.872385 nChanged 775 SP:Iteration 34Q (5236.965658 sec): 3 clusters Score: Raw -14737975.167270 + Penalty 3769.359487 = -14734205.807783 nChanged 757 SP:Iteration 35Q (5237.157501 sec): 3 clusters Score: Raw -14738238.936162 + Penalty 3769.359487 = -14734469.576676 nChanged 714 SP:Iteration 36Q (5237.342297 sec): 3 clusters Score: Raw -14738500.335848 + Penalty 3769.359487 = -14734730.976362 nChanged 644 SP:Iteration 37Q (5237.514904 sec): 3 clusters Score: Raw -14738738.219452 + Penalty 3769.359487 = -14734968.859965 nChanged 603 SP:Iteration 38Q (5237.684914 sec): 3 clusters Score: Raw -14738959.109335 + Penalty 3769.359487 = -14735189.749848 nChanged 536 SP:Iteration 39Q (5237.864375 sec): 3 clusters Score: Raw -14739163.311314 + Penalty 3769.359487 = -14735393.951827 nChanged 520 SP:Iteration 40F (5238.074349 sec): 3 clusters Score: Raw -14739359.590338 + Penalty 3769.359487 = -14735590.230851 nChanged 476 SP:Iteration 41Q (5238.250008 sec): 3 clusters Score: Raw -14739555.429401 + Penalty 3769.359487 = -14735786.069914 nChanged 444 SP:Iteration 42Q (5238.435995 sec): 3 clusters Score: Raw -14739754.299026 + Penalty 3769.359487 = -14735984.939539 nChanged 391 SP:Iteration 43Q (5238.609093 sec): 3 clusters Score: Raw -14739932.325007 + Penalty 3769.359487 = -14736162.965520 nChanged 340 SP:Iteration 44Q (5238.792906 sec): 3 clusters Score: Raw -14740086.581171 + Penalty 3769.359487 = -14736317.221684 nChanged 289 SP:Iteration 45Q (5238.967844 sec): 3 clusters Score: Raw -14740214.904617 + Penalty 3769.359487 = -14736445.545130 nChanged 232 SP:Iteration 46Q (5239.148697 sec): 3 clusters Score: Raw -14740318.065425 + Penalty 3769.359487 = -14736548.705938 nChanged 200 SP:Iteration 47Q (5239.339352 sec): 3 clusters Score: Raw -14740397.177051 + Penalty 3769.359487 = -14736627.817564 nChanged 176 SP:Iteration 48Q (5239.532535 sec): 3 clusters Score: Raw -14740466.579822 + Penalty 3769.359487 = -14736697.220335 nChanged 155 SP:Iteration 49Q (5239.730591 sec): 3 clusters Score: Raw -14740528.156273 + Penalty 3769.359487 = -14736758.796786 nChanged 138 SP:Iteration 50Q (5239.934398 sec): 3 clusters Score: Raw -14740575.854262 + Penalty 3769.359487 = -14736806.494776 nChanged 107 SP:Iteration 51Q (5240.130124 sec): 3 clusters Score: Raw -14740607.764929 + Penalty 3769.359487 = -14736838.405443 nChanged 76 SP:Iteration 52Q (5240.318420 sec): 3 clusters Score: Raw -14740628.508576 + Penalty 3769.359487 = -14736859.149089 nChanged 74 SP:Iteration 53Q (5240.499265 sec): 3 clusters Score: Raw -14740652.120517 + Penalty 3769.359487 = -14736882.761030 nChanged 62 SP:Iteration 54Q (5240.692058 sec): 3 clusters Score: Raw -14740669.280164 + Penalty 3769.359487 = -14736899.920677 nChanged 61 SP:Iteration 55Q (5240.872207 sec): 3 clusters Score: Raw -14740688.487684 + Penalty 3769.359487 = -14736919.128197 nChanged 46 SP:Iteration 56Q (5241.039629 sec): 3 clusters Score: Raw -14740700.820919 + Penalty 3769.359487 = -14736931.461432 nChanged 42 SP:Iteration 57Q (5241.201065 sec): 3 clusters Score: Raw -14740714.582362 + Penalty 3769.359487 = -14736945.222876 nChanged 42 SP:Iteration 58Q (5241.360823 sec): 3 clusters Score: Raw -14740727.147182 + Penalty 3769.359487 = -14736957.787695 nChanged 39 SP:Iteration 59Q (5241.531904 sec): 3 clusters Score: Raw -14740738.275224 + Penalty 3769.359487 = -14736968.915737 nChanged 44 SP:Iteration 60F (5241.729402 sec): 3 clusters Score: Raw -14740752.496982 + Penalty 3769.359487 = -14736983.137495 nChanged 41 SP:Iteration 61Q (5241.934075 sec): 3 clusters Score: Raw -14740764.736809 + Penalty 3769.359487 = -14736995.377322 nChanged 32 SP:Iteration 62Q (5242.132778 sec): 3 clusters Score: Raw -14740773.298001 + Penalty 3769.359487 = -14737003.938514 nChanged 31 SP:Iteration 63Q (5242.308911 sec): 3 clusters Score: Raw -14740780.022956 + Penalty 3769.359487 = -14737010.663469 nChanged 26 SP:Iteration 64Q (5242.505646 sec): 3 clusters Score: Raw -14740786.517625 + Penalty 3769.359487 = -14737017.158139 nChanged 18 SP:Iteration 65Q (5242.701235 sec): 3 clusters Score: Raw -14740790.170299 + Penalty 3769.359487 = -14737020.810813 nChanged 20 SP:Iteration 66Q (5242.914844 sec): 3 clusters Score: Raw -14740795.385494 + Penalty 3769.359487 = -14737026.026008 nChanged 15 SP:Iteration 67Q (5243.108481 sec): 3 clusters Score: Raw -14740798.245128 + Penalty 3769.359487 = -14737028.885642 nChanged 6 SP:Iteration 68Q (5243.307885 sec): 3 clusters Score: Raw -14740799.647310 + Penalty 3769.359487 = -14737030.287823 nChanged 5 SP:Iteration 69Q (5243.483103 sec): 3 clusters Score: Raw -14740801.789316 + Penalty 3769.359487 = -14737032.429829 nChanged 8 SP:Iteration 70Q (5243.658579 sec): 3 clusters Score: Raw -14740804.251751 + Penalty 3769.359487 = -14737034.892264 nChanged 5 SP:Iteration 71Q (5243.833083 sec): 3 clusters Score: Raw -14740806.015302 + Penalty 3769.359487 = -14737036.655815 nChanged 7 SP:Iteration 72Q (5244.002681 sec): 3 clusters Score: Raw -14740807.669002 + Penalty 3769.359487 = -14737038.309515 nChanged 8 SP:Iteration 73Q (5244.174543 sec): 3 clusters Score: Raw -14740809.894690 + Penalty 3769.359487 = -14737040.535203 nChanged 9 SP:Iteration 74Q (5244.343988 sec): 3 clusters Score: Raw -14740812.275567 + Penalty 3769.359487 = -14737042.916080 nChanged 11 SP:Iteration 75Q (5244.502898 sec): 3 clusters Score: Raw -14740815.288850 + Penalty 3769.359487 = -14737045.929363 nChanged 10 SP:Iteration 76Q (5244.654010 sec): 3 clusters Score: Raw -14740817.564269 + Penalty 3769.359487 = -14737048.204782 nChanged 10 SP:Iteration 77Q (5244.806466 sec): 3 clusters Score: Raw -14740820.009268 + Penalty 3769.359487 = -14737050.649781 nChanged 11 SP:Iteration 78Q (5244.989086 sec): 3 clusters Score: Raw -14740822.301151 + Penalty 3769.359487 = -14737052.941665 nChanged 7 SP:Iteration 79Q (5245.170073 sec): 3 clusters Score: Raw -14740823.258325 + Penalty 3769.359487 = -14737053.898838 nChanged 1 SP:Iteration 80F (5245.380154 sec): 3 clusters Score: Raw -14740823.411946 + Penalty 3769.359487 = -14737054.052459 nChanged 3 SP:Iteration 81Q (5245.554601 sec): 3 clusters Score: Raw -14740823.772420 + Penalty 3769.359487 = -14737054.412933 nChanged 2 SP:Iteration 82Q (5245.718156 sec): 3 clusters Score: Raw -14740824.013623 + Penalty 3769.359487 = -14737054.654137 nChanged 2 SP:Iteration 83Q (5245.876774 sec): 3 clusters Score: Raw -14740824.627065 + Penalty 3769.359487 = -14737055.267578 nChanged 2 SP:Iteration 84Q (5246.031181 sec): 3 clusters Score: Raw -14740824.805412 + Penalty 3769.359487 = -14737055.445925 nChanged 3 SP:Iteration 85Q (5246.217905 sec): 3 clusters Score: Raw -14740825.877324 + Penalty 3769.359487 = -14737056.517837 nChanged 7 SP:Iteration 86Q (5246.391022 sec): 3 clusters Score: Raw -14740827.968244 + Penalty 3769.359487 = -14737058.608757 nChanged 11 SP:Iteration 87Q (5246.604290 sec): 3 clusters Score: Raw -14740830.046640 + Penalty 3769.359487 = -14737060.687153 nChanged 8 SP:Iteration 88Q (5246.790490 sec): 3 clusters Score: Raw -14740831.887931 + Penalty 3769.359487 = -14737062.528445 nChanged 6 SP:Iteration 89Q (5246.978764 sec): 3 clusters Score: Raw -14740833.011257 + Penalty 3769.359487 = -14737063.651770 nChanged 3 SP:Iteration 90Q (5247.158478 sec): 3 clusters Score: Raw -14740833.662160 + Penalty 3769.359487 = -14737064.302674 nChanged 2 SP:Iteration 91Q (5247.332972 sec): 3 clusters Score: Raw -14740834.169514 + Penalty 3769.359487 = -14737064.810027 nChanged 4 SP:Iteration 92Q (5247.507452 sec): 3 clusters Score: Raw -14740835.167517 + Penalty 3769.359487 = -14737065.808030 nChanged 3 SP:Iteration 93Q (5247.702767 sec): 3 clusters Score: Raw -14740835.671597 + Penalty 3769.359487 = -14737066.312110 nChanged 1 SP:Iteration 94Q (5247.885723 sec): 3 clusters Score: Raw -14740835.709877 + Penalty 3769.359487 = -14737066.350390 nChanged 0 SP:Iteration 95F (5248.106086 sec): 3 clusters Score: Raw -14740835.709877 + Penalty 3769.359487 = -14737066.350390 nChanged 0 Trying to split cluster 24 (912 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5248.129026 sec): 2 clusters Score: Raw -113253.466759 + Penalty 1107.541498 = -112145.925261 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5248.166847 sec): 3 clusters Score: Raw -113061.997932 + Penalty 2215.082997 = -110846.914935 nChanged 276 SP:Iteration 1F (5248.219509 sec): 3 clusters Score: Raw -113421.066263 + Penalty 2215.082997 = -111205.983266 nChanged 97 SP:Iteration 2F (5248.262512 sec): 3 clusters Score: Raw -113636.866653 + Penalty 2215.082997 = -111421.783657 nChanged 70 SP:Iteration 3F (5248.297890 sec): 3 clusters Score: Raw -113764.056006 + Penalty 2215.082997 = -111548.973009 nChanged 49 SP:Iteration 4F (5248.356411 sec): 3 clusters Score: Raw -113849.627559 + Penalty 2215.082997 = -111634.544562 nChanged 35 SP:Iteration 5Q (5248.394740 sec): 3 clusters Score: Raw -113933.169582 + Penalty 2215.082997 = -111718.086586 nChanged 22 SP:Iteration 6Q (5248.447069 sec): 3 clusters Score: Raw -113969.224139 + Penalty 2215.082997 = -111754.141142 nChanged 17 SP:Iteration 7Q (5248.483401 sec): 3 clusters Score: Raw -113995.047643 + Penalty 2215.082997 = -111779.964646 nChanged 13 SP:Iteration 8Q (5248.514622 sec): 3 clusters Score: Raw -114017.311645 + Penalty 2215.082997 = -111802.228649 nChanged 6 SP:Iteration 9Q (5248.565442 sec): 3 clusters Score: Raw -114023.308347 + Penalty 2215.082997 = -111808.225350 nChanged 2 SP:Iteration 10Q (5248.600223 sec): 3 clusters Score: Raw -114025.834102 + Penalty 2215.082997 = -111810.751105 nChanged 0 SP:Iteration 11F (5248.650536 sec): 3 clusters Score: Raw -114034.543897 + Penalty 2215.082997 = -111819.460900 nChanged 1 SP:Iteration 12Q (5248.694406 sec): 3 clusters Score: Raw -114114.331097 + Penalty 2215.082997 = -111899.248101 nChanged 15 SP:Iteration 13Q (5248.728355 sec): 3 clusters Score: Raw -114173.792801 + Penalty 2215.082997 = -111958.709804 nChanged 11 SP:Iteration 14Q (5248.767120 sec): 3 clusters Score: Raw -114187.342406 + Penalty 2215.082997 = -111972.259409 nChanged 5 SP:Iteration 15Q (5248.803085 sec): 3 clusters Score: Raw -114195.768633 + Penalty 2215.082997 = -111980.685636 nChanged 4 SP:Iteration 16Q (5248.844943 sec): 3 clusters Score: Raw -114200.016501 + Penalty 2215.082997 = -111984.933504 nChanged 1 SP:Iteration 17Q (5248.884342 sec): 3 clusters Score: Raw -114200.617504 + Penalty 2215.082997 = -111985.534508 nChanged 1 SP:Iteration 18Q (5248.924491 sec): 3 clusters Score: Raw -114202.173559 + Penalty 2215.082997 = -111987.090563 nChanged 2 SP:Iteration 19Q (5248.975464 sec): 3 clusters Score: Raw -114203.442077 + Penalty 2215.082997 = -111988.359080 nChanged 0 SP:Iteration 20F (5249.019791 sec): 3 clusters Score: Raw -114203.442077 + Penalty 2215.082997 = -111988.359080 nChanged 0 Trying to split cluster 25 (35126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5249.079268 sec): 2 clusters Score: Raw -4636398.255418 + Penalty 1700.838242 = -4634697.417176 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5249.185641 sec): 3 clusters Score: Raw -4614455.092371 + Penalty 3401.676485 = -4611053.415886 nChanged 16367 SP:Iteration 1F (5249.291645 sec): 3 clusters Score: Raw -4624236.880013 + Penalty 3401.676485 = -4620835.203528 nChanged 2244 SP:Iteration 2F (5249.389834 sec): 3 clusters Score: Raw -4625469.439584 + Penalty 3401.676485 = -4622067.763099 nChanged 2618 SP:Iteration 3F (5249.492590 sec): 3 clusters Score: Raw -4627312.608612 + Penalty 3401.676485 = -4623910.932127 nChanged 2942 SP:Iteration 4F (5249.586061 sec): 3 clusters Score: Raw -4629819.289798 + Penalty 3401.676485 = -4626417.613313 nChanged 2826 SP:Iteration 5F (5249.676448 sec): 3 clusters Score: Raw -4632508.288957 + Penalty 3401.676485 = -4629106.612472 nChanged 2175 SP:Iteration 6F (5249.789040 sec): 3 clusters Score: Raw -4634708.427773 + Penalty 3401.676485 = -4631306.751288 nChanged 1245 SP:Iteration 7Q (5249.879489 sec): 3 clusters Score: Raw -4635950.641302 + Penalty 3401.676485 = -4632548.964818 nChanged 510 SP:Iteration 8Q (5249.984632 sec): 3 clusters Score: Raw -4636493.819088 + Penalty 3401.676485 = -4633092.142604 nChanged 183 SP:Iteration 9Q (5250.069044 sec): 3 clusters Score: Raw -4636725.414771 + Penalty 3401.676485 = -4633323.738287 nChanged 123 SP:Iteration 10Q (5250.163026 sec): 3 clusters Score: Raw -4636856.497411 + Penalty 3401.676485 = -4633454.820926 nChanged 105 SP:Iteration 11Q (5250.250987 sec): 3 clusters Score: Raw -4636937.396345 + Penalty 3401.676485 = -4633535.719861 nChanged 77 SP:Iteration 12Q (5250.342359 sec): 3 clusters Score: Raw -4636991.184031 + Penalty 3401.676485 = -4633589.507547 nChanged 57 SP:Iteration 13Q (5250.423303 sec): 3 clusters Score: Raw -4637023.375685 + Penalty 3401.676485 = -4633621.699200 nChanged 45 SP:Iteration 14Q (5250.513593 sec): 3 clusters Score: Raw -4637044.257561 + Penalty 3401.676485 = -4633642.581076 nChanged 23 SP:Iteration 15Q (5250.614009 sec): 3 clusters Score: Raw -4637051.020533 + Penalty 3401.676485 = -4633649.344048 nChanged 12 SP:Iteration 16Q (5250.691651 sec): 3 clusters Score: Raw -4637055.273533 + Penalty 3401.676485 = -4633653.597048 nChanged 7 SP:Iteration 17Q (5250.785301 sec): 3 clusters Score: Raw -4637057.690547 + Penalty 3401.676485 = -4633656.014062 nChanged 7 SP:Iteration 18Q (5250.867502 sec): 3 clusters Score: Raw -4637059.638792 + Penalty 3401.676485 = -4633657.962307 nChanged 4 SP:Iteration 19Q (5250.951735 sec): 3 clusters Score: Raw -4637060.709836 + Penalty 3401.676485 = -4633659.033351 nChanged 1 SP:Iteration 20F (5251.041986 sec): 3 clusters Score: Raw -4637061.006071 + Penalty 3401.676485 = -4633659.329586 nChanged 0 Trying to split cluster 26 (5041 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5251.080104 sec): 2 clusters Score: Raw -681627.217761 + Penalty 1385.370960 = -680241.846801 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5251.122111 sec): 3 clusters Score: Raw -679016.492469 + Penalty 2770.741920 = -676245.750549 nChanged 2030 SP:Iteration 1F (5251.170812 sec): 3 clusters Score: Raw -680128.627128 + Penalty 2770.741920 = -677357.885208 nChanged 349 SP:Iteration 2F (5251.219176 sec): 3 clusters Score: Raw -680333.017798 + Penalty 2770.741920 = -677562.275878 nChanged 286 SP:Iteration 3F (5251.263653 sec): 3 clusters Score: Raw -680508.829697 + Penalty 2770.741920 = -677738.087777 nChanged 276 SP:Iteration 4F (5251.319242 sec): 3 clusters Score: Raw -680702.859975 + Penalty 2770.741920 = -677932.118055 nChanged 264 SP:Iteration 5F (5251.365135 sec): 3 clusters Score: Raw -680882.241005 + Penalty 2770.741920 = -678111.499084 nChanged 255 SP:Iteration 6F (5251.410093 sec): 3 clusters Score: Raw -681065.943513 + Penalty 2770.741920 = -678295.201593 nChanged 233 SP:Iteration 7Q (5251.468882 sec): 3 clusters Score: Raw -681219.228707 + Penalty 2770.741920 = -678448.486787 nChanged 217 SP:Iteration 8Q (5251.509661 sec): 3 clusters Score: Raw -681366.534570 + Penalty 2770.741920 = -678595.792650 nChanged 171 SP:Iteration 9Q (5251.543994 sec): 3 clusters Score: Raw -681480.615758 + Penalty 2770.741920 = -678709.873838 nChanged 128 SP:Iteration 10Q (5251.589694 sec): 3 clusters Score: Raw -681559.732567 + Penalty 2770.741920 = -678788.990646 nChanged 119 SP:Iteration 11Q (5251.639159 sec): 3 clusters Score: Raw -681647.438387 + Penalty 2770.741920 = -678876.696467 nChanged 131 SP:Iteration 12Q (5251.691913 sec): 3 clusters Score: Raw -681741.941946 + Penalty 2770.741920 = -678971.200026 nChanged 107 SP:Iteration 13Q (5251.741703 sec): 3 clusters Score: Raw -681808.419471 + Penalty 2770.741920 = -679037.677551 nChanged 81 SP:Iteration 14Q (5251.780889 sec): 3 clusters Score: Raw -681853.202913 + Penalty 2770.741920 = -679082.460993 nChanged 50 SP:Iteration 15Q (5251.825898 sec): 3 clusters Score: Raw -681875.236668 + Penalty 2770.741920 = -679104.494748 nChanged 32 SP:Iteration 16Q (5251.865622 sec): 3 clusters Score: Raw -681890.130381 + Penalty 2770.741920 = -679119.388460 nChanged 29 SP:Iteration 17Q (5251.908962 sec): 3 clusters Score: Raw -681900.591586 + Penalty 2770.741920 = -679129.849666 nChanged 26 SP:Iteration 18Q (5251.968896 sec): 3 clusters Score: Raw -681910.375085 + Penalty 2770.741920 = -679139.633165 nChanged 17 SP:Iteration 19Q (5252.020988 sec): 3 clusters Score: Raw -681917.820616 + Penalty 2770.741920 = -679147.078696 nChanged 14 SP:Iteration 20F (5252.067684 sec): 3 clusters Score: Raw -681922.864052 + Penalty 2770.741920 = -679152.122132 nChanged 7 SP:Iteration 21Q (5252.122777 sec): 3 clusters Score: Raw -681925.559039 + Penalty 2770.741920 = -679154.817119 nChanged 6 SP:Iteration 22Q (5252.169233 sec): 3 clusters Score: Raw -681927.058150 + Penalty 2770.741920 = -679156.316230 nChanged 5 SP:Iteration 23Q (5252.228641 sec): 3 clusters Score: Raw -681928.482627 + Penalty 2770.741920 = -679157.740707 nChanged 5 SP:Iteration 24Q (5252.268550 sec): 3 clusters Score: Raw -681930.331007 + Penalty 2770.741920 = -679159.589087 nChanged 6 SP:Iteration 25Q (5252.321862 sec): 3 clusters Score: Raw -681931.617377 + Penalty 2770.741920 = -679160.875457 nChanged 6 SP:Iteration 26Q (5252.367173 sec): 3 clusters Score: Raw -681932.691002 + Penalty 2770.741920 = -679161.949082 nChanged 1 SP:Iteration 27Q (5252.421907 sec): 3 clusters Score: Raw -681932.983299 + Penalty 2770.741920 = -679162.241379 nChanged 2 SP:Iteration 28Q (5252.468992 sec): 3 clusters Score: Raw -681933.476405 + Penalty 2770.741920 = -679162.734485 nChanged 1 SP:Iteration 29Q (5252.523311 sec): 3 clusters Score: Raw -681933.720142 + Penalty 2770.741920 = -679162.978222 nChanged 0 SP:Iteration 30F (5252.577845 sec): 3 clusters Score: Raw -681933.720142 + Penalty 2770.741920 = -679162.978222 nChanged 0 Trying to split cluster 27 (2953 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5252.608966 sec): 2 clusters Score: Raw -354297.462895 + Penalty 1298.468743 = -352998.994152 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5252.662035 sec): 3 clusters Score: Raw -352901.424908 + Penalty 2596.937487 = -350304.487421 nChanged 1124 SP:Iteration 1F (5252.713878 sec): 3 clusters Score: Raw -353768.848615 + Penalty 2596.937487 = -351171.911128 nChanged 312 SP:Iteration 2F (5252.766456 sec): 3 clusters Score: Raw -354092.712684 + Penalty 2596.937487 = -351495.775197 nChanged 228 SP:Iteration 3F (5252.814652 sec): 3 clusters Score: Raw -354323.576678 + Penalty 2596.937487 = -351726.639192 nChanged 184 SP:Iteration 4F (5252.866774 sec): 3 clusters Score: Raw -354512.966201 + Penalty 2596.937487 = -351916.028714 nChanged 129 SP:Iteration 5Q (5252.905026 sec): 3 clusters Score: Raw -354660.917938 + Penalty 2596.937487 = -352063.980451 nChanged 121 SP:Iteration 6Q (5252.954196 sec): 3 clusters Score: Raw -354782.201898 + Penalty 2596.937487 = -352185.264411 nChanged 90 SP:Iteration 7Q (5252.987573 sec): 3 clusters Score: Raw -354848.183393 + Penalty 2596.937487 = -352251.245906 nChanged 69 SP:Iteration 8Q (5253.049277 sec): 3 clusters Score: Raw -354891.138690 + Penalty 2596.937487 = -352294.201203 nChanged 51 SP:Iteration 9Q (5253.090526 sec): 3 clusters Score: Raw -354920.673318 + Penalty 2596.937487 = -352323.735831 nChanged 28 SP:Iteration 10Q (5253.146472 sec): 3 clusters Score: Raw -354933.107404 + Penalty 2596.937487 = -352336.169918 nChanged 23 SP:Iteration 11Q (5253.194177 sec): 3 clusters Score: Raw -354944.493469 + Penalty 2596.937487 = -352347.555983 nChanged 16 SP:Iteration 12Q (5253.229059 sec): 3 clusters Score: Raw -354950.583674 + Penalty 2596.937487 = -352353.646188 nChanged 14 SP:Iteration 13Q (5253.271150 sec): 3 clusters Score: Raw -354955.814306 + Penalty 2596.937487 = -352358.876819 nChanged 2 SP:Iteration 14Q (5253.317363 sec): 3 clusters Score: Raw -354956.683518 + Penalty 2596.937487 = -352359.746032 nChanged 2 SP:Iteration 15Q (5253.357491 sec): 3 clusters Score: Raw -354957.441274 + Penalty 2596.937487 = -352360.503788 nChanged 4 SP:Iteration 16Q (5253.396596 sec): 3 clusters Score: Raw -354958.809504 + Penalty 2596.937487 = -352361.872017 nChanged 5 SP:Iteration 17Q (5253.431333 sec): 3 clusters Score: Raw -354959.493066 + Penalty 2596.937487 = -352362.555579 nChanged 2 SP:Iteration 18Q (5253.472853 sec): 3 clusters Score: Raw -354959.943701 + Penalty 2596.937487 = -352363.006214 nChanged 0 SP:Iteration 19F (5253.523748 sec): 3 clusters Score: Raw -354959.943701 + Penalty 2596.937487 = -352363.006214 nChanged 0 Trying to split cluster 28 (7374 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5253.559094 sec): 2 clusters Score: Raw -947575.350329 + Penalty 1447.178782 = -946128.171547 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5253.606952 sec): 3 clusters Score: Raw -943486.992469 + Penalty 2894.357563 = -940592.634906 nChanged 3098 SP:Iteration 1F (5253.671996 sec): 3 clusters Score: Raw -945292.123739 + Penalty 2894.357563 = -942397.766176 nChanged 577 SP:Iteration 2F (5253.731591 sec): 3 clusters Score: Raw -945733.758948 + Penalty 2894.357563 = -942839.401385 nChanged 551 SP:Iteration 3F (5253.780115 sec): 3 clusters Score: Raw -946200.468420 + Penalty 2894.357563 = -943306.110857 nChanged 527 SP:Iteration 4F (5253.832988 sec): 3 clusters Score: Raw -946643.602820 + Penalty 2894.357563 = -943749.245257 nChanged 511 SP:Iteration 5F (5253.878175 sec): 3 clusters Score: Raw -947051.288645 + Penalty 2894.357563 = -944156.931082 nChanged 459 SP:Iteration 6F (5253.940360 sec): 3 clusters Score: Raw -947411.896386 + Penalty 2894.357563 = -944517.538823 nChanged 377 SP:Iteration 7F (5253.986339 sec): 3 clusters Score: Raw -947673.041038 + Penalty 2894.357563 = -944778.683475 nChanged 317 SP:Iteration 8Q (5254.050697 sec): 3 clusters Score: Raw -947859.490243 + Penalty 2894.357563 = -944965.132680 nChanged 256 SP:Iteration 9Q (5254.103181 sec): 3 clusters Score: Raw -947977.188277 + Penalty 2894.357563 = -945082.830714 nChanged 168 SP:Iteration 10Q (5254.153694 sec): 3 clusters Score: Raw -948048.628546 + Penalty 2894.357563 = -945154.270983 nChanged 139 SP:Iteration 11Q (5254.204816 sec): 3 clusters Score: Raw -948101.154720 + Penalty 2894.357563 = -945206.797157 nChanged 112 SP:Iteration 12Q (5254.270247 sec): 3 clusters Score: Raw -948139.449940 + Penalty 2894.357563 = -945245.092377 nChanged 90 SP:Iteration 13Q (5254.320173 sec): 3 clusters Score: Raw -948165.582248 + Penalty 2894.357563 = -945271.224684 nChanged 77 SP:Iteration 14Q (5254.386209 sec): 3 clusters Score: Raw -948190.619781 + Penalty 2894.357563 = -945296.262218 nChanged 81 SP:Iteration 15Q (5254.435684 sec): 3 clusters Score: Raw -948219.805428 + Penalty 2894.357563 = -945325.447864 nChanged 84 SP:Iteration 16Q (5254.491998 sec): 3 clusters Score: Raw -948245.224614 + Penalty 2894.357563 = -945350.867051 nChanged 77 SP:Iteration 17Q (5254.550167 sec): 3 clusters Score: Raw -948264.511737 + Penalty 2894.357563 = -945370.154174 nChanged 56 SP:Iteration 18Q (5254.620270 sec): 3 clusters Score: Raw -948276.734075 + Penalty 2894.357563 = -945382.376512 nChanged 44 SP:Iteration 19Q (5254.675588 sec): 3 clusters Score: Raw -948287.315549 + Penalty 2894.357563 = -945392.957986 nChanged 33 SP:Iteration 20F (5254.733030 sec): 3 clusters Score: Raw -948293.248102 + Penalty 2894.357563 = -945398.890539 nChanged 27 SP:Iteration 21Q (5254.783485 sec): 3 clusters Score: Raw -948297.792880 + Penalty 2894.357563 = -945403.435317 nChanged 16 SP:Iteration 22Q (5254.843014 sec): 3 clusters Score: Raw -948301.412193 + Penalty 2894.357563 = -945407.054630 nChanged 14 SP:Iteration 23Q (5254.887340 sec): 3 clusters Score: Raw -948303.885048 + Penalty 2894.357563 = -945409.527485 nChanged 8 SP:Iteration 24Q (5254.955910 sec): 3 clusters Score: Raw -948305.260844 + Penalty 2894.357563 = -945410.903281 nChanged 7 SP:Iteration 25Q (5255.002634 sec): 3 clusters Score: Raw -948306.299068 + Penalty 2894.357563 = -945411.941504 nChanged 6 SP:Iteration 26Q (5255.057629 sec): 3 clusters Score: Raw -948307.080161 + Penalty 2894.357563 = -945412.722598 nChanged 6 SP:Iteration 27Q (5255.122696 sec): 3 clusters Score: Raw -948308.277736 + Penalty 2894.357563 = -945413.920173 nChanged 6 SP:Iteration 28Q (5255.167855 sec): 3 clusters Score: Raw -948308.949118 + Penalty 2894.357563 = -945414.591555 nChanged 4 SP:Iteration 29Q (5255.230242 sec): 3 clusters Score: Raw -948309.466667 + Penalty 2894.357563 = -945415.109104 nChanged 5 SP:Iteration 30Q (5255.291188 sec): 3 clusters Score: Raw -948310.247409 + Penalty 2894.357563 = -945415.889846 nChanged 4 SP:Iteration 31Q (5255.338824 sec): 3 clusters Score: Raw -948310.788188 + Penalty 2894.357563 = -945416.430625 nChanged 5 SP:Iteration 32Q (5255.404548 sec): 3 clusters Score: Raw -948311.671824 + Penalty 2894.357563 = -945417.314261 nChanged 5 SP:Iteration 33Q (5255.448448 sec): 3 clusters Score: Raw -948312.494132 + Penalty 2894.357563 = -945418.136569 nChanged 7 SP:Iteration 34Q (5255.503325 sec): 3 clusters Score: Raw -948313.826618 + Penalty 2894.357563 = -945419.469055 nChanged 3 SP:Iteration 35Q (5255.555137 sec): 3 clusters Score: Raw -948314.375873 + Penalty 2894.357563 = -945420.018310 nChanged 2 SP:Iteration 36Q (5255.624031 sec): 3 clusters Score: Raw -948314.582637 + Penalty 2894.357563 = -945420.225074 nChanged 2 SP:Iteration 37Q (5255.662977 sec): 3 clusters Score: Raw -948315.007664 + Penalty 2894.357563 = -945420.650100 nChanged 2 SP:Iteration 38Q (5255.730433 sec): 3 clusters Score: Raw -948315.336902 + Penalty 2894.357563 = -945420.979339 nChanged 2 SP:Iteration 39Q (5255.781368 sec): 3 clusters Score: Raw -948315.572396 + Penalty 2894.357563 = -945421.214833 nChanged 3 SP:Iteration 40F (5255.839867 sec): 3 clusters Score: Raw -948315.903291 + Penalty 2894.357563 = -945421.545728 nChanged 1 SP:Iteration 41Q (5255.905745 sec): 3 clusters Score: Raw -948316.088438 + Penalty 2894.357563 = -945421.730875 nChanged 1 SP:Iteration 42Q (5255.959562 sec): 3 clusters Score: Raw -948316.168787 + Penalty 2894.357563 = -945421.811224 nChanged 2 SP:Iteration 43Q (5256.012923 sec): 3 clusters Score: Raw -948316.318656 + Penalty 2894.357563 = -945421.961092 nChanged 3 SP:Iteration 44Q (5256.072882 sec): 3 clusters Score: Raw -948316.714434 + Penalty 2894.357563 = -945422.356871 nChanged 4 SP:Iteration 45Q (5256.131244 sec): 3 clusters Score: Raw -948317.287808 + Penalty 2894.357563 = -945422.930245 nChanged 4 SP:Iteration 46Q (5256.193682 sec): 3 clusters Score: Raw -948317.675581 + Penalty 2894.357563 = -945423.318018 nChanged 1 SP:Iteration 47Q (5256.257356 sec): 3 clusters Score: Raw -948317.871646 + Penalty 2894.357563 = -945423.514083 nChanged 1 SP:Iteration 48Q (5256.303475 sec): 3 clusters Score: Raw -948317.980339 + Penalty 2894.357563 = -945423.622776 nChanged 2 SP:Iteration 49Q (5256.364456 sec): 3 clusters Score: Raw -948318.349412 + Penalty 2894.357563 = -945423.991849 nChanged 2 SP:Iteration 50Q (5256.425558 sec): 3 clusters Score: Raw -948318.800446 + Penalty 2894.357563 = -945424.442883 nChanged 3 SP:Iteration 51Q (5256.482926 sec): 3 clusters Score: Raw -948319.458940 + Penalty 2894.357563 = -945425.101376 nChanged 4 SP:Iteration 52Q (5256.524491 sec): 3 clusters Score: Raw -948320.003639 + Penalty 2894.357563 = -945425.646076 nChanged 0 SP:Iteration 53F (5256.590062 sec): 3 clusters Score: Raw -948320.003639 + Penalty 2894.357563 = -945425.646076 nChanged 0 Trying to split cluster 29 (132521 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5256.768067 sec): 2 clusters Score: Raw -17800578.084022 + Penalty 1916.605665 = -17798661.478356 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5257.022739 sec): 3 clusters Score: Raw -17713603.408510 + Penalty 3833.211331 = -17709770.197179 nChanged 63821 SP:Iteration 1F (5257.261758 sec): 3 clusters Score: Raw -17751060.656859 + Penalty 3833.211331 = -17747227.445528 nChanged 4131 SP:Iteration 2Q (5257.519864 sec): 3 clusters Score: Raw -17752011.163234 + Penalty 3833.211331 = -17748177.951904 nChanged 4329 SP:Iteration 3Q (5257.766433 sec): 3 clusters Score: Raw -17753157.227606 + Penalty 3833.211331 = -17749324.016275 nChanged 4804 SP:Iteration 4Q (5258.017307 sec): 3 clusters Score: Raw -17754657.823640 + Penalty 3833.211331 = -17750824.612309 nChanged 5250 SP:Iteration 5Q (5258.269972 sec): 3 clusters Score: Raw -17756631.506411 + Penalty 3833.211331 = -17752798.295080 nChanged 5991 SP:Iteration 6Q (5258.526273 sec): 3 clusters Score: Raw -17759231.548813 + Penalty 3833.211331 = -17755398.337482 nChanged 6729 SP:Iteration 7F (5258.773041 sec): 3 clusters Score: Raw -17762523.554119 + Penalty 3833.211331 = -17758690.342788 nChanged 7180 SP:Iteration 8F (5259.040492 sec): 3 clusters Score: Raw -17766561.194445 + Penalty 3833.211331 = -17762727.983115 nChanged 7516 SP:Iteration 9F (5259.287588 sec): 3 clusters Score: Raw -17771327.492803 + Penalty 3833.211331 = -17767494.281472 nChanged 7341 SP:Iteration 10F (5259.531553 sec): 3 clusters Score: Raw -17775888.865829 + Penalty 3833.211331 = -17772055.654498 nChanged 6273 SP:Iteration 11Q (5259.784523 sec): 3 clusters Score: Raw -17779044.887762 + Penalty 3833.211331 = -17775211.676432 nChanged 4617 SP:Iteration 12Q (5260.029299 sec): 3 clusters Score: Raw -17780712.415079 + Penalty 3833.211331 = -17776879.203749 nChanged 3180 SP:Iteration 13Q (5260.277758 sec): 3 clusters Score: Raw -17781615.595079 + Penalty 3833.211331 = -17777782.383748 nChanged 2455 SP:Iteration 14Q (5260.541378 sec): 3 clusters Score: Raw -17782299.557974 + Penalty 3833.211331 = -17778466.346643 nChanged 2290 SP:Iteration 15Q (5260.796879 sec): 3 clusters Score: Raw -17783020.431969 + Penalty 3833.211331 = -17779187.220638 nChanged 2306 SP:Iteration 16Q (5261.044886 sec): 3 clusters Score: Raw -17783794.687575 + Penalty 3833.211331 = -17779961.476245 nChanged 2424 SP:Iteration 17Q (5261.293262 sec): 3 clusters Score: Raw -17784635.511584 + Penalty 3833.211331 = -17780802.300253 nChanged 2440 SP:Iteration 18Q (5261.541918 sec): 3 clusters Score: Raw -17785504.332834 + Penalty 3833.211331 = -17781671.121503 nChanged 2495 SP:Iteration 19Q (5261.773480 sec): 3 clusters Score: Raw -17786462.141007 + Penalty 3833.211331 = -17782628.929676 nChanged 2564 SP:Iteration 20F (5262.014377 sec): 3 clusters Score: Raw -17787464.091608 + Penalty 3833.211331 = -17783630.880277 nChanged 2568 SP:Iteration 21Q (5262.249388 sec): 3 clusters Score: Raw -17788509.517626 + Penalty 3833.211331 = -17784676.306295 nChanged 2623 SP:Iteration 22Q (5262.484921 sec): 3 clusters Score: Raw -17789599.534725 + Penalty 3833.211331 = -17785766.323394 nChanged 2589 SP:Iteration 23Q (5262.726491 sec): 3 clusters Score: Raw -17790738.358674 + Penalty 3833.211331 = -17786905.147343 nChanged 2612 SP:Iteration 24Q (5262.944168 sec): 3 clusters Score: Raw -17791941.802287 + Penalty 3833.211331 = -17788108.590956 nChanged 2493 SP:Iteration 25Q (5263.175337 sec): 3 clusters Score: Raw -17793102.625520 + Penalty 3833.211331 = -17789269.414189 nChanged 2399 SP:Iteration 26Q (5263.400887 sec): 3 clusters Score: Raw -17794239.312754 + Penalty 3833.211331 = -17790406.101424 nChanged 2255 SP:Iteration 27Q (5263.627376 sec): 3 clusters Score: Raw -17795318.801157 + Penalty 3833.211331 = -17791485.589826 nChanged 2075 SP:Iteration 28Q (5263.848809 sec): 3 clusters Score: Raw -17796317.732112 + Penalty 3833.211331 = -17792484.520781 nChanged 1851 SP:Iteration 29Q (5264.074448 sec): 3 clusters Score: Raw -17797224.536964 + Penalty 3833.211331 = -17793391.325633 nChanged 1590 SP:Iteration 30Q (5264.303314 sec): 3 clusters Score: Raw -17797968.231396 + Penalty 3833.211331 = -17794135.020065 nChanged 1372 SP:Iteration 31Q (5264.524290 sec): 3 clusters Score: Raw -17798585.028892 + Penalty 3833.211331 = -17794751.817562 nChanged 1171 SP:Iteration 32Q (5264.725183 sec): 3 clusters Score: Raw -17799101.379131 + Penalty 3833.211331 = -17795268.167800 nChanged 998 SP:Iteration 33Q (5264.938060 sec): 3 clusters Score: Raw -17799538.879688 + Penalty 3833.211331 = -17795705.668358 nChanged 848 SP:Iteration 34Q (5265.146762 sec): 3 clusters Score: Raw -17799911.860208 + Penalty 3833.211331 = -17796078.648877 nChanged 698 SP:Iteration 35Q (5265.360933 sec): 3 clusters Score: Raw -17800212.156403 + Penalty 3833.211331 = -17796378.945073 nChanged 562 SP:Iteration 36Q (5265.583755 sec): 3 clusters Score: Raw -17800435.330963 + Penalty 3833.211331 = -17796602.119632 nChanged 416 SP:Iteration 37Q (5265.768312 sec): 3 clusters Score: Raw -17800598.767372 + Penalty 3833.211331 = -17796765.556041 nChanged 321 SP:Iteration 38Q (5265.964050 sec): 3 clusters Score: Raw -17800717.977243 + Penalty 3833.211331 = -17796884.765912 nChanged 238 SP:Iteration 39Q (5266.155680 sec): 3 clusters Score: Raw -17800804.084849 + Penalty 3833.211331 = -17796970.873519 nChanged 188 SP:Iteration 40F (5266.395080 sec): 3 clusters Score: Raw -17800873.440198 + Penalty 3833.211331 = -17797040.228868 nChanged 146 SP:Iteration 41Q (5266.579024 sec): 3 clusters Score: Raw -17800924.024507 + Penalty 3833.211331 = -17797090.813177 nChanged 127 SP:Iteration 42Q (5266.777718 sec): 3 clusters Score: Raw -17800960.746032 + Penalty 3833.211331 = -17797127.534701 nChanged 87 SP:Iteration 43Q (5266.976163 sec): 3 clusters Score: Raw -17800985.718462 + Penalty 3833.211331 = -17797152.507131 nChanged 79 SP:Iteration 44Q (5267.189687 sec): 3 clusters Score: Raw -17801009.424874 + Penalty 3833.211331 = -17797176.213543 nChanged 76 SP:Iteration 45Q (5267.395301 sec): 3 clusters Score: Raw -17801031.462177 + Penalty 3833.211331 = -17797198.250846 nChanged 59 SP:Iteration 46Q (5267.606287 sec): 3 clusters Score: Raw -17801046.490129 + Penalty 3833.211331 = -17797213.278798 nChanged 59 SP:Iteration 47Q (5267.812540 sec): 3 clusters Score: Raw -17801061.346593 + Penalty 3833.211331 = -17797228.135262 nChanged 52 SP:Iteration 48Q (5268.017940 sec): 3 clusters Score: Raw -17801076.056960 + Penalty 3833.211331 = -17797242.845630 nChanged 37 SP:Iteration 49Q (5268.232595 sec): 3 clusters Score: Raw -17801085.416915 + Penalty 3833.211331 = -17797252.205584 nChanged 33 SP:Iteration 50Q (5268.430160 sec): 3 clusters Score: Raw -17801092.750334 + Penalty 3833.211331 = -17797259.539003 nChanged 21 SP:Iteration 51Q (5268.616389 sec): 3 clusters Score: Raw -17801098.358608 + Penalty 3833.211331 = -17797265.147277 nChanged 15 SP:Iteration 52Q (5268.799875 sec): 3 clusters Score: Raw -17801102.898479 + Penalty 3833.211331 = -17797269.687149 nChanged 22 SP:Iteration 53Q (5269.009057 sec): 3 clusters Score: Raw -17801108.067963 + Penalty 3833.211331 = -17797274.856632 nChanged 23 SP:Iteration 54Q (5269.203327 sec): 3 clusters Score: Raw -17801114.257425 + Penalty 3833.211331 = -17797281.046094 nChanged 30 SP:Iteration 55Q (5269.394196 sec): 3 clusters Score: Raw -17801122.907481 + Penalty 3833.211331 = -17797289.696150 nChanged 27 SP:Iteration 56Q (5269.616219 sec): 3 clusters Score: Raw -17801130.554095 + Penalty 3833.211331 = -17797297.342764 nChanged 21 SP:Iteration 57Q (5269.839129 sec): 3 clusters Score: Raw -17801136.665561 + Penalty 3833.211331 = -17797303.454230 nChanged 18 SP:Iteration 58Q (5270.068522 sec): 3 clusters Score: Raw -17801140.384120 + Penalty 3833.211331 = -17797307.172789 nChanged 13 SP:Iteration 59Q (5270.295198 sec): 3 clusters Score: Raw -17801143.285758 + Penalty 3833.211331 = -17797310.074427 nChanged 12 SP:Iteration 60F (5270.549351 sec): 3 clusters Score: Raw -17801145.499504 + Penalty 3833.211331 = -17797312.288173 nChanged 13 SP:Iteration 61Q (5270.774431 sec): 3 clusters Score: Raw -17801149.230423 + Penalty 3833.211331 = -17797316.019092 nChanged 11 SP:Iteration 62Q (5270.999178 sec): 3 clusters Score: Raw -17801152.440396 + Penalty 3833.211331 = -17797319.229065 nChanged 11 SP:Iteration 63Q (5271.209335 sec): 3 clusters Score: Raw -17801155.350080 + Penalty 3833.211331 = -17797322.138749 nChanged 13 SP:Iteration 64Q (5271.404093 sec): 3 clusters Score: Raw -17801158.326717 + Penalty 3833.211331 = -17797325.115386 nChanged 9 SP:Iteration 65Q (5271.587977 sec): 3 clusters Score: Raw -17801160.472414 + Penalty 3833.211331 = -17797327.261083 nChanged 9 SP:Iteration 66Q (5271.810096 sec): 3 clusters Score: Raw -17801162.585805 + Penalty 3833.211331 = -17797329.374474 nChanged 10 SP:Iteration 67Q (5272.014462 sec): 3 clusters Score: Raw -17801164.144785 + Penalty 3833.211331 = -17797330.933454 nChanged 10 SP:Iteration 68Q (5272.202240 sec): 3 clusters Score: Raw -17801165.773650 + Penalty 3833.211331 = -17797332.562319 nChanged 11 SP:Iteration 69Q (5272.395135 sec): 3 clusters Score: Raw -17801168.036909 + Penalty 3833.211331 = -17797334.825578 nChanged 7 SP:Iteration 70Q (5272.592161 sec): 3 clusters Score: Raw -17801169.842415 + Penalty 3833.211331 = -17797336.631085 nChanged 8 SP:Iteration 71Q (5272.797164 sec): 3 clusters Score: Raw -17801171.622198 + Penalty 3833.211331 = -17797338.410867 nChanged 8 SP:Iteration 72Q (5273.004990 sec): 3 clusters Score: Raw -17801173.276712 + Penalty 3833.211331 = -17797340.065381 nChanged 8 SP:Iteration 73Q (5273.228465 sec): 3 clusters Score: Raw -17801174.912877 + Penalty 3833.211331 = -17797341.701546 nChanged 10 SP:Iteration 74Q (5273.435876 sec): 3 clusters Score: Raw -17801177.164459 + Penalty 3833.211331 = -17797343.953128 nChanged 9 SP:Iteration 75Q (5273.643963 sec): 3 clusters Score: Raw -17801179.266327 + Penalty 3833.211331 = -17797346.054997 nChanged 5 SP:Iteration 76Q (5273.835331 sec): 3 clusters Score: Raw -17801180.027545 + Penalty 3833.211331 = -17797346.816214 nChanged 1 SP:Iteration 77Q (5274.035653 sec): 3 clusters Score: Raw -17801180.150646 + Penalty 3833.211331 = -17797346.939315 nChanged 1 SP:Iteration 78Q (5274.229569 sec): 3 clusters Score: Raw -17801180.329480 + Penalty 3833.211331 = -17797347.118149 nChanged 0 SP:Iteration 79F (5274.461094 sec): 3 clusters Score: Raw -17801180.329480 + Penalty 3833.211331 = -17797347.118149 nChanged 0 Trying to split cluster 30 (6216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5274.497865 sec): 2 clusters Score: Raw -841287.749442 + Penalty 1419.418307 = -839868.331135 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5274.551818 sec): 3 clusters Score: Raw -837951.716885 + Penalty 2838.836615 = -835112.880270 nChanged 2580 SP:Iteration 1F (5274.607267 sec): 3 clusters Score: Raw -839335.255206 + Penalty 2838.836615 = -836496.418591 nChanged 443 SP:Iteration 2F (5274.653352 sec): 3 clusters Score: Raw -839615.355079 + Penalty 2838.836615 = -836776.518464 nChanged 424 SP:Iteration 3F (5274.707576 sec): 3 clusters Score: Raw -839894.324968 + Penalty 2838.836615 = -837055.488353 nChanged 408 SP:Iteration 4F (5274.760949 sec): 3 clusters Score: Raw -840201.519800 + Penalty 2838.836615 = -837362.683185 nChanged 377 SP:Iteration 5F (5274.817801 sec): 3 clusters Score: Raw -840484.500907 + Penalty 2838.836615 = -837645.664292 nChanged 352 SP:Iteration 6F (5274.865573 sec): 3 clusters Score: Raw -840723.838289 + Penalty 2838.836615 = -837885.001674 nChanged 308 SP:Iteration 7Q (5274.911001 sec): 3 clusters Score: Raw -840936.032764 + Penalty 2838.836615 = -838097.196149 nChanged 259 SP:Iteration 8Q (5274.947711 sec): 3 clusters Score: Raw -841101.399686 + Penalty 2838.836615 = -838262.563071 nChanged 192 SP:Iteration 9Q (5275.003129 sec): 3 clusters Score: Raw -841232.168374 + Penalty 2838.836615 = -838393.331759 nChanged 175 SP:Iteration 10Q (5275.065376 sec): 3 clusters Score: Raw -841336.315049 + Penalty 2838.836615 = -838497.478434 nChanged 131 SP:Iteration 11Q (5275.121023 sec): 3 clusters Score: Raw -841415.423325 + Penalty 2838.836615 = -838576.586710 nChanged 96 SP:Iteration 12Q (5275.162430 sec): 3 clusters Score: Raw -841476.605336 + Penalty 2838.836615 = -838637.768721 nChanged 80 SP:Iteration 13Q (5275.214524 sec): 3 clusters Score: Raw -841519.331733 + Penalty 2838.836615 = -838680.495119 nChanged 68 SP:Iteration 14Q (5275.274388 sec): 3 clusters Score: Raw -841548.382776 + Penalty 2838.836615 = -838709.546161 nChanged 59 SP:Iteration 15Q (5275.323233 sec): 3 clusters Score: Raw -841571.768493 + Penalty 2838.836615 = -838732.931878 nChanged 43 SP:Iteration 16Q (5275.376020 sec): 3 clusters Score: Raw -841593.890738 + Penalty 2838.836615 = -838755.054124 nChanged 50 SP:Iteration 17Q (5275.427493 sec): 3 clusters Score: Raw -841617.644611 + Penalty 2838.836615 = -838778.807997 nChanged 43 SP:Iteration 18Q (5275.488814 sec): 3 clusters Score: Raw -841635.154319 + Penalty 2838.836615 = -838796.317704 nChanged 35 SP:Iteration 19Q (5275.534116 sec): 3 clusters Score: Raw -841648.767747 + Penalty 2838.836615 = -838809.931132 nChanged 30 SP:Iteration 20F (5275.596583 sec): 3 clusters Score: Raw -841656.547605 + Penalty 2838.836615 = -838817.710990 nChanged 19 SP:Iteration 21Q (5275.641085 sec): 3 clusters Score: Raw -841661.762271 + Penalty 2838.836615 = -838822.925656 nChanged 12 SP:Iteration 22Q (5275.692721 sec): 3 clusters Score: Raw -841665.105820 + Penalty 2838.836615 = -838826.269205 nChanged 15 SP:Iteration 23Q (5275.739478 sec): 3 clusters Score: Raw -841669.170009 + Penalty 2838.836615 = -838830.333394 nChanged 9 SP:Iteration 24Q (5275.805737 sec): 3 clusters Score: Raw -841671.030979 + Penalty 2838.836615 = -838832.194364 nChanged 9 SP:Iteration 25Q (5275.857922 sec): 3 clusters Score: Raw -841675.257121 + Penalty 2838.836615 = -838836.420506 nChanged 12 SP:Iteration 26Q (5275.908451 sec): 3 clusters Score: Raw -841679.974709 + Penalty 2838.836615 = -838841.138095 nChanged 17 SP:Iteration 27Q (5275.960006 sec): 3 clusters Score: Raw -841687.074469 + Penalty 2838.836615 = -838848.237854 nChanged 22 SP:Iteration 28Q (5276.022283 sec): 3 clusters Score: Raw -841696.243615 + Penalty 2838.836615 = -838857.407000 nChanged 22 SP:Iteration 29Q (5276.074318 sec): 3 clusters Score: Raw -841705.090442 + Penalty 2838.836615 = -838866.253827 nChanged 25 SP:Iteration 30Q (5276.131072 sec): 3 clusters Score: Raw -841715.548421 + Penalty 2838.836615 = -838876.711806 nChanged 24 SP:Iteration 31Q (5276.182116 sec): 3 clusters Score: Raw -841724.726515 + Penalty 2838.836615 = -838885.889900 nChanged 25 SP:Iteration 32Q (5276.239375 sec): 3 clusters Score: Raw -841731.570867 + Penalty 2838.836615 = -838892.734252 nChanged 22 SP:Iteration 33Q (5276.294562 sec): 3 clusters Score: Raw -841742.093950 + Penalty 2838.836615 = -838903.257335 nChanged 27 SP:Iteration 34Q (5276.351512 sec): 3 clusters Score: Raw -841755.135401 + Penalty 2838.836615 = -838916.298786 nChanged 23 SP:Iteration 35Q (5276.412078 sec): 3 clusters Score: Raw -841765.386348 + Penalty 2838.836615 = -838926.549733 nChanged 27 SP:Iteration 36Q (5276.469642 sec): 3 clusters Score: Raw -841774.306763 + Penalty 2838.836615 = -838935.470148 nChanged 19 SP:Iteration 37Q (5276.528547 sec): 3 clusters Score: Raw -841781.948758 + Penalty 2838.836615 = -838943.112143 nChanged 14 SP:Iteration 38Q (5276.580963 sec): 3 clusters Score: Raw -841787.059193 + Penalty 2838.836615 = -838948.222578 nChanged 11 SP:Iteration 39Q (5276.622885 sec): 3 clusters Score: Raw -841790.287774 + Penalty 2838.836615 = -838951.451159 nChanged 11 SP:Iteration 40F (5276.675446 sec): 3 clusters Score: Raw -841793.833085 + Penalty 2838.836615 = -838954.996470 nChanged 12 SP:Iteration 41Q (5276.727825 sec): 3 clusters Score: Raw -841797.861211 + Penalty 2838.836615 = -838959.024596 nChanged 10 SP:Iteration 42Q (5276.786892 sec): 3 clusters Score: Raw -841800.809604 + Penalty 2838.836615 = -838961.972989 nChanged 15 SP:Iteration 43Q (5276.837236 sec): 3 clusters Score: Raw -841806.919395 + Penalty 2838.836615 = -838968.082780 nChanged 10 SP:Iteration 44Q (5276.895172 sec): 3 clusters Score: Raw -841811.116414 + Penalty 2838.836615 = -838972.279799 nChanged 7 SP:Iteration 45Q (5276.952664 sec): 3 clusters Score: Raw -841813.200074 + Penalty 2838.836615 = -838974.363459 nChanged 7 SP:Iteration 46Q (5277.021397 sec): 3 clusters Score: Raw -841815.236505 + Penalty 2838.836615 = -838976.399890 nChanged 6 SP:Iteration 47Q (5277.077201 sec): 3 clusters Score: Raw -841817.270613 + Penalty 2838.836615 = -838978.433998 nChanged 8 SP:Iteration 48Q (5277.125771 sec): 3 clusters Score: Raw -841819.413576 + Penalty 2838.836615 = -838980.576961 nChanged 3 SP:Iteration 49Q (5277.186086 sec): 3 clusters Score: Raw -841819.842634 + Penalty 2838.836615 = -838981.006019 nChanged 0 SP:Iteration 50F (5277.254490 sec): 3 clusters Score: Raw -841819.842634 + Penalty 2838.836615 = -838981.006019 nChanged 0 Iteration 459Q (5283.650303 sec): 31 clusters Score: Raw -99944190.329773 + Penalty 66086.327377 = -99878104.002396 nChanged 20 Iteration 460F (5297.722006 sec): 31 clusters Score: Raw -99944190.584503 + Penalty 66086.327377 = -99878104.257126 nChanged 19 Iteration 461Q (5304.122826 sec): 31 clusters Score: Raw -99944190.964655 + Penalty 66086.327377 = -99878104.637278 nChanged 24 Iteration 462Q (5310.612787 sec): 31 clusters Score: Raw -99944191.400157 + Penalty 66086.327377 = -99878105.072781 nChanged 22 Iteration 463Q (5317.103120 sec): 31 clusters Score: Raw -99944191.734430 + Penalty 66086.327377 = -99878105.407053 nChanged 19 Iteration 464Q (5323.345367 sec): 31 clusters Score: Raw -99944192.012495 + Penalty 66086.327377 = -99878105.685118 nChanged 9 Iteration 465Q (5329.633643 sec): 31 clusters Score: Raw -99944192.170345 + Penalty 66086.327377 = -99878105.842968 nChanged 7 Iteration 466Q (5335.936807 sec): 31 clusters Score: Raw -99944192.267964 + Penalty 66086.327377 = -99878105.940588 nChanged 10 Iteration 467Q (5341.889620 sec): 31 clusters Score: Raw -99944192.458867 + Penalty 66086.327377 = -99878106.131490 nChanged 12 Iteration 468Q (5347.969866 sec): 31 clusters Score: Raw -99944192.693905 + Penalty 66086.327377 = -99878106.366528 nChanged 17 Iteration 469Q (5354.272290 sec): 31 clusters Score: Raw -99944192.977375 + Penalty 66086.327377 = -99878106.649998 nChanged 15 Iteration 470Q (5360.774353 sec): 31 clusters Score: Raw -99944193.262429 + Penalty 66086.327377 = -99878106.935052 nChanged 17 Iteration 471Q (5366.953426 sec): 31 clusters Score: Raw -99944193.482830 + Penalty 66086.327377 = -99878107.155453 nChanged 14 Iteration 472Q (5373.234446 sec): 31 clusters Score: Raw -99944193.623761 + Penalty 66086.327377 = -99878107.296384 nChanged 11 Iteration 473Q (5379.402761 sec): 31 clusters Score: Raw -99944193.702781 + Penalty 66086.327377 = -99878107.375404 nChanged 11 Iteration 474Q (5385.694250 sec): 31 clusters Score: Raw -99944193.817420 + Penalty 66086.327377 = -99878107.490043 nChanged 8 Iteration 475Q (5391.957458 sec): 31 clusters Score: Raw -99944193.879967 + Penalty 66086.327377 = -99878107.552590 nChanged 6 Iteration 476Q (5398.385857 sec): 31 clusters Score: Raw -99944193.927336 + Penalty 66086.327377 = -99878107.599959 nChanged 5 Iteration 477Q (5404.601731 sec): 31 clusters Score: Raw -99944193.976734 + Penalty 66086.327377 = -99878107.649357 nChanged 3 Iteration 478Q (5410.735683 sec): 31 clusters Score: Raw -99944194.044225 + Penalty 66086.327377 = -99878107.716848 nChanged 2 Iteration 479Q (5417.368658 sec): 31 clusters Score: Raw -99944194.104995 + Penalty 66086.327377 = -99878107.777618 nChanged 2 Iteration 480F (5431.390006 sec): 31 clusters Score: Raw -99944194.140255 + Penalty 66086.327377 = -99878107.812878 nChanged 3 Iteration 481Q (5437.930778 sec): 31 clusters Score: Raw -99944194.244138 + Penalty 66086.327377 = -99878107.916761 nChanged 3 Iteration 482Q (5444.474807 sec): 31 clusters Score: Raw -99944194.407752 + Penalty 66086.327377 = -99878108.080375 nChanged 5 Iteration 483Q (5450.910455 sec): 31 clusters Score: Raw -99944194.552114 + Penalty 66086.327377 = -99878108.224737 nChanged 3 Iteration 484Q (5457.181867 sec): 31 clusters Score: Raw -99944194.710132 + Penalty 66086.327377 = -99878108.382755 nChanged 6 Iteration 485Q (5463.370559 sec): 31 clusters Score: Raw -99944195.141629 + Penalty 66086.327377 = -99878108.814252 nChanged 6 Iteration 486Q (5469.304474 sec): 31 clusters Score: Raw -99944195.228710 + Penalty 66086.327377 = -99878108.901333 nChanged 2 Iteration 487Q (5475.317183 sec): 31 clusters Score: Raw -99944195.267632 + Penalty 66086.327377 = -99878108.940255 nChanged 1 Iteration 488Q (5481.369875 sec): 31 clusters Score: Raw -99944195.311923 + Penalty 66086.327377 = -99878108.984546 nChanged 1 Iteration 489Q (5487.064318 sec): 31 clusters Score: Raw -99944195.338896 + Penalty 66086.327377 = -99878109.011519 nChanged 2 Iteration 490Q (5493.109281 sec): 31 clusters Score: Raw -99944195.387125 + Penalty 66086.327377 = -99878109.059748 nChanged 2 Iteration 491Q (5499.003835 sec): 31 clusters Score: Raw -99944195.418515 + Penalty 66086.327377 = -99878109.091138 nChanged 1 Iteration 492Q (5505.411242 sec): 31 clusters Score: Raw -99944195.452466 + Penalty 66086.327377 = -99878109.125089 nChanged 3 Iteration 493Q (5511.691178 sec): 31 clusters Score: Raw -99944195.534033 + Penalty 66086.327377 = -99878109.206656 nChanged 3 Iteration 494Q (5517.712977 sec): 31 clusters Score: Raw -99944195.687164 + Penalty 66086.327377 = -99878109.359787 nChanged 7 Iteration 495Q (5523.917896 sec): 31 clusters Score: Raw -99944195.868168 + Penalty 66086.327377 = -99878109.540791 nChanged 6 Iteration 496Q (5530.008910 sec): 31 clusters Score: Raw -99944196.044428 + Penalty 66086.327377 = -99878109.717051 nChanged 5 Iteration 497Q (5536.518677 sec): 31 clusters Score: Raw -99944196.229897 + Penalty 66086.327377 = -99878109.902520 nChanged 4 Iteration 498Q (5542.741832 sec): 31 clusters Score: Raw -99944196.311292 + Penalty 66086.327377 = -99878109.983915 nChanged 4 Writing temp clu file Because OldScore, -99878109.902520, is greater than current (better) Score,-99878109.983915 Compute initial score before splitting: Score: Raw -99944196.311292 + Penalty 66086.327377 = -99878109.983915 Trying to split cluster 1 (8440 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5542.928042 sec): 2 clusters Score: Raw -1100025.547183 + Penalty 1469.119858 = -1098556.427325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5542.990474 sec): 3 clusters Score: Raw -1095317.017170 + Penalty 2938.239716 = -1092378.777454 nChanged 3598 SP:Iteration 1F (5543.050154 sec): 3 clusters Score: Raw -1097391.943489 + Penalty 2938.239716 = -1094453.703773 nChanged 601 SP:Iteration 2F (5543.107837 sec): 3 clusters Score: Raw -1097724.901589 + Penalty 2938.239716 = -1094786.661873 nChanged 477 SP:Iteration 3F (5543.160425 sec): 3 clusters Score: Raw -1097992.235584 + Penalty 2938.239716 = -1095053.995868 nChanged 402 SP:Iteration 4Q (5543.230853 sec): 3 clusters Score: Raw -1098192.735761 + Penalty 2938.239716 = -1095254.496045 nChanged 347 SP:Iteration 5Q (5543.290359 sec): 3 clusters Score: Raw -1098349.721218 + Penalty 2938.239716 = -1095411.481502 nChanged 306 SP:Iteration 6Q (5543.336674 sec): 3 clusters Score: Raw -1098489.707172 + Penalty 2938.239716 = -1095551.467456 nChanged 285 SP:Iteration 7Q (5543.393639 sec): 3 clusters Score: Raw -1098627.134696 + Penalty 2938.239716 = -1095688.894980 nChanged 280 SP:Iteration 8Q (5543.454796 sec): 3 clusters Score: Raw -1098760.731420 + Penalty 2938.239716 = -1095822.491704 nChanged 265 SP:Iteration 9Q (5543.510748 sec): 3 clusters Score: Raw -1098901.217017 + Penalty 2938.239716 = -1095962.977301 nChanged 260 SP:Iteration 10Q (5543.569691 sec): 3 clusters Score: Raw -1099032.143798 + Penalty 2938.239716 = -1096093.904082 nChanged 235 SP:Iteration 11Q (5543.631095 sec): 3 clusters Score: Raw -1099138.629765 + Penalty 2938.239716 = -1096200.390049 nChanged 210 SP:Iteration 12Q (5543.692813 sec): 3 clusters Score: Raw -1099243.186327 + Penalty 2938.239716 = -1096304.946611 nChanged 225 SP:Iteration 13Q (5543.765059 sec): 3 clusters Score: Raw -1099353.731443 + Penalty 2938.239716 = -1096415.491727 nChanged 190 SP:Iteration 14Q (5543.824849 sec): 3 clusters Score: Raw -1099431.062286 + Penalty 2938.239716 = -1096492.822570 nChanged 171 SP:Iteration 15Q (5543.870939 sec): 3 clusters Score: Raw -1099501.496157 + Penalty 2938.239716 = -1096563.256441 nChanged 151 SP:Iteration 16Q (5543.937589 sec): 3 clusters Score: Raw -1099557.325187 + Penalty 2938.239716 = -1096619.085471 nChanged 133 SP:Iteration 17Q (5543.999989 sec): 3 clusters Score: Raw -1099607.299247 + Penalty 2938.239716 = -1096669.059532 nChanged 117 SP:Iteration 18Q (5544.058036 sec): 3 clusters Score: Raw -1099642.802967 + Penalty 2938.239716 = -1096704.563251 nChanged 115 SP:Iteration 19Q (5544.117860 sec): 3 clusters Score: Raw -1099681.799218 + Penalty 2938.239716 = -1096743.559502 nChanged 88 SP:Iteration 20F (5544.170977 sec): 3 clusters Score: Raw -1099710.100670 + Penalty 2938.239716 = -1096771.860954 nChanged 72 SP:Iteration 21Q (5544.234736 sec): 3 clusters Score: Raw -1099737.959505 + Penalty 2938.239716 = -1096799.719789 nChanged 81 SP:Iteration 22Q (5544.299624 sec): 3 clusters Score: Raw -1099769.909562 + Penalty 2938.239716 = -1096831.669846 nChanged 95 SP:Iteration 23Q (5544.348387 sec): 3 clusters Score: Raw -1099802.180861 + Penalty 2938.239716 = -1096863.941145 nChanged 80 SP:Iteration 24Q (5544.405990 sec): 3 clusters Score: Raw -1099823.326822 + Penalty 2938.239716 = -1096885.087107 nChanged 68 SP:Iteration 25Q (5544.459053 sec): 3 clusters Score: Raw -1099842.023777 + Penalty 2938.239716 = -1096903.784061 nChanged 58 SP:Iteration 26Q (5544.509489 sec): 3 clusters Score: Raw -1099860.592057 + Penalty 2938.239716 = -1096922.352341 nChanged 61 SP:Iteration 27Q (5544.572893 sec): 3 clusters Score: Raw -1099880.123449 + Penalty 2938.239716 = -1096941.883733 nChanged 56 SP:Iteration 28Q (5544.632358 sec): 3 clusters Score: Raw -1099895.252624 + Penalty 2938.239716 = -1096957.012908 nChanged 50 SP:Iteration 29Q (5544.682156 sec): 3 clusters Score: Raw -1099908.877074 + Penalty 2938.239716 = -1096970.637358 nChanged 42 SP:Iteration 30Q (5544.737741 sec): 3 clusters Score: Raw -1099917.887220 + Penalty 2938.239716 = -1096979.647504 nChanged 32 SP:Iteration 31Q (5544.803993 sec): 3 clusters Score: Raw -1099923.554211 + Penalty 2938.239716 = -1096985.314495 nChanged 16 SP:Iteration 32Q (5544.856591 sec): 3 clusters Score: Raw -1099926.472833 + Penalty 2938.239716 = -1096988.233117 nChanged 14 SP:Iteration 33Q (5544.923948 sec): 3 clusters Score: Raw -1099928.461499 + Penalty 2938.239716 = -1096990.221783 nChanged 14 SP:Iteration 34Q (5544.985472 sec): 3 clusters Score: Raw -1099930.220541 + Penalty 2938.239716 = -1096991.980825 nChanged 14 SP:Iteration 35Q (5545.035668 sec): 3 clusters Score: Raw -1099931.935967 + Penalty 2938.239716 = -1096993.696251 nChanged 9 SP:Iteration 36Q (5545.075455 sec): 3 clusters Score: Raw -1099933.212274 + Penalty 2938.239716 = -1096994.972558 nChanged 11 SP:Iteration 37Q (5545.139204 sec): 3 clusters Score: Raw -1099934.545481 + Penalty 2938.239716 = -1096996.305765 nChanged 7 SP:Iteration 38Q (5545.191380 sec): 3 clusters Score: Raw -1099935.487743 + Penalty 2938.239716 = -1096997.248027 nChanged 9 SP:Iteration 39Q (5545.248660 sec): 3 clusters Score: Raw -1099936.287642 + Penalty 2938.239716 = -1096998.047926 nChanged 8 SP:Iteration 40F (5545.318773 sec): 3 clusters Score: Raw -1099937.211928 + Penalty 2938.239716 = -1096998.972212 nChanged 4 SP:Iteration 41Q (5545.369408 sec): 3 clusters Score: Raw -1099937.631415 + Penalty 2938.239716 = -1096999.391699 nChanged 3 SP:Iteration 42Q (5545.423208 sec): 3 clusters Score: Raw -1099938.135614 + Penalty 2938.239716 = -1096999.895898 nChanged 4 SP:Iteration 43Q (5545.476269 sec): 3 clusters Score: Raw -1099938.459600 + Penalty 2938.239716 = -1097000.219884 nChanged 7 SP:Iteration 44Q (5545.524069 sec): 3 clusters Score: Raw -1099939.158418 + Penalty 2938.239716 = -1097000.918702 nChanged 1 SP:Iteration 45Q (5545.576644 sec): 3 clusters Score: Raw -1099939.301412 + Penalty 2938.239716 = -1097001.061696 nChanged 2 SP:Iteration 46Q (5545.631717 sec): 3 clusters Score: Raw -1099939.512765 + Penalty 2938.239716 = -1097001.273049 nChanged 2 SP:Iteration 47Q (5545.680658 sec): 3 clusters Score: Raw -1099939.697348 + Penalty 2938.239716 = -1097001.457632 nChanged 1 SP:Iteration 48Q (5545.740563 sec): 3 clusters Score: Raw -1099939.763363 + Penalty 2938.239716 = -1097001.523647 nChanged 1 SP:Iteration 49Q (5545.798337 sec): 3 clusters Score: Raw -1099939.828549 + Penalty 2938.239716 = -1097001.588833 nChanged 1 SP:Iteration 50Q (5545.860526 sec): 3 clusters Score: Raw -1099940.043184 + Penalty 2938.239716 = -1097001.803468 nChanged 1 SP:Iteration 51Q (5545.905741 sec): 3 clusters Score: Raw -1099940.168590 + Penalty 2938.239716 = -1097001.928874 nChanged 0 SP:Iteration 52F (5545.951489 sec): 3 clusters Score: Raw -1099940.168590 + Penalty 2938.239716 = -1097001.928874 nChanged 0 Trying to split cluster 2 (2826 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5545.967994 sec): 2 clusters Score: Raw -359590.480639 + Penalty 1291.325354 = -358299.155285 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5546.005179 sec): 3 clusters Score: Raw -358293.108359 + Penalty 2582.650708 = -355710.457651 nChanged 1035 SP:Iteration 1F (5546.038898 sec): 3 clusters Score: Raw -358943.776314 + Penalty 2582.650708 = -356361.125606 nChanged 235 SP:Iteration 2F (5546.075487 sec): 3 clusters Score: Raw -359120.412640 + Penalty 2582.650708 = -356537.761932 nChanged 163 SP:Iteration 3F (5546.112495 sec): 3 clusters Score: Raw -359250.444487 + Penalty 2582.650708 = -356667.793779 nChanged 126 SP:Iteration 4Q (5546.149190 sec): 3 clusters Score: Raw -359343.907077 + Penalty 2582.650708 = -356761.256369 nChanged 113 SP:Iteration 5Q (5546.183000 sec): 3 clusters Score: Raw -359435.608181 + Penalty 2582.650708 = -356852.957473 nChanged 96 SP:Iteration 6Q (5546.219927 sec): 3 clusters Score: Raw -359519.865605 + Penalty 2582.650708 = -356937.214897 nChanged 97 SP:Iteration 7Q (5546.257454 sec): 3 clusters Score: Raw -359631.235108 + Penalty 2582.650708 = -357048.584400 nChanged 108 SP:Iteration 8Q (5546.294171 sec): 3 clusters Score: Raw -359753.870500 + Penalty 2582.650708 = -357171.219792 nChanged 96 SP:Iteration 9Q (5546.326695 sec): 3 clusters Score: Raw -359841.397196 + Penalty 2582.650708 = -357258.746488 nChanged 103 SP:Iteration 10Q (5546.363194 sec): 3 clusters Score: Raw -359911.593165 + Penalty 2582.650708 = -357328.942457 nChanged 79 SP:Iteration 11Q (5546.398156 sec): 3 clusters Score: Raw -359960.499787 + Penalty 2582.650708 = -357377.849079 nChanged 58 SP:Iteration 12Q (5546.434634 sec): 3 clusters Score: Raw -359992.503400 + Penalty 2582.650708 = -357409.852692 nChanged 35 SP:Iteration 13Q (5546.470734 sec): 3 clusters Score: Raw -360011.028210 + Penalty 2582.650708 = -357428.377502 nChanged 42 SP:Iteration 14Q (5546.507123 sec): 3 clusters Score: Raw -360034.068184 + Penalty 2582.650708 = -357451.417475 nChanged 37 SP:Iteration 15Q (5546.544191 sec): 3 clusters Score: Raw -360055.729828 + Penalty 2582.650708 = -357473.079120 nChanged 26 SP:Iteration 16Q (5546.580589 sec): 3 clusters Score: Raw -360070.468359 + Penalty 2582.650708 = -357487.817651 nChanged 25 SP:Iteration 17Q (5546.614717 sec): 3 clusters Score: Raw -360083.342365 + Penalty 2582.650708 = -357500.691656 nChanged 28 SP:Iteration 18Q (5546.651171 sec): 3 clusters Score: Raw -360099.822650 + Penalty 2582.650708 = -357517.171942 nChanged 20 SP:Iteration 19Q (5546.688067 sec): 3 clusters Score: Raw -360108.421175 + Penalty 2582.650708 = -357525.770467 nChanged 10 SP:Iteration 20F (5546.737495 sec): 3 clusters Score: Raw -360114.128311 + Penalty 2582.650708 = -357531.477602 nChanged 14 SP:Iteration 21Q (5546.788046 sec): 3 clusters Score: Raw -360119.984235 + Penalty 2582.650708 = -357537.333527 nChanged 9 SP:Iteration 22Q (5546.835260 sec): 3 clusters Score: Raw -360122.965796 + Penalty 2582.650708 = -357540.315088 nChanged 9 SP:Iteration 23Q (5546.872422 sec): 3 clusters Score: Raw -360126.042875 + Penalty 2582.650708 = -357543.392167 nChanged 10 SP:Iteration 24Q (5546.912769 sec): 3 clusters Score: Raw -360129.835639 + Penalty 2582.650708 = -357547.184930 nChanged 7 SP:Iteration 25Q (5546.950725 sec): 3 clusters Score: Raw -360133.071591 + Penalty 2582.650708 = -357550.420882 nChanged 2 SP:Iteration 26Q (5547.000021 sec): 3 clusters Score: Raw -360134.091502 + Penalty 2582.650708 = -357551.440794 nChanged 4 SP:Iteration 27Q (5547.053153 sec): 3 clusters Score: Raw -360135.261723 + Penalty 2582.650708 = -357552.611015 nChanged 1 SP:Iteration 28Q (5547.102091 sec): 3 clusters Score: Raw -360135.362800 + Penalty 2582.650708 = -357552.712092 nChanged 0 SP:Iteration 29F (5547.136240 sec): 3 clusters Score: Raw -360135.362800 + Penalty 2582.650708 = -357552.712092 nChanged 0 Trying to split cluster 3 (12171 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5547.178011 sec): 2 clusters Score: Raw -1602722.550153 + Penalty 1528.606845 = -1601193.943308 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5547.234757 sec): 3 clusters Score: Raw -1595713.144639 + Penalty 3057.213689 = -1592655.930950 nChanged 5287 SP:Iteration 1F (5547.299193 sec): 3 clusters Score: Raw -1598595.765297 + Penalty 3057.213689 = -1595538.551607 nChanged 641 SP:Iteration 2F (5547.356014 sec): 3 clusters Score: Raw -1598840.784647 + Penalty 3057.213689 = -1595783.570958 nChanged 541 SP:Iteration 3Q (5547.425813 sec): 3 clusters Score: Raw -1599050.569330 + Penalty 3057.213689 = -1595993.355641 nChanged 522 SP:Iteration 4Q (5547.488665 sec): 3 clusters Score: Raw -1599271.759371 + Penalty 3057.213689 = -1596214.545681 nChanged 525 SP:Iteration 5Q (5547.560232 sec): 3 clusters Score: Raw -1599516.756166 + Penalty 3057.213689 = -1596459.542477 nChanged 532 SP:Iteration 6Q (5547.614072 sec): 3 clusters Score: Raw -1599779.562728 + Penalty 3057.213689 = -1596722.349039 nChanged 570 SP:Iteration 7Q (5547.689096 sec): 3 clusters Score: Raw -1600108.790942 + Penalty 3057.213689 = -1597051.577253 nChanged 589 SP:Iteration 8Q (5547.747893 sec): 3 clusters Score: Raw -1600465.507465 + Penalty 3057.213689 = -1597408.293776 nChanged 578 SP:Iteration 9Q (5547.815529 sec): 3 clusters Score: Raw -1600849.369165 + Penalty 3057.213689 = -1597792.155476 nChanged 555 SP:Iteration 10Q (5547.883347 sec): 3 clusters Score: Raw -1601251.163264 + Penalty 3057.213689 = -1598193.949575 nChanged 516 SP:Iteration 11Q (5547.951350 sec): 3 clusters Score: Raw -1601618.919696 + Penalty 3057.213689 = -1598561.706007 nChanged 440 SP:Iteration 12Q (5548.010746 sec): 3 clusters Score: Raw -1601934.817394 + Penalty 3057.213689 = -1598877.603704 nChanged 355 SP:Iteration 13Q (5548.083990 sec): 3 clusters Score: Raw -1602190.787183 + Penalty 3057.213689 = -1599133.573493 nChanged 281 SP:Iteration 14Q (5548.138214 sec): 3 clusters Score: Raw -1602385.167345 + Penalty 3057.213689 = -1599327.953656 nChanged 207 SP:Iteration 15Q (5548.213048 sec): 3 clusters Score: Raw -1602537.150886 + Penalty 3057.213689 = -1599479.937196 nChanged 167 SP:Iteration 16Q (5548.271967 sec): 3 clusters Score: Raw -1602666.664786 + Penalty 3057.213689 = -1599609.451097 nChanged 117 SP:Iteration 17Q (5548.329766 sec): 3 clusters Score: Raw -1602752.891619 + Penalty 3057.213689 = -1599695.677929 nChanged 77 SP:Iteration 18Q (5548.404603 sec): 3 clusters Score: Raw -1602804.059006 + Penalty 3057.213689 = -1599746.845317 nChanged 56 SP:Iteration 19Q (5548.453942 sec): 3 clusters Score: Raw -1602836.345579 + Penalty 3057.213689 = -1599779.131889 nChanged 47 SP:Iteration 20F (5548.523390 sec): 3 clusters Score: Raw -1602875.420732 + Penalty 3057.213689 = -1599818.207043 nChanged 41 SP:Iteration 21Q (5548.568610 sec): 3 clusters Score: Raw -1602907.305344 + Penalty 3057.213689 = -1599850.091655 nChanged 29 SP:Iteration 22Q (5548.629160 sec): 3 clusters Score: Raw -1602935.872347 + Penalty 3057.213689 = -1599878.658657 nChanged 19 SP:Iteration 23Q (5548.692977 sec): 3 clusters Score: Raw -1602950.311449 + Penalty 3057.213689 = -1599893.097760 nChanged 15 SP:Iteration 24Q (5548.752134 sec): 3 clusters Score: Raw -1602960.049673 + Penalty 3057.213689 = -1599902.835984 nChanged 9 SP:Iteration 25Q (5548.812937 sec): 3 clusters Score: Raw -1602965.186389 + Penalty 3057.213689 = -1599907.972700 nChanged 3 SP:Iteration 26Q (5548.873608 sec): 3 clusters Score: Raw -1602966.456379 + Penalty 3057.213689 = -1599909.242690 nChanged 2 SP:Iteration 27Q (5548.932085 sec): 3 clusters Score: Raw -1602967.703893 + Penalty 3057.213689 = -1599910.490204 nChanged 1 SP:Iteration 28Q (5548.991209 sec): 3 clusters Score: Raw -1602968.061789 + Penalty 3057.213689 = -1599910.848100 nChanged 1 SP:Iteration 29Q (5549.062540 sec): 3 clusters Score: Raw -1602968.643603 + Penalty 3057.213689 = -1599911.429914 nChanged 2 SP:Iteration 30Q (5549.123580 sec): 3 clusters Score: Raw -1602969.659770 + Penalty 3057.213689 = -1599912.446081 nChanged 2 SP:Iteration 31Q (5549.173709 sec): 3 clusters Score: Raw -1602972.111877 + Penalty 3057.213689 = -1599914.898187 nChanged 3 SP:Iteration 32Q (5549.231837 sec): 3 clusters Score: Raw -1602975.433727 + Penalty 3057.213689 = -1599918.220037 nChanged 1 SP:Iteration 33Q (5549.301950 sec): 3 clusters Score: Raw -1602975.798694 + Penalty 3057.213689 = -1599918.585005 nChanged 0 SP:Iteration 34F (5549.364786 sec): 3 clusters Score: Raw -1602975.798694 + Penalty 3057.213689 = -1599918.585005 nChanged 0 Trying to split cluster 4 (3664 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5549.392561 sec): 2 clusters Score: Raw -469006.894855 + Penalty 1333.525493 = -467673.369362 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5549.454634 sec): 3 clusters Score: Raw -467209.448518 + Penalty 2667.050986 = -464542.397532 nChanged 1404 SP:Iteration 1F (5549.504981 sec): 3 clusters Score: Raw -468106.114965 + Penalty 2667.050986 = -465439.063979 nChanged 343 SP:Iteration 2F (5549.557903 sec): 3 clusters Score: Raw -468352.379991 + Penalty 2667.050986 = -465685.329005 nChanged 239 SP:Iteration 3F (5549.602630 sec): 3 clusters Score: Raw -468544.806733 + Penalty 2667.050986 = -465877.755747 nChanged 196 SP:Iteration 4F (5549.650177 sec): 3 clusters Score: Raw -468680.717330 + Penalty 2667.050986 = -466013.666344 nChanged 155 SP:Iteration 5Q (5549.691909 sec): 3 clusters Score: Raw -468785.146964 + Penalty 2667.050986 = -466118.095978 nChanged 106 SP:Iteration 6Q (5549.746080 sec): 3 clusters Score: Raw -468847.356428 + Penalty 2667.050986 = -466180.305442 nChanged 89 SP:Iteration 7Q (5549.795982 sec): 3 clusters Score: Raw -468896.137841 + Penalty 2667.050986 = -466229.086855 nChanged 83 SP:Iteration 8Q (5549.850111 sec): 3 clusters Score: Raw -468935.916715 + Penalty 2667.050986 = -466268.865729 nChanged 57 SP:Iteration 9Q (5549.890411 sec): 3 clusters Score: Raw -468967.836561 + Penalty 2667.050986 = -466300.785576 nChanged 70 SP:Iteration 10Q (5549.942291 sec): 3 clusters Score: Raw -469016.703196 + Penalty 2667.050986 = -466349.652210 nChanged 81 SP:Iteration 11Q (5549.993236 sec): 3 clusters Score: Raw -469070.172959 + Penalty 2667.050986 = -466403.121973 nChanged 67 SP:Iteration 12Q (5550.047415 sec): 3 clusters Score: Raw -469119.272823 + Penalty 2667.050986 = -466452.221837 nChanged 70 SP:Iteration 13Q (5550.085529 sec): 3 clusters Score: Raw -469175.030852 + Penalty 2667.050986 = -466507.979867 nChanged 64 SP:Iteration 14Q (5550.124810 sec): 3 clusters Score: Raw -469238.532597 + Penalty 2667.050986 = -466571.481611 nChanged 67 SP:Iteration 15Q (5550.164013 sec): 3 clusters Score: Raw -469291.242780 + Penalty 2667.050986 = -466624.191794 nChanged 49 SP:Iteration 16Q (5550.202940 sec): 3 clusters Score: Raw -469318.141185 + Penalty 2667.050986 = -466651.090199 nChanged 49 SP:Iteration 17Q (5550.249949 sec): 3 clusters Score: Raw -469348.512436 + Penalty 2667.050986 = -466681.461450 nChanged 42 SP:Iteration 18Q (5550.302401 sec): 3 clusters Score: Raw -469377.256917 + Penalty 2667.050986 = -466710.205931 nChanged 32 SP:Iteration 19Q (5550.341674 sec): 3 clusters Score: Raw -469401.689330 + Penalty 2667.050986 = -466734.638344 nChanged 22 SP:Iteration 20F (5550.381034 sec): 3 clusters Score: Raw -469417.739945 + Penalty 2667.050986 = -466750.688960 nChanged 21 SP:Iteration 21Q (5550.412576 sec): 3 clusters Score: Raw -469432.803294 + Penalty 2667.050986 = -466765.752308 nChanged 23 SP:Iteration 22Q (5550.458077 sec): 3 clusters Score: Raw -469449.526997 + Penalty 2667.050986 = -466782.476011 nChanged 11 SP:Iteration 23Q (5550.500146 sec): 3 clusters Score: Raw -469454.664637 + Penalty 2667.050986 = -466787.613651 nChanged 15 SP:Iteration 24Q (5550.534922 sec): 3 clusters Score: Raw -469460.932630 + Penalty 2667.050986 = -466793.881644 nChanged 11 SP:Iteration 25Q (5550.573904 sec): 3 clusters Score: Raw -469465.195151 + Penalty 2667.050986 = -466798.144165 nChanged 4 SP:Iteration 26Q (5550.612839 sec): 3 clusters Score: Raw -469465.968622 + Penalty 2667.050986 = -466798.917636 nChanged 2 SP:Iteration 27Q (5550.651911 sec): 3 clusters Score: Raw -469466.513990 + Penalty 2667.050986 = -466799.463005 nChanged 1 SP:Iteration 28Q (5550.697431 sec): 3 clusters Score: Raw -469466.575908 + Penalty 2667.050986 = -466799.524922 nChanged 0 SP:Iteration 29F (5550.742148 sec): 3 clusters Score: Raw -469466.575908 + Penalty 2667.050986 = -466799.524922 nChanged 0 Trying to split cluster 5 (3692 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5550.769240 sec): 2 clusters Score: Raw -486552.113759 + Penalty 1334.762584 = -485217.351174 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5550.807039 sec): 3 clusters Score: Raw -484713.216013 + Penalty 2669.525169 = -482043.690844 nChanged 1460 SP:Iteration 1F (5550.867918 sec): 3 clusters Score: Raw -485504.433110 + Penalty 2669.525169 = -482834.907941 nChanged 274 SP:Iteration 2F (5550.909386 sec): 3 clusters Score: Raw -485649.342448 + Penalty 2669.525169 = -482979.817279 nChanged 189 SP:Iteration 3F (5550.959316 sec): 3 clusters Score: Raw -485748.065020 + Penalty 2669.525169 = -483078.539851 nChanged 152 SP:Iteration 4Q (5551.016901 sec): 3 clusters Score: Raw -485818.209334 + Penalty 2669.525169 = -483148.684166 nChanged 106 SP:Iteration 5Q (5551.064772 sec): 3 clusters Score: Raw -485866.513182 + Penalty 2669.525169 = -483196.988013 nChanged 92 SP:Iteration 6Q (5551.113872 sec): 3 clusters Score: Raw -485912.660484 + Penalty 2669.525169 = -483243.135315 nChanged 82 SP:Iteration 7Q (5551.160354 sec): 3 clusters Score: Raw -485950.584440 + Penalty 2669.525169 = -483281.059271 nChanged 64 SP:Iteration 8Q (5551.211709 sec): 3 clusters Score: Raw -485981.430577 + Penalty 2669.525169 = -483311.905408 nChanged 68 SP:Iteration 9Q (5551.248147 sec): 3 clusters Score: Raw -486019.913354 + Penalty 2669.525169 = -483350.388186 nChanged 79 SP:Iteration 10Q (5551.302307 sec): 3 clusters Score: Raw -486055.377940 + Penalty 2669.525169 = -483385.852771 nChanged 69 SP:Iteration 11Q (5551.343465 sec): 3 clusters Score: Raw -486093.375122 + Penalty 2669.525169 = -483423.849954 nChanged 65 SP:Iteration 12Q (5551.388513 sec): 3 clusters Score: Raw -486131.240257 + Penalty 2669.525169 = -483461.715088 nChanged 79 SP:Iteration 13Q (5551.437584 sec): 3 clusters Score: Raw -486176.261589 + Penalty 2669.525169 = -483506.736420 nChanged 86 SP:Iteration 14Q (5551.493279 sec): 3 clusters Score: Raw -486221.428280 + Penalty 2669.525169 = -483551.903112 nChanged 93 SP:Iteration 15Q (5551.543817 sec): 3 clusters Score: Raw -486278.093914 + Penalty 2669.525169 = -483608.568746 nChanged 97 SP:Iteration 16Q (5551.591976 sec): 3 clusters Score: Raw -486342.515449 + Penalty 2669.525169 = -483672.990280 nChanged 96 SP:Iteration 17Q (5551.633357 sec): 3 clusters Score: Raw -486402.883512 + Penalty 2669.525169 = -483733.358344 nChanged 90 SP:Iteration 18Q (5551.670391 sec): 3 clusters Score: Raw -486458.333986 + Penalty 2669.525169 = -483788.808817 nChanged 83 SP:Iteration 19Q (5551.722099 sec): 3 clusters Score: Raw -486504.675779 + Penalty 2669.525169 = -483835.150610 nChanged 82 SP:Iteration 20F (5551.767880 sec): 3 clusters Score: Raw -486549.379571 + Penalty 2669.525169 = -483879.854402 nChanged 69 SP:Iteration 21Q (5551.833440 sec): 3 clusters Score: Raw -486583.551455 + Penalty 2669.525169 = -483914.026286 nChanged 63 SP:Iteration 22Q (5551.881671 sec): 3 clusters Score: Raw -486612.405988 + Penalty 2669.525169 = -483942.880820 nChanged 51 SP:Iteration 23Q (5551.926006 sec): 3 clusters Score: Raw -486638.860419 + Penalty 2669.525169 = -483969.335250 nChanged 55 SP:Iteration 24Q (5551.987667 sec): 3 clusters Score: Raw -486670.093191 + Penalty 2669.525169 = -484000.568022 nChanged 55 SP:Iteration 25Q (5552.038028 sec): 3 clusters Score: Raw -486698.147063 + Penalty 2669.525169 = -484028.621895 nChanged 54 SP:Iteration 26Q (5552.090818 sec): 3 clusters Score: Raw -486720.318967 + Penalty 2669.525169 = -484050.793798 nChanged 39 SP:Iteration 27Q (5552.139176 sec): 3 clusters Score: Raw -486739.714503 + Penalty 2669.525169 = -484070.189335 nChanged 40 SP:Iteration 28Q (5552.188309 sec): 3 clusters Score: Raw -486755.144496 + Penalty 2669.525169 = -484085.619328 nChanged 23 SP:Iteration 29Q (5552.240788 sec): 3 clusters Score: Raw -486763.142759 + Penalty 2669.525169 = -484093.617591 nChanged 21 SP:Iteration 30Q (5552.288684 sec): 3 clusters Score: Raw -486772.425074 + Penalty 2669.525169 = -484102.899905 nChanged 20 SP:Iteration 31Q (5552.339291 sec): 3 clusters Score: Raw -486782.828413 + Penalty 2669.525169 = -484113.303245 nChanged 17 SP:Iteration 32Q (5552.390746 sec): 3 clusters Score: Raw -486791.232031 + Penalty 2669.525169 = -484121.706862 nChanged 24 SP:Iteration 33Q (5552.433113 sec): 3 clusters Score: Raw -486802.618335 + Penalty 2669.525169 = -484133.093167 nChanged 27 SP:Iteration 34Q (5552.495680 sec): 3 clusters Score: Raw -486812.230028 + Penalty 2669.525169 = -484142.704860 nChanged 21 SP:Iteration 35Q (5552.547728 sec): 3 clusters Score: Raw -486818.508406 + Penalty 2669.525169 = -484148.983238 nChanged 17 SP:Iteration 36Q (5552.595551 sec): 3 clusters Score: Raw -486823.359347 + Penalty 2669.525169 = -484153.834178 nChanged 17 SP:Iteration 37Q (5552.637949 sec): 3 clusters Score: Raw -486828.674514 + Penalty 2669.525169 = -484159.149345 nChanged 18 SP:Iteration 38Q (5552.675539 sec): 3 clusters Score: Raw -486834.961040 + Penalty 2669.525169 = -484165.435871 nChanged 12 SP:Iteration 39Q (5552.732205 sec): 3 clusters Score: Raw -486839.212884 + Penalty 2669.525169 = -484169.687715 nChanged 10 SP:Iteration 40F (5552.771276 sec): 3 clusters Score: Raw -486841.634353 + Penalty 2669.525169 = -484172.109184 nChanged 5 SP:Iteration 41Q (5552.813666 sec): 3 clusters Score: Raw -486842.809188 + Penalty 2669.525169 = -484173.284019 nChanged 3 SP:Iteration 42Q (5552.851860 sec): 3 clusters Score: Raw -486843.349025 + Penalty 2669.525169 = -484173.823856 nChanged 3 SP:Iteration 43Q (5552.889841 sec): 3 clusters Score: Raw -486843.917757 + Penalty 2669.525169 = -484174.392589 nChanged 1 SP:Iteration 44Q (5552.941835 sec): 3 clusters Score: Raw -486844.076250 + Penalty 2669.525169 = -484174.551082 nChanged 1 SP:Iteration 45Q (5552.978220 sec): 3 clusters Score: Raw -486844.225339 + Penalty 2669.525169 = -484174.700171 nChanged 1 SP:Iteration 46Q (5553.038367 sec): 3 clusters Score: Raw -486844.558568 + Penalty 2669.525169 = -484175.033400 nChanged 3 SP:Iteration 47Q (5553.085559 sec): 3 clusters Score: Raw -486845.593486 + Penalty 2669.525169 = -484176.068318 nChanged 3 SP:Iteration 48Q (5553.140231 sec): 3 clusters Score: Raw -486846.861857 + Penalty 2669.525169 = -484177.336689 nChanged 2 SP:Iteration 49Q (5553.183207 sec): 3 clusters Score: Raw -486847.595612 + Penalty 2669.525169 = -484178.070443 nChanged 5 SP:Iteration 50Q (5553.245268 sec): 3 clusters Score: Raw -486849.262021 + Penalty 2669.525169 = -484179.736852 nChanged 7 SP:Iteration 51Q (5553.302852 sec): 3 clusters Score: Raw -486852.097917 + Penalty 2669.525169 = -484182.572749 nChanged 10 SP:Iteration 52Q (5553.342521 sec): 3 clusters Score: Raw -486855.033753 + Penalty 2669.525169 = -484185.508585 nChanged 11 SP:Iteration 53Q (5553.384227 sec): 3 clusters Score: Raw -486858.429794 + Penalty 2669.525169 = -484188.904625 nChanged 10 SP:Iteration 54Q (5553.436346 sec): 3 clusters Score: Raw -486861.673691 + Penalty 2669.525169 = -484192.148522 nChanged 7 SP:Iteration 55Q (5553.493134 sec): 3 clusters Score: Raw -486864.004997 + Penalty 2669.525169 = -484194.479829 nChanged 6 SP:Iteration 56Q (5553.547126 sec): 3 clusters Score: Raw -486865.406456 + Penalty 2669.525169 = -484195.881288 nChanged 4 SP:Iteration 57Q (5553.599021 sec): 3 clusters Score: Raw -486867.352394 + Penalty 2669.525169 = -484197.827226 nChanged 10 SP:Iteration 58Q (5553.656692 sec): 3 clusters Score: Raw -486870.298910 + Penalty 2669.525169 = -484200.773742 nChanged 9 SP:Iteration 59Q (5553.706172 sec): 3 clusters Score: Raw -486874.250545 + Penalty 2669.525169 = -484204.725377 nChanged 12 SP:Iteration 60F (5553.750141 sec): 3 clusters Score: Raw -486878.097461 + Penalty 2669.525169 = -484208.572293 nChanged 15 SP:Iteration 61Q (5553.796633 sec): 3 clusters Score: Raw -486883.969430 + Penalty 2669.525169 = -484214.444262 nChanged 14 SP:Iteration 62Q (5553.858620 sec): 3 clusters Score: Raw -486887.072134 + Penalty 2669.525169 = -484217.546966 nChanged 7 SP:Iteration 63Q (5553.905122 sec): 3 clusters Score: Raw -486888.884893 + Penalty 2669.525169 = -484219.359725 nChanged 8 SP:Iteration 64Q (5553.961536 sec): 3 clusters Score: Raw -486890.151637 + Penalty 2669.525169 = -484220.626468 nChanged 3 SP:Iteration 65Q (5554.011973 sec): 3 clusters Score: Raw -486890.874432 + Penalty 2669.525169 = -484221.349263 nChanged 4 SP:Iteration 66Q (5554.055302 sec): 3 clusters Score: Raw -486891.798347 + Penalty 2669.525169 = -484222.273178 nChanged 5 SP:Iteration 67Q (5554.105870 sec): 3 clusters Score: Raw -486893.446742 + Penalty 2669.525169 = -484223.921573 nChanged 9 SP:Iteration 68Q (5554.150164 sec): 3 clusters Score: Raw -486896.368249 + Penalty 2669.525169 = -484226.843081 nChanged 5 SP:Iteration 69Q (5554.211536 sec): 3 clusters Score: Raw -486897.826760 + Penalty 2669.525169 = -484228.301591 nChanged 4 SP:Iteration 70Q (5554.249047 sec): 3 clusters Score: Raw -486898.710710 + Penalty 2669.525169 = -484229.185542 nChanged 5 SP:Iteration 71Q (5554.289532 sec): 3 clusters Score: Raw -486900.130594 + Penalty 2669.525169 = -484230.605426 nChanged 5 SP:Iteration 72Q (5554.332170 sec): 3 clusters Score: Raw -486901.611306 + Penalty 2669.525169 = -484232.086137 nChanged 8 SP:Iteration 73Q (5554.385066 sec): 3 clusters Score: Raw -486902.759868 + Penalty 2669.525169 = -484233.234700 nChanged 5 SP:Iteration 74Q (5554.420426 sec): 3 clusters Score: Raw -486903.779585 + Penalty 2669.525169 = -484234.254416 nChanged 1 SP:Iteration 75Q (5554.473869 sec): 3 clusters Score: Raw -486904.106767 + Penalty 2669.525169 = -484234.581599 nChanged 0 SP:Iteration 76F (5554.514943 sec): 3 clusters Score: Raw -486904.106767 + Penalty 2669.525169 = -484234.581599 nChanged 0 Trying to split cluster 6 (6295 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5554.549304 sec): 2 clusters Score: Raw -851684.069027 + Penalty 1421.470529 = -850262.598498 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5554.595971 sec): 3 clusters Score: Raw -848288.940549 + Penalty 2842.941058 = -845445.999491 nChanged 2564 SP:Iteration 1F (5554.650726 sec): 3 clusters Score: Raw -849597.739312 + Penalty 2842.941058 = -846754.798254 nChanged 444 SP:Iteration 2F (5554.711885 sec): 3 clusters Score: Raw -849837.388974 + Penalty 2842.941058 = -846994.447916 nChanged 340 SP:Iteration 3F (5554.759254 sec): 3 clusters Score: Raw -850020.948284 + Penalty 2842.941058 = -847178.007226 nChanged 302 SP:Iteration 4Q (5554.814254 sec): 3 clusters Score: Raw -850210.074868 + Penalty 2842.941058 = -847367.133811 nChanged 291 SP:Iteration 5Q (5554.858846 sec): 3 clusters Score: Raw -850383.325319 + Penalty 2842.941058 = -847540.384262 nChanged 288 SP:Iteration 6Q (5554.918868 sec): 3 clusters Score: Raw -850610.941588 + Penalty 2842.941058 = -847768.000530 nChanged 311 SP:Iteration 7Q (5554.967553 sec): 3 clusters Score: Raw -850865.335414 + Penalty 2842.941058 = -848022.394356 nChanged 332 SP:Iteration 8F (5555.017956 sec): 3 clusters Score: Raw -851098.651307 + Penalty 2842.941058 = -848255.710249 nChanged 286 SP:Iteration 9Q (5555.074286 sec): 3 clusters Score: Raw -851272.496559 + Penalty 2842.941058 = -848429.555501 nChanged 224 SP:Iteration 10Q (5555.122739 sec): 3 clusters Score: Raw -851391.848483 + Penalty 2842.941058 = -848548.907426 nChanged 164 SP:Iteration 11Q (5555.171358 sec): 3 clusters Score: Raw -851473.484882 + Penalty 2842.941058 = -848630.543824 nChanged 138 SP:Iteration 12Q (5555.235271 sec): 3 clusters Score: Raw -851530.490089 + Penalty 2842.941058 = -848687.549032 nChanged 135 SP:Iteration 13Q (5555.274915 sec): 3 clusters Score: Raw -851584.821520 + Penalty 2842.941058 = -848741.880462 nChanged 107 SP:Iteration 14Q (5555.322668 sec): 3 clusters Score: Raw -851627.445418 + Penalty 2842.941058 = -848784.504361 nChanged 81 SP:Iteration 15Q (5555.369159 sec): 3 clusters Score: Raw -851652.118691 + Penalty 2842.941058 = -848809.177634 nChanged 71 SP:Iteration 16Q (5555.412629 sec): 3 clusters Score: Raw -851675.009359 + Penalty 2842.941058 = -848832.068301 nChanged 65 SP:Iteration 17Q (5555.464352 sec): 3 clusters Score: Raw -851695.985269 + Penalty 2842.941058 = -848853.044211 nChanged 62 SP:Iteration 18Q (5555.519761 sec): 3 clusters Score: Raw -851711.118989 + Penalty 2842.941058 = -848868.177932 nChanged 35 SP:Iteration 19Q (5555.576301 sec): 3 clusters Score: Raw -851720.736523 + Penalty 2842.941058 = -848877.795466 nChanged 34 SP:Iteration 20F (5555.622175 sec): 3 clusters Score: Raw -851729.687045 + Penalty 2842.941058 = -848886.745987 nChanged 26 SP:Iteration 21Q (5555.676011 sec): 3 clusters Score: Raw -851735.095581 + Penalty 2842.941058 = -848892.154524 nChanged 19 SP:Iteration 22Q (5555.729751 sec): 3 clusters Score: Raw -851738.332986 + Penalty 2842.941058 = -848895.391929 nChanged 14 SP:Iteration 23Q (5555.761482 sec): 3 clusters Score: Raw -851741.696162 + Penalty 2842.941058 = -848898.755104 nChanged 19 SP:Iteration 24Q (5555.822151 sec): 3 clusters Score: Raw -851746.278414 + Penalty 2842.941058 = -848903.337356 nChanged 23 SP:Iteration 25Q (5555.866212 sec): 3 clusters Score: Raw -851751.084824 + Penalty 2842.941058 = -848908.143767 nChanged 16 SP:Iteration 26Q (5555.919675 sec): 3 clusters Score: Raw -851754.116423 + Penalty 2842.941058 = -848911.175365 nChanged 12 SP:Iteration 27Q (5555.975100 sec): 3 clusters Score: Raw -851756.439414 + Penalty 2842.941058 = -848913.498356 nChanged 9 SP:Iteration 28Q (5556.029808 sec): 3 clusters Score: Raw -851758.358734 + Penalty 2842.941058 = -848915.417676 nChanged 12 SP:Iteration 29Q (5556.090264 sec): 3 clusters Score: Raw -851761.025365 + Penalty 2842.941058 = -848918.084308 nChanged 10 SP:Iteration 30Q (5556.143827 sec): 3 clusters Score: Raw -851764.512562 + Penalty 2842.941058 = -848921.571504 nChanged 18 SP:Iteration 31Q (5556.200860 sec): 3 clusters Score: Raw -851768.655489 + Penalty 2842.941058 = -848925.714431 nChanged 17 SP:Iteration 32Q (5556.251124 sec): 3 clusters Score: Raw -851772.717538 + Penalty 2842.941058 = -848929.776481 nChanged 21 SP:Iteration 33Q (5556.309329 sec): 3 clusters Score: Raw -851777.042350 + Penalty 2842.941058 = -848934.101292 nChanged 15 SP:Iteration 34Q (5556.379499 sec): 3 clusters Score: Raw -851780.209197 + Penalty 2842.941058 = -848937.268139 nChanged 15 SP:Iteration 35Q (5556.436267 sec): 3 clusters Score: Raw -851783.203671 + Penalty 2842.941058 = -848940.262614 nChanged 14 SP:Iteration 36Q (5556.493764 sec): 3 clusters Score: Raw -851786.352602 + Penalty 2842.941058 = -848943.411544 nChanged 15 SP:Iteration 37Q (5556.551244 sec): 3 clusters Score: Raw -851790.230005 + Penalty 2842.941058 = -848947.288948 nChanged 14 SP:Iteration 38Q (5556.592227 sec): 3 clusters Score: Raw -851794.047261 + Penalty 2842.941058 = -848951.106203 nChanged 21 SP:Iteration 39Q (5556.637503 sec): 3 clusters Score: Raw -851799.421184 + Penalty 2842.941058 = -848956.480127 nChanged 19 SP:Iteration 40F (5556.704645 sec): 3 clusters Score: Raw -851803.263093 + Penalty 2842.941058 = -848960.322036 nChanged 15 SP:Iteration 41Q (5556.745496 sec): 3 clusters Score: Raw -851805.559550 + Penalty 2842.941058 = -848962.618492 nChanged 9 SP:Iteration 42Q (5556.800656 sec): 3 clusters Score: Raw -851806.935133 + Penalty 2842.941058 = -848963.994076 nChanged 8 SP:Iteration 43Q (5556.849986 sec): 3 clusters Score: Raw -851808.540659 + Penalty 2842.941058 = -848965.599601 nChanged 9 SP:Iteration 44Q (5556.902259 sec): 3 clusters Score: Raw -851810.472177 + Penalty 2842.941058 = -848967.531120 nChanged 10 SP:Iteration 45Q (5556.957040 sec): 3 clusters Score: Raw -851811.834884 + Penalty 2842.941058 = -848968.893826 nChanged 3 SP:Iteration 46Q (5557.024453 sec): 3 clusters Score: Raw -851812.090120 + Penalty 2842.941058 = -848969.149063 nChanged 0 SP:Iteration 47F (5557.069039 sec): 3 clusters Score: Raw -851812.090120 + Penalty 2842.941058 = -848969.149063 nChanged 0 Trying to split cluster 7 (1882 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5557.107701 sec): 2 clusters Score: Raw -227972.516806 + Penalty 1225.264677 = -226747.252129 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5557.155777 sec): 3 clusters Score: Raw -227204.327035 + Penalty 2450.529354 = -224753.797681 nChanged 670 SP:Iteration 1F (5557.196443 sec): 3 clusters Score: Raw -227698.334485 + Penalty 2450.529354 = -225247.805131 nChanged 161 SP:Iteration 2F (5557.243197 sec): 3 clusters Score: Raw -227854.788669 + Penalty 2450.529354 = -225404.259315 nChanged 115 SP:Iteration 3F (5557.292653 sec): 3 clusters Score: Raw -227992.335636 + Penalty 2450.529354 = -225541.806282 nChanged 110 SP:Iteration 4F (5557.330245 sec): 3 clusters Score: Raw -228108.668430 + Penalty 2450.529354 = -225658.139076 nChanged 81 SP:Iteration 5Q (5557.367924 sec): 3 clusters Score: Raw -228188.894545 + Penalty 2450.529354 = -225738.365191 nChanged 65 SP:Iteration 6Q (5557.411526 sec): 3 clusters Score: Raw -228259.939531 + Penalty 2450.529354 = -225809.410177 nChanged 65 SP:Iteration 7Q (5557.456085 sec): 3 clusters Score: Raw -228336.556951 + Penalty 2450.529354 = -225886.027597 nChanged 62 SP:Iteration 8Q (5557.505365 sec): 3 clusters Score: Raw -228405.168537 + Penalty 2450.529354 = -225954.639183 nChanged 54 SP:Iteration 9Q (5557.555314 sec): 3 clusters Score: Raw -228455.851260 + Penalty 2450.529354 = -226005.321906 nChanged 32 SP:Iteration 10Q (5557.595293 sec): 3 clusters Score: Raw -228480.036990 + Penalty 2450.529354 = -226029.507636 nChanged 24 SP:Iteration 11Q (5557.639336 sec): 3 clusters Score: Raw -228496.988553 + Penalty 2450.529354 = -226046.459199 nChanged 16 SP:Iteration 12Q (5557.684831 sec): 3 clusters Score: Raw -228507.039751 + Penalty 2450.529354 = -226056.510397 nChanged 11 SP:Iteration 13Q (5557.733106 sec): 3 clusters Score: Raw -228515.150425 + Penalty 2450.529354 = -226064.621071 nChanged 8 SP:Iteration 14Q (5557.773101 sec): 3 clusters Score: Raw -228520.572865 + Penalty 2450.529354 = -226070.043511 nChanged 8 SP:Iteration 15Q (5557.813858 sec): 3 clusters Score: Raw -228524.459621 + Penalty 2450.529354 = -226073.930267 nChanged 2 SP:Iteration 16Q (5557.866110 sec): 3 clusters Score: Raw -228525.700540 + Penalty 2450.529354 = -226075.171186 nChanged 4 SP:Iteration 17Q (5557.900033 sec): 3 clusters Score: Raw -228528.202427 + Penalty 2450.529354 = -226077.673073 nChanged 2 SP:Iteration 18Q (5557.944127 sec): 3 clusters Score: Raw -228529.161983 + Penalty 2450.529354 = -226078.632629 nChanged 2 SP:Iteration 19Q (5557.977953 sec): 3 clusters Score: Raw -228529.763395 + Penalty 2450.529354 = -226079.234041 nChanged 1 SP:Iteration 20F (5558.027454 sec): 3 clusters Score: Raw -228532.164598 + Penalty 2450.529354 = -226081.635244 nChanged 2 SP:Iteration 21Q (5558.057730 sec): 3 clusters Score: Raw -228535.139326 + Penalty 2450.529354 = -226084.609972 nChanged 1 SP:Iteration 22Q (5558.103912 sec): 3 clusters Score: Raw -228535.392327 + Penalty 2450.529354 = -226084.862973 nChanged 0 SP:Iteration 23F (5558.156457 sec): 3 clusters Score: Raw -228535.392327 + Penalty 2450.529354 = -226084.862973 nChanged 0 Trying to split cluster 8 (30305 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5558.217504 sec): 2 clusters Score: Raw -3941604.042115 + Penalty 1676.848549 = -3939927.193565 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5558.306900 sec): 3 clusters Score: Raw -3922750.848463 + Penalty 3353.697098 = -3919397.151365 nChanged 14039 SP:Iteration 1F (5558.405337 sec): 3 clusters Score: Raw -3930598.399229 + Penalty 3353.697098 = -3927244.702131 nChanged 1379 SP:Iteration 2Q (5558.496244 sec): 3 clusters Score: Raw -3931033.116193 + Penalty 3353.697098 = -3927679.419095 nChanged 1308 SP:Iteration 3Q (5558.586275 sec): 3 clusters Score: Raw -3931497.214047 + Penalty 3353.697098 = -3928143.516949 nChanged 1328 SP:Iteration 4Q (5558.688742 sec): 3 clusters Score: Raw -3932012.391780 + Penalty 3353.697098 = -3928658.694682 nChanged 1344 SP:Iteration 5Q (5558.780682 sec): 3 clusters Score: Raw -3932592.888479 + Penalty 3353.697098 = -3929239.191381 nChanged 1438 SP:Iteration 6Q (5558.869392 sec): 3 clusters Score: Raw -3933317.854289 + Penalty 3353.697098 = -3929964.157191 nChanged 1583 SP:Iteration 7F (5558.952298 sec): 3 clusters Score: Raw -3934264.767231 + Penalty 3353.697098 = -3930911.070133 nChanged 1745 SP:Iteration 8F (5559.051241 sec): 3 clusters Score: Raw -3935454.869989 + Penalty 3353.697098 = -3932101.172890 nChanged 1775 SP:Iteration 9F (5559.143006 sec): 3 clusters Score: Raw -3936661.931847 + Penalty 3353.697098 = -3933308.234748 nChanged 1604 SP:Iteration 10F (5559.225519 sec): 3 clusters Score: Raw -3937571.321881 + Penalty 3353.697098 = -3934217.624782 nChanged 1155 SP:Iteration 11Q (5559.308472 sec): 3 clusters Score: Raw -3938005.394932 + Penalty 3353.697098 = -3934651.697834 nChanged 763 SP:Iteration 12Q (5559.408814 sec): 3 clusters Score: Raw -3938226.795576 + Penalty 3353.697098 = -3934873.098477 nChanged 518 SP:Iteration 13Q (5559.500664 sec): 3 clusters Score: Raw -3938365.346548 + Penalty 3353.697098 = -3935011.649450 nChanged 432 SP:Iteration 14Q (5559.588649 sec): 3 clusters Score: Raw -3938494.642623 + Penalty 3353.697098 = -3935140.945525 nChanged 464 SP:Iteration 15Q (5559.679172 sec): 3 clusters Score: Raw -3938634.252942 + Penalty 3353.697098 = -3935280.555844 nChanged 447 SP:Iteration 16Q (5559.772574 sec): 3 clusters Score: Raw -3938776.883154 + Penalty 3353.697098 = -3935423.186056 nChanged 461 SP:Iteration 17Q (5559.867854 sec): 3 clusters Score: Raw -3938932.254997 + Penalty 3353.697098 = -3935578.557899 nChanged 477 SP:Iteration 18Q (5559.957956 sec): 3 clusters Score: Raw -3939104.516251 + Penalty 3353.697098 = -3935750.819153 nChanged 491 SP:Iteration 19Q (5560.048471 sec): 3 clusters Score: Raw -3939285.904666 + Penalty 3353.697098 = -3935932.207568 nChanged 505 SP:Iteration 20F (5560.129977 sec): 3 clusters Score: Raw -3939492.212901 + Penalty 3353.697098 = -3936138.515803 nChanged 532 SP:Iteration 21Q (5560.226894 sec): 3 clusters Score: Raw -3939744.250710 + Penalty 3353.697098 = -3936390.553612 nChanged 573 SP:Iteration 22Q (5560.313276 sec): 3 clusters Score: Raw -3940043.517824 + Penalty 3353.697098 = -3936689.820726 nChanged 576 SP:Iteration 23Q (5560.398361 sec): 3 clusters Score: Raw -3940357.893020 + Penalty 3353.697098 = -3937004.195922 nChanged 555 SP:Iteration 24Q (5560.492030 sec): 3 clusters Score: Raw -3940658.837199 + Penalty 3353.697098 = -3937305.140101 nChanged 514 SP:Iteration 25Q (5560.581367 sec): 3 clusters Score: Raw -3940945.231837 + Penalty 3353.697098 = -3937591.534739 nChanged 453 SP:Iteration 26Q (5560.667255 sec): 3 clusters Score: Raw -3941163.691808 + Penalty 3353.697098 = -3937809.994710 nChanged 389 SP:Iteration 27Q (5560.757853 sec): 3 clusters Score: Raw -3941339.063241 + Penalty 3353.697098 = -3937985.366142 nChanged 335 SP:Iteration 28Q (5560.848910 sec): 3 clusters Score: Raw -3941466.260197 + Penalty 3353.697098 = -3938112.563098 nChanged 306 SP:Iteration 29Q (5560.940927 sec): 3 clusters Score: Raw -3941576.567731 + Penalty 3353.697098 = -3938222.870633 nChanged 281 SP:Iteration 30Q (5561.039025 sec): 3 clusters Score: Raw -3941671.692140 + Penalty 3353.697098 = -3938317.995041 nChanged 218 SP:Iteration 31Q (5561.130617 sec): 3 clusters Score: Raw -3941736.547676 + Penalty 3353.697098 = -3938382.850577 nChanged 180 SP:Iteration 32Q (5561.204668 sec): 3 clusters Score: Raw -3941782.496442 + Penalty 3353.697098 = -3938428.799343 nChanged 151 SP:Iteration 33Q (5561.298434 sec): 3 clusters Score: Raw -3941817.773180 + Penalty 3353.697098 = -3938464.076082 nChanged 170 SP:Iteration 34Q (5561.390580 sec): 3 clusters Score: Raw -3941858.298097 + Penalty 3353.697098 = -3938504.600999 nChanged 145 SP:Iteration 35Q (5561.472905 sec): 3 clusters Score: Raw -3941893.306057 + Penalty 3353.697098 = -3938539.608959 nChanged 136 SP:Iteration 36Q (5561.567171 sec): 3 clusters Score: Raw -3941920.807512 + Penalty 3353.697098 = -3938567.110414 nChanged 118 SP:Iteration 37Q (5561.648773 sec): 3 clusters Score: Raw -3941945.219733 + Penalty 3353.697098 = -3938591.522635 nChanged 102 SP:Iteration 38Q (5561.730709 sec): 3 clusters Score: Raw -3941963.357095 + Penalty 3353.697098 = -3938609.659996 nChanged 78 SP:Iteration 39Q (5561.818346 sec): 3 clusters Score: Raw -3941975.375795 + Penalty 3353.697098 = -3938621.678697 nChanged 63 SP:Iteration 40F (5561.902506 sec): 3 clusters Score: Raw -3941988.433107 + Penalty 3353.697098 = -3938634.736009 nChanged 60 SP:Iteration 41Q (5561.982411 sec): 3 clusters Score: Raw -3941996.880723 + Penalty 3353.697098 = -3938643.183624 nChanged 50 SP:Iteration 42Q (5562.066267 sec): 3 clusters Score: Raw -3942003.457330 + Penalty 3353.697098 = -3938649.760232 nChanged 49 SP:Iteration 43Q (5562.153361 sec): 3 clusters Score: Raw -3942010.980431 + Penalty 3353.697098 = -3938657.283333 nChanged 38 SP:Iteration 44Q (5562.232110 sec): 3 clusters Score: Raw -3942016.901885 + Penalty 3353.697098 = -3938663.204787 nChanged 43 SP:Iteration 45Q (5562.312505 sec): 3 clusters Score: Raw -3942023.405202 + Penalty 3353.697098 = -3938669.708104 nChanged 46 SP:Iteration 46Q (5562.398503 sec): 3 clusters Score: Raw -3942032.075493 + Penalty 3353.697098 = -3938678.378394 nChanged 41 SP:Iteration 47Q (5562.481521 sec): 3 clusters Score: Raw -3942038.003108 + Penalty 3353.697098 = -3938684.306010 nChanged 44 SP:Iteration 48Q (5562.561168 sec): 3 clusters Score: Raw -3942044.230060 + Penalty 3353.697098 = -3938690.532962 nChanged 37 SP:Iteration 49Q (5562.647731 sec): 3 clusters Score: Raw -3942049.340254 + Penalty 3353.697098 = -3938695.643156 nChanged 34 SP:Iteration 50Q (5562.735514 sec): 3 clusters Score: Raw -3942053.748406 + Penalty 3353.697098 = -3938700.051308 nChanged 39 SP:Iteration 51Q (5562.815828 sec): 3 clusters Score: Raw -3942058.195730 + Penalty 3353.697098 = -3938704.498632 nChanged 32 SP:Iteration 52Q (5562.895323 sec): 3 clusters Score: Raw -3942062.362131 + Penalty 3353.697098 = -3938708.665033 nChanged 29 SP:Iteration 53Q (5562.987059 sec): 3 clusters Score: Raw -3942066.534599 + Penalty 3353.697098 = -3938712.837500 nChanged 31 SP:Iteration 54Q (5563.080442 sec): 3 clusters Score: Raw -3942069.951168 + Penalty 3353.697098 = -3938716.254070 nChanged 20 SP:Iteration 55Q (5563.156090 sec): 3 clusters Score: Raw -3942072.122937 + Penalty 3353.697098 = -3938718.425839 nChanged 27 SP:Iteration 56Q (5563.237916 sec): 3 clusters Score: Raw -3942075.565103 + Penalty 3353.697098 = -3938721.868005 nChanged 23 SP:Iteration 57Q (5563.321938 sec): 3 clusters Score: Raw -3942078.288010 + Penalty 3353.697098 = -3938724.590912 nChanged 20 SP:Iteration 58Q (5563.406429 sec): 3 clusters Score: Raw -3942080.595615 + Penalty 3353.697098 = -3938726.898517 nChanged 23 SP:Iteration 59Q (5563.486130 sec): 3 clusters Score: Raw -3942082.814667 + Penalty 3353.697098 = -3938729.117569 nChanged 16 SP:Iteration 60F (5563.582955 sec): 3 clusters Score: Raw -3942084.853997 + Penalty 3353.697098 = -3938731.156899 nChanged 19 SP:Iteration 61Q (5563.661768 sec): 3 clusters Score: Raw -3942087.115087 + Penalty 3353.697098 = -3938733.417988 nChanged 20 SP:Iteration 62Q (5563.754935 sec): 3 clusters Score: Raw -3942089.713254 + Penalty 3353.697098 = -3938736.016156 nChanged 15 SP:Iteration 63Q (5563.839385 sec): 3 clusters Score: Raw -3942091.842989 + Penalty 3353.697098 = -3938738.145891 nChanged 17 SP:Iteration 64Q (5563.926497 sec): 3 clusters Score: Raw -3942093.755798 + Penalty 3353.697098 = -3938740.058700 nChanged 12 SP:Iteration 65Q (5564.001128 sec): 3 clusters Score: Raw -3942094.970700 + Penalty 3353.697098 = -3938741.273602 nChanged 11 SP:Iteration 66Q (5564.093505 sec): 3 clusters Score: Raw -3942095.901214 + Penalty 3353.697098 = -3938742.204115 nChanged 5 SP:Iteration 67Q (5564.184803 sec): 3 clusters Score: Raw -3942096.244550 + Penalty 3353.697098 = -3938742.547452 nChanged 1 SP:Iteration 68Q (5564.264472 sec): 3 clusters Score: Raw -3942096.315508 + Penalty 3353.697098 = -3938742.618410 nChanged 1 SP:Iteration 69Q (5564.351296 sec): 3 clusters Score: Raw -3942096.371121 + Penalty 3353.697098 = -3938742.674022 nChanged 4 SP:Iteration 70Q (5564.432721 sec): 3 clusters Score: Raw -3942096.724590 + Penalty 3353.697098 = -3938743.027492 nChanged 5 SP:Iteration 71Q (5564.517720 sec): 3 clusters Score: Raw -3942097.089026 + Penalty 3353.697098 = -3938743.391928 nChanged 5 SP:Iteration 72Q (5564.604502 sec): 3 clusters Score: Raw -3942097.411492 + Penalty 3353.697098 = -3938743.714394 nChanged 4 SP:Iteration 73Q (5564.682676 sec): 3 clusters Score: Raw -3942097.904552 + Penalty 3353.697098 = -3938744.207454 nChanged 6 SP:Iteration 74Q (5564.775427 sec): 3 clusters Score: Raw -3942098.297660 + Penalty 3353.697098 = -3938744.600562 nChanged 4 SP:Iteration 75Q (5564.847168 sec): 3 clusters Score: Raw -3942098.550830 + Penalty 3353.697098 = -3938744.853732 nChanged 5 SP:Iteration 76Q (5564.930010 sec): 3 clusters Score: Raw -3942099.033599 + Penalty 3353.697098 = -3938745.336501 nChanged 3 SP:Iteration 77Q (5565.019299 sec): 3 clusters Score: Raw -3942099.248684 + Penalty 3353.697098 = -3938745.551586 nChanged 3 SP:Iteration 78Q (5565.100826 sec): 3 clusters Score: Raw -3942099.474851 + Penalty 3353.697098 = -3938745.777753 nChanged 1 SP:Iteration 79Q (5565.178988 sec): 3 clusters Score: Raw -3942099.545550 + Penalty 3353.697098 = -3938745.848452 nChanged 0 SP:Iteration 80F (5565.266324 sec): 3 clusters Score: Raw -3942099.545550 + Penalty 3353.697098 = -3938745.848452 nChanged 0 Trying to split cluster 9 (11402 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5565.312118 sec): 2 clusters Score: Raw -1544704.493484 + Penalty 1518.000909 = -1543186.492575 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5565.373456 sec): 3 clusters Score: Raw -1538221.098319 + Penalty 3036.001819 = -1535185.096500 nChanged 4947 SP:Iteration 1F (5565.432222 sec): 3 clusters Score: Raw -1541011.390310 + Penalty 3036.001819 = -1537975.388492 nChanged 722 SP:Iteration 2F (5565.490131 sec): 3 clusters Score: Raw -1541407.092362 + Penalty 3036.001819 = -1538371.090544 nChanged 702 SP:Iteration 3F (5565.546579 sec): 3 clusters Score: Raw -1541857.669428 + Penalty 3036.001819 = -1538821.667609 nChanged 689 SP:Iteration 4F (5565.608688 sec): 3 clusters Score: Raw -1542309.943912 + Penalty 3036.001819 = -1539273.942093 nChanged 669 SP:Iteration 5F (5565.667371 sec): 3 clusters Score: Raw -1542753.884037 + Penalty 3036.001819 = -1539717.882219 nChanged 651 SP:Iteration 6F (5565.738014 sec): 3 clusters Score: Raw -1543200.932645 + Penalty 3036.001819 = -1540164.930827 nChanged 636 SP:Iteration 7F (5565.793383 sec): 3 clusters Score: Raw -1543623.663845 + Penalty 3036.001819 = -1540587.662026 nChanged 547 SP:Iteration 8Q (5565.859697 sec): 3 clusters Score: Raw -1543971.995710 + Penalty 3036.001819 = -1540935.993891 nChanged 440 SP:Iteration 9Q (5565.919531 sec): 3 clusters Score: Raw -1544198.745315 + Penalty 3036.001819 = -1541162.743497 nChanged 317 SP:Iteration 10Q (5565.985310 sec): 3 clusters Score: Raw -1544319.139315 + Penalty 3036.001819 = -1541283.137497 nChanged 218 SP:Iteration 11Q (5566.046122 sec): 3 clusters Score: Raw -1544385.224214 + Penalty 3036.001819 = -1541349.222395 nChanged 163 SP:Iteration 12Q (5566.108330 sec): 3 clusters Score: Raw -1544431.314272 + Penalty 3036.001819 = -1541395.312454 nChanged 130 SP:Iteration 13Q (5566.179846 sec): 3 clusters Score: Raw -1544463.592811 + Penalty 3036.001819 = -1541427.590993 nChanged 92 SP:Iteration 14Q (5566.237419 sec): 3 clusters Score: Raw -1544487.379613 + Penalty 3036.001819 = -1541451.377794 nChanged 88 SP:Iteration 15Q (5566.301576 sec): 3 clusters Score: Raw -1544510.466936 + Penalty 3036.001819 = -1541474.465117 nChanged 94 SP:Iteration 16Q (5566.371769 sec): 3 clusters Score: Raw -1544537.349278 + Penalty 3036.001819 = -1541501.347460 nChanged 114 SP:Iteration 17Q (5566.435760 sec): 3 clusters Score: Raw -1544567.012489 + Penalty 3036.001819 = -1541531.010670 nChanged 99 SP:Iteration 18Q (5566.503207 sec): 3 clusters Score: Raw -1544597.586718 + Penalty 3036.001819 = -1541561.584900 nChanged 127 SP:Iteration 19Q (5566.558137 sec): 3 clusters Score: Raw -1544641.056536 + Penalty 3036.001819 = -1541605.054717 nChanged 118 SP:Iteration 20F (5566.625405 sec): 3 clusters Score: Raw -1544679.375536 + Penalty 3036.001819 = -1541643.373717 nChanged 135 SP:Iteration 21Q (5566.686479 sec): 3 clusters Score: Raw -1544726.943138 + Penalty 3036.001819 = -1541690.941319 nChanged 151 SP:Iteration 22Q (5566.758177 sec): 3 clusters Score: Raw -1544779.101121 + Penalty 3036.001819 = -1541743.099302 nChanged 154 SP:Iteration 23Q (5566.817645 sec): 3 clusters Score: Raw -1544840.262945 + Penalty 3036.001819 = -1541804.261126 nChanged 158 SP:Iteration 24Q (5566.866650 sec): 3 clusters Score: Raw -1544912.271791 + Penalty 3036.001819 = -1541876.269972 nChanged 173 SP:Iteration 25Q (5566.937229 sec): 3 clusters Score: Raw -1544994.396536 + Penalty 3036.001819 = -1541958.394717 nChanged 175 SP:Iteration 26Q (5567.004819 sec): 3 clusters Score: Raw -1545069.034933 + Penalty 3036.001819 = -1542033.033114 nChanged 153 SP:Iteration 27Q (5567.071154 sec): 3 clusters Score: Raw -1545132.567811 + Penalty 3036.001819 = -1542096.565992 nChanged 127 SP:Iteration 28Q (5567.126553 sec): 3 clusters Score: Raw -1545185.319844 + Penalty 3036.001819 = -1542149.318025 nChanged 121 SP:Iteration 29Q (5567.187224 sec): 3 clusters Score: Raw -1545242.045853 + Penalty 3036.001819 = -1542206.044035 nChanged 117 SP:Iteration 30Q (5567.256434 sec): 3 clusters Score: Raw -1545300.584735 + Penalty 3036.001819 = -1542264.582917 nChanged 107 SP:Iteration 31Q (5567.309964 sec): 3 clusters Score: Raw -1545355.576760 + Penalty 3036.001819 = -1542319.574941 nChanged 112 SP:Iteration 32Q (5567.372314 sec): 3 clusters Score: Raw -1545404.885574 + Penalty 3036.001819 = -1542368.883755 nChanged 82 SP:Iteration 33Q (5567.431562 sec): 3 clusters Score: Raw -1545446.561155 + Penalty 3036.001819 = -1542410.559336 nChanged 87 SP:Iteration 34Q (5567.487494 sec): 3 clusters Score: Raw -1545492.376236 + Penalty 3036.001819 = -1542456.374417 nChanged 74 SP:Iteration 35Q (5567.532160 sec): 3 clusters Score: Raw -1545520.815099 + Penalty 3036.001819 = -1542484.813280 nChanged 55 SP:Iteration 36Q (5567.586425 sec): 3 clusters Score: Raw -1545539.879245 + Penalty 3036.001819 = -1542503.877427 nChanged 48 SP:Iteration 37Q (5567.639492 sec): 3 clusters Score: Raw -1545554.491166 + Penalty 3036.001819 = -1542518.489347 nChanged 28 SP:Iteration 38Q (5567.702956 sec): 3 clusters Score: Raw -1545561.785327 + Penalty 3036.001819 = -1542525.783508 nChanged 21 SP:Iteration 39Q (5567.779116 sec): 3 clusters Score: Raw -1545567.384610 + Penalty 3036.001819 = -1542531.382791 nChanged 15 SP:Iteration 40F (5567.841814 sec): 3 clusters Score: Raw -1545570.003124 + Penalty 3036.001819 = -1542534.001306 nChanged 13 SP:Iteration 41Q (5567.891688 sec): 3 clusters Score: Raw -1545572.636581 + Penalty 3036.001819 = -1542536.634762 nChanged 8 SP:Iteration 42Q (5567.966981 sec): 3 clusters Score: Raw -1545573.997124 + Penalty 3036.001819 = -1542537.995305 nChanged 3 SP:Iteration 43Q (5568.025651 sec): 3 clusters Score: Raw -1545574.357394 + Penalty 3036.001819 = -1542538.355575 nChanged 2 SP:Iteration 44Q (5568.090686 sec): 3 clusters Score: Raw -1545574.709546 + Penalty 3036.001819 = -1542538.707727 nChanged 1 SP:Iteration 45Q (5568.153071 sec): 3 clusters Score: Raw -1545574.808189 + Penalty 3036.001819 = -1542538.806370 nChanged 2 SP:Iteration 46Q (5568.213858 sec): 3 clusters Score: Raw -1545575.119648 + Penalty 3036.001819 = -1542539.117829 nChanged 1 SP:Iteration 47Q (5568.265496 sec): 3 clusters Score: Raw -1545575.209351 + Penalty 3036.001819 = -1542539.207533 nChanged 1 SP:Iteration 48Q (5568.329902 sec): 3 clusters Score: Raw -1545575.545561 + Penalty 3036.001819 = -1542539.543742 nChanged 1 SP:Iteration 49Q (5568.394259 sec): 3 clusters Score: Raw -1545575.658661 + Penalty 3036.001819 = -1542539.656843 nChanged 3 SP:Iteration 50Q (5568.456670 sec): 3 clusters Score: Raw -1545576.413126 + Penalty 3036.001819 = -1542540.411308 nChanged 5 SP:Iteration 51Q (5568.528532 sec): 3 clusters Score: Raw -1545577.749018 + Penalty 3036.001819 = -1542541.747199 nChanged 2 SP:Iteration 52Q (5568.597959 sec): 3 clusters Score: Raw -1545578.081772 + Penalty 3036.001819 = -1542542.079954 nChanged 2 SP:Iteration 53Q (5568.652438 sec): 3 clusters Score: Raw -1545578.634623 + Penalty 3036.001819 = -1542542.632804 nChanged 1 SP:Iteration 54Q (5568.715292 sec): 3 clusters Score: Raw -1545578.808761 + Penalty 3036.001819 = -1542542.806943 nChanged 1 SP:Iteration 55Q (5568.789949 sec): 3 clusters Score: Raw -1545578.988700 + Penalty 3036.001819 = -1542542.986881 nChanged 1 SP:Iteration 56Q (5568.850510 sec): 3 clusters Score: Raw -1545579.104163 + Penalty 3036.001819 = -1542543.102345 nChanged 0 SP:Iteration 57F (5568.921915 sec): 3 clusters Score: Raw -1545579.104163 + Penalty 3036.001819 = -1542543.102345 nChanged 0 Trying to split cluster 10 (2420 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5568.951795 sec): 2 clusters Score: Raw -298153.140116 + Penalty 1266.122458 = -296887.017657 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5569.004847 sec): 3 clusters Score: Raw -297073.956240 + Penalty 2532.244916 = -294541.711324 nChanged 886 SP:Iteration 1F (5569.050581 sec): 3 clusters Score: Raw -297643.011649 + Penalty 2532.244916 = -295110.766733 nChanged 217 SP:Iteration 2F (5569.098120 sec): 3 clusters Score: Raw -297831.208486 + Penalty 2532.244916 = -295298.963570 nChanged 159 SP:Iteration 3F (5569.145731 sec): 3 clusters Score: Raw -297951.866978 + Penalty 2532.244916 = -295419.622062 nChanged 113 SP:Iteration 4Q (5569.191139 sec): 3 clusters Score: Raw -298056.585403 + Penalty 2532.244916 = -295524.340487 nChanged 113 SP:Iteration 5Q (5569.238568 sec): 3 clusters Score: Raw -298168.795612 + Penalty 2532.244916 = -295636.550696 nChanged 105 SP:Iteration 6Q (5569.275482 sec): 3 clusters Score: Raw -298269.285821 + Penalty 2532.244916 = -295737.040905 nChanged 83 SP:Iteration 7Q (5569.331422 sec): 3 clusters Score: Raw -298346.134434 + Penalty 2532.244916 = -295813.889517 nChanged 76 SP:Iteration 8Q (5569.388687 sec): 3 clusters Score: Raw -298419.793783 + Penalty 2532.244916 = -295887.548867 nChanged 76 SP:Iteration 9Q (5569.429826 sec): 3 clusters Score: Raw -298486.861973 + Penalty 2532.244916 = -295954.617056 nChanged 63 SP:Iteration 10Q (5569.481457 sec): 3 clusters Score: Raw -298532.743857 + Penalty 2532.244916 = -296000.498940 nChanged 50 SP:Iteration 11Q (5569.531518 sec): 3 clusters Score: Raw -298570.689720 + Penalty 2532.244916 = -296038.444804 nChanged 52 SP:Iteration 12Q (5569.579441 sec): 3 clusters Score: Raw -298608.752982 + Penalty 2532.244916 = -296076.508065 nChanged 44 SP:Iteration 13Q (5569.627008 sec): 3 clusters Score: Raw -298640.112980 + Penalty 2532.244916 = -296107.868064 nChanged 37 SP:Iteration 14Q (5569.685764 sec): 3 clusters Score: Raw -298661.197079 + Penalty 2532.244916 = -296128.952163 nChanged 34 SP:Iteration 15Q (5569.720073 sec): 3 clusters Score: Raw -298681.984259 + Penalty 2532.244916 = -296149.739343 nChanged 35 SP:Iteration 16Q (5569.781032 sec): 3 clusters Score: Raw -298705.223231 + Penalty 2532.244916 = -296172.978315 nChanged 27 SP:Iteration 17Q (5569.834938 sec): 3 clusters Score: Raw -298721.114737 + Penalty 2532.244916 = -296188.869820 nChanged 27 SP:Iteration 18Q (5569.884748 sec): 3 clusters Score: Raw -298734.992432 + Penalty 2532.244916 = -296202.747516 nChanged 18 SP:Iteration 19Q (5569.930455 sec): 3 clusters Score: Raw -298745.442777 + Penalty 2532.244916 = -296213.197861 nChanged 20 SP:Iteration 20F (5569.987295 sec): 3 clusters Score: Raw -298758.561011 + Penalty 2532.244916 = -296226.316095 nChanged 18 SP:Iteration 21Q (5570.031117 sec): 3 clusters Score: Raw -298770.853710 + Penalty 2532.244916 = -296238.608794 nChanged 19 SP:Iteration 22Q (5570.095619 sec): 3 clusters Score: Raw -298785.395184 + Penalty 2532.244916 = -296253.150268 nChanged 12 SP:Iteration 23Q (5570.145704 sec): 3 clusters Score: Raw -298792.984697 + Penalty 2532.244916 = -296260.739780 nChanged 10 SP:Iteration 24Q (5570.180169 sec): 3 clusters Score: Raw -298798.841018 + Penalty 2532.244916 = -296266.596102 nChanged 12 SP:Iteration 25Q (5570.228995 sec): 3 clusters Score: Raw -298810.235957 + Penalty 2532.244916 = -296277.991040 nChanged 11 SP:Iteration 26Q (5570.287098 sec): 3 clusters Score: Raw -298820.439427 + Penalty 2532.244916 = -296288.194511 nChanged 19 SP:Iteration 27Q (5570.344960 sec): 3 clusters Score: Raw -298835.556058 + Penalty 2532.244916 = -296303.311142 nChanged 18 SP:Iteration 28Q (5570.395811 sec): 3 clusters Score: Raw -298844.402575 + Penalty 2532.244916 = -296312.157659 nChanged 17 SP:Iteration 29Q (5570.449317 sec): 3 clusters Score: Raw -298852.750498 + Penalty 2532.244916 = -296320.505582 nChanged 13 SP:Iteration 30Q (5570.495630 sec): 3 clusters Score: Raw -298858.373366 + Penalty 2532.244916 = -296326.128450 nChanged 14 SP:Iteration 31Q (5570.551916 sec): 3 clusters Score: Raw -298864.425963 + Penalty 2532.244916 = -296332.181047 nChanged 7 SP:Iteration 32Q (5570.600942 sec): 3 clusters Score: Raw -298867.606190 + Penalty 2532.244916 = -296335.361274 nChanged 8 SP:Iteration 33Q (5570.644354 sec): 3 clusters Score: Raw -298870.403208 + Penalty 2532.244916 = -296338.158292 nChanged 3 SP:Iteration 34Q (5570.692010 sec): 3 clusters Score: Raw -298871.350040 + Penalty 2532.244916 = -296339.105124 nChanged 3 SP:Iteration 35Q (5570.742903 sec): 3 clusters Score: Raw -298872.609314 + Penalty 2532.244916 = -296340.364398 nChanged 3 SP:Iteration 36Q (5570.786119 sec): 3 clusters Score: Raw -298873.452896 + Penalty 2532.244916 = -296341.207979 nChanged 0 SP:Iteration 37F (5570.833683 sec): 3 clusters Score: Raw -298873.452896 + Penalty 2532.244916 = -296341.207979 nChanged 0 Trying to split cluster 11 (211834 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5571.092081 sec): 2 clusters Score: Raw -28114110.885864 + Penalty 1992.828212 = -28112118.057652 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5571.493474 sec): 3 clusters Score: Raw -27973368.539666 + Penalty 3985.656424 = -27969382.883242 nChanged 103088 SP:Iteration 1F (5571.845074 sec): 3 clusters Score: Raw -28035695.202811 + Penalty 3985.656424 = -28031709.546387 nChanged 7611 SP:Iteration 2Q (5572.267636 sec): 3 clusters Score: Raw -28037920.879214 + Penalty 3985.656424 = -28033935.222790 nChanged 8828 SP:Iteration 3Q (5572.687970 sec): 3 clusters Score: Raw -28041087.935163 + Penalty 3985.656424 = -28037102.278739 nChanged 10257 SP:Iteration 4Q (5573.103590 sec): 3 clusters Score: Raw -28045532.996340 + Penalty 3985.656424 = -28041547.339916 nChanged 12041 SP:Iteration 5F (5573.483716 sec): 3 clusters Score: Raw -28052018.144322 + Penalty 3985.656424 = -28048032.487898 nChanged 13823 SP:Iteration 6F (5573.863764 sec): 3 clusters Score: Raw -28060922.233463 + Penalty 3985.656424 = -28056936.577038 nChanged 14217 SP:Iteration 7F (5574.223561 sec): 3 clusters Score: Raw -28071813.277465 + Penalty 3985.656424 = -28067827.621041 nChanged 13112 SP:Iteration 8F (5574.594184 sec): 3 clusters Score: Raw -28082688.067116 + Penalty 3985.656424 = -28078702.410692 nChanged 10508 SP:Iteration 9Q (5575.002269 sec): 3 clusters Score: Raw -28091248.251653 + Penalty 3985.656424 = -28087262.595229 nChanged 7872 SP:Iteration 10Q (5575.397029 sec): 3 clusters Score: Raw -28097004.000836 + Penalty 3985.656424 = -28093018.344412 nChanged 5852 SP:Iteration 11Q (5575.742864 sec): 3 clusters Score: Raw -28100859.891161 + Penalty 3985.656424 = -28096874.234737 nChanged 4731 SP:Iteration 12Q (5576.110373 sec): 3 clusters Score: Raw -28103850.743707 + Penalty 3985.656424 = -28099865.087283 nChanged 4147 SP:Iteration 13Q (5576.449551 sec): 3 clusters Score: Raw -28106512.333971 + Penalty 3985.656424 = -28102526.677547 nChanged 3575 SP:Iteration 14Q (5576.812571 sec): 3 clusters Score: Raw -28108838.028770 + Penalty 3985.656424 = -28104852.372346 nChanged 2994 SP:Iteration 15Q (5577.125538 sec): 3 clusters Score: Raw -28110785.604222 + Penalty 3985.656424 = -28106799.947797 nChanged 2469 SP:Iteration 16Q (5577.446500 sec): 3 clusters Score: Raw -28112369.531406 + Penalty 3985.656424 = -28108383.874981 nChanged 1906 SP:Iteration 17Q (5577.784214 sec): 3 clusters Score: Raw -28113552.617957 + Penalty 3985.656424 = -28109566.961533 nChanged 1446 SP:Iteration 18Q (5578.110252 sec): 3 clusters Score: Raw -28114389.693721 + Penalty 3985.656424 = -28110404.037297 nChanged 1146 SP:Iteration 19Q (5578.419619 sec): 3 clusters Score: Raw -28114984.684374 + Penalty 3985.656424 = -28110999.027950 nChanged 877 SP:Iteration 20F (5578.765794 sec): 3 clusters Score: Raw -28115378.260356 + Penalty 3985.656424 = -28111392.603932 nChanged 684 SP:Iteration 21Q (5579.051127 sec): 3 clusters Score: Raw -28115645.963776 + Penalty 3985.656424 = -28111660.307352 nChanged 536 SP:Iteration 22Q (5579.372941 sec): 3 clusters Score: Raw -28115832.754535 + Penalty 3985.656424 = -28111847.098111 nChanged 413 SP:Iteration 23Q (5579.681581 sec): 3 clusters Score: Raw -28115939.686852 + Penalty 3985.656424 = -28111954.030428 nChanged 285 SP:Iteration 24Q (5580.006754 sec): 3 clusters Score: Raw -28115992.319894 + Penalty 3985.656424 = -28112006.663470 nChanged 203 SP:Iteration 25Q (5580.321891 sec): 3 clusters Score: Raw -28116026.064982 + Penalty 3985.656424 = -28112040.408558 nChanged 179 SP:Iteration 26Q (5580.608523 sec): 3 clusters Score: Raw -28116052.456766 + Penalty 3985.656424 = -28112066.800342 nChanged 150 SP:Iteration 27Q (5580.898251 sec): 3 clusters Score: Raw -28116073.388098 + Penalty 3985.656424 = -28112087.731673 nChanged 110 SP:Iteration 28Q (5581.192468 sec): 3 clusters Score: Raw -28116089.327420 + Penalty 3985.656424 = -28112103.670996 nChanged 100 SP:Iteration 29Q (5581.526121 sec): 3 clusters Score: Raw -28116102.491996 + Penalty 3985.656424 = -28112116.835572 nChanged 79 SP:Iteration 30Q (5581.823075 sec): 3 clusters Score: Raw -28116111.990653 + Penalty 3985.656424 = -28112126.334228 nChanged 68 SP:Iteration 31Q (5582.154325 sec): 3 clusters Score: Raw -28116119.255268 + Penalty 3985.656424 = -28112133.598844 nChanged 62 SP:Iteration 32Q (5582.457949 sec): 3 clusters Score: Raw -28116126.683914 + Penalty 3985.656424 = -28112141.027490 nChanged 60 SP:Iteration 33Q (5582.778533 sec): 3 clusters Score: Raw -28116132.089621 + Penalty 3985.656424 = -28112146.433197 nChanged 44 SP:Iteration 34Q (5583.076074 sec): 3 clusters Score: Raw -28116135.277650 + Penalty 3985.656424 = -28112149.621226 nChanged 34 SP:Iteration 35Q (5583.363371 sec): 3 clusters Score: Raw -28116137.732321 + Penalty 3985.656424 = -28112152.075897 nChanged 28 SP:Iteration 36Q (5583.638511 sec): 3 clusters Score: Raw -28116139.427247 + Penalty 3985.656424 = -28112153.770822 nChanged 25 SP:Iteration 37Q (5583.958895 sec): 3 clusters Score: Raw -28116141.235259 + Penalty 3985.656424 = -28112155.578835 nChanged 24 SP:Iteration 38Q (5584.279708 sec): 3 clusters Score: Raw -28116143.124934 + Penalty 3985.656424 = -28112157.468510 nChanged 18 SP:Iteration 39Q (5584.591698 sec): 3 clusters Score: Raw -28116144.552094 + Penalty 3985.656424 = -28112158.895669 nChanged 23 SP:Iteration 40F (5584.942770 sec): 3 clusters Score: Raw -28116146.137358 + Penalty 3985.656424 = -28112160.480934 nChanged 30 SP:Iteration 41Q (5585.265616 sec): 3 clusters Score: Raw -28116148.502581 + Penalty 3985.656424 = -28112162.846156 nChanged 21 SP:Iteration 42Q (5585.583181 sec): 3 clusters Score: Raw -28116149.899735 + Penalty 3985.656424 = -28112164.243311 nChanged 17 SP:Iteration 43Q (5585.891868 sec): 3 clusters Score: Raw -28116150.844508 + Penalty 3985.656424 = -28112165.188084 nChanged 15 SP:Iteration 44Q (5586.187421 sec): 3 clusters Score: Raw -28116151.883156 + Penalty 3985.656424 = -28112166.226731 nChanged 13 SP:Iteration 45Q (5586.477605 sec): 3 clusters Score: Raw -28116152.810414 + Penalty 3985.656424 = -28112167.153990 nChanged 10 SP:Iteration 46Q (5586.796547 sec): 3 clusters Score: Raw -28116153.345711 + Penalty 3985.656424 = -28112167.689287 nChanged 9 SP:Iteration 47Q (5587.107895 sec): 3 clusters Score: Raw -28116153.977149 + Penalty 3985.656424 = -28112168.320724 nChanged 8 SP:Iteration 48Q (5587.431493 sec): 3 clusters Score: Raw -28116154.567378 + Penalty 3985.656424 = -28112168.910954 nChanged 5 SP:Iteration 49Q (5587.756036 sec): 3 clusters Score: Raw -28116154.764579 + Penalty 3985.656424 = -28112169.108155 nChanged 0 SP:Iteration 50F (5588.140288 sec): 3 clusters Score: Raw -28116154.764579 + Penalty 3985.656424 = -28112169.108155 nChanged 0 Score: Raw -99946240.198278 + Penalty 68289.204956 = -99877950.993322 Splitting cluster 11 changes total score from -99878109.983915 to -99877950.993322 So it's not getting split. Trying to split cluster 12 (8716 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5602.806645 sec): 2 clusters Score: Raw -1160915.396459 + Penalty 1474.348801 = -1159441.047658 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5602.855077 sec): 3 clusters Score: Raw -1156038.960933 + Penalty 2948.697601 = -1153090.263332 nChanged 3683 SP:Iteration 1F (5602.927536 sec): 3 clusters Score: Raw -1158079.551914 + Penalty 2948.697601 = -1155130.854313 nChanged 567 SP:Iteration 2F (5602.984601 sec): 3 clusters Score: Raw -1158337.463168 + Penalty 2948.697601 = -1155388.765567 nChanged 445 SP:Iteration 3F (5603.035841 sec): 3 clusters Score: Raw -1158514.018250 + Penalty 2948.697601 = -1155565.320649 nChanged 371 SP:Iteration 4Q (5603.099922 sec): 3 clusters Score: Raw -1158668.418850 + Penalty 2948.697601 = -1155719.721249 nChanged 356 SP:Iteration 5Q (5603.173096 sec): 3 clusters Score: Raw -1158825.595778 + Penalty 2948.697601 = -1155876.898176 nChanged 327 SP:Iteration 6Q (5603.237434 sec): 3 clusters Score: Raw -1158981.868767 + Penalty 2948.697601 = -1156033.171166 nChanged 299 SP:Iteration 7Q (5603.298964 sec): 3 clusters Score: Raw -1159127.894053 + Penalty 2948.697601 = -1156179.196452 nChanged 288 SP:Iteration 8Q (5603.350333 sec): 3 clusters Score: Raw -1159278.661187 + Penalty 2948.697601 = -1156329.963586 nChanged 296 SP:Iteration 9Q (5603.408106 sec): 3 clusters Score: Raw -1159436.252132 + Penalty 2948.697601 = -1156487.554531 nChanged 263 SP:Iteration 10Q (5603.472655 sec): 3 clusters Score: Raw -1159557.930601 + Penalty 2948.697601 = -1156609.233000 nChanged 258 SP:Iteration 11Q (5603.536479 sec): 3 clusters Score: Raw -1159679.629957 + Penalty 2948.697601 = -1156730.932356 nChanged 235 SP:Iteration 12Q (5603.589821 sec): 3 clusters Score: Raw -1159789.117968 + Penalty 2948.697601 = -1156840.420367 nChanged 223 SP:Iteration 13Q (5603.647069 sec): 3 clusters Score: Raw -1159892.607900 + Penalty 2948.697601 = -1156943.910298 nChanged 203 SP:Iteration 14Q (5603.709634 sec): 3 clusters Score: Raw -1159990.599638 + Penalty 2948.697601 = -1157041.902037 nChanged 184 SP:Iteration 15Q (5603.779807 sec): 3 clusters Score: Raw -1160073.848087 + Penalty 2948.697601 = -1157125.150486 nChanged 176 SP:Iteration 16Q (5603.841665 sec): 3 clusters Score: Raw -1160161.526409 + Penalty 2948.697601 = -1157212.828808 nChanged 177 SP:Iteration 17Q (5603.889895 sec): 3 clusters Score: Raw -1160250.271956 + Penalty 2948.697601 = -1157301.574355 nChanged 198 SP:Iteration 18Q (5603.954831 sec): 3 clusters Score: Raw -1160346.588295 + Penalty 2948.697601 = -1157397.890694 nChanged 174 SP:Iteration 19Q (5604.001935 sec): 3 clusters Score: Raw -1160429.240668 + Penalty 2948.697601 = -1157480.543067 nChanged 147 SP:Iteration 20F (5604.060072 sec): 3 clusters Score: Raw -1160486.378446 + Penalty 2948.697601 = -1157537.680845 nChanged 124 SP:Iteration 21Q (5604.117545 sec): 3 clusters Score: Raw -1160530.448332 + Penalty 2948.697601 = -1157581.750731 nChanged 117 SP:Iteration 22Q (5604.174174 sec): 3 clusters Score: Raw -1160572.529721 + Penalty 2948.697601 = -1157623.832119 nChanged 112 SP:Iteration 23Q (5604.231569 sec): 3 clusters Score: Raw -1160612.880787 + Penalty 2948.697601 = -1157664.183186 nChanged 102 SP:Iteration 24Q (5604.301240 sec): 3 clusters Score: Raw -1160649.275609 + Penalty 2948.697601 = -1157700.578008 nChanged 89 SP:Iteration 25Q (5604.362480 sec): 3 clusters Score: Raw -1160677.115710 + Penalty 2948.697601 = -1157728.418109 nChanged 81 SP:Iteration 26Q (5604.424480 sec): 3 clusters Score: Raw -1160703.549612 + Penalty 2948.697601 = -1157754.852010 nChanged 88 SP:Iteration 27Q (5604.472108 sec): 3 clusters Score: Raw -1160736.155961 + Penalty 2948.697601 = -1157787.458360 nChanged 81 SP:Iteration 28Q (5604.518816 sec): 3 clusters Score: Raw -1160761.533003 + Penalty 2948.697601 = -1157812.835402 nChanged 71 SP:Iteration 29Q (5604.565855 sec): 3 clusters Score: Raw -1160786.500035 + Penalty 2948.697601 = -1157837.802434 nChanged 74 SP:Iteration 30Q (5604.626523 sec): 3 clusters Score: Raw -1160808.577730 + Penalty 2948.697601 = -1157859.880128 nChanged 59 SP:Iteration 31Q (5604.682838 sec): 3 clusters Score: Raw -1160822.250041 + Penalty 2948.697601 = -1157873.552440 nChanged 48 SP:Iteration 32Q (5604.740594 sec): 3 clusters Score: Raw -1160834.592959 + Penalty 2948.697601 = -1157885.895358 nChanged 53 SP:Iteration 33Q (5604.787611 sec): 3 clusters Score: Raw -1160848.331942 + Penalty 2948.697601 = -1157899.634341 nChanged 42 SP:Iteration 34Q (5604.833856 sec): 3 clusters Score: Raw -1160861.169064 + Penalty 2948.697601 = -1157912.471463 nChanged 48 SP:Iteration 35Q (5604.887100 sec): 3 clusters Score: Raw -1160874.205402 + Penalty 2948.697601 = -1157925.507801 nChanged 46 SP:Iteration 36Q (5604.926041 sec): 3 clusters Score: Raw -1160885.003087 + Penalty 2948.697601 = -1157936.305486 nChanged 38 SP:Iteration 37Q (5604.989331 sec): 3 clusters Score: Raw -1160894.343851 + Penalty 2948.697601 = -1157945.646250 nChanged 30 SP:Iteration 38Q (5605.034379 sec): 3 clusters Score: Raw -1160902.025843 + Penalty 2948.697601 = -1157953.328242 nChanged 35 SP:Iteration 39Q (5605.081557 sec): 3 clusters Score: Raw -1160912.088702 + Penalty 2948.697601 = -1157963.391101 nChanged 32 SP:Iteration 40F (5605.142089 sec): 3 clusters Score: Raw -1160918.661556 + Penalty 2948.697601 = -1157969.963955 nChanged 24 SP:Iteration 41Q (5605.200577 sec): 3 clusters Score: Raw -1160923.786397 + Penalty 2948.697601 = -1157975.088795 nChanged 18 SP:Iteration 42Q (5605.257748 sec): 3 clusters Score: Raw -1160926.758583 + Penalty 2948.697601 = -1157978.060981 nChanged 18 SP:Iteration 43Q (5605.309148 sec): 3 clusters Score: Raw -1160931.723477 + Penalty 2948.697601 = -1157983.025875 nChanged 26 SP:Iteration 44Q (5605.363453 sec): 3 clusters Score: Raw -1160938.636781 + Penalty 2948.697601 = -1157989.939180 nChanged 28 SP:Iteration 45Q (5605.435956 sec): 3 clusters Score: Raw -1160947.217874 + Penalty 2948.697601 = -1157998.520273 nChanged 25 SP:Iteration 46Q (5605.487724 sec): 3 clusters Score: Raw -1160954.347484 + Penalty 2948.697601 = -1158005.649882 nChanged 32 SP:Iteration 47Q (5605.542340 sec): 3 clusters Score: Raw -1160962.650245 + Penalty 2948.697601 = -1158013.952644 nChanged 28 SP:Iteration 48Q (5605.609012 sec): 3 clusters Score: Raw -1160970.037383 + Penalty 2948.697601 = -1158021.339782 nChanged 28 SP:Iteration 49Q (5605.672921 sec): 3 clusters Score: Raw -1160978.127934 + Penalty 2948.697601 = -1158029.430333 nChanged 28 SP:Iteration 50Q (5605.728260 sec): 3 clusters Score: Raw -1160986.037857 + Penalty 2948.697601 = -1158037.340256 nChanged 29 SP:Iteration 51Q (5605.783558 sec): 3 clusters Score: Raw -1160994.526026 + Penalty 2948.697601 = -1158045.828425 nChanged 31 SP:Iteration 52Q (5605.834993 sec): 3 clusters Score: Raw -1161004.310573 + Penalty 2948.697601 = -1158055.612971 nChanged 23 SP:Iteration 53Q (5605.897715 sec): 3 clusters Score: Raw -1161010.072605 + Penalty 2948.697601 = -1158061.375004 nChanged 18 SP:Iteration 54Q (5605.922128 sec): 3 clusters Score: Raw -1161014.760363 + Penalty 2948.697601 = -1158066.062762 nChanged 25 SP:Iteration 55Q (5605.995611 sec): 3 clusters Score: Raw -1161020.629155 + Penalty 2948.697601 = -1158071.931554 nChanged 27 SP:Iteration 56Q (5606.057531 sec): 3 clusters Score: Raw -1161027.314835 + Penalty 2948.697601 = -1158078.617233 nChanged 16 SP:Iteration 57Q (5606.117400 sec): 3 clusters Score: Raw -1161031.128517 + Penalty 2948.697601 = -1158082.430916 nChanged 13 SP:Iteration 58Q (5606.177890 sec): 3 clusters Score: Raw -1161034.781079 + Penalty 2948.697601 = -1158086.083478 nChanged 14 SP:Iteration 59Q (5606.229032 sec): 3 clusters Score: Raw -1161038.524696 + Penalty 2948.697601 = -1158089.827094 nChanged 23 SP:Iteration 60F (5606.292613 sec): 3 clusters Score: Raw -1161045.207915 + Penalty 2948.697601 = -1158096.510314 nChanged 16 SP:Iteration 61Q (5606.354822 sec): 3 clusters Score: Raw -1161050.349166 + Penalty 2948.697601 = -1158101.651565 nChanged 19 SP:Iteration 62Q (5606.421516 sec): 3 clusters Score: Raw -1161056.152811 + Penalty 2948.697601 = -1158107.455210 nChanged 24 SP:Iteration 63Q (5606.473454 sec): 3 clusters Score: Raw -1161062.815948 + Penalty 2948.697601 = -1158114.118347 nChanged 15 SP:Iteration 64Q (5606.524913 sec): 3 clusters Score: Raw -1161067.135412 + Penalty 2948.697601 = -1158118.437811 nChanged 17 SP:Iteration 65Q (5606.575245 sec): 3 clusters Score: Raw -1161071.130659 + Penalty 2948.697601 = -1158122.433057 nChanged 14 SP:Iteration 66Q (5606.626243 sec): 3 clusters Score: Raw -1161075.847379 + Penalty 2948.697601 = -1158127.149778 nChanged 17 SP:Iteration 67Q (5606.677481 sec): 3 clusters Score: Raw -1161081.112125 + Penalty 2948.697601 = -1158132.414524 nChanged 18 SP:Iteration 68Q (5606.728986 sec): 3 clusters Score: Raw -1161086.357986 + Penalty 2948.697601 = -1158137.660385 nChanged 16 SP:Iteration 69Q (5606.782907 sec): 3 clusters Score: Raw -1161090.579054 + Penalty 2948.697601 = -1158141.881453 nChanged 16 SP:Iteration 70Q (5606.845967 sec): 3 clusters Score: Raw -1161094.740235 + Penalty 2948.697601 = -1158146.042634 nChanged 17 SP:Iteration 71Q (5606.887385 sec): 3 clusters Score: Raw -1161099.857727 + Penalty 2948.697601 = -1158151.160126 nChanged 13 SP:Iteration 72Q (5606.938613 sec): 3 clusters Score: Raw -1161103.115487 + Penalty 2948.697601 = -1158154.417885 nChanged 15 SP:Iteration 73Q (5606.988982 sec): 3 clusters Score: Raw -1161107.615370 + Penalty 2948.697601 = -1158158.917769 nChanged 18 SP:Iteration 74Q (5607.040269 sec): 3 clusters Score: Raw -1161111.774713 + Penalty 2948.697601 = -1158163.077111 nChanged 12 SP:Iteration 75Q (5607.090853 sec): 3 clusters Score: Raw -1161115.048487 + Penalty 2948.697601 = -1158166.350886 nChanged 7 SP:Iteration 76Q (5607.152483 sec): 3 clusters Score: Raw -1161116.414132 + Penalty 2948.697601 = -1158167.716530 nChanged 5 SP:Iteration 77Q (5607.212341 sec): 3 clusters Score: Raw -1161117.748653 + Penalty 2948.697601 = -1158169.051052 nChanged 7 SP:Iteration 78Q (5607.273152 sec): 3 clusters Score: Raw -1161119.534531 + Penalty 2948.697601 = -1158170.836930 nChanged 6 SP:Iteration 79Q (5607.336842 sec): 3 clusters Score: Raw -1161120.914416 + Penalty 2948.697601 = -1158172.216815 nChanged 6 SP:Iteration 80F (5607.389022 sec): 3 clusters Score: Raw -1161122.592482 + Penalty 2948.697601 = -1158173.894881 nChanged 8 SP:Iteration 81Q (5607.452967 sec): 3 clusters Score: Raw -1161125.216896 + Penalty 2948.697601 = -1158176.519294 nChanged 3 SP:Iteration 82Q (5607.510599 sec): 3 clusters Score: Raw -1161126.283292 + Penalty 2948.697601 = -1158177.585691 nChanged 3 SP:Iteration 83Q (5607.570777 sec): 3 clusters Score: Raw -1161126.748081 + Penalty 2948.697601 = -1158178.050480 nChanged 1 SP:Iteration 84Q (5607.629826 sec): 3 clusters Score: Raw -1161126.878834 + Penalty 2948.697601 = -1158178.181233 nChanged 0 SP:Iteration 85F (5607.678062 sec): 3 clusters Score: Raw -1161126.878834 + Penalty 2948.697601 = -1158178.181233 nChanged 0 Trying to split cluster 13 (7289 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5607.720067 sec): 2 clusters Score: Raw -988821.606665 + Penalty 1445.294767 = -987376.311898 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5607.764234 sec): 3 clusters Score: Raw -984842.143928 + Penalty 2890.589533 = -981951.554394 nChanged 3037 SP:Iteration 1F (5607.820501 sec): 3 clusters Score: Raw -986491.526920 + Penalty 2890.589533 = -983600.937387 nChanged 508 SP:Iteration 2F (5607.890308 sec): 3 clusters Score: Raw -986771.347588 + Penalty 2890.589533 = -983880.758054 nChanged 419 SP:Iteration 3F (5607.941840 sec): 3 clusters Score: Raw -986985.579581 + Penalty 2890.589533 = -984094.990048 nChanged 334 SP:Iteration 4Q (5607.983910 sec): 3 clusters Score: Raw -987146.499641 + Penalty 2890.589533 = -984255.910108 nChanged 257 SP:Iteration 5Q (5608.039663 sec): 3 clusters Score: Raw -987286.509819 + Penalty 2890.589533 = -984395.920286 nChanged 249 SP:Iteration 6Q (5608.100561 sec): 3 clusters Score: Raw -987459.557857 + Penalty 2890.589533 = -984568.968324 nChanged 258 SP:Iteration 7Q (5608.171121 sec): 3 clusters Score: Raw -987670.709075 + Penalty 2890.589533 = -984780.119541 nChanged 294 SP:Iteration 8Q (5608.233749 sec): 3 clusters Score: Raw -987922.612772 + Penalty 2890.589533 = -985032.023239 nChanged 279 SP:Iteration 9Q (5608.286119 sec): 3 clusters Score: Raw -988149.714071 + Penalty 2890.589533 = -985259.124538 nChanged 266 SP:Iteration 10Q (5608.343586 sec): 3 clusters Score: Raw -988358.404994 + Penalty 2890.589533 = -985467.815461 nChanged 251 SP:Iteration 11Q (5608.399643 sec): 3 clusters Score: Raw -988536.064220 + Penalty 2890.589533 = -985645.474686 nChanged 218 SP:Iteration 12Q (5608.463751 sec): 3 clusters Score: Raw -988659.043042 + Penalty 2890.589533 = -985768.453509 nChanged 165 SP:Iteration 13Q (5608.510440 sec): 3 clusters Score: Raw -988744.027304 + Penalty 2890.589533 = -985853.437771 nChanged 147 SP:Iteration 14Q (5608.576790 sec): 3 clusters Score: Raw -988812.482983 + Penalty 2890.589533 = -985921.893449 nChanged 122 SP:Iteration 15Q (5608.625255 sec): 3 clusters Score: Raw -988869.632322 + Penalty 2890.589533 = -985979.042789 nChanged 108 SP:Iteration 16Q (5608.675486 sec): 3 clusters Score: Raw -988913.971028 + Penalty 2890.589533 = -986023.381494 nChanged 95 SP:Iteration 17Q (5608.730341 sec): 3 clusters Score: Raw -988948.162984 + Penalty 2890.589533 = -986057.573450 nChanged 82 SP:Iteration 18Q (5608.784760 sec): 3 clusters Score: Raw -988976.632221 + Penalty 2890.589533 = -986086.042688 nChanged 72 SP:Iteration 19Q (5608.848425 sec): 3 clusters Score: Raw -989002.443383 + Penalty 2890.589533 = -986111.853849 nChanged 64 SP:Iteration 20F (5608.893137 sec): 3 clusters Score: Raw -989025.092018 + Penalty 2890.589533 = -986134.502484 nChanged 53 SP:Iteration 21Q (5608.956805 sec): 3 clusters Score: Raw -989045.697233 + Penalty 2890.589533 = -986155.107700 nChanged 48 SP:Iteration 22Q (5608.998247 sec): 3 clusters Score: Raw -989062.919032 + Penalty 2890.589533 = -986172.329498 nChanged 42 SP:Iteration 23Q (5609.051755 sec): 3 clusters Score: Raw -989078.395069 + Penalty 2890.589533 = -986187.805535 nChanged 31 SP:Iteration 24Q (5609.106400 sec): 3 clusters Score: Raw -989087.309464 + Penalty 2890.589533 = -986196.719931 nChanged 23 SP:Iteration 25Q (5609.160879 sec): 3 clusters Score: Raw -989093.735196 + Penalty 2890.589533 = -986203.145662 nChanged 24 SP:Iteration 26Q (5609.225505 sec): 3 clusters Score: Raw -989101.579559 + Penalty 2890.589533 = -986210.990025 nChanged 23 SP:Iteration 27Q (5609.269294 sec): 3 clusters Score: Raw -989109.632823 + Penalty 2890.589533 = -986219.043289 nChanged 25 SP:Iteration 28Q (5609.334140 sec): 3 clusters Score: Raw -989116.269206 + Penalty 2890.589533 = -986225.679672 nChanged 21 SP:Iteration 29Q (5609.382983 sec): 3 clusters Score: Raw -989121.918076 + Penalty 2890.589533 = -986231.328542 nChanged 14 SP:Iteration 30Q (5609.438798 sec): 3 clusters Score: Raw -989125.264222 + Penalty 2890.589533 = -986234.674689 nChanged 17 SP:Iteration 31Q (5609.496914 sec): 3 clusters Score: Raw -989129.973767 + Penalty 2890.589533 = -986239.384234 nChanged 19 SP:Iteration 32Q (5609.553815 sec): 3 clusters Score: Raw -989135.873121 + Penalty 2890.589533 = -986245.283588 nChanged 10 SP:Iteration 33Q (5609.607454 sec): 3 clusters Score: Raw -989138.612756 + Penalty 2890.589533 = -986248.023223 nChanged 13 SP:Iteration 34Q (5609.674783 sec): 3 clusters Score: Raw -989142.718793 + Penalty 2890.589533 = -986252.129260 nChanged 11 SP:Iteration 35Q (5609.732842 sec): 3 clusters Score: Raw -989145.815231 + Penalty 2890.589533 = -986255.225697 nChanged 13 SP:Iteration 36Q (5609.783456 sec): 3 clusters Score: Raw -989149.804614 + Penalty 2890.589533 = -986259.215081 nChanged 12 SP:Iteration 37Q (5609.829792 sec): 3 clusters Score: Raw -989153.390126 + Penalty 2890.589533 = -986262.800592 nChanged 12 SP:Iteration 38Q (5609.894317 sec): 3 clusters Score: Raw -989157.268693 + Penalty 2890.589533 = -986266.679159 nChanged 15 SP:Iteration 39Q (5609.938252 sec): 3 clusters Score: Raw -989161.997915 + Penalty 2890.589533 = -986271.408382 nChanged 14 SP:Iteration 40F (5610.003755 sec): 3 clusters Score: Raw -989165.822131 + Penalty 2890.589533 = -986275.232597 nChanged 11 SP:Iteration 41Q (5610.052066 sec): 3 clusters Score: Raw -989169.181906 + Penalty 2890.589533 = -986278.592373 nChanged 8 SP:Iteration 42Q (5610.121456 sec): 3 clusters Score: Raw -989170.902852 + Penalty 2890.589533 = -986280.313319 nChanged 7 SP:Iteration 43Q (5610.180667 sec): 3 clusters Score: Raw -989172.787569 + Penalty 2890.589533 = -986282.198036 nChanged 5 SP:Iteration 44Q (5610.225237 sec): 3 clusters Score: Raw -989174.112166 + Penalty 2890.589533 = -986283.522633 nChanged 10 SP:Iteration 45Q (5610.292343 sec): 3 clusters Score: Raw -989176.380211 + Penalty 2890.589533 = -986285.790678 nChanged 10 SP:Iteration 46Q (5610.356335 sec): 3 clusters Score: Raw -989178.603744 + Penalty 2890.589533 = -986288.014210 nChanged 9 SP:Iteration 47Q (5610.415723 sec): 3 clusters Score: Raw -989181.244996 + Penalty 2890.589533 = -986290.655462 nChanged 9 SP:Iteration 48Q (5610.471915 sec): 3 clusters Score: Raw -989184.123956 + Penalty 2890.589533 = -986293.534423 nChanged 7 SP:Iteration 49Q (5610.532556 sec): 3 clusters Score: Raw -989186.372779 + Penalty 2890.589533 = -986295.783246 nChanged 4 SP:Iteration 50Q (5610.592872 sec): 3 clusters Score: Raw -989187.473478 + Penalty 2890.589533 = -986296.883944 nChanged 4 SP:Iteration 51Q (5610.644351 sec): 3 clusters Score: Raw -989187.937028 + Penalty 2890.589533 = -986297.347494 nChanged 0 SP:Iteration 52F (5610.701628 sec): 3 clusters Score: Raw -989187.937028 + Penalty 2890.589533 = -986297.347494 nChanged 0 Trying to split cluster 14 (8027 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5610.746202 sec): 2 clusters Score: Raw -1066011.190879 + Penalty 1460.966997 = -1064550.223881 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5610.795964 sec): 3 clusters Score: Raw -1061516.532819 + Penalty 2921.933995 = -1058594.598825 nChanged 3424 SP:Iteration 1F (5610.849675 sec): 3 clusters Score: Raw -1063415.838767 + Penalty 2921.933995 = -1060493.904772 nChanged 504 SP:Iteration 2F (5610.906395 sec): 3 clusters Score: Raw -1063653.841338 + Penalty 2921.933995 = -1060731.907343 nChanged 451 SP:Iteration 3F (5610.957914 sec): 3 clusters Score: Raw -1063884.998067 + Penalty 2921.933995 = -1060963.064073 nChanged 422 SP:Iteration 4F (5611.013926 sec): 3 clusters Score: Raw -1064140.201890 + Penalty 2921.933995 = -1061218.267896 nChanged 485 SP:Iteration 5F (5611.074105 sec): 3 clusters Score: Raw -1064475.122911 + Penalty 2921.933995 = -1061553.188916 nChanged 465 SP:Iteration 6F (5611.118396 sec): 3 clusters Score: Raw -1064823.526134 + Penalty 2921.933995 = -1061901.592139 nChanged 415 SP:Iteration 7F (5611.179114 sec): 3 clusters Score: Raw -1065142.678269 + Penalty 2921.933995 = -1062220.744274 nChanged 347 SP:Iteration 8Q (5611.230948 sec): 3 clusters Score: Raw -1065419.446726 + Penalty 2921.933995 = -1062497.512731 nChanged 297 SP:Iteration 9Q (5611.285372 sec): 3 clusters Score: Raw -1065650.927849 + Penalty 2921.933995 = -1062728.993854 nChanged 209 SP:Iteration 10Q (5611.329643 sec): 3 clusters Score: Raw -1065842.002910 + Penalty 2921.933995 = -1062920.068915 nChanged 150 SP:Iteration 11Q (5611.396350 sec): 3 clusters Score: Raw -1065966.470740 + Penalty 2921.933995 = -1063044.536745 nChanged 107 SP:Iteration 12Q (5611.443649 sec): 3 clusters Score: Raw -1066042.139107 + Penalty 2921.933995 = -1063120.205112 nChanged 67 SP:Iteration 13Q (5611.509180 sec): 3 clusters Score: Raw -1066085.684658 + Penalty 2921.933995 = -1063163.750664 nChanged 59 SP:Iteration 14Q (5611.558467 sec): 3 clusters Score: Raw -1066130.712190 + Penalty 2921.933995 = -1063208.778195 nChanged 41 SP:Iteration 15Q (5611.627725 sec): 3 clusters Score: Raw -1066152.527129 + Penalty 2921.933995 = -1063230.593134 nChanged 26 SP:Iteration 16Q (5611.674880 sec): 3 clusters Score: Raw -1066169.810962 + Penalty 2921.933995 = -1063247.876967 nChanged 16 SP:Iteration 17Q (5611.739991 sec): 3 clusters Score: Raw -1066179.640758 + Penalty 2921.933995 = -1063257.706763 nChanged 16 SP:Iteration 18Q (5611.789491 sec): 3 clusters Score: Raw -1066192.850578 + Penalty 2921.933995 = -1063270.916583 nChanged 11 SP:Iteration 19Q (5611.862589 sec): 3 clusters Score: Raw -1066199.434768 + Penalty 2921.933995 = -1063277.500773 nChanged 6 SP:Iteration 20F (5611.907503 sec): 3 clusters Score: Raw -1066203.199184 + Penalty 2921.933995 = -1063281.265190 nChanged 9 SP:Iteration 21Q (5611.960693 sec): 3 clusters Score: Raw -1066208.129689 + Penalty 2921.933995 = -1063286.195694 nChanged 5 SP:Iteration 22Q (5612.010790 sec): 3 clusters Score: Raw -1066212.030929 + Penalty 2921.933995 = -1063290.096934 nChanged 6 SP:Iteration 23Q (5612.071810 sec): 3 clusters Score: Raw -1066214.245868 + Penalty 2921.933995 = -1063292.311873 nChanged 2 SP:Iteration 24Q (5612.135279 sec): 3 clusters Score: Raw -1066214.821745 + Penalty 2921.933995 = -1063292.887751 nChanged 1 SP:Iteration 25Q (5612.192955 sec): 3 clusters Score: Raw -1066215.126830 + Penalty 2921.933995 = -1063293.192835 nChanged 0 SP:Iteration 26F (5612.246864 sec): 3 clusters Score: Raw -1066215.126830 + Penalty 2921.933995 = -1063293.192835 nChanged 0 Trying to split cluster 15 (66675 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5612.364434 sec): 2 clusters Score: Raw -8657329.224608 + Penalty 1804.982619 = -8655524.241989 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5612.513228 sec): 3 clusters Score: Raw -8614426.618052 + Penalty 3609.965238 = -8610816.652814 nChanged 31684 SP:Iteration 1F (5612.665342 sec): 3 clusters Score: Raw -8632777.333570 + Penalty 3609.965238 = -8629167.368331 nChanged 2707 SP:Iteration 2Q (5612.820488 sec): 3 clusters Score: Raw -8633708.342206 + Penalty 3609.965238 = -8630098.376968 nChanged 2971 SP:Iteration 3Q (5612.967488 sec): 3 clusters Score: Raw -8634998.209981 + Penalty 3609.965238 = -8631388.244743 nChanged 3373 SP:Iteration 4F (5613.115626 sec): 3 clusters Score: Raw -8636945.112764 + Penalty 3609.965238 = -8633335.147526 nChanged 3837 SP:Iteration 5F (5613.258847 sec): 3 clusters Score: Raw -8639539.295196 + Penalty 3609.965238 = -8635929.329958 nChanged 4066 SP:Iteration 6F (5613.404969 sec): 3 clusters Score: Raw -8642614.187072 + Penalty 3609.965238 = -8639004.221834 nChanged 4144 SP:Iteration 7F (5613.559178 sec): 3 clusters Score: Raw -8645790.414177 + Penalty 3609.965238 = -8642180.448939 nChanged 3925 SP:Iteration 8F (5613.721387 sec): 3 clusters Score: Raw -8648565.136179 + Penalty 3609.965238 = -8644955.170941 nChanged 3298 SP:Iteration 9Q (5613.877104 sec): 3 clusters Score: Raw -8650535.733671 + Penalty 3609.965238 = -8646925.768433 nChanged 2612 SP:Iteration 10Q (5614.009562 sec): 3 clusters Score: Raw -8651805.488966 + Penalty 3609.965238 = -8648195.523728 nChanged 1930 SP:Iteration 11Q (5614.174583 sec): 3 clusters Score: Raw -8652625.980281 + Penalty 3609.965238 = -8649016.015042 nChanged 1544 SP:Iteration 12Q (5614.324356 sec): 3 clusters Score: Raw -8653228.102276 + Penalty 3609.965238 = -8649618.137037 nChanged 1273 SP:Iteration 13Q (5614.450945 sec): 3 clusters Score: Raw -8653713.786504 + Penalty 3609.965238 = -8650103.821265 nChanged 1195 SP:Iteration 14Q (5614.584728 sec): 3 clusters Score: Raw -8654157.804108 + Penalty 3609.965238 = -8650547.838870 nChanged 1135 SP:Iteration 15Q (5614.712229 sec): 3 clusters Score: Raw -8654587.465640 + Penalty 3609.965238 = -8650977.500401 nChanged 1077 SP:Iteration 16Q (5614.839485 sec): 3 clusters Score: Raw -8655001.955139 + Penalty 3609.965238 = -8651391.989901 nChanged 1001 SP:Iteration 17Q (5614.973028 sec): 3 clusters Score: Raw -8655380.617934 + Penalty 3609.965238 = -8651770.652696 nChanged 930 SP:Iteration 18Q (5615.104674 sec): 3 clusters Score: Raw -8655727.570333 + Penalty 3609.965238 = -8652117.605095 nChanged 817 SP:Iteration 19Q (5615.226820 sec): 3 clusters Score: Raw -8656038.882854 + Penalty 3609.965238 = -8652428.917616 nChanged 744 SP:Iteration 20F (5615.383682 sec): 3 clusters Score: Raw -8656315.555394 + Penalty 3609.965238 = -8652705.590156 nChanged 686 SP:Iteration 21Q (5615.522800 sec): 3 clusters Score: Raw -8656565.831622 + Penalty 3609.965238 = -8652955.866384 nChanged 587 SP:Iteration 22Q (5615.650039 sec): 3 clusters Score: Raw -8656778.888976 + Penalty 3609.965238 = -8653168.923738 nChanged 476 SP:Iteration 23Q (5615.771575 sec): 3 clusters Score: Raw -8656951.190927 + Penalty 3609.965238 = -8653341.225689 nChanged 438 SP:Iteration 24Q (5615.899467 sec): 3 clusters Score: Raw -8657119.335389 + Penalty 3609.965238 = -8653509.370150 nChanged 366 SP:Iteration 25Q (5616.029476 sec): 3 clusters Score: Raw -8657258.754584 + Penalty 3609.965238 = -8653648.789346 nChanged 288 SP:Iteration 26Q (5616.149655 sec): 3 clusters Score: Raw -8657371.188295 + Penalty 3609.965238 = -8653761.223057 nChanged 241 SP:Iteration 27Q (5616.268191 sec): 3 clusters Score: Raw -8657460.685865 + Penalty 3609.965238 = -8653850.720627 nChanged 198 SP:Iteration 28Q (5616.379956 sec): 3 clusters Score: Raw -8657531.277548 + Penalty 3609.965238 = -8653921.312309 nChanged 157 SP:Iteration 29Q (5616.507786 sec): 3 clusters Score: Raw -8657579.893935 + Penalty 3609.965238 = -8653969.928696 nChanged 118 SP:Iteration 30Q (5616.651497 sec): 3 clusters Score: Raw -8657614.636484 + Penalty 3609.965238 = -8654004.671245 nChanged 89 SP:Iteration 31Q (5616.785654 sec): 3 clusters Score: Raw -8657640.941030 + Penalty 3609.965238 = -8654030.975792 nChanged 68 SP:Iteration 32Q (5616.919165 sec): 3 clusters Score: Raw -8657662.174231 + Penalty 3609.965238 = -8654052.208993 nChanged 76 SP:Iteration 33Q (5617.050805 sec): 3 clusters Score: Raw -8657686.013477 + Penalty 3609.965238 = -8654076.048239 nChanged 75 SP:Iteration 34Q (5617.188651 sec): 3 clusters Score: Raw -8657711.029208 + Penalty 3609.965238 = -8654101.063970 nChanged 57 SP:Iteration 35Q (5617.320095 sec): 3 clusters Score: Raw -8657728.661463 + Penalty 3609.965238 = -8654118.696224 nChanged 54 SP:Iteration 36Q (5617.452639 sec): 3 clusters Score: Raw -8657743.928540 + Penalty 3609.965238 = -8654133.963302 nChanged 41 SP:Iteration 37Q (5617.579071 sec): 3 clusters Score: Raw -8657755.688391 + Penalty 3609.965238 = -8654145.723152 nChanged 37 SP:Iteration 38Q (5617.699464 sec): 3 clusters Score: Raw -8657764.269635 + Penalty 3609.965238 = -8654154.304397 nChanged 33 SP:Iteration 39Q (5617.819048 sec): 3 clusters Score: Raw -8657771.429791 + Penalty 3609.965238 = -8654161.464552 nChanged 22 SP:Iteration 40F (5617.966035 sec): 3 clusters Score: Raw -8657776.305306 + Penalty 3609.965238 = -8654166.340068 nChanged 19 SP:Iteration 41Q (5618.104601 sec): 3 clusters Score: Raw -8657780.872347 + Penalty 3609.965238 = -8654170.907108 nChanged 21 SP:Iteration 42Q (5618.242910 sec): 3 clusters Score: Raw -8657785.971427 + Penalty 3609.965238 = -8654176.006188 nChanged 11 SP:Iteration 43Q (5618.370684 sec): 3 clusters Score: Raw -8657788.293807 + Penalty 3609.965238 = -8654178.328568 nChanged 12 SP:Iteration 44Q (5618.500055 sec): 3 clusters Score: Raw -8657790.739842 + Penalty 3609.965238 = -8654180.774603 nChanged 6 SP:Iteration 45Q (5618.635833 sec): 3 clusters Score: Raw -8657792.847440 + Penalty 3609.965238 = -8654182.882202 nChanged 10 SP:Iteration 46Q (5618.769121 sec): 3 clusters Score: Raw -8657795.961122 + Penalty 3609.965238 = -8654185.995884 nChanged 11 SP:Iteration 47Q (5618.906079 sec): 3 clusters Score: Raw -8657798.592188 + Penalty 3609.965238 = -8654188.626950 nChanged 11 SP:Iteration 48Q (5619.042439 sec): 3 clusters Score: Raw -8657801.124773 + Penalty 3609.965238 = -8654191.159535 nChanged 10 SP:Iteration 49Q (5619.167582 sec): 3 clusters Score: Raw -8657803.329587 + Penalty 3609.965238 = -8654193.364349 nChanged 10 SP:Iteration 50Q (5619.286356 sec): 3 clusters Score: Raw -8657805.847833 + Penalty 3609.965238 = -8654195.882595 nChanged 4 SP:Iteration 51Q (5619.405197 sec): 3 clusters Score: Raw -8657806.581592 + Penalty 3609.965238 = -8654196.616353 nChanged 3 SP:Iteration 52Q (5619.524705 sec): 3 clusters Score: Raw -8657807.881305 + Penalty 3609.965238 = -8654197.916067 nChanged 2 SP:Iteration 53Q (5619.647422 sec): 3 clusters Score: Raw -8657808.715839 + Penalty 3609.965238 = -8654198.750600 nChanged 7 SP:Iteration 54Q (5619.761145 sec): 3 clusters Score: Raw -8657810.043418 + Penalty 3609.965238 = -8654200.078179 nChanged 2 SP:Iteration 55Q (5619.898959 sec): 3 clusters Score: Raw -8657810.558458 + Penalty 3609.965238 = -8654200.593220 nChanged 3 SP:Iteration 56Q (5620.022530 sec): 3 clusters Score: Raw -8657810.923189 + Penalty 3609.965238 = -8654200.957950 nChanged 0 SP:Iteration 57F (5620.168383 sec): 3 clusters Score: Raw -8657810.923189 + Penalty 3609.965238 = -8654200.957950 nChanged 0 Trying to split cluster 16 (34633 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5620.230736 sec): 2 clusters Score: Raw -4276876.278896 + Penalty 1698.541368 = -4275177.737528 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5620.321429 sec): 3 clusters Score: Raw -4255093.803913 + Penalty 3397.082736 = -4251696.721177 nChanged 16261 SP:Iteration 1F (5620.418057 sec): 3 clusters Score: Raw -4264499.636477 + Penalty 3397.082736 = -4261102.553741 nChanged 2044 SP:Iteration 2F (5620.524027 sec): 3 clusters Score: Raw -4265511.474183 + Penalty 3397.082736 = -4262114.391447 nChanged 2383 SP:Iteration 3F (5620.631654 sec): 3 clusters Score: Raw -4267031.682552 + Penalty 3397.082736 = -4263634.599817 nChanged 2769 SP:Iteration 4F (5620.739018 sec): 3 clusters Score: Raw -4269215.571557 + Penalty 3397.082736 = -4265818.488822 nChanged 2908 SP:Iteration 5F (5620.834783 sec): 3 clusters Score: Raw -4271774.733159 + Penalty 3397.082736 = -4268377.650423 nChanged 2402 SP:Iteration 6F (5620.938737 sec): 3 clusters Score: Raw -4273942.869340 + Penalty 3397.082736 = -4270545.786604 nChanged 1583 SP:Iteration 7Q (5621.046345 sec): 3 clusters Score: Raw -4275369.470070 + Penalty 3397.082736 = -4271972.387334 nChanged 926 SP:Iteration 8Q (5621.145529 sec): 3 clusters Score: Raw -4276188.999801 + Penalty 3397.082736 = -4272791.917065 nChanged 523 SP:Iteration 9Q (5621.240032 sec): 3 clusters Score: Raw -4276649.638599 + Penalty 3397.082736 = -4273252.555864 nChanged 286 SP:Iteration 10Q (5621.313774 sec): 3 clusters Score: Raw -4276910.930923 + Penalty 3397.082736 = -4273513.848187 nChanged 168 SP:Iteration 11Q (5621.392943 sec): 3 clusters Score: Raw -4277052.471576 + Penalty 3397.082736 = -4273655.388840 nChanged 109 SP:Iteration 12Q (5621.478958 sec): 3 clusters Score: Raw -4277143.545351 + Penalty 3397.082736 = -4273746.462615 nChanged 69 SP:Iteration 13Q (5621.556346 sec): 3 clusters Score: Raw -4277192.402492 + Penalty 3397.082736 = -4273795.319756 nChanged 54 SP:Iteration 14Q (5621.645232 sec): 3 clusters Score: Raw -4277226.989526 + Penalty 3397.082736 = -4273829.906790 nChanged 34 SP:Iteration 15Q (5621.746169 sec): 3 clusters Score: Raw -4277248.122813 + Penalty 3397.082736 = -4273851.040077 nChanged 31 SP:Iteration 16Q (5621.832493 sec): 3 clusters Score: Raw -4277270.296260 + Penalty 3397.082736 = -4273873.213525 nChanged 26 SP:Iteration 17Q (5621.922724 sec): 3 clusters Score: Raw -4277290.661180 + Penalty 3397.082736 = -4273893.578445 nChanged 21 SP:Iteration 18Q (5622.016078 sec): 3 clusters Score: Raw -4277305.837517 + Penalty 3397.082736 = -4273908.754781 nChanged 17 SP:Iteration 19Q (5622.117129 sec): 3 clusters Score: Raw -4277314.447686 + Penalty 3397.082736 = -4273917.364950 nChanged 8 SP:Iteration 20F (5622.218360 sec): 3 clusters Score: Raw -4277318.276231 + Penalty 3397.082736 = -4273921.193496 nChanged 4 SP:Iteration 21Q (5622.318924 sec): 3 clusters Score: Raw -4277319.603573 + Penalty 3397.082736 = -4273922.520837 nChanged 1 SP:Iteration 22Q (5622.412181 sec): 3 clusters Score: Raw -4277320.007504 + Penalty 3397.082736 = -4273922.924768 nChanged 1 SP:Iteration 23Q (5622.505091 sec): 3 clusters Score: Raw -4277320.695577 + Penalty 3397.082736 = -4273923.612841 nChanged 4 SP:Iteration 24Q (5622.587290 sec): 3 clusters Score: Raw -4277323.408300 + Penalty 3397.082736 = -4273926.325564 nChanged 5 SP:Iteration 25Q (5622.682502 sec): 3 clusters Score: Raw -4277327.009460 + Penalty 3397.082736 = -4273929.926724 nChanged 5 SP:Iteration 26Q (5622.753092 sec): 3 clusters Score: Raw -4277328.898894 + Penalty 3397.082736 = -4273931.816159 nChanged 2 SP:Iteration 27Q (5622.838344 sec): 3 clusters Score: Raw -4277329.646287 + Penalty 3397.082736 = -4273932.563551 nChanged 1 SP:Iteration 28Q (5622.920709 sec): 3 clusters Score: Raw -4277329.910197 + Penalty 3397.082736 = -4273932.827462 nChanged 1 SP:Iteration 29Q (5623.005317 sec): 3 clusters Score: Raw -4277330.104539 + Penalty 3397.082736 = -4273933.021803 nChanged 1 SP:Iteration 30Q (5623.082657 sec): 3 clusters Score: Raw -4277330.240510 + Penalty 3397.082736 = -4273933.157774 nChanged 0 SP:Iteration 31F (5623.174121 sec): 3 clusters Score: Raw -4277330.240510 + Penalty 3397.082736 = -4273933.157774 nChanged 0 Trying to split cluster 17 (5138 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5623.205561 sec): 2 clusters Score: Raw -656376.441283 + Penalty 1388.468116 = -654987.973167 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5623.263819 sec): 3 clusters Score: Raw -653762.902771 + Penalty 2776.936233 = -650985.966539 nChanged 2054 SP:Iteration 1F (5623.308148 sec): 3 clusters Score: Raw -654876.028557 + Penalty 2776.936233 = -652099.092324 nChanged 359 SP:Iteration 2F (5623.366481 sec): 3 clusters Score: Raw -655024.881772 + Penalty 2776.936233 = -652247.945539 nChanged 230 SP:Iteration 3Q (5623.426387 sec): 3 clusters Score: Raw -655125.069822 + Penalty 2776.936233 = -652348.133590 nChanged 176 SP:Iteration 4Q (5623.472878 sec): 3 clusters Score: Raw -655202.428585 + Penalty 2776.936233 = -652425.492352 nChanged 176 SP:Iteration 5Q (5623.524849 sec): 3 clusters Score: Raw -655285.292267 + Penalty 2776.936233 = -652508.356034 nChanged 185 SP:Iteration 6Q (5623.576816 sec): 3 clusters Score: Raw -655377.705229 + Penalty 2776.936233 = -652600.768996 nChanged 179 SP:Iteration 7Q (5623.636999 sec): 3 clusters Score: Raw -655470.226904 + Penalty 2776.936233 = -652693.290671 nChanged 171 SP:Iteration 8Q (5623.681931 sec): 3 clusters Score: Raw -655566.858933 + Penalty 2776.936233 = -652789.922700 nChanged 173 SP:Iteration 9Q (5623.745714 sec): 3 clusters Score: Raw -655684.263437 + Penalty 2776.936233 = -652907.327204 nChanged 190 SP:Iteration 10Q (5623.792551 sec): 3 clusters Score: Raw -655807.688522 + Penalty 2776.936233 = -653030.752289 nChanged 193 SP:Iteration 11Q (5623.857317 sec): 3 clusters Score: Raw -655934.619264 + Penalty 2776.936233 = -653157.683031 nChanged 154 SP:Iteration 12Q (5623.913300 sec): 3 clusters Score: Raw -656043.868191 + Penalty 2776.936233 = -653266.931959 nChanged 138 SP:Iteration 13Q (5623.966131 sec): 3 clusters Score: Raw -656146.532299 + Penalty 2776.936233 = -653369.596067 nChanged 121 SP:Iteration 14Q (5624.025458 sec): 3 clusters Score: Raw -656246.325829 + Penalty 2776.936233 = -653469.389596 nChanged 116 SP:Iteration 15Q (5624.073634 sec): 3 clusters Score: Raw -656339.089798 + Penalty 2776.936233 = -653562.153566 nChanged 82 SP:Iteration 16Q (5624.138474 sec): 3 clusters Score: Raw -656405.916791 + Penalty 2776.936233 = -653628.980559 nChanged 55 SP:Iteration 17Q (5624.190976 sec): 3 clusters Score: Raw -656447.648555 + Penalty 2776.936233 = -653670.712322 nChanged 40 SP:Iteration 18Q (5624.250553 sec): 3 clusters Score: Raw -656473.397622 + Penalty 2776.936233 = -653696.461389 nChanged 30 SP:Iteration 19Q (5624.297296 sec): 3 clusters Score: Raw -656496.592830 + Penalty 2776.936233 = -653719.656598 nChanged 23 SP:Iteration 20F (5624.356939 sec): 3 clusters Score: Raw -656518.085842 + Penalty 2776.936233 = -653741.149609 nChanged 22 SP:Iteration 21Q (5624.413478 sec): 3 clusters Score: Raw -656539.178706 + Penalty 2776.936233 = -653762.242474 nChanged 22 SP:Iteration 22Q (5624.456373 sec): 3 clusters Score: Raw -656562.303268 + Penalty 2776.936233 = -653785.367035 nChanged 21 SP:Iteration 23Q (5624.503424 sec): 3 clusters Score: Raw -656578.520129 + Penalty 2776.936233 = -653801.583896 nChanged 13 SP:Iteration 24Q (5624.558248 sec): 3 clusters Score: Raw -656588.387714 + Penalty 2776.936233 = -653811.451481 nChanged 8 SP:Iteration 25Q (5624.612444 sec): 3 clusters Score: Raw -656596.616721 + Penalty 2776.936233 = -653819.680488 nChanged 7 SP:Iteration 26Q (5624.675801 sec): 3 clusters Score: Raw -656606.772224 + Penalty 2776.936233 = -653829.835991 nChanged 8 SP:Iteration 27Q (5624.727336 sec): 3 clusters Score: Raw -656620.873957 + Penalty 2776.936233 = -653843.937724 nChanged 10 SP:Iteration 28Q (5624.783299 sec): 3 clusters Score: Raw -656630.636342 + Penalty 2776.936233 = -653853.700109 nChanged 8 SP:Iteration 29Q (5624.834720 sec): 3 clusters Score: Raw -656639.597458 + Penalty 2776.936233 = -653862.661225 nChanged 8 SP:Iteration 30Q (5624.884415 sec): 3 clusters Score: Raw -656646.994547 + Penalty 2776.936233 = -653870.058314 nChanged 4 SP:Iteration 31Q (5624.930897 sec): 3 clusters Score: Raw -656652.755905 + Penalty 2776.936233 = -653875.819672 nChanged 4 SP:Iteration 32Q (5624.997008 sec): 3 clusters Score: Raw -656659.767423 + Penalty 2776.936233 = -653882.831190 nChanged 2 SP:Iteration 33Q (5625.051809 sec): 3 clusters Score: Raw -656661.374959 + Penalty 2776.936233 = -653884.438726 nChanged 0 SP:Iteration 34F (5625.107302 sec): 3 clusters Score: Raw -656661.374959 + Penalty 2776.936233 = -653884.438726 nChanged 0 Trying to split cluster 18 (399 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5625.123472 sec): 2 clusters Score: Raw -42858.743609 + Penalty 973.206230 = -41885.537378 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5625.176144 sec): 3 clusters Score: Raw -43002.558327 + Penalty 1946.412460 = -41056.145866 nChanged 107 SP:Iteration 1F (5625.220367 sec): 3 clusters Score: Raw -43166.313751 + Penalty 1946.412460 = -41219.901291 nChanged 30 SP:Iteration 2F (5625.269382 sec): 3 clusters Score: Raw -43243.118177 + Penalty 1946.412460 = -41296.705717 nChanged 11 SP:Iteration 3Q (5625.316565 sec): 3 clusters Score: Raw -43255.292806 + Penalty 1946.412460 = -41308.880345 nChanged 7 SP:Iteration 4Q (5625.353536 sec): 3 clusters Score: Raw -43266.054431 + Penalty 1946.412460 = -41319.641970 nChanged 5 SP:Iteration 5Q (5625.400044 sec): 3 clusters Score: Raw -43276.146842 + Penalty 1946.412460 = -41329.734381 nChanged 6 SP:Iteration 6Q (5625.431710 sec): 3 clusters Score: Raw -43281.654328 + Penalty 1946.412460 = -41335.241867 nChanged 4 SP:Iteration 7Q (5625.481251 sec): 3 clusters Score: Raw -43289.761485 + Penalty 1946.412460 = -41343.349025 nChanged 5 SP:Iteration 8Q (5625.523369 sec): 3 clusters Score: Raw -43302.974377 + Penalty 1946.412460 = -41356.561917 nChanged 2 SP:Iteration 9Q (5625.556058 sec): 3 clusters Score: Raw -43306.418750 + Penalty 1946.412460 = -41360.006289 nChanged 1 SP:Iteration 10Q (5625.602351 sec): 3 clusters Score: Raw -43307.821677 + Penalty 1946.412460 = -41361.409217 nChanged 1 SP:Iteration 11Q (5625.656020 sec): 3 clusters Score: Raw -43309.298218 + Penalty 1946.412460 = -41362.885758 nChanged 2 SP:Iteration 12Q (5625.702407 sec): 3 clusters Score: Raw -43312.039287 + Penalty 1946.412460 = -41365.626827 nChanged 3 SP:Iteration 13Q (5625.742550 sec): 3 clusters Score: Raw -43316.029386 + Penalty 1946.412460 = -41369.616926 nChanged 1 SP:Iteration 14Q (5625.787229 sec): 3 clusters Score: Raw -43317.346983 + Penalty 1946.412460 = -41370.934523 nChanged 1 SP:Iteration 15Q (5625.842667 sec): 3 clusters Score: Raw -43318.378247 + Penalty 1946.412460 = -41371.965787 nChanged 0 SP:Iteration 16F (5625.891114 sec): 3 clusters Score: Raw -43318.378247 + Penalty 1946.412460 = -41371.965787 nChanged 0 Trying to split cluster 19 (16544 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5625.929960 sec): 2 clusters Score: Raw -2076249.876025 + Penalty 1578.489051 = -2074671.386974 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5626.009899 sec): 3 clusters Score: Raw -2066474.883247 + Penalty 3156.978103 = -2063317.905144 nChanged 7418 SP:Iteration 1F (5626.069109 sec): 3 clusters Score: Raw -2070829.371212 + Penalty 3156.978103 = -2067672.393110 nChanged 1148 SP:Iteration 2F (5626.142047 sec): 3 clusters Score: Raw -2071576.019698 + Penalty 3156.978103 = -2068419.041595 nChanged 1165 SP:Iteration 3F (5626.221331 sec): 3 clusters Score: Raw -2072395.731749 + Penalty 3156.978103 = -2069238.753647 nChanged 1208 SP:Iteration 4F (5626.293022 sec): 3 clusters Score: Raw -2073299.861301 + Penalty 3156.978103 = -2070142.883198 nChanged 1233 SP:Iteration 5F (5626.354340 sec): 3 clusters Score: Raw -2074187.865161 + Penalty 3156.978103 = -2071030.887058 nChanged 1028 SP:Iteration 6F (5626.435882 sec): 3 clusters Score: Raw -2074830.976373 + Penalty 3156.978103 = -2071673.998270 nChanged 830 SP:Iteration 7F (5626.507497 sec): 3 clusters Score: Raw -2075298.271644 + Penalty 3156.978103 = -2072141.293541 nChanged 608 SP:Iteration 8Q (5626.579091 sec): 3 clusters Score: Raw -2075632.445530 + Penalty 3156.978103 = -2072475.467428 nChanged 485 SP:Iteration 9Q (5626.650753 sec): 3 clusters Score: Raw -2075886.242695 + Penalty 3156.978103 = -2072729.264592 nChanged 365 SP:Iteration 10Q (5626.718665 sec): 3 clusters Score: Raw -2076058.989568 + Penalty 3156.978103 = -2072902.011465 nChanged 298 SP:Iteration 11Q (5626.783478 sec): 3 clusters Score: Raw -2076201.054442 + Penalty 3156.978103 = -2073044.076339 nChanged 259 SP:Iteration 12Q (5626.862310 sec): 3 clusters Score: Raw -2076319.036542 + Penalty 3156.978103 = -2073162.058440 nChanged 245 SP:Iteration 13Q (5626.935722 sec): 3 clusters Score: Raw -2076428.719147 + Penalty 3156.978103 = -2073271.741044 nChanged 211 SP:Iteration 14Q (5626.995239 sec): 3 clusters Score: Raw -2076512.322143 + Penalty 3156.978103 = -2073355.344041 nChanged 184 SP:Iteration 15Q (5627.074235 sec): 3 clusters Score: Raw -2076578.303475 + Penalty 3156.978103 = -2073421.325372 nChanged 174 SP:Iteration 16Q (5627.135178 sec): 3 clusters Score: Raw -2076636.391758 + Penalty 3156.978103 = -2073479.413655 nChanged 135 SP:Iteration 17Q (5627.195411 sec): 3 clusters Score: Raw -2076679.046439 + Penalty 3156.978103 = -2073522.068336 nChanged 111 SP:Iteration 18Q (5627.265408 sec): 3 clusters Score: Raw -2076712.455042 + Penalty 3156.978103 = -2073555.476940 nChanged 104 SP:Iteration 19Q (5627.323671 sec): 3 clusters Score: Raw -2076742.845927 + Penalty 3156.978103 = -2073585.867824 nChanged 88 SP:Iteration 20F (5627.401308 sec): 3 clusters Score: Raw -2076770.062222 + Penalty 3156.978103 = -2073613.084119 nChanged 83 SP:Iteration 21Q (5627.459482 sec): 3 clusters Score: Raw -2076793.499841 + Penalty 3156.978103 = -2073636.521739 nChanged 83 SP:Iteration 22Q (5627.527576 sec): 3 clusters Score: Raw -2076816.838024 + Penalty 3156.978103 = -2073659.859922 nChanged 69 SP:Iteration 23Q (5627.599704 sec): 3 clusters Score: Raw -2076834.525013 + Penalty 3156.978103 = -2073677.546910 nChanged 67 SP:Iteration 24Q (5627.670999 sec): 3 clusters Score: Raw -2076853.760085 + Penalty 3156.978103 = -2073696.781983 nChanged 62 SP:Iteration 25Q (5627.735689 sec): 3 clusters Score: Raw -2076868.604827 + Penalty 3156.978103 = -2073711.626725 nChanged 53 SP:Iteration 26Q (5627.806233 sec): 3 clusters Score: Raw -2076882.037810 + Penalty 3156.978103 = -2073725.059708 nChanged 42 SP:Iteration 27Q (5627.877807 sec): 3 clusters Score: Raw -2076894.449840 + Penalty 3156.978103 = -2073737.471737 nChanged 43 SP:Iteration 28Q (5627.949635 sec): 3 clusters Score: Raw -2076906.355570 + Penalty 3156.978103 = -2073749.377467 nChanged 42 SP:Iteration 29Q (5628.012595 sec): 3 clusters Score: Raw -2076915.896430 + Penalty 3156.978103 = -2073758.918328 nChanged 38 SP:Iteration 30Q (5628.076988 sec): 3 clusters Score: Raw -2076923.703468 + Penalty 3156.978103 = -2073766.725366 nChanged 28 SP:Iteration 31Q (5628.149876 sec): 3 clusters Score: Raw -2076928.577381 + Penalty 3156.978103 = -2073771.599278 nChanged 27 SP:Iteration 32Q (5628.220590 sec): 3 clusters Score: Raw -2076933.904436 + Penalty 3156.978103 = -2073776.926333 nChanged 17 SP:Iteration 33Q (5628.302922 sec): 3 clusters Score: Raw -2076937.332270 + Penalty 3156.978103 = -2073780.354168 nChanged 15 SP:Iteration 34Q (5628.361420 sec): 3 clusters Score: Raw -2076940.996719 + Penalty 3156.978103 = -2073784.018617 nChanged 20 SP:Iteration 35Q (5628.434181 sec): 3 clusters Score: Raw -2076946.710808 + Penalty 3156.978103 = -2073789.732706 nChanged 22 SP:Iteration 36Q (5628.506960 sec): 3 clusters Score: Raw -2076950.171235 + Penalty 3156.978103 = -2073793.193133 nChanged 11 SP:Iteration 37Q (5628.576260 sec): 3 clusters Score: Raw -2076951.332101 + Penalty 3156.978103 = -2073794.353998 nChanged 6 SP:Iteration 38Q (5628.656665 sec): 3 clusters Score: Raw -2076952.506150 + Penalty 3156.978103 = -2073795.528048 nChanged 3 SP:Iteration 39Q (5628.714056 sec): 3 clusters Score: Raw -2076953.172874 + Penalty 3156.978103 = -2073796.194772 nChanged 5 SP:Iteration 40F (5628.791564 sec): 3 clusters Score: Raw -2076954.193134 + Penalty 3156.978103 = -2073797.215031 nChanged 9 SP:Iteration 41Q (5628.863001 sec): 3 clusters Score: Raw -2076955.665595 + Penalty 3156.978103 = -2073798.687493 nChanged 10 SP:Iteration 42Q (5628.932712 sec): 3 clusters Score: Raw -2076957.342986 + Penalty 3156.978103 = -2073800.364883 nChanged 9 SP:Iteration 43Q (5629.000070 sec): 3 clusters Score: Raw -2076959.505515 + Penalty 3156.978103 = -2073802.527412 nChanged 12 SP:Iteration 44Q (5629.074734 sec): 3 clusters Score: Raw -2076962.952545 + Penalty 3156.978103 = -2073805.974442 nChanged 11 SP:Iteration 45Q (5629.142858 sec): 3 clusters Score: Raw -2076965.148743 + Penalty 3156.978103 = -2073808.170640 nChanged 11 SP:Iteration 46Q (5629.205868 sec): 3 clusters Score: Raw -2076967.446098 + Penalty 3156.978103 = -2073810.467995 nChanged 17 SP:Iteration 47Q (5629.274643 sec): 3 clusters Score: Raw -2076971.331144 + Penalty 3156.978103 = -2073814.353042 nChanged 15 SP:Iteration 48Q (5629.348015 sec): 3 clusters Score: Raw -2076973.364795 + Penalty 3156.978103 = -2073816.386692 nChanged 9 SP:Iteration 49Q (5629.411231 sec): 3 clusters Score: Raw -2076974.876209 + Penalty 3156.978103 = -2073817.898107 nChanged 10 SP:Iteration 50Q (5629.485939 sec): 3 clusters Score: Raw -2076977.603860 + Penalty 3156.978103 = -2073820.625757 nChanged 9 SP:Iteration 51Q (5629.535059 sec): 3 clusters Score: Raw -2076979.402352 + Penalty 3156.978103 = -2073822.424249 nChanged 10 SP:Iteration 52Q (5629.610073 sec): 3 clusters Score: Raw -2076981.402586 + Penalty 3156.978103 = -2073824.424483 nChanged 6 SP:Iteration 53Q (5629.667189 sec): 3 clusters Score: Raw -2076982.617367 + Penalty 3156.978103 = -2073825.639265 nChanged 5 SP:Iteration 54Q (5629.733628 sec): 3 clusters Score: Raw -2076983.018922 + Penalty 3156.978103 = -2073826.040820 nChanged 2 SP:Iteration 55Q (5629.799735 sec): 3 clusters Score: Raw -2076983.316044 + Penalty 3156.978103 = -2073826.337941 nChanged 2 SP:Iteration 56Q (5629.873426 sec): 3 clusters Score: Raw -2076983.814122 + Penalty 3156.978103 = -2073826.836019 nChanged 3 SP:Iteration 57Q (5629.925251 sec): 3 clusters Score: Raw -2076984.905511 + Penalty 3156.978103 = -2073827.927409 nChanged 4 SP:Iteration 58Q (5629.991249 sec): 3 clusters Score: Raw -2076985.672258 + Penalty 3156.978103 = -2073828.694156 nChanged 7 SP:Iteration 59Q (5630.057136 sec): 3 clusters Score: Raw -2076986.417293 + Penalty 3156.978103 = -2073829.439191 nChanged 4 SP:Iteration 60F (5630.131224 sec): 3 clusters Score: Raw -2076987.277875 + Penalty 3156.978103 = -2073830.299772 nChanged 5 SP:Iteration 61Q (5630.188052 sec): 3 clusters Score: Raw -2076988.136308 + Penalty 3156.978103 = -2073831.158206 nChanged 4 SP:Iteration 62Q (5630.264928 sec): 3 clusters Score: Raw -2076988.771405 + Penalty 3156.978103 = -2073831.793303 nChanged 3 SP:Iteration 63Q (5630.326833 sec): 3 clusters Score: Raw -2076989.220712 + Penalty 3156.978103 = -2073832.242609 nChanged 2 SP:Iteration 64Q (5630.391342 sec): 3 clusters Score: Raw -2076989.472179 + Penalty 3156.978103 = -2073832.494076 nChanged 0 SP:Iteration 65F (5630.461840 sec): 3 clusters Score: Raw -2076989.472179 + Penalty 3156.978103 = -2073832.494076 nChanged 0 Trying to split cluster 20 (13071 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5630.492848 sec): 2 clusters Score: Raw -1505320.784250 + Penalty 1540.199589 = -1503780.584661 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5630.565523 sec): 3 clusters Score: Raw -1497848.979779 + Penalty 3080.399177 = -1494768.580602 nChanged 5761 SP:Iteration 1F (5630.628132 sec): 3 clusters Score: Raw -1501593.261818 + Penalty 3080.399177 = -1498512.862641 nChanged 1116 SP:Iteration 2F (5630.697912 sec): 3 clusters Score: Raw -1502621.422946 + Penalty 3080.399177 = -1499541.023769 nChanged 1150 SP:Iteration 3F (5630.765855 sec): 3 clusters Score: Raw -1503769.940498 + Penalty 3080.399177 = -1500689.541321 nChanged 1169 SP:Iteration 4F (5630.830944 sec): 3 clusters Score: Raw -1505003.991378 + Penalty 3080.399177 = -1501923.592201 nChanged 999 SP:Iteration 5F (5630.904779 sec): 3 clusters Score: Raw -1505897.215820 + Penalty 3080.399177 = -1502816.816642 nChanged 776 SP:Iteration 6F (5630.970603 sec): 3 clusters Score: Raw -1506383.703066 + Penalty 3080.399177 = -1503303.303888 nChanged 520 SP:Iteration 7Q (5631.036057 sec): 3 clusters Score: Raw -1506610.907761 + Penalty 3080.399177 = -1503530.508584 nChanged 350 SP:Iteration 8Q (5631.091060 sec): 3 clusters Score: Raw -1506720.458049 + Penalty 3080.399177 = -1503640.058872 nChanged 238 SP:Iteration 9Q (5631.161625 sec): 3 clusters Score: Raw -1506789.438823 + Penalty 3080.399177 = -1503709.039645 nChanged 159 SP:Iteration 10Q (5631.222208 sec): 3 clusters Score: Raw -1506824.674997 + Penalty 3080.399177 = -1503744.275820 nChanged 114 SP:Iteration 11Q (5631.290411 sec): 3 clusters Score: Raw -1506845.065555 + Penalty 3080.399177 = -1503764.666378 nChanged 93 SP:Iteration 12Q (5631.363935 sec): 3 clusters Score: Raw -1506860.500228 + Penalty 3080.399177 = -1503780.101051 nChanged 68 SP:Iteration 13Q (5631.430327 sec): 3 clusters Score: Raw -1506872.431787 + Penalty 3080.399177 = -1503792.032609 nChanged 66 SP:Iteration 14Q (5631.481700 sec): 3 clusters Score: Raw -1506882.165620 + Penalty 3080.399177 = -1503801.766442 nChanged 48 SP:Iteration 15Q (5631.555551 sec): 3 clusters Score: Raw -1506889.983349 + Penalty 3080.399177 = -1503809.584172 nChanged 52 SP:Iteration 16Q (5631.608916 sec): 3 clusters Score: Raw -1506896.675250 + Penalty 3080.399177 = -1503816.276073 nChanged 39 SP:Iteration 17Q (5631.675874 sec): 3 clusters Score: Raw -1506900.454071 + Penalty 3080.399177 = -1503820.054893 nChanged 34 SP:Iteration 18Q (5631.725632 sec): 3 clusters Score: Raw -1506904.333757 + Penalty 3080.399177 = -1503823.934579 nChanged 24 SP:Iteration 19Q (5631.792641 sec): 3 clusters Score: Raw -1506906.588272 + Penalty 3080.399177 = -1503826.189094 nChanged 19 SP:Iteration 20F (5631.842626 sec): 3 clusters Score: Raw -1506907.963342 + Penalty 3080.399177 = -1503827.564164 nChanged 11 SP:Iteration 21Q (5631.902330 sec): 3 clusters Score: Raw -1506908.932126 + Penalty 3080.399177 = -1503828.532948 nChanged 13 SP:Iteration 22Q (5631.970010 sec): 3 clusters Score: Raw -1506910.433544 + Penalty 3080.399177 = -1503830.034367 nChanged 12 SP:Iteration 23Q (5632.023892 sec): 3 clusters Score: Raw -1506911.596429 + Penalty 3080.399177 = -1503831.197252 nChanged 17 SP:Iteration 24Q (5632.083085 sec): 3 clusters Score: Raw -1506913.624633 + Penalty 3080.399177 = -1503833.225456 nChanged 22 SP:Iteration 25Q (5632.147050 sec): 3 clusters Score: Raw -1506915.442842 + Penalty 3080.399177 = -1503835.043664 nChanged 14 SP:Iteration 26Q (5632.209112 sec): 3 clusters Score: Raw -1506916.444767 + Penalty 3080.399177 = -1503836.045590 nChanged 6 SP:Iteration 27Q (5632.274468 sec): 3 clusters Score: Raw -1506916.891404 + Penalty 3080.399177 = -1503836.492227 nChanged 9 SP:Iteration 28Q (5632.344114 sec): 3 clusters Score: Raw -1506917.701917 + Penalty 3080.399177 = -1503837.302739 nChanged 5 SP:Iteration 29Q (5632.412443 sec): 3 clusters Score: Raw -1506918.011800 + Penalty 3080.399177 = -1503837.612623 nChanged 2 SP:Iteration 30Q (5632.483162 sec): 3 clusters Score: Raw -1506918.165787 + Penalty 3080.399177 = -1503837.766610 nChanged 3 SP:Iteration 31Q (5632.542381 sec): 3 clusters Score: Raw -1506918.275708 + Penalty 3080.399177 = -1503837.876531 nChanged 1 SP:Iteration 32Q (5632.623410 sec): 3 clusters Score: Raw -1506918.305952 + Penalty 3080.399177 = -1503837.906774 nChanged 1 SP:Iteration 33Q (5632.678422 sec): 3 clusters Score: Raw -1506918.376795 + Penalty 3080.399177 = -1503837.977617 nChanged 1 SP:Iteration 34Q (5632.751898 sec): 3 clusters Score: Raw -1506918.400957 + Penalty 3080.399177 = -1503838.001780 nChanged 1 SP:Iteration 35Q (5632.821018 sec): 3 clusters Score: Raw -1506918.442076 + Penalty 3080.399177 = -1503838.042898 nChanged 0 SP:Iteration 36F (5632.895197 sec): 3 clusters Score: Raw -1506918.442076 + Penalty 3080.399177 = -1503838.042898 nChanged 0 Score: Raw -99945793.977387 + Penalty 68289.204956 = -99877504.772431 Splitting cluster 20 changes total score from -99878109.983915 to -99877504.772431 So it's not getting split. Trying to split cluster 21 (2125 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5647.261085 sec): 2 clusters Score: Raw -292635.980827 + Penalty 1244.998151 = -291390.982676 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5647.307016 sec): 3 clusters Score: Raw -291702.318778 + Penalty 2489.996301 = -289212.322477 nChanged 786 SP:Iteration 1F (5647.362880 sec): 3 clusters Score: Raw -292132.173338 + Penalty 2489.996301 = -289642.177036 nChanged 161 SP:Iteration 2F (5647.409713 sec): 3 clusters Score: Raw -292242.217239 + Penalty 2489.996301 = -289752.220938 nChanged 107 SP:Iteration 3F (5647.448741 sec): 3 clusters Score: Raw -292303.575238 + Penalty 2489.996301 = -289813.578936 nChanged 71 SP:Iteration 4Q (5647.495888 sec): 3 clusters Score: Raw -292356.137931 + Penalty 2489.996301 = -289866.141629 nChanged 69 SP:Iteration 5Q (5647.553850 sec): 3 clusters Score: Raw -292401.864690 + Penalty 2489.996301 = -289911.868388 nChanged 63 SP:Iteration 6Q (5647.601195 sec): 3 clusters Score: Raw -292452.718750 + Penalty 2489.996301 = -289962.722449 nChanged 90 SP:Iteration 7Q (5647.634821 sec): 3 clusters Score: Raw -292530.740808 + Penalty 2489.996301 = -290040.744507 nChanged 90 SP:Iteration 8Q (5647.688825 sec): 3 clusters Score: Raw -292613.834008 + Penalty 2489.996301 = -290123.837706 nChanged 102 SP:Iteration 9Q (5647.739717 sec): 3 clusters Score: Raw -292730.159076 + Penalty 2489.996301 = -290240.162775 nChanged 98 SP:Iteration 10Q (5647.786321 sec): 3 clusters Score: Raw -292829.938263 + Penalty 2489.996301 = -290339.941962 nChanged 100 SP:Iteration 11Q (5647.831048 sec): 3 clusters Score: Raw -292941.130676 + Penalty 2489.996301 = -290451.134375 nChanged 71 SP:Iteration 12Q (5647.879231 sec): 3 clusters Score: Raw -293010.672639 + Penalty 2489.996301 = -290520.676338 nChanged 50 SP:Iteration 13Q (5647.924605 sec): 3 clusters Score: Raw -293054.074137 + Penalty 2489.996301 = -290564.077835 nChanged 45 SP:Iteration 14Q (5647.970282 sec): 3 clusters Score: Raw -293086.964156 + Penalty 2489.996301 = -290596.967855 nChanged 31 SP:Iteration 15Q (5648.016517 sec): 3 clusters Score: Raw -293113.287900 + Penalty 2489.996301 = -290623.291598 nChanged 27 SP:Iteration 16Q (5648.062034 sec): 3 clusters Score: Raw -293136.792902 + Penalty 2489.996301 = -290646.796601 nChanged 31 SP:Iteration 17Q (5648.107675 sec): 3 clusters Score: Raw -293160.963472 + Penalty 2489.996301 = -290670.967170 nChanged 15 SP:Iteration 18Q (5648.148901 sec): 3 clusters Score: Raw -293170.805532 + Penalty 2489.996301 = -290680.809230 nChanged 9 SP:Iteration 19Q (5648.187902 sec): 3 clusters Score: Raw -293179.094830 + Penalty 2489.996301 = -290689.098528 nChanged 5 SP:Iteration 20F (5648.243501 sec): 3 clusters Score: Raw -293182.813615 + Penalty 2489.996301 = -290692.817314 nChanged 5 SP:Iteration 21Q (5648.287247 sec): 3 clusters Score: Raw -293185.890234 + Penalty 2489.996301 = -290695.893933 nChanged 2 SP:Iteration 22Q (5648.329279 sec): 3 clusters Score: Raw -293187.880678 + Penalty 2489.996301 = -290697.884376 nChanged 2 SP:Iteration 23Q (5648.373310 sec): 3 clusters Score: Raw -293188.893046 + Penalty 2489.996301 = -290698.896744 nChanged 2 SP:Iteration 24Q (5648.424507 sec): 3 clusters Score: Raw -293189.820876 + Penalty 2489.996301 = -290699.824574 nChanged 1 SP:Iteration 25Q (5648.485577 sec): 3 clusters Score: Raw -293190.611700 + Penalty 2489.996301 = -290700.615398 nChanged 1 SP:Iteration 26Q (5648.531820 sec): 3 clusters Score: Raw -293191.078310 + Penalty 2489.996301 = -290701.082008 nChanged 0 SP:Iteration 27F (5648.574919 sec): 3 clusters Score: Raw -293191.078310 + Penalty 2489.996301 = -290701.082008 nChanged 0 Trying to split cluster 22 (14941 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5648.623584 sec): 2 clusters Score: Raw -1994965.227411 + Penalty 1561.927964 = -1993403.299448 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5648.683458 sec): 3 clusters Score: Raw -1986065.206511 + Penalty 3123.855927 = -1982941.350584 nChanged 6680 SP:Iteration 1F (5648.760637 sec): 3 clusters Score: Raw -1989959.916658 + Penalty 3123.855927 = -1986836.060731 nChanged 1115 SP:Iteration 2F (5648.826376 sec): 3 clusters Score: Raw -1990790.603302 + Penalty 3123.855927 = -1987666.747375 nChanged 1257 SP:Iteration 3F (5648.899330 sec): 3 clusters Score: Raw -1991946.220095 + Penalty 3123.855927 = -1988822.364168 nChanged 1326 SP:Iteration 4F (5648.981763 sec): 3 clusters Score: Raw -1993169.485046 + Penalty 3123.855927 = -1990045.629119 nChanged 1188 SP:Iteration 5F (5649.055359 sec): 3 clusters Score: Raw -1994165.789160 + Penalty 3123.855927 = -1991041.933233 nChanged 872 SP:Iteration 6F (5649.116975 sec): 3 clusters Score: Raw -1994761.838862 + Penalty 3123.855927 = -1991637.982935 nChanged 589 SP:Iteration 7Q (5649.193158 sec): 3 clusters Score: Raw -1995104.468889 + Penalty 3123.855927 = -1991980.612962 nChanged 395 SP:Iteration 8Q (5649.257281 sec): 3 clusters Score: Raw -1995316.622791 + Penalty 3123.855927 = -1992192.766864 nChanged 266 SP:Iteration 9Q (5649.335415 sec): 3 clusters Score: Raw -1995437.752050 + Penalty 3123.855927 = -1992313.896123 nChanged 212 SP:Iteration 10Q (5649.405972 sec): 3 clusters Score: Raw -1995533.046597 + Penalty 3123.855927 = -1992409.190670 nChanged 159 SP:Iteration 11Q (5649.474966 sec): 3 clusters Score: Raw -1995609.988351 + Penalty 3123.855927 = -1992486.132424 nChanged 125 SP:Iteration 12Q (5649.545204 sec): 3 clusters Score: Raw -1995663.941634 + Penalty 3123.855927 = -1992540.085707 nChanged 113 SP:Iteration 13Q (5649.613500 sec): 3 clusters Score: Raw -1995710.034625 + Penalty 3123.855927 = -1992586.178698 nChanged 94 SP:Iteration 14Q (5649.689228 sec): 3 clusters Score: Raw -1995741.862312 + Penalty 3123.855927 = -1992618.006385 nChanged 80 SP:Iteration 15Q (5649.753029 sec): 3 clusters Score: Raw -1995767.988295 + Penalty 3123.855927 = -1992644.132368 nChanged 84 SP:Iteration 16Q (5649.834336 sec): 3 clusters Score: Raw -1995789.883352 + Penalty 3123.855927 = -1992666.027425 nChanged 61 SP:Iteration 17Q (5649.885290 sec): 3 clusters Score: Raw -1995802.308975 + Penalty 3123.855927 = -1992678.453048 nChanged 53 SP:Iteration 18Q (5649.953042 sec): 3 clusters Score: Raw -1995814.758418 + Penalty 3123.855927 = -1992690.902491 nChanged 45 SP:Iteration 19Q (5650.013023 sec): 3 clusters Score: Raw -1995823.891695 + Penalty 3123.855927 = -1992700.035768 nChanged 45 SP:Iteration 20F (5650.076979 sec): 3 clusters Score: Raw -1995832.670232 + Penalty 3123.855927 = -1992708.814305 nChanged 35 SP:Iteration 21Q (5650.136599 sec): 3 clusters Score: Raw -1995838.642264 + Penalty 3123.855927 = -1992714.786337 nChanged 36 SP:Iteration 22Q (5650.196664 sec): 3 clusters Score: Raw -1995843.936000 + Penalty 3123.855927 = -1992720.080073 nChanged 28 SP:Iteration 23Q (5650.258306 sec): 3 clusters Score: Raw -1995849.468866 + Penalty 3123.855927 = -1992725.612939 nChanged 32 SP:Iteration 24Q (5650.317530 sec): 3 clusters Score: Raw -1995856.647309 + Penalty 3123.855927 = -1992732.791382 nChanged 30 SP:Iteration 25Q (5650.368056 sec): 3 clusters Score: Raw -1995863.504251 + Penalty 3123.855927 = -1992739.648324 nChanged 27 SP:Iteration 26Q (5650.436424 sec): 3 clusters Score: Raw -1995868.983151 + Penalty 3123.855927 = -1992745.127224 nChanged 25 SP:Iteration 27Q (5650.495259 sec): 3 clusters Score: Raw -1995873.671710 + Penalty 3123.855927 = -1992749.815783 nChanged 24 SP:Iteration 28Q (5650.553497 sec): 3 clusters Score: Raw -1995877.630376 + Penalty 3123.855927 = -1992753.774449 nChanged 22 SP:Iteration 29Q (5650.624877 sec): 3 clusters Score: Raw -1995881.698382 + Penalty 3123.855927 = -1992757.842455 nChanged 17 SP:Iteration 30Q (5650.685283 sec): 3 clusters Score: Raw -1995884.019843 + Penalty 3123.855927 = -1992760.163916 nChanged 18 SP:Iteration 31Q (5650.766245 sec): 3 clusters Score: Raw -1995887.572438 + Penalty 3123.855927 = -1992763.716511 nChanged 23 SP:Iteration 32Q (5650.836955 sec): 3 clusters Score: Raw -1995892.263008 + Penalty 3123.855927 = -1992768.407081 nChanged 30 SP:Iteration 33Q (5650.895653 sec): 3 clusters Score: Raw -1995896.223106 + Penalty 3123.855927 = -1992772.367179 nChanged 29 SP:Iteration 34Q (5650.966671 sec): 3 clusters Score: Raw -1995900.715751 + Penalty 3123.855927 = -1992776.859824 nChanged 24 SP:Iteration 35Q (5651.048457 sec): 3 clusters Score: Raw -1995903.886133 + Penalty 3123.855927 = -1992780.030206 nChanged 17 SP:Iteration 36Q (5651.113999 sec): 3 clusters Score: Raw -1995905.950216 + Penalty 3123.855927 = -1992782.094289 nChanged 16 SP:Iteration 37Q (5651.171533 sec): 3 clusters Score: Raw -1995908.472611 + Penalty 3123.855927 = -1992784.616684 nChanged 16 SP:Iteration 38Q (5651.244525 sec): 3 clusters Score: Raw -1995910.318680 + Penalty 3123.855927 = -1992786.462753 nChanged 8 SP:Iteration 39Q (5651.302158 sec): 3 clusters Score: Raw -1995911.952223 + Penalty 3123.855927 = -1992788.096296 nChanged 12 SP:Iteration 40F (5651.386600 sec): 3 clusters Score: Raw -1995914.185246 + Penalty 3123.855927 = -1992790.329319 nChanged 13 SP:Iteration 41Q (5651.450491 sec): 3 clusters Score: Raw -1995916.536254 + Penalty 3123.855927 = -1992792.680327 nChanged 11 SP:Iteration 42Q (5651.505178 sec): 3 clusters Score: Raw -1995918.100332 + Penalty 3123.855927 = -1992794.244405 nChanged 10 SP:Iteration 43Q (5651.575935 sec): 3 clusters Score: Raw -1995919.825082 + Penalty 3123.855927 = -1992795.969155 nChanged 10 SP:Iteration 44Q (5651.647329 sec): 3 clusters Score: Raw -1995921.240556 + Penalty 3123.855927 = -1992797.384629 nChanged 11 SP:Iteration 45Q (5651.704235 sec): 3 clusters Score: Raw -1995922.773519 + Penalty 3123.855927 = -1992798.917592 nChanged 14 SP:Iteration 46Q (5651.769846 sec): 3 clusters Score: Raw -1995925.409843 + Penalty 3123.855927 = -1992801.553916 nChanged 17 SP:Iteration 47Q (5651.837304 sec): 3 clusters Score: Raw -1995928.985120 + Penalty 3123.855927 = -1992805.129193 nChanged 17 SP:Iteration 48Q (5651.901315 sec): 3 clusters Score: Raw -1995931.524230 + Penalty 3123.855927 = -1992807.668303 nChanged 12 SP:Iteration 49Q (5651.969499 sec): 3 clusters Score: Raw -1995933.732380 + Penalty 3123.855927 = -1992809.876453 nChanged 16 SP:Iteration 50Q (5652.022539 sec): 3 clusters Score: Raw -1995937.106746 + Penalty 3123.855927 = -1992813.250819 nChanged 21 SP:Iteration 51Q (5652.085732 sec): 3 clusters Score: Raw -1995941.129598 + Penalty 3123.855927 = -1992817.273671 nChanged 25 SP:Iteration 52Q (5652.154047 sec): 3 clusters Score: Raw -1995945.050094 + Penalty 3123.855927 = -1992821.194167 nChanged 23 SP:Iteration 53Q (5652.223343 sec): 3 clusters Score: Raw -1995950.110761 + Penalty 3123.855927 = -1992826.254834 nChanged 28 SP:Iteration 54Q (5652.294985 sec): 3 clusters Score: Raw -1995955.023751 + Penalty 3123.855927 = -1992831.167824 nChanged 28 SP:Iteration 55Q (5652.365790 sec): 3 clusters Score: Raw -1995960.101339 + Penalty 3123.855927 = -1992836.245412 nChanged 20 SP:Iteration 56Q (5652.422637 sec): 3 clusters Score: Raw -1995963.693504 + Penalty 3123.855927 = -1992839.837577 nChanged 20 SP:Iteration 57Q (5652.489027 sec): 3 clusters Score: Raw -1995967.478664 + Penalty 3123.855927 = -1992843.622737 nChanged 21 SP:Iteration 58Q (5652.565182 sec): 3 clusters Score: Raw -1995971.109792 + Penalty 3123.855927 = -1992847.253864 nChanged 16 SP:Iteration 59Q (5652.635999 sec): 3 clusters Score: Raw -1995973.794029 + Penalty 3123.855927 = -1992849.938102 nChanged 13 SP:Iteration 60F (5652.706214 sec): 3 clusters Score: Raw -1995976.021188 + Penalty 3123.855927 = -1992852.165261 nChanged 21 SP:Iteration 61Q (5652.776122 sec): 3 clusters Score: Raw -1995979.203614 + Penalty 3123.855927 = -1992855.347687 nChanged 15 SP:Iteration 62Q (5652.842094 sec): 3 clusters Score: Raw -1995981.467229 + Penalty 3123.855927 = -1992857.611302 nChanged 17 SP:Iteration 63Q (5652.916401 sec): 3 clusters Score: Raw -1995984.863932 + Penalty 3123.855927 = -1992861.008005 nChanged 16 SP:Iteration 64Q (5652.991106 sec): 3 clusters Score: Raw -1995987.918718 + Penalty 3123.855927 = -1992864.062791 nChanged 15 SP:Iteration 65Q (5653.050039 sec): 3 clusters Score: Raw -1995990.145865 + Penalty 3123.855927 = -1992866.289938 nChanged 15 SP:Iteration 66Q (5653.122088 sec): 3 clusters Score: Raw -1995992.721710 + Penalty 3123.855927 = -1992868.865783 nChanged 15 SP:Iteration 67Q (5653.187576 sec): 3 clusters Score: Raw -1995995.145711 + Penalty 3123.855927 = -1992871.289784 nChanged 18 SP:Iteration 68Q (5653.247564 sec): 3 clusters Score: Raw -1995997.844604 + Penalty 3123.855927 = -1992873.988677 nChanged 16 SP:Iteration 69Q (5653.314989 sec): 3 clusters Score: Raw -1995999.935326 + Penalty 3123.855927 = -1992876.079399 nChanged 14 SP:Iteration 70Q (5653.383218 sec): 3 clusters Score: Raw -1996001.994552 + Penalty 3123.855927 = -1992878.138625 nChanged 15 SP:Iteration 71Q (5653.452614 sec): 3 clusters Score: Raw -1996004.622741 + Penalty 3123.855927 = -1992880.766814 nChanged 13 SP:Iteration 72Q (5653.512313 sec): 3 clusters Score: Raw -1996006.546093 + Penalty 3123.855927 = -1992882.690165 nChanged 13 SP:Iteration 73Q (5653.576689 sec): 3 clusters Score: Raw -1996008.853196 + Penalty 3123.855927 = -1992884.997269 nChanged 10 SP:Iteration 74Q (5653.642837 sec): 3 clusters Score: Raw -1996010.382873 + Penalty 3123.855927 = -1992886.526946 nChanged 8 SP:Iteration 75Q (5653.707885 sec): 3 clusters Score: Raw -1996011.363344 + Penalty 3123.855927 = -1992887.507417 nChanged 3 SP:Iteration 76Q (5653.774253 sec): 3 clusters Score: Raw -1996011.751243 + Penalty 3123.855927 = -1992887.895316 nChanged 4 SP:Iteration 77Q (5653.839804 sec): 3 clusters Score: Raw -1996012.415518 + Penalty 3123.855927 = -1992888.559591 nChanged 2 SP:Iteration 78Q (5653.896097 sec): 3 clusters Score: Raw -1996012.662031 + Penalty 3123.855927 = -1992888.806104 nChanged 0 SP:Iteration 79F (5653.965622 sec): 3 clusters Score: Raw -1996012.662031 + Penalty 3123.855927 = -1992888.806104 nChanged 0 Trying to split cluster 23 (108878 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5654.143050 sec): 2 clusters Score: Raw -14739644.922445 + Penalty 1884.672281 = -14737760.250163 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5654.369560 sec): 3 clusters Score: Raw -14668472.076141 + Penalty 3769.344562 = -14664702.731579 nChanged 52231 SP:Iteration 1F (5654.597234 sec): 3 clusters Score: Raw -14698842.852084 + Penalty 3769.344562 = -14695073.507522 nChanged 3182 SP:Iteration 2Q (5654.826963 sec): 3 clusters Score: Raw -14699491.690991 + Penalty 3769.344562 = -14695722.346429 nChanged 3242 SP:Iteration 3Q (5655.062625 sec): 3 clusters Score: Raw -14700294.874454 + Penalty 3769.344562 = -14696525.529892 nChanged 3580 SP:Iteration 4Q (5655.288817 sec): 3 clusters Score: Raw -14701419.459971 + Penalty 3769.344562 = -14697650.115409 nChanged 4133 SP:Iteration 5Q (5655.509229 sec): 3 clusters Score: Raw -14702999.267234 + Penalty 3769.344562 = -14699229.922671 nChanged 4857 SP:Iteration 6Q (5655.728829 sec): 3 clusters Score: Raw -14705243.440341 + Penalty 3769.344562 = -14701474.095779 nChanged 5588 SP:Iteration 7F (5655.945643 sec): 3 clusters Score: Raw -14708216.874954 + Penalty 3769.344562 = -14704447.530392 nChanged 6201 SP:Iteration 8F (5656.153505 sec): 3 clusters Score: Raw -14711798.722708 + Penalty 3769.344562 = -14708029.378146 nChanged 6693 SP:Iteration 9F (5656.366162 sec): 3 clusters Score: Raw -14715949.322577 + Penalty 3769.344562 = -14712179.978015 nChanged 6636 SP:Iteration 10F (5656.573316 sec): 3 clusters Score: Raw -14720066.853145 + Penalty 3769.344562 = -14716297.508582 nChanged 6089 SP:Iteration 11F (5656.773546 sec): 3 clusters Score: Raw -14723663.001732 + Penalty 3769.344562 = -14719893.657169 nChanged 5028 SP:Iteration 12Q (5656.995105 sec): 3 clusters Score: Raw -14726398.501688 + Penalty 3769.344562 = -14722629.157126 nChanged 3897 SP:Iteration 13Q (5657.218569 sec): 3 clusters Score: Raw -14728073.818637 + Penalty 3769.344562 = -14724304.474075 nChanged 2657 SP:Iteration 14Q (5657.439427 sec): 3 clusters Score: Raw -14728815.377942 + Penalty 3769.344562 = -14725046.033380 nChanged 1709 SP:Iteration 15Q (5657.657969 sec): 3 clusters Score: Raw -14729160.157214 + Penalty 3769.344562 = -14725390.812652 nChanged 1235 SP:Iteration 16Q (5657.870190 sec): 3 clusters Score: Raw -14729366.394221 + Penalty 3769.344562 = -14725597.049658 nChanged 981 SP:Iteration 17Q (5658.075735 sec): 3 clusters Score: Raw -14729510.702246 + Penalty 3769.344562 = -14725741.357684 nChanged 846 SP:Iteration 18Q (5658.290902 sec): 3 clusters Score: Raw -14729623.638415 + Penalty 3769.344562 = -14725854.293852 nChanged 684 SP:Iteration 19Q (5658.514354 sec): 3 clusters Score: Raw -14729704.641025 + Penalty 3769.344562 = -14725935.296463 nChanged 641 SP:Iteration 20F (5658.734944 sec): 3 clusters Score: Raw -14729770.001702 + Penalty 3769.344562 = -14726000.657140 nChanged 557 SP:Iteration 21Q (5658.962273 sec): 3 clusters Score: Raw -14729826.689891 + Penalty 3769.344562 = -14726057.345329 nChanged 514 SP:Iteration 22Q (5659.175200 sec): 3 clusters Score: Raw -14729878.315569 + Penalty 3769.344562 = -14726108.971007 nChanged 480 SP:Iteration 23Q (5659.406917 sec): 3 clusters Score: Raw -14729918.811080 + Penalty 3769.344562 = -14726149.466518 nChanged 425 SP:Iteration 24Q (5659.621410 sec): 3 clusters Score: Raw -14729952.590024 + Penalty 3769.344562 = -14726183.245462 nChanged 415 SP:Iteration 25Q (5659.831509 sec): 3 clusters Score: Raw -14729985.580244 + Penalty 3769.344562 = -14726216.235682 nChanged 383 SP:Iteration 26Q (5660.041437 sec): 3 clusters Score: Raw -14730015.090922 + Penalty 3769.344562 = -14726245.746360 nChanged 372 SP:Iteration 27Q (5660.253520 sec): 3 clusters Score: Raw -14730041.861122 + Penalty 3769.344562 = -14726272.516560 nChanged 344 SP:Iteration 28Q (5660.474001 sec): 3 clusters Score: Raw -14730063.742687 + Penalty 3769.344562 = -14726294.398124 nChanged 310 SP:Iteration 29Q (5660.681024 sec): 3 clusters Score: Raw -14730084.601515 + Penalty 3769.344562 = -14726315.256953 nChanged 316 SP:Iteration 30Q (5660.898727 sec): 3 clusters Score: Raw -14730108.862334 + Penalty 3769.344562 = -14726339.517772 nChanged 312 SP:Iteration 31Q (5661.104534 sec): 3 clusters Score: Raw -14730130.942313 + Penalty 3769.344562 = -14726361.597750 nChanged 300 SP:Iteration 32Q (5661.312283 sec): 3 clusters Score: Raw -14730149.363088 + Penalty 3769.344562 = -14726380.018526 nChanged 280 SP:Iteration 33Q (5661.519991 sec): 3 clusters Score: Raw -14730167.806734 + Penalty 3769.344562 = -14726398.462172 nChanged 298 SP:Iteration 34Q (5661.734576 sec): 3 clusters Score: Raw -14730187.068519 + Penalty 3769.344562 = -14726417.723957 nChanged 296 SP:Iteration 35Q (5661.949896 sec): 3 clusters Score: Raw -14730205.354232 + Penalty 3769.344562 = -14726436.009670 nChanged 280 SP:Iteration 36Q (5662.164082 sec): 3 clusters Score: Raw -14730223.436996 + Penalty 3769.344562 = -14726454.092434 nChanged 286 SP:Iteration 37Q (5662.377452 sec): 3 clusters Score: Raw -14730241.998773 + Penalty 3769.344562 = -14726472.654211 nChanged 263 SP:Iteration 38Q (5662.585437 sec): 3 clusters Score: Raw -14730258.515758 + Penalty 3769.344562 = -14726489.171196 nChanged 270 SP:Iteration 39Q (5662.803680 sec): 3 clusters Score: Raw -14730274.950964 + Penalty 3769.344562 = -14726505.606402 nChanged 266 SP:Iteration 40F (5663.026973 sec): 3 clusters Score: Raw -14730291.426628 + Penalty 3769.344562 = -14726522.082066 nChanged 264 SP:Iteration 41Q (5663.248246 sec): 3 clusters Score: Raw -14730306.462676 + Penalty 3769.344562 = -14726537.118114 nChanged 256 SP:Iteration 42Q (5663.459016 sec): 3 clusters Score: Raw -14730322.967916 + Penalty 3769.344562 = -14726553.623353 nChanged 291 SP:Iteration 43Q (5663.668705 sec): 3 clusters Score: Raw -14730343.771985 + Penalty 3769.344562 = -14726574.427423 nChanged 317 SP:Iteration 44Q (5663.878077 sec): 3 clusters Score: Raw -14730366.957260 + Penalty 3769.344562 = -14726597.612697 nChanged 343 SP:Iteration 45Q (5664.085310 sec): 3 clusters Score: Raw -14730394.136198 + Penalty 3769.344562 = -14726624.791636 nChanged 373 SP:Iteration 46Q (5664.297624 sec): 3 clusters Score: Raw -14730424.564040 + Penalty 3769.344562 = -14726655.219478 nChanged 389 SP:Iteration 47Q (5664.509312 sec): 3 clusters Score: Raw -14730456.113695 + Penalty 3769.344562 = -14726686.769133 nChanged 379 SP:Iteration 48Q (5664.735484 sec): 3 clusters Score: Raw -14730488.102248 + Penalty 3769.344562 = -14726718.757686 nChanged 393 SP:Iteration 49Q (5664.965298 sec): 3 clusters Score: Raw -14730525.912966 + Penalty 3769.344562 = -14726756.568404 nChanged 472 SP:Iteration 50Q (5665.201062 sec): 3 clusters Score: Raw -14730575.803246 + Penalty 3769.344562 = -14726806.458684 nChanged 504 SP:Iteration 51Q (5665.436046 sec): 3 clusters Score: Raw -14730630.791447 + Penalty 3769.344562 = -14726861.446885 nChanged 486 SP:Iteration 52Q (5665.668278 sec): 3 clusters Score: Raw -14730683.612979 + Penalty 3769.344562 = -14726914.268417 nChanged 500 SP:Iteration 53Q (5665.893867 sec): 3 clusters Score: Raw -14730735.661169 + Penalty 3769.344562 = -14726966.316607 nChanged 505 SP:Iteration 54Q (5666.116159 sec): 3 clusters Score: Raw -14730792.766994 + Penalty 3769.344562 = -14727023.422432 nChanged 512 SP:Iteration 55Q (5666.339424 sec): 3 clusters Score: Raw -14730851.796832 + Penalty 3769.344562 = -14727082.452270 nChanged 564 SP:Iteration 56Q (5666.551007 sec): 3 clusters Score: Raw -14730918.717261 + Penalty 3769.344562 = -14727149.372699 nChanged 608 SP:Iteration 57Q (5666.764302 sec): 3 clusters Score: Raw -14730990.192932 + Penalty 3769.344562 = -14727220.848370 nChanged 597 SP:Iteration 58Q (5666.983703 sec): 3 clusters Score: Raw -14731059.398607 + Penalty 3769.344562 = -14727290.054045 nChanged 596 SP:Iteration 59Q (5667.210537 sec): 3 clusters Score: Raw -14731128.634253 + Penalty 3769.344562 = -14727359.289690 nChanged 648 SP:Iteration 60F (5667.424874 sec): 3 clusters Score: Raw -14731206.943015 + Penalty 3769.344562 = -14727437.598453 nChanged 609 SP:Iteration 61Q (5667.637938 sec): 3 clusters Score: Raw -14731279.651835 + Penalty 3769.344562 = -14727510.307273 nChanged 648 SP:Iteration 62Q (5667.846550 sec): 3 clusters Score: Raw -14731358.110453 + Penalty 3769.344562 = -14727588.765890 nChanged 652 SP:Iteration 63Q (5668.054000 sec): 3 clusters Score: Raw -14731440.983541 + Penalty 3769.344562 = -14727671.638978 nChanged 695 SP:Iteration 64Q (5668.269632 sec): 3 clusters Score: Raw -14731528.405369 + Penalty 3769.344562 = -14727759.060807 nChanged 681 SP:Iteration 65Q (5668.474988 sec): 3 clusters Score: Raw -14731615.720279 + Penalty 3769.344562 = -14727846.375717 nChanged 693 SP:Iteration 66Q (5668.691960 sec): 3 clusters Score: Raw -14731702.747960 + Penalty 3769.344562 = -14727933.403398 nChanged 699 SP:Iteration 67Q (5668.905185 sec): 3 clusters Score: Raw -14731788.645994 + Penalty 3769.344562 = -14728019.301431 nChanged 673 SP:Iteration 68Q (5669.134361 sec): 3 clusters Score: Raw -14731871.158662 + Penalty 3769.344562 = -14728101.814100 nChanged 702 SP:Iteration 69Q (5669.359628 sec): 3 clusters Score: Raw -14731961.908026 + Penalty 3769.344562 = -14728192.563464 nChanged 726 SP:Iteration 70Q (5669.570172 sec): 3 clusters Score: Raw -14732061.785526 + Penalty 3769.344562 = -14728292.440964 nChanged 796 SP:Iteration 71Q (5669.780304 sec): 3 clusters Score: Raw -14732183.477152 + Penalty 3769.344562 = -14728414.132590 nChanged 855 SP:Iteration 72Q (5669.986891 sec): 3 clusters Score: Raw -14732317.699436 + Penalty 3769.344562 = -14728548.354873 nChanged 853 SP:Iteration 73Q (5670.194364 sec): 3 clusters Score: Raw -14732458.107146 + Penalty 3769.344562 = -14728688.762584 nChanged 869 SP:Iteration 74Q (5670.395477 sec): 3 clusters Score: Raw -14732604.329957 + Penalty 3769.344562 = -14728834.985395 nChanged 920 SP:Iteration 75Q (5670.594183 sec): 3 clusters Score: Raw -14732765.350470 + Penalty 3769.344562 = -14728996.005908 nChanged 977 SP:Iteration 76Q (5670.786906 sec): 3 clusters Score: Raw -14732943.161738 + Penalty 3769.344562 = -14729173.817176 nChanged 955 SP:Iteration 77Q (5670.994377 sec): 3 clusters Score: Raw -14733122.174818 + Penalty 3769.344562 = -14729352.830255 nChanged 998 SP:Iteration 78Q (5671.202730 sec): 3 clusters Score: Raw -14733325.740932 + Penalty 3769.344562 = -14729556.396369 nChanged 1038 SP:Iteration 79Q (5671.404854 sec): 3 clusters Score: Raw -14733552.663490 + Penalty 3769.344562 = -14729783.318928 nChanged 1059 SP:Iteration 80F (5671.627185 sec): 3 clusters Score: Raw -14733793.713449 + Penalty 3769.344562 = -14730024.368887 nChanged 1059 SP:Iteration 81Q (5671.829532 sec): 3 clusters Score: Raw -14734024.697336 + Penalty 3769.344562 = -14730255.352774 nChanged 1021 SP:Iteration 82Q (5672.052630 sec): 3 clusters Score: Raw -14734249.936063 + Penalty 3769.344562 = -14730480.591501 nChanged 980 SP:Iteration 83Q (5672.248746 sec): 3 clusters Score: Raw -14734460.624636 + Penalty 3769.344562 = -14730691.280074 nChanged 926 SP:Iteration 84Q (5672.447317 sec): 3 clusters Score: Raw -14734662.901037 + Penalty 3769.344562 = -14730893.556475 nChanged 901 SP:Iteration 85Q (5672.644221 sec): 3 clusters Score: Raw -14734864.982572 + Penalty 3769.344562 = -14731095.638010 nChanged 903 SP:Iteration 86Q (5672.837180 sec): 3 clusters Score: Raw -14735072.814144 + Penalty 3769.344562 = -14731303.469582 nChanged 934 SP:Iteration 87Q (5673.026031 sec): 3 clusters Score: Raw -14735306.456797 + Penalty 3769.344562 = -14731537.112235 nChanged 940 SP:Iteration 88Q (5673.213736 sec): 3 clusters Score: Raw -14735546.088417 + Penalty 3769.344562 = -14731776.743855 nChanged 906 SP:Iteration 89Q (5673.398571 sec): 3 clusters Score: Raw -14735773.315518 + Penalty 3769.344562 = -14732003.970956 nChanged 872 SP:Iteration 90Q (5673.573616 sec): 3 clusters Score: Raw -14735990.437614 + Penalty 3769.344562 = -14732221.093052 nChanged 826 SP:Iteration 91Q (5673.765788 sec): 3 clusters Score: Raw -14736200.119316 + Penalty 3769.344562 = -14732430.774754 nChanged 820 SP:Iteration 92Q (5673.946599 sec): 3 clusters Score: Raw -14736410.774536 + Penalty 3769.344562 = -14732641.429974 nChanged 824 SP:Iteration 93Q (5674.130092 sec): 3 clusters Score: Raw -14736625.334036 + Penalty 3769.344562 = -14732855.989474 nChanged 837 SP:Iteration 94Q (5674.308857 sec): 3 clusters Score: Raw -14736857.835514 + Penalty 3769.344562 = -14733088.490951 nChanged 823 SP:Iteration 95Q (5674.490181 sec): 3 clusters Score: Raw -14737093.072276 + Penalty 3769.344562 = -14733323.727714 nChanged 846 SP:Iteration 96Q (5674.694088 sec): 3 clusters Score: Raw -14737333.120120 + Penalty 3769.344562 = -14733563.775558 nChanged 790 SP:Iteration 97Q (5674.874834 sec): 3 clusters Score: Raw -14737561.813647 + Penalty 3769.344562 = -14733792.469085 nChanged 758 SP:Iteration 98Q (5675.069093 sec): 3 clusters Score: Raw -14737781.214989 + Penalty 3769.344562 = -14734011.870426 nChanged 726 SP:Iteration 99Q (5675.260401 sec): 3 clusters Score: Raw -14737988.531322 + Penalty 3769.344562 = -14734219.186760 nChanged 674 SP:Iteration 100F (5675.461157 sec): 3 clusters Score: Raw -14738179.775787 + Penalty 3769.344562 = -14734410.431225 nChanged 641 SP:Iteration 101Q (5675.641124 sec): 3 clusters Score: Raw -14738354.921736 + Penalty 3769.344562 = -14734585.577173 nChanged 555 SP:Iteration 102Q (5675.832866 sec): 3 clusters Score: Raw -14738499.932150 + Penalty 3769.344562 = -14734730.587588 nChanged 504 SP:Iteration 103Q (5676.026307 sec): 3 clusters Score: Raw -14738631.280466 + Penalty 3769.344562 = -14734861.935904 nChanged 480 SP:Iteration 104Q (5676.202870 sec): 3 clusters Score: Raw -14738755.114023 + Penalty 3769.344562 = -14734985.769461 nChanged 453 SP:Iteration 105Q (5676.393331 sec): 3 clusters Score: Raw -14738881.972236 + Penalty 3769.344562 = -14735112.627674 nChanged 460 SP:Iteration 106Q (5676.576083 sec): 3 clusters Score: Raw -14739010.097986 + Penalty 3769.344562 = -14735240.753424 nChanged 421 SP:Iteration 107Q (5676.762523 sec): 3 clusters Score: Raw -14739127.072716 + Penalty 3769.344562 = -14735357.728154 nChanged 360 SP:Iteration 108Q (5676.951981 sec): 3 clusters Score: Raw -14739225.159775 + Penalty 3769.344562 = -14735455.815212 nChanged 333 SP:Iteration 109Q (5677.137628 sec): 3 clusters Score: Raw -14739311.047086 + Penalty 3769.344562 = -14735541.702524 nChanged 293 SP:Iteration 110Q (5677.317696 sec): 3 clusters Score: Raw -14739384.413808 + Penalty 3769.344562 = -14735615.069245 nChanged 268 SP:Iteration 111Q (5677.499511 sec): 3 clusters Score: Raw -14739454.807517 + Penalty 3769.344562 = -14735685.462955 nChanged 249 SP:Iteration 112Q (5677.683266 sec): 3 clusters Score: Raw -14739522.023590 + Penalty 3769.344562 = -14735752.679027 nChanged 220 SP:Iteration 113Q (5677.863686 sec): 3 clusters Score: Raw -14739579.194952 + Penalty 3769.344562 = -14735809.850390 nChanged 214 SP:Iteration 114Q (5678.048067 sec): 3 clusters Score: Raw -14739631.504570 + Penalty 3769.344562 = -14735862.160007 nChanged 183 SP:Iteration 115Q (5678.213839 sec): 3 clusters Score: Raw -14739676.829511 + Penalty 3769.344562 = -14735907.484949 nChanged 175 SP:Iteration 116Q (5678.384521 sec): 3 clusters Score: Raw -14739720.086782 + Penalty 3769.344562 = -14735950.742220 nChanged 144 SP:Iteration 117Q (5678.567474 sec): 3 clusters Score: Raw -14739756.709678 + Penalty 3769.344562 = -14735987.365116 nChanged 134 SP:Iteration 118Q (5678.748337 sec): 3 clusters Score: Raw -14739787.579420 + Penalty 3769.344562 = -14736018.234858 nChanged 117 SP:Iteration 119Q (5678.936400 sec): 3 clusters Score: Raw -14739814.722929 + Penalty 3769.344562 = -14736045.378367 nChanged 115 SP:Iteration 120F (5679.148426 sec): 3 clusters Score: Raw -14739845.606308 + Penalty 3769.344562 = -14736076.261746 nChanged 109 SP:Iteration 121Q (5679.312517 sec): 3 clusters Score: Raw -14739880.344237 + Penalty 3769.344562 = -14736110.999675 nChanged 120 SP:Iteration 122Q (5679.496331 sec): 3 clusters Score: Raw -14739922.124260 + Penalty 3769.344562 = -14736152.779698 nChanged 91 SP:Iteration 123Q (5679.683249 sec): 3 clusters Score: Raw -14739948.510121 + Penalty 3769.344562 = -14736179.165559 nChanged 75 SP:Iteration 124Q (5679.848902 sec): 3 clusters Score: Raw -14739967.552651 + Penalty 3769.344562 = -14736198.208089 nChanged 66 SP:Iteration 125Q (5680.013643 sec): 3 clusters Score: Raw -14739985.864381 + Penalty 3769.344562 = -14736216.519819 nChanged 69 SP:Iteration 126Q (5680.184630 sec): 3 clusters Score: Raw -14740006.052422 + Penalty 3769.344562 = -14736236.707860 nChanged 59 SP:Iteration 127Q (5680.357458 sec): 3 clusters Score: Raw -14740022.220778 + Penalty 3769.344562 = -14736252.876215 nChanged 35 SP:Iteration 128Q (5680.537519 sec): 3 clusters Score: Raw -14740028.952632 + Penalty 3769.344562 = -14736259.608070 nChanged 30 SP:Iteration 129Q (5680.712992 sec): 3 clusters Score: Raw -14740034.045994 + Penalty 3769.344562 = -14736264.701432 nChanged 31 SP:Iteration 130Q (5680.884296 sec): 3 clusters Score: Raw -14740040.696542 + Penalty 3769.344562 = -14736271.351980 nChanged 32 SP:Iteration 131Q (5681.053838 sec): 3 clusters Score: Raw -14740047.398274 + Penalty 3769.344562 = -14736278.053712 nChanged 34 SP:Iteration 132Q (5681.235043 sec): 3 clusters Score: Raw -14740055.710371 + Penalty 3769.344562 = -14736286.365809 nChanged 33 SP:Iteration 133Q (5681.416355 sec): 3 clusters Score: Raw -14740063.354236 + Penalty 3769.344562 = -14736294.009674 nChanged 25 SP:Iteration 134Q (5681.583820 sec): 3 clusters Score: Raw -14740068.565143 + Penalty 3769.344562 = -14736299.220581 nChanged 20 SP:Iteration 135Q (5681.746454 sec): 3 clusters Score: Raw -14740073.966022 + Penalty 3769.344562 = -14736304.621460 nChanged 21 SP:Iteration 136Q (5681.914504 sec): 3 clusters Score: Raw -14740077.677797 + Penalty 3769.344562 = -14736308.333235 nChanged 15 SP:Iteration 137Q (5682.081032 sec): 3 clusters Score: Raw -14740080.253866 + Penalty 3769.344562 = -14736310.909303 nChanged 12 SP:Iteration 138Q (5682.251550 sec): 3 clusters Score: Raw -14740082.111547 + Penalty 3769.344562 = -14736312.766985 nChanged 8 SP:Iteration 139Q (5682.413274 sec): 3 clusters Score: Raw -14740083.622601 + Penalty 3769.344562 = -14736314.278039 nChanged 10 SP:Iteration 140F (5682.615433 sec): 3 clusters Score: Raw -14740085.154649 + Penalty 3769.344562 = -14736315.810087 nChanged 14 SP:Iteration 141Q (5682.782181 sec): 3 clusters Score: Raw -14740087.982364 + Penalty 3769.344562 = -14736318.637802 nChanged 8 SP:Iteration 142Q (5682.978445 sec): 3 clusters Score: Raw -14740089.127271 + Penalty 3769.344562 = -14736319.782708 nChanged 8 SP:Iteration 143Q (5683.159690 sec): 3 clusters Score: Raw -14740090.873064 + Penalty 3769.344562 = -14736321.528501 nChanged 7 SP:Iteration 144Q (5683.335478 sec): 3 clusters Score: Raw -14740092.595375 + Penalty 3769.344562 = -14736323.250813 nChanged 8 SP:Iteration 145Q (5683.520384 sec): 3 clusters Score: Raw -14740094.705842 + Penalty 3769.344562 = -14736325.361280 nChanged 9 SP:Iteration 146Q (5683.703058 sec): 3 clusters Score: Raw -14740096.448422 + Penalty 3769.344562 = -14736327.103860 nChanged 15 SP:Iteration 147Q (5683.884375 sec): 3 clusters Score: Raw -14740099.742684 + Penalty 3769.344562 = -14736330.398122 nChanged 11 SP:Iteration 148Q (5684.058920 sec): 3 clusters Score: Raw -14740101.942796 + Penalty 3769.344562 = -14736332.598234 nChanged 13 SP:Iteration 149Q (5684.231978 sec): 3 clusters Score: Raw -14740105.154416 + Penalty 3769.344562 = -14736335.809854 nChanged 13 SP:Iteration 150Q (5684.394814 sec): 3 clusters Score: Raw -14740107.919221 + Penalty 3769.344562 = -14736338.574659 nChanged 13 SP:Iteration 151Q (5684.561917 sec): 3 clusters Score: Raw -14740109.877644 + Penalty 3769.344562 = -14736340.533082 nChanged 7 SP:Iteration 152Q (5684.740841 sec): 3 clusters Score: Raw -14740111.451193 + Penalty 3769.344562 = -14736342.106631 nChanged 10 SP:Iteration 153Q (5684.916309 sec): 3 clusters Score: Raw -14740113.408781 + Penalty 3769.344562 = -14736344.064219 nChanged 12 SP:Iteration 154Q (5685.080299 sec): 3 clusters Score: Raw -14740116.411690 + Penalty 3769.344562 = -14736347.067128 nChanged 13 SP:Iteration 155Q (5685.242557 sec): 3 clusters Score: Raw -14740118.919354 + Penalty 3769.344562 = -14736349.574792 nChanged 9 SP:Iteration 156Q (5685.410930 sec): 3 clusters Score: Raw -14740121.328964 + Penalty 3769.344562 = -14736351.984402 nChanged 15 SP:Iteration 157Q (5685.581013 sec): 3 clusters Score: Raw -14740125.434170 + Penalty 3769.344562 = -14736356.089608 nChanged 17 SP:Iteration 158Q (5685.747611 sec): 3 clusters Score: Raw -14740129.560556 + Penalty 3769.344562 = -14736360.215994 nChanged 14 SP:Iteration 159Q (5685.917658 sec): 3 clusters Score: Raw -14740133.322124 + Penalty 3769.344562 = -14736363.977562 nChanged 8 SP:Iteration 160F (5686.118237 sec): 3 clusters Score: Raw -14740134.981869 + Penalty 3769.344562 = -14736365.637307 nChanged 10 SP:Iteration 161Q (5686.293576 sec): 3 clusters Score: Raw -14740138.101694 + Penalty 3769.344562 = -14736368.757132 nChanged 11 SP:Iteration 162Q (5686.456393 sec): 3 clusters Score: Raw -14740141.870562 + Penalty 3769.344562 = -14736372.526000 nChanged 12 SP:Iteration 163Q (5686.631690 sec): 3 clusters Score: Raw -14740144.132391 + Penalty 3769.344562 = -14736374.787829 nChanged 11 SP:Iteration 164Q (5686.813024 sec): 3 clusters Score: Raw -14740146.174090 + Penalty 3769.344562 = -14736376.829528 nChanged 5 SP:Iteration 165Q (5686.988291 sec): 3 clusters Score: Raw -14740147.002504 + Penalty 3769.344562 = -14736377.657942 nChanged 3 SP:Iteration 166Q (5687.154663 sec): 3 clusters Score: Raw -14740147.627309 + Penalty 3769.344562 = -14736378.282747 nChanged 2 SP:Iteration 167Q (5687.318706 sec): 3 clusters Score: Raw -14740147.929237 + Penalty 3769.344562 = -14736378.584675 nChanged 2 SP:Iteration 168Q (5687.486704 sec): 3 clusters Score: Raw -14740148.625675 + Penalty 3769.344562 = -14736379.281113 nChanged 4 SP:Iteration 169Q (5687.657717 sec): 3 clusters Score: Raw -14740149.501932 + Penalty 3769.344562 = -14736380.157369 nChanged 5 SP:Iteration 170Q (5687.840993 sec): 3 clusters Score: Raw -14740150.192283 + Penalty 3769.344562 = -14736380.847721 nChanged 5 SP:Iteration 171Q (5688.024393 sec): 3 clusters Score: Raw -14740150.772764 + Penalty 3769.344562 = -14736381.428202 nChanged 4 SP:Iteration 172Q (5688.194733 sec): 3 clusters Score: Raw -14740151.609324 + Penalty 3769.344562 = -14736382.264762 nChanged 3 SP:Iteration 173Q (5688.350376 sec): 3 clusters Score: Raw -14740152.033626 + Penalty 3769.344562 = -14736382.689064 nChanged 2 SP:Iteration 174Q (5688.518472 sec): 3 clusters Score: Raw -14740152.285317 + Penalty 3769.344562 = -14736382.940755 nChanged 3 SP:Iteration 175Q (5688.698627 sec): 3 clusters Score: Raw -14740153.199565 + Penalty 3769.344562 = -14736383.855002 nChanged 3 SP:Iteration 176Q (5688.869520 sec): 3 clusters Score: Raw -14740153.942038 + Penalty 3769.344562 = -14736384.597476 nChanged 0 SP:Iteration 177F (5689.081128 sec): 3 clusters Score: Raw -14740153.942038 + Penalty 3769.344562 = -14736384.597476 nChanged 0 Trying to split cluster 24 (912 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5689.111397 sec): 2 clusters Score: Raw -113253.466759 + Penalty 1107.541498 = -112145.925261 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5689.160318 sec): 3 clusters Score: Raw -113040.932861 + Penalty 2215.082997 = -110825.849864 nChanged 255 SP:Iteration 1F (5689.204987 sec): 3 clusters Score: Raw -113350.904506 + Penalty 2215.082997 = -111135.821509 nChanged 83 SP:Iteration 2F (5689.237345 sec): 3 clusters Score: Raw -113462.581912 + Penalty 2215.082997 = -111247.498916 nChanged 44 SP:Iteration 3Q (5689.286856 sec): 3 clusters Score: Raw -113513.648951 + Penalty 2215.082997 = -111298.565954 nChanged 28 SP:Iteration 4Q (5689.324633 sec): 3 clusters Score: Raw -113542.322959 + Penalty 2215.082997 = -111327.239962 nChanged 22 SP:Iteration 5Q (5689.375502 sec): 3 clusters Score: Raw -113572.237555 + Penalty 2215.082997 = -111357.154558 nChanged 18 SP:Iteration 6Q (5689.420697 sec): 3 clusters Score: Raw -113588.483732 + Penalty 2215.082997 = -111373.400735 nChanged 15 SP:Iteration 7Q (5689.450554 sec): 3 clusters Score: Raw -113600.346171 + Penalty 2215.082997 = -111385.263174 nChanged 9 SP:Iteration 8Q (5689.496691 sec): 3 clusters Score: Raw -113612.609370 + Penalty 2215.082997 = -111397.526373 nChanged 4 SP:Iteration 9Q (5689.541109 sec): 3 clusters Score: Raw -113616.165472 + Penalty 2215.082997 = -111401.082476 nChanged 2 SP:Iteration 10Q (5689.583668 sec): 3 clusters Score: Raw -113617.389919 + Penalty 2215.082997 = -111402.306922 nChanged 0 SP:Iteration 11F (5689.628970 sec): 3 clusters Score: Raw -113617.389919 + Penalty 2215.082997 = -111402.306922 nChanged 0 Trying to split cluster 25 (35126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5689.696683 sec): 2 clusters Score: Raw -4636398.255418 + Penalty 1700.838242 = -4634697.417176 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5689.794574 sec): 3 clusters Score: Raw -4614424.686414 + Penalty 3401.676485 = -4611023.009929 nChanged 16315 SP:Iteration 1F (5689.892177 sec): 3 clusters Score: Raw -4623983.941946 + Penalty 3401.676485 = -4620582.265461 nChanged 1968 SP:Iteration 2F (5689.998678 sec): 3 clusters Score: Raw -4624947.422258 + Penalty 3401.676485 = -4621545.745773 nChanged 2100 SP:Iteration 3F (5690.105254 sec): 3 clusters Score: Raw -4626047.895616 + Penalty 3401.676485 = -4622646.219131 nChanged 2246 SP:Iteration 4F (5690.215347 sec): 3 clusters Score: Raw -4627495.729742 + Penalty 3401.676485 = -4624094.053257 nChanged 2426 SP:Iteration 5F (5690.314508 sec): 3 clusters Score: Raw -4629346.816654 + Penalty 3401.676485 = -4625945.140169 nChanged 2405 SP:Iteration 6F (5690.421854 sec): 3 clusters Score: Raw -4631267.305091 + Penalty 3401.676485 = -4627865.628607 nChanged 2057 SP:Iteration 7F (5690.518139 sec): 3 clusters Score: Raw -4632912.293046 + Penalty 3401.676485 = -4629510.616561 nChanged 1629 SP:Iteration 8Q (5690.621351 sec): 3 clusters Score: Raw -4633952.120393 + Penalty 3401.676485 = -4630550.443909 nChanged 1073 SP:Iteration 9Q (5690.733060 sec): 3 clusters Score: Raw -4634463.092235 + Penalty 3401.676485 = -4631061.415751 nChanged 736 SP:Iteration 10Q (5690.839941 sec): 3 clusters Score: Raw -4634765.002403 + Penalty 3401.676485 = -4631363.325919 nChanged 550 SP:Iteration 11Q (5690.939904 sec): 3 clusters Score: Raw -4634970.929796 + Penalty 3401.676485 = -4631569.253312 nChanged 425 SP:Iteration 12Q (5691.038927 sec): 3 clusters Score: Raw -4635118.122686 + Penalty 3401.676485 = -4631716.446201 nChanged 417 SP:Iteration 13Q (5691.126240 sec): 3 clusters Score: Raw -4635285.790251 + Penalty 3401.676485 = -4631884.113766 nChanged 401 SP:Iteration 14Q (5691.221336 sec): 3 clusters Score: Raw -4635483.025535 + Penalty 3401.676485 = -4632081.349050 nChanged 429 SP:Iteration 15Q (5691.323657 sec): 3 clusters Score: Raw -4635720.084400 + Penalty 3401.676485 = -4632318.407915 nChanged 467 SP:Iteration 16Q (5691.412044 sec): 3 clusters Score: Raw -4636037.838638 + Penalty 3401.676485 = -4632636.162153 nChanged 494 SP:Iteration 17Q (5691.513521 sec): 3 clusters Score: Raw -4636381.210940 + Penalty 3401.676485 = -4632979.534455 nChanged 475 SP:Iteration 18Q (5691.605755 sec): 3 clusters Score: Raw -4636674.028979 + Penalty 3401.676485 = -4633272.352494 nChanged 438 SP:Iteration 19Q (5691.704400 sec): 3 clusters Score: Raw -4636905.489538 + Penalty 3401.676485 = -4633503.813053 nChanged 357 SP:Iteration 20F (5691.795672 sec): 3 clusters Score: Raw -4637055.830014 + Penalty 3401.676485 = -4633654.153529 nChanged 296 SP:Iteration 21Q (5691.896450 sec): 3 clusters Score: Raw -4637156.680436 + Penalty 3401.676485 = -4633755.003951 nChanged 241 SP:Iteration 22Q (5691.989216 sec): 3 clusters Score: Raw -4637218.523568 + Penalty 3401.676485 = -4633816.847084 nChanged 151 SP:Iteration 23Q (5692.084630 sec): 3 clusters Score: Raw -4637249.239540 + Penalty 3401.676485 = -4633847.563056 nChanged 121 SP:Iteration 24Q (5692.176710 sec): 3 clusters Score: Raw -4637270.884554 + Penalty 3401.676485 = -4633869.208069 nChanged 109 SP:Iteration 25Q (5692.267503 sec): 3 clusters Score: Raw -4637287.752955 + Penalty 3401.676485 = -4633886.076471 nChanged 85 SP:Iteration 26Q (5692.359922 sec): 3 clusters Score: Raw -4637300.542289 + Penalty 3401.676485 = -4633898.865805 nChanged 81 SP:Iteration 27Q (5692.446193 sec): 3 clusters Score: Raw -4637311.204394 + Penalty 3401.676485 = -4633909.527909 nChanged 70 SP:Iteration 28Q (5692.545185 sec): 3 clusters Score: Raw -4637318.690613 + Penalty 3401.676485 = -4633917.014129 nChanged 54 SP:Iteration 29Q (5692.638071 sec): 3 clusters Score: Raw -4637324.191526 + Penalty 3401.676485 = -4633922.515041 nChanged 60 SP:Iteration 30Q (5692.746017 sec): 3 clusters Score: Raw -4637330.066502 + Penalty 3401.676485 = -4633928.390017 nChanged 43 SP:Iteration 31Q (5692.839173 sec): 3 clusters Score: Raw -4637334.225530 + Penalty 3401.676485 = -4633932.549045 nChanged 33 SP:Iteration 32Q (5692.934232 sec): 3 clusters Score: Raw -4637336.758738 + Penalty 3401.676485 = -4633935.082253 nChanged 22 SP:Iteration 33Q (5693.019928 sec): 3 clusters Score: Raw -4637338.074925 + Penalty 3401.676485 = -4633936.398440 nChanged 24 SP:Iteration 34Q (5693.119429 sec): 3 clusters Score: Raw -4637339.510086 + Penalty 3401.676485 = -4633937.833601 nChanged 20 SP:Iteration 35Q (5693.211063 sec): 3 clusters Score: Raw -4637340.662131 + Penalty 3401.676485 = -4633938.985646 nChanged 14 SP:Iteration 36Q (5693.294495 sec): 3 clusters Score: Raw -4637341.405468 + Penalty 3401.676485 = -4633939.728983 nChanged 9 SP:Iteration 37Q (5693.387147 sec): 3 clusters Score: Raw -4637341.842660 + Penalty 3401.676485 = -4633940.166175 nChanged 4 SP:Iteration 38Q (5693.476011 sec): 3 clusters Score: Raw -4637342.011509 + Penalty 3401.676485 = -4633940.335025 nChanged 2 SP:Iteration 39Q (5693.565990 sec): 3 clusters Score: Raw -4637342.088953 + Penalty 3401.676485 = -4633940.412468 nChanged 0 SP:Iteration 40F (5693.665211 sec): 3 clusters Score: Raw -4637342.088953 + Penalty 3401.676485 = -4633940.412468 nChanged 0 Trying to split cluster 26 (5041 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5693.699439 sec): 2 clusters Score: Raw -681627.217761 + Penalty 1385.370960 = -680241.846801 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5693.749125 sec): 3 clusters Score: Raw -679031.937479 + Penalty 2770.741920 = -676261.195559 nChanged 2060 SP:Iteration 1F (5693.807560 sec): 3 clusters Score: Raw -680084.684103 + Penalty 2770.741920 = -677313.942182 nChanged 372 SP:Iteration 2F (5693.848874 sec): 3 clusters Score: Raw -680280.571675 + Penalty 2770.741920 = -677509.829755 nChanged 273 SP:Iteration 3F (5693.897850 sec): 3 clusters Score: Raw -680416.013478 + Penalty 2770.741920 = -677645.271558 nChanged 230 SP:Iteration 4Q (5693.944873 sec): 3 clusters Score: Raw -680520.384017 + Penalty 2770.741920 = -677749.642097 nChanged 176 SP:Iteration 5Q (5694.005923 sec): 3 clusters Score: Raw -680609.484522 + Penalty 2770.741920 = -677838.742602 nChanged 169 SP:Iteration 6Q (5694.061089 sec): 3 clusters Score: Raw -680698.139749 + Penalty 2770.741920 = -677927.397829 nChanged 173 SP:Iteration 7Q (5694.110823 sec): 3 clusters Score: Raw -680794.421697 + Penalty 2770.741920 = -678023.679777 nChanged 143 SP:Iteration 8Q (5694.164369 sec): 3 clusters Score: Raw -680866.368560 + Penalty 2770.741920 = -678095.626640 nChanged 161 SP:Iteration 9Q (5694.202651 sec): 3 clusters Score: Raw -680945.304246 + Penalty 2770.741920 = -678174.562326 nChanged 136 SP:Iteration 10Q (5694.259704 sec): 3 clusters Score: Raw -681017.701880 + Penalty 2770.741920 = -678246.959960 nChanged 132 SP:Iteration 11Q (5694.302541 sec): 3 clusters Score: Raw -681094.095288 + Penalty 2770.741920 = -678323.353368 nChanged 142 SP:Iteration 12Q (5694.365173 sec): 3 clusters Score: Raw -681171.769260 + Penalty 2770.741920 = -678401.027340 nChanged 156 SP:Iteration 13Q (5694.414087 sec): 3 clusters Score: Raw -681274.646313 + Penalty 2770.741920 = -678503.904393 nChanged 186 SP:Iteration 14Q (5694.458169 sec): 3 clusters Score: Raw -681388.311240 + Penalty 2770.741920 = -678617.569320 nChanged 162 SP:Iteration 15Q (5694.499193 sec): 3 clusters Score: Raw -681467.315491 + Penalty 2770.741920 = -678696.573571 nChanged 117 SP:Iteration 16Q (5694.556240 sec): 3 clusters Score: Raw -681527.973206 + Penalty 2770.741920 = -678757.231286 nChanged 124 SP:Iteration 17Q (5694.598459 sec): 3 clusters Score: Raw -681596.002720 + Penalty 2770.741920 = -678825.260800 nChanged 111 SP:Iteration 18Q (5694.644896 sec): 3 clusters Score: Raw -681650.817134 + Penalty 2770.741920 = -678880.075214 nChanged 98 SP:Iteration 19Q (5694.697431 sec): 3 clusters Score: Raw -681701.437073 + Penalty 2770.741920 = -678930.695153 nChanged 99 SP:Iteration 20F (5694.744325 sec): 3 clusters Score: Raw -681748.229278 + Penalty 2770.741920 = -678977.487358 nChanged 72 SP:Iteration 21Q (5694.787570 sec): 3 clusters Score: Raw -681773.858904 + Penalty 2770.741920 = -679003.116983 nChanged 57 SP:Iteration 22Q (5694.831994 sec): 3 clusters Score: Raw -681796.356757 + Penalty 2770.741920 = -679025.614837 nChanged 41 SP:Iteration 23Q (5694.883370 sec): 3 clusters Score: Raw -681810.627376 + Penalty 2770.741920 = -679039.885456 nChanged 43 SP:Iteration 24Q (5694.933662 sec): 3 clusters Score: Raw -681825.329784 + Penalty 2770.741920 = -679054.587864 nChanged 38 SP:Iteration 25Q (5694.970692 sec): 3 clusters Score: Raw -681839.189717 + Penalty 2770.741920 = -679068.447797 nChanged 43 SP:Iteration 26Q (5695.015573 sec): 3 clusters Score: Raw -681852.157393 + Penalty 2770.741920 = -679081.415473 nChanged 30 SP:Iteration 27Q (5695.069339 sec): 3 clusters Score: Raw -681862.012609 + Penalty 2770.741920 = -679091.270689 nChanged 26 SP:Iteration 28Q (5695.109674 sec): 3 clusters Score: Raw -681870.529641 + Penalty 2770.741920 = -679099.787721 nChanged 29 SP:Iteration 29Q (5695.152181 sec): 3 clusters Score: Raw -681881.926013 + Penalty 2770.741920 = -679111.184093 nChanged 37 SP:Iteration 30Q (5695.215313 sec): 3 clusters Score: Raw -681896.829805 + Penalty 2770.741920 = -679126.087885 nChanged 33 SP:Iteration 31Q (5695.262776 sec): 3 clusters Score: Raw -681910.738175 + Penalty 2770.741920 = -679139.996254 nChanged 28 SP:Iteration 32Q (5695.309892 sec): 3 clusters Score: Raw -681919.463028 + Penalty 2770.741920 = -679148.721108 nChanged 19 SP:Iteration 33Q (5695.363830 sec): 3 clusters Score: Raw -681924.146271 + Penalty 2770.741920 = -679153.404351 nChanged 13 SP:Iteration 34Q (5695.413090 sec): 3 clusters Score: Raw -681927.748864 + Penalty 2770.741920 = -679157.006944 nChanged 12 SP:Iteration 35Q (5695.462350 sec): 3 clusters Score: Raw -681930.452855 + Penalty 2770.741920 = -679159.710935 nChanged 8 SP:Iteration 36Q (5695.519113 sec): 3 clusters Score: Raw -681932.926676 + Penalty 2770.741920 = -679162.184756 nChanged 7 SP:Iteration 37Q (5695.566981 sec): 3 clusters Score: Raw -681934.917722 + Penalty 2770.741920 = -679164.175802 nChanged 7 SP:Iteration 38Q (5695.623844 sec): 3 clusters Score: Raw -681936.972365 + Penalty 2770.741920 = -679166.230445 nChanged 3 SP:Iteration 39Q (5695.664178 sec): 3 clusters Score: Raw -681937.959442 + Penalty 2770.741920 = -679167.217521 nChanged 3 SP:Iteration 40F (5695.717762 sec): 3 clusters Score: Raw -681938.786837 + Penalty 2770.741920 = -679168.044917 nChanged 4 SP:Iteration 41Q (5695.771196 sec): 3 clusters Score: Raw -681939.957417 + Penalty 2770.741920 = -679169.215497 nChanged 3 SP:Iteration 42Q (5695.818143 sec): 3 clusters Score: Raw -681941.303056 + Penalty 2770.741920 = -679170.561136 nChanged 4 SP:Iteration 43Q (5695.866621 sec): 3 clusters Score: Raw -681942.297206 + Penalty 2770.741920 = -679171.555286 nChanged 2 SP:Iteration 44Q (5695.907759 sec): 3 clusters Score: Raw -681943.041375 + Penalty 2770.741920 = -679172.299455 nChanged 4 SP:Iteration 45Q (5695.954064 sec): 3 clusters Score: Raw -681944.257404 + Penalty 2770.741920 = -679173.515484 nChanged 3 SP:Iteration 46Q (5696.007819 sec): 3 clusters Score: Raw -681945.051031 + Penalty 2770.741920 = -679174.309111 nChanged 1 SP:Iteration 47Q (5696.047150 sec): 3 clusters Score: Raw -681945.182060 + Penalty 2770.741920 = -679174.440140 nChanged 0 SP:Iteration 48F (5696.103409 sec): 3 clusters Score: Raw -681945.182060 + Penalty 2770.741920 = -679174.440140 nChanged 0 Trying to split cluster 27 (2951 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5696.133327 sec): 2 clusters Score: Raw -354051.849456 + Penalty 1298.358648 = -352753.490808 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5696.171638 sec): 3 clusters Score: Raw -352710.889620 + Penalty 2596.717297 = -350114.172323 nChanged 1111 SP:Iteration 1F (5696.209341 sec): 3 clusters Score: Raw -353399.429277 + Penalty 2596.717297 = -350802.711980 nChanged 278 SP:Iteration 2F (5696.239671 sec): 3 clusters Score: Raw -353659.582311 + Penalty 2596.717297 = -351062.865014 nChanged 227 SP:Iteration 3F (5696.277312 sec): 3 clusters Score: Raw -353894.446523 + Penalty 2596.717297 = -351297.729226 nChanged 184 SP:Iteration 4F (5696.321123 sec): 3 clusters Score: Raw -354140.160548 + Penalty 2596.717297 = -351543.443251 nChanged 174 SP:Iteration 5F (5696.351645 sec): 3 clusters Score: Raw -354340.020898 + Penalty 2596.717297 = -351743.303601 nChanged 147 SP:Iteration 6Q (5696.388820 sec): 3 clusters Score: Raw -354486.659189 + Penalty 2596.717297 = -351889.941892 nChanged 118 SP:Iteration 7Q (5696.425883 sec): 3 clusters Score: Raw -354578.840729 + Penalty 2596.717297 = -351982.123432 nChanged 89 SP:Iteration 8Q (5696.462852 sec): 3 clusters Score: Raw -354644.837382 + Penalty 2596.717297 = -352048.120085 nChanged 66 SP:Iteration 9Q (5696.495895 sec): 3 clusters Score: Raw -354691.381581 + Penalty 2596.717297 = -352094.664284 nChanged 54 SP:Iteration 10Q (5696.528650 sec): 3 clusters Score: Raw -354736.846845 + Penalty 2596.717297 = -352140.129548 nChanged 41 SP:Iteration 11Q (5696.566013 sec): 3 clusters Score: Raw -354760.884729 + Penalty 2596.717297 = -352164.167433 nChanged 33 SP:Iteration 12Q (5696.610213 sec): 3 clusters Score: Raw -354777.306935 + Penalty 2596.717297 = -352180.589638 nChanged 34 SP:Iteration 13Q (5696.647079 sec): 3 clusters Score: Raw -354797.138388 + Penalty 2596.717297 = -352200.421091 nChanged 30 SP:Iteration 14Q (5696.677525 sec): 3 clusters Score: Raw -354812.487533 + Penalty 2596.717297 = -352215.770237 nChanged 29 SP:Iteration 15Q (5696.714963 sec): 3 clusters Score: Raw -354826.547577 + Penalty 2596.717297 = -352229.830280 nChanged 26 SP:Iteration 16Q (5696.751827 sec): 3 clusters Score: Raw -354836.296747 + Penalty 2596.717297 = -352239.579450 nChanged 22 SP:Iteration 17Q (5696.783228 sec): 3 clusters Score: Raw -354847.606655 + Penalty 2596.717297 = -352250.889358 nChanged 21 SP:Iteration 18Q (5696.816015 sec): 3 clusters Score: Raw -354855.812210 + Penalty 2596.717297 = -352259.094913 nChanged 23 SP:Iteration 19Q (5696.866867 sec): 3 clusters Score: Raw -354862.069251 + Penalty 2596.717297 = -352265.351954 nChanged 11 SP:Iteration 20F (5696.908312 sec): 3 clusters Score: Raw -354866.210772 + Penalty 2596.717297 = -352269.493475 nChanged 11 SP:Iteration 21Q (5696.961101 sec): 3 clusters Score: Raw -354869.469931 + Penalty 2596.717297 = -352272.752634 nChanged 9 SP:Iteration 22Q (5697.006829 sec): 3 clusters Score: Raw -354872.447730 + Penalty 2596.717297 = -352275.730433 nChanged 6 SP:Iteration 23Q (5697.056365 sec): 3 clusters Score: Raw -354874.779321 + Penalty 2596.717297 = -352278.062024 nChanged 8 SP:Iteration 24Q (5697.110661 sec): 3 clusters Score: Raw -354877.413643 + Penalty 2596.717297 = -352280.696346 nChanged 6 SP:Iteration 25Q (5697.160474 sec): 3 clusters Score: Raw -354878.530903 + Penalty 2596.717297 = -352281.813606 nChanged 1 SP:Iteration 26Q (5697.199583 sec): 3 clusters Score: Raw -354878.960017 + Penalty 2596.717297 = -352282.242721 nChanged 0 SP:Iteration 27F (5697.241255 sec): 3 clusters Score: Raw -354878.960017 + Penalty 2596.717297 = -352282.242721 nChanged 0 Trying to split cluster 28 (7374 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5697.271052 sec): 2 clusters Score: Raw -947575.350329 + Penalty 1447.178782 = -946128.171547 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5697.340706 sec): 3 clusters Score: Raw -943617.680940 + Penalty 2894.357563 = -940723.323377 nChanged 3090 SP:Iteration 1F (5697.384037 sec): 3 clusters Score: Raw -945306.261581 + Penalty 2894.357563 = -942411.904018 nChanged 542 SP:Iteration 2F (5697.439641 sec): 3 clusters Score: Raw -945633.613070 + Penalty 2894.357563 = -942739.255507 nChanged 457 SP:Iteration 3F (5697.494763 sec): 3 clusters Score: Raw -945923.068854 + Penalty 2894.357563 = -943028.711291 nChanged 405 SP:Iteration 4F (5697.543529 sec): 3 clusters Score: Raw -946203.817578 + Penalty 2894.357563 = -943309.460015 nChanged 385 SP:Iteration 5F (5697.596104 sec): 3 clusters Score: Raw -946500.927212 + Penalty 2894.357563 = -943606.569649 nChanged 408 SP:Iteration 6F (5697.652263 sec): 3 clusters Score: Raw -946817.510245 + Penalty 2894.357563 = -943923.152682 nChanged 387 SP:Iteration 7F (5697.704082 sec): 3 clusters Score: Raw -947065.095821 + Penalty 2894.357563 = -944170.738258 nChanged 305 SP:Iteration 8Q (5697.754049 sec): 3 clusters Score: Raw -947233.343398 + Penalty 2894.357563 = -944338.985834 nChanged 285 SP:Iteration 9Q (5697.817316 sec): 3 clusters Score: Raw -947385.036335 + Penalty 2894.357563 = -944490.678772 nChanged 260 SP:Iteration 10Q (5697.862579 sec): 3 clusters Score: Raw -947514.430301 + Penalty 2894.357563 = -944620.072738 nChanged 213 SP:Iteration 11Q (5697.917516 sec): 3 clusters Score: Raw -947611.539572 + Penalty 2894.357563 = -944717.182009 nChanged 171 SP:Iteration 12Q (5697.963572 sec): 3 clusters Score: Raw -947686.197817 + Penalty 2894.357563 = -944791.840254 nChanged 176 SP:Iteration 13Q (5698.017544 sec): 3 clusters Score: Raw -947757.110441 + Penalty 2894.357563 = -944862.752878 nChanged 159 SP:Iteration 14Q (5698.072433 sec): 3 clusters Score: Raw -947823.865978 + Penalty 2894.357563 = -944929.508414 nChanged 149 SP:Iteration 15Q (5698.134797 sec): 3 clusters Score: Raw -947888.380245 + Penalty 2894.357563 = -944994.022682 nChanged 125 SP:Iteration 16Q (5698.193744 sec): 3 clusters Score: Raw -947939.603695 + Penalty 2894.357563 = -945045.246132 nChanged 117 SP:Iteration 17Q (5698.244679 sec): 3 clusters Score: Raw -947985.549457 + Penalty 2894.357563 = -945091.191894 nChanged 104 SP:Iteration 18Q (5698.304945 sec): 3 clusters Score: Raw -948018.181456 + Penalty 2894.357563 = -945123.823893 nChanged 78 SP:Iteration 19Q (5698.357688 sec): 3 clusters Score: Raw -948040.854169 + Penalty 2894.357563 = -945146.496606 nChanged 62 SP:Iteration 20F (5698.397314 sec): 3 clusters Score: Raw -948054.984300 + Penalty 2894.357563 = -945160.626737 nChanged 56 SP:Iteration 21Q (5698.445363 sec): 3 clusters Score: Raw -948067.347759 + Penalty 2894.357563 = -945172.990196 nChanged 46 SP:Iteration 22Q (5698.500467 sec): 3 clusters Score: Raw -948078.543640 + Penalty 2894.357563 = -945184.186077 nChanged 47 SP:Iteration 23Q (5698.541657 sec): 3 clusters Score: Raw -948090.325868 + Penalty 2894.357563 = -945195.968305 nChanged 52 SP:Iteration 24Q (5698.604252 sec): 3 clusters Score: Raw -948103.545614 + Penalty 2894.357563 = -945209.188051 nChanged 45 SP:Iteration 25Q (5698.655797 sec): 3 clusters Score: Raw -948114.581933 + Penalty 2894.357563 = -945220.224370 nChanged 53 SP:Iteration 26Q (5698.712410 sec): 3 clusters Score: Raw -948128.204312 + Penalty 2894.357563 = -945233.846749 nChanged 57 SP:Iteration 27Q (5698.767293 sec): 3 clusters Score: Raw -948141.605770 + Penalty 2894.357563 = -945247.248207 nChanged 41 SP:Iteration 28Q (5698.817240 sec): 3 clusters Score: Raw -948150.596999 + Penalty 2894.357563 = -945256.239436 nChanged 45 SP:Iteration 29Q (5698.875750 sec): 3 clusters Score: Raw -948160.855004 + Penalty 2894.357563 = -945266.497441 nChanged 44 SP:Iteration 30Q (5698.919249 sec): 3 clusters Score: Raw -948172.341777 + Penalty 2894.357563 = -945277.984214 nChanged 41 SP:Iteration 31Q (5698.976641 sec): 3 clusters Score: Raw -948183.920908 + Penalty 2894.357563 = -945289.563345 nChanged 46 SP:Iteration 32Q (5699.015352 sec): 3 clusters Score: Raw -948195.725442 + Penalty 2894.357563 = -945301.367879 nChanged 37 SP:Iteration 33Q (5699.069422 sec): 3 clusters Score: Raw -948205.113281 + Penalty 2894.357563 = -945310.755718 nChanged 34 SP:Iteration 34Q (5699.130184 sec): 3 clusters Score: Raw -948213.344116 + Penalty 2894.357563 = -945318.986553 nChanged 22 SP:Iteration 35Q (5699.191717 sec): 3 clusters Score: Raw -948217.391712 + Penalty 2894.357563 = -945323.034148 nChanged 9 SP:Iteration 36Q (5699.245664 sec): 3 clusters Score: Raw -948219.194789 + Penalty 2894.357563 = -945324.837226 nChanged 10 SP:Iteration 37Q (5699.293370 sec): 3 clusters Score: Raw -948220.641261 + Penalty 2894.357563 = -945326.283698 nChanged 7 SP:Iteration 38Q (5699.333688 sec): 3 clusters Score: Raw -948221.948176 + Penalty 2894.357563 = -945327.590613 nChanged 10 SP:Iteration 39Q (5699.388935 sec): 3 clusters Score: Raw -948223.430507 + Penalty 2894.357563 = -945329.072943 nChanged 7 SP:Iteration 40F (5699.444266 sec): 3 clusters Score: Raw -948224.803572 + Penalty 2894.357563 = -945330.446009 nChanged 8 SP:Iteration 41Q (5699.508064 sec): 3 clusters Score: Raw -948227.619091 + Penalty 2894.357563 = -945333.261528 nChanged 8 SP:Iteration 42Q (5699.565321 sec): 3 clusters Score: Raw -948229.401988 + Penalty 2894.357563 = -945335.044425 nChanged 7 SP:Iteration 43Q (5699.617164 sec): 3 clusters Score: Raw -948230.957062 + Penalty 2894.357563 = -945336.599499 nChanged 6 SP:Iteration 44Q (5699.663792 sec): 3 clusters Score: Raw -948231.979895 + Penalty 2894.357563 = -945337.622332 nChanged 4 SP:Iteration 45Q (5699.730419 sec): 3 clusters Score: Raw -948232.654563 + Penalty 2894.357563 = -945338.297000 nChanged 3 SP:Iteration 46Q (5699.773750 sec): 3 clusters Score: Raw -948232.963808 + Penalty 2894.357563 = -945338.606245 nChanged 0 SP:Iteration 47F (5699.833028 sec): 3 clusters Score: Raw -948232.963808 + Penalty 2894.357563 = -945338.606245 nChanged 0 Trying to split cluster 29 (132521 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5700.006269 sec): 2 clusters Score: Raw -17800578.084022 + Penalty 1916.605665 = -17798661.478356 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5700.247661 sec): 3 clusters Score: Raw -17713395.443001 + Penalty 3833.211331 = -17709562.231670 nChanged 63951 SP:Iteration 1F (5700.489873 sec): 3 clusters Score: Raw -17751383.348557 + Penalty 3833.211331 = -17747550.137226 nChanged 4704 SP:Iteration 2Q (5700.753012 sec): 3 clusters Score: Raw -17752691.491730 + Penalty 3833.211331 = -17748858.280399 nChanged 5120 SP:Iteration 3Q (5701.026656 sec): 3 clusters Score: Raw -17754371.055796 + Penalty 3833.211331 = -17750537.844465 nChanged 5847 SP:Iteration 4Q (5701.303223 sec): 3 clusters Score: Raw -17756834.737296 + Penalty 3833.211331 = -17753001.525965 nChanged 6876 SP:Iteration 5F (5701.539349 sec): 3 clusters Score: Raw -17760427.845753 + Penalty 3833.211331 = -17756594.634422 nChanged 7956 SP:Iteration 6F (5701.796171 sec): 3 clusters Score: Raw -17765441.522695 + Penalty 3833.211331 = -17761608.311364 nChanged 8743 SP:Iteration 7F (5702.039192 sec): 3 clusters Score: Raw -17771964.799387 + Penalty 3833.211331 = -17768131.588056 nChanged 8653 SP:Iteration 8F (5702.288771 sec): 3 clusters Score: Raw -17778692.863461 + Penalty 3833.211331 = -17774859.652130 nChanged 7347 SP:Iteration 9F (5702.540851 sec): 3 clusters Score: Raw -17783599.469761 + Penalty 3833.211331 = -17779766.258430 nChanged 5416 SP:Iteration 10Q (5702.792630 sec): 3 clusters Score: Raw -17786311.938864 + Penalty 3833.211331 = -17782478.727533 nChanged 3629 SP:Iteration 11Q (5703.045537 sec): 3 clusters Score: Raw -17787806.866385 + Penalty 3833.211331 = -17783973.655054 nChanged 2764 SP:Iteration 12Q (5703.293868 sec): 3 clusters Score: Raw -17788835.886551 + Penalty 3833.211331 = -17785002.675220 nChanged 2370 SP:Iteration 13Q (5703.537527 sec): 3 clusters Score: Raw -17789664.248951 + Penalty 3833.211331 = -17785831.037620 nChanged 2132 SP:Iteration 14Q (5703.783510 sec): 3 clusters Score: Raw -17790392.890169 + Penalty 3833.211331 = -17786559.678838 nChanged 2134 SP:Iteration 15Q (5704.015703 sec): 3 clusters Score: Raw -17791149.136456 + Penalty 3833.211331 = -17787315.925125 nChanged 2133 SP:Iteration 16Q (5704.255520 sec): 3 clusters Score: Raw -17791918.140965 + Penalty 3833.211331 = -17788084.929634 nChanged 2100 SP:Iteration 17Q (5704.490410 sec): 3 clusters Score: Raw -17792676.481160 + Penalty 3833.211331 = -17788843.269830 nChanged 2002 SP:Iteration 18Q (5704.720256 sec): 3 clusters Score: Raw -17793394.052450 + Penalty 3833.211331 = -17789560.841119 nChanged 1914 SP:Iteration 19Q (5704.944789 sec): 3 clusters Score: Raw -17794101.741685 + Penalty 3833.211331 = -17790268.530354 nChanged 1803 SP:Iteration 20F (5705.207992 sec): 3 clusters Score: Raw -17794777.911085 + Penalty 3833.211331 = -17790944.699754 nChanged 1715 SP:Iteration 21Q (5705.438975 sec): 3 clusters Score: Raw -17795435.933144 + Penalty 3833.211331 = -17791602.721813 nChanged 1664 SP:Iteration 22Q (5705.672390 sec): 3 clusters Score: Raw -17796112.916394 + Penalty 3833.211331 = -17792279.705063 nChanged 1528 SP:Iteration 23Q (5705.909971 sec): 3 clusters Score: Raw -17796752.501298 + Penalty 3833.211331 = -17792919.289967 nChanged 1363 SP:Iteration 24Q (5706.131344 sec): 3 clusters Score: Raw -17797327.546311 + Penalty 3833.211331 = -17793494.334980 nChanged 1305 SP:Iteration 25Q (5706.358146 sec): 3 clusters Score: Raw -17797891.778460 + Penalty 3833.211331 = -17794058.567129 nChanged 1152 SP:Iteration 26Q (5706.581509 sec): 3 clusters Score: Raw -17798388.164080 + Penalty 3833.211331 = -17794554.952749 nChanged 1027 SP:Iteration 27Q (5706.793015 sec): 3 clusters Score: Raw -17798828.153497 + Penalty 3833.211331 = -17794994.942166 nChanged 862 SP:Iteration 28Q (5706.991931 sec): 3 clusters Score: Raw -17799182.281511 + Penalty 3833.211331 = -17795349.070181 nChanged 785 SP:Iteration 29Q (5707.196377 sec): 3 clusters Score: Raw -17799502.992195 + Penalty 3833.211331 = -17795669.780865 nChanged 709 SP:Iteration 30Q (5707.399423 sec): 3 clusters Score: Raw -17799794.660969 + Penalty 3833.211331 = -17795961.449638 nChanged 590 SP:Iteration 31Q (5707.611587 sec): 3 clusters Score: Raw -17800029.768750 + Penalty 3833.211331 = -17796196.557419 nChanged 463 SP:Iteration 32Q (5707.823844 sec): 3 clusters Score: Raw -17800216.532363 + Penalty 3833.211331 = -17796383.321032 nChanged 398 SP:Iteration 33Q (5708.026554 sec): 3 clusters Score: Raw -17800379.833610 + Penalty 3833.211331 = -17796546.622279 nChanged 351 SP:Iteration 34Q (5708.238805 sec): 3 clusters Score: Raw -17800512.724202 + Penalty 3833.211331 = -17796679.512872 nChanged 296 SP:Iteration 35Q (5708.459291 sec): 3 clusters Score: Raw -17800609.657828 + Penalty 3833.211331 = -17796776.446497 nChanged 231 SP:Iteration 36Q (5708.654824 sec): 3 clusters Score: Raw -17800685.507419 + Penalty 3833.211331 = -17796852.296088 nChanged 200 SP:Iteration 37Q (5708.881759 sec): 3 clusters Score: Raw -17800742.025019 + Penalty 3833.211331 = -17796908.813688 nChanged 164 SP:Iteration 38Q (5709.087170 sec): 3 clusters Score: Raw -17800782.512878 + Penalty 3833.211331 = -17796949.301547 nChanged 152 SP:Iteration 39Q (5709.290176 sec): 3 clusters Score: Raw -17800819.520981 + Penalty 3833.211331 = -17796986.309650 nChanged 149 SP:Iteration 40F (5709.526086 sec): 3 clusters Score: Raw -17800858.156588 + Penalty 3833.211331 = -17797024.945257 nChanged 133 SP:Iteration 41Q (5709.720124 sec): 3 clusters Score: Raw -17800892.478484 + Penalty 3833.211331 = -17797059.267153 nChanged 100 SP:Iteration 42Q (5709.912005 sec): 3 clusters Score: Raw -17800916.032092 + Penalty 3833.211331 = -17797082.820761 nChanged 104 SP:Iteration 43Q (5710.118988 sec): 3 clusters Score: Raw -17800941.868781 + Penalty 3833.211331 = -17797108.657450 nChanged 91 SP:Iteration 44Q (5710.336723 sec): 3 clusters Score: Raw -17800962.758902 + Penalty 3833.211331 = -17797129.547572 nChanged 79 SP:Iteration 45Q (5710.545019 sec): 3 clusters Score: Raw -17800979.552887 + Penalty 3833.211331 = -17797146.341556 nChanged 72 SP:Iteration 46Q (5710.746496 sec): 3 clusters Score: Raw -17800997.356570 + Penalty 3833.211331 = -17797164.145239 nChanged 67 SP:Iteration 47Q (5710.965098 sec): 3 clusters Score: Raw -17801013.173140 + Penalty 3833.211331 = -17797179.961809 nChanged 56 SP:Iteration 48Q (5711.171481 sec): 3 clusters Score: Raw -17801025.999907 + Penalty 3833.211331 = -17797192.788576 nChanged 51 SP:Iteration 49Q (5711.386935 sec): 3 clusters Score: Raw -17801036.944402 + Penalty 3833.211331 = -17797203.733071 nChanged 44 SP:Iteration 50Q (5711.582517 sec): 3 clusters Score: Raw -17801044.942335 + Penalty 3833.211331 = -17797211.731004 nChanged 40 SP:Iteration 51Q (5711.791941 sec): 3 clusters Score: Raw -17801051.651233 + Penalty 3833.211331 = -17797218.439902 nChanged 33 SP:Iteration 52Q (5712.000233 sec): 3 clusters Score: Raw -17801058.923580 + Penalty 3833.211331 = -17797225.712249 nChanged 26 SP:Iteration 53Q (5712.203950 sec): 3 clusters Score: Raw -17801063.677125 + Penalty 3833.211331 = -17797230.465794 nChanged 28 SP:Iteration 54Q (5712.400606 sec): 3 clusters Score: Raw -17801069.547558 + Penalty 3833.211331 = -17797236.336227 nChanged 23 SP:Iteration 55Q (5712.596070 sec): 3 clusters Score: Raw -17801073.238962 + Penalty 3833.211331 = -17797240.027631 nChanged 25 SP:Iteration 56Q (5712.799388 sec): 3 clusters Score: Raw -17801078.219153 + Penalty 3833.211331 = -17797245.007822 nChanged 24 SP:Iteration 57Q (5712.998881 sec): 3 clusters Score: Raw -17801083.336129 + Penalty 3833.211331 = -17797250.124798 nChanged 22 SP:Iteration 58Q (5713.197156 sec): 3 clusters Score: Raw -17801086.911313 + Penalty 3833.211331 = -17797253.699982 nChanged 19 SP:Iteration 59Q (5713.396199 sec): 3 clusters Score: Raw -17801091.432603 + Penalty 3833.211331 = -17797258.221272 nChanged 24 SP:Iteration 60F (5713.642831 sec): 3 clusters Score: Raw -17801096.034856 + Penalty 3833.211331 = -17797262.823525 nChanged 19 SP:Iteration 61Q (5713.854287 sec): 3 clusters Score: Raw -17801098.786646 + Penalty 3833.211331 = -17797265.575315 nChanged 16 SP:Iteration 62Q (5714.069908 sec): 3 clusters Score: Raw -17801101.432418 + Penalty 3833.211331 = -17797268.221087 nChanged 16 SP:Iteration 63Q (5714.284588 sec): 3 clusters Score: Raw -17801105.216883 + Penalty 3833.211331 = -17797272.005552 nChanged 15 SP:Iteration 64Q (5714.483750 sec): 3 clusters Score: Raw -17801108.479237 + Penalty 3833.211331 = -17797275.267906 nChanged 20 SP:Iteration 65Q (5714.691686 sec): 3 clusters Score: Raw -17801112.376466 + Penalty 3833.211331 = -17797279.165135 nChanged 15 SP:Iteration 66Q (5714.899630 sec): 3 clusters Score: Raw -17801114.767636 + Penalty 3833.211331 = -17797281.556306 nChanged 11 SP:Iteration 67Q (5715.102367 sec): 3 clusters Score: Raw -17801116.903658 + Penalty 3833.211331 = -17797283.692327 nChanged 13 SP:Iteration 68Q (5715.308416 sec): 3 clusters Score: Raw -17801119.052044 + Penalty 3833.211331 = -17797285.840714 nChanged 12 SP:Iteration 69Q (5715.515768 sec): 3 clusters Score: Raw -17801121.845159 + Penalty 3833.211331 = -17797288.633829 nChanged 21 SP:Iteration 70Q (5715.726774 sec): 3 clusters Score: Raw -17801126.033361 + Penalty 3833.211331 = -17797292.822030 nChanged 18 SP:Iteration 71Q (5715.918103 sec): 3 clusters Score: Raw -17801130.926984 + Penalty 3833.211331 = -17797297.715653 nChanged 20 SP:Iteration 72Q (5716.124044 sec): 3 clusters Score: Raw -17801134.668672 + Penalty 3833.211331 = -17797301.457341 nChanged 15 SP:Iteration 73Q (5716.325656 sec): 3 clusters Score: Raw -17801137.308027 + Penalty 3833.211331 = -17797304.096696 nChanged 14 SP:Iteration 74Q (5716.525626 sec): 3 clusters Score: Raw -17801139.175023 + Penalty 3833.211331 = -17797305.963692 nChanged 8 SP:Iteration 75Q (5716.717984 sec): 3 clusters Score: Raw -17801140.374906 + Penalty 3833.211331 = -17797307.163576 nChanged 8 SP:Iteration 76Q (5716.921051 sec): 3 clusters Score: Raw -17801142.323878 + Penalty 3833.211331 = -17797309.112547 nChanged 10 SP:Iteration 77Q (5717.125739 sec): 3 clusters Score: Raw -17801144.135837 + Penalty 3833.211331 = -17797310.924506 nChanged 7 SP:Iteration 78Q (5717.331743 sec): 3 clusters Score: Raw -17801145.565108 + Penalty 3833.211331 = -17797312.353777 nChanged 4 SP:Iteration 79Q (5717.536394 sec): 3 clusters Score: Raw -17801146.169072 + Penalty 3833.211331 = -17797312.957741 nChanged 3 SP:Iteration 80F (5717.773941 sec): 3 clusters Score: Raw -17801146.667041 + Penalty 3833.211331 = -17797313.455710 nChanged 3 SP:Iteration 81Q (5717.995727 sec): 3 clusters Score: Raw -17801146.953449 + Penalty 3833.211331 = -17797313.742118 nChanged 4 SP:Iteration 82Q (5718.221202 sec): 3 clusters Score: Raw -17801147.296388 + Penalty 3833.211331 = -17797314.085057 nChanged 3 SP:Iteration 83Q (5718.449063 sec): 3 clusters Score: Raw -17801147.646478 + Penalty 3833.211331 = -17797314.435147 nChanged 0 SP:Iteration 84F (5718.702833 sec): 3 clusters Score: Raw -17801147.646478 + Penalty 3833.211331 = -17797314.435147 nChanged 0 Trying to split cluster 30 (6216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5718.745772 sec): 2 clusters Score: Raw -841287.749442 + Penalty 1419.418307 = -839868.331135 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5718.785173 sec): 3 clusters Score: Raw -837953.852486 + Penalty 2838.836615 = -835115.015871 nChanged 2549 SP:Iteration 1F (5718.837431 sec): 3 clusters Score: Raw -839417.405903 + Penalty 2838.836615 = -836578.569289 nChanged 447 SP:Iteration 2F (5718.897575 sec): 3 clusters Score: Raw -839679.543030 + Penalty 2838.836615 = -836840.706415 nChanged 363 SP:Iteration 3F (5718.946229 sec): 3 clusters Score: Raw -839889.279649 + Penalty 2838.836615 = -837050.443034 nChanged 332 SP:Iteration 4F (5719.006148 sec): 3 clusters Score: Raw -840105.562624 + Penalty 2838.836615 = -837266.726009 nChanged 290 SP:Iteration 5Q (5719.059214 sec): 3 clusters Score: Raw -840289.521711 + Penalty 2838.836615 = -837450.685096 nChanged 260 SP:Iteration 6Q (5719.126802 sec): 3 clusters Score: Raw -840438.115960 + Penalty 2838.836615 = -837599.279345 nChanged 271 SP:Iteration 7Q (5719.188808 sec): 3 clusters Score: Raw -840590.351196 + Penalty 2838.836615 = -837751.514582 nChanged 261 SP:Iteration 8Q (5719.244021 sec): 3 clusters Score: Raw -840746.092953 + Penalty 2838.836615 = -837907.256338 nChanged 257 SP:Iteration 9Q (5719.302798 sec): 3 clusters Score: Raw -840895.159090 + Penalty 2838.836615 = -838056.322475 nChanged 207 SP:Iteration 10Q (5719.351444 sec): 3 clusters Score: Raw -841004.024706 + Penalty 2838.836615 = -838165.188091 nChanged 181 SP:Iteration 11Q (5719.413316 sec): 3 clusters Score: Raw -841096.186755 + Penalty 2838.836615 = -838257.350141 nChanged 153 SP:Iteration 12Q (5719.457024 sec): 3 clusters Score: Raw -841173.341584 + Penalty 2838.836615 = -838334.504969 nChanged 123 SP:Iteration 13Q (5719.516452 sec): 3 clusters Score: Raw -841232.142884 + Penalty 2838.836615 = -838393.306269 nChanged 102 SP:Iteration 14Q (5719.571523 sec): 3 clusters Score: Raw -841282.114864 + Penalty 2838.836615 = -838443.278249 nChanged 98 SP:Iteration 15Q (5719.614843 sec): 3 clusters Score: Raw -841327.220460 + Penalty 2838.836615 = -838488.383845 nChanged 99 SP:Iteration 16Q (5719.668613 sec): 3 clusters Score: Raw -841368.564124 + Penalty 2838.836615 = -838529.727509 nChanged 80 SP:Iteration 17Q (5719.719640 sec): 3 clusters Score: Raw -841405.008483 + Penalty 2838.836615 = -838566.171868 nChanged 80 SP:Iteration 18Q (5719.783399 sec): 3 clusters Score: Raw -841438.617137 + Penalty 2838.836615 = -838599.780522 nChanged 67 SP:Iteration 19Q (5719.839142 sec): 3 clusters Score: Raw -841466.512727 + Penalty 2838.836615 = -838627.676112 nChanged 62 SP:Iteration 20F (5719.889112 sec): 3 clusters Score: Raw -841490.101550 + Penalty 2838.836615 = -838651.264935 nChanged 52 SP:Iteration 21Q (5719.938997 sec): 3 clusters Score: Raw -841511.281568 + Penalty 2838.836615 = -838672.444953 nChanged 49 SP:Iteration 22Q (5719.989584 sec): 3 clusters Score: Raw -841532.546827 + Penalty 2838.836615 = -838693.710212 nChanged 44 SP:Iteration 23Q (5720.029116 sec): 3 clusters Score: Raw -841552.767738 + Penalty 2838.836615 = -838713.931123 nChanged 48 SP:Iteration 24Q (5720.088255 sec): 3 clusters Score: Raw -841571.777510 + Penalty 2838.836615 = -838732.940895 nChanged 42 SP:Iteration 25Q (5720.128175 sec): 3 clusters Score: Raw -841586.524075 + Penalty 2838.836615 = -838747.687460 nChanged 36 SP:Iteration 26Q (5720.177461 sec): 3 clusters Score: Raw -841598.154855 + Penalty 2838.836615 = -838759.318240 nChanged 37 SP:Iteration 27Q (5720.232366 sec): 3 clusters Score: Raw -841610.499101 + Penalty 2838.836615 = -838771.662486 nChanged 28 SP:Iteration 28Q (5720.264803 sec): 3 clusters Score: Raw -841617.413909 + Penalty 2838.836615 = -838778.577294 nChanged 22 SP:Iteration 29Q (5720.319144 sec): 3 clusters Score: Raw -841624.477343 + Penalty 2838.836615 = -838785.640728 nChanged 22 SP:Iteration 30Q (5720.364803 sec): 3 clusters Score: Raw -841630.723130 + Penalty 2838.836615 = -838791.886515 nChanged 23 SP:Iteration 31Q (5720.416377 sec): 3 clusters Score: Raw -841637.764617 + Penalty 2838.836615 = -838798.928002 nChanged 23 SP:Iteration 32Q (5720.470316 sec): 3 clusters Score: Raw -841648.704252 + Penalty 2838.836615 = -838809.867638 nChanged 25 SP:Iteration 33Q (5720.530857 sec): 3 clusters Score: Raw -841658.553086 + Penalty 2838.836615 = -838819.716471 nChanged 37 SP:Iteration 34Q (5720.590466 sec): 3 clusters Score: Raw -841672.431846 + Penalty 2838.836615 = -838833.595231 nChanged 40 SP:Iteration 35Q (5720.641942 sec): 3 clusters Score: Raw -841687.300441 + Penalty 2838.836615 = -838848.463826 nChanged 28 SP:Iteration 36Q (5720.689595 sec): 3 clusters Score: Raw -841697.567492 + Penalty 2838.836615 = -838858.730877 nChanged 28 SP:Iteration 37Q (5720.752400 sec): 3 clusters Score: Raw -841707.071309 + Penalty 2838.836615 = -838868.234694 nChanged 21 SP:Iteration 38Q (5720.795111 sec): 3 clusters Score: Raw -841713.369435 + Penalty 2838.836615 = -838874.532820 nChanged 14 SP:Iteration 39Q (5720.859406 sec): 3 clusters Score: Raw -841717.950774 + Penalty 2838.836615 = -838879.114159 nChanged 20 SP:Iteration 40F (5720.906448 sec): 3 clusters Score: Raw -841725.767013 + Penalty 2838.836615 = -838886.930398 nChanged 20 SP:Iteration 41Q (5720.952748 sec): 3 clusters Score: Raw -841734.327992 + Penalty 2838.836615 = -838895.491377 nChanged 17 SP:Iteration 42Q (5721.003459 sec): 3 clusters Score: Raw -841742.212250 + Penalty 2838.836615 = -838903.375635 nChanged 19 SP:Iteration 43Q (5721.060432 sec): 3 clusters Score: Raw -841750.091360 + Penalty 2838.836615 = -838911.254745 nChanged 17 SP:Iteration 44Q (5721.121846 sec): 3 clusters Score: Raw -841757.821824 + Penalty 2838.836615 = -838918.985209 nChanged 13 SP:Iteration 45Q (5721.181292 sec): 3 clusters Score: Raw -841763.729952 + Penalty 2838.836615 = -838924.893337 nChanged 11 SP:Iteration 46Q (5721.229671 sec): 3 clusters Score: Raw -841766.793127 + Penalty 2838.836615 = -838927.956512 nChanged 8 SP:Iteration 47Q (5721.283318 sec): 3 clusters Score: Raw -841768.975847 + Penalty 2838.836615 = -838930.139232 nChanged 4 SP:Iteration 48Q (5721.337467 sec): 3 clusters Score: Raw -841770.409506 + Penalty 2838.836615 = -838931.572891 nChanged 4 SP:Iteration 49Q (5721.395500 sec): 3 clusters Score: Raw -841771.144874 + Penalty 2838.836615 = -838932.308259 nChanged 2 SP:Iteration 50Q (5721.462793 sec): 3 clusters Score: Raw -841771.689984 + Penalty 2838.836615 = -838932.853369 nChanged 3 SP:Iteration 51Q (5721.506208 sec): 3 clusters Score: Raw -841772.212803 + Penalty 2838.836615 = -838933.376188 nChanged 3 SP:Iteration 52Q (5721.563047 sec): 3 clusters Score: Raw -841772.769796 + Penalty 2838.836615 = -838933.933181 nChanged 2 SP:Iteration 53Q (5721.627338 sec): 3 clusters Score: Raw -841773.178221 + Penalty 2838.836615 = -838934.341606 nChanged 2 SP:Iteration 54Q (5721.668660 sec): 3 clusters Score: Raw -841773.955914 + Penalty 2838.836615 = -838935.119299 nChanged 3 SP:Iteration 55Q (5721.732200 sec): 3 clusters Score: Raw -841774.810072 + Penalty 2838.836615 = -838935.973457 nChanged 7 SP:Iteration 56Q (5721.776858 sec): 3 clusters Score: Raw -841776.470507 + Penalty 2838.836615 = -838937.633892 nChanged 4 SP:Iteration 57Q (5721.825258 sec): 3 clusters Score: Raw -841777.361548 + Penalty 2838.836615 = -838938.524934 nChanged 5 SP:Iteration 58Q (5721.880208 sec): 3 clusters Score: Raw -841778.351834 + Penalty 2838.836615 = -838939.515219 nChanged 1 SP:Iteration 59Q (5721.941963 sec): 3 clusters Score: Raw -841778.885717 + Penalty 2838.836615 = -838940.049102 nChanged 2 SP:Iteration 60F (5721.990393 sec): 3 clusters Score: Raw -841779.846333 + Penalty 2838.836615 = -838941.009718 nChanged 2 SP:Iteration 61Q (5722.028742 sec): 3 clusters Score: Raw -841780.205540 + Penalty 2838.836615 = -838941.368925 nChanged 1 SP:Iteration 62Q (5722.076240 sec): 3 clusters Score: Raw -841780.400114 + Penalty 2838.836615 = -838941.563499 nChanged 1 SP:Iteration 63Q (5722.133772 sec): 3 clusters Score: Raw -841780.711576 + Penalty 2838.836615 = -838941.874961 nChanged 2 SP:Iteration 64Q (5722.181593 sec): 3 clusters Score: Raw -841781.037184 + Penalty 2838.836615 = -838942.200569 nChanged 1 SP:Iteration 65Q (5722.224187 sec): 3 clusters Score: Raw -841781.214846 + Penalty 2838.836615 = -838942.378232 nChanged 1 SP:Iteration 66Q (5722.270514 sec): 3 clusters Score: Raw -841781.680898 + Penalty 2838.836615 = -838942.844284 nChanged 3 SP:Iteration 67Q (5722.320330 sec): 3 clusters Score: Raw -841782.268715 + Penalty 2838.836615 = -838943.432100 nChanged 4 SP:Iteration 68Q (5722.385800 sec): 3 clusters Score: Raw -841783.212864 + Penalty 2838.836615 = -838944.376249 nChanged 3 SP:Iteration 69Q (5722.436810 sec): 3 clusters Score: Raw -841783.937740 + Penalty 2838.836615 = -838945.101125 nChanged 0 SP:Iteration 70F (5722.481775 sec): 3 clusters Score: Raw -841783.937740 + Penalty 2838.836615 = -838945.101125 nChanged 0 Iteration 499Q (5728.728522 sec): 31 clusters Score: Raw -99944196.321700 + Penalty 66086.327377 = -99878109.994323 nChanged 4 Iteration 500F (5742.708981 sec): 31 clusters Score: Raw -99944196.342362 + Penalty 66086.327377 = -99878110.014985 nChanged 3 Iteration 501Q (5749.099367 sec): 31 clusters Score: Raw -99944196.376031 + Penalty 66086.327377 = -99878110.048654 nChanged 2 Iteration 502Q (5755.316471 sec): 31 clusters Score: Raw -99944196.382688 + Penalty 66086.327377 = -99878110.055311 nChanged 1 Iteration 503Q (5761.527789 sec): 31 clusters Score: Raw -99944196.384741 + Penalty 66086.327377 = -99878110.057364 nChanged 1 Iteration 504Q (5767.730091 sec): 31 clusters Score: Raw -99944196.386356 + Penalty 66086.327377 = -99878110.058979 nChanged 0 Iteration 505F (5781.725229 sec): 31 clusters Score: Raw -99944196.386356 + Penalty 66086.327377 = -99878110.058979 nChanged 0 Compute initial score before splitting: Score: Raw -99944196.386356 + Penalty 66086.327377 = -99878110.058979 Trying to split cluster 1 (8440 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5781.873187 sec): 2 clusters Score: Raw -1100025.547183 + Penalty 1469.119858 = -1098556.427325 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5781.926586 sec): 3 clusters Score: Raw -1095299.077705 + Penalty 2938.239716 = -1092360.837989 nChanged 3608 SP:Iteration 1F (5781.978553 sec): 3 clusters Score: Raw -1097293.384528 + Penalty 2938.239716 = -1094355.144812 nChanged 558 SP:Iteration 2F (5782.048009 sec): 3 clusters Score: Raw -1097555.852916 + Penalty 2938.239716 = -1094617.613200 nChanged 433 SP:Iteration 3F (5782.093247 sec): 3 clusters Score: Raw -1097754.276537 + Penalty 2938.239716 = -1094816.036821 nChanged 390 SP:Iteration 4Q (5782.155113 sec): 3 clusters Score: Raw -1097941.294124 + Penalty 2938.239716 = -1095003.054408 nChanged 381 SP:Iteration 5Q (5782.208520 sec): 3 clusters Score: Raw -1098123.842993 + Penalty 2938.239716 = -1095185.603277 nChanged 374 SP:Iteration 6Q (5782.270671 sec): 3 clusters Score: Raw -1098306.456108 + Penalty 2938.239716 = -1095368.216392 nChanged 360 SP:Iteration 7Q (5782.326764 sec): 3 clusters Score: Raw -1098486.403410 + Penalty 2938.239716 = -1095548.163694 nChanged 300 SP:Iteration 8Q (5782.383004 sec): 3 clusters Score: Raw -1098645.403929 + Penalty 2938.239716 = -1095707.164213 nChanged 270 SP:Iteration 9Q (5782.445885 sec): 3 clusters Score: Raw -1098767.870155 + Penalty 2938.239716 = -1095829.630439 nChanged 225 SP:Iteration 10Q (5782.494997 sec): 3 clusters Score: Raw -1098868.760271 + Penalty 2938.239716 = -1095930.520555 nChanged 213 SP:Iteration 11Q (5782.546790 sec): 3 clusters Score: Raw -1098973.919844 + Penalty 2938.239716 = -1096035.680128 nChanged 215 SP:Iteration 12Q (5782.588984 sec): 3 clusters Score: Raw -1099081.421749 + Penalty 2938.239716 = -1096143.182033 nChanged 211 SP:Iteration 13Q (5782.637257 sec): 3 clusters Score: Raw -1099196.356694 + Penalty 2938.239716 = -1096258.116978 nChanged 211 SP:Iteration 14Q (5782.690430 sec): 3 clusters Score: Raw -1099324.758458 + Penalty 2938.239716 = -1096386.518742 nChanged 207 SP:Iteration 15Q (5782.736465 sec): 3 clusters Score: Raw -1099471.190602 + Penalty 2938.239716 = -1096532.950886 nChanged 225 SP:Iteration 16Q (5782.789844 sec): 3 clusters Score: Raw -1099638.250164 + Penalty 2938.239716 = -1096700.010448 nChanged 174 SP:Iteration 17Q (5782.842941 sec): 3 clusters Score: Raw -1099754.378595 + Penalty 2938.239716 = -1096816.138879 nChanged 129 SP:Iteration 18Q (5782.901833 sec): 3 clusters Score: Raw -1099851.953458 + Penalty 2938.239716 = -1096913.713742 nChanged 105 SP:Iteration 19Q (5782.958610 sec): 3 clusters Score: Raw -1099934.090086 + Penalty 2938.239716 = -1096995.850370 nChanged 71 SP:Iteration 20F (5783.025385 sec): 3 clusters Score: Raw -1099996.563236 + Penalty 2938.239716 = -1097058.323520 nChanged 63 SP:Iteration 21Q (5783.082454 sec): 3 clusters Score: Raw -1100047.911274 + Penalty 2938.239716 = -1097109.671558 nChanged 38 SP:Iteration 22Q (5783.127374 sec): 3 clusters Score: Raw -1100079.617639 + Penalty 2938.239716 = -1097141.377923 nChanged 36 SP:Iteration 23Q (5783.196057 sec): 3 clusters Score: Raw -1100109.124507 + Penalty 2938.239716 = -1097170.884791 nChanged 19 SP:Iteration 24Q (5783.253690 sec): 3 clusters Score: Raw -1100124.858881 + Penalty 2938.239716 = -1097186.619165 nChanged 13 SP:Iteration 25Q (5783.314644 sec): 3 clusters Score: Raw -1100136.406219 + Penalty 2938.239716 = -1097198.166503 nChanged 14 SP:Iteration 26Q (5783.372996 sec): 3 clusters Score: Raw -1100150.615004 + Penalty 2938.239716 = -1097212.375288 nChanged 17 SP:Iteration 27Q (5783.419866 sec): 3 clusters Score: Raw -1100166.095568 + Penalty 2938.239716 = -1097227.855852 nChanged 14 SP:Iteration 28Q (5783.484351 sec): 3 clusters Score: Raw -1100177.376438 + Penalty 2938.239716 = -1097239.136722 nChanged 7 SP:Iteration 29Q (5783.528282 sec): 3 clusters Score: Raw -1100181.804221 + Penalty 2938.239716 = -1097243.564505 nChanged 4 SP:Iteration 30Q (5783.592650 sec): 3 clusters Score: Raw -1100185.056410 + Penalty 2938.239716 = -1097246.816694 nChanged 5 SP:Iteration 31Q (5783.647452 sec): 3 clusters Score: Raw -1100190.116377 + Penalty 2938.239716 = -1097251.876661 nChanged 11 SP:Iteration 32Q (5783.700407 sec): 3 clusters Score: Raw -1100201.000747 + Penalty 2938.239716 = -1097262.761031 nChanged 12 SP:Iteration 33Q (5783.772978 sec): 3 clusters Score: Raw -1100210.563037 + Penalty 2938.239716 = -1097272.323321 nChanged 9 SP:Iteration 34Q (5783.830298 sec): 3 clusters Score: Raw -1100218.390425 + Penalty 2938.239716 = -1097280.150709 nChanged 9 SP:Iteration 35Q (5783.889283 sec): 3 clusters Score: Raw -1100223.290221 + Penalty 2938.239716 = -1097285.050505 nChanged 5 SP:Iteration 36Q (5783.942931 sec): 3 clusters Score: Raw -1100229.116618 + Penalty 2938.239716 = -1097290.876902 nChanged 2 SP:Iteration 37Q (5784.005437 sec): 3 clusters Score: Raw -1100230.479720 + Penalty 2938.239716 = -1097292.240004 nChanged 1 SP:Iteration 38Q (5784.056043 sec): 3 clusters Score: Raw -1100230.995337 + Penalty 2938.239716 = -1097292.755621 nChanged 0 SP:Iteration 39F (5784.099537 sec): 3 clusters Score: Raw -1100230.995337 + Penalty 2938.239716 = -1097292.755621 nChanged 0 Trying to split cluster 2 (2826 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5784.134233 sec): 2 clusters Score: Raw -359590.480639 + Penalty 1291.325354 = -358299.155285 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5784.182537 sec): 3 clusters Score: Raw -358263.489410 + Penalty 2582.650708 = -355680.838702 nChanged 1076 SP:Iteration 1F (5784.220391 sec): 3 clusters Score: Raw -358949.658713 + Penalty 2582.650708 = -356367.008005 nChanged 205 SP:Iteration 2F (5784.267709 sec): 3 clusters Score: Raw -359095.519235 + Penalty 2582.650708 = -356512.868527 nChanged 155 SP:Iteration 3F (5784.312439 sec): 3 clusters Score: Raw -359229.745333 + Penalty 2582.650708 = -356647.094625 nChanged 169 SP:Iteration 4F (5784.356843 sec): 3 clusters Score: Raw -359397.057603 + Penalty 2582.650708 = -356814.406895 nChanged 166 SP:Iteration 5F (5784.401420 sec): 3 clusters Score: Raw -359553.950138 + Penalty 2582.650708 = -356971.299430 nChanged 175 SP:Iteration 6F (5784.448019 sec): 3 clusters Score: Raw -359759.103647 + Penalty 2582.650708 = -357176.452939 nChanged 173 SP:Iteration 7F (5784.494506 sec): 3 clusters Score: Raw -359913.802810 + Penalty 2582.650708 = -357331.152102 nChanged 146 SP:Iteration 8F (5784.540835 sec): 3 clusters Score: Raw -360050.692032 + Penalty 2582.650708 = -357468.041324 nChanged 104 SP:Iteration 9Q (5784.588415 sec): 3 clusters Score: Raw -360151.335799 + Penalty 2582.650708 = -357568.685091 nChanged 80 SP:Iteration 10Q (5784.636144 sec): 3 clusters Score: Raw -360214.617209 + Penalty 2582.650708 = -357631.966501 nChanged 58 SP:Iteration 11Q (5784.681486 sec): 3 clusters Score: Raw -360259.031000 + Penalty 2582.650708 = -357676.380292 nChanged 34 SP:Iteration 12Q (5784.727036 sec): 3 clusters Score: Raw -360280.690134 + Penalty 2582.650708 = -357698.039426 nChanged 28 SP:Iteration 13Q (5784.774610 sec): 3 clusters Score: Raw -360299.630386 + Penalty 2582.650708 = -357716.979678 nChanged 29 SP:Iteration 14Q (5784.822251 sec): 3 clusters Score: Raw -360319.931224 + Penalty 2582.650708 = -357737.280516 nChanged 23 SP:Iteration 15Q (5784.869971 sec): 3 clusters Score: Raw -360332.608233 + Penalty 2582.650708 = -357749.957525 nChanged 18 SP:Iteration 16Q (5784.915283 sec): 3 clusters Score: Raw -360344.824405 + Penalty 2582.650708 = -357762.173697 nChanged 17 SP:Iteration 17Q (5784.970353 sec): 3 clusters Score: Raw -360356.976363 + Penalty 2582.650708 = -357774.325655 nChanged 15 SP:Iteration 18Q (5785.030082 sec): 3 clusters Score: Raw -360364.788104 + Penalty 2582.650708 = -357782.137396 nChanged 18 SP:Iteration 19Q (5785.066178 sec): 3 clusters Score: Raw -360376.248592 + Penalty 2582.650708 = -357793.597884 nChanged 19 SP:Iteration 20F (5785.124920 sec): 3 clusters Score: Raw -360393.876009 + Penalty 2582.650708 = -357811.225301 nChanged 20 SP:Iteration 21Q (5785.177685 sec): 3 clusters Score: Raw -360403.761371 + Penalty 2582.650708 = -357821.110663 nChanged 12 SP:Iteration 22Q (5785.233298 sec): 3 clusters Score: Raw -360408.250746 + Penalty 2582.650708 = -357825.600038 nChanged 5 SP:Iteration 23Q (5785.282185 sec): 3 clusters Score: Raw -360410.533311 + Penalty 2582.650708 = -357827.882603 nChanged 2 SP:Iteration 24Q (5785.326478 sec): 3 clusters Score: Raw -360412.080088 + Penalty 2582.650708 = -357829.429380 nChanged 3 SP:Iteration 25Q (5785.386082 sec): 3 clusters Score: Raw -360413.453757 + Penalty 2582.650708 = -357830.803049 nChanged 4 SP:Iteration 26Q (5785.444085 sec): 3 clusters Score: Raw -360414.451295 + Penalty 2582.650708 = -357831.800587 nChanged 1 SP:Iteration 27Q (5785.493103 sec): 3 clusters Score: Raw -360414.723712 + Penalty 2582.650708 = -357832.073004 nChanged 1 SP:Iteration 28Q (5785.532211 sec): 3 clusters Score: Raw -360414.991111 + Penalty 2582.650708 = -357832.340402 nChanged 1 SP:Iteration 29Q (5785.592907 sec): 3 clusters Score: Raw -360415.401785 + Penalty 2582.650708 = -357832.751077 nChanged 1 SP:Iteration 30Q (5785.631964 sec): 3 clusters Score: Raw -360416.169321 + Penalty 2582.650708 = -357833.518613 nChanged 2 SP:Iteration 31Q (5785.679940 sec): 3 clusters Score: Raw -360418.639238 + Penalty 2582.650708 = -357835.988530 nChanged 1 SP:Iteration 32Q (5785.736239 sec): 3 clusters Score: Raw -360419.439350 + Penalty 2582.650708 = -357836.788642 nChanged 1 SP:Iteration 33Q (5785.784076 sec): 3 clusters Score: Raw -360419.522694 + Penalty 2582.650708 = -357836.871986 nChanged 0 SP:Iteration 34F (5785.831146 sec): 3 clusters Score: Raw -360419.522694 + Penalty 2582.650708 = -357836.871986 nChanged 0 Trying to split cluster 3 (12171 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5785.871487 sec): 2 clusters Score: Raw -1602722.550153 + Penalty 1528.606845 = -1601193.943308 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5785.935922 sec): 3 clusters Score: Raw -1595628.518872 + Penalty 3057.213689 = -1592571.305183 nChanged 5358 SP:Iteration 1F (5785.989573 sec): 3 clusters Score: Raw -1598646.888695 + Penalty 3057.213689 = -1595589.675005 nChanged 746 SP:Iteration 2F (5786.060299 sec): 3 clusters Score: Raw -1598997.132136 + Penalty 3057.213689 = -1595939.918446 nChanged 687 SP:Iteration 3F (5786.129445 sec): 3 clusters Score: Raw -1599312.837654 + Penalty 3057.213689 = -1596255.623965 nChanged 627 SP:Iteration 4F (5786.197081 sec): 3 clusters Score: Raw -1599603.776588 + Penalty 3057.213689 = -1596546.562899 nChanged 593 SP:Iteration 5Q (5786.268475 sec): 3 clusters Score: Raw -1599885.685220 + Penalty 3057.213689 = -1596828.471531 nChanged 545 SP:Iteration 6Q (5786.337784 sec): 3 clusters Score: Raw -1600148.369630 + Penalty 3057.213689 = -1597091.155941 nChanged 554 SP:Iteration 7Q (5786.392393 sec): 3 clusters Score: Raw -1600450.385029 + Penalty 3057.213689 = -1597393.171340 nChanged 533 SP:Iteration 8Q (5786.453561 sec): 3 clusters Score: Raw -1600797.019948 + Penalty 3057.213689 = -1597739.806259 nChanged 531 SP:Iteration 9Q (5786.516143 sec): 3 clusters Score: Raw -1601182.995806 + Penalty 3057.213689 = -1598125.782116 nChanged 493 SP:Iteration 10Q (5786.581290 sec): 3 clusters Score: Raw -1601551.031150 + Penalty 3057.213689 = -1598493.817461 nChanged 419 SP:Iteration 11Q (5786.643713 sec): 3 clusters Score: Raw -1601836.675825 + Penalty 3057.213689 = -1598779.462136 nChanged 312 SP:Iteration 12Q (5786.716623 sec): 3 clusters Score: Raw -1602033.796532 + Penalty 3057.213689 = -1598976.582843 nChanged 231 SP:Iteration 13Q (5786.776378 sec): 3 clusters Score: Raw -1602148.641107 + Penalty 3057.213689 = -1599091.427417 nChanged 171 SP:Iteration 14Q (5786.833389 sec): 3 clusters Score: Raw -1602228.158928 + Penalty 3057.213689 = -1599170.945239 nChanged 145 SP:Iteration 15Q (5786.910525 sec): 3 clusters Score: Raw -1602291.459618 + Penalty 3057.213689 = -1599234.245929 nChanged 149 SP:Iteration 16Q (5786.989065 sec): 3 clusters Score: Raw -1602355.434318 + Penalty 3057.213689 = -1599298.220629 nChanged 140 SP:Iteration 17Q (5787.042480 sec): 3 clusters Score: Raw -1602416.381885 + Penalty 3057.213689 = -1599359.168195 nChanged 122 SP:Iteration 18Q (5787.106524 sec): 3 clusters Score: Raw -1602468.786494 + Penalty 3057.213689 = -1599411.572805 nChanged 105 SP:Iteration 19Q (5787.171687 sec): 3 clusters Score: Raw -1602515.142766 + Penalty 3057.213689 = -1599457.929077 nChanged 101 SP:Iteration 20F (5787.246561 sec): 3 clusters Score: Raw -1602558.907791 + Penalty 3057.213689 = -1599501.694102 nChanged 86 SP:Iteration 21Q (5787.303935 sec): 3 clusters Score: Raw -1602598.103517 + Penalty 3057.213689 = -1599540.889827 nChanged 78 SP:Iteration 22Q (5787.374734 sec): 3 clusters Score: Raw -1602633.660334 + Penalty 3057.213689 = -1599576.446644 nChanged 75 SP:Iteration 23Q (5787.435391 sec): 3 clusters Score: Raw -1602668.689008 + Penalty 3057.213689 = -1599611.475319 nChanged 81 SP:Iteration 24Q (5787.506942 sec): 3 clusters Score: Raw -1602698.340916 + Penalty 3057.213689 = -1599641.127226 nChanged 63 SP:Iteration 25Q (5787.567668 sec): 3 clusters Score: Raw -1602724.048694 + Penalty 3057.213689 = -1599666.835004 nChanged 65 SP:Iteration 26Q (5787.633973 sec): 3 clusters Score: Raw -1602754.683271 + Penalty 3057.213689 = -1599697.469582 nChanged 56 SP:Iteration 27Q (5787.697774 sec): 3 clusters Score: Raw -1602780.026576 + Penalty 3057.213689 = -1599722.812887 nChanged 51 SP:Iteration 28Q (5787.768925 sec): 3 clusters Score: Raw -1602804.979590 + Penalty 3057.213689 = -1599747.765901 nChanged 52 SP:Iteration 29Q (5787.831191 sec): 3 clusters Score: Raw -1602826.653924 + Penalty 3057.213689 = -1599769.440235 nChanged 51 SP:Iteration 30Q (5787.885790 sec): 3 clusters Score: Raw -1602846.045053 + Penalty 3057.213689 = -1599788.831363 nChanged 39 SP:Iteration 31Q (5787.941818 sec): 3 clusters Score: Raw -1602858.460389 + Penalty 3057.213689 = -1599801.246699 nChanged 30 SP:Iteration 32Q (5788.001584 sec): 3 clusters Score: Raw -1602867.760215 + Penalty 3057.213689 = -1599810.546526 nChanged 28 SP:Iteration 33Q (5788.062515 sec): 3 clusters Score: Raw -1602877.216999 + Penalty 3057.213689 = -1599820.003310 nChanged 22 SP:Iteration 34Q (5788.130617 sec): 3 clusters Score: Raw -1602884.240008 + Penalty 3057.213689 = -1599827.026318 nChanged 23 SP:Iteration 35Q (5788.180388 sec): 3 clusters Score: Raw -1602890.994395 + Penalty 3057.213689 = -1599833.780705 nChanged 25 SP:Iteration 36Q (5788.239463 sec): 3 clusters Score: Raw -1602899.721863 + Penalty 3057.213689 = -1599842.508174 nChanged 23 SP:Iteration 37Q (5788.299897 sec): 3 clusters Score: Raw -1602906.342901 + Penalty 3057.213689 = -1599849.129212 nChanged 16 SP:Iteration 38Q (5788.359596 sec): 3 clusters Score: Raw -1602911.347324 + Penalty 3057.213689 = -1599854.133635 nChanged 16 SP:Iteration 39Q (5788.419171 sec): 3 clusters Score: Raw -1602915.088302 + Penalty 3057.213689 = -1599857.874612 nChanged 17 SP:Iteration 40F (5788.483394 sec): 3 clusters Score: Raw -1602920.620218 + Penalty 3057.213689 = -1599863.406528 nChanged 17 SP:Iteration 41Q (5788.543323 sec): 3 clusters Score: Raw -1602927.448905 + Penalty 3057.213689 = -1599870.235215 nChanged 21 SP:Iteration 42Q (5788.611135 sec): 3 clusters Score: Raw -1602936.155830 + Penalty 3057.213689 = -1599878.942140 nChanged 17 SP:Iteration 43Q (5788.657644 sec): 3 clusters Score: Raw -1602941.686730 + Penalty 3057.213689 = -1599884.473040 nChanged 9 SP:Iteration 44Q (5788.720725 sec): 3 clusters Score: Raw -1602944.211510 + Penalty 3057.213689 = -1599886.997821 nChanged 12 SP:Iteration 45Q (5788.785385 sec): 3 clusters Score: Raw -1602947.357795 + Penalty 3057.213689 = -1599890.144106 nChanged 8 SP:Iteration 46Q (5788.847597 sec): 3 clusters Score: Raw -1602949.747489 + Penalty 3057.213689 = -1599892.533799 nChanged 7 SP:Iteration 47Q (5788.918289 sec): 3 clusters Score: Raw -1602951.027656 + Penalty 3057.213689 = -1599893.813967 nChanged 4 SP:Iteration 48Q (5788.984824 sec): 3 clusters Score: Raw -1602952.217973 + Penalty 3057.213689 = -1599895.004283 nChanged 5 SP:Iteration 49Q (5789.034667 sec): 3 clusters Score: Raw -1602953.519479 + Penalty 3057.213689 = -1599896.305790 nChanged 4 SP:Iteration 50Q (5789.106897 sec): 3 clusters Score: Raw -1602954.383910 + Penalty 3057.213689 = -1599897.170220 nChanged 4 SP:Iteration 51Q (5789.173126 sec): 3 clusters Score: Raw -1602955.553467 + Penalty 3057.213689 = -1599898.339777 nChanged 4 SP:Iteration 52Q (5789.238552 sec): 3 clusters Score: Raw -1602956.352054 + Penalty 3057.213689 = -1599899.138365 nChanged 1 SP:Iteration 53Q (5789.302778 sec): 3 clusters Score: Raw -1602956.495938 + Penalty 3057.213689 = -1599899.282249 nChanged 1 SP:Iteration 54Q (5789.368980 sec): 3 clusters Score: Raw -1602956.807893 + Penalty 3057.213689 = -1599899.594204 nChanged 2 SP:Iteration 55Q (5789.424418 sec): 3 clusters Score: Raw -1602957.078268 + Penalty 3057.213689 = -1599899.864579 nChanged 3 SP:Iteration 56Q (5789.501198 sec): 3 clusters Score: Raw -1602957.574724 + Penalty 3057.213689 = -1599900.361035 nChanged 0 SP:Iteration 57F (5789.560316 sec): 3 clusters Score: Raw -1602957.574724 + Penalty 3057.213689 = -1599900.361035 nChanged 0 Trying to split cluster 4 (3664 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5789.598648 sec): 2 clusters Score: Raw -469006.894855 + Penalty 1333.525493 = -467673.369362 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5789.649896 sec): 3 clusters Score: Raw -467203.720388 + Penalty 2667.050986 = -464536.669402 nChanged 1452 SP:Iteration 1F (5789.694870 sec): 3 clusters Score: Raw -468121.266815 + Penalty 2667.050986 = -465454.215829 nChanged 298 SP:Iteration 2F (5789.746784 sec): 3 clusters Score: Raw -468369.137280 + Penalty 2667.050986 = -465702.086294 nChanged 257 SP:Iteration 3F (5789.804762 sec): 3 clusters Score: Raw -468582.751408 + Penalty 2667.050986 = -465915.700422 nChanged 200 SP:Iteration 4F (5789.857291 sec): 3 clusters Score: Raw -468755.789956 + Penalty 2667.050986 = -466088.738970 nChanged 173 SP:Iteration 5Q (5789.897106 sec): 3 clusters Score: Raw -468876.136612 + Penalty 2667.050986 = -466209.085626 nChanged 147 SP:Iteration 6Q (5789.957002 sec): 3 clusters Score: Raw -468972.262604 + Penalty 2667.050986 = -466305.211618 nChanged 125 SP:Iteration 7Q (5790.005778 sec): 3 clusters Score: Raw -469053.718785 + Penalty 2667.050986 = -466386.667799 nChanged 105 SP:Iteration 8Q (5790.054607 sec): 3 clusters Score: Raw -469124.297864 + Penalty 2667.050986 = -466457.246878 nChanged 108 SP:Iteration 9Q (5790.093580 sec): 3 clusters Score: Raw -469201.220317 + Penalty 2667.050986 = -466534.169331 nChanged 100 SP:Iteration 10Q (5790.152239 sec): 3 clusters Score: Raw -469275.429026 + Penalty 2667.050986 = -466608.378040 nChanged 78 SP:Iteration 11Q (5790.199986 sec): 3 clusters Score: Raw -469329.467950 + Penalty 2667.050986 = -466662.416964 nChanged 58 SP:Iteration 12Q (5790.247280 sec): 3 clusters Score: Raw -469363.842404 + Penalty 2667.050986 = -466696.791419 nChanged 51 SP:Iteration 13Q (5790.288478 sec): 3 clusters Score: Raw -469393.927154 + Penalty 2667.050986 = -466726.876169 nChanged 42 SP:Iteration 14Q (5790.335675 sec): 3 clusters Score: Raw -469414.821347 + Penalty 2667.050986 = -466747.770361 nChanged 28 SP:Iteration 15Q (5790.396618 sec): 3 clusters Score: Raw -469427.174851 + Penalty 2667.050986 = -466760.123865 nChanged 27 SP:Iteration 16Q (5790.449919 sec): 3 clusters Score: Raw -469437.293271 + Penalty 2667.050986 = -466770.242285 nChanged 22 SP:Iteration 17Q (5790.503305 sec): 3 clusters Score: Raw -469444.915527 + Penalty 2667.050986 = -466777.864541 nChanged 18 SP:Iteration 18Q (5790.559847 sec): 3 clusters Score: Raw -469451.677973 + Penalty 2667.050986 = -466784.626987 nChanged 16 SP:Iteration 19Q (5790.607129 sec): 3 clusters Score: Raw -469459.308938 + Penalty 2667.050986 = -466792.257952 nChanged 16 SP:Iteration 20F (5790.660332 sec): 3 clusters Score: Raw -469464.471182 + Penalty 2667.050986 = -466797.420196 nChanged 10 SP:Iteration 21Q (5790.713053 sec): 3 clusters Score: Raw -469468.443236 + Penalty 2667.050986 = -466801.392250 nChanged 9 SP:Iteration 22Q (5790.772561 sec): 3 clusters Score: Raw -469471.911010 + Penalty 2667.050986 = -466804.860024 nChanged 8 SP:Iteration 23Q (5790.814921 sec): 3 clusters Score: Raw -469476.404210 + Penalty 2667.050986 = -466809.353224 nChanged 6 SP:Iteration 24Q (5790.878541 sec): 3 clusters Score: Raw -469479.845985 + Penalty 2667.050986 = -466812.794999 nChanged 11 SP:Iteration 25Q (5790.929534 sec): 3 clusters Score: Raw -469483.892064 + Penalty 2667.050986 = -466816.841078 nChanged 5 SP:Iteration 26Q (5790.982033 sec): 3 clusters Score: Raw -469485.688436 + Penalty 2667.050986 = -466818.637450 nChanged 7 SP:Iteration 27Q (5791.035040 sec): 3 clusters Score: Raw -469487.732841 + Penalty 2667.050986 = -466820.681855 nChanged 7 SP:Iteration 28Q (5791.075178 sec): 3 clusters Score: Raw -469490.678432 + Penalty 2667.050986 = -466823.627446 nChanged 10 SP:Iteration 29Q (5791.127989 sec): 3 clusters Score: Raw -469493.968989 + Penalty 2667.050986 = -466826.918003 nChanged 10 SP:Iteration 30Q (5791.183047 sec): 3 clusters Score: Raw -469500.026338 + Penalty 2667.050986 = -466832.975352 nChanged 10 SP:Iteration 31Q (5791.246742 sec): 3 clusters Score: Raw -469503.788715 + Penalty 2667.050986 = -466836.737729 nChanged 9 SP:Iteration 32Q (5791.300204 sec): 3 clusters Score: Raw -469507.228858 + Penalty 2667.050986 = -466840.177872 nChanged 7 SP:Iteration 33Q (5791.346390 sec): 3 clusters Score: Raw -469509.583283 + Penalty 2667.050986 = -466842.532297 nChanged 8 SP:Iteration 34Q (5791.393998 sec): 3 clusters Score: Raw -469512.312211 + Penalty 2667.050986 = -466845.261225 nChanged 12 SP:Iteration 35Q (5791.425900 sec): 3 clusters Score: Raw -469518.215822 + Penalty 2667.050986 = -466851.164837 nChanged 9 SP:Iteration 36Q (5791.480249 sec): 3 clusters Score: Raw -469521.436401 + Penalty 2667.050986 = -466854.385415 nChanged 7 SP:Iteration 37Q (5791.530000 sec): 3 clusters Score: Raw -469525.141131 + Penalty 2667.050986 = -466858.090145 nChanged 11 SP:Iteration 38Q (5791.588451 sec): 3 clusters Score: Raw -469529.738617 + Penalty 2667.050986 = -466862.687631 nChanged 11 SP:Iteration 39Q (5791.629307 sec): 3 clusters Score: Raw -469534.728575 + Penalty 2667.050986 = -466867.677589 nChanged 7 SP:Iteration 40F (5791.684984 sec): 3 clusters Score: Raw -469537.548500 + Penalty 2667.050986 = -466870.497514 nChanged 5 SP:Iteration 41Q (5791.724311 sec): 3 clusters Score: Raw -469539.802738 + Penalty 2667.050986 = -466872.751752 nChanged 4 SP:Iteration 42Q (5791.770946 sec): 3 clusters Score: Raw -469541.008454 + Penalty 2667.050986 = -466873.957468 nChanged 2 SP:Iteration 43Q (5791.817879 sec): 3 clusters Score: Raw -469541.413555 + Penalty 2667.050986 = -466874.362569 nChanged 2 SP:Iteration 44Q (5791.864785 sec): 3 clusters Score: Raw -469541.784793 + Penalty 2667.050986 = -466874.733807 nChanged 1 SP:Iteration 45Q (5791.926225 sec): 3 clusters Score: Raw -469541.913835 + Penalty 2667.050986 = -466874.862849 nChanged 1 SP:Iteration 46Q (5791.979600 sec): 3 clusters Score: Raw -469542.166565 + Penalty 2667.050986 = -466875.115579 nChanged 1 SP:Iteration 47Q (5792.018602 sec): 3 clusters Score: Raw -469542.302786 + Penalty 2667.050986 = -466875.251800 nChanged 0 SP:Iteration 48F (5792.073621 sec): 3 clusters Score: Raw -469542.302786 + Penalty 2667.050986 = -466875.251800 nChanged 0 Trying to split cluster 5 (3692 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5792.106229 sec): 2 clusters Score: Raw -486552.113759 + Penalty 1334.762584 = -485217.351174 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5792.147367 sec): 3 clusters Score: Raw -484738.509470 + Penalty 2669.525169 = -482068.984301 nChanged 1446 SP:Iteration 1F (5792.194769 sec): 3 clusters Score: Raw -485624.278790 + Penalty 2669.525169 = -482954.753621 nChanged 327 SP:Iteration 2F (5792.256758 sec): 3 clusters Score: Raw -485843.824268 + Penalty 2669.525169 = -483174.299099 nChanged 227 SP:Iteration 3F (5792.295393 sec): 3 clusters Score: Raw -486009.314871 + Penalty 2669.525169 = -483339.789702 nChanged 177 SP:Iteration 4Q (5792.351566 sec): 3 clusters Score: Raw -486138.492803 + Penalty 2669.525169 = -483468.967634 nChanged 148 SP:Iteration 5Q (5792.406620 sec): 3 clusters Score: Raw -486233.115936 + Penalty 2669.525169 = -483563.590767 nChanged 151 SP:Iteration 6Q (5792.451394 sec): 3 clusters Score: Raw -486334.733121 + Penalty 2669.525169 = -483665.207953 nChanged 131 SP:Iteration 7Q (5792.496714 sec): 3 clusters Score: Raw -486422.339751 + Penalty 2669.525169 = -483752.814583 nChanged 105 SP:Iteration 8Q (5792.535776 sec): 3 clusters Score: Raw -486492.144383 + Penalty 2669.525169 = -483822.619214 nChanged 93 SP:Iteration 9Q (5792.579348 sec): 3 clusters Score: Raw -486549.030131 + Penalty 2669.525169 = -483879.504962 nChanged 97 SP:Iteration 10Q (5792.633507 sec): 3 clusters Score: Raw -486615.173939 + Penalty 2669.525169 = -483945.648771 nChanged 105 SP:Iteration 11Q (5792.688257 sec): 3 clusters Score: Raw -486682.264974 + Penalty 2669.525169 = -484012.739806 nChanged 86 SP:Iteration 12Q (5792.739817 sec): 3 clusters Score: Raw -486732.378121 + Penalty 2669.525169 = -484062.852953 nChanged 70 SP:Iteration 13Q (5792.788538 sec): 3 clusters Score: Raw -486766.096086 + Penalty 2669.525169 = -484096.570917 nChanged 53 SP:Iteration 14Q (5792.842951 sec): 3 clusters Score: Raw -486792.432979 + Penalty 2669.525169 = -484122.907810 nChanged 42 SP:Iteration 15Q (5792.881418 sec): 3 clusters Score: Raw -486810.785857 + Penalty 2669.525169 = -484141.260688 nChanged 31 SP:Iteration 16Q (5792.936047 sec): 3 clusters Score: Raw -486822.184198 + Penalty 2669.525169 = -484152.659029 nChanged 22 SP:Iteration 17Q (5792.991092 sec): 3 clusters Score: Raw -486829.795865 + Penalty 2669.525169 = -484160.270696 nChanged 15 SP:Iteration 18Q (5793.042406 sec): 3 clusters Score: Raw -486835.977264 + Penalty 2669.525169 = -484166.452096 nChanged 13 SP:Iteration 19Q (5793.090658 sec): 3 clusters Score: Raw -486842.004190 + Penalty 2669.525169 = -484172.479021 nChanged 16 SP:Iteration 20F (5793.141920 sec): 3 clusters Score: Raw -486847.610721 + Penalty 2669.525169 = -484178.085552 nChanged 15 SP:Iteration 21Q (5793.184818 sec): 3 clusters Score: Raw -486852.372591 + Penalty 2669.525169 = -484182.847423 nChanged 10 SP:Iteration 22Q (5793.237853 sec): 3 clusters Score: Raw -486856.536150 + Penalty 2669.525169 = -484187.010981 nChanged 12 SP:Iteration 23Q (5793.282109 sec): 3 clusters Score: Raw -486860.832425 + Penalty 2669.525169 = -484191.307256 nChanged 7 SP:Iteration 24Q (5793.337071 sec): 3 clusters Score: Raw -486862.800512 + Penalty 2669.525169 = -484193.275343 nChanged 6 SP:Iteration 25Q (5793.392383 sec): 3 clusters Score: Raw -486864.417975 + Penalty 2669.525169 = -484194.892806 nChanged 2 SP:Iteration 26Q (5793.445836 sec): 3 clusters Score: Raw -486865.299673 + Penalty 2669.525169 = -484195.774505 nChanged 4 SP:Iteration 27Q (5793.511360 sec): 3 clusters Score: Raw -486866.649461 + Penalty 2669.525169 = -484197.124293 nChanged 3 SP:Iteration 28Q (5793.554031 sec): 3 clusters Score: Raw -486868.310824 + Penalty 2669.525169 = -484198.785655 nChanged 6 SP:Iteration 29Q (5793.616604 sec): 3 clusters Score: Raw -486870.468754 + Penalty 2669.525169 = -484200.943586 nChanged 9 SP:Iteration 30Q (5793.668788 sec): 3 clusters Score: Raw -486873.522471 + Penalty 2669.525169 = -484203.997302 nChanged 7 SP:Iteration 31Q (5793.722157 sec): 3 clusters Score: Raw -486876.106297 + Penalty 2669.525169 = -484206.581128 nChanged 3 SP:Iteration 32Q (5793.769798 sec): 3 clusters Score: Raw -486876.949231 + Penalty 2669.525169 = -484207.424062 nChanged 2 SP:Iteration 33Q (5793.809219 sec): 3 clusters Score: Raw -486877.389286 + Penalty 2669.525169 = -484207.864118 nChanged 0 SP:Iteration 34F (5793.854393 sec): 3 clusters Score: Raw -486877.389286 + Penalty 2669.525169 = -484207.864118 nChanged 0 Trying to split cluster 6 (6295 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5793.890108 sec): 2 clusters Score: Raw -851684.069027 + Penalty 1421.470529 = -850262.598498 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5793.939949 sec): 3 clusters Score: Raw -848268.165131 + Penalty 2842.941058 = -845425.224073 nChanged 2638 SP:Iteration 1F (5793.996676 sec): 3 clusters Score: Raw -849669.659814 + Penalty 2842.941058 = -846826.718756 nChanged 396 SP:Iteration 2F (5794.054989 sec): 3 clusters Score: Raw -849878.256143 + Penalty 2842.941058 = -847035.315085 nChanged 325 SP:Iteration 3F (5794.105949 sec): 3 clusters Score: Raw -850038.623403 + Penalty 2842.941058 = -847195.682345 nChanged 276 SP:Iteration 4Q (5794.171440 sec): 3 clusters Score: Raw -850173.842433 + Penalty 2842.941058 = -847330.901375 nChanged 237 SP:Iteration 5Q (5794.221371 sec): 3 clusters Score: Raw -850292.768034 + Penalty 2842.941058 = -847449.826977 nChanged 232 SP:Iteration 6Q (5794.287273 sec): 3 clusters Score: Raw -850425.556807 + Penalty 2842.941058 = -847582.615749 nChanged 224 SP:Iteration 7Q (5794.347169 sec): 3 clusters Score: Raw -850555.102762 + Penalty 2842.941058 = -847712.161704 nChanged 231 SP:Iteration 8Q (5794.400573 sec): 3 clusters Score: Raw -850695.376910 + Penalty 2842.941058 = -847852.435853 nChanged 225 SP:Iteration 9Q (5794.449178 sec): 3 clusters Score: Raw -850835.077880 + Penalty 2842.941058 = -847992.136822 nChanged 245 SP:Iteration 10Q (5794.508794 sec): 3 clusters Score: Raw -850979.263943 + Penalty 2842.941058 = -848136.322885 nChanged 231 SP:Iteration 11Q (5794.555083 sec): 3 clusters Score: Raw -851105.003129 + Penalty 2842.941058 = -848262.062071 nChanged 203 SP:Iteration 12Q (5794.618913 sec): 3 clusters Score: Raw -851220.189855 + Penalty 2842.941058 = -848377.248797 nChanged 178 SP:Iteration 13Q (5794.663623 sec): 3 clusters Score: Raw -851297.034891 + Penalty 2842.941058 = -848454.093833 nChanged 142 SP:Iteration 14Q (5794.725678 sec): 3 clusters Score: Raw -851360.618454 + Penalty 2842.941058 = -848517.677396 nChanged 130 SP:Iteration 15Q (5794.773627 sec): 3 clusters Score: Raw -851412.109643 + Penalty 2842.941058 = -848569.168586 nChanged 108 SP:Iteration 16Q (5794.826715 sec): 3 clusters Score: Raw -851457.292893 + Penalty 2842.941058 = -848614.351835 nChanged 117 SP:Iteration 17Q (5794.889831 sec): 3 clusters Score: Raw -851508.873706 + Penalty 2842.941058 = -848665.932649 nChanged 108 SP:Iteration 18Q (5794.944030 sec): 3 clusters Score: Raw -851553.205001 + Penalty 2842.941058 = -848710.263943 nChanged 90 SP:Iteration 19Q (5794.998543 sec): 3 clusters Score: Raw -851587.728126 + Penalty 2842.941058 = -848744.787069 nChanged 66 SP:Iteration 20F (5795.056035 sec): 3 clusters Score: Raw -851606.010250 + Penalty 2842.941058 = -848763.069193 nChanged 44 SP:Iteration 21Q (5795.104253 sec): 3 clusters Score: Raw -851619.118273 + Penalty 2842.941058 = -848776.177216 nChanged 47 SP:Iteration 22Q (5795.168735 sec): 3 clusters Score: Raw -851633.000730 + Penalty 2842.941058 = -848790.059672 nChanged 47 SP:Iteration 23Q (5795.218872 sec): 3 clusters Score: Raw -851645.992068 + Penalty 2842.941058 = -848803.051010 nChanged 36 SP:Iteration 24Q (5795.278355 sec): 3 clusters Score: Raw -851654.506298 + Penalty 2842.941058 = -848811.565241 nChanged 39 SP:Iteration 25Q (5795.333131 sec): 3 clusters Score: Raw -851664.552803 + Penalty 2842.941058 = -848821.611745 nChanged 41 SP:Iteration 26Q (5795.400445 sec): 3 clusters Score: Raw -851675.661578 + Penalty 2842.941058 = -848832.720520 nChanged 33 SP:Iteration 27Q (5795.460676 sec): 3 clusters Score: Raw -851684.059514 + Penalty 2842.941058 = -848841.118456 nChanged 38 SP:Iteration 28Q (5795.505353 sec): 3 clusters Score: Raw -851694.360384 + Penalty 2842.941058 = -848851.419327 nChanged 42 SP:Iteration 29Q (5795.570523 sec): 3 clusters Score: Raw -851705.640454 + Penalty 2842.941058 = -848862.699396 nChanged 35 SP:Iteration 30Q (5795.629560 sec): 3 clusters Score: Raw -851713.642749 + Penalty 2842.941058 = -848870.701691 nChanged 25 SP:Iteration 31Q (5795.688463 sec): 3 clusters Score: Raw -851719.511036 + Penalty 2842.941058 = -848876.569978 nChanged 22 SP:Iteration 32Q (5795.739056 sec): 3 clusters Score: Raw -851724.478208 + Penalty 2842.941058 = -848881.537151 nChanged 22 SP:Iteration 33Q (5795.806200 sec): 3 clusters Score: Raw -851729.443647 + Penalty 2842.941058 = -848886.502589 nChanged 28 SP:Iteration 34Q (5795.862073 sec): 3 clusters Score: Raw -851737.850226 + Penalty 2842.941058 = -848894.909169 nChanged 24 SP:Iteration 35Q (5795.912483 sec): 3 clusters Score: Raw -851745.337865 + Penalty 2842.941058 = -848902.396807 nChanged 28 SP:Iteration 36Q (5795.972221 sec): 3 clusters Score: Raw -851754.392562 + Penalty 2842.941058 = -848911.451505 nChanged 25 SP:Iteration 37Q (5796.030309 sec): 3 clusters Score: Raw -851761.366139 + Penalty 2842.941058 = -848918.425082 nChanged 25 SP:Iteration 38Q (5796.089976 sec): 3 clusters Score: Raw -851768.810876 + Penalty 2842.941058 = -848925.869818 nChanged 27 SP:Iteration 39Q (5796.148264 sec): 3 clusters Score: Raw -851773.568163 + Penalty 2842.941058 = -848930.627106 nChanged 20 SP:Iteration 40F (5796.207928 sec): 3 clusters Score: Raw -851776.924538 + Penalty 2842.941058 = -848933.983480 nChanged 7 SP:Iteration 41Q (5796.267528 sec): 3 clusters Score: Raw -851778.356654 + Penalty 2842.941058 = -848935.415596 nChanged 14 SP:Iteration 42Q (5796.327082 sec): 3 clusters Score: Raw -851781.518679 + Penalty 2842.941058 = -848938.577622 nChanged 18 SP:Iteration 43Q (5796.386723 sec): 3 clusters Score: Raw -851786.246996 + Penalty 2842.941058 = -848943.305938 nChanged 17 SP:Iteration 44Q (5796.446275 sec): 3 clusters Score: Raw -851789.468848 + Penalty 2842.941058 = -848946.527790 nChanged 9 SP:Iteration 45Q (5796.509344 sec): 3 clusters Score: Raw -851790.759937 + Penalty 2842.941058 = -848947.818879 nChanged 7 SP:Iteration 46Q (5796.568656 sec): 3 clusters Score: Raw -851792.585298 + Penalty 2842.941058 = -848949.644240 nChanged 9 SP:Iteration 47Q (5796.623409 sec): 3 clusters Score: Raw -851794.174808 + Penalty 2842.941058 = -848951.233750 nChanged 14 SP:Iteration 48Q (5796.668044 sec): 3 clusters Score: Raw -851795.944103 + Penalty 2842.941058 = -848953.003045 nChanged 10 SP:Iteration 49Q (5796.731622 sec): 3 clusters Score: Raw -851797.515187 + Penalty 2842.941058 = -848954.574129 nChanged 6 SP:Iteration 50Q (5796.783325 sec): 3 clusters Score: Raw -851798.298435 + Penalty 2842.941058 = -848955.357377 nChanged 6 SP:Iteration 51Q (5796.834733 sec): 3 clusters Score: Raw -851799.055486 + Penalty 2842.941058 = -848956.114428 nChanged 7 SP:Iteration 52Q (5796.887941 sec): 3 clusters Score: Raw -851799.997978 + Penalty 2842.941058 = -848957.056920 nChanged 3 SP:Iteration 53Q (5796.951879 sec): 3 clusters Score: Raw -851800.358050 + Penalty 2842.941058 = -848957.416992 nChanged 3 SP:Iteration 54Q (5797.004899 sec): 3 clusters Score: Raw -851800.710040 + Penalty 2842.941058 = -848957.768983 nChanged 2 SP:Iteration 55Q (5797.056696 sec): 3 clusters Score: Raw -851800.979614 + Penalty 2842.941058 = -848958.038557 nChanged 0 SP:Iteration 56F (5797.103997 sec): 3 clusters Score: Raw -851800.979614 + Penalty 2842.941058 = -848958.038557 nChanged 0 Trying to split cluster 7 (1882 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5797.134728 sec): 2 clusters Score: Raw -227972.516806 + Penalty 1225.264677 = -226747.252129 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5797.189009 sec): 3 clusters Score: Raw -227212.706359 + Penalty 2450.529354 = -224762.177005 nChanged 664 SP:Iteration 1F (5797.237055 sec): 3 clusters Score: Raw -227705.385935 + Penalty 2450.529354 = -225254.856581 nChanged 183 SP:Iteration 2F (5797.288729 sec): 3 clusters Score: Raw -227907.726638 + Penalty 2450.529354 = -225457.197284 nChanged 151 SP:Iteration 3F (5797.328896 sec): 3 clusters Score: Raw -228060.627920 + Penalty 2450.529354 = -225610.098566 nChanged 101 SP:Iteration 4F (5797.384751 sec): 3 clusters Score: Raw -228157.251289 + Penalty 2450.529354 = -225706.721935 nChanged 67 SP:Iteration 5Q (5797.418027 sec): 3 clusters Score: Raw -228219.319263 + Penalty 2450.529354 = -225768.789909 nChanged 60 SP:Iteration 6Q (5797.463761 sec): 3 clusters Score: Raw -228282.401862 + Penalty 2450.529354 = -225831.872508 nChanged 62 SP:Iteration 7Q (5797.512580 sec): 3 clusters Score: Raw -228350.144042 + Penalty 2450.529354 = -225899.614688 nChanged 56 SP:Iteration 8Q (5797.562686 sec): 3 clusters Score: Raw -228413.762162 + Penalty 2450.529354 = -225963.232808 nChanged 44 SP:Iteration 9Q (5797.621130 sec): 3 clusters Score: Raw -228450.750451 + Penalty 2450.529354 = -226000.221097 nChanged 34 SP:Iteration 10Q (5797.665780 sec): 3 clusters Score: Raw -228477.097649 + Penalty 2450.529354 = -226026.568295 nChanged 33 SP:Iteration 11Q (5797.712832 sec): 3 clusters Score: Raw -228504.149622 + Penalty 2450.529354 = -226053.620268 nChanged 22 SP:Iteration 12Q (5797.759724 sec): 3 clusters Score: Raw -228518.311095 + Penalty 2450.529354 = -226067.781741 nChanged 13 SP:Iteration 13Q (5797.796373 sec): 3 clusters Score: Raw -228525.713809 + Penalty 2450.529354 = -226075.184455 nChanged 15 SP:Iteration 14Q (5797.843864 sec): 3 clusters Score: Raw -228537.936320 + Penalty 2450.529354 = -226087.406966 nChanged 14 SP:Iteration 15Q (5797.889312 sec): 3 clusters Score: Raw -228546.580941 + Penalty 2450.529354 = -226096.051587 nChanged 9 SP:Iteration 16Q (5797.936425 sec): 3 clusters Score: Raw -228553.127790 + Penalty 2450.529354 = -226102.598436 nChanged 16 SP:Iteration 17Q (5797.983458 sec): 3 clusters Score: Raw -228560.477241 + Penalty 2450.529354 = -226109.947887 nChanged 11 SP:Iteration 18Q (5798.031175 sec): 3 clusters Score: Raw -228565.471498 + Penalty 2450.529354 = -226114.942144 nChanged 6 SP:Iteration 19Q (5798.078614 sec): 3 clusters Score: Raw -228568.935303 + Penalty 2450.529354 = -226118.405949 nChanged 4 SP:Iteration 20F (5798.126165 sec): 3 clusters Score: Raw -228570.893768 + Penalty 2450.529354 = -226120.364414 nChanged 0 Trying to split cluster 8 (30303 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5798.199886 sec): 2 clusters Score: Raw -3941338.091024 + Penalty 1676.837824 = -3939661.253199 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5798.290209 sec): 3 clusters Score: Raw -3922637.530639 + Penalty 3353.675649 = -3919283.854990 nChanged 13890 SP:Iteration 1F (5798.368358 sec): 3 clusters Score: Raw -3930276.112867 + Penalty 3353.675649 = -3926922.437218 nChanged 1505 SP:Iteration 2Q (5798.465466 sec): 3 clusters Score: Raw -3930851.638515 + Penalty 3353.675649 = -3927497.962866 nChanged 1601 SP:Iteration 3F (5798.555664 sec): 3 clusters Score: Raw -3931567.946323 + Penalty 3353.675649 = -3928214.270674 nChanged 1808 SP:Iteration 4F (5798.649634 sec): 3 clusters Score: Raw -3932581.489867 + Penalty 3353.675649 = -3929227.814218 nChanged 2124 SP:Iteration 5F (5798.737988 sec): 3 clusters Score: Raw -3934018.568366 + Penalty 3353.675649 = -3930664.892717 nChanged 2241 SP:Iteration 6F (5798.841836 sec): 3 clusters Score: Raw -3935793.857748 + Penalty 3353.675649 = -3932440.182099 nChanged 2154 SP:Iteration 7F (5798.933911 sec): 3 clusters Score: Raw -3937697.506349 + Penalty 3353.675649 = -3934343.830700 nChanged 1811 SP:Iteration 8F (5799.025303 sec): 3 clusters Score: Raw -3939377.474810 + Penalty 3353.675649 = -3936023.799161 nChanged 1131 SP:Iteration 9Q (5799.112778 sec): 3 clusters Score: Raw -3940387.718880 + Penalty 3353.675649 = -3937034.043231 nChanged 594 SP:Iteration 10Q (5799.209156 sec): 3 clusters Score: Raw -3940939.868954 + Penalty 3353.675649 = -3937586.193305 nChanged 294 SP:Iteration 11Q (5799.290273 sec): 3 clusters Score: Raw -3941239.312434 + Penalty 3353.675649 = -3937885.636785 nChanged 145 SP:Iteration 12Q (5799.389617 sec): 3 clusters Score: Raw -3941391.400840 + Penalty 3353.675649 = -3938037.725191 nChanged 73 SP:Iteration 13Q (5799.474233 sec): 3 clusters Score: Raw -3941472.215386 + Penalty 3353.675649 = -3938118.539737 nChanged 44 SP:Iteration 14Q (5799.557592 sec): 3 clusters Score: Raw -3941510.090551 + Penalty 3353.675649 = -3938156.414902 nChanged 36 SP:Iteration 15Q (5799.643209 sec): 3 clusters Score: Raw -3941543.662922 + Penalty 3353.675649 = -3938189.987273 nChanged 26 SP:Iteration 16Q (5799.724993 sec): 3 clusters Score: Raw -3941574.461786 + Penalty 3353.675649 = -3938220.786137 nChanged 11 SP:Iteration 17Q (5799.806611 sec): 3 clusters Score: Raw -3941583.304833 + Penalty 3353.675649 = -3938229.629184 nChanged 13 SP:Iteration 18Q (5799.888423 sec): 3 clusters Score: Raw -3941594.802660 + Penalty 3353.675649 = -3938241.127011 nChanged 10 SP:Iteration 19Q (5799.959306 sec): 3 clusters Score: Raw -3941604.937250 + Penalty 3353.675649 = -3938251.261601 nChanged 7 SP:Iteration 20F (5800.047980 sec): 3 clusters Score: Raw -3941610.991298 + Penalty 3353.675649 = -3938257.315649 nChanged 9 SP:Iteration 21Q (5800.122090 sec): 3 clusters Score: Raw -3941615.932842 + Penalty 3353.675649 = -3938262.257193 nChanged 5 SP:Iteration 22Q (5800.202654 sec): 3 clusters Score: Raw -3941620.103701 + Penalty 3353.675649 = -3938266.428052 nChanged 3 SP:Iteration 23Q (5800.295955 sec): 3 clusters Score: Raw -3941621.086537 + Penalty 3353.675649 = -3938267.410888 nChanged 2 SP:Iteration 24Q (5800.383939 sec): 3 clusters Score: Raw -3941622.301690 + Penalty 3353.675649 = -3938268.626041 nChanged 1 SP:Iteration 25Q (5800.474573 sec): 3 clusters Score: Raw -3941623.267753 + Penalty 3353.675649 = -3938269.592104 nChanged 0 SP:Iteration 26F (5800.571906 sec): 3 clusters Score: Raw -3941623.267753 + Penalty 3353.675649 = -3938269.592104 nChanged 0 Trying to split cluster 9 (11402 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5800.613934 sec): 2 clusters Score: Raw -1544704.493484 + Penalty 1518.000909 = -1543186.492575 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5800.681193 sec): 3 clusters Score: Raw -1538093.640354 + Penalty 3036.001819 = -1535057.638535 nChanged 5007 SP:Iteration 1F (5800.747829 sec): 3 clusters Score: Raw -1540998.145868 + Penalty 3036.001819 = -1537962.144050 nChanged 793 SP:Iteration 2F (5800.807692 sec): 3 clusters Score: Raw -1541468.691705 + Penalty 3036.001819 = -1538432.689886 nChanged 672 SP:Iteration 3F (5800.882892 sec): 3 clusters Score: Raw -1541920.644116 + Penalty 3036.001819 = -1538884.642298 nChanged 656 SP:Iteration 4F (5800.950504 sec): 3 clusters Score: Raw -1542373.400330 + Penalty 3036.001819 = -1539337.398511 nChanged 659 SP:Iteration 5F (5801.018443 sec): 3 clusters Score: Raw -1542803.673520 + Penalty 3036.001819 = -1539767.671702 nChanged 624 SP:Iteration 6F (5801.083947 sec): 3 clusters Score: Raw -1543201.380183 + Penalty 3036.001819 = -1540165.378364 nChanged 574 SP:Iteration 7F (5801.139510 sec): 3 clusters Score: Raw -1543572.437519 + Penalty 3036.001819 = -1540536.435701 nChanged 541 SP:Iteration 8Q (5801.214723 sec): 3 clusters Score: Raw -1543899.580476 + Penalty 3036.001819 = -1540863.578658 nChanged 461 SP:Iteration 9Q (5801.272795 sec): 3 clusters Score: Raw -1544147.472563 + Penalty 3036.001819 = -1541111.470744 nChanged 373 SP:Iteration 10Q (5801.340711 sec): 3 clusters Score: Raw -1544313.498353 + Penalty 3036.001819 = -1541277.496534 nChanged 266 SP:Iteration 11Q (5801.402389 sec): 3 clusters Score: Raw -1544404.077829 + Penalty 3036.001819 = -1541368.076011 nChanged 180 SP:Iteration 12Q (5801.479192 sec): 3 clusters Score: Raw -1544456.202265 + Penalty 3036.001819 = -1541420.200447 nChanged 163 SP:Iteration 13Q (5801.538857 sec): 3 clusters Score: Raw -1544500.516654 + Penalty 3036.001819 = -1541464.514836 nChanged 112 SP:Iteration 14Q (5801.596954 sec): 3 clusters Score: Raw -1544525.754196 + Penalty 3036.001819 = -1541489.752377 nChanged 106 SP:Iteration 15Q (5801.660864 sec): 3 clusters Score: Raw -1544546.547888 + Penalty 3036.001819 = -1541510.546070 nChanged 73 SP:Iteration 16Q (5801.727429 sec): 3 clusters Score: Raw -1544563.405997 + Penalty 3036.001819 = -1541527.404178 nChanged 77 SP:Iteration 17Q (5801.781511 sec): 3 clusters Score: Raw -1544575.427818 + Penalty 3036.001819 = -1541539.425999 nChanged 53 SP:Iteration 18Q (5801.839931 sec): 3 clusters Score: Raw -1544583.854149 + Penalty 3036.001819 = -1541547.852330 nChanged 46 SP:Iteration 19Q (5801.900090 sec): 3 clusters Score: Raw -1544590.817361 + Penalty 3036.001819 = -1541554.815543 nChanged 46 SP:Iteration 20F (5801.966521 sec): 3 clusters Score: Raw -1544598.775615 + Penalty 3036.001819 = -1541562.773796 nChanged 43 SP:Iteration 21Q (5802.030407 sec): 3 clusters Score: Raw -1544604.230147 + Penalty 3036.001819 = -1541568.228329 nChanged 43 SP:Iteration 22Q (5802.083063 sec): 3 clusters Score: Raw -1544610.738281 + Penalty 3036.001819 = -1541574.736463 nChanged 41 SP:Iteration 23Q (5802.150740 sec): 3 clusters Score: Raw -1544617.695260 + Penalty 3036.001819 = -1541581.693441 nChanged 37 SP:Iteration 24Q (5802.202736 sec): 3 clusters Score: Raw -1544623.438405 + Penalty 3036.001819 = -1541587.436586 nChanged 34 SP:Iteration 25Q (5802.262959 sec): 3 clusters Score: Raw -1544628.168260 + Penalty 3036.001819 = -1541592.166441 nChanged 43 SP:Iteration 26Q (5802.333377 sec): 3 clusters Score: Raw -1544634.486528 + Penalty 3036.001819 = -1541598.484709 nChanged 39 SP:Iteration 27Q (5802.383262 sec): 3 clusters Score: Raw -1544639.555009 + Penalty 3036.001819 = -1541603.553190 nChanged 29 SP:Iteration 28Q (5802.446896 sec): 3 clusters Score: Raw -1544643.149940 + Penalty 3036.001819 = -1541607.148121 nChanged 22 SP:Iteration 29Q (5802.519498 sec): 3 clusters Score: Raw -1544645.707461 + Penalty 3036.001819 = -1541609.705643 nChanged 13 SP:Iteration 30Q (5802.574596 sec): 3 clusters Score: Raw -1544646.848025 + Penalty 3036.001819 = -1541610.846206 nChanged 10 SP:Iteration 31Q (5802.643024 sec): 3 clusters Score: Raw -1544648.021491 + Penalty 3036.001819 = -1541612.019673 nChanged 20 SP:Iteration 32Q (5802.722506 sec): 3 clusters Score: Raw -1544650.105070 + Penalty 3036.001819 = -1541614.103251 nChanged 14 SP:Iteration 33Q (5802.787029 sec): 3 clusters Score: Raw -1544651.514003 + Penalty 3036.001819 = -1541615.512184 nChanged 15 SP:Iteration 34Q (5802.853123 sec): 3 clusters Score: Raw -1544653.173660 + Penalty 3036.001819 = -1541617.171841 nChanged 15 SP:Iteration 35Q (5802.920375 sec): 3 clusters Score: Raw -1544654.346998 + Penalty 3036.001819 = -1541618.345180 nChanged 12 SP:Iteration 36Q (5802.974155 sec): 3 clusters Score: Raw -1544655.456513 + Penalty 3036.001819 = -1541619.454694 nChanged 13 SP:Iteration 37Q (5803.043506 sec): 3 clusters Score: Raw -1544656.919792 + Penalty 3036.001819 = -1541620.917973 nChanged 17 SP:Iteration 38Q (5803.108807 sec): 3 clusters Score: Raw -1544658.861174 + Penalty 3036.001819 = -1541622.859356 nChanged 21 SP:Iteration 39Q (5803.167167 sec): 3 clusters Score: Raw -1544660.922834 + Penalty 3036.001819 = -1541624.921015 nChanged 19 SP:Iteration 40F (5803.221726 sec): 3 clusters Score: Raw -1544662.578317 + Penalty 3036.001819 = -1541626.576499 nChanged 16 SP:Iteration 41Q (5803.290434 sec): 3 clusters Score: Raw -1544663.716819 + Penalty 3036.001819 = -1541627.715000 nChanged 13 SP:Iteration 42Q (5803.338786 sec): 3 clusters Score: Raw -1544664.976905 + Penalty 3036.001819 = -1541628.975086 nChanged 17 SP:Iteration 43Q (5803.393933 sec): 3 clusters Score: Raw -1544666.665948 + Penalty 3036.001819 = -1541630.664129 nChanged 11 SP:Iteration 44Q (5803.440617 sec): 3 clusters Score: Raw -1544667.957321 + Penalty 3036.001819 = -1541631.955502 nChanged 14 SP:Iteration 45Q (5803.494432 sec): 3 clusters Score: Raw -1544669.043114 + Penalty 3036.001819 = -1541633.041295 nChanged 14 SP:Iteration 46Q (5803.557416 sec): 3 clusters Score: Raw -1544670.957510 + Penalty 3036.001819 = -1541634.955691 nChanged 15 SP:Iteration 47Q (5803.608322 sec): 3 clusters Score: Raw -1544672.995300 + Penalty 3036.001819 = -1541636.993481 nChanged 18 SP:Iteration 48Q (5803.666997 sec): 3 clusters Score: Raw -1544675.225662 + Penalty 3036.001819 = -1541639.223843 nChanged 14 SP:Iteration 49Q (5803.714634 sec): 3 clusters Score: Raw -1544677.021487 + Penalty 3036.001819 = -1541641.019668 nChanged 16 SP:Iteration 50Q (5803.779947 sec): 3 clusters Score: Raw -1544678.433273 + Penalty 3036.001819 = -1541642.431454 nChanged 11 SP:Iteration 51Q (5803.842849 sec): 3 clusters Score: Raw -1544679.009754 + Penalty 3036.001819 = -1541643.007936 nChanged 6 SP:Iteration 52Q (5803.908946 sec): 3 clusters Score: Raw -1544679.502023 + Penalty 3036.001819 = -1541643.500204 nChanged 11 SP:Iteration 53Q (5803.973596 sec): 3 clusters Score: Raw -1544680.711336 + Penalty 3036.001819 = -1541644.709517 nChanged 9 SP:Iteration 54Q (5804.036881 sec): 3 clusters Score: Raw -1544681.624619 + Penalty 3036.001819 = -1541645.622801 nChanged 11 SP:Iteration 55Q (5804.111774 sec): 3 clusters Score: Raw -1544682.455427 + Penalty 3036.001819 = -1541646.453608 nChanged 9 SP:Iteration 56Q (5804.176434 sec): 3 clusters Score: Raw -1544683.043003 + Penalty 3036.001819 = -1541647.041184 nChanged 6 SP:Iteration 57Q (5804.231718 sec): 3 clusters Score: Raw -1544683.348291 + Penalty 3036.001819 = -1541647.346473 nChanged 3 SP:Iteration 58Q (5804.296817 sec): 3 clusters Score: Raw -1544683.679823 + Penalty 3036.001819 = -1541647.678005 nChanged 7 SP:Iteration 59Q (5804.374365 sec): 3 clusters Score: Raw -1544684.404104 + Penalty 3036.001819 = -1541648.402285 nChanged 9 SP:Iteration 60F (5804.430092 sec): 3 clusters Score: Raw -1544684.984963 + Penalty 3036.001819 = -1541648.983144 nChanged 3 SP:Iteration 61Q (5804.507796 sec): 3 clusters Score: Raw -1544685.471372 + Penalty 3036.001819 = -1541649.469554 nChanged 4 SP:Iteration 62Q (5804.563993 sec): 3 clusters Score: Raw -1544685.797888 + Penalty 3036.001819 = -1541649.796069 nChanged 6 SP:Iteration 63Q (5804.643616 sec): 3 clusters Score: Raw -1544686.244596 + Penalty 3036.001819 = -1541650.242777 nChanged 7 SP:Iteration 64Q (5804.701670 sec): 3 clusters Score: Raw -1544686.753150 + Penalty 3036.001819 = -1541650.751331 nChanged 1 SP:Iteration 65Q (5804.778761 sec): 3 clusters Score: Raw -1544686.807329 + Penalty 3036.001819 = -1541650.805510 nChanged 1 SP:Iteration 66Q (5804.840134 sec): 3 clusters Score: Raw -1544686.858052 + Penalty 3036.001819 = -1541650.856233 nChanged 1 SP:Iteration 67Q (5804.907452 sec): 3 clusters Score: Raw -1544686.916542 + Penalty 3036.001819 = -1541650.914724 nChanged 0 SP:Iteration 68F (5804.967460 sec): 3 clusters Score: Raw -1544686.916542 + Penalty 3036.001819 = -1541650.914724 nChanged 0 Trying to split cluster 10 (2420 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5804.999135 sec): 2 clusters Score: Raw -298153.140116 + Penalty 1266.122458 = -296887.017657 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5805.047654 sec): 3 clusters Score: Raw -297055.135283 + Penalty 2532.244916 = -294522.890367 nChanged 890 SP:Iteration 1F (5805.086580 sec): 3 clusters Score: Raw -297669.985482 + Penalty 2532.244916 = -295137.740566 nChanged 252 SP:Iteration 2F (5805.132467 sec): 3 clusters Score: Raw -297947.858460 + Penalty 2532.244916 = -295415.613544 nChanged 192 SP:Iteration 3F (5805.173839 sec): 3 clusters Score: Raw -298181.138989 + Penalty 2532.244916 = -295648.894073 nChanged 179 SP:Iteration 4F (5805.221153 sec): 3 clusters Score: Raw -298437.397235 + Penalty 2532.244916 = -295905.152318 nChanged 147 SP:Iteration 5F (5805.274554 sec): 3 clusters Score: Raw -298637.941617 + Penalty 2532.244916 = -296105.696700 nChanged 121 SP:Iteration 6Q (5805.305105 sec): 3 clusters Score: Raw -298776.168624 + Penalty 2532.244916 = -296243.923708 nChanged 89 SP:Iteration 7Q (5805.350465 sec): 3 clusters Score: Raw -298859.925847 + Penalty 2532.244916 = -296327.680930 nChanged 71 SP:Iteration 8Q (5805.395328 sec): 3 clusters Score: Raw -298922.148669 + Penalty 2532.244916 = -296389.903753 nChanged 49 SP:Iteration 9Q (5805.446885 sec): 3 clusters Score: Raw -298954.905777 + Penalty 2532.244916 = -296422.660861 nChanged 20 SP:Iteration 10Q (5805.501627 sec): 3 clusters Score: Raw -298967.635082 + Penalty 2532.244916 = -296435.390166 nChanged 16 SP:Iteration 11Q (5805.537835 sec): 3 clusters Score: Raw -298974.095106 + Penalty 2532.244916 = -296441.850190 nChanged 12 SP:Iteration 12Q (5805.592535 sec): 3 clusters Score: Raw -298979.552092 + Penalty 2532.244916 = -296447.307176 nChanged 10 SP:Iteration 13Q (5805.628988 sec): 3 clusters Score: Raw -298985.394430 + Penalty 2532.244916 = -296453.149514 nChanged 7 SP:Iteration 14Q (5805.676482 sec): 3 clusters Score: Raw -298987.929998 + Penalty 2532.244916 = -296455.685082 nChanged 5 SP:Iteration 15Q (5805.721450 sec): 3 clusters Score: Raw -298990.766380 + Penalty 2532.244916 = -296458.521464 nChanged 9 SP:Iteration 16Q (5805.766179 sec): 3 clusters Score: Raw -298997.091081 + Penalty 2532.244916 = -296464.846165 nChanged 8 SP:Iteration 17Q (5805.806750 sec): 3 clusters Score: Raw -299003.511018 + Penalty 2532.244916 = -296471.266102 nChanged 9 SP:Iteration 18Q (5805.861913 sec): 3 clusters Score: Raw -299007.815037 + Penalty 2532.244916 = -296475.570121 nChanged 9 SP:Iteration 19Q (5805.902467 sec): 3 clusters Score: Raw -299011.769801 + Penalty 2532.244916 = -296479.524885 nChanged 1 SP:Iteration 20F (5805.955090 sec): 3 clusters Score: Raw -299012.027432 + Penalty 2532.244916 = -296479.782516 nChanged 1 SP:Iteration 21Q (5806.011554 sec): 3 clusters Score: Raw -299012.746939 + Penalty 2532.244916 = -296480.502023 nChanged 1 SP:Iteration 22Q (5806.049960 sec): 3 clusters Score: Raw -299012.826105 + Penalty 2532.244916 = -296480.581188 nChanged 0 SP:Iteration 23F (5806.113349 sec): 3 clusters Score: Raw -299012.826105 + Penalty 2532.244916 = -296480.581188 nChanged 0 Trying to split cluster 11 (211838 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5806.409463 sec): 2 clusters Score: Raw -28114646.151404 + Penalty 1992.831280 = -28112653.320123 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5806.786058 sec): 3 clusters Score: Raw -27973751.897246 + Penalty 3985.662561 = -27969766.234685 nChanged 102826 SP:Iteration 1F (5807.135324 sec): 3 clusters Score: Raw -28035050.239040 + Penalty 3985.662561 = -28031064.576479 nChanged 7430 SP:Iteration 2Q (5807.534115 sec): 3 clusters Score: Raw -28037065.030231 + Penalty 3985.662561 = -28033079.367670 nChanged 8226 SP:Iteration 3Q (5807.925101 sec): 3 clusters Score: Raw -28039691.334311 + Penalty 3985.662561 = -28035705.671750 nChanged 9106 SP:Iteration 4Q (5808.334426 sec): 3 clusters Score: Raw -28043243.269253 + Penalty 3985.662561 = -28039257.606692 nChanged 10400 SP:Iteration 5Q (5808.708898 sec): 3 clusters Score: Raw -28048100.114587 + Penalty 3985.662561 = -28044114.452026 nChanged 11978 SP:Iteration 6F (5809.100257 sec): 3 clusters Score: Raw -28054883.064405 + Penalty 3985.662561 = -28050897.401844 nChanged 13381 SP:Iteration 7F (5809.487125 sec): 3 clusters Score: Raw -28063973.803951 + Penalty 3985.662561 = -28059988.141390 nChanged 13830 SP:Iteration 8F (5809.861942 sec): 3 clusters Score: Raw -28074156.624100 + Penalty 3985.662561 = -28070170.961539 nChanged 12842 SP:Iteration 9F (5810.257972 sec): 3 clusters Score: Raw -28082112.050257 + Penalty 3985.662561 = -28078126.387696 nChanged 9563 SP:Iteration 10Q (5810.663038 sec): 3 clusters Score: Raw -28086074.396886 + Penalty 3985.662561 = -28082088.734325 nChanged 6006 SP:Iteration 11Q (5811.059411 sec): 3 clusters Score: Raw -28087614.070521 + Penalty 3985.662561 = -28083628.407960 nChanged 3582 SP:Iteration 12Q (5811.429553 sec): 3 clusters Score: Raw -28088261.219711 + Penalty 3985.662561 = -28084275.557150 nChanged 2408 SP:Iteration 13Q (5811.797923 sec): 3 clusters Score: Raw -28088643.658293 + Penalty 3985.662561 = -28084657.995732 nChanged 1988 SP:Iteration 14Q (5812.158501 sec): 3 clusters Score: Raw -28088949.555417 + Penalty 3985.662561 = -28084963.892856 nChanged 1801 SP:Iteration 15Q (5812.522696 sec): 3 clusters Score: Raw -28089232.791857 + Penalty 3985.662561 = -28085247.129296 nChanged 1761 SP:Iteration 16Q (5812.873937 sec): 3 clusters Score: Raw -28089513.214940 + Penalty 3985.662561 = -28085527.552379 nChanged 1820 SP:Iteration 17Q (5813.228335 sec): 3 clusters Score: Raw -28089817.344575 + Penalty 3985.662561 = -28085831.682014 nChanged 1869 SP:Iteration 18Q (5813.602509 sec): 3 clusters Score: Raw -28090158.478826 + Penalty 3985.662561 = -28086172.816265 nChanged 1957 SP:Iteration 19Q (5814.004246 sec): 3 clusters Score: Raw -28090528.369413 + Penalty 3985.662561 = -28086542.706852 nChanged 2096 SP:Iteration 20F (5814.388511 sec): 3 clusters Score: Raw -28090961.075624 + Penalty 3985.662561 = -28086975.413064 nChanged 2247 SP:Iteration 21Q (5814.769943 sec): 3 clusters Score: Raw -28091453.401332 + Penalty 3985.662561 = -28087467.738772 nChanged 2409 SP:Iteration 22Q (5815.129372 sec): 3 clusters Score: Raw -28092027.570293 + Penalty 3985.662561 = -28088041.907732 nChanged 2569 SP:Iteration 23Q (5815.515718 sec): 3 clusters Score: Raw -28092691.536547 + Penalty 3985.662561 = -28088705.873987 nChanged 2747 SP:Iteration 24Q (5815.905460 sec): 3 clusters Score: Raw -28093455.460436 + Penalty 3985.662561 = -28089469.797875 nChanged 2897 SP:Iteration 25Q (5816.295677 sec): 3 clusters Score: Raw -28094326.017143 + Penalty 3985.662561 = -28090340.354583 nChanged 3039 SP:Iteration 26Q (5816.652900 sec): 3 clusters Score: Raw -28095264.080267 + Penalty 3985.662561 = -28091278.417706 nChanged 3164 SP:Iteration 27Q (5817.040962 sec): 3 clusters Score: Raw -28096257.101816 + Penalty 3985.662561 = -28092271.439255 nChanged 3275 SP:Iteration 28Q (5817.422002 sec): 3 clusters Score: Raw -28097295.744185 + Penalty 3985.662561 = -28093310.081624 nChanged 3279 SP:Iteration 29Q (5817.801137 sec): 3 clusters Score: Raw -28098352.545354 + Penalty 3985.662561 = -28094366.882793 nChanged 3309 SP:Iteration 30Q (5818.182275 sec): 3 clusters Score: Raw -28099418.219864 + Penalty 3985.662561 = -28095432.557303 nChanged 3303 SP:Iteration 31Q (5818.568032 sec): 3 clusters Score: Raw -28100466.203290 + Penalty 3985.662561 = -28096480.540729 nChanged 3259 SP:Iteration 32Q (5818.944874 sec): 3 clusters Score: Raw -28101514.165566 + Penalty 3985.662561 = -28097528.503005 nChanged 3169 SP:Iteration 33Q (5819.323974 sec): 3 clusters Score: Raw -28102525.749130 + Penalty 3985.662561 = -28098540.086569 nChanged 3120 SP:Iteration 34Q (5819.669767 sec): 3 clusters Score: Raw -28103571.200047 + Penalty 3985.662561 = -28099585.537486 nChanged 3209 SP:Iteration 35Q (5820.014844 sec): 3 clusters Score: Raw -28104679.006816 + Penalty 3985.662561 = -28100693.344255 nChanged 3003 SP:Iteration 36Q (5820.394806 sec): 3 clusters Score: Raw -28105749.747103 + Penalty 3985.662561 = -28101764.084542 nChanged 2975 SP:Iteration 37Q (5820.759640 sec): 3 clusters Score: Raw -28106883.265483 + Penalty 3985.662561 = -28102897.602922 nChanged 2864 SP:Iteration 38Q (5821.112856 sec): 3 clusters Score: Raw -28108001.934888 + Penalty 3985.662561 = -28104016.272327 nChanged 2740 SP:Iteration 39Q (5821.445660 sec): 3 clusters Score: Raw -28109114.555342 + Penalty 3985.662561 = -28105128.892781 nChanged 2527 SP:Iteration 40F (5821.828606 sec): 3 clusters Score: Raw -28110197.373504 + Penalty 3985.662561 = -28106211.710943 nChanged 2257 SP:Iteration 41Q (5822.186708 sec): 3 clusters Score: Raw -28111200.029145 + Penalty 3985.662561 = -28107214.366584 nChanged 2045 SP:Iteration 42Q (5822.534670 sec): 3 clusters Score: Raw -28112135.458467 + Penalty 3985.662561 = -28108149.795906 nChanged 1852 SP:Iteration 43Q (5822.892016 sec): 3 clusters Score: Raw -28112992.919669 + Penalty 3985.662561 = -28109007.257108 nChanged 1575 SP:Iteration 44Q (5823.233976 sec): 3 clusters Score: Raw -28113652.138528 + Penalty 3985.662561 = -28109666.475967 nChanged 1294 SP:Iteration 45Q (5823.562293 sec): 3 clusters Score: Raw -28114140.875042 + Penalty 3985.662561 = -28110155.212481 nChanged 1111 SP:Iteration 46Q (5823.889357 sec): 3 clusters Score: Raw -28114495.699512 + Penalty 3985.662561 = -28110510.036951 nChanged 895 SP:Iteration 47Q (5824.236838 sec): 3 clusters Score: Raw -28114757.127169 + Penalty 3985.662561 = -28110771.464608 nChanged 776 SP:Iteration 48Q (5824.541195 sec): 3 clusters Score: Raw -28114969.546327 + Penalty 3985.662561 = -28110983.883766 nChanged 692 SP:Iteration 49Q (5824.859603 sec): 3 clusters Score: Raw -28115145.072211 + Penalty 3985.662561 = -28111159.409650 nChanged 578 SP:Iteration 50Q (5825.165830 sec): 3 clusters Score: Raw -28115279.611576 + Penalty 3985.662561 = -28111293.949015 nChanged 514 SP:Iteration 51Q (5825.483469 sec): 3 clusters Score: Raw -28115388.281791 + Penalty 3985.662561 = -28111402.619230 nChanged 457 SP:Iteration 52Q (5825.781996 sec): 3 clusters Score: Raw -28115473.270772 + Penalty 3985.662561 = -28111487.608211 nChanged 369 SP:Iteration 53Q (5826.076611 sec): 3 clusters Score: Raw -28115537.322849 + Penalty 3985.662561 = -28111551.660288 nChanged 324 SP:Iteration 54Q (5826.408483 sec): 3 clusters Score: Raw -28115587.122261 + Penalty 3985.662561 = -28111601.459700 nChanged 259 SP:Iteration 55Q (5826.749466 sec): 3 clusters Score: Raw -28115623.784085 + Penalty 3985.662561 = -28111638.121524 nChanged 259 SP:Iteration 56Q (5827.085326 sec): 3 clusters Score: Raw -28115663.110871 + Penalty 3985.662561 = -28111677.448310 nChanged 244 SP:Iteration 57Q (5827.397416 sec): 3 clusters Score: Raw -28115701.185983 + Penalty 3985.662561 = -28111715.523422 nChanged 214 SP:Iteration 58Q (5827.686363 sec): 3 clusters Score: Raw -28115731.712865 + Penalty 3985.662561 = -28111746.050304 nChanged 224 SP:Iteration 59Q (5827.986316 sec): 3 clusters Score: Raw -28115765.101273 + Penalty 3985.662561 = -28111779.438712 nChanged 193 SP:Iteration 60F (5828.362560 sec): 3 clusters Score: Raw -28115792.040678 + Penalty 3985.662561 = -28111806.378117 nChanged 156 SP:Iteration 61Q (5828.644140 sec): 3 clusters Score: Raw -28115810.283302 + Penalty 3985.662561 = -28111824.620741 nChanged 134 SP:Iteration 62Q (5828.928812 sec): 3 clusters Score: Raw -28115824.210819 + Penalty 3985.662561 = -28111838.548258 nChanged 102 SP:Iteration 63Q (5829.208532 sec): 3 clusters Score: Raw -28115834.711444 + Penalty 3985.662561 = -28111849.048883 nChanged 88 SP:Iteration 64Q (5829.506427 sec): 3 clusters Score: Raw -28115842.939744 + Penalty 3985.662561 = -28111857.277183 nChanged 77 SP:Iteration 65Q (5829.802657 sec): 3 clusters Score: Raw -28115848.958601 + Penalty 3985.662561 = -28111863.296040 nChanged 68 SP:Iteration 66Q (5830.102372 sec): 3 clusters Score: Raw -28115854.755191 + Penalty 3985.662561 = -28111869.092630 nChanged 67 SP:Iteration 67Q (5830.421474 sec): 3 clusters Score: Raw -28115860.866476 + Penalty 3985.662561 = -28111875.203915 nChanged 56 SP:Iteration 68Q (5830.720028 sec): 3 clusters Score: Raw -28115866.106091 + Penalty 3985.662561 = -28111880.443530 nChanged 53 SP:Iteration 69Q (5831.017932 sec): 3 clusters Score: Raw -28115871.081840 + Penalty 3985.662561 = -28111885.419279 nChanged 54 SP:Iteration 70Q (5831.316683 sec): 3 clusters Score: Raw -28115875.961346 + Penalty 3985.662561 = -28111890.298785 nChanged 55 SP:Iteration 71Q (5831.578972 sec): 3 clusters Score: Raw -28115880.861826 + Penalty 3985.662561 = -28111895.199265 nChanged 46 SP:Iteration 72Q (5831.863927 sec): 3 clusters Score: Raw -28115885.193774 + Penalty 3985.662561 = -28111899.531213 nChanged 46 SP:Iteration 73Q (5832.169417 sec): 3 clusters Score: Raw -28115889.138349 + Penalty 3985.662561 = -28111903.475788 nChanged 45 SP:Iteration 74Q (5832.497344 sec): 3 clusters Score: Raw -28115892.100749 + Penalty 3985.662561 = -28111906.438189 nChanged 33 SP:Iteration 75Q (5832.829492 sec): 3 clusters Score: Raw -28115894.351473 + Penalty 3985.662561 = -28111908.688912 nChanged 32 SP:Iteration 76Q (5833.167256 sec): 3 clusters Score: Raw -28115896.883758 + Penalty 3985.662561 = -28111911.221197 nChanged 35 SP:Iteration 77Q (5833.477707 sec): 3 clusters Score: Raw -28115899.396696 + Penalty 3985.662561 = -28111913.734135 nChanged 30 SP:Iteration 78Q (5833.779559 sec): 3 clusters Score: Raw -28115901.910083 + Penalty 3985.662561 = -28111916.247522 nChanged 36 SP:Iteration 79Q (5834.101324 sec): 3 clusters Score: Raw -28115905.327370 + Penalty 3985.662561 = -28111919.664809 nChanged 38 SP:Iteration 80F (5834.469304 sec): 3 clusters Score: Raw -28115909.225072 + Penalty 3985.662561 = -28111923.562511 nChanged 48 SP:Iteration 81Q (5834.782647 sec): 3 clusters Score: Raw -28115913.157146 + Penalty 3985.662561 = -28111927.494585 nChanged 45 SP:Iteration 82Q (5835.108802 sec): 3 clusters Score: Raw -28115917.126824 + Penalty 3985.662561 = -28111931.464264 nChanged 45 SP:Iteration 83Q (5835.409378 sec): 3 clusters Score: Raw -28115921.444872 + Penalty 3985.662561 = -28111935.782311 nChanged 42 SP:Iteration 84Q (5835.735414 sec): 3 clusters Score: Raw -28115925.906710 + Penalty 3985.662561 = -28111940.244149 nChanged 49 SP:Iteration 85Q (5836.053909 sec): 3 clusters Score: Raw -28115930.993822 + Penalty 3985.662561 = -28111945.331261 nChanged 45 SP:Iteration 86Q (5836.338377 sec): 3 clusters Score: Raw -28115935.464080 + Penalty 3985.662561 = -28111949.801519 nChanged 42 SP:Iteration 87Q (5836.636009 sec): 3 clusters Score: Raw -28115939.273090 + Penalty 3985.662561 = -28111953.610529 nChanged 31 SP:Iteration 88Q (5836.941514 sec): 3 clusters Score: Raw -28115941.722049 + Penalty 3985.662561 = -28111956.059488 nChanged 27 SP:Iteration 89Q (5837.258461 sec): 3 clusters Score: Raw -28115944.395267 + Penalty 3985.662561 = -28111958.732706 nChanged 31 SP:Iteration 90Q (5837.577192 sec): 3 clusters Score: Raw -28115946.863637 + Penalty 3985.662561 = -28111961.201076 nChanged 25 SP:Iteration 91Q (5837.885667 sec): 3 clusters Score: Raw -28115949.041496 + Penalty 3985.662561 = -28111963.378935 nChanged 20 SP:Iteration 92Q (5838.201603 sec): 3 clusters Score: Raw -28115950.823129 + Penalty 3985.662561 = -28111965.160568 nChanged 27 SP:Iteration 93Q (5838.514452 sec): 3 clusters Score: Raw -28115953.251739 + Penalty 3985.662561 = -28111967.589178 nChanged 26 SP:Iteration 94Q (5838.837869 sec): 3 clusters Score: Raw -28115956.484150 + Penalty 3985.662561 = -28111970.821589 nChanged 38 SP:Iteration 95Q (5839.146619 sec): 3 clusters Score: Raw -28115960.929256 + Penalty 3985.662561 = -28111975.266695 nChanged 37 SP:Iteration 96Q (5839.432706 sec): 3 clusters Score: Raw -28115964.735592 + Penalty 3985.662561 = -28111979.073031 nChanged 29 SP:Iteration 97Q (5839.731115 sec): 3 clusters Score: Raw -28115968.038520 + Penalty 3985.662561 = -28111982.375959 nChanged 36 SP:Iteration 98Q (5840.040932 sec): 3 clusters Score: Raw -28115970.721488 + Penalty 3985.662561 = -28111985.058927 nChanged 35 SP:Iteration 99Q (5840.334655 sec): 3 clusters Score: Raw -28115973.738329 + Penalty 3985.662561 = -28111988.075768 nChanged 29 SP:Iteration 100F (5840.707327 sec): 3 clusters Score: Raw -28115976.166633 + Penalty 3985.662561 = -28111990.504072 nChanged 25 SP:Iteration 101Q (5841.007179 sec): 3 clusters Score: Raw -28115978.037234 + Penalty 3985.662561 = -28111992.374673 nChanged 21 SP:Iteration 102Q (5841.324807 sec): 3 clusters Score: Raw -28115979.579001 + Penalty 3985.662561 = -28111993.916440 nChanged 21 SP:Iteration 103Q (5841.631139 sec): 3 clusters Score: Raw -28115981.208509 + Penalty 3985.662561 = -28111995.545948 nChanged 22 SP:Iteration 104Q (5841.954265 sec): 3 clusters Score: Raw -28115982.775753 + Penalty 3985.662561 = -28111997.113193 nChanged 19 SP:Iteration 105Q (5842.245377 sec): 3 clusters Score: Raw -28115984.364903 + Penalty 3985.662561 = -28111998.702342 nChanged 22 SP:Iteration 106Q (5842.553042 sec): 3 clusters Score: Raw -28115986.341431 + Penalty 3985.662561 = -28112000.678870 nChanged 16 SP:Iteration 107Q (5842.879106 sec): 3 clusters Score: Raw -28115987.673246 + Penalty 3985.662561 = -28112002.010685 nChanged 17 SP:Iteration 108Q (5843.147877 sec): 3 clusters Score: Raw -28115989.055170 + Penalty 3985.662561 = -28112003.392609 nChanged 20 SP:Iteration 109Q (5843.458512 sec): 3 clusters Score: Raw -28115990.655869 + Penalty 3985.662561 = -28112004.993308 nChanged 18 SP:Iteration 110Q (5843.754051 sec): 3 clusters Score: Raw -28115991.912073 + Penalty 3985.662561 = -28112006.249512 nChanged 19 SP:Iteration 111Q (5844.047552 sec): 3 clusters Score: Raw -28115993.541381 + Penalty 3985.662561 = -28112007.878820 nChanged 14 SP:Iteration 112Q (5844.337460 sec): 3 clusters Score: Raw -28115994.551927 + Penalty 3985.662561 = -28112008.889366 nChanged 15 SP:Iteration 113Q (5844.622821 sec): 3 clusters Score: Raw -28115996.024094 + Penalty 3985.662561 = -28112010.361533 nChanged 18 SP:Iteration 114Q (5844.904487 sec): 3 clusters Score: Raw -28115997.499918 + Penalty 3985.662561 = -28112011.837357 nChanged 15 SP:Iteration 115Q (5845.197968 sec): 3 clusters Score: Raw -28115998.381222 + Penalty 3985.662561 = -28112012.718661 nChanged 12 SP:Iteration 116Q (5845.483034 sec): 3 clusters Score: Raw -28115999.235314 + Penalty 3985.662561 = -28112013.572753 nChanged 12 SP:Iteration 117Q (5845.796051 sec): 3 clusters Score: Raw -28115999.938879 + Penalty 3985.662561 = -28112014.276318 nChanged 13 SP:Iteration 118Q (5846.105055 sec): 3 clusters Score: Raw -28116000.913222 + Penalty 3985.662561 = -28112015.250661 nChanged 13 SP:Iteration 119Q (5846.396624 sec): 3 clusters Score: Raw -28116001.698364 + Penalty 3985.662561 = -28112016.035803 nChanged 8 SP:Iteration 120F (5846.741357 sec): 3 clusters Score: Raw -28116002.397974 + Penalty 3985.662561 = -28112016.735413 nChanged 10 SP:Iteration 121Q (5847.048025 sec): 3 clusters Score: Raw -28116003.050217 + Penalty 3985.662561 = -28112017.387656 nChanged 10 SP:Iteration 122Q (5847.343623 sec): 3 clusters Score: Raw -28116003.745011 + Penalty 3985.662561 = -28112018.082450 nChanged 6 SP:Iteration 123Q (5847.652068 sec): 3 clusters Score: Raw -28116004.066476 + Penalty 3985.662561 = -28112018.403915 nChanged 6 SP:Iteration 124Q (5847.981698 sec): 3 clusters Score: Raw -28116004.485012 + Penalty 3985.662561 = -28112018.822451 nChanged 7 SP:Iteration 125Q (5848.312690 sec): 3 clusters Score: Raw -28116005.104932 + Penalty 3985.662561 = -28112019.442371 nChanged 6 SP:Iteration 126Q (5848.609376 sec): 3 clusters Score: Raw -28116005.932786 + Penalty 3985.662561 = -28112020.270225 nChanged 11 SP:Iteration 127Q (5848.903385 sec): 3 clusters Score: Raw -28116006.818349 + Penalty 3985.662561 = -28112021.155788 nChanged 7 SP:Iteration 128Q (5849.210458 sec): 3 clusters Score: Raw -28116007.398489 + Penalty 3985.662561 = -28112021.735928 nChanged 5 SP:Iteration 129Q (5849.499010 sec): 3 clusters Score: Raw -28116007.811475 + Penalty 3985.662561 = -28112022.148914 nChanged 6 SP:Iteration 130Q (5849.787956 sec): 3 clusters Score: Raw -28116008.454336 + Penalty 3985.662561 = -28112022.791775 nChanged 6 SP:Iteration 131Q (5850.085429 sec): 3 clusters Score: Raw -28116009.218995 + Penalty 3985.662561 = -28112023.556434 nChanged 7 SP:Iteration 132Q (5850.389789 sec): 3 clusters Score: Raw -28116009.772804 + Penalty 3985.662561 = -28112024.110243 nChanged 7 SP:Iteration 133Q (5850.683063 sec): 3 clusters Score: Raw -28116010.377354 + Penalty 3985.662561 = -28112024.714793 nChanged 7 SP:Iteration 134Q (5850.980699 sec): 3 clusters Score: Raw -28116010.959534 + Penalty 3985.662561 = -28112025.296973 nChanged 6 SP:Iteration 135Q (5851.298254 sec): 3 clusters Score: Raw -28116011.677370 + Penalty 3985.662561 = -28112026.014810 nChanged 7 SP:Iteration 136Q (5851.596280 sec): 3 clusters Score: Raw -28116012.082817 + Penalty 3985.662561 = -28112026.420256 nChanged 4 SP:Iteration 137Q (5851.906555 sec): 3 clusters Score: Raw -28116012.411257 + Penalty 3985.662561 = -28112026.748696 nChanged 7 SP:Iteration 138Q (5852.212569 sec): 3 clusters Score: Raw -28116012.833870 + Penalty 3985.662561 = -28112027.171309 nChanged 4 SP:Iteration 139Q (5852.509499 sec): 3 clusters Score: Raw -28116013.095744 + Penalty 3985.662561 = -28112027.433184 nChanged 4 SP:Iteration 140F (5852.869769 sec): 3 clusters Score: Raw -28116013.352129 + Penalty 3985.662561 = -28112027.689568 nChanged 7 SP:Iteration 141Q (5853.173027 sec): 3 clusters Score: Raw -28116014.015096 + Penalty 3985.662561 = -28112028.352535 nChanged 9 SP:Iteration 142Q (5853.475004 sec): 3 clusters Score: Raw -28116014.632909 + Penalty 3985.662561 = -28112028.970348 nChanged 5 SP:Iteration 143Q (5853.738742 sec): 3 clusters Score: Raw -28116015.041597 + Penalty 3985.662561 = -28112029.379036 nChanged 12 SP:Iteration 144Q (5854.040923 sec): 3 clusters Score: Raw -28116016.123405 + Penalty 3985.662561 = -28112030.460844 nChanged 10 SP:Iteration 145Q (5854.332213 sec): 3 clusters Score: Raw -28116016.661252 + Penalty 3985.662561 = -28112030.998691 nChanged 5 SP:Iteration 146Q (5854.625474 sec): 3 clusters Score: Raw -28116017.072923 + Penalty 3985.662561 = -28112031.410362 nChanged 8 SP:Iteration 147Q (5854.943771 sec): 3 clusters Score: Raw -28116017.567350 + Penalty 3985.662561 = -28112031.904789 nChanged 8 SP:Iteration 148Q (5855.234428 sec): 3 clusters Score: Raw -28116018.238936 + Penalty 3985.662561 = -28112032.576375 nChanged 7 SP:Iteration 149Q (5855.534759 sec): 3 clusters Score: Raw -28116018.671246 + Penalty 3985.662561 = -28112033.008685 nChanged 3 SP:Iteration 150Q (5855.862322 sec): 3 clusters Score: Raw -28116018.896797 + Penalty 3985.662561 = -28112033.234236 nChanged 6 SP:Iteration 151Q (5856.189704 sec): 3 clusters Score: Raw -28116019.407005 + Penalty 3985.662561 = -28112033.744444 nChanged 5 SP:Iteration 152Q (5856.495582 sec): 3 clusters Score: Raw -28116019.882489 + Penalty 3985.662561 = -28112034.219928 nChanged 4 SP:Iteration 153Q (5856.787339 sec): 3 clusters Score: Raw -28116020.081182 + Penalty 3985.662561 = -28112034.418621 nChanged 3 SP:Iteration 154Q (5857.083779 sec): 3 clusters Score: Raw -28116020.203172 + Penalty 3985.662561 = -28112034.540611 nChanged 3 SP:Iteration 155Q (5857.416081 sec): 3 clusters Score: Raw -28116020.335117 + Penalty 3985.662561 = -28112034.672556 nChanged 4 SP:Iteration 156Q (5857.723830 sec): 3 clusters Score: Raw -28116020.445640 + Penalty 3985.662561 = -28112034.783079 nChanged 2 SP:Iteration 157Q (5858.030784 sec): 3 clusters Score: Raw -28116020.668469 + Penalty 3985.662561 = -28112035.005908 nChanged 2 SP:Iteration 158Q (5858.314382 sec): 3 clusters Score: Raw -28116020.726492 + Penalty 3985.662561 = -28112035.063931 nChanged 2 SP:Iteration 159Q (5858.620259 sec): 3 clusters Score: Raw -28116020.841501 + Penalty 3985.662561 = -28112035.178940 nChanged 2 SP:Iteration 160F (5858.979292 sec): 3 clusters Score: Raw -28116020.970514 + Penalty 3985.662561 = -28112035.307953 nChanged 3 SP:Iteration 161Q (5859.287445 sec): 3 clusters Score: Raw -28116021.087555 + Penalty 3985.662561 = -28112035.424994 nChanged 2 SP:Iteration 162Q (5859.598817 sec): 3 clusters Score: Raw -28116021.141074 + Penalty 3985.662561 = -28112035.478513 nChanged 3 SP:Iteration 163Q (5859.912417 sec): 3 clusters Score: Raw -28116021.485849 + Penalty 3985.662561 = -28112035.823288 nChanged 3 SP:Iteration 164Q (5860.220828 sec): 3 clusters Score: Raw -28116021.654913 + Penalty 3985.662561 = -28112035.992352 nChanged 1 SP:Iteration 165Q (5860.510744 sec): 3 clusters Score: Raw -28116021.705018 + Penalty 3985.662561 = -28112036.042457 nChanged 0 SP:Iteration 166F (5860.863759 sec): 3 clusters Score: Raw -28116021.705018 + Penalty 3985.662561 = -28112036.042457 nChanged 0 Trying to split cluster 12 (8716 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5860.914511 sec): 2 clusters Score: Raw -1160915.396459 + Penalty 1474.348801 = -1159441.047658 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5860.962386 sec): 3 clusters Score: Raw -1156065.921045 + Penalty 2948.697601 = -1153117.223444 nChanged 3638 SP:Iteration 1F (5861.026956 sec): 3 clusters Score: Raw -1158173.907884 + Penalty 2948.697601 = -1155225.210282 nChanged 609 SP:Iteration 2F (5861.092764 sec): 3 clusters Score: Raw -1158479.766197 + Penalty 2948.697601 = -1155531.068596 nChanged 499 SP:Iteration 3F (5861.140911 sec): 3 clusters Score: Raw -1158757.766598 + Penalty 2948.697601 = -1155809.068997 nChanged 460 SP:Iteration 4F (5861.195929 sec): 3 clusters Score: Raw -1159047.067077 + Penalty 2948.697601 = -1156098.369476 nChanged 419 SP:Iteration 5Q (5861.265102 sec): 3 clusters Score: Raw -1159339.907272 + Penalty 2948.697601 = -1156391.209671 nChanged 430 SP:Iteration 6Q (5861.315971 sec): 3 clusters Score: Raw -1159652.020060 + Penalty 2948.697601 = -1156703.322459 nChanged 395 SP:Iteration 7Q (5861.371537 sec): 3 clusters Score: Raw -1159973.715624 + Penalty 2948.697601 = -1157025.018023 nChanged 364 SP:Iteration 8Q (5861.427641 sec): 3 clusters Score: Raw -1160279.187655 + Penalty 2948.697601 = -1157330.490053 nChanged 313 SP:Iteration 9Q (5861.485455 sec): 3 clusters Score: Raw -1160518.407901 + Penalty 2948.697601 = -1157569.710299 nChanged 219 SP:Iteration 10Q (5861.529986 sec): 3 clusters Score: Raw -1160702.437929 + Penalty 2948.697601 = -1157753.740328 nChanged 177 SP:Iteration 11Q (5861.585084 sec): 3 clusters Score: Raw -1160854.971474 + Penalty 2948.697601 = -1157906.273873 nChanged 118 SP:Iteration 12Q (5861.639460 sec): 3 clusters Score: Raw -1160933.772830 + Penalty 2948.697601 = -1157985.075229 nChanged 81 SP:Iteration 13Q (5861.694059 sec): 3 clusters Score: Raw -1160989.422995 + Penalty 2948.697601 = -1158040.725393 nChanged 66 SP:Iteration 14Q (5861.763037 sec): 3 clusters Score: Raw -1161039.443669 + Penalty 2948.697601 = -1158090.746068 nChanged 47 SP:Iteration 15Q (5861.814531 sec): 3 clusters Score: Raw -1161078.390300 + Penalty 2948.697601 = -1158129.692699 nChanged 44 SP:Iteration 16Q (5861.863150 sec): 3 clusters Score: Raw -1161109.684843 + Penalty 2948.697601 = -1158160.987242 nChanged 30 SP:Iteration 17Q (5861.923917 sec): 3 clusters Score: Raw -1161134.749661 + Penalty 2948.697601 = -1158186.052060 nChanged 21 SP:Iteration 18Q (5861.980801 sec): 3 clusters Score: Raw -1161147.131613 + Penalty 2948.697601 = -1158198.434012 nChanged 13 SP:Iteration 19Q (5862.037834 sec): 3 clusters Score: Raw -1161156.343746 + Penalty 2948.697601 = -1158207.646145 nChanged 10 SP:Iteration 20F (5862.092541 sec): 3 clusters Score: Raw -1161164.530733 + Penalty 2948.697601 = -1158215.833132 nChanged 15 SP:Iteration 21Q (5862.149458 sec): 3 clusters Score: Raw -1161175.955228 + Penalty 2948.697601 = -1158227.257626 nChanged 14 SP:Iteration 22Q (5862.213878 sec): 3 clusters Score: Raw -1161185.346998 + Penalty 2948.697601 = -1158236.649397 nChanged 14 SP:Iteration 23Q (5862.257240 sec): 3 clusters Score: Raw -1161192.726863 + Penalty 2948.697601 = -1158244.029261 nChanged 8 SP:Iteration 24Q (5862.318634 sec): 3 clusters Score: Raw -1161196.728208 + Penalty 2948.697601 = -1158248.030607 nChanged 8 SP:Iteration 25Q (5862.365765 sec): 3 clusters Score: Raw -1161201.789155 + Penalty 2948.697601 = -1158253.091554 nChanged 6 SP:Iteration 26Q (5862.426740 sec): 3 clusters Score: Raw -1161206.361725 + Penalty 2948.697601 = -1158257.664124 nChanged 5 SP:Iteration 27Q (5862.484068 sec): 3 clusters Score: Raw -1161209.160368 + Penalty 2948.697601 = -1158260.462767 nChanged 4 SP:Iteration 28Q (5862.541009 sec): 3 clusters Score: Raw -1161212.381354 + Penalty 2948.697601 = -1158263.683752 nChanged 5 SP:Iteration 29Q (5862.592211 sec): 3 clusters Score: Raw -1161214.910051 + Penalty 2948.697601 = -1158266.212450 nChanged 2 SP:Iteration 30Q (5862.655413 sec): 3 clusters Score: Raw -1161215.608455 + Penalty 2948.697601 = -1158266.910854 nChanged 0 SP:Iteration 31F (5862.716043 sec): 3 clusters Score: Raw -1161215.608455 + Penalty 2948.697601 = -1158266.910854 nChanged 0 Trying to split cluster 13 (7289 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5862.747815 sec): 2 clusters Score: Raw -988821.606665 + Penalty 1445.294767 = -987376.311898 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5862.794518 sec): 3 clusters Score: Raw -984842.965382 + Penalty 2890.589533 = -981952.375849 nChanged 3101 SP:Iteration 1F (5862.844943 sec): 3 clusters Score: Raw -986735.300403 + Penalty 2890.589533 = -983844.710870 nChanged 665 SP:Iteration 2F (5862.902551 sec): 3 clusters Score: Raw -987400.589218 + Penalty 2890.589533 = -984509.999685 nChanged 700 SP:Iteration 3F (5862.952798 sec): 3 clusters Score: Raw -988049.974894 + Penalty 2890.589533 = -985159.385361 nChanged 621 SP:Iteration 4F (5863.000934 sec): 3 clusters Score: Raw -988573.877065 + Penalty 2890.589533 = -985683.287532 nChanged 428 SP:Iteration 5F (5863.049982 sec): 3 clusters Score: Raw -988853.490941 + Penalty 2890.589533 = -985962.901407 nChanged 272 SP:Iteration 6Q (5863.100781 sec): 3 clusters Score: Raw -989001.071697 + Penalty 2890.589533 = -986110.482164 nChanged 208 SP:Iteration 7Q (5863.162698 sec): 3 clusters Score: Raw -989094.959610 + Penalty 2890.589533 = -986204.370077 nChanged 153 SP:Iteration 8Q (5863.210093 sec): 3 clusters Score: Raw -989150.067103 + Penalty 2890.589533 = -986259.477569 nChanged 107 SP:Iteration 9Q (5863.265071 sec): 3 clusters Score: Raw -989187.795623 + Penalty 2890.589533 = -986297.206090 nChanged 87 SP:Iteration 10Q (5863.331408 sec): 3 clusters Score: Raw -989215.789184 + Penalty 2890.589533 = -986325.199651 nChanged 53 SP:Iteration 11Q (5863.379166 sec): 3 clusters Score: Raw -989233.488480 + Penalty 2890.589533 = -986342.898946 nChanged 58 SP:Iteration 12Q (5863.436664 sec): 3 clusters Score: Raw -989253.200175 + Penalty 2890.589533 = -986362.610642 nChanged 63 SP:Iteration 13Q (5863.495231 sec): 3 clusters Score: Raw -989272.021893 + Penalty 2890.589533 = -986381.432360 nChanged 49 SP:Iteration 14Q (5863.552544 sec): 3 clusters Score: Raw -989287.873456 + Penalty 2890.589533 = -986397.283923 nChanged 47 SP:Iteration 15Q (5863.622257 sec): 3 clusters Score: Raw -989300.481543 + Penalty 2890.589533 = -986409.892010 nChanged 38 SP:Iteration 16Q (5863.670882 sec): 3 clusters Score: Raw -989313.330861 + Penalty 2890.589533 = -986422.741327 nChanged 40 SP:Iteration 17Q (5863.715901 sec): 3 clusters Score: Raw -989326.140944 + Penalty 2890.589533 = -986435.551410 nChanged 35 SP:Iteration 18Q (5863.775717 sec): 3 clusters Score: Raw -989335.232241 + Penalty 2890.589533 = -986444.642707 nChanged 31 SP:Iteration 19Q (5863.828268 sec): 3 clusters Score: Raw -989343.572654 + Penalty 2890.589533 = -986452.983120 nChanged 27 SP:Iteration 20F (5863.882147 sec): 3 clusters Score: Raw -989351.639136 + Penalty 2890.589533 = -986461.049603 nChanged 24 SP:Iteration 21Q (5863.948948 sec): 3 clusters Score: Raw -989357.629095 + Penalty 2890.589533 = -986467.039562 nChanged 26 SP:Iteration 22Q (5864.008865 sec): 3 clusters Score: Raw -989364.894088 + Penalty 2890.589533 = -986474.304555 nChanged 20 SP:Iteration 23Q (5864.053507 sec): 3 clusters Score: Raw -989370.908315 + Penalty 2890.589533 = -986480.318781 nChanged 19 SP:Iteration 24Q (5864.120853 sec): 3 clusters Score: Raw -989377.146904 + Penalty 2890.589533 = -986486.557370 nChanged 27 SP:Iteration 25Q (5864.159958 sec): 3 clusters Score: Raw -989384.724953 + Penalty 2890.589533 = -986494.135419 nChanged 23 SP:Iteration 26Q (5864.227149 sec): 3 clusters Score: Raw -989391.308370 + Penalty 2890.589533 = -986500.718836 nChanged 20 SP:Iteration 27Q (5864.276006 sec): 3 clusters Score: Raw -989397.283862 + Penalty 2890.589533 = -986506.694329 nChanged 22 SP:Iteration 28Q (5864.323344 sec): 3 clusters Score: Raw -989404.831140 + Penalty 2890.589533 = -986514.241606 nChanged 15 SP:Iteration 29Q (5864.383932 sec): 3 clusters Score: Raw -989410.003926 + Penalty 2890.589533 = -986519.414392 nChanged 16 SP:Iteration 30Q (5864.440955 sec): 3 clusters Score: Raw -989414.761452 + Penalty 2890.589533 = -986524.171918 nChanged 13 SP:Iteration 31Q (5864.485782 sec): 3 clusters Score: Raw -989417.525637 + Penalty 2890.589533 = -986526.936103 nChanged 10 SP:Iteration 32Q (5864.535491 sec): 3 clusters Score: Raw -989420.046591 + Penalty 2890.589533 = -986529.457058 nChanged 9 SP:Iteration 33Q (5864.600654 sec): 3 clusters Score: Raw -989422.201456 + Penalty 2890.589533 = -986531.611923 nChanged 9 SP:Iteration 34Q (5864.647787 sec): 3 clusters Score: Raw -989424.432363 + Penalty 2890.589533 = -986533.842830 nChanged 11 SP:Iteration 35Q (5864.705420 sec): 3 clusters Score: Raw -989427.310885 + Penalty 2890.589533 = -986536.721352 nChanged 12 SP:Iteration 36Q (5864.758067 sec): 3 clusters Score: Raw -989429.365552 + Penalty 2890.589533 = -986538.776018 nChanged 9 SP:Iteration 37Q (5864.813745 sec): 3 clusters Score: Raw -989430.697829 + Penalty 2890.589533 = -986540.108296 nChanged 7 SP:Iteration 38Q (5864.870830 sec): 3 clusters Score: Raw -989431.767870 + Penalty 2890.589533 = -986541.178337 nChanged 8 SP:Iteration 39Q (5864.921267 sec): 3 clusters Score: Raw -989433.356985 + Penalty 2890.589533 = -986542.767451 nChanged 9 SP:Iteration 40F (5864.976567 sec): 3 clusters Score: Raw -989435.206253 + Penalty 2890.589533 = -986544.616719 nChanged 11 SP:Iteration 41Q (5865.035629 sec): 3 clusters Score: Raw -989438.238862 + Penalty 2890.589533 = -986547.649329 nChanged 13 SP:Iteration 42Q (5865.103742 sec): 3 clusters Score: Raw -989441.331722 + Penalty 2890.589533 = -986550.742188 nChanged 10 SP:Iteration 43Q (5865.147788 sec): 3 clusters Score: Raw -989443.968883 + Penalty 2890.589533 = -986553.379349 nChanged 10 SP:Iteration 44Q (5865.211084 sec): 3 clusters Score: Raw -989446.219790 + Penalty 2890.589533 = -986555.630256 nChanged 10 SP:Iteration 45Q (5865.267655 sec): 3 clusters Score: Raw -989448.699100 + Penalty 2890.589533 = -986558.109567 nChanged 8 SP:Iteration 46Q (5865.315284 sec): 3 clusters Score: Raw -989451.388577 + Penalty 2890.589533 = -986560.799044 nChanged 9 SP:Iteration 47Q (5865.372771 sec): 3 clusters Score: Raw -989454.309572 + Penalty 2890.589533 = -986563.720038 nChanged 8 SP:Iteration 48Q (5865.441288 sec): 3 clusters Score: Raw -989457.223517 + Penalty 2890.589533 = -986566.633983 nChanged 8 SP:Iteration 49Q (5865.489474 sec): 3 clusters Score: Raw -989459.369690 + Penalty 2890.589533 = -986568.780157 nChanged 12 SP:Iteration 50Q (5865.543473 sec): 3 clusters Score: Raw -989462.423604 + Penalty 2890.589533 = -986571.834071 nChanged 8 SP:Iteration 51Q (5865.612485 sec): 3 clusters Score: Raw -989465.020485 + Penalty 2890.589533 = -986574.430952 nChanged 9 SP:Iteration 52Q (5865.668309 sec): 3 clusters Score: Raw -989467.506534 + Penalty 2890.589533 = -986576.917000 nChanged 7 SP:Iteration 53Q (5865.716841 sec): 3 clusters Score: Raw -989469.462634 + Penalty 2890.589533 = -986578.873100 nChanged 6 SP:Iteration 54Q (5865.782796 sec): 3 clusters Score: Raw -989471.084197 + Penalty 2890.589533 = -986580.494663 nChanged 7 SP:Iteration 55Q (5865.832973 sec): 3 clusters Score: Raw -989472.531024 + Penalty 2890.589533 = -986581.941490 nChanged 6 SP:Iteration 56Q (5865.895169 sec): 3 clusters Score: Raw -989473.889731 + Penalty 2890.589533 = -986583.300198 nChanged 5 SP:Iteration 57Q (5865.941723 sec): 3 clusters Score: Raw -989475.218007 + Penalty 2890.589533 = -986584.628473 nChanged 3 SP:Iteration 58Q (5865.999465 sec): 3 clusters Score: Raw -989476.033023 + Penalty 2890.589533 = -986585.443490 nChanged 3 SP:Iteration 59Q (5866.060924 sec): 3 clusters Score: Raw -989476.526032 + Penalty 2890.589533 = -986585.936499 nChanged 1 SP:Iteration 60F (5866.110897 sec): 3 clusters Score: Raw -989476.766352 + Penalty 2890.589533 = -986586.176819 nChanged 1 SP:Iteration 61Q (5866.173785 sec): 3 clusters Score: Raw -989476.997664 + Penalty 2890.589533 = -986586.408131 nChanged 0 SP:Iteration 62F (5866.230961 sec): 3 clusters Score: Raw -989476.997664 + Penalty 2890.589533 = -986586.408131 nChanged 0 Trying to split cluster 14 (8027 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5866.258208 sec): 2 clusters Score: Raw -1066011.190879 + Penalty 1460.966997 = -1064550.223881 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5866.319067 sec): 3 clusters Score: Raw -1061488.379006 + Penalty 2921.933995 = -1058566.445011 nChanged 3458 SP:Iteration 1F (5866.367181 sec): 3 clusters Score: Raw -1063440.652696 + Penalty 2921.933995 = -1060518.718701 nChanged 563 SP:Iteration 2F (5866.423176 sec): 3 clusters Score: Raw -1063753.584146 + Penalty 2921.933995 = -1060831.650151 nChanged 502 SP:Iteration 3F (5866.479693 sec): 3 clusters Score: Raw -1064041.363125 + Penalty 2921.933995 = -1061119.429130 nChanged 477 SP:Iteration 4F (5866.531101 sec): 3 clusters Score: Raw -1064351.917266 + Penalty 2921.933995 = -1061429.983271 nChanged 467 SP:Iteration 5F (5866.587464 sec): 3 clusters Score: Raw -1064695.804910 + Penalty 2921.933995 = -1061773.870915 nChanged 430 SP:Iteration 6F (5866.643890 sec): 3 clusters Score: Raw -1065035.860369 + Penalty 2921.933995 = -1062113.926374 nChanged 386 SP:Iteration 7Q (5866.700701 sec): 3 clusters Score: Raw -1065304.348347 + Penalty 2921.933995 = -1062382.414352 nChanged 313 SP:Iteration 8Q (5866.753137 sec): 3 clusters Score: Raw -1065504.164217 + Penalty 2921.933995 = -1062582.230222 nChanged 219 SP:Iteration 9Q (5866.809986 sec): 3 clusters Score: Raw -1065639.009751 + Penalty 2921.933995 = -1062717.075756 nChanged 178 SP:Iteration 10Q (5866.866289 sec): 3 clusters Score: Raw -1065732.941334 + Penalty 2921.933995 = -1062811.007339 nChanged 132 SP:Iteration 11Q (5866.922390 sec): 3 clusters Score: Raw -1065789.018790 + Penalty 2921.933995 = -1062867.084795 nChanged 88 SP:Iteration 12Q (5866.978646 sec): 3 clusters Score: Raw -1065830.189837 + Penalty 2921.933995 = -1062908.255842 nChanged 85 SP:Iteration 13Q (5867.030285 sec): 3 clusters Score: Raw -1065870.233025 + Penalty 2921.933995 = -1062948.299031 nChanged 86 SP:Iteration 14Q (5867.086765 sec): 3 clusters Score: Raw -1065907.060490 + Penalty 2921.933995 = -1062985.126495 nChanged 68 SP:Iteration 15Q (5867.148621 sec): 3 clusters Score: Raw -1065934.778861 + Penalty 2921.933995 = -1063012.844866 nChanged 46 SP:Iteration 16Q (5867.217109 sec): 3 clusters Score: Raw -1065956.023249 + Penalty 2921.933995 = -1063034.089254 nChanged 45 SP:Iteration 17Q (5867.283975 sec): 3 clusters Score: Raw -1065981.799670 + Penalty 2921.933995 = -1063059.865675 nChanged 51 SP:Iteration 18Q (5867.334444 sec): 3 clusters Score: Raw -1066012.891646 + Penalty 2921.933995 = -1063090.957651 nChanged 54 SP:Iteration 19Q (5867.399733 sec): 3 clusters Score: Raw -1066038.063607 + Penalty 2921.933995 = -1063116.129612 nChanged 49 SP:Iteration 20F (5867.452619 sec): 3 clusters Score: Raw -1066064.489803 + Penalty 2921.933995 = -1063142.555808 nChanged 43 SP:Iteration 21Q (5867.518828 sec): 3 clusters Score: Raw -1066086.886134 + Penalty 2921.933995 = -1063164.952139 nChanged 36 SP:Iteration 22Q (5867.571502 sec): 3 clusters Score: Raw -1066104.793408 + Penalty 2921.933995 = -1063182.859413 nChanged 28 SP:Iteration 23Q (5867.635800 sec): 3 clusters Score: Raw -1066118.455506 + Penalty 2921.933995 = -1063196.521511 nChanged 21 SP:Iteration 24Q (5867.701350 sec): 3 clusters Score: Raw -1066132.635665 + Penalty 2921.933995 = -1063210.701670 nChanged 25 SP:Iteration 25Q (5867.760931 sec): 3 clusters Score: Raw -1066144.745809 + Penalty 2921.933995 = -1063222.811814 nChanged 23 SP:Iteration 26Q (5867.814585 sec): 3 clusters Score: Raw -1066155.994607 + Penalty 2921.933995 = -1063234.060612 nChanged 22 SP:Iteration 27Q (5867.878791 sec): 3 clusters Score: Raw -1066165.360249 + Penalty 2921.933995 = -1063243.426255 nChanged 15 SP:Iteration 28Q (5867.939155 sec): 3 clusters Score: Raw -1066175.254830 + Penalty 2921.933995 = -1063253.320835 nChanged 15 SP:Iteration 29Q (5867.987631 sec): 3 clusters Score: Raw -1066184.012997 + Penalty 2921.933995 = -1063262.079002 nChanged 12 SP:Iteration 30Q (5868.047923 sec): 3 clusters Score: Raw -1066189.533382 + Penalty 2921.933995 = -1063267.599387 nChanged 8 SP:Iteration 31Q (5868.107802 sec): 3 clusters Score: Raw -1066195.665973 + Penalty 2921.933995 = -1063273.731979 nChanged 13 SP:Iteration 32Q (5868.176326 sec): 3 clusters Score: Raw -1066206.324794 + Penalty 2921.933995 = -1063284.390799 nChanged 18 SP:Iteration 33Q (5868.234778 sec): 3 clusters Score: Raw -1066217.980433 + Penalty 2921.933995 = -1063296.046438 nChanged 15 SP:Iteration 34Q (5868.278914 sec): 3 clusters Score: Raw -1066230.312141 + Penalty 2921.933995 = -1063308.378146 nChanged 17 SP:Iteration 35Q (5868.347876 sec): 3 clusters Score: Raw -1066240.732792 + Penalty 2921.933995 = -1063318.798798 nChanged 12 SP:Iteration 36Q (5868.399867 sec): 3 clusters Score: Raw -1066248.190786 + Penalty 2921.933995 = -1063326.256791 nChanged 15 SP:Iteration 37Q (5868.450085 sec): 3 clusters Score: Raw -1066257.018484 + Penalty 2921.933995 = -1063335.084489 nChanged 8 SP:Iteration 38Q (5868.517649 sec): 3 clusters Score: Raw -1066260.922207 + Penalty 2921.933995 = -1063338.988212 nChanged 5 SP:Iteration 39Q (5868.562108 sec): 3 clusters Score: Raw -1066263.210918 + Penalty 2921.933995 = -1063341.276924 nChanged 2 SP:Iteration 40F (5868.627985 sec): 3 clusters Score: Raw -1066263.960600 + Penalty 2921.933995 = -1063342.026605 nChanged 3 SP:Iteration 41Q (5868.682556 sec): 3 clusters Score: Raw -1066265.941607 + Penalty 2921.933995 = -1063344.007612 nChanged 4 SP:Iteration 42Q (5868.737249 sec): 3 clusters Score: Raw -1066268.087993 + Penalty 2921.933995 = -1063346.153998 nChanged 3 SP:Iteration 43Q (5868.781741 sec): 3 clusters Score: Raw -1066269.131266 + Penalty 2921.933995 = -1063347.197271 nChanged 4 SP:Iteration 44Q (5868.835281 sec): 3 clusters Score: Raw -1066271.477400 + Penalty 2921.933995 = -1063349.543405 nChanged 3 SP:Iteration 45Q (5868.893730 sec): 3 clusters Score: Raw -1066273.192279 + Penalty 2921.933995 = -1063351.258284 nChanged 3 SP:Iteration 46Q (5868.962345 sec): 3 clusters Score: Raw -1066275.297160 + Penalty 2921.933995 = -1063353.363165 nChanged 2 SP:Iteration 47Q (5869.018901 sec): 3 clusters Score: Raw -1066275.987120 + Penalty 2921.933995 = -1063354.053126 nChanged 0 SP:Iteration 48F (5869.081125 sec): 3 clusters Score: Raw -1066275.987120 + Penalty 2921.933995 = -1063354.053126 nChanged 0 Trying to split cluster 15 (66676 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5869.177057 sec): 2 clusters Score: Raw -8657471.381000 + Penalty 1804.985056 = -8655666.395944 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5869.331670 sec): 3 clusters Score: Raw -8614768.952969 + Penalty 3609.970113 = -8611158.982857 nChanged 31607 SP:Iteration 1F (5869.474256 sec): 3 clusters Score: Raw -8633151.939937 + Penalty 3609.970113 = -8629541.969824 nChanged 2676 SP:Iteration 2Q (5869.633540 sec): 3 clusters Score: Raw -8634003.493314 + Penalty 3609.970113 = -8630393.523202 nChanged 2918 SP:Iteration 3Q (5869.792381 sec): 3 clusters Score: Raw -8635137.436220 + Penalty 3609.970113 = -8631527.466107 nChanged 3324 SP:Iteration 4Q (5869.927894 sec): 3 clusters Score: Raw -8636760.790158 + Penalty 3609.970113 = -8633150.820045 nChanged 3862 SP:Iteration 5F (5870.085683 sec): 3 clusters Score: Raw -8639045.227627 + Penalty 3609.970113 = -8635435.257514 nChanged 4303 SP:Iteration 6F (5870.231649 sec): 3 clusters Score: Raw -8642099.723234 + Penalty 3609.970113 = -8638489.753121 nChanged 4569 SP:Iteration 7F (5870.373350 sec): 3 clusters Score: Raw -8645777.007378 + Penalty 3609.970113 = -8642167.037265 nChanged 4170 SP:Iteration 8F (5870.516085 sec): 3 clusters Score: Raw -8649361.318080 + Penalty 3609.970113 = -8645751.347967 nChanged 3273 SP:Iteration 9Q (5870.674456 sec): 3 clusters Score: Raw -8652188.425835 + Penalty 3609.970113 = -8648578.455722 nChanged 2355 SP:Iteration 10Q (5870.816517 sec): 3 clusters Score: Raw -8654242.796545 + Penalty 3609.970113 = -8650632.826433 nChanged 1607 SP:Iteration 11Q (5870.963224 sec): 3 clusters Score: Raw -8655783.902314 + Penalty 3609.970113 = -8652173.932201 nChanged 1159 SP:Iteration 12Q (5871.103759 sec): 3 clusters Score: Raw -8656867.680534 + Penalty 3609.970113 = -8653257.710421 nChanged 918 SP:Iteration 13Q (5871.240259 sec): 3 clusters Score: Raw -8657562.376715 + Penalty 3609.970113 = -8653952.406602 nChanged 679 SP:Iteration 14Q (5871.369974 sec): 3 clusters Score: Raw -8657953.876910 + Penalty 3609.970113 = -8654343.906797 nChanged 553 SP:Iteration 15Q (5871.503325 sec): 3 clusters Score: Raw -8658203.756185 + Penalty 3609.970113 = -8654593.786072 nChanged 393 SP:Iteration 16Q (5871.630545 sec): 3 clusters Score: Raw -8658344.499485 + Penalty 3609.970113 = -8654734.529372 nChanged 304 SP:Iteration 17Q (5871.754388 sec): 3 clusters Score: Raw -8658426.022050 + Penalty 3609.970113 = -8654816.051937 nChanged 236 SP:Iteration 18Q (5871.892310 sec): 3 clusters Score: Raw -8658486.165692 + Penalty 3609.970113 = -8654876.195580 nChanged 185 SP:Iteration 19Q (5872.020123 sec): 3 clusters Score: Raw -8658532.886352 + Penalty 3609.970113 = -8654922.916239 nChanged 173 SP:Iteration 20F (5872.162209 sec): 3 clusters Score: Raw -8658567.158379 + Penalty 3609.970113 = -8654957.188267 nChanged 140 SP:Iteration 21Q (5872.284988 sec): 3 clusters Score: Raw -8658589.116556 + Penalty 3609.970113 = -8654979.146443 nChanged 109 SP:Iteration 22Q (5872.408472 sec): 3 clusters Score: Raw -8658602.404473 + Penalty 3609.970113 = -8654992.434360 nChanged 77 SP:Iteration 23Q (5872.544068 sec): 3 clusters Score: Raw -8658610.986343 + Penalty 3609.970113 = -8655001.016230 nChanged 72 SP:Iteration 24Q (5872.672881 sec): 3 clusters Score: Raw -8658617.344167 + Penalty 3609.970113 = -8655007.374054 nChanged 53 SP:Iteration 25Q (5872.801968 sec): 3 clusters Score: Raw -8658621.847731 + Penalty 3609.970113 = -8655011.877619 nChanged 41 SP:Iteration 26Q (5872.935455 sec): 3 clusters Score: Raw -8658624.706002 + Penalty 3609.970113 = -8655014.735890 nChanged 36 SP:Iteration 27Q (5873.062746 sec): 3 clusters Score: Raw -8658627.578015 + Penalty 3609.970113 = -8655017.607902 nChanged 34 SP:Iteration 28Q (5873.196796 sec): 3 clusters Score: Raw -8658630.054340 + Penalty 3609.970113 = -8655020.084227 nChanged 32 SP:Iteration 29Q (5873.324423 sec): 3 clusters Score: Raw -8658632.319843 + Penalty 3609.970113 = -8655022.349730 nChanged 33 SP:Iteration 30Q (5873.457588 sec): 3 clusters Score: Raw -8658634.876954 + Penalty 3609.970113 = -8655024.906842 nChanged 25 SP:Iteration 31Q (5873.582115 sec): 3 clusters Score: Raw -8658636.554797 + Penalty 3609.970113 = -8655026.584684 nChanged 16 SP:Iteration 32Q (5873.723169 sec): 3 clusters Score: Raw -8658637.616178 + Penalty 3609.970113 = -8655027.646065 nChanged 21 SP:Iteration 33Q (5873.848855 sec): 3 clusters Score: Raw -8658638.777176 + Penalty 3609.970113 = -8655028.807063 nChanged 16 SP:Iteration 34Q (5873.968054 sec): 3 clusters Score: Raw -8658639.774238 + Penalty 3609.970113 = -8655029.804125 nChanged 20 SP:Iteration 35Q (5874.095775 sec): 3 clusters Score: Raw -8658641.150531 + Penalty 3609.970113 = -8655031.180418 nChanged 18 SP:Iteration 36Q (5874.225291 sec): 3 clusters Score: Raw -8658642.109099 + Penalty 3609.970113 = -8655032.138986 nChanged 12 SP:Iteration 37Q (5874.350996 sec): 3 clusters Score: Raw -8658642.868169 + Penalty 3609.970113 = -8655032.898056 nChanged 14 SP:Iteration 38Q (5874.485495 sec): 3 clusters Score: Raw -8658643.615054 + Penalty 3609.970113 = -8655033.644941 nChanged 12 SP:Iteration 39Q (5874.615350 sec): 3 clusters Score: Raw -8658644.112680 + Penalty 3609.970113 = -8655034.142567 nChanged 10 SP:Iteration 40F (5874.757802 sec): 3 clusters Score: Raw -8658644.514789 + Penalty 3609.970113 = -8655034.544676 nChanged 8 SP:Iteration 41Q (5874.868064 sec): 3 clusters Score: Raw -8658645.001720 + Penalty 3609.970113 = -8655035.031607 nChanged 5 SP:Iteration 42Q (5875.000739 sec): 3 clusters Score: Raw -8658645.229739 + Penalty 3609.970113 = -8655035.259626 nChanged 3 SP:Iteration 43Q (5875.147122 sec): 3 clusters Score: Raw -8658645.369482 + Penalty 3609.970113 = -8655035.399369 nChanged 3 SP:Iteration 44Q (5875.282506 sec): 3 clusters Score: Raw -8658645.431136 + Penalty 3609.970113 = -8655035.461023 nChanged 1 SP:Iteration 45Q (5875.424524 sec): 3 clusters Score: Raw -8658645.517371 + Penalty 3609.970113 = -8655035.547258 nChanged 3 SP:Iteration 46Q (5875.550238 sec): 3 clusters Score: Raw -8658645.606068 + Penalty 3609.970113 = -8655035.635955 nChanged 0 SP:Iteration 47F (5875.700584 sec): 3 clusters Score: Raw -8658645.606068 + Penalty 3609.970113 = -8655035.635955 nChanged 0 Trying to split cluster 16 (34633 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5875.768498 sec): 2 clusters Score: Raw -4276876.278896 + Penalty 1698.541368 = -4275177.737528 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5875.865985 sec): 3 clusters Score: Raw -4255262.993788 + Penalty 3397.082736 = -4251865.911053 nChanged 16141 SP:Iteration 1F (5875.961066 sec): 3 clusters Score: Raw -4264532.795596 + Penalty 3397.082736 = -4261135.712860 nChanged 1870 SP:Iteration 2F (5876.053793 sec): 3 clusters Score: Raw -4265354.862020 + Penalty 3397.082736 = -4261957.779285 nChanged 2021 SP:Iteration 3F (5876.148746 sec): 3 clusters Score: Raw -4266360.492283 + Penalty 3397.082736 = -4262963.409548 nChanged 2172 SP:Iteration 4F (5876.253328 sec): 3 clusters Score: Raw -4267505.696860 + Penalty 3397.082736 = -4264108.614124 nChanged 2176 SP:Iteration 5F (5876.349214 sec): 3 clusters Score: Raw -4268743.280863 + Penalty 3397.082736 = -4265346.198127 nChanged 2110 SP:Iteration 6F (5876.438206 sec): 3 clusters Score: Raw -4270016.485004 + Penalty 3397.082736 = -4266619.402269 nChanged 1997 SP:Iteration 7F (5876.533228 sec): 3 clusters Score: Raw -4271286.750985 + Penalty 3397.082736 = -4267889.668249 nChanged 1785 SP:Iteration 8F (5876.638858 sec): 3 clusters Score: Raw -4272491.417634 + Penalty 3397.082736 = -4269094.334898 nChanged 1582 SP:Iteration 9Q (5876.733474 sec): 3 clusters Score: Raw -4273580.073537 + Penalty 3397.082736 = -4270182.990801 nChanged 1334 SP:Iteration 10Q (5876.838882 sec): 3 clusters Score: Raw -4274569.686256 + Penalty 3397.082736 = -4271172.603520 nChanged 1139 SP:Iteration 11Q (5876.937930 sec): 3 clusters Score: Raw -4275446.931613 + Penalty 3397.082736 = -4272049.848877 nChanged 818 SP:Iteration 12Q (5877.019643 sec): 3 clusters Score: Raw -4276066.675037 + Penalty 3397.082736 = -4272669.592301 nChanged 560 SP:Iteration 13Q (5877.115496 sec): 3 clusters Score: Raw -4276488.689649 + Penalty 3397.082736 = -4273091.606913 nChanged 386 SP:Iteration 14Q (5877.210603 sec): 3 clusters Score: Raw -4276769.092138 + Penalty 3397.082736 = -4273372.009402 nChanged 260 SP:Iteration 15Q (5877.294122 sec): 3 clusters Score: Raw -4276940.734509 + Penalty 3397.082736 = -4273543.651773 nChanged 178 SP:Iteration 16Q (5877.377834 sec): 3 clusters Score: Raw -4277058.059129 + Penalty 3397.082736 = -4273660.976393 nChanged 142 SP:Iteration 17Q (5877.475535 sec): 3 clusters Score: Raw -4277158.703095 + Penalty 3397.082736 = -4273761.620359 nChanged 103 SP:Iteration 18Q (5877.567965 sec): 3 clusters Score: Raw -4277227.192766 + Penalty 3397.082736 = -4273830.110030 nChanged 82 SP:Iteration 19Q (5877.650083 sec): 3 clusters Score: Raw -4277281.711305 + Penalty 3397.082736 = -4273884.628570 nChanged 60 SP:Iteration 20F (5877.742633 sec): 3 clusters Score: Raw -4277318.382626 + Penalty 3397.082736 = -4273921.299890 nChanged 48 SP:Iteration 21Q (5877.836321 sec): 3 clusters Score: Raw -4277346.913501 + Penalty 3397.082736 = -4273949.830765 nChanged 37 SP:Iteration 22Q (5877.930492 sec): 3 clusters Score: Raw -4277368.517114 + Penalty 3397.082736 = -4273971.434378 nChanged 26 SP:Iteration 23Q (5878.021680 sec): 3 clusters Score: Raw -4277382.184297 + Penalty 3397.082736 = -4273985.101562 nChanged 23 SP:Iteration 24Q (5878.109819 sec): 3 clusters Score: Raw -4277392.423668 + Penalty 3397.082736 = -4273995.340932 nChanged 20 SP:Iteration 25Q (5878.203375 sec): 3 clusters Score: Raw -4277402.916946 + Penalty 3397.082736 = -4274005.834210 nChanged 15 SP:Iteration 26Q (5878.293685 sec): 3 clusters Score: Raw -4277410.957837 + Penalty 3397.082736 = -4274013.875101 nChanged 14 SP:Iteration 27Q (5878.366549 sec): 3 clusters Score: Raw -4277416.150817 + Penalty 3397.082736 = -4274019.068082 nChanged 9 SP:Iteration 28Q (5878.466506 sec): 3 clusters Score: Raw -4277419.916303 + Penalty 3397.082736 = -4274022.833567 nChanged 9 SP:Iteration 29Q (5878.541307 sec): 3 clusters Score: Raw -4277422.776111 + Penalty 3397.082736 = -4274025.693375 nChanged 6 SP:Iteration 30Q (5878.624307 sec): 3 clusters Score: Raw -4277425.213364 + Penalty 3397.082736 = -4274028.130628 nChanged 10 SP:Iteration 31Q (5878.709760 sec): 3 clusters Score: Raw -4277430.982838 + Penalty 3397.082736 = -4274033.900102 nChanged 11 SP:Iteration 32Q (5878.804404 sec): 3 clusters Score: Raw -4277437.179813 + Penalty 3397.082736 = -4274040.097077 nChanged 10 SP:Iteration 33Q (5878.883168 sec): 3 clusters Score: Raw -4277441.485573 + Penalty 3397.082736 = -4274044.402837 nChanged 13 SP:Iteration 34Q (5878.976962 sec): 3 clusters Score: Raw -4277446.099909 + Penalty 3397.082736 = -4274049.017173 nChanged 8 SP:Iteration 35Q (5879.060002 sec): 3 clusters Score: Raw -4277449.974231 + Penalty 3397.082736 = -4274052.891496 nChanged 5 SP:Iteration 36Q (5879.137903 sec): 3 clusters Score: Raw -4277453.375787 + Penalty 3397.082736 = -4274056.293051 nChanged 9 SP:Iteration 37Q (5879.219551 sec): 3 clusters Score: Raw -4277458.121033 + Penalty 3397.082736 = -4274061.038297 nChanged 5 SP:Iteration 38Q (5879.302593 sec): 3 clusters Score: Raw -4277460.164865 + Penalty 3397.082736 = -4274063.082130 nChanged 3 SP:Iteration 39Q (5879.387378 sec): 3 clusters Score: Raw -4277461.947091 + Penalty 3397.082736 = -4274064.864355 nChanged 1 SP:Iteration 40F (5879.475821 sec): 3 clusters Score: Raw -4277462.230051 + Penalty 3397.082736 = -4274065.147316 nChanged 0 Trying to split cluster 17 (5138 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5879.508948 sec): 2 clusters Score: Raw -656376.441283 + Penalty 1388.468116 = -654987.973167 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5879.558596 sec): 3 clusters Score: Raw -653716.223780 + Penalty 2776.936233 = -650939.287548 nChanged 2072 SP:Iteration 1F (5879.614213 sec): 3 clusters Score: Raw -654898.114409 + Penalty 2776.936233 = -652121.178176 nChanged 413 SP:Iteration 2F (5879.663656 sec): 3 clusters Score: Raw -655138.748196 + Penalty 2776.936233 = -652361.811964 nChanged 306 SP:Iteration 3F (5879.724652 sec): 3 clusters Score: Raw -655337.388853 + Penalty 2776.936233 = -652560.452620 nChanged 279 SP:Iteration 4F (5879.769468 sec): 3 clusters Score: Raw -655565.534908 + Penalty 2776.936233 = -652788.598675 nChanged 251 SP:Iteration 5Q (5879.824152 sec): 3 clusters Score: Raw -655858.134846 + Penalty 2776.936233 = -653081.198613 nChanged 258 SP:Iteration 6F (5879.876176 sec): 3 clusters Score: Raw -656199.972539 + Penalty 2776.936233 = -653423.036306 nChanged 256 SP:Iteration 7Q (5879.933202 sec): 3 clusters Score: Raw -656499.348680 + Penalty 2776.936233 = -653722.412447 nChanged 264 SP:Iteration 8F (5879.990123 sec): 3 clusters Score: Raw -656697.343596 + Penalty 2776.936233 = -653920.407364 nChanged 218 SP:Iteration 9Q (5880.048558 sec): 3 clusters Score: Raw -656828.927268 + Penalty 2776.936233 = -654051.991036 nChanged 163 SP:Iteration 10Q (5880.087159 sec): 3 clusters Score: Raw -656918.033716 + Penalty 2776.936233 = -654141.097483 nChanged 148 SP:Iteration 11Q (5880.138823 sec): 3 clusters Score: Raw -656992.014015 + Penalty 2776.936233 = -654215.077782 nChanged 116 SP:Iteration 12Q (5880.199445 sec): 3 clusters Score: Raw -657054.604027 + Penalty 2776.936233 = -654277.667794 nChanged 109 SP:Iteration 13Q (5880.254059 sec): 3 clusters Score: Raw -657113.753114 + Penalty 2776.936233 = -654336.816881 nChanged 108 SP:Iteration 14Q (5880.301948 sec): 3 clusters Score: Raw -657174.300407 + Penalty 2776.936233 = -654397.364174 nChanged 91 SP:Iteration 15Q (5880.358586 sec): 3 clusters Score: Raw -657225.690065 + Penalty 2776.936233 = -654448.753833 nChanged 67 SP:Iteration 16Q (5880.416583 sec): 3 clusters Score: Raw -657260.551741 + Penalty 2776.936233 = -654483.615509 nChanged 59 SP:Iteration 17Q (5880.467863 sec): 3 clusters Score: Raw -657292.453462 + Penalty 2776.936233 = -654515.517229 nChanged 38 SP:Iteration 18Q (5880.523271 sec): 3 clusters Score: Raw -657306.062147 + Penalty 2776.936233 = -654529.125915 nChanged 23 SP:Iteration 19Q (5880.569917 sec): 3 clusters Score: Raw -657313.202322 + Penalty 2776.936233 = -654536.266089 nChanged 16 SP:Iteration 20F (5880.612243 sec): 3 clusters Score: Raw -657317.901211 + Penalty 2776.936233 = -654540.964978 nChanged 14 SP:Iteration 21Q (5880.669898 sec): 3 clusters Score: Raw -657323.445906 + Penalty 2776.936233 = -654546.509673 nChanged 16 SP:Iteration 22Q (5880.713360 sec): 3 clusters Score: Raw -657330.028271 + Penalty 2776.936233 = -654553.092038 nChanged 13 SP:Iteration 23Q (5880.772653 sec): 3 clusters Score: Raw -657334.816623 + Penalty 2776.936233 = -654557.880391 nChanged 15 SP:Iteration 24Q (5880.826342 sec): 3 clusters Score: Raw -657339.128649 + Penalty 2776.936233 = -654562.192417 nChanged 10 SP:Iteration 25Q (5880.879157 sec): 3 clusters Score: Raw -657343.238843 + Penalty 2776.936233 = -654566.302610 nChanged 14 SP:Iteration 26Q (5880.930577 sec): 3 clusters Score: Raw -657348.511024 + Penalty 2776.936233 = -654571.574791 nChanged 14 SP:Iteration 27Q (5880.971460 sec): 3 clusters Score: Raw -657353.482525 + Penalty 2776.936233 = -654576.546292 nChanged 19 SP:Iteration 28Q (5881.031896 sec): 3 clusters Score: Raw -657362.294241 + Penalty 2776.936233 = -654585.358009 nChanged 16 SP:Iteration 29Q (5881.084497 sec): 3 clusters Score: Raw -657370.707021 + Penalty 2776.936233 = -654593.770789 nChanged 21 SP:Iteration 30Q (5881.126749 sec): 3 clusters Score: Raw -657385.212286 + Penalty 2776.936233 = -654608.276053 nChanged 25 SP:Iteration 31Q (5881.177128 sec): 3 clusters Score: Raw -657398.029543 + Penalty 2776.936233 = -654621.093311 nChanged 22 SP:Iteration 32Q (5881.227144 sec): 3 clusters Score: Raw -657409.363060 + Penalty 2776.936233 = -654632.426828 nChanged 23 SP:Iteration 33Q (5881.285416 sec): 3 clusters Score: Raw -657427.560274 + Penalty 2776.936233 = -654650.624041 nChanged 31 SP:Iteration 34Q (5881.330868 sec): 3 clusters Score: Raw -657454.766399 + Penalty 2776.936233 = -654677.830166 nChanged 30 SP:Iteration 35Q (5881.367527 sec): 3 clusters Score: Raw -657493.086154 + Penalty 2776.936233 = -654716.149921 nChanged 30 SP:Iteration 36Q (5881.422891 sec): 3 clusters Score: Raw -657567.452557 + Penalty 2776.936233 = -654790.516324 nChanged 42 SP:Iteration 37Q (5881.468335 sec): 3 clusters Score: Raw -657759.972241 + Penalty 2776.936233 = -654983.036008 nChanged 48 SP:Iteration 38Q (5881.504178 sec): 3 clusters Score: Raw -657967.376569 + Penalty 2776.936233 = -655190.440337 nChanged 23 SP:Iteration 39Q (5881.554876 sec): 3 clusters Score: Raw -658047.006532 + Penalty 2776.936233 = -655270.070300 nChanged 13 SP:Iteration 40F (5881.601732 sec): 3 clusters Score: Raw -658055.163754 + Penalty 2776.936233 = -655278.227521 nChanged 1 SP:Iteration 41Q (5881.637225 sec): 3 clusters Score: Raw -658055.529995 + Penalty 2776.936233 = -655278.593763 nChanged 0 SP:Iteration 42F (5881.689836 sec): 3 clusters Score: Raw -658055.529995 + Penalty 2776.936233 = -655278.593763 nChanged 0 Score: Raw -99945875.475068 + Penalty 68289.204956 = -99877586.270112 Splitting cluster 17 changes total score from -99878110.058979 to -99877586.270112 So it's not getting split. Trying to split cluster 18 (399 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5896.809063 sec): 2 clusters Score: Raw -42858.743609 + Penalty 973.206230 = -41885.537378 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5896.843730 sec): 3 clusters Score: Raw -42949.794710 + Penalty 1946.412460 = -41003.382250 nChanged 86 SP:Iteration 1F (5896.897860 sec): 3 clusters Score: Raw -43107.518192 + Penalty 1946.412460 = -41161.105732 nChanged 25 SP:Iteration 2F (5896.947771 sec): 3 clusters Score: Raw -43192.949723 + Penalty 1946.412460 = -41246.537263 nChanged 19 SP:Iteration 3Q (5896.975172 sec): 3 clusters Score: Raw -43240.577503 + Penalty 1946.412460 = -41294.165042 nChanged 13 SP:Iteration 4Q (5897.020474 sec): 3 clusters Score: Raw -43268.285785 + Penalty 1946.412460 = -41321.873325 nChanged 12 SP:Iteration 5Q (5897.066501 sec): 3 clusters Score: Raw -43283.488355 + Penalty 1946.412460 = -41337.075894 nChanged 5 SP:Iteration 6Q (5897.109660 sec): 3 clusters Score: Raw -43292.139402 + Penalty 1946.412460 = -41345.726942 nChanged 4 SP:Iteration 7Q (5897.146021 sec): 3 clusters Score: Raw -43296.174157 + Penalty 1946.412460 = -41349.761697 nChanged 2 SP:Iteration 8Q (5897.182454 sec): 3 clusters Score: Raw -43297.852554 + Penalty 1946.412460 = -41351.440094 nChanged 2 SP:Iteration 9Q (5897.217502 sec): 3 clusters Score: Raw -43299.113920 + Penalty 1946.412460 = -41352.701460 nChanged 1 SP:Iteration 10Q (5897.264171 sec): 3 clusters Score: Raw -43299.506503 + Penalty 1946.412460 = -41353.094042 nChanged 0 SP:Iteration 11F (5897.303291 sec): 3 clusters Score: Raw -43299.506503 + Penalty 1946.412460 = -41353.094042 nChanged 0 Trying to split cluster 19 (16545 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5897.358666 sec): 2 clusters Score: Raw -2076369.697246 + Penalty 1578.498873 = -2074791.198372 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5897.434590 sec): 3 clusters Score: Raw -2066570.843541 + Penalty 3156.997747 = -2063413.845795 nChanged 7469 SP:Iteration 1F (5897.502087 sec): 3 clusters Score: Raw -2071018.974729 + Penalty 3156.997747 = -2067861.976982 nChanged 1080 SP:Iteration 2F (5897.585445 sec): 3 clusters Score: Raw -2071704.984056 + Penalty 3156.997747 = -2068547.986310 nChanged 1138 SP:Iteration 3F (5897.651752 sec): 3 clusters Score: Raw -2072468.068360 + Penalty 3156.997747 = -2069311.070614 nChanged 1175 SP:Iteration 4F (5897.732572 sec): 3 clusters Score: Raw -2073306.362943 + Penalty 3156.997747 = -2070149.365196 nChanged 1117 SP:Iteration 5F (5897.792467 sec): 3 clusters Score: Raw -2074053.272799 + Penalty 3156.997747 = -2070896.275053 nChanged 960 SP:Iteration 6F (5897.870503 sec): 3 clusters Score: Raw -2074557.599181 + Penalty 3156.997747 = -2071400.601434 nChanged 717 SP:Iteration 7Q (5897.937266 sec): 3 clusters Score: Raw -2074851.349406 + Penalty 3156.997747 = -2071694.351659 nChanged 484 SP:Iteration 8Q (5898.004052 sec): 3 clusters Score: Raw -2075005.943933 + Penalty 3156.997747 = -2071848.946186 nChanged 343 SP:Iteration 9Q (5898.063810 sec): 3 clusters Score: Raw -2075086.582182 + Penalty 3156.997747 = -2071929.584435 nChanged 233 SP:Iteration 10Q (5898.135012 sec): 3 clusters Score: Raw -2075132.965242 + Penalty 3156.997747 = -2071975.967496 nChanged 180 SP:Iteration 11Q (5898.216787 sec): 3 clusters Score: Raw -2075162.708748 + Penalty 3156.997747 = -2072005.711001 nChanged 133 SP:Iteration 12Q (5898.280831 sec): 3 clusters Score: Raw -2075181.782614 + Penalty 3156.997747 = -2072024.784867 nChanged 111 SP:Iteration 13Q (5898.365974 sec): 3 clusters Score: Raw -2075195.167789 + Penalty 3156.997747 = -2072038.170042 nChanged 87 SP:Iteration 14Q (5898.439663 sec): 3 clusters Score: Raw -2075204.489983 + Penalty 3156.997747 = -2072047.492237 nChanged 74 SP:Iteration 15Q (5898.503423 sec): 3 clusters Score: Raw -2075211.490196 + Penalty 3156.997747 = -2072054.492449 nChanged 52 SP:Iteration 16Q (5898.578133 sec): 3 clusters Score: Raw -2075215.847769 + Penalty 3156.997747 = -2072058.850022 nChanged 52 SP:Iteration 17Q (5898.664699 sec): 3 clusters Score: Raw -2075220.541790 + Penalty 3156.997747 = -2072063.544044 nChanged 52 SP:Iteration 18Q (5898.731738 sec): 3 clusters Score: Raw -2075225.411372 + Penalty 3156.997747 = -2072068.413626 nChanged 41 SP:Iteration 19Q (5898.811530 sec): 3 clusters Score: Raw -2075229.477331 + Penalty 3156.997747 = -2072072.479585 nChanged 60 SP:Iteration 20F (5898.878485 sec): 3 clusters Score: Raw -2075235.803164 + Penalty 3156.997747 = -2072078.805418 nChanged 55 SP:Iteration 21Q (5898.945396 sec): 3 clusters Score: Raw -2075240.977609 + Penalty 3156.997747 = -2072083.979862 nChanged 54 SP:Iteration 22Q (5899.018233 sec): 3 clusters Score: Raw -2075246.376461 + Penalty 3156.997747 = -2072089.378714 nChanged 51 SP:Iteration 23Q (5899.106079 sec): 3 clusters Score: Raw -2075250.736359 + Penalty 3156.997747 = -2072093.738612 nChanged 40 SP:Iteration 24Q (5899.180092 sec): 3 clusters Score: Raw -2075253.994802 + Penalty 3156.997747 = -2072096.997056 nChanged 45 SP:Iteration 25Q (5899.246494 sec): 3 clusters Score: Raw -2075257.904476 + Penalty 3156.997747 = -2072100.906729 nChanged 45 SP:Iteration 26Q (5899.320753 sec): 3 clusters Score: Raw -2075262.297235 + Penalty 3156.997747 = -2072105.299489 nChanged 52 SP:Iteration 27Q (5899.393088 sec): 3 clusters Score: Raw -2075267.907405 + Penalty 3156.997747 = -2072110.909658 nChanged 64 SP:Iteration 28Q (5899.468082 sec): 3 clusters Score: Raw -2075274.343908 + Penalty 3156.997747 = -2072117.346162 nChanged 56 SP:Iteration 29Q (5899.550131 sec): 3 clusters Score: Raw -2075281.677508 + Penalty 3156.997747 = -2072124.679762 nChanged 75 SP:Iteration 30Q (5899.607265 sec): 3 clusters Score: Raw -2075291.499609 + Penalty 3156.997747 = -2072134.501863 nChanged 88 SP:Iteration 31Q (5899.678246 sec): 3 clusters Score: Raw -2075302.532377 + Penalty 3156.997747 = -2072145.534630 nChanged 77 SP:Iteration 32Q (5899.750869 sec): 3 clusters Score: Raw -2075311.551915 + Penalty 3156.997747 = -2072154.554169 nChanged 74 SP:Iteration 33Q (5899.817456 sec): 3 clusters Score: Raw -2075319.558510 + Penalty 3156.997747 = -2072162.560763 nChanged 53 SP:Iteration 34Q (5899.873739 sec): 3 clusters Score: Raw -2075325.639166 + Penalty 3156.997747 = -2072168.641419 nChanged 51 SP:Iteration 35Q (5899.946033 sec): 3 clusters Score: Raw -2075330.628376 + Penalty 3156.997747 = -2072173.630629 nChanged 44 SP:Iteration 36Q (5900.009107 sec): 3 clusters Score: Raw -2075334.485879 + Penalty 3156.997747 = -2072177.488132 nChanged 33 SP:Iteration 37Q (5900.064856 sec): 3 clusters Score: Raw -2075337.770752 + Penalty 3156.997747 = -2072180.773006 nChanged 40 SP:Iteration 38Q (5900.134614 sec): 3 clusters Score: Raw -2075342.143356 + Penalty 3156.997747 = -2072185.145609 nChanged 42 SP:Iteration 39Q (5900.204563 sec): 3 clusters Score: Raw -2075346.725468 + Penalty 3156.997747 = -2072189.727721 nChanged 40 SP:Iteration 40F (5900.274685 sec): 3 clusters Score: Raw -2075351.426616 + Penalty 3156.997747 = -2072194.428870 nChanged 37 SP:Iteration 41Q (5900.351652 sec): 3 clusters Score: Raw -2075355.158458 + Penalty 3156.997747 = -2072198.160711 nChanged 41 SP:Iteration 42Q (5900.411494 sec): 3 clusters Score: Raw -2075359.376918 + Penalty 3156.997747 = -2072202.379172 nChanged 49 SP:Iteration 43Q (5900.485485 sec): 3 clusters Score: Raw -2075363.870394 + Penalty 3156.997747 = -2072206.872648 nChanged 46 SP:Iteration 44Q (5900.566468 sec): 3 clusters Score: Raw -2075368.320521 + Penalty 3156.997747 = -2072211.322775 nChanged 42 SP:Iteration 45Q (5900.619482 sec): 3 clusters Score: Raw -2075371.583446 + Penalty 3156.997747 = -2072214.585700 nChanged 36 SP:Iteration 46Q (5900.687122 sec): 3 clusters Score: Raw -2075374.749854 + Penalty 3156.997747 = -2072217.752107 nChanged 30 SP:Iteration 47Q (5900.746526 sec): 3 clusters Score: Raw -2075377.429220 + Penalty 3156.997747 = -2072220.431473 nChanged 32 SP:Iteration 48Q (5900.815320 sec): 3 clusters Score: Raw -2075380.251749 + Penalty 3156.997747 = -2072223.254003 nChanged 39 SP:Iteration 49Q (5900.891251 sec): 3 clusters Score: Raw -2075383.412792 + Penalty 3156.997747 = -2072226.415045 nChanged 31 SP:Iteration 50Q (5900.967311 sec): 3 clusters Score: Raw -2075386.062828 + Penalty 3156.997747 = -2072229.065081 nChanged 23 SP:Iteration 51Q (5901.043748 sec): 3 clusters Score: Raw -2075388.094809 + Penalty 3156.997747 = -2072231.097062 nChanged 29 SP:Iteration 52Q (5901.119789 sec): 3 clusters Score: Raw -2075391.074185 + Penalty 3156.997747 = -2072234.076438 nChanged 35 SP:Iteration 53Q (5901.206022 sec): 3 clusters Score: Raw -2075394.058096 + Penalty 3156.997747 = -2072237.060349 nChanged 23 SP:Iteration 54Q (5901.271761 sec): 3 clusters Score: Raw -2075395.840298 + Penalty 3156.997747 = -2072238.842551 nChanged 23 SP:Iteration 55Q (5901.356809 sec): 3 clusters Score: Raw -2075397.760990 + Penalty 3156.997747 = -2072240.763244 nChanged 29 SP:Iteration 56Q (5901.422682 sec): 3 clusters Score: Raw -2075400.335895 + Penalty 3156.997747 = -2072243.338148 nChanged 32 SP:Iteration 57Q (5901.508643 sec): 3 clusters Score: Raw -2075403.268696 + Penalty 3156.997747 = -2072246.270949 nChanged 33 SP:Iteration 58Q (5901.574637 sec): 3 clusters Score: Raw -2075405.956918 + Penalty 3156.997747 = -2072248.959171 nChanged 28 SP:Iteration 59Q (5901.660730 sec): 3 clusters Score: Raw -2075407.976882 + Penalty 3156.997747 = -2072250.979135 nChanged 25 SP:Iteration 60F (5901.726792 sec): 3 clusters Score: Raw -2075409.614512 + Penalty 3156.997747 = -2072252.616765 nChanged 23 SP:Iteration 61Q (5901.802330 sec): 3 clusters Score: Raw -2075411.544503 + Penalty 3156.997747 = -2072254.546756 nChanged 28 SP:Iteration 62Q (5901.882110 sec): 3 clusters Score: Raw -2075414.439592 + Penalty 3156.997747 = -2072257.441846 nChanged 39 SP:Iteration 63Q (5901.952978 sec): 3 clusters Score: Raw -2075418.894976 + Penalty 3156.997747 = -2072261.897229 nChanged 42 SP:Iteration 64Q (5902.029822 sec): 3 clusters Score: Raw -2075423.131902 + Penalty 3156.997747 = -2072266.134156 nChanged 46 SP:Iteration 65Q (5902.106486 sec): 3 clusters Score: Raw -2075427.796588 + Penalty 3156.997747 = -2072270.798841 nChanged 47 SP:Iteration 66Q (5902.183158 sec): 3 clusters Score: Raw -2075433.602269 + Penalty 3156.997747 = -2072276.604522 nChanged 49 SP:Iteration 67Q (5902.256095 sec): 3 clusters Score: Raw -2075438.625703 + Penalty 3156.997747 = -2072281.627956 nChanged 47 SP:Iteration 68Q (5902.332391 sec): 3 clusters Score: Raw -2075442.584874 + Penalty 3156.997747 = -2072285.587127 nChanged 34 SP:Iteration 69Q (5902.405452 sec): 3 clusters Score: Raw -2075445.568551 + Penalty 3156.997747 = -2072288.570805 nChanged 45 SP:Iteration 70Q (5902.468375 sec): 3 clusters Score: Raw -2075451.320018 + Penalty 3156.997747 = -2072294.322271 nChanged 51 SP:Iteration 71Q (5902.538587 sec): 3 clusters Score: Raw -2075457.011122 + Penalty 3156.997747 = -2072300.013375 nChanged 43 SP:Iteration 72Q (5902.624482 sec): 3 clusters Score: Raw -2075460.960424 + Penalty 3156.997747 = -2072303.962678 nChanged 46 SP:Iteration 73Q (5902.699669 sec): 3 clusters Score: Raw -2075465.516415 + Penalty 3156.997747 = -2072308.518668 nChanged 53 SP:Iteration 74Q (5902.773425 sec): 3 clusters Score: Raw -2075471.106898 + Penalty 3156.997747 = -2072314.109151 nChanged 77 SP:Iteration 75Q (5902.833057 sec): 3 clusters Score: Raw -2075480.356355 + Penalty 3156.997747 = -2072323.358609 nChanged 81 SP:Iteration 76Q (5902.917445 sec): 3 clusters Score: Raw -2075490.256044 + Penalty 3156.997747 = -2072333.258297 nChanged 68 SP:Iteration 77Q (5902.983309 sec): 3 clusters Score: Raw -2075498.188696 + Penalty 3156.997747 = -2072341.190950 nChanged 71 SP:Iteration 78Q (5903.046198 sec): 3 clusters Score: Raw -2075507.420262 + Penalty 3156.997747 = -2072350.422516 nChanged 70 SP:Iteration 79Q (5903.118322 sec): 3 clusters Score: Raw -2075515.432438 + Penalty 3156.997747 = -2072358.434692 nChanged 72 SP:Iteration 80F (5903.190009 sec): 3 clusters Score: Raw -2075524.017557 + Penalty 3156.997747 = -2072367.019810 nChanged 69 SP:Iteration 81Q (5903.266114 sec): 3 clusters Score: Raw -2075533.534539 + Penalty 3156.997747 = -2072376.536792 nChanged 83 SP:Iteration 82Q (5903.328275 sec): 3 clusters Score: Raw -2075546.580550 + Penalty 3156.997747 = -2072389.582803 nChanged 83 SP:Iteration 83Q (5903.392358 sec): 3 clusters Score: Raw -2075561.683649 + Penalty 3156.997747 = -2072404.685902 nChanged 94 SP:Iteration 84Q (5903.462524 sec): 3 clusters Score: Raw -2075576.891850 + Penalty 3156.997747 = -2072419.894103 nChanged 98 SP:Iteration 85Q (5903.525521 sec): 3 clusters Score: Raw -2075593.691935 + Penalty 3156.997747 = -2072436.694188 nChanged 87 SP:Iteration 86Q (5903.599904 sec): 3 clusters Score: Raw -2075607.967138 + Penalty 3156.997747 = -2072450.969392 nChanged 81 SP:Iteration 87Q (5903.664659 sec): 3 clusters Score: Raw -2075621.663792 + Penalty 3156.997747 = -2072464.666045 nChanged 90 SP:Iteration 88Q (5903.736998 sec): 3 clusters Score: Raw -2075637.964140 + Penalty 3156.997747 = -2072480.966394 nChanged 95 SP:Iteration 89Q (5903.803003 sec): 3 clusters Score: Raw -2075655.994907 + Penalty 3156.997747 = -2072498.997160 nChanged 97 SP:Iteration 90Q (5903.873159 sec): 3 clusters Score: Raw -2075671.419143 + Penalty 3156.997747 = -2072514.421397 nChanged 94 SP:Iteration 91Q (5903.931686 sec): 3 clusters Score: Raw -2075690.308461 + Penalty 3156.997747 = -2072533.310715 nChanged 109 SP:Iteration 92Q (5903.999143 sec): 3 clusters Score: Raw -2075713.401792 + Penalty 3156.997747 = -2072556.404046 nChanged 97 SP:Iteration 93Q (5904.075451 sec): 3 clusters Score: Raw -2075736.274347 + Penalty 3156.997747 = -2072579.276600 nChanged 110 SP:Iteration 94Q (5904.137040 sec): 3 clusters Score: Raw -2075761.680892 + Penalty 3156.997747 = -2072604.683146 nChanged 131 SP:Iteration 95Q (5904.194660 sec): 3 clusters Score: Raw -2075795.072384 + Penalty 3156.997747 = -2072638.074637 nChanged 137 SP:Iteration 96Q (5904.257260 sec): 3 clusters Score: Raw -2075829.995943 + Penalty 3156.997747 = -2072672.998196 nChanged 151 SP:Iteration 97Q (5904.330671 sec): 3 clusters Score: Raw -2075871.900760 + Penalty 3156.997747 = -2072714.903013 nChanged 162 SP:Iteration 98Q (5904.393967 sec): 3 clusters Score: Raw -2075925.019955 + Penalty 3156.997747 = -2072768.022209 nChanged 166 SP:Iteration 99Q (5904.453662 sec): 3 clusters Score: Raw -2075982.193831 + Penalty 3156.997747 = -2072825.196085 nChanged 166 SP:Iteration 100F (5904.529802 sec): 3 clusters Score: Raw -2076038.872162 + Penalty 3156.997747 = -2072881.874415 nChanged 166 SP:Iteration 101Q (5904.600830 sec): 3 clusters Score: Raw -2076104.768814 + Penalty 3156.997747 = -2072947.771068 nChanged 181 SP:Iteration 102Q (5904.662536 sec): 3 clusters Score: Raw -2076195.832900 + Penalty 3156.997747 = -2073038.835154 nChanged 194 SP:Iteration 103Q (5904.730608 sec): 3 clusters Score: Raw -2076296.463859 + Penalty 3156.997747 = -2073139.466112 nChanged 187 SP:Iteration 104Q (5904.802259 sec): 3 clusters Score: Raw -2076403.011539 + Penalty 3156.997747 = -2073246.013793 nChanged 186 SP:Iteration 105Q (5904.876998 sec): 3 clusters Score: Raw -2076518.744423 + Penalty 3156.997747 = -2073361.746676 nChanged 188 SP:Iteration 106Q (5904.954274 sec): 3 clusters Score: Raw -2076638.595128 + Penalty 3156.997747 = -2073481.597382 nChanged 178 SP:Iteration 107Q (5905.028013 sec): 3 clusters Score: Raw -2076734.675217 + Penalty 3156.997747 = -2073577.677470 nChanged 152 SP:Iteration 108Q (5905.098972 sec): 3 clusters Score: Raw -2076801.376041 + Penalty 3156.997747 = -2073644.378294 nChanged 125 SP:Iteration 109Q (5905.166656 sec): 3 clusters Score: Raw -2076851.527603 + Penalty 3156.997747 = -2073694.529856 nChanged 119 SP:Iteration 110Q (5905.224985 sec): 3 clusters Score: Raw -2076894.061342 + Penalty 3156.997747 = -2073737.063596 nChanged 113 SP:Iteration 111Q (5905.295316 sec): 3 clusters Score: Raw -2076934.340794 + Penalty 3156.997747 = -2073777.343048 nChanged 89 SP:Iteration 112Q (5905.362946 sec): 3 clusters Score: Raw -2076967.607580 + Penalty 3156.997747 = -2073810.609833 nChanged 79 SP:Iteration 113Q (5905.440247 sec): 3 clusters Score: Raw -2076992.403518 + Penalty 3156.997747 = -2073835.405771 nChanged 62 SP:Iteration 114Q (5905.512939 sec): 3 clusters Score: Raw -2077010.730177 + Penalty 3156.997747 = -2073853.732430 nChanged 53 SP:Iteration 115Q (5905.579789 sec): 3 clusters Score: Raw -2077025.007249 + Penalty 3156.997747 = -2073868.009502 nChanged 32 SP:Iteration 116Q (5905.642645 sec): 3 clusters Score: Raw -2077032.220212 + Penalty 3156.997747 = -2073875.222465 nChanged 25 SP:Iteration 117Q (5905.719730 sec): 3 clusters Score: Raw -2077037.082370 + Penalty 3156.997747 = -2073880.084623 nChanged 19 SP:Iteration 118Q (5905.781871 sec): 3 clusters Score: Raw -2077040.932290 + Penalty 3156.997747 = -2073883.934544 nChanged 16 SP:Iteration 119Q (5905.844455 sec): 3 clusters Score: Raw -2077044.369648 + Penalty 3156.997747 = -2073887.371902 nChanged 18 SP:Iteration 120F (5905.901148 sec): 3 clusters Score: Raw -2077047.420678 + Penalty 3156.997747 = -2073890.422932 nChanged 10 SP:Iteration 121Q (5905.970747 sec): 3 clusters Score: Raw -2077048.928162 + Penalty 3156.997747 = -2073891.930416 nChanged 8 SP:Iteration 122Q (5906.033594 sec): 3 clusters Score: Raw -2077050.506438 + Penalty 3156.997747 = -2073893.508692 nChanged 10 SP:Iteration 123Q (5906.107311 sec): 3 clusters Score: Raw -2077052.430632 + Penalty 3156.997747 = -2073895.432885 nChanged 13 SP:Iteration 124Q (5906.183111 sec): 3 clusters Score: Raw -2077055.601991 + Penalty 3156.997747 = -2073898.604244 nChanged 19 SP:Iteration 125Q (5906.245708 sec): 3 clusters Score: Raw -2077058.431686 + Penalty 3156.997747 = -2073901.433939 nChanged 16 SP:Iteration 126Q (5906.313809 sec): 3 clusters Score: Raw -2077061.766678 + Penalty 3156.997747 = -2073904.768932 nChanged 13 SP:Iteration 127Q (5906.374443 sec): 3 clusters Score: Raw -2077063.749362 + Penalty 3156.997747 = -2073906.751616 nChanged 12 SP:Iteration 128Q (5906.446851 sec): 3 clusters Score: Raw -2077065.203695 + Penalty 3156.997747 = -2073908.205948 nChanged 7 SP:Iteration 129Q (5906.514214 sec): 3 clusters Score: Raw -2077066.512769 + Penalty 3156.997747 = -2073909.515023 nChanged 10 SP:Iteration 130Q (5906.587173 sec): 3 clusters Score: Raw -2077068.446721 + Penalty 3156.997747 = -2073911.448974 nChanged 10 SP:Iteration 131Q (5906.652972 sec): 3 clusters Score: Raw -2077070.270766 + Penalty 3156.997747 = -2073913.273019 nChanged 8 SP:Iteration 132Q (5906.705485 sec): 3 clusters Score: Raw -2077071.398583 + Penalty 3156.997747 = -2073914.400836 nChanged 6 SP:Iteration 133Q (5906.780365 sec): 3 clusters Score: Raw -2077072.344452 + Penalty 3156.997747 = -2073915.346705 nChanged 6 SP:Iteration 134Q (5906.840267 sec): 3 clusters Score: Raw -2077073.215178 + Penalty 3156.997747 = -2073916.217431 nChanged 5 SP:Iteration 135Q (5906.898218 sec): 3 clusters Score: Raw -2077074.025177 + Penalty 3156.997747 = -2073917.027430 nChanged 7 SP:Iteration 136Q (5906.978077 sec): 3 clusters Score: Raw -2077075.199468 + Penalty 3156.997747 = -2073918.201721 nChanged 9 SP:Iteration 137Q (5907.038994 sec): 3 clusters Score: Raw -2077076.990593 + Penalty 3156.997747 = -2073919.992847 nChanged 13 SP:Iteration 138Q (5907.111116 sec): 3 clusters Score: Raw -2077080.302621 + Penalty 3156.997747 = -2073923.304875 nChanged 18 SP:Iteration 139Q (5907.188710 sec): 3 clusters Score: Raw -2077083.902566 + Penalty 3156.997747 = -2073926.904820 nChanged 16 SP:Iteration 140F (5907.263527 sec): 3 clusters Score: Raw -2077087.322244 + Penalty 3156.997747 = -2073930.324497 nChanged 21 SP:Iteration 141Q (5907.326683 sec): 3 clusters Score: Raw -2077093.628070 + Penalty 3156.997747 = -2073936.630324 nChanged 26 SP:Iteration 142Q (5907.377645 sec): 3 clusters Score: Raw -2077100.302243 + Penalty 3156.997747 = -2073943.304497 nChanged 19 SP:Iteration 143Q (5907.435090 sec): 3 clusters Score: Raw -2077105.214861 + Penalty 3156.997747 = -2073948.217115 nChanged 15 SP:Iteration 144Q (5907.505209 sec): 3 clusters Score: Raw -2077108.454639 + Penalty 3156.997747 = -2073951.456892 nChanged 14 SP:Iteration 145Q (5907.560911 sec): 3 clusters Score: Raw -2077110.856003 + Penalty 3156.997747 = -2073953.858256 nChanged 8 SP:Iteration 146Q (5907.637705 sec): 3 clusters Score: Raw -2077112.598639 + Penalty 3156.997747 = -2073955.600893 nChanged 8 SP:Iteration 147Q (5907.697858 sec): 3 clusters Score: Raw -2077113.959664 + Penalty 3156.997747 = -2073956.961918 nChanged 8 SP:Iteration 148Q (5907.770609 sec): 3 clusters Score: Raw -2077115.371560 + Penalty 3156.997747 = -2073958.373814 nChanged 2 SP:Iteration 149Q (5907.834120 sec): 3 clusters Score: Raw -2077115.775091 + Penalty 3156.997747 = -2073958.777344 nChanged 3 SP:Iteration 150Q (5907.902805 sec): 3 clusters Score: Raw -2077116.292471 + Penalty 3156.997747 = -2073959.294724 nChanged 2 SP:Iteration 151Q (5907.968562 sec): 3 clusters Score: Raw -2077116.464183 + Penalty 3156.997747 = -2073959.466436 nChanged 0 SP:Iteration 152F (5908.040340 sec): 3 clusters Score: Raw -2077116.464183 + Penalty 3156.997747 = -2073959.466436 nChanged 0 Trying to split cluster 20 (13071 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5908.082663 sec): 2 clusters Score: Raw -1505320.784250 + Penalty 1540.199589 = -1503780.584661 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5908.151025 sec): 3 clusters Score: Raw -1497875.664845 + Penalty 3080.399177 = -1494795.265668 nChanged 5785 SP:Iteration 1F (5908.219736 sec): 3 clusters Score: Raw -1501781.856800 + Penalty 3080.399177 = -1498701.457623 nChanged 1128 SP:Iteration 2F (5908.283703 sec): 3 clusters Score: Raw -1502658.534720 + Penalty 3080.399177 = -1499578.135543 nChanged 1024 SP:Iteration 3F (5908.347794 sec): 3 clusters Score: Raw -1503357.800754 + Penalty 3080.399177 = -1500277.401577 nChanged 858 SP:Iteration 4F (5908.417063 sec): 3 clusters Score: Raw -1503866.258420 + Penalty 3080.399177 = -1500785.859243 nChanged 695 SP:Iteration 5F (5908.485376 sec): 3 clusters Score: Raw -1504251.011253 + Penalty 3080.399177 = -1501170.612075 nChanged 570 SP:Iteration 6Q (5908.551876 sec): 3 clusters Score: Raw -1504549.073799 + Penalty 3080.399177 = -1501468.674622 nChanged 519 SP:Iteration 7Q (5908.628570 sec): 3 clusters Score: Raw -1504829.527135 + Penalty 3080.399177 = -1501749.127958 nChanged 508 SP:Iteration 8Q (5908.695991 sec): 3 clusters Score: Raw -1505109.592120 + Penalty 3080.399177 = -1502029.192942 nChanged 499 SP:Iteration 9Q (5908.757760 sec): 3 clusters Score: Raw -1505370.510587 + Penalty 3080.399177 = -1502290.111410 nChanged 461 SP:Iteration 10Q (5908.833520 sec): 3 clusters Score: Raw -1505615.893729 + Penalty 3080.399177 = -1502535.494552 nChanged 438 SP:Iteration 11Q (5908.898698 sec): 3 clusters Score: Raw -1505867.802182 + Penalty 3080.399177 = -1502787.403005 nChanged 394 SP:Iteration 12Q (5908.976121 sec): 3 clusters Score: Raw -1506104.570751 + Penalty 3080.399177 = -1503024.171573 nChanged 379 SP:Iteration 13Q (5909.045705 sec): 3 clusters Score: Raw -1506339.902819 + Penalty 3080.399177 = -1503259.503641 nChanged 345 SP:Iteration 14Q (5909.107131 sec): 3 clusters Score: Raw -1506569.583743 + Penalty 3080.399177 = -1503489.184566 nChanged 267 SP:Iteration 15Q (5909.182821 sec): 3 clusters Score: Raw -1506741.169960 + Penalty 3080.399177 = -1503660.770783 nChanged 219 SP:Iteration 16Q (5909.248749 sec): 3 clusters Score: Raw -1506878.669943 + Penalty 3080.399177 = -1503798.270765 nChanged 166 SP:Iteration 17Q (5909.319875 sec): 3 clusters Score: Raw -1506983.873177 + Penalty 3080.399177 = -1503903.474000 nChanged 139 SP:Iteration 18Q (5909.383390 sec): 3 clusters Score: Raw -1507057.061107 + Penalty 3080.399177 = -1503976.661929 nChanged 94 SP:Iteration 19Q (5909.449894 sec): 3 clusters Score: Raw -1507103.770783 + Penalty 3080.399177 = -1504023.371606 nChanged 87 SP:Iteration 20F (5909.509473 sec): 3 clusters Score: Raw -1507157.879545 + Penalty 3080.399177 = -1504077.480367 nChanged 56 SP:Iteration 21Q (5909.591099 sec): 3 clusters Score: Raw -1507186.923482 + Penalty 3080.399177 = -1504106.524304 nChanged 48 SP:Iteration 22Q (5909.661790 sec): 3 clusters Score: Raw -1507206.828849 + Penalty 3080.399177 = -1504126.429671 nChanged 35 SP:Iteration 23Q (5909.731471 sec): 3 clusters Score: Raw -1507220.999751 + Penalty 3080.399177 = -1504140.600573 nChanged 26 SP:Iteration 24Q (5909.801045 sec): 3 clusters Score: Raw -1507230.212605 + Penalty 3080.399177 = -1504149.813428 nChanged 17 SP:Iteration 25Q (5909.860892 sec): 3 clusters Score: Raw -1507236.280127 + Penalty 3080.399177 = -1504155.880949 nChanged 14 SP:Iteration 26Q (5909.933986 sec): 3 clusters Score: Raw -1507240.108987 + Penalty 3080.399177 = -1504159.709810 nChanged 12 SP:Iteration 27Q (5909.999189 sec): 3 clusters Score: Raw -1507244.964578 + Penalty 3080.399177 = -1504164.565400 nChanged 15 SP:Iteration 28Q (5910.061581 sec): 3 clusters Score: Raw -1507250.372902 + Penalty 3080.399177 = -1504169.973725 nChanged 7 SP:Iteration 29Q (5910.139267 sec): 3 clusters Score: Raw -1507252.288135 + Penalty 3080.399177 = -1504171.888958 nChanged 1 SP:Iteration 30Q (5910.199102 sec): 3 clusters Score: Raw -1507252.770549 + Penalty 3080.399177 = -1504172.371372 nChanged 6 SP:Iteration 31Q (5910.271680 sec): 3 clusters Score: Raw -1507254.316028 + Penalty 3080.399177 = -1504173.916850 nChanged 8 SP:Iteration 32Q (5910.323493 sec): 3 clusters Score: Raw -1507257.226914 + Penalty 3080.399177 = -1504176.827736 nChanged 12 SP:Iteration 33Q (5910.399654 sec): 3 clusters Score: Raw -1507259.670162 + Penalty 3080.399177 = -1504179.270985 nChanged 4 SP:Iteration 34Q (5910.456191 sec): 3 clusters Score: Raw -1507260.320257 + Penalty 3080.399177 = -1504179.921079 nChanged 4 SP:Iteration 35Q (5910.529259 sec): 3 clusters Score: Raw -1507260.964695 + Penalty 3080.399177 = -1504180.565518 nChanged 0 SP:Iteration 36F (5910.593045 sec): 3 clusters Score: Raw -1507260.964695 + Penalty 3080.399177 = -1504180.565518 nChanged 0 Score: Raw -99946136.566801 + Penalty 68289.204956 = -99877847.361845 Splitting cluster 20 changes total score from -99878110.058979 to -99877847.361845 So it's not getting split. Trying to split cluster 21 (2125 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5924.795504 sec): 2 clusters Score: Raw -292635.980827 + Penalty 1244.998151 = -291390.982676 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5924.846061 sec): 3 clusters Score: Raw -291696.366849 + Penalty 2489.996301 = -289206.370547 nChanged 743 SP:Iteration 1F (5924.888561 sec): 3 clusters Score: Raw -292130.789585 + Penalty 2489.996301 = -289640.793283 nChanged 172 SP:Iteration 2F (5924.931375 sec): 3 clusters Score: Raw -292277.486159 + Penalty 2489.996301 = -289787.489858 nChanged 129 SP:Iteration 3F (5924.982294 sec): 3 clusters Score: Raw -292399.475073 + Penalty 2489.996301 = -289909.478771 nChanged 120 SP:Iteration 4F (5925.031548 sec): 3 clusters Score: Raw -292514.122278 + Penalty 2489.996301 = -290024.125976 nChanged 102 SP:Iteration 5Q (5925.082272 sec): 3 clusters Score: Raw -292618.426381 + Penalty 2489.996301 = -290128.430080 nChanged 97 SP:Iteration 6Q (5925.135623 sec): 3 clusters Score: Raw -292706.522466 + Penalty 2489.996301 = -290216.526165 nChanged 85 SP:Iteration 7Q (5925.188041 sec): 3 clusters Score: Raw -292785.783299 + Penalty 2489.996301 = -290295.786998 nChanged 69 SP:Iteration 8Q (5925.234181 sec): 3 clusters Score: Raw -292856.785792 + Penalty 2489.996301 = -290366.789490 nChanged 55 SP:Iteration 9Q (5925.286808 sec): 3 clusters Score: Raw -292906.880275 + Penalty 2489.996301 = -290416.883973 nChanged 52 SP:Iteration 10Q (5925.320998 sec): 3 clusters Score: Raw -292963.378360 + Penalty 2489.996301 = -290473.382058 nChanged 36 SP:Iteration 11Q (5925.361896 sec): 3 clusters Score: Raw -292999.444804 + Penalty 2489.996301 = -290509.448503 nChanged 40 SP:Iteration 12Q (5925.409244 sec): 3 clusters Score: Raw -293039.461388 + Penalty 2489.996301 = -290549.465086 nChanged 34 SP:Iteration 13Q (5925.455691 sec): 3 clusters Score: Raw -293076.214933 + Penalty 2489.996301 = -290586.218632 nChanged 36 SP:Iteration 14Q (5925.500041 sec): 3 clusters Score: Raw -293109.608686 + Penalty 2489.996301 = -290619.612384 nChanged 29 SP:Iteration 15Q (5925.549235 sec): 3 clusters Score: Raw -293138.253701 + Penalty 2489.996301 = -290648.257400 nChanged 17 SP:Iteration 16Q (5925.594719 sec): 3 clusters Score: Raw -293154.212918 + Penalty 2489.996301 = -290664.216617 nChanged 16 SP:Iteration 17Q (5925.639755 sec): 3 clusters Score: Raw -293166.808276 + Penalty 2489.996301 = -290676.811975 nChanged 7 SP:Iteration 18Q (5925.685003 sec): 3 clusters Score: Raw -293172.030065 + Penalty 2489.996301 = -290682.033764 nChanged 4 SP:Iteration 19Q (5925.731696 sec): 3 clusters Score: Raw -293174.788093 + Penalty 2489.996301 = -290684.791791 nChanged 3 SP:Iteration 20F (5925.786151 sec): 3 clusters Score: Raw -293177.857318 + Penalty 2489.996301 = -290687.861017 nChanged 2 SP:Iteration 21Q (5925.833304 sec): 3 clusters Score: Raw -293178.951393 + Penalty 2489.996301 = -290688.955092 nChanged 3 SP:Iteration 22Q (5925.870078 sec): 3 clusters Score: Raw -293181.137314 + Penalty 2489.996301 = -290691.141012 nChanged 3 SP:Iteration 23Q (5925.907878 sec): 3 clusters Score: Raw -293182.763232 + Penalty 2489.996301 = -290692.766930 nChanged 2 SP:Iteration 24Q (5925.948109 sec): 3 clusters Score: Raw -293183.591065 + Penalty 2489.996301 = -290693.594764 nChanged 2 SP:Iteration 25Q (5925.988433 sec): 3 clusters Score: Raw -293185.557815 + Penalty 2489.996301 = -290695.561513 nChanged 2 SP:Iteration 26Q (5926.043450 sec): 3 clusters Score: Raw -293186.486655 + Penalty 2489.996301 = -290696.490353 nChanged 0 SP:Iteration 27F (5926.074805 sec): 3 clusters Score: Raw -293186.486655 + Penalty 2489.996301 = -290696.490353 nChanged 0 Trying to split cluster 22 (14941 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5926.113991 sec): 2 clusters Score: Raw -1994965.227411 + Penalty 1561.927964 = -1993403.299448 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5926.182096 sec): 3 clusters Score: Raw -1986239.161859 + Penalty 3123.855927 = -1983115.305932 nChanged 6662 SP:Iteration 1F (5926.256956 sec): 3 clusters Score: Raw -1989953.680497 + Penalty 3123.855927 = -1986829.824570 nChanged 977 SP:Iteration 2F (5926.328207 sec): 3 clusters Score: Raw -1990463.264224 + Penalty 3123.855927 = -1987339.408297 nChanged 928 SP:Iteration 3F (5926.393910 sec): 3 clusters Score: Raw -1990922.649009 + Penalty 3123.855927 = -1987798.793082 nChanged 832 SP:Iteration 4F (5926.475883 sec): 3 clusters Score: Raw -1991346.678437 + Penalty 3123.855927 = -1988222.822510 nChanged 753 SP:Iteration 5F (5926.550261 sec): 3 clusters Score: Raw -1991759.611434 + Penalty 3123.855927 = -1988635.755507 nChanged 765 SP:Iteration 6F (5926.625087 sec): 3 clusters Score: Raw -1992177.912913 + Penalty 3123.855927 = -1989054.056986 nChanged 702 SP:Iteration 7Q (5926.701110 sec): 3 clusters Score: Raw -1992579.957940 + Penalty 3123.855927 = -1989456.102013 nChanged 703 SP:Iteration 8Q (5926.765528 sec): 3 clusters Score: Raw -1993011.024414 + Penalty 3123.855927 = -1989887.168487 nChanged 651 SP:Iteration 9Q (5926.841759 sec): 3 clusters Score: Raw -1993439.673872 + Penalty 3123.855927 = -1990315.817945 nChanged 598 SP:Iteration 10Q (5926.925524 sec): 3 clusters Score: Raw -1993849.576848 + Penalty 3123.855927 = -1990725.720921 nChanged 572 SP:Iteration 11Q (5926.998857 sec): 3 clusters Score: Raw -1994272.706048 + Penalty 3123.855927 = -1991148.850121 nChanged 465 SP:Iteration 12Q (5927.075454 sec): 3 clusters Score: Raw -1994591.184508 + Penalty 3123.855927 = -1991467.328581 nChanged 329 SP:Iteration 13Q (5927.138873 sec): 3 clusters Score: Raw -1994805.497429 + Penalty 3123.855927 = -1991681.641502 nChanged 228 SP:Iteration 14Q (5927.216206 sec): 3 clusters Score: Raw -1994942.831894 + Penalty 3123.855927 = -1991818.975967 nChanged 154 SP:Iteration 15Q (5927.284194 sec): 3 clusters Score: Raw -1995038.293876 + Penalty 3123.855927 = -1991914.437949 nChanged 126 SP:Iteration 16Q (5927.349218 sec): 3 clusters Score: Raw -1995119.567659 + Penalty 3123.855927 = -1991995.711732 nChanged 86 SP:Iteration 17Q (5927.411479 sec): 3 clusters Score: Raw -1995176.898982 + Penalty 3123.855927 = -1992053.043055 nChanged 51 SP:Iteration 18Q (5927.476213 sec): 3 clusters Score: Raw -1995206.181211 + Penalty 3123.855927 = -1992082.325284 nChanged 32 SP:Iteration 19Q (5927.545260 sec): 3 clusters Score: Raw -1995220.260291 + Penalty 3123.855927 = -1992096.404364 nChanged 17 SP:Iteration 20F (5927.623284 sec): 3 clusters Score: Raw -1995226.975976 + Penalty 3123.855927 = -1992103.120049 nChanged 14 SP:Iteration 21Q (5927.687712 sec): 3 clusters Score: Raw -1995232.870955 + Penalty 3123.855927 = -1992109.015028 nChanged 6 SP:Iteration 22Q (5927.746365 sec): 3 clusters Score: Raw -1995235.233235 + Penalty 3123.855927 = -1992111.377308 nChanged 7 SP:Iteration 23Q (5927.804823 sec): 3 clusters Score: Raw -1995237.441836 + Penalty 3123.855927 = -1992113.585909 nChanged 8 SP:Iteration 24Q (5927.864645 sec): 3 clusters Score: Raw -1995240.270295 + Penalty 3123.855927 = -1992116.414368 nChanged 9 SP:Iteration 25Q (5927.930324 sec): 3 clusters Score: Raw -1995244.740368 + Penalty 3123.855927 = -1992120.884441 nChanged 8 SP:Iteration 26Q (5927.997617 sec): 3 clusters Score: Raw -1995248.464756 + Penalty 3123.855927 = -1992124.608829 nChanged 6 SP:Iteration 27Q (5928.048491 sec): 3 clusters Score: Raw -1995250.408804 + Penalty 3123.855927 = -1992126.552877 nChanged 6 SP:Iteration 28Q (5928.115957 sec): 3 clusters Score: Raw -1995253.595221 + Penalty 3123.855927 = -1992129.739294 nChanged 5 SP:Iteration 29Q (5928.167466 sec): 3 clusters Score: Raw -1995256.555242 + Penalty 3123.855927 = -1992132.699315 nChanged 6 SP:Iteration 30Q (5928.226616 sec): 3 clusters Score: Raw -1995259.336217 + Penalty 3123.855927 = -1992135.480290 nChanged 1 SP:Iteration 31Q (5928.287365 sec): 3 clusters Score: Raw -1995259.638553 + Penalty 3123.855927 = -1992135.782626 nChanged 2 SP:Iteration 32Q (5928.354902 sec): 3 clusters Score: Raw -1995260.243477 + Penalty 3123.855927 = -1992136.387550 nChanged 2 SP:Iteration 33Q (5928.431961 sec): 3 clusters Score: Raw -1995261.518325 + Penalty 3123.855927 = -1992137.662397 nChanged 2 SP:Iteration 34Q (5928.502762 sec): 3 clusters Score: Raw -1995262.889201 + Penalty 3123.855927 = -1992139.033274 nChanged 0 SP:Iteration 35F (5928.563565 sec): 3 clusters Score: Raw -1995262.889201 + Penalty 3123.855927 = -1992139.033274 nChanged 0 Trying to split cluster 23 (108874 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5928.742413 sec): 2 clusters Score: Raw -14739110.851438 + Penalty 1884.666311 = -14737226.185127 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5928.955389 sec): 3 clusters Score: Raw -14668169.724328 + Penalty 3769.332622 = -14664400.391706 nChanged 52196 SP:Iteration 1F (5929.178609 sec): 3 clusters Score: Raw -14698363.369861 + Penalty 3769.332622 = -14694594.037239 nChanged 3727 SP:Iteration 2Q (5929.418195 sec): 3 clusters Score: Raw -14699397.154453 + Penalty 3769.332622 = -14695627.821831 nChanged 4040 SP:Iteration 3Q (5929.648139 sec): 3 clusters Score: Raw -14700719.997502 + Penalty 3769.332622 = -14696950.664880 nChanged 4436 SP:Iteration 4Q (5929.873870 sec): 3 clusters Score: Raw -14702536.793668 + Penalty 3769.332622 = -14698767.461046 nChanged 5236 SP:Iteration 5Q (5930.113234 sec): 3 clusters Score: Raw -14705240.649508 + Penalty 3769.332622 = -14701471.316886 nChanged 5997 SP:Iteration 6F (5930.344324 sec): 3 clusters Score: Raw -14708921.043497 + Penalty 3769.332622 = -14705151.710875 nChanged 6426 SP:Iteration 7F (5930.573736 sec): 3 clusters Score: Raw -14713639.568470 + Penalty 3769.332622 = -14709870.235848 nChanged 6514 SP:Iteration 8F (5930.785955 sec): 3 clusters Score: Raw -14718687.183933 + Penalty 3769.332622 = -14714917.851311 nChanged 5929 SP:Iteration 9F (5930.990057 sec): 3 clusters Score: Raw -14722792.228845 + Penalty 3769.332622 = -14719022.896223 nChanged 4649 SP:Iteration 10Q (5931.207473 sec): 3 clusters Score: Raw -14725486.432875 + Penalty 3769.332622 = -14721717.100253 nChanged 3544 SP:Iteration 11Q (5931.419396 sec): 3 clusters Score: Raw -14727227.777339 + Penalty 3769.332622 = -14723458.444717 nChanged 2768 SP:Iteration 12Q (5931.645761 sec): 3 clusters Score: Raw -14728481.294330 + Penalty 3769.332622 = -14724711.961708 nChanged 2405 SP:Iteration 13Q (5931.856430 sec): 3 clusters Score: Raw -14729561.694845 + Penalty 3769.332622 = -14725792.362223 nChanged 2223 SP:Iteration 14Q (5932.071573 sec): 3 clusters Score: Raw -14730586.497150 + Penalty 3769.332622 = -14726817.164528 nChanged 2151 SP:Iteration 15Q (5932.280304 sec): 3 clusters Score: Raw -14731620.663848 + Penalty 3769.332622 = -14727851.331226 nChanged 2056 SP:Iteration 16Q (5932.488383 sec): 3 clusters Score: Raw -14732669.975750 + Penalty 3769.332622 = -14728900.643128 nChanged 1945 SP:Iteration 17Q (5932.693205 sec): 3 clusters Score: Raw -14733684.262435 + Penalty 3769.332622 = -14729914.929813 nChanged 1827 SP:Iteration 18Q (5932.897827 sec): 3 clusters Score: Raw -14734670.804010 + Penalty 3769.332622 = -14730901.471388 nChanged 1651 SP:Iteration 19Q (5933.101223 sec): 3 clusters Score: Raw -14735566.757987 + Penalty 3769.332622 = -14731797.425365 nChanged 1487 SP:Iteration 20F (5933.302567 sec): 3 clusters Score: Raw -14736381.265721 + Penalty 3769.332622 = -14732611.933099 nChanged 1286 SP:Iteration 21Q (5933.477091 sec): 3 clusters Score: Raw -14737115.606859 + Penalty 3769.332622 = -14733346.274237 nChanged 1119 SP:Iteration 22Q (5933.662166 sec): 3 clusters Score: Raw -14737739.617098 + Penalty 3769.332622 = -14733970.284476 nChanged 875 SP:Iteration 23Q (5933.868202 sec): 3 clusters Score: Raw -14738219.252483 + Penalty 3769.332622 = -14734449.919861 nChanged 650 SP:Iteration 24Q (5934.055467 sec): 3 clusters Score: Raw -14738565.014623 + Penalty 3769.332622 = -14734795.682001 nChanged 454 SP:Iteration 25Q (5934.245291 sec): 3 clusters Score: Raw -14738803.930552 + Penalty 3769.332622 = -14735034.597930 nChanged 366 SP:Iteration 26Q (5934.439743 sec): 3 clusters Score: Raw -14738996.004167 + Penalty 3769.332622 = -14735226.671545 nChanged 257 SP:Iteration 27Q (5934.618183 sec): 3 clusters Score: Raw -14739106.865140 + Penalty 3769.332622 = -14735337.532518 nChanged 197 SP:Iteration 28Q (5934.803646 sec): 3 clusters Score: Raw -14739196.272987 + Penalty 3769.332622 = -14735426.940365 nChanged 139 SP:Iteration 29Q (5934.975989 sec): 3 clusters Score: Raw -14739251.317913 + Penalty 3769.332622 = -14735481.985291 nChanged 105 SP:Iteration 30Q (5935.141217 sec): 3 clusters Score: Raw -14739287.151189 + Penalty 3769.332622 = -14735517.818567 nChanged 82 SP:Iteration 31Q (5935.324011 sec): 3 clusters Score: Raw -14739315.996405 + Penalty 3769.332622 = -14735546.663783 nChanged 60 SP:Iteration 32Q (5935.495657 sec): 3 clusters Score: Raw -14739335.750199 + Penalty 3769.332622 = -14735566.417577 nChanged 44 SP:Iteration 33Q (5935.678631 sec): 3 clusters Score: Raw -14739350.922764 + Penalty 3769.332622 = -14735581.590142 nChanged 52 SP:Iteration 34Q (5935.863662 sec): 3 clusters Score: Raw -14739370.870555 + Penalty 3769.332622 = -14735601.537933 nChanged 42 SP:Iteration 35Q (5936.047141 sec): 3 clusters Score: Raw -14739384.179457 + Penalty 3769.332622 = -14735614.846835 nChanged 35 SP:Iteration 36Q (5936.207757 sec): 3 clusters Score: Raw -14739397.770734 + Penalty 3769.332622 = -14735628.438112 nChanged 33 SP:Iteration 37Q (5936.367382 sec): 3 clusters Score: Raw -14739413.562993 + Penalty 3769.332622 = -14735644.230371 nChanged 36 SP:Iteration 38Q (5936.541499 sec): 3 clusters Score: Raw -14739426.133841 + Penalty 3769.332622 = -14735656.801219 nChanged 28 SP:Iteration 39Q (5936.724114 sec): 3 clusters Score: Raw -14739436.886385 + Penalty 3769.332622 = -14735667.553763 nChanged 29 SP:Iteration 40F (5936.940192 sec): 3 clusters Score: Raw -14739445.819933 + Penalty 3769.332622 = -14735676.487311 nChanged 26 SP:Iteration 41Q (5937.119351 sec): 3 clusters Score: Raw -14739453.103629 + Penalty 3769.332622 = -14735683.771007 nChanged 18 SP:Iteration 42Q (5937.305309 sec): 3 clusters Score: Raw -14739457.643485 + Penalty 3769.332622 = -14735688.310863 nChanged 8 SP:Iteration 43Q (5937.493325 sec): 3 clusters Score: Raw -14739460.355686 + Penalty 3769.332622 = -14735691.023063 nChanged 8 SP:Iteration 44Q (5937.660065 sec): 3 clusters Score: Raw -14739463.048597 + Penalty 3769.332622 = -14735693.715975 nChanged 5 SP:Iteration 45Q (5937.824765 sec): 3 clusters Score: Raw -14739464.161869 + Penalty 3769.332622 = -14735694.829247 nChanged 3 SP:Iteration 46Q (5938.000239 sec): 3 clusters Score: Raw -14739465.160204 + Penalty 3769.332622 = -14735695.827582 nChanged 2 SP:Iteration 47Q (5938.191084 sec): 3 clusters Score: Raw -14739465.797291 + Penalty 3769.332622 = -14735696.464669 nChanged 4 SP:Iteration 48Q (5938.373620 sec): 3 clusters Score: Raw -14739467.055176 + Penalty 3769.332622 = -14735697.722554 nChanged 2 SP:Iteration 49Q (5938.556946 sec): 3 clusters Score: Raw -14739467.460138 + Penalty 3769.332622 = -14735698.127516 nChanged 0 SP:Iteration 50F (5938.784506 sec): 3 clusters Score: Raw -14739467.460138 + Penalty 3769.332622 = -14735698.127516 nChanged 0 Trying to split cluster 24 (912 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5938.809213 sec): 2 clusters Score: Raw -113253.466759 + Penalty 1107.541498 = -112145.925261 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5938.856146 sec): 3 clusters Score: Raw -113035.314887 + Penalty 2215.082997 = -110820.231890 nChanged 285 SP:Iteration 1F (5938.911515 sec): 3 clusters Score: Raw -113381.364442 + Penalty 2215.082997 = -111166.281446 nChanged 81 SP:Iteration 2F (5938.960384 sec): 3 clusters Score: Raw -113493.320301 + Penalty 2215.082997 = -111278.237305 nChanged 48 SP:Iteration 3F (5938.998496 sec): 3 clusters Score: Raw -113574.151445 + Penalty 2215.082997 = -111359.068448 nChanged 49 SP:Iteration 4F (5939.053264 sec): 3 clusters Score: Raw -113758.389074 + Penalty 2215.082997 = -111543.306077 nChanged 53 SP:Iteration 5F (5939.106836 sec): 3 clusters Score: Raw -113899.143307 + Penalty 2215.082997 = -111684.060310 nChanged 45 SP:Iteration 6Q (5939.155188 sec): 3 clusters Score: Raw -113992.868980 + Penalty 2215.082997 = -111777.785983 nChanged 25 SP:Iteration 7Q (5939.195202 sec): 3 clusters Score: Raw -114052.265618 + Penalty 2215.082997 = -111837.182621 nChanged 20 SP:Iteration 8Q (5939.235665 sec): 3 clusters Score: Raw -114121.483405 + Penalty 2215.082997 = -111906.400408 nChanged 11 SP:Iteration 9Q (5939.274969 sec): 3 clusters Score: Raw -114159.400329 + Penalty 2215.082997 = -111944.317332 nChanged 14 SP:Iteration 10Q (5939.312550 sec): 3 clusters Score: Raw -114194.493930 + Penalty 2215.082997 = -111979.410933 nChanged 10 SP:Iteration 11Q (5939.350058 sec): 3 clusters Score: Raw -114211.813199 + Penalty 2215.082997 = -111996.730203 nChanged 8 SP:Iteration 12Q (5939.387838 sec): 3 clusters Score: Raw -114225.715074 + Penalty 2215.082997 = -112010.632077 nChanged 4 SP:Iteration 13Q (5939.416448 sec): 3 clusters Score: Raw -114230.039912 + Penalty 2215.082997 = -112014.956915 nChanged 2 SP:Iteration 14Q (5939.452450 sec): 3 clusters Score: Raw -114232.161629 + Penalty 2215.082997 = -112017.078633 nChanged 0 SP:Iteration 15F (5939.487110 sec): 3 clusters Score: Raw -114232.161629 + Penalty 2215.082997 = -112017.078633 nChanged 0 Trying to split cluster 25 (35126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5939.564601 sec): 2 clusters Score: Raw -4636398.255418 + Penalty 1700.838242 = -4634697.417176 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5939.655282 sec): 3 clusters Score: Raw -4614550.956301 + Penalty 3401.676485 = -4611149.279816 nChanged 16218 SP:Iteration 1F (5939.752471 sec): 3 clusters Score: Raw -4623948.872220 + Penalty 3401.676485 = -4620547.195735 nChanged 1975 SP:Iteration 2F (5939.861379 sec): 3 clusters Score: Raw -4624853.324345 + Penalty 3401.676485 = -4621451.647860 nChanged 2193 SP:Iteration 3F (5939.951925 sec): 3 clusters Score: Raw -4626035.793526 + Penalty 3401.676485 = -4622634.117041 nChanged 2428 SP:Iteration 4F (5940.056604 sec): 3 clusters Score: Raw -4627641.710607 + Penalty 3401.676485 = -4624240.034122 nChanged 2593 SP:Iteration 5F (5940.148820 sec): 3 clusters Score: Raw -4629594.804751 + Penalty 3401.676485 = -4626193.128267 nChanged 2435 SP:Iteration 6F (5940.249306 sec): 3 clusters Score: Raw -4631672.513789 + Penalty 3401.676485 = -4628270.837305 nChanged 1988 SP:Iteration 7F (5940.351326 sec): 3 clusters Score: Raw -4633576.614045 + Penalty 3401.676485 = -4630174.937560 nChanged 1528 SP:Iteration 8Q (5940.451476 sec): 3 clusters Score: Raw -4634957.848328 + Penalty 3401.676485 = -4631556.171843 nChanged 1095 SP:Iteration 9Q (5940.555942 sec): 3 clusters Score: Raw -4635771.981744 + Penalty 3401.676485 = -4632370.305259 nChanged 721 SP:Iteration 10Q (5940.661243 sec): 3 clusters Score: Raw -4636290.907213 + Penalty 3401.676485 = -4632889.230728 nChanged 493 SP:Iteration 11Q (5940.753819 sec): 3 clusters Score: Raw -4636685.066848 + Penalty 3401.676485 = -4633283.390363 nChanged 445 SP:Iteration 12Q (5940.859386 sec): 3 clusters Score: Raw -4636974.085697 + Penalty 3401.676485 = -4633572.409212 nChanged 352 SP:Iteration 13Q (5940.948620 sec): 3 clusters Score: Raw -4637130.663933 + Penalty 3401.676485 = -4633728.987449 nChanged 275 SP:Iteration 14Q (5941.047253 sec): 3 clusters Score: Raw -4637217.679675 + Penalty 3401.676485 = -4633816.003191 nChanged 211 SP:Iteration 15Q (5941.154553 sec): 3 clusters Score: Raw -4637266.134118 + Penalty 3401.676485 = -4633864.457633 nChanged 155 SP:Iteration 16Q (5941.248381 sec): 3 clusters Score: Raw -4637291.851643 + Penalty 3401.676485 = -4633890.175158 nChanged 121 SP:Iteration 17Q (5941.339934 sec): 3 clusters Score: Raw -4637309.229251 + Penalty 3401.676485 = -4633907.552767 nChanged 81 SP:Iteration 18Q (5941.430714 sec): 3 clusters Score: Raw -4637317.989927 + Penalty 3401.676485 = -4633916.313442 nChanged 54 SP:Iteration 19Q (5941.522417 sec): 3 clusters Score: Raw -4637322.722843 + Penalty 3401.676485 = -4633921.046358 nChanged 42 SP:Iteration 20F (5941.617369 sec): 3 clusters Score: Raw -4637325.364154 + Penalty 3401.676485 = -4633923.687670 nChanged 27 SP:Iteration 21Q (5941.701191 sec): 3 clusters Score: Raw -4637326.814326 + Penalty 3401.676485 = -4633925.137842 nChanged 22 SP:Iteration 22Q (5941.784811 sec): 3 clusters Score: Raw -4637328.122378 + Penalty 3401.676485 = -4633926.445894 nChanged 18 SP:Iteration 23Q (5941.873403 sec): 3 clusters Score: Raw -4637329.309647 + Penalty 3401.676485 = -4633927.633162 nChanged 14 SP:Iteration 24Q (5941.970289 sec): 3 clusters Score: Raw -4637329.889727 + Penalty 3401.676485 = -4633928.213242 nChanged 12 SP:Iteration 25Q (5942.078394 sec): 3 clusters Score: Raw -4637330.597989 + Penalty 3401.676485 = -4633928.921504 nChanged 16 SP:Iteration 26Q (5942.175636 sec): 3 clusters Score: Raw -4637331.798135 + Penalty 3401.676485 = -4633930.121650 nChanged 16 SP:Iteration 27Q (5942.276432 sec): 3 clusters Score: Raw -4637333.015621 + Penalty 3401.676485 = -4633931.339136 nChanged 13 SP:Iteration 28Q (5942.378192 sec): 3 clusters Score: Raw -4637333.734914 + Penalty 3401.676485 = -4633932.058429 nChanged 14 SP:Iteration 29Q (5942.478761 sec): 3 clusters Score: Raw -4637334.688141 + Penalty 3401.676485 = -4633933.011656 nChanged 15 SP:Iteration 30Q (5942.574570 sec): 3 clusters Score: Raw -4637335.853733 + Penalty 3401.676485 = -4633934.177248 nChanged 4 SP:Iteration 31Q (5942.677259 sec): 3 clusters Score: Raw -4637336.067868 + Penalty 3401.676485 = -4633934.391383 nChanged 4 SP:Iteration 32Q (5942.773838 sec): 3 clusters Score: Raw -4637336.239475 + Penalty 3401.676485 = -4633934.562990 nChanged 6 SP:Iteration 33Q (5942.880378 sec): 3 clusters Score: Raw -4637336.602836 + Penalty 3401.676485 = -4633934.926351 nChanged 8 SP:Iteration 34Q (5942.976372 sec): 3 clusters Score: Raw -4637337.150866 + Penalty 3401.676485 = -4633935.474381 nChanged 7 SP:Iteration 35Q (5943.075379 sec): 3 clusters Score: Raw -4637337.546801 + Penalty 3401.676485 = -4633935.870316 nChanged 8 SP:Iteration 36Q (5943.172768 sec): 3 clusters Score: Raw -4637337.952742 + Penalty 3401.676485 = -4633936.276257 nChanged 7 SP:Iteration 37Q (5943.268773 sec): 3 clusters Score: Raw -4637338.253946 + Penalty 3401.676485 = -4633936.577461 nChanged 4 SP:Iteration 38Q (5943.360038 sec): 3 clusters Score: Raw -4637338.367948 + Penalty 3401.676485 = -4633936.691463 nChanged 2 SP:Iteration 39Q (5943.451961 sec): 3 clusters Score: Raw -4637338.412130 + Penalty 3401.676485 = -4633936.735645 nChanged 1 SP:Iteration 40F (5943.549453 sec): 3 clusters Score: Raw -4637338.426647 + Penalty 3401.676485 = -4633936.750162 nChanged 1 SP:Iteration 41Q (5943.640515 sec): 3 clusters Score: Raw -4637338.458864 + Penalty 3401.676485 = -4633936.782380 nChanged 0 SP:Iteration 42F (5943.734109 sec): 3 clusters Score: Raw -4637338.458864 + Penalty 3401.676485 = -4633936.782380 nChanged 0 Trying to split cluster 26 (5041 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5943.765179 sec): 2 clusters Score: Raw -681627.217761 + Penalty 1385.370960 = -680241.846801 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5943.813579 sec): 3 clusters Score: Raw -678986.977342 + Penalty 2770.741920 = -676216.235422 nChanged 2057 SP:Iteration 1F (5943.875563 sec): 3 clusters Score: Raw -680107.596173 + Penalty 2770.741920 = -677336.854253 nChanged 358 SP:Iteration 2F (5943.929308 sec): 3 clusters Score: Raw -680300.215984 + Penalty 2770.741920 = -677529.474064 nChanged 253 SP:Iteration 3F (5943.981202 sec): 3 clusters Score: Raw -680427.973795 + Penalty 2770.741920 = -677657.231875 nChanged 217 SP:Iteration 4Q (5944.022834 sec): 3 clusters Score: Raw -680537.032443 + Penalty 2770.741920 = -677766.290523 nChanged 181 SP:Iteration 5Q (5944.085406 sec): 3 clusters Score: Raw -680623.916481 + Penalty 2770.741920 = -677853.174561 nChanged 161 SP:Iteration 6Q (5944.137157 sec): 3 clusters Score: Raw -680690.567645 + Penalty 2770.741920 = -677919.825725 nChanged 130 SP:Iteration 7Q (5944.178475 sec): 3 clusters Score: Raw -680750.885013 + Penalty 2770.741920 = -677980.143093 nChanged 131 SP:Iteration 8Q (5944.236972 sec): 3 clusters Score: Raw -680822.254664 + Penalty 2770.741920 = -678051.512744 nChanged 141 SP:Iteration 9Q (5944.289138 sec): 3 clusters Score: Raw -680903.609368 + Penalty 2770.741920 = -678132.867448 nChanged 163 SP:Iteration 10Q (5944.343502 sec): 3 clusters Score: Raw -681002.933069 + Penalty 2770.741920 = -678232.191149 nChanged 168 SP:Iteration 11Q (5944.391280 sec): 3 clusters Score: Raw -681102.503842 + Penalty 2770.741920 = -678331.761921 nChanged 154 SP:Iteration 12Q (5944.448850 sec): 3 clusters Score: Raw -681181.232161 + Penalty 2770.741920 = -678410.490241 nChanged 134 SP:Iteration 13Q (5944.508157 sec): 3 clusters Score: Raw -681255.568748 + Penalty 2770.741920 = -678484.826828 nChanged 119 SP:Iteration 14Q (5944.552541 sec): 3 clusters Score: Raw -681314.793695 + Penalty 2770.741920 = -678544.051775 nChanged 126 SP:Iteration 15Q (5944.613556 sec): 3 clusters Score: Raw -681385.242140 + Penalty 2770.741920 = -678614.500220 nChanged 117 SP:Iteration 16Q (5944.655992 sec): 3 clusters Score: Raw -681453.975589 + Penalty 2770.741920 = -678683.233669 nChanged 105 SP:Iteration 17Q (5944.717521 sec): 3 clusters Score: Raw -681515.361112 + Penalty 2770.741920 = -678744.619192 nChanged 100 SP:Iteration 18Q (5944.770622 sec): 3 clusters Score: Raw -681567.711914 + Penalty 2770.741920 = -678796.969994 nChanged 81 SP:Iteration 19Q (5944.811897 sec): 3 clusters Score: Raw -681605.019243 + Penalty 2770.741920 = -678834.277323 nChanged 70 SP:Iteration 20F (5944.871846 sec): 3 clusters Score: Raw -681639.925019 + Penalty 2770.741920 = -678869.183099 nChanged 63 SP:Iteration 21Q (5944.909247 sec): 3 clusters Score: Raw -681673.132267 + Penalty 2770.741920 = -678902.390347 nChanged 57 SP:Iteration 22Q (5944.968522 sec): 3 clusters Score: Raw -681699.237992 + Penalty 2770.741920 = -678928.496072 nChanged 50 SP:Iteration 23Q (5945.020214 sec): 3 clusters Score: Raw -681718.080518 + Penalty 2770.741920 = -678947.338598 nChanged 33 SP:Iteration 24Q (5945.067632 sec): 3 clusters Score: Raw -681732.242997 + Penalty 2770.741920 = -678961.501077 nChanged 32 SP:Iteration 25Q (5945.119111 sec): 3 clusters Score: Raw -681748.356077 + Penalty 2770.741920 = -678977.614157 nChanged 36 SP:Iteration 26Q (5945.159672 sec): 3 clusters Score: Raw -681763.029033 + Penalty 2770.741920 = -678992.287113 nChanged 38 SP:Iteration 27Q (5945.210884 sec): 3 clusters Score: Raw -681782.355757 + Penalty 2770.741920 = -679011.613837 nChanged 39 SP:Iteration 28Q (5945.259756 sec): 3 clusters Score: Raw -681796.409724 + Penalty 2770.741920 = -679025.667803 nChanged 20 SP:Iteration 29Q (5945.310822 sec): 3 clusters Score: Raw -681804.256860 + Penalty 2770.741920 = -679033.514940 nChanged 16 SP:Iteration 30Q (5945.362091 sec): 3 clusters Score: Raw -681812.884663 + Penalty 2770.741920 = -679042.142743 nChanged 19 SP:Iteration 31Q (5945.421797 sec): 3 clusters Score: Raw -681821.419984 + Penalty 2770.741920 = -679050.678064 nChanged 18 SP:Iteration 32Q (5945.463252 sec): 3 clusters Score: Raw -681829.459484 + Penalty 2770.741920 = -679058.717564 nChanged 24 SP:Iteration 33Q (5945.523051 sec): 3 clusters Score: Raw -681838.200887 + Penalty 2770.741920 = -679067.458967 nChanged 31 SP:Iteration 34Q (5945.583126 sec): 3 clusters Score: Raw -681851.267852 + Penalty 2770.741920 = -679080.525932 nChanged 24 SP:Iteration 35Q (5945.642903 sec): 3 clusters Score: Raw -681860.881563 + Penalty 2770.741920 = -679090.139642 nChanged 17 SP:Iteration 36Q (5945.696102 sec): 3 clusters Score: Raw -681867.761117 + Penalty 2770.741920 = -679097.019197 nChanged 14 SP:Iteration 37Q (5945.756587 sec): 3 clusters Score: Raw -681872.244721 + Penalty 2770.741920 = -679101.502801 nChanged 11 SP:Iteration 38Q (5945.807058 sec): 3 clusters Score: Raw -681875.696641 + Penalty 2770.741920 = -679104.954721 nChanged 13 SP:Iteration 39Q (5945.866114 sec): 3 clusters Score: Raw -681880.274358 + Penalty 2770.741920 = -679109.532438 nChanged 11 SP:Iteration 40F (5945.911830 sec): 3 clusters Score: Raw -681884.742476 + Penalty 2770.741920 = -679114.000556 nChanged 14 SP:Iteration 41Q (5945.980187 sec): 3 clusters Score: Raw -681890.457869 + Penalty 2770.741920 = -679119.715949 nChanged 12 SP:Iteration 42Q (5946.037494 sec): 3 clusters Score: Raw -681893.204690 + Penalty 2770.741920 = -679122.462770 nChanged 3 SP:Iteration 43Q (5946.090611 sec): 3 clusters Score: Raw -681893.878167 + Penalty 2770.741920 = -679123.136247 nChanged 3 SP:Iteration 44Q (5946.137751 sec): 3 clusters Score: Raw -681894.468685 + Penalty 2770.741920 = -679123.726765 nChanged 3 SP:Iteration 45Q (5946.189848 sec): 3 clusters Score: Raw -681895.625667 + Penalty 2770.741920 = -679124.883747 nChanged 4 SP:Iteration 46Q (5946.242270 sec): 3 clusters Score: Raw -681896.827171 + Penalty 2770.741920 = -679126.085251 nChanged 5 SP:Iteration 47Q (5946.311235 sec): 3 clusters Score: Raw -681899.694275 + Penalty 2770.741920 = -679128.952355 nChanged 9 SP:Iteration 48Q (5946.357104 sec): 3 clusters Score: Raw -681903.975583 + Penalty 2770.741920 = -679133.233663 nChanged 6 SP:Iteration 49Q (5946.420925 sec): 3 clusters Score: Raw -681905.346716 + Penalty 2770.741920 = -679134.604796 nChanged 4 SP:Iteration 50Q (5946.475853 sec): 3 clusters Score: Raw -681906.204044 + Penalty 2770.741920 = -679135.462124 nChanged 2 SP:Iteration 51Q (5946.522043 sec): 3 clusters Score: Raw -681906.805598 + Penalty 2770.741920 = -679136.063678 nChanged 2 SP:Iteration 52Q (5946.581983 sec): 3 clusters Score: Raw -681907.592037 + Penalty 2770.741920 = -679136.850117 nChanged 1 SP:Iteration 53Q (5946.642455 sec): 3 clusters Score: Raw -681908.269394 + Penalty 2770.741920 = -679137.527474 nChanged 3 SP:Iteration 54Q (5946.690362 sec): 3 clusters Score: Raw -681909.059510 + Penalty 2770.741920 = -679138.317590 nChanged 0 SP:Iteration 55F (5946.749311 sec): 3 clusters Score: Raw -681909.059510 + Penalty 2770.741920 = -679138.317590 nChanged 0 Trying to split cluster 27 (2951 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5946.791166 sec): 2 clusters Score: Raw -354051.849456 + Penalty 1298.358648 = -352753.490808 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5946.843054 sec): 3 clusters Score: Raw -352679.775668 + Penalty 2596.717297 = -350083.058371 nChanged 1099 SP:Iteration 1F (5946.895911 sec): 3 clusters Score: Raw -353354.778500 + Penalty 2596.717297 = -350758.061203 nChanged 215 SP:Iteration 2F (5946.952928 sec): 3 clusters Score: Raw -353499.757410 + Penalty 2596.717297 = -350903.040114 nChanged 160 SP:Iteration 3F (5947.007139 sec): 3 clusters Score: Raw -353619.966251 + Penalty 2596.717297 = -351023.248955 nChanged 145 SP:Iteration 4Q (5947.053418 sec): 3 clusters Score: Raw -353767.326983 + Penalty 2596.717297 = -351170.609686 nChanged 169 SP:Iteration 5F (5947.108328 sec): 3 clusters Score: Raw -354053.664177 + Penalty 2596.717297 = -351456.946880 nChanged 188 SP:Iteration 6F (5947.174822 sec): 3 clusters Score: Raw -354392.268839 + Penalty 2596.717297 = -351795.551542 nChanged 192 SP:Iteration 7F (5947.227909 sec): 3 clusters Score: Raw -354624.322053 + Penalty 2596.717297 = -352027.604756 nChanged 138 SP:Iteration 8Q (5947.281675 sec): 3 clusters Score: Raw -354736.025069 + Penalty 2596.717297 = -352139.307772 nChanged 97 SP:Iteration 9Q (5947.337111 sec): 3 clusters Score: Raw -354795.278103 + Penalty 2596.717297 = -352198.560806 nChanged 51 SP:Iteration 10Q (5947.392068 sec): 3 clusters Score: Raw -354825.667785 + Penalty 2596.717297 = -352228.950488 nChanged 45 SP:Iteration 11Q (5947.445115 sec): 3 clusters Score: Raw -354850.469977 + Penalty 2596.717297 = -352253.752680 nChanged 33 SP:Iteration 12Q (5947.487056 sec): 3 clusters Score: Raw -354867.692058 + Penalty 2596.717297 = -352270.974762 nChanged 35 SP:Iteration 13Q (5947.551227 sec): 3 clusters Score: Raw -354886.740858 + Penalty 2596.717297 = -352290.023561 nChanged 30 SP:Iteration 14Q (5947.602439 sec): 3 clusters Score: Raw -354901.189127 + Penalty 2596.717297 = -352304.471831 nChanged 19 SP:Iteration 15Q (5947.654851 sec): 3 clusters Score: Raw -354908.531283 + Penalty 2596.717297 = -352311.813986 nChanged 10 SP:Iteration 16Q (5947.701645 sec): 3 clusters Score: Raw -354911.798229 + Penalty 2596.717297 = -352315.080932 nChanged 10 SP:Iteration 17Q (5947.757475 sec): 3 clusters Score: Raw -354916.725334 + Penalty 2596.717297 = -352320.008037 nChanged 4 SP:Iteration 18Q (5947.810113 sec): 3 clusters Score: Raw -354917.955809 + Penalty 2596.717297 = -352321.238512 nChanged 3 SP:Iteration 19Q (5947.850272 sec): 3 clusters Score: Raw -354918.661913 + Penalty 2596.717297 = -352321.944616 nChanged 2 SP:Iteration 20F (5947.893897 sec): 3 clusters Score: Raw -354919.458282 + Penalty 2596.717297 = -352322.740985 nChanged 2 SP:Iteration 21Q (5947.932781 sec): 3 clusters Score: Raw -354919.814836 + Penalty 2596.717297 = -352323.097540 nChanged 1 SP:Iteration 22Q (5947.976222 sec): 3 clusters Score: Raw -354919.931764 + Penalty 2596.717297 = -352323.214467 nChanged 1 SP:Iteration 23Q (5948.010507 sec): 3 clusters Score: Raw -354920.017085 + Penalty 2596.717297 = -352323.299788 nChanged 0 SP:Iteration 24F (5948.053499 sec): 3 clusters Score: Raw -354920.017085 + Penalty 2596.717297 = -352323.299788 nChanged 0 Trying to split cluster 28 (7374 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5948.093100 sec): 2 clusters Score: Raw -947575.350329 + Penalty 1447.178782 = -946128.171547 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5948.151101 sec): 3 clusters Score: Raw -943621.949165 + Penalty 2894.357563 = -940727.591602 nChanged 3127 SP:Iteration 1F (5948.196918 sec): 3 clusters Score: Raw -945390.500346 + Penalty 2894.357563 = -942496.142783 nChanged 551 SP:Iteration 2F (5948.261806 sec): 3 clusters Score: Raw -945714.122143 + Penalty 2894.357563 = -942819.764580 nChanged 485 SP:Iteration 3F (5948.328080 sec): 3 clusters Score: Raw -946027.540794 + Penalty 2894.357563 = -943133.183231 nChanged 460 SP:Iteration 4F (5948.386780 sec): 3 clusters Score: Raw -946382.594265 + Penalty 2894.357563 = -943488.236701 nChanged 444 SP:Iteration 5F (5948.432516 sec): 3 clusters Score: Raw -946749.105429 + Penalty 2894.357563 = -943854.747866 nChanged 391 SP:Iteration 6F (5948.489565 sec): 3 clusters Score: Raw -947072.270207 + Penalty 2894.357563 = -944177.912643 nChanged 354 SP:Iteration 7Q (5948.547903 sec): 3 clusters Score: Raw -947340.979080 + Penalty 2894.357563 = -944446.621517 nChanged 317 SP:Iteration 8Q (5948.602528 sec): 3 clusters Score: Raw -947552.976793 + Penalty 2894.357563 = -944658.619230 nChanged 271 SP:Iteration 9Q (5948.660501 sec): 3 clusters Score: Raw -947713.141592 + Penalty 2894.357563 = -944818.784029 nChanged 242 SP:Iteration 10Q (5948.711685 sec): 3 clusters Score: Raw -947849.093971 + Penalty 2894.357563 = -944954.736408 nChanged 193 SP:Iteration 11Q (5948.782917 sec): 3 clusters Score: Raw -947946.936801 + Penalty 2894.357563 = -945052.579238 nChanged 166 SP:Iteration 12Q (5948.838176 sec): 3 clusters Score: Raw -948016.985006 + Penalty 2894.357563 = -945122.627442 nChanged 145 SP:Iteration 13Q (5948.900262 sec): 3 clusters Score: Raw -948080.730145 + Penalty 2894.357563 = -945186.372582 nChanged 129 SP:Iteration 14Q (5948.961627 sec): 3 clusters Score: Raw -948135.529210 + Penalty 2894.357563 = -945241.171647 nChanged 106 SP:Iteration 15Q (5949.021004 sec): 3 clusters Score: Raw -948184.288544 + Penalty 2894.357563 = -945289.930981 nChanged 104 SP:Iteration 16Q (5949.071385 sec): 3 clusters Score: Raw -948219.752397 + Penalty 2894.357563 = -945325.394834 nChanged 89 SP:Iteration 17Q (5949.131026 sec): 3 clusters Score: Raw -948244.710149 + Penalty 2894.357563 = -945350.352586 nChanged 70 SP:Iteration 18Q (5949.196537 sec): 3 clusters Score: Raw -948264.574842 + Penalty 2894.357563 = -945370.217279 nChanged 69 SP:Iteration 19Q (5949.259638 sec): 3 clusters Score: Raw -948281.584281 + Penalty 2894.357563 = -945387.226718 nChanged 46 SP:Iteration 20F (5949.309346 sec): 3 clusters Score: Raw -948293.253236 + Penalty 2894.357563 = -945398.895673 nChanged 45 SP:Iteration 21Q (5949.368030 sec): 3 clusters Score: Raw -948301.712891 + Penalty 2894.357563 = -945407.355328 nChanged 27 SP:Iteration 22Q (5949.427159 sec): 3 clusters Score: Raw -948305.533729 + Penalty 2894.357563 = -945411.176166 nChanged 17 SP:Iteration 23Q (5949.491060 sec): 3 clusters Score: Raw -948308.897206 + Penalty 2894.357563 = -945414.539643 nChanged 11 SP:Iteration 24Q (5949.537802 sec): 3 clusters Score: Raw -948311.052784 + Penalty 2894.357563 = -945416.695221 nChanged 11 SP:Iteration 25Q (5949.592405 sec): 3 clusters Score: Raw -948312.441914 + Penalty 2894.357563 = -945418.084351 nChanged 6 SP:Iteration 26Q (5949.647709 sec): 3 clusters Score: Raw -948313.516601 + Penalty 2894.357563 = -945419.159038 nChanged 9 SP:Iteration 27Q (5949.710086 sec): 3 clusters Score: Raw -948314.895672 + Penalty 2894.357563 = -945420.538109 nChanged 7 SP:Iteration 28Q (5949.753938 sec): 3 clusters Score: Raw -948315.748107 + Penalty 2894.357563 = -945421.390544 nChanged 6 SP:Iteration 29Q (5949.806925 sec): 3 clusters Score: Raw -948316.919525 + Penalty 2894.357563 = -945422.561962 nChanged 9 SP:Iteration 30Q (5949.858725 sec): 3 clusters Score: Raw -948318.141869 + Penalty 2894.357563 = -945423.784306 nChanged 6 SP:Iteration 31Q (5949.921325 sec): 3 clusters Score: Raw -948319.532705 + Penalty 2894.357563 = -945425.175142 nChanged 10 SP:Iteration 32Q (5949.964487 sec): 3 clusters Score: Raw -948321.255153 + Penalty 2894.357563 = -945426.897590 nChanged 9 SP:Iteration 33Q (5950.031223 sec): 3 clusters Score: Raw -948322.431749 + Penalty 2894.357563 = -945428.074186 nChanged 7 SP:Iteration 34Q (5950.071851 sec): 3 clusters Score: Raw -948323.276161 + Penalty 2894.357563 = -945428.918598 nChanged 7 SP:Iteration 35Q (5950.130587 sec): 3 clusters Score: Raw -948324.044137 + Penalty 2894.357563 = -945429.686574 nChanged 5 SP:Iteration 36Q (5950.197675 sec): 3 clusters Score: Raw -948324.751251 + Penalty 2894.357563 = -945430.393688 nChanged 6 SP:Iteration 37Q (5950.251796 sec): 3 clusters Score: Raw -948325.653902 + Penalty 2894.357563 = -945431.296339 nChanged 3 SP:Iteration 38Q (5950.311663 sec): 3 clusters Score: Raw -948326.527990 + Penalty 2894.357563 = -945432.170427 nChanged 6 SP:Iteration 39Q (5950.370036 sec): 3 clusters Score: Raw -948327.970535 + Penalty 2894.357563 = -945433.612972 nChanged 12 SP:Iteration 40F (5950.419547 sec): 3 clusters Score: Raw -948330.121060 + Penalty 2894.357563 = -945435.763497 nChanged 18 SP:Iteration 41Q (5950.490975 sec): 3 clusters Score: Raw -948333.280565 + Penalty 2894.357563 = -945438.923002 nChanged 7 SP:Iteration 42Q (5950.539820 sec): 3 clusters Score: Raw -948334.065472 + Penalty 2894.357563 = -945439.707909 nChanged 11 SP:Iteration 43Q (5950.611089 sec): 3 clusters Score: Raw -948335.725418 + Penalty 2894.357563 = -945441.367855 nChanged 7 SP:Iteration 44Q (5950.663014 sec): 3 clusters Score: Raw -948337.308576 + Penalty 2894.357563 = -945442.951013 nChanged 9 SP:Iteration 45Q (5950.719021 sec): 3 clusters Score: Raw -948338.129262 + Penalty 2894.357563 = -945443.771699 nChanged 9 SP:Iteration 46Q (5950.789764 sec): 3 clusters Score: Raw -948339.299164 + Penalty 2894.357563 = -945444.941601 nChanged 6 SP:Iteration 47Q (5950.842835 sec): 3 clusters Score: Raw -948340.678677 + Penalty 2894.357563 = -945446.321114 nChanged 10 SP:Iteration 48Q (5950.896639 sec): 3 clusters Score: Raw -948343.485606 + Penalty 2894.357563 = -945449.128043 nChanged 19 SP:Iteration 49Q (5950.965941 sec): 3 clusters Score: Raw -948348.555447 + Penalty 2894.357563 = -945454.197884 nChanged 12 SP:Iteration 50Q (5951.003286 sec): 3 clusters Score: Raw -948351.460322 + Penalty 2894.357563 = -945457.102759 nChanged 15 SP:Iteration 51Q (5951.060310 sec): 3 clusters Score: Raw -948353.271111 + Penalty 2894.357563 = -945458.913548 nChanged 8 SP:Iteration 52Q (5951.125898 sec): 3 clusters Score: Raw -948354.373543 + Penalty 2894.357563 = -945460.015980 nChanged 9 SP:Iteration 53Q (5951.171824 sec): 3 clusters Score: Raw -948356.426869 + Penalty 2894.357563 = -945462.069306 nChanged 10 SP:Iteration 54Q (5951.238530 sec): 3 clusters Score: Raw -948357.684441 + Penalty 2894.357563 = -945463.326878 nChanged 7 SP:Iteration 55Q (5951.283884 sec): 3 clusters Score: Raw -948358.634067 + Penalty 2894.357563 = -945464.276504 nChanged 8 SP:Iteration 56Q (5951.339335 sec): 3 clusters Score: Raw -948359.536393 + Penalty 2894.357563 = -945465.178830 nChanged 3 SP:Iteration 57Q (5951.393435 sec): 3 clusters Score: Raw -948360.081322 + Penalty 2894.357563 = -945465.723759 nChanged 5 SP:Iteration 58Q (5951.448742 sec): 3 clusters Score: Raw -948360.940957 + Penalty 2894.357563 = -945466.583394 nChanged 6 SP:Iteration 59Q (5951.513941 sec): 3 clusters Score: Raw -948361.480992 + Penalty 2894.357563 = -945467.123429 nChanged 6 SP:Iteration 60F (5951.569550 sec): 3 clusters Score: Raw -948362.016322 + Penalty 2894.357563 = -945467.658759 nChanged 3 SP:Iteration 61Q (5951.621558 sec): 3 clusters Score: Raw -948362.289788 + Penalty 2894.357563 = -945467.932224 nChanged 2 SP:Iteration 62Q (5951.668147 sec): 3 clusters Score: Raw -948362.520274 + Penalty 2894.357563 = -945468.162711 nChanged 2 SP:Iteration 63Q (5951.724269 sec): 3 clusters Score: Raw -948362.831174 + Penalty 2894.357563 = -945468.473611 nChanged 8 SP:Iteration 64Q (5951.785656 sec): 3 clusters Score: Raw -948363.844949 + Penalty 2894.357563 = -945469.487386 nChanged 8 SP:Iteration 65Q (5951.846110 sec): 3 clusters Score: Raw -948364.984595 + Penalty 2894.357563 = -945470.627032 nChanged 7 SP:Iteration 66Q (5951.902017 sec): 3 clusters Score: Raw -948365.820280 + Penalty 2894.357563 = -945471.462717 nChanged 10 SP:Iteration 67Q (5951.970135 sec): 3 clusters Score: Raw -948367.140109 + Penalty 2894.357563 = -945472.782546 nChanged 10 SP:Iteration 68Q (5952.024211 sec): 3 clusters Score: Raw -948368.253988 + Penalty 2894.357563 = -945473.896425 nChanged 7 SP:Iteration 69Q (5952.075850 sec): 3 clusters Score: Raw -948369.205478 + Penalty 2894.357563 = -945474.847915 nChanged 7 SP:Iteration 70Q (5952.130180 sec): 3 clusters Score: Raw -948370.169344 + Penalty 2894.357563 = -945475.811781 nChanged 6 SP:Iteration 71Q (5952.195676 sec): 3 clusters Score: Raw -948370.911187 + Penalty 2894.357563 = -945476.553624 nChanged 2 SP:Iteration 72Q (5952.243513 sec): 3 clusters Score: Raw -948371.197988 + Penalty 2894.357563 = -945476.840425 nChanged 3 SP:Iteration 73Q (5952.300667 sec): 3 clusters Score: Raw -948371.511377 + Penalty 2894.357563 = -945477.153814 nChanged 2 SP:Iteration 74Q (5952.350808 sec): 3 clusters Score: Raw -948371.633973 + Penalty 2894.357563 = -945477.276410 nChanged 0 SP:Iteration 75F (5952.409079 sec): 3 clusters Score: Raw -948371.633973 + Penalty 2894.357563 = -945477.276410 nChanged 0 Trying to split cluster 29 (132521 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5952.580750 sec): 2 clusters Score: Raw -17800578.084022 + Penalty 1916.605665 = -17798661.478356 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5952.832898 sec): 3 clusters Score: Raw -17713657.037032 + Penalty 3833.211331 = -17709823.825702 nChanged 63666 SP:Iteration 1F (5953.071655 sec): 3 clusters Score: Raw -17752231.407290 + Penalty 3833.211331 = -17748398.195959 nChanged 5082 SP:Iteration 2Q (5953.346513 sec): 3 clusters Score: Raw -17753992.859779 + Penalty 3833.211331 = -17750159.648448 nChanged 5814 SP:Iteration 3Q (5953.604588 sec): 3 clusters Score: Raw -17756527.843960 + Penalty 3833.211331 = -17752694.632629 nChanged 6731 SP:Iteration 4F (5953.843612 sec): 3 clusters Score: Raw -17760256.869820 + Penalty 3833.211331 = -17756423.658490 nChanged 7843 SP:Iteration 5F (5954.095064 sec): 3 clusters Score: Raw -17765633.113845 + Penalty 3833.211331 = -17761799.902514 nChanged 8483 SP:Iteration 6F (5954.336457 sec): 3 clusters Score: Raw -17771796.044545 + Penalty 3833.211331 = -17767962.833214 nChanged 8159 SP:Iteration 7F (5954.581931 sec): 3 clusters Score: Raw -17777400.317622 + Penalty 3833.211331 = -17773567.106291 nChanged 6883 SP:Iteration 8F (5954.844201 sec): 3 clusters Score: Raw -17781187.164818 + Penalty 3833.211331 = -17777353.953487 nChanged 5136 SP:Iteration 9Q (5955.088666 sec): 3 clusters Score: Raw -17783340.095652 + Penalty 3833.211331 = -17779506.884321 nChanged 3717 SP:Iteration 10Q (5955.326738 sec): 3 clusters Score: Raw -17784636.064343 + Penalty 3833.211331 = -17780802.853012 nChanged 2853 SP:Iteration 11Q (5955.559958 sec): 3 clusters Score: Raw -17785606.418134 + Penalty 3833.211331 = -17781773.206803 nChanged 2609 SP:Iteration 12Q (5955.805209 sec): 3 clusters Score: Raw -17786554.816363 + Penalty 3833.211331 = -17782721.605032 nChanged 2692 SP:Iteration 13Q (5956.060918 sec): 3 clusters Score: Raw -17787582.238721 + Penalty 3833.211331 = -17783749.027390 nChanged 2635 SP:Iteration 14Q (5956.315453 sec): 3 clusters Score: Raw -17788628.925191 + Penalty 3833.211331 = -17784795.713861 nChanged 2630 SP:Iteration 15Q (5956.578234 sec): 3 clusters Score: Raw -17789723.748010 + Penalty 3833.211331 = -17785890.536679 nChanged 2610 SP:Iteration 16Q (5956.830880 sec): 3 clusters Score: Raw -17790844.237894 + Penalty 3833.211331 = -17787011.026563 nChanged 2537 SP:Iteration 17Q (5957.076090 sec): 3 clusters Score: Raw -17791981.770140 + Penalty 3833.211331 = -17788148.558810 nChanged 2499 SP:Iteration 18Q (5957.318621 sec): 3 clusters Score: Raw -17793193.938222 + Penalty 3833.211331 = -17789360.726892 nChanged 2462 SP:Iteration 19Q (5957.542980 sec): 3 clusters Score: Raw -17794499.031199 + Penalty 3833.211331 = -17790665.819868 nChanged 2321 SP:Iteration 20F (5957.802269 sec): 3 clusters Score: Raw -17795789.037512 + Penalty 3833.211331 = -17791955.826181 nChanged 1984 SP:Iteration 21Q (5958.041292 sec): 3 clusters Score: Raw -17796878.637012 + Penalty 3833.211331 = -17793045.425681 nChanged 1682 SP:Iteration 22Q (5958.271138 sec): 3 clusters Score: Raw -17797803.746142 + Penalty 3833.211331 = -17793970.534811 nChanged 1360 SP:Iteration 23Q (5958.470744 sec): 3 clusters Score: Raw -17798551.527007 + Penalty 3833.211331 = -17794718.315676 nChanged 1140 SP:Iteration 24Q (5958.676083 sec): 3 clusters Score: Raw -17799174.377363 + Penalty 3833.211331 = -17795341.166033 nChanged 951 SP:Iteration 25Q (5958.905686 sec): 3 clusters Score: Raw -17799677.585355 + Penalty 3833.211331 = -17795844.374024 nChanged 770 SP:Iteration 26Q (5959.131517 sec): 3 clusters Score: Raw -17800064.204054 + Penalty 3833.211331 = -17796230.992724 nChanged 587 SP:Iteration 27Q (5959.333438 sec): 3 clusters Score: Raw -17800335.437581 + Penalty 3833.211331 = -17796502.226250 nChanged 489 SP:Iteration 28Q (5959.552208 sec): 3 clusters Score: Raw -17800539.302655 + Penalty 3833.211331 = -17796706.091324 nChanged 385 SP:Iteration 29Q (5959.779140 sec): 3 clusters Score: Raw -17800688.921058 + Penalty 3833.211331 = -17796855.709727 nChanged 305 SP:Iteration 30Q (5959.982381 sec): 3 clusters Score: Raw -17800793.620441 + Penalty 3833.211331 = -17796960.409110 nChanged 229 SP:Iteration 31Q (5960.176714 sec): 3 clusters Score: Raw -17800862.773813 + Penalty 3833.211331 = -17797029.562482 nChanged 179 SP:Iteration 32Q (5960.394896 sec): 3 clusters Score: Raw -17800915.621979 + Penalty 3833.211331 = -17797082.410648 nChanged 144 SP:Iteration 33Q (5960.606734 sec): 3 clusters Score: Raw -17800956.092430 + Penalty 3833.211331 = -17797122.881100 nChanged 128 SP:Iteration 34Q (5960.798561 sec): 3 clusters Score: Raw -17800983.240772 + Penalty 3833.211331 = -17797150.029441 nChanged 95 SP:Iteration 35Q (5961.012143 sec): 3 clusters Score: Raw -17801002.187378 + Penalty 3833.211331 = -17797168.976047 nChanged 64 SP:Iteration 36Q (5961.225295 sec): 3 clusters Score: Raw -17801012.753133 + Penalty 3833.211331 = -17797179.541802 nChanged 53 SP:Iteration 37Q (5961.409639 sec): 3 clusters Score: Raw -17801021.775374 + Penalty 3833.211331 = -17797188.564043 nChanged 50 SP:Iteration 38Q (5961.598676 sec): 3 clusters Score: Raw -17801030.620553 + Penalty 3833.211331 = -17797197.409222 nChanged 48 SP:Iteration 39Q (5961.794536 sec): 3 clusters Score: Raw -17801039.566375 + Penalty 3833.211331 = -17797206.355044 nChanged 38 SP:Iteration 40F (5962.029662 sec): 3 clusters Score: Raw -17801047.464109 + Penalty 3833.211331 = -17797214.252779 nChanged 40 SP:Iteration 41Q (5962.251412 sec): 3 clusters Score: Raw -17801055.422038 + Penalty 3833.211331 = -17797222.210707 nChanged 44 SP:Iteration 42Q (5962.443705 sec): 3 clusters Score: Raw -17801064.127721 + Penalty 3833.211331 = -17797230.916391 nChanged 41 SP:Iteration 43Q (5962.636232 sec): 3 clusters Score: Raw -17801072.078987 + Penalty 3833.211331 = -17797238.867656 nChanged 39 SP:Iteration 44Q (5962.824844 sec): 3 clusters Score: Raw -17801079.725269 + Penalty 3833.211331 = -17797246.513939 nChanged 27 SP:Iteration 45Q (5963.018000 sec): 3 clusters Score: Raw -17801084.547543 + Penalty 3833.211331 = -17797251.336212 nChanged 36 SP:Iteration 46Q (5963.216106 sec): 3 clusters Score: Raw -17801092.284911 + Penalty 3833.211331 = -17797259.073580 nChanged 34 SP:Iteration 47Q (5963.405981 sec): 3 clusters Score: Raw -17801098.831075 + Penalty 3833.211331 = -17797265.619744 nChanged 22 SP:Iteration 48Q (5963.626415 sec): 3 clusters Score: Raw -17801103.292569 + Penalty 3833.211331 = -17797270.081238 nChanged 31 SP:Iteration 49Q (5963.843206 sec): 3 clusters Score: Raw -17801109.062232 + Penalty 3833.211331 = -17797275.850901 nChanged 23 SP:Iteration 50Q (5964.060475 sec): 3 clusters Score: Raw -17801113.924301 + Penalty 3833.211331 = -17797280.712970 nChanged 21 SP:Iteration 51Q (5964.273017 sec): 3 clusters Score: Raw -17801117.585002 + Penalty 3833.211331 = -17797284.373671 nChanged 13 SP:Iteration 52Q (5964.492210 sec): 3 clusters Score: Raw -17801119.465959 + Penalty 3833.211331 = -17797286.254628 nChanged 10 SP:Iteration 53Q (5964.686205 sec): 3 clusters Score: Raw -17801120.883289 + Penalty 3833.211331 = -17797287.671958 nChanged 8 SP:Iteration 54Q (5964.884484 sec): 3 clusters Score: Raw -17801121.706352 + Penalty 3833.211331 = -17797288.495021 nChanged 3 SP:Iteration 55Q (5965.090395 sec): 3 clusters Score: Raw -17801122.076576 + Penalty 3833.211331 = -17797288.865245 nChanged 4 SP:Iteration 56Q (5965.296316 sec): 3 clusters Score: Raw -17801122.566404 + Penalty 3833.211331 = -17797289.355073 nChanged 5 SP:Iteration 57Q (5965.488691 sec): 3 clusters Score: Raw -17801123.265682 + Penalty 3833.211331 = -17797290.054351 nChanged 6 SP:Iteration 58Q (5965.709569 sec): 3 clusters Score: Raw -17801123.815156 + Penalty 3833.211331 = -17797290.603825 nChanged 2 SP:Iteration 59Q (5965.929221 sec): 3 clusters Score: Raw -17801124.125063 + Penalty 3833.211331 = -17797290.913733 nChanged 7 SP:Iteration 60F (5966.195444 sec): 3 clusters Score: Raw -17801124.955417 + Penalty 3833.211331 = -17797291.744087 nChanged 7 SP:Iteration 61Q (5966.394747 sec): 3 clusters Score: Raw -17801125.753551 + Penalty 3833.211331 = -17797292.542220 nChanged 6 SP:Iteration 62Q (5966.591571 sec): 3 clusters Score: Raw -17801126.395673 + Penalty 3833.211331 = -17797293.184342 nChanged 7 SP:Iteration 63Q (5966.809737 sec): 3 clusters Score: Raw -17801127.374031 + Penalty 3833.211331 = -17797294.162700 nChanged 7 SP:Iteration 64Q (5967.029596 sec): 3 clusters Score: Raw -17801128.609598 + Penalty 3833.211331 = -17797295.398267 nChanged 7 SP:Iteration 65Q (5967.250835 sec): 3 clusters Score: Raw -17801129.749464 + Penalty 3833.211331 = -17797296.538133 nChanged 11 SP:Iteration 66Q (5967.460655 sec): 3 clusters Score: Raw -17801131.457213 + Penalty 3833.211331 = -17797298.245882 nChanged 11 SP:Iteration 67Q (5967.677141 sec): 3 clusters Score: Raw -17801133.334799 + Penalty 3833.211331 = -17797300.123468 nChanged 8 SP:Iteration 68Q (5967.871416 sec): 3 clusters Score: Raw -17801134.439029 + Penalty 3833.211331 = -17797301.227698 nChanged 10 SP:Iteration 69Q (5968.070826 sec): 3 clusters Score: Raw -17801135.618700 + Penalty 3833.211331 = -17797302.407370 nChanged 5 SP:Iteration 70Q (5968.287009 sec): 3 clusters Score: Raw -17801136.333245 + Penalty 3833.211331 = -17797303.121914 nChanged 4 SP:Iteration 71Q (5968.485661 sec): 3 clusters Score: Raw -17801136.953984 + Penalty 3833.211331 = -17797303.742653 nChanged 6 SP:Iteration 72Q (5968.691321 sec): 3 clusters Score: Raw -17801137.775826 + Penalty 3833.211331 = -17797304.564495 nChanged 7 SP:Iteration 73Q (5968.903281 sec): 3 clusters Score: Raw -17801138.580389 + Penalty 3833.211331 = -17797305.369058 nChanged 6 SP:Iteration 74Q (5969.108103 sec): 3 clusters Score: Raw -17801139.773234 + Penalty 3833.211331 = -17797306.561903 nChanged 9 SP:Iteration 75Q (5969.299678 sec): 3 clusters Score: Raw -17801141.337870 + Penalty 3833.211331 = -17797308.126539 nChanged 10 SP:Iteration 76Q (5969.497016 sec): 3 clusters Score: Raw -17801143.846686 + Penalty 3833.211331 = -17797310.635355 nChanged 8 SP:Iteration 77Q (5969.718027 sec): 3 clusters Score: Raw -17801145.421392 + Penalty 3833.211331 = -17797312.210062 nChanged 9 SP:Iteration 78Q (5969.921437 sec): 3 clusters Score: Raw -17801147.005083 + Penalty 3833.211331 = -17797313.793752 nChanged 4 SP:Iteration 79Q (5970.140766 sec): 3 clusters Score: Raw -17801147.557704 + Penalty 3833.211331 = -17797314.346374 nChanged 4 SP:Iteration 80F (5970.387899 sec): 3 clusters Score: Raw -17801147.987422 + Penalty 3833.211331 = -17797314.776091 nChanged 2 SP:Iteration 81Q (5970.584289 sec): 3 clusters Score: Raw -17801148.428846 + Penalty 3833.211331 = -17797315.217515 nChanged 4 SP:Iteration 82Q (5970.778068 sec): 3 clusters Score: Raw -17801149.609585 + Penalty 3833.211331 = -17797316.398254 nChanged 7 SP:Iteration 83Q (5970.992311 sec): 3 clusters Score: Raw -17801150.680227 + Penalty 3833.211331 = -17797317.468896 nChanged 5 SP:Iteration 84Q (5971.208430 sec): 3 clusters Score: Raw -17801151.433495 + Penalty 3833.211331 = -17797318.222164 nChanged 3 SP:Iteration 85Q (5971.419440 sec): 3 clusters Score: Raw -17801151.833784 + Penalty 3833.211331 = -17797318.622453 nChanged 1 SP:Iteration 86Q (5971.635909 sec): 3 clusters Score: Raw -17801151.883624 + Penalty 3833.211331 = -17797318.672294 nChanged 0 SP:Iteration 87F (5971.895755 sec): 3 clusters Score: Raw -17801151.883624 + Penalty 3833.211331 = -17797318.672294 nChanged 0 Trying to split cluster 30 (6216 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (5971.936138 sec): 2 clusters Score: Raw -841287.749442 + Penalty 1419.418307 = -839868.331135 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (5971.976333 sec): 3 clusters Score: Raw -837950.533239 + Penalty 2838.836615 = -835111.696624 nChanged 2553 SP:Iteration 1F (5972.023532 sec): 3 clusters Score: Raw -839347.899159 + Penalty 2838.836615 = -836509.062544 nChanged 462 SP:Iteration 2F (5972.071034 sec): 3 clusters Score: Raw -839654.440145 + Penalty 2838.836615 = -836815.603530 nChanged 410 SP:Iteration 3F (5972.119721 sec): 3 clusters Score: Raw -839934.443670 + Penalty 2838.836615 = -837095.607055 nChanged 365 SP:Iteration 4F (5972.167005 sec): 3 clusters Score: Raw -840193.404150 + Penalty 2838.836615 = -837354.567535 nChanged 360 SP:Iteration 5F (5972.228451 sec): 3 clusters Score: Raw -840452.722242 + Penalty 2838.836615 = -837613.885627 nChanged 334 SP:Iteration 6F (5972.277795 sec): 3 clusters Score: Raw -840681.484663 + Penalty 2838.836615 = -837842.648048 nChanged 288 SP:Iteration 7Q (5972.318568 sec): 3 clusters Score: Raw -840857.185918 + Penalty 2838.836615 = -838018.349303 nChanged 228 SP:Iteration 8Q (5972.365818 sec): 3 clusters Score: Raw -840983.907689 + Penalty 2838.836615 = -838145.071074 nChanged 214 SP:Iteration 9Q (5972.424520 sec): 3 clusters Score: Raw -841112.819251 + Penalty 2838.836615 = -838273.982636 nChanged 191 SP:Iteration 10Q (5972.478738 sec): 3 clusters Score: Raw -841214.993222 + Penalty 2838.836615 = -838376.156607 nChanged 146 SP:Iteration 11Q (5972.520600 sec): 3 clusters Score: Raw -841283.024684 + Penalty 2838.836615 = -838444.188069 nChanged 98 SP:Iteration 12Q (5972.575103 sec): 3 clusters Score: Raw -841321.118514 + Penalty 2838.836615 = -838482.281899 nChanged 73 SP:Iteration 13Q (5972.626389 sec): 3 clusters Score: Raw -841347.755940 + Penalty 2838.836615 = -838508.919326 nChanged 60 SP:Iteration 14Q (5972.692915 sec): 3 clusters Score: Raw -841369.001929 + Penalty 2838.836615 = -838530.165314 nChanged 66 SP:Iteration 15Q (5972.752187 sec): 3 clusters Score: Raw -841387.069881 + Penalty 2838.836615 = -838548.233267 nChanged 43 SP:Iteration 16Q (5972.809817 sec): 3 clusters Score: Raw -841399.824370 + Penalty 2838.836615 = -838560.987755 nChanged 46 SP:Iteration 17Q (5972.856311 sec): 3 clusters Score: Raw -841416.384791 + Penalty 2838.836615 = -838577.548176 nChanged 53 SP:Iteration 18Q (5972.926195 sec): 3 clusters Score: Raw -841431.570768 + Penalty 2838.836615 = -838592.734154 nChanged 58 SP:Iteration 19Q (5972.976900 sec): 3 clusters Score: Raw -841448.529634 + Penalty 2838.836615 = -838609.693020 nChanged 53 SP:Iteration 20F (5973.027069 sec): 3 clusters Score: Raw -841462.421199 + Penalty 2838.836615 = -838623.584584 nChanged 41 SP:Iteration 21Q (5973.094190 sec): 3 clusters Score: Raw -841476.794585 + Penalty 2838.836615 = -838637.957970 nChanged 39 SP:Iteration 22Q (5973.148399 sec): 3 clusters Score: Raw -841488.781646 + Penalty 2838.836615 = -838649.945031 nChanged 40 SP:Iteration 23Q (5973.203328 sec): 3 clusters Score: Raw -841500.406636 + Penalty 2838.836615 = -838661.570021 nChanged 34 SP:Iteration 24Q (5973.256842 sec): 3 clusters Score: Raw -841507.952563 + Penalty 2838.836615 = -838669.115948 nChanged 30 SP:Iteration 25Q (5973.306346 sec): 3 clusters Score: Raw -841515.281825 + Penalty 2838.836615 = -838676.445210 nChanged 17 SP:Iteration 26Q (5973.359861 sec): 3 clusters Score: Raw -841520.716508 + Penalty 2838.836615 = -838681.879893 nChanged 19 SP:Iteration 27Q (5973.414283 sec): 3 clusters Score: Raw -841526.201640 + Penalty 2838.836615 = -838687.365025 nChanged 14 SP:Iteration 28Q (5973.475110 sec): 3 clusters Score: Raw -841529.261461 + Penalty 2838.836615 = -838690.424846 nChanged 16 SP:Iteration 29Q (5973.537110 sec): 3 clusters Score: Raw -841531.968053 + Penalty 2838.836615 = -838693.131438 nChanged 13 SP:Iteration 30Q (5973.590709 sec): 3 clusters Score: Raw -841534.502832 + Penalty 2838.836615 = -838695.666217 nChanged 11 SP:Iteration 31Q (5973.638911 sec): 3 clusters Score: Raw -841536.519433 + Penalty 2838.836615 = -838697.682818 nChanged 13 SP:Iteration 32Q (5973.696888 sec): 3 clusters Score: Raw -841538.947066 + Penalty 2838.836615 = -838700.110451 nChanged 8 SP:Iteration 33Q (5973.741709 sec): 3 clusters Score: Raw -841540.574226 + Penalty 2838.836615 = -838701.737611 nChanged 14 SP:Iteration 34Q (5973.786564 sec): 3 clusters Score: Raw -841543.503181 + Penalty 2838.836615 = -838704.666566 nChanged 10 SP:Iteration 35Q (5973.850313 sec): 3 clusters Score: Raw -841545.237627 + Penalty 2838.836615 = -838706.401012 nChanged 6 SP:Iteration 36Q (5973.889951 sec): 3 clusters Score: Raw -841546.276506 + Penalty 2838.836615 = -838707.439891 nChanged 5 SP:Iteration 37Q (5973.937094 sec): 3 clusters Score: Raw -841547.181628 + Penalty 2838.836615 = -838708.345013 nChanged 6 SP:Iteration 38Q (5974.000260 sec): 3 clusters Score: Raw -841548.389100 + Penalty 2838.836615 = -838709.552485 nChanged 9 SP:Iteration 39Q (5974.049150 sec): 3 clusters Score: Raw -841549.828491 + Penalty 2838.836615 = -838710.991876 nChanged 8 SP:Iteration 40F (5974.104742 sec): 3 clusters Score: Raw -841551.075523 + Penalty 2838.836615 = -838712.238909 nChanged 8 SP:Iteration 41Q (5974.144357 sec): 3 clusters Score: Raw -841552.562838 + Penalty 2838.836615 = -838713.726223 nChanged 9 SP:Iteration 42Q (5974.198998 sec): 3 clusters Score: Raw -841553.741893 + Penalty 2838.836615 = -838714.905278 nChanged 6 SP:Iteration 43Q (5974.262106 sec): 3 clusters Score: Raw -841554.656479 + Penalty 2838.836615 = -838715.819864 nChanged 3 SP:Iteration 44Q (5974.310939 sec): 3 clusters Score: Raw -841555.005461 + Penalty 2838.836615 = -838716.168846 nChanged 4 SP:Iteration 45Q (5974.361262 sec): 3 clusters Score: Raw -841555.928829 + Penalty 2838.836615 = -838717.092214 nChanged 8 SP:Iteration 46Q (5974.412843 sec): 3 clusters Score: Raw -841557.927553 + Penalty 2838.836615 = -838719.090938 nChanged 15 SP:Iteration 47Q (5974.476768 sec): 3 clusters Score: Raw -841562.598135 + Penalty 2838.836615 = -838723.761520 nChanged 12 SP:Iteration 48Q (5974.522845 sec): 3 clusters Score: Raw -841565.792362 + Penalty 2838.836615 = -838726.955747 nChanged 12 SP:Iteration 49Q (5974.580302 sec): 3 clusters Score: Raw -841568.911003 + Penalty 2838.836615 = -838730.074388 nChanged 16 SP:Iteration 50Q (5974.638751 sec): 3 clusters Score: Raw -841574.408918 + Penalty 2838.836615 = -838735.572303 nChanged 18 SP:Iteration 51Q (5974.689641 sec): 3 clusters Score: Raw -841582.450287 + Penalty 2838.836615 = -838743.613672 nChanged 26 SP:Iteration 52Q (5974.752915 sec): 3 clusters Score: Raw -841591.774539 + Penalty 2838.836615 = -838752.937924 nChanged 27 SP:Iteration 53Q (5974.809352 sec): 3 clusters Score: Raw -841600.182164 + Penalty 2838.836615 = -838761.345549 nChanged 15 SP:Iteration 54Q (5974.871554 sec): 3 clusters Score: Raw -841603.418133 + Penalty 2838.836615 = -838764.581518 nChanged 8 SP:Iteration 55Q (5974.918913 sec): 3 clusters Score: Raw -841604.706245 + Penalty 2838.836615 = -838765.869630 nChanged 12 SP:Iteration 56Q (5974.977275 sec): 3 clusters Score: Raw -841606.580131 + Penalty 2838.836615 = -838767.743517 nChanged 7 SP:Iteration 57Q (5975.034863 sec): 3 clusters Score: Raw -841608.481491 + Penalty 2838.836615 = -838769.644876 nChanged 5 SP:Iteration 58Q (5975.105203 sec): 3 clusters Score: Raw -841610.036603 + Penalty 2838.836615 = -838771.199988 nChanged 9 SP:Iteration 59Q (5975.163244 sec): 3 clusters Score: Raw -841612.420746 + Penalty 2838.836615 = -838773.584131 nChanged 10 SP:Iteration 60F (5975.208483 sec): 3 clusters Score: Raw -841615.640129 + Penalty 2838.836615 = -838776.803514 nChanged 17 SP:Iteration 61Q (5975.273560 sec): 3 clusters Score: Raw -841619.561542 + Penalty 2838.836615 = -838780.724927 nChanged 16 SP:Iteration 62Q (5975.325302 sec): 3 clusters Score: Raw -841623.956555 + Penalty 2838.836615 = -838785.119940 nChanged 13 SP:Iteration 63Q (5975.379501 sec): 3 clusters Score: Raw -841627.857175 + Penalty 2838.836615 = -838789.020560 nChanged 14 SP:Iteration 64Q (5975.423555 sec): 3 clusters Score: Raw -841631.300901 + Penalty 2838.836615 = -838792.464286 nChanged 21 SP:Iteration 65Q (5975.489007 sec): 3 clusters Score: Raw -841636.654292 + Penalty 2838.836615 = -838797.817677 nChanged 24 SP:Iteration 66Q (5975.543898 sec): 3 clusters Score: Raw -841642.995359 + Penalty 2838.836615 = -838804.158744 nChanged 20 SP:Iteration 67Q (5975.600325 sec): 3 clusters Score: Raw -841648.750692 + Penalty 2838.836615 = -838809.914077 nChanged 18 SP:Iteration 68Q (5975.649941 sec): 3 clusters Score: Raw -841652.736985 + Penalty 2838.836615 = -838813.900370 nChanged 16 SP:Iteration 69Q (5975.706543 sec): 3 clusters Score: Raw -841657.413341 + Penalty 2838.836615 = -838818.576726 nChanged 23 SP:Iteration 70Q (5975.766046 sec): 3 clusters Score: Raw -841664.646972 + Penalty 2838.836615 = -838825.810357 nChanged 21 SP:Iteration 71Q (5975.818065 sec): 3 clusters Score: Raw -841670.520126 + Penalty 2838.836615 = -838831.683511 nChanged 19 SP:Iteration 72Q (5975.881543 sec): 3 clusters Score: Raw -841675.260927 + Penalty 2838.836615 = -838836.424312 nChanged 19 SP:Iteration 73Q (5975.920228 sec): 3 clusters Score: Raw -841680.783457 + Penalty 2838.836615 = -838841.946842 nChanged 17 SP:Iteration 74Q (5975.967240 sec): 3 clusters Score: Raw -841685.240982 + Penalty 2838.836615 = -838846.404367 nChanged 11 SP:Iteration 75Q (5976.017705 sec): 3 clusters Score: Raw -841687.422370 + Penalty 2838.836615 = -838848.585756 nChanged 9 SP:Iteration 76Q (5976.067635 sec): 3 clusters Score: Raw -841689.393099 + Penalty 2838.836615 = -838850.556484 nChanged 10 SP:Iteration 77Q (5976.117795 sec): 3 clusters Score: Raw -841691.206987 + Penalty 2838.836615 = -838852.370372 nChanged 9 SP:Iteration 78Q (5976.176726 sec): 3 clusters Score: Raw -841692.405868 + Penalty 2838.836615 = -838853.569253 nChanged 6 SP:Iteration 79Q (5976.231221 sec): 3 clusters Score: Raw -841693.728376 + Penalty 2838.836615 = -838854.891761 nChanged 4 SP:Iteration 80F (5976.284921 sec): 3 clusters Score: Raw -841695.019132 + Penalty 2838.836615 = -838856.182517 nChanged 6 SP:Iteration 81Q (5976.334288 sec): 3 clusters Score: Raw -841696.413446 + Penalty 2838.836615 = -838857.576831 nChanged 4 SP:Iteration 82Q (5976.382395 sec): 3 clusters Score: Raw -841697.378228 + Penalty 2838.836615 = -838858.541613 nChanged 5 SP:Iteration 83Q (5976.435745 sec): 3 clusters Score: Raw -841698.331656 + Penalty 2838.836615 = -838859.495041 nChanged 1 SP:Iteration 84Q (5976.497429 sec): 3 clusters Score: Raw -841698.775358 + Penalty 2838.836615 = -838859.938743 nChanged 4 SP:Iteration 85Q (5976.550074 sec): 3 clusters Score: Raw -841699.869804 + Penalty 2838.836615 = -838861.033189 nChanged 2 SP:Iteration 86Q (5976.602191 sec): 3 clusters Score: Raw -841700.467891 + Penalty 2838.836615 = -838861.631277 nChanged 4 SP:Iteration 87Q (5976.645165 sec): 3 clusters Score: Raw -841701.265966 + Penalty 2838.836615 = -838862.429351 nChanged 5 SP:Iteration 88Q (5976.708445 sec): 3 clusters Score: Raw -841702.116214 + Penalty 2838.836615 = -838863.279599 nChanged 4 SP:Iteration 89Q (5976.756767 sec): 3 clusters Score: Raw -841702.941381 + Penalty 2838.836615 = -838864.104766 nChanged 3 SP:Iteration 90Q (5976.809977 sec): 3 clusters Score: Raw -841703.655419 + Penalty 2838.836615 = -838864.818804 nChanged 3 SP:Iteration 91Q (5976.874417 sec): 3 clusters Score: Raw -841704.144639 + Penalty 2838.836615 = -838865.308024 nChanged 1 SP:Iteration 92Q (5976.915909 sec): 3 clusters Score: Raw -841704.605616 + Penalty 2838.836615 = -838865.769001 nChanged 2 SP:Iteration 93Q (5976.968609 sec): 3 clusters Score: Raw -841705.117076 + Penalty 2838.836615 = -838866.280461 nChanged 2 SP:Iteration 94Q (5977.025095 sec): 3 clusters Score: Raw -841705.526692 + Penalty 2838.836615 = -838866.690077 nChanged 1 SP:Iteration 95Q (5977.080746 sec): 3 clusters Score: Raw -841705.842529 + Penalty 2838.836615 = -838867.005914 nChanged 1 SP:Iteration 96Q (5977.139405 sec): 3 clusters Score: Raw -841706.109191 + Penalty 2838.836615 = -838867.272576 nChanged 1 SP:Iteration 97Q (5977.199181 sec): 3 clusters Score: Raw -841706.483907 + Penalty 2838.836615 = -838867.647292 nChanged 2 SP:Iteration 98Q (5977.251874 sec): 3 clusters Score: Raw -841707.048079 + Penalty 2838.836615 = -838868.211464 nChanged 5 SP:Iteration 99Q (5977.300409 sec): 3 clusters Score: Raw -841708.306432 + Penalty 2838.836615 = -838869.469817 nChanged 1 SP:Iteration 100F (5977.362734 sec): 3 clusters Score: Raw -841708.466216 + Penalty 2838.836615 = -838869.629601 nChanged 1 SP:Iteration 101Q (5977.402500 sec): 3 clusters Score: Raw -841708.597206 + Penalty 2838.836615 = -838869.760591 nChanged 1 SP:Iteration 102Q (5977.464674 sec): 3 clusters Score: Raw -841709.071772 + Penalty 2838.836615 = -838870.235157 nChanged 0 SP:Iteration 103F (5977.509826 sec): 3 clusters Score: Raw -841709.071772 + Penalty 2838.836615 = -838870.235157 nChanged 0 Time taken for this iteration:5972.622260 seconds. 20->31 Clusters: Score -99878110.058979, best is 100000000000000005366162204393472.000000 THE BEST YET! Starting from 21 clusters... ------ Clustering full data set of 771560 points ------ SP: Assigned 21 initial classes randomly. Deleting Class 16 (8233 points): Lose 855.239225 but Gain 2202.877579 Iteration 0F (5987.131143 sec): 20 clusters Score: Raw -96153828.249390 + Penalty 41854.674005 = -96111973.575385 nChanged 731727 Iteration 1F (5995.949830 sec): 20 clusters Score: Raw -98553201.556489 + Penalty 41854.674005 = -98511346.882484 nChanged 249498 Deleting Class 4 (886 points): Lose 1871.411435 but Gain 2202.877579 Iteration 2F (6004.842658 sec): 19 clusters Score: Raw -98913079.153641 + Penalty 39651.796426 = -98873427.357215 nChanged 135347 Iteration 3F (6013.334390 sec): 19 clusters Score: Raw -99114074.568442 + Penalty 39651.796426 = -99074422.772016 nChanged 81017 Iteration 4F (6021.833819 sec): 19 clusters Score: Raw -99223036.681000 + Penalty 39651.796426 = -99183384.884574 nChanged 48545 Iteration 5F (6030.229060 sec): 19 clusters Score: Raw -99282685.965632 + Penalty 39651.796426 = -99243034.169205 nChanged 33247 Iteration 6Q (6035.179527 sec): 19 clusters Score: Raw -99317715.426426 + Penalty 39651.796426 = -99278063.630000 nChanged 25282 Iteration 7Q (6039.871877 sec): 19 clusters Score: Raw -99346785.446179 + Penalty 39651.796426 = -99307133.649752 nChanged 22104 Iteration 8Q (6044.444292 sec): 19 clusters Score: Raw -99366152.201104 + Penalty 39651.796426 = -99326500.404677 nChanged 19363 Iteration 9Q (6048.841995 sec): 19 clusters Score: Raw -99379556.753995 + Penalty 39651.796426 = -99339904.957569 nChanged 16621 Iteration 10Q (6053.353495 sec): 19 clusters Score: Raw -99389007.860376 + Penalty 39651.796426 = -99349356.063950 nChanged 14655 Iteration 11Q (6057.565149 sec): 19 clusters Score: Raw -99396705.351763 + Penalty 39651.796426 = -99357053.555337 nChanged 13959 Iteration 12Q (6061.897284 sec): 19 clusters Score: Raw -99403853.658092 + Penalty 39651.796426 = -99364201.861666 nChanged 13851 Iteration 13Q (6066.176494 sec): 19 clusters Score: Raw -99411318.235331 + Penalty 39651.796426 = -99371666.438905 nChanged 14379 Iteration 14Q (6070.437855 sec): 19 clusters Score: Raw -99419329.447239 + Penalty 39651.796426 = -99379677.650813 nChanged 15497 Iteration 15Q (6074.837728 sec): 19 clusters Score: Raw -99427399.607716 + Penalty 39651.796426 = -99387747.811290 nChanged 16221 Iteration 16Q (6078.835966 sec): 19 clusters Score: Raw -99435351.588243 + Penalty 39651.796426 = -99395699.791817 nChanged 17326 Iteration 17Q (6083.023244 sec): 19 clusters Score: Raw -99443775.390340 + Penalty 39651.796426 = -99404123.593914 nChanged 18465 Iteration 18Q (6087.125528 sec): 19 clusters Score: Raw -99452921.334244 + Penalty 39651.796426 = -99413269.537818 nChanged 19675 Iteration 19Q (6091.548665 sec): 19 clusters Score: Raw -99462797.706019 + Penalty 39651.796426 = -99423145.909593 nChanged 20496 Writing temp clu file Because OldScore, -99413269.537818, is greater than current (better) Score,-99423145.909593 Compute initial score before splitting: Score: Raw -99462797.706019 + Penalty 39651.796426 = -99423145.909593 Trying to split cluster 1 (3698 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6091.742809 sec): 2 clusters Score: Raw -493792.245100 + Penalty 1335.026454 = -492457.218646 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6091.795700 sec): 3 clusters Score: Raw -491936.472248 + Penalty 2670.052909 = -489266.419339 nChanged 1471 SP:Iteration 1F (6091.837587 sec): 3 clusters Score: Raw -492806.241260 + Penalty 2670.052909 = -490136.188351 nChanged 295 SP:Iteration 2F (6091.897345 sec): 3 clusters Score: Raw -492992.889322 + Penalty 2670.052909 = -490322.836413 nChanged 212 SP:Iteration 3F (6091.946629 sec): 3 clusters Score: Raw -493130.705466 + Penalty 2670.052909 = -490460.652557 nChanged 175 SP:Iteration 4Q (6092.001937 sec): 3 clusters Score: Raw -493251.903100 + Penalty 2670.052909 = -490581.850191 nChanged 155 SP:Iteration 5Q (6092.051930 sec): 3 clusters Score: Raw -493347.909407 + Penalty 2670.052909 = -490677.856498 nChanged 130 SP:Iteration 6Q (6092.099038 sec): 3 clusters Score: Raw -493418.942185 + Penalty 2670.052909 = -490748.889276 nChanged 112 SP:Iteration 7Q (6092.141873 sec): 3 clusters Score: Raw -493481.050737 + Penalty 2670.052909 = -490810.997828 nChanged 99 SP:Iteration 8Q (6092.208327 sec): 3 clusters Score: Raw -493545.322854 + Penalty 2670.052909 = -490875.269945 nChanged 106 SP:Iteration 9Q (6092.259717 sec): 3 clusters Score: Raw -493606.084473 + Penalty 2670.052909 = -490936.031564 nChanged 83 SP:Iteration 10Q (6092.306275 sec): 3 clusters Score: Raw -493650.250640 + Penalty 2670.052909 = -490980.197731 nChanged 74 SP:Iteration 11Q (6092.347930 sec): 3 clusters Score: Raw -493698.250626 + Penalty 2670.052909 = -491028.197717 nChanged 79 SP:Iteration 12Q (6092.398699 sec): 3 clusters Score: Raw -493739.340817 + Penalty 2670.052909 = -491069.287908 nChanged 68 SP:Iteration 13Q (6092.456849 sec): 3 clusters Score: Raw -493778.604959 + Penalty 2670.052909 = -491108.552050 nChanged 64 SP:Iteration 14Q (6092.498138 sec): 3 clusters Score: Raw -493815.663568 + Penalty 2670.052909 = -491145.610659 nChanged 55 SP:Iteration 15Q (6092.548027 sec): 3 clusters Score: Raw -493845.446286 + Penalty 2670.052909 = -491175.393377 nChanged 37 SP:Iteration 16Q (6092.601842 sec): 3 clusters Score: Raw -493861.834754 + Penalty 2670.052909 = -491191.781845 nChanged 28 SP:Iteration 17Q (6092.652958 sec): 3 clusters Score: Raw -493877.002276 + Penalty 2670.052909 = -491206.949367 nChanged 19 SP:Iteration 18Q (6092.703178 sec): 3 clusters Score: Raw -493890.357357 + Penalty 2670.052909 = -491220.304448 nChanged 23 SP:Iteration 19Q (6092.746251 sec): 3 clusters Score: Raw -493907.080803 + Penalty 2670.052909 = -491237.027895 nChanged 23 SP:Iteration 20F (6092.802614 sec): 3 clusters Score: Raw -493919.700394 + Penalty 2670.052909 = -491249.647485 nChanged 23 SP:Iteration 21Q (6092.850743 sec): 3 clusters Score: Raw -493930.200179 + Penalty 2670.052909 = -491260.147270 nChanged 19 SP:Iteration 22Q (6092.895001 sec): 3 clusters Score: Raw -493936.165120 + Penalty 2670.052909 = -491266.112212 nChanged 13 SP:Iteration 23Q (6092.943542 sec): 3 clusters Score: Raw -493940.807781 + Penalty 2670.052909 = -491270.754872 nChanged 11 SP:Iteration 24Q (6092.979248 sec): 3 clusters Score: Raw -493945.956888 + Penalty 2670.052909 = -491275.903979 nChanged 11 SP:Iteration 25Q (6093.023556 sec): 3 clusters Score: Raw -493950.797497 + Penalty 2670.052909 = -491280.744588 nChanged 12 SP:Iteration 26Q (6093.068912 sec): 3 clusters Score: Raw -493955.726797 + Penalty 2670.052909 = -491285.673888 nChanged 9 SP:Iteration 27Q (6093.118985 sec): 3 clusters Score: Raw -493958.679583 + Penalty 2670.052909 = -491288.626674 nChanged 5 SP:Iteration 28Q (6093.153845 sec): 3 clusters Score: Raw -493960.707381 + Penalty 2670.052909 = -491290.654472 nChanged 7 SP:Iteration 29Q (6093.195284 sec): 3 clusters Score: Raw -493962.940852 + Penalty 2670.052909 = -491292.887943 nChanged 5 SP:Iteration 30Q (6093.241188 sec): 3 clusters Score: Raw -493964.638721 + Penalty 2670.052909 = -491294.585812 nChanged 5 SP:Iteration 31Q (6093.293049 sec): 3 clusters Score: Raw -493966.187029 + Penalty 2670.052909 = -491296.134121 nChanged 3 SP:Iteration 32Q (6093.348971 sec): 3 clusters Score: Raw -493967.160557 + Penalty 2670.052909 = -491297.107648 nChanged 1 SP:Iteration 33Q (6093.390470 sec): 3 clusters Score: Raw -493967.661290 + Penalty 2670.052909 = -491297.608381 nChanged 0 SP:Iteration 34F (6093.443913 sec): 3 clusters Score: Raw -493967.661290 + Penalty 2670.052909 = -491297.608381 nChanged 0 Trying to split cluster 2 (5240 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6093.470276 sec): 2 clusters Score: Raw -670635.574799 + Penalty 1391.662476 = -669243.912323 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6093.521683 sec): 3 clusters Score: Raw -667926.622482 + Penalty 2783.324953 = -665143.297529 nChanged 2090 SP:Iteration 1F (6093.572311 sec): 3 clusters Score: Raw -669073.542317 + Penalty 2783.324953 = -666290.217365 nChanged 411 SP:Iteration 2F (6093.623033 sec): 3 clusters Score: Raw -669354.320179 + Penalty 2783.324953 = -666570.995226 nChanged 348 SP:Iteration 3F (6093.686917 sec): 3 clusters Score: Raw -669604.205274 + Penalty 2783.324953 = -666820.880321 nChanged 306 SP:Iteration 4F (6093.738727 sec): 3 clusters Score: Raw -669831.753367 + Penalty 2783.324953 = -667048.428414 nChanged 265 SP:Iteration 5F (6093.780106 sec): 3 clusters Score: Raw -670014.669770 + Penalty 2783.324953 = -667231.344817 nChanged 254 SP:Iteration 6Q (6093.843148 sec): 3 clusters Score: Raw -670249.763398 + Penalty 2783.324953 = -667466.438445 nChanged 275 SP:Iteration 7F (6093.888963 sec): 3 clusters Score: Raw -670482.688198 + Penalty 2783.324953 = -667699.363245 nChanged 239 SP:Iteration 8Q (6093.946945 sec): 3 clusters Score: Raw -670684.640576 + Penalty 2783.324953 = -667901.315623 nChanged 235 SP:Iteration 9Q (6094.001940 sec): 3 clusters Score: Raw -670835.571893 + Penalty 2783.324953 = -668052.246941 nChanged 169 SP:Iteration 10Q (6094.062931 sec): 3 clusters Score: Raw -670929.053298 + Penalty 2783.324953 = -668145.728346 nChanged 123 SP:Iteration 11Q (6094.103587 sec): 3 clusters Score: Raw -670990.397660 + Penalty 2783.324953 = -668207.072708 nChanged 95 SP:Iteration 12Q (6094.156930 sec): 3 clusters Score: Raw -671031.247249 + Penalty 2783.324953 = -668247.922296 nChanged 79 SP:Iteration 13Q (6094.213099 sec): 3 clusters Score: Raw -671065.222623 + Penalty 2783.324953 = -668281.897671 nChanged 55 SP:Iteration 14Q (6094.269575 sec): 3 clusters Score: Raw -671085.883949 + Penalty 2783.324953 = -668302.558996 nChanged 50 SP:Iteration 15Q (6094.325738 sec): 3 clusters Score: Raw -671105.273137 + Penalty 2783.324953 = -668321.948184 nChanged 34 SP:Iteration 16Q (6094.377588 sec): 3 clusters Score: Raw -671114.381617 + Penalty 2783.324953 = -668331.056664 nChanged 20 SP:Iteration 17Q (6094.433579 sec): 3 clusters Score: Raw -671118.934952 + Penalty 2783.324953 = -668335.610000 nChanged 18 SP:Iteration 18Q (6094.492634 sec): 3 clusters Score: Raw -671123.714688 + Penalty 2783.324953 = -668340.389735 nChanged 15 SP:Iteration 19Q (6094.534482 sec): 3 clusters Score: Raw -671127.619577 + Penalty 2783.324953 = -668344.294624 nChanged 17 SP:Iteration 20F (6094.586566 sec): 3 clusters Score: Raw -671131.380210 + Penalty 2783.324953 = -668348.055258 nChanged 12 SP:Iteration 21Q (6094.649024 sec): 3 clusters Score: Raw -671134.164118 + Penalty 2783.324953 = -668350.839166 nChanged 14 SP:Iteration 22Q (6094.694017 sec): 3 clusters Score: Raw -671137.775538 + Penalty 2783.324953 = -668354.450586 nChanged 10 SP:Iteration 23Q (6094.742224 sec): 3 clusters Score: Raw -671141.207024 + Penalty 2783.324953 = -668357.882072 nChanged 10 SP:Iteration 24Q (6094.793940 sec): 3 clusters Score: Raw -671143.947476 + Penalty 2783.324953 = -668360.622523 nChanged 15 SP:Iteration 25Q (6094.849753 sec): 3 clusters Score: Raw -671148.453482 + Penalty 2783.324953 = -668365.128529 nChanged 11 SP:Iteration 26Q (6094.901469 sec): 3 clusters Score: Raw -671150.124163 + Penalty 2783.324953 = -668366.799210 nChanged 10 SP:Iteration 27Q (6094.954530 sec): 3 clusters Score: Raw -671151.712746 + Penalty 2783.324953 = -668368.387794 nChanged 6 SP:Iteration 28Q (6095.015137 sec): 3 clusters Score: Raw -671152.731248 + Penalty 2783.324953 = -668369.406295 nChanged 5 SP:Iteration 29Q (6095.065342 sec): 3 clusters Score: Raw -671153.925502 + Penalty 2783.324953 = -668370.600549 nChanged 5 SP:Iteration 30Q (6095.123777 sec): 3 clusters Score: Raw -671154.684273 + Penalty 2783.324953 = -668371.359321 nChanged 1 SP:Iteration 31Q (6095.182138 sec): 3 clusters Score: Raw -671154.769559 + Penalty 2783.324953 = -668371.444606 nChanged 0 SP:Iteration 32F (6095.225879 sec): 3 clusters Score: Raw -671154.769559 + Penalty 2783.324953 = -668371.444606 nChanged 0 Trying to split cluster 3 (15457 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6095.269195 sec): 2 clusters Score: Raw -2078816.877447 + Penalty 1567.445304 = -2077249.432143 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6095.346366 sec): 3 clusters Score: Raw -2069693.842734 + Penalty 3134.890608 = -2066558.952126 nChanged 6816 SP:Iteration 1F (6095.412406 sec): 3 clusters Score: Raw -2073434.454303 + Penalty 3134.890608 = -2070299.563696 nChanged 901 SP:Iteration 2F (6095.477261 sec): 3 clusters Score: Raw -2073809.251682 + Penalty 3134.890608 = -2070674.361074 nChanged 796 SP:Iteration 3F (6095.551750 sec): 3 clusters Score: Raw -2074170.098319 + Penalty 3134.890608 = -2071035.207712 nChanged 780 SP:Iteration 4F (6095.628598 sec): 3 clusters Score: Raw -2074594.958234 + Penalty 3134.890608 = -2071460.067626 nChanged 843 SP:Iteration 5F (6095.697374 sec): 3 clusters Score: Raw -2075145.368659 + Penalty 3134.890608 = -2072010.478051 nChanged 901 SP:Iteration 6F (6095.775128 sec): 3 clusters Score: Raw -2075876.464940 + Penalty 3134.890608 = -2072741.574333 nChanged 916 SP:Iteration 7F (6095.839279 sec): 3 clusters Score: Raw -2076790.630634 + Penalty 3134.890608 = -2073655.740026 nChanged 876 SP:Iteration 8F (6095.908265 sec): 3 clusters Score: Raw -2077742.898029 + Penalty 3134.890608 = -2074608.007421 nChanged 691 SP:Iteration 9Q (6095.983584 sec): 3 clusters Score: Raw -2078384.082381 + Penalty 3134.890608 = -2075249.191773 nChanged 612 SP:Iteration 10Q (6096.053338 sec): 3 clusters Score: Raw -2078833.988810 + Penalty 3134.890608 = -2075699.098202 nChanged 429 SP:Iteration 11Q (6096.109342 sec): 3 clusters Score: Raw -2079103.735540 + Penalty 3134.890608 = -2075968.844932 nChanged 351 SP:Iteration 12Q (6096.177352 sec): 3 clusters Score: Raw -2079278.270334 + Penalty 3134.890608 = -2076143.379726 nChanged 264 SP:Iteration 13Q (6096.244331 sec): 3 clusters Score: Raw -2079384.920957 + Penalty 3134.890608 = -2076250.030349 nChanged 205 SP:Iteration 14Q (6096.320062 sec): 3 clusters Score: Raw -2079462.960230 + Penalty 3134.890608 = -2076328.069623 nChanged 172 SP:Iteration 15Q (6096.383155 sec): 3 clusters Score: Raw -2079526.529889 + Penalty 3134.890608 = -2076391.639282 nChanged 157 SP:Iteration 16Q (6096.455245 sec): 3 clusters Score: Raw -2079574.890035 + Penalty 3134.890608 = -2076439.999428 nChanged 145 SP:Iteration 17Q (6096.525040 sec): 3 clusters Score: Raw -2079617.838156 + Penalty 3134.890608 = -2076482.947549 nChanged 129 SP:Iteration 18Q (6096.591089 sec): 3 clusters Score: Raw -2079653.606689 + Penalty 3134.890608 = -2076518.716081 nChanged 115 SP:Iteration 19Q (6096.656292 sec): 3 clusters Score: Raw -2079686.222647 + Penalty 3134.890608 = -2076551.332039 nChanged 116 SP:Iteration 20F (6096.715205 sec): 3 clusters Score: Raw -2079718.360428 + Penalty 3134.890608 = -2076583.469820 nChanged 86 SP:Iteration 21Q (6096.792882 sec): 3 clusters Score: Raw -2079741.000233 + Penalty 3134.890608 = -2076606.109625 nChanged 87 SP:Iteration 22Q (6096.848002 sec): 3 clusters Score: Raw -2079760.245695 + Penalty 3134.890608 = -2076625.355087 nChanged 74 SP:Iteration 23Q (6096.924991 sec): 3 clusters Score: Raw -2079775.387872 + Penalty 3134.890608 = -2076640.497265 nChanged 46 SP:Iteration 24Q (6096.983562 sec): 3 clusters Score: Raw -2079785.994478 + Penalty 3134.890608 = -2076651.103870 nChanged 50 SP:Iteration 25Q (6097.045228 sec): 3 clusters Score: Raw -2079795.797440 + Penalty 3134.890608 = -2076660.906833 nChanged 45 SP:Iteration 26Q (6097.104387 sec): 3 clusters Score: Raw -2079804.231419 + Penalty 3134.890608 = -2076669.340812 nChanged 49 SP:Iteration 27Q (6097.169168 sec): 3 clusters Score: Raw -2079812.470905 + Penalty 3134.890608 = -2076677.580297 nChanged 37 SP:Iteration 28Q (6097.242171 sec): 3 clusters Score: Raw -2079818.778721 + Penalty 3134.890608 = -2076683.888114 nChanged 50 SP:Iteration 29Q (6097.299874 sec): 3 clusters Score: Raw -2079827.029506 + Penalty 3134.890608 = -2076692.138899 nChanged 53 SP:Iteration 30Q (6097.359817 sec): 3 clusters Score: Raw -2079835.555541 + Penalty 3134.890608 = -2076700.664933 nChanged 39 SP:Iteration 31Q (6097.420447 sec): 3 clusters Score: Raw -2079842.320427 + Penalty 3134.890608 = -2076707.429819 nChanged 52 SP:Iteration 32Q (6097.480639 sec): 3 clusters Score: Raw -2079851.586882 + Penalty 3134.890608 = -2076716.696274 nChanged 54 SP:Iteration 33Q (6097.554289 sec): 3 clusters Score: Raw -2079860.808095 + Penalty 3134.890608 = -2076725.917488 nChanged 52 SP:Iteration 34Q (6097.617715 sec): 3 clusters Score: Raw -2079869.344672 + Penalty 3134.890608 = -2076734.454064 nChanged 44 SP:Iteration 35Q (6097.675791 sec): 3 clusters Score: Raw -2079877.451675 + Penalty 3134.890608 = -2076742.561068 nChanged 57 SP:Iteration 36Q (6097.742278 sec): 3 clusters Score: Raw -2079887.576934 + Penalty 3134.890608 = -2076752.686326 nChanged 44 SP:Iteration 37Q (6097.811380 sec): 3 clusters Score: Raw -2079895.155907 + Penalty 3134.890608 = -2076760.265299 nChanged 38 SP:Iteration 38Q (6097.875722 sec): 3 clusters Score: Raw -2079900.569099 + Penalty 3134.890608 = -2076765.678491 nChanged 25 SP:Iteration 39Q (6097.948575 sec): 3 clusters Score: Raw -2079904.276324 + Penalty 3134.890608 = -2076769.385717 nChanged 23 SP:Iteration 40F (6098.021049 sec): 3 clusters Score: Raw -2079906.930930 + Penalty 3134.890608 = -2076772.040322 nChanged 17 SP:Iteration 41Q (6098.091997 sec): 3 clusters Score: Raw -2079908.570571 + Penalty 3134.890608 = -2076773.679963 nChanged 14 SP:Iteration 42Q (6098.170436 sec): 3 clusters Score: Raw -2079910.246065 + Penalty 3134.890608 = -2076775.355457 nChanged 11 SP:Iteration 43Q (6098.235087 sec): 3 clusters Score: Raw -2079911.509585 + Penalty 3134.890608 = -2076776.618978 nChanged 10 SP:Iteration 44Q (6098.306648 sec): 3 clusters Score: Raw -2079912.795459 + Penalty 3134.890608 = -2076777.904851 nChanged 19 SP:Iteration 45Q (6098.377390 sec): 3 clusters Score: Raw -2079915.403178 + Penalty 3134.890608 = -2076780.512570 nChanged 21 SP:Iteration 46Q (6098.436091 sec): 3 clusters Score: Raw -2079918.664202 + Penalty 3134.890608 = -2076783.773595 nChanged 20 SP:Iteration 47Q (6098.516203 sec): 3 clusters Score: Raw -2079921.011412 + Penalty 3134.890608 = -2076786.120804 nChanged 22 SP:Iteration 48Q (6098.583887 sec): 3 clusters Score: Raw -2079923.499838 + Penalty 3134.890608 = -2076788.609230 nChanged 21 SP:Iteration 49Q (6098.655328 sec): 3 clusters Score: Raw -2079926.204609 + Penalty 3134.890608 = -2076791.314001 nChanged 21 SP:Iteration 50Q (6098.720872 sec): 3 clusters Score: Raw -2079928.822498 + Penalty 3134.890608 = -2076793.931890 nChanged 17 SP:Iteration 51Q (6098.779692 sec): 3 clusters Score: Raw -2079930.971398 + Penalty 3134.890608 = -2076796.080790 nChanged 11 SP:Iteration 52Q (6098.856381 sec): 3 clusters Score: Raw -2079932.365668 + Penalty 3134.890608 = -2076797.475060 nChanged 15 SP:Iteration 53Q (6098.914373 sec): 3 clusters Score: Raw -2079934.393274 + Penalty 3134.890608 = -2076799.502667 nChanged 15 SP:Iteration 54Q (6098.987768 sec): 3 clusters Score: Raw -2079936.383941 + Penalty 3134.890608 = -2076801.493334 nChanged 16 SP:Iteration 55Q (6099.046500 sec): 3 clusters Score: Raw -2079938.452217 + Penalty 3134.890608 = -2076803.561610 nChanged 11 SP:Iteration 56Q (6099.112912 sec): 3 clusters Score: Raw -2079939.720496 + Penalty 3134.890608 = -2076804.829888 nChanged 9 SP:Iteration 57Q (6099.187219 sec): 3 clusters Score: Raw -2079940.809020 + Penalty 3134.890608 = -2076805.918413 nChanged 8 SP:Iteration 58Q (6099.241723 sec): 3 clusters Score: Raw -2079941.781326 + Penalty 3134.890608 = -2076806.890718 nChanged 9 SP:Iteration 59Q (6099.309837 sec): 3 clusters Score: Raw -2079942.919853 + Penalty 3134.890608 = -2076808.029245 nChanged 8 SP:Iteration 60F (6099.379390 sec): 3 clusters Score: Raw -2079943.493959 + Penalty 3134.890608 = -2076808.603352 nChanged 4 SP:Iteration 61Q (6099.445721 sec): 3 clusters Score: Raw -2079943.837839 + Penalty 3134.890608 = -2076808.947231 nChanged 4 SP:Iteration 62Q (6099.528379 sec): 3 clusters Score: Raw -2079944.353354 + Penalty 3134.890608 = -2076809.462746 nChanged 5 SP:Iteration 63Q (6099.590030 sec): 3 clusters Score: Raw -2079944.747242 + Penalty 3134.890608 = -2076809.856635 nChanged 0 SP:Iteration 64F (6099.674223 sec): 3 clusters Score: Raw -2079944.747242 + Penalty 3134.890608 = -2076809.856635 nChanged 0 Trying to split cluster 5 (8000 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6099.708663 sec): 2 clusters Score: Raw -1047785.066386 + Penalty 1460.419483 = -1046324.646903 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6099.772067 sec): 3 clusters Score: Raw -1043354.144543 + Penalty 2920.838967 = -1040433.305576 nChanged 3408 SP:Iteration 1F (6099.838294 sec): 3 clusters Score: Raw -1045229.463976 + Penalty 2920.838967 = -1042308.625010 nChanged 516 SP:Iteration 2F (6099.899395 sec): 3 clusters Score: Raw -1045495.635459 + Penalty 2920.838967 = -1042574.796492 nChanged 450 SP:Iteration 3F (6099.957977 sec): 3 clusters Score: Raw -1045740.551396 + Penalty 2920.838967 = -1042819.712430 nChanged 426 SP:Iteration 4F (6100.010110 sec): 3 clusters Score: Raw -1046017.709634 + Penalty 2920.838967 = -1043096.870668 nChanged 437 SP:Iteration 5F (6100.081498 sec): 3 clusters Score: Raw -1046294.104967 + Penalty 2920.838967 = -1043373.266001 nChanged 427 SP:Iteration 6F (6100.141732 sec): 3 clusters Score: Raw -1046618.631300 + Penalty 2920.838967 = -1043697.792333 nChanged 460 SP:Iteration 7F (6100.203498 sec): 3 clusters Score: Raw -1047023.171418 + Penalty 2920.838967 = -1044102.332451 nChanged 429 SP:Iteration 8F (6100.257506 sec): 3 clusters Score: Raw -1047373.757753 + Penalty 2920.838967 = -1044452.918787 nChanged 363 SP:Iteration 9Q (6100.325428 sec): 3 clusters Score: Raw -1047621.069774 + Penalty 2920.838967 = -1044700.230807 nChanged 226 SP:Iteration 10Q (6100.388175 sec): 3 clusters Score: Raw -1047752.773359 + Penalty 2920.838967 = -1044831.934393 nChanged 169 SP:Iteration 11Q (6100.453327 sec): 3 clusters Score: Raw -1047830.713804 + Penalty 2920.838967 = -1044909.874837 nChanged 119 SP:Iteration 12Q (6100.515865 sec): 3 clusters Score: Raw -1047885.283363 + Penalty 2920.838967 = -1044964.444396 nChanged 88 SP:Iteration 13Q (6100.583457 sec): 3 clusters Score: Raw -1047926.201828 + Penalty 2920.838967 = -1045005.362861 nChanged 75 SP:Iteration 14Q (6100.634225 sec): 3 clusters Score: Raw -1047956.541721 + Penalty 2920.838967 = -1045035.702754 nChanged 72 SP:Iteration 15Q (6100.689397 sec): 3 clusters Score: Raw -1047990.386850 + Penalty 2920.838967 = -1045069.547883 nChanged 86 SP:Iteration 16Q (6100.753247 sec): 3 clusters Score: Raw -1048032.849731 + Penalty 2920.838967 = -1045112.010764 nChanged 72 SP:Iteration 17Q (6100.797220 sec): 3 clusters Score: Raw -1048063.285816 + Penalty 2920.838967 = -1045142.446849 nChanged 65 SP:Iteration 18Q (6100.859596 sec): 3 clusters Score: Raw -1048096.683310 + Penalty 2920.838967 = -1045175.844344 nChanged 55 SP:Iteration 19Q (6100.913146 sec): 3 clusters Score: Raw -1048122.288001 + Penalty 2920.838967 = -1045201.449034 nChanged 47 SP:Iteration 20F (6100.957861 sec): 3 clusters Score: Raw -1048142.223463 + Penalty 2920.838967 = -1045221.384497 nChanged 36 SP:Iteration 21Q (6101.020881 sec): 3 clusters Score: Raw -1048158.808065 + Penalty 2920.838967 = -1045237.969099 nChanged 33 SP:Iteration 22Q (6101.079056 sec): 3 clusters Score: Raw -1048170.861112 + Penalty 2920.838967 = -1045250.022145 nChanged 33 SP:Iteration 23Q (6101.135238 sec): 3 clusters Score: Raw -1048181.522354 + Penalty 2920.838967 = -1045260.683387 nChanged 23 SP:Iteration 24Q (6101.185809 sec): 3 clusters Score: Raw -1048187.603537 + Penalty 2920.838967 = -1045266.764571 nChanged 15 SP:Iteration 25Q (6101.256266 sec): 3 clusters Score: Raw -1048191.714757 + Penalty 2920.838967 = -1045270.875790 nChanged 14 SP:Iteration 26Q (6101.311165 sec): 3 clusters Score: Raw -1048195.920733 + Penalty 2920.838967 = -1045275.081767 nChanged 14 SP:Iteration 27Q (6101.359884 sec): 3 clusters Score: Raw -1048199.651462 + Penalty 2920.838967 = -1045278.812495 nChanged 13 SP:Iteration 28Q (6101.413233 sec): 3 clusters Score: Raw -1048203.087933 + Penalty 2920.838967 = -1045282.248966 nChanged 11 SP:Iteration 29Q (6101.483212 sec): 3 clusters Score: Raw -1048206.550557 + Penalty 2920.838967 = -1045285.711590 nChanged 10 SP:Iteration 30Q (6101.539413 sec): 3 clusters Score: Raw -1048209.504995 + Penalty 2920.838967 = -1045288.666029 nChanged 11 SP:Iteration 31Q (6101.584737 sec): 3 clusters Score: Raw -1048212.264925 + Penalty 2920.838967 = -1045291.425959 nChanged 6 SP:Iteration 32Q (6101.637650 sec): 3 clusters Score: Raw -1048213.488952 + Penalty 2920.838967 = -1045292.649985 nChanged 7 SP:Iteration 33Q (6101.705216 sec): 3 clusters Score: Raw -1048215.272631 + Penalty 2920.838967 = -1045294.433664 nChanged 5 SP:Iteration 34Q (6101.758855 sec): 3 clusters Score: Raw -1048216.483979 + Penalty 2920.838967 = -1045295.645012 nChanged 3 SP:Iteration 35Q (6101.815496 sec): 3 clusters Score: Raw -1048217.298401 + Penalty 2920.838967 = -1045296.459434 nChanged 3 SP:Iteration 36Q (6101.872936 sec): 3 clusters Score: Raw -1048218.450225 + Penalty 2920.838967 = -1045297.611259 nChanged 3 SP:Iteration 37Q (6101.920211 sec): 3 clusters Score: Raw -1048219.668768 + Penalty 2920.838967 = -1045298.829801 nChanged 3 SP:Iteration 38Q (6101.979407 sec): 3 clusters Score: Raw -1048220.621853 + Penalty 2920.838967 = -1045299.782886 nChanged 2 SP:Iteration 39Q (6102.049280 sec): 3 clusters Score: Raw -1048221.387833 + Penalty 2920.838967 = -1045300.548867 nChanged 0 SP:Iteration 40F (6102.107591 sec): 3 clusters Score: Raw -1048221.387833 + Penalty 2920.838967 = -1045300.548867 nChanged 0 Trying to split cluster 6 (4280 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6102.133141 sec): 2 clusters Score: Raw -550135.169722 + Penalty 1358.777597 = -548776.392125 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6102.192974 sec): 3 clusters Score: Raw -547996.509167 + Penalty 2717.555194 = -545278.953973 nChanged 1684 SP:Iteration 1F (6102.248001 sec): 3 clusters Score: Raw -549151.225455 + Penalty 2717.555194 = -546433.670261 nChanged 363 SP:Iteration 2F (6102.299915 sec): 3 clusters Score: Raw -549409.913002 + Penalty 2717.555194 = -546692.357808 nChanged 263 SP:Iteration 3F (6102.358923 sec): 3 clusters Score: Raw -549604.892275 + Penalty 2717.555194 = -546887.337081 nChanged 207 SP:Iteration 4Q (6102.412297 sec): 3 clusters Score: Raw -549780.386395 + Penalty 2717.555194 = -547062.831201 nChanged 185 SP:Iteration 5Q (6102.471202 sec): 3 clusters Score: Raw -549940.859418 + Penalty 2717.555194 = -547223.304224 nChanged 171 SP:Iteration 6Q (6102.521077 sec): 3 clusters Score: Raw -550073.805776 + Penalty 2717.555194 = -547356.250582 nChanged 162 SP:Iteration 7Q (6102.572572 sec): 3 clusters Score: Raw -550184.453658 + Penalty 2717.555194 = -547466.898465 nChanged 121 SP:Iteration 8Q (6102.623180 sec): 3 clusters Score: Raw -550270.343171 + Penalty 2717.555194 = -547552.787977 nChanged 110 SP:Iteration 9Q (6102.671825 sec): 3 clusters Score: Raw -550357.763241 + Penalty 2717.555194 = -547640.208047 nChanged 103 SP:Iteration 10Q (6102.721302 sec): 3 clusters Score: Raw -550455.408603 + Penalty 2717.555194 = -547737.853410 nChanged 88 SP:Iteration 11Q (6102.765516 sec): 3 clusters Score: Raw -550529.735631 + Penalty 2717.555194 = -547812.180437 nChanged 72 SP:Iteration 12Q (6102.802571 sec): 3 clusters Score: Raw -550583.941305 + Penalty 2717.555194 = -547866.386111 nChanged 59 SP:Iteration 13Q (6102.850047 sec): 3 clusters Score: Raw -550626.674667 + Penalty 2717.555194 = -547909.119474 nChanged 48 SP:Iteration 14Q (6102.909177 sec): 3 clusters Score: Raw -550667.804224 + Penalty 2717.555194 = -547950.249030 nChanged 55 SP:Iteration 15Q (6102.949944 sec): 3 clusters Score: Raw -550707.186894 + Penalty 2717.555194 = -547989.631700 nChanged 45 SP:Iteration 16Q (6102.992242 sec): 3 clusters Score: Raw -550734.179254 + Penalty 2717.555194 = -548016.624060 nChanged 31 SP:Iteration 17Q (6103.051211 sec): 3 clusters Score: Raw -550747.929447 + Penalty 2717.555194 = -548030.374253 nChanged 21 SP:Iteration 18Q (6103.102321 sec): 3 clusters Score: Raw -550757.687189 + Penalty 2717.555194 = -548040.131995 nChanged 18 SP:Iteration 19Q (6103.152710 sec): 3 clusters Score: Raw -550765.113150 + Penalty 2717.555194 = -548047.557956 nChanged 18 SP:Iteration 20F (6103.194130 sec): 3 clusters Score: Raw -550771.251947 + Penalty 2717.555194 = -548053.696753 nChanged 13 SP:Iteration 21Q (6103.241631 sec): 3 clusters Score: Raw -550775.008299 + Penalty 2717.555194 = -548057.453106 nChanged 8 SP:Iteration 22Q (6103.288005 sec): 3 clusters Score: Raw -550777.309447 + Penalty 2717.555194 = -548059.754253 nChanged 6 SP:Iteration 23Q (6103.333267 sec): 3 clusters Score: Raw -550779.220423 + Penalty 2717.555194 = -548061.665229 nChanged 3 SP:Iteration 24Q (6103.385774 sec): 3 clusters Score: Raw -550779.952246 + Penalty 2717.555194 = -548062.397052 nChanged 5 SP:Iteration 25Q (6103.425532 sec): 3 clusters Score: Raw -550780.839763 + Penalty 2717.555194 = -548063.284570 nChanged 1 SP:Iteration 26Q (6103.481924 sec): 3 clusters Score: Raw -550781.094520 + Penalty 2717.555194 = -548063.539326 nChanged 1 SP:Iteration 27Q (6103.523453 sec): 3 clusters Score: Raw -550781.402294 + Penalty 2717.555194 = -548063.847101 nChanged 0 SP:Iteration 28F (6103.575900 sec): 3 clusters Score: Raw -550781.402294 + Penalty 2717.555194 = -548063.847101 nChanged 0 Trying to split cluster 7 (99196 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6103.738446 sec): 2 clusters Score: Raw -13247674.308238 + Penalty 1869.538608 = -13245804.769630 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6103.967462 sec): 3 clusters Score: Raw -13183182.341424 + Penalty 3739.077215 = -13179443.264209 nChanged 47312 SP:Iteration 1F (6104.181762 sec): 3 clusters Score: Raw -13210361.098196 + Penalty 3739.077215 = -13206622.020981 nChanged 3435 SP:Iteration 2Q (6104.422077 sec): 3 clusters Score: Raw -13211225.404204 + Penalty 3739.077215 = -13207486.326989 nChanged 3570 SP:Iteration 3Q (6104.657495 sec): 3 clusters Score: Raw -13212260.191949 + Penalty 3739.077215 = -13208521.114734 nChanged 3948 SP:Iteration 4Q (6104.892045 sec): 3 clusters Score: Raw -13213663.579187 + Penalty 3739.077215 = -13209924.501972 nChanged 4633 SP:Iteration 5Q (6105.127187 sec): 3 clusters Score: Raw -13215815.007951 + Penalty 3739.077215 = -13212075.930736 nChanged 5690 SP:Iteration 6F (6105.344089 sec): 3 clusters Score: Raw -13219296.080694 + Penalty 3739.077215 = -13215557.003479 nChanged 6837 SP:Iteration 7F (6105.564123 sec): 3 clusters Score: Raw -13224496.354426 + Penalty 3739.077215 = -13220757.277211 nChanged 7411 SP:Iteration 8F (6105.787305 sec): 3 clusters Score: Raw -13230702.828321 + Penalty 3739.077215 = -13226963.751106 nChanged 6574 SP:Iteration 9F (6105.988871 sec): 3 clusters Score: Raw -13236062.738498 + Penalty 3739.077215 = -13232323.661282 nChanged 4912 SP:Iteration 10Q (6106.192198 sec): 3 clusters Score: Raw -13239339.531226 + Penalty 3739.077215 = -13235600.454011 nChanged 3232 SP:Iteration 11Q (6106.397285 sec): 3 clusters Score: Raw -13241103.141359 + Penalty 3739.077215 = -13237364.064144 nChanged 2297 SP:Iteration 12Q (6106.598364 sec): 3 clusters Score: Raw -13242315.146502 + Penalty 3739.077215 = -13238576.069287 nChanged 2002 SP:Iteration 13Q (6106.793831 sec): 3 clusters Score: Raw -13243348.444770 + Penalty 3739.077215 = -13239609.367555 nChanged 1806 SP:Iteration 14Q (6106.998544 sec): 3 clusters Score: Raw -13244249.378282 + Penalty 3739.077215 = -13240510.301066 nChanged 1592 SP:Iteration 15Q (6107.200893 sec): 3 clusters Score: Raw -13244948.477665 + Penalty 3739.077215 = -13241209.400450 nChanged 1422 SP:Iteration 16Q (6107.386548 sec): 3 clusters Score: Raw -13245537.420322 + Penalty 3739.077215 = -13241798.343107 nChanged 1298 SP:Iteration 17Q (6107.565400 sec): 3 clusters Score: Raw -13246025.834464 + Penalty 3739.077215 = -13242286.757248 nChanged 1164 SP:Iteration 18Q (6107.746198 sec): 3 clusters Score: Raw -13246425.534337 + Penalty 3739.077215 = -13242686.457122 nChanged 1010 SP:Iteration 19Q (6107.939165 sec): 3 clusters Score: Raw -13246739.805036 + Penalty 3739.077215 = -13243000.727820 nChanged 893 SP:Iteration 20F (6108.137705 sec): 3 clusters Score: Raw -13246990.950094 + Penalty 3739.077215 = -13243251.872878 nChanged 820 SP:Iteration 21Q (6108.318705 sec): 3 clusters Score: Raw -13247217.750952 + Penalty 3739.077215 = -13243478.673736 nChanged 760 SP:Iteration 22Q (6108.505697 sec): 3 clusters Score: Raw -13247412.061491 + Penalty 3739.077215 = -13243672.984275 nChanged 701 SP:Iteration 23Q (6108.708759 sec): 3 clusters Score: Raw -13247586.795178 + Penalty 3739.077215 = -13243847.717963 nChanged 651 SP:Iteration 24Q (6108.893256 sec): 3 clusters Score: Raw -13247745.329427 + Penalty 3739.077215 = -13244006.252211 nChanged 613 SP:Iteration 25Q (6109.086107 sec): 3 clusters Score: Raw -13247896.915360 + Penalty 3739.077215 = -13244157.838145 nChanged 591 SP:Iteration 26Q (6109.263554 sec): 3 clusters Score: Raw -13248040.389619 + Penalty 3739.077215 = -13244301.312404 nChanged 562 SP:Iteration 27Q (6109.443991 sec): 3 clusters Score: Raw -13248175.847975 + Penalty 3739.077215 = -13244436.770760 nChanged 506 SP:Iteration 28Q (6109.625155 sec): 3 clusters Score: Raw -13248294.194797 + Penalty 3739.077215 = -13244555.117582 nChanged 488 SP:Iteration 29Q (6109.806944 sec): 3 clusters Score: Raw -13248410.027833 + Penalty 3739.077215 = -13244670.950618 nChanged 468 SP:Iteration 30Q (6109.988317 sec): 3 clusters Score: Raw -13248523.622973 + Penalty 3739.077215 = -13244784.545757 nChanged 460 SP:Iteration 31Q (6110.168534 sec): 3 clusters Score: Raw -13248638.658296 + Penalty 3739.077215 = -13244899.581081 nChanged 434 SP:Iteration 32Q (6110.336646 sec): 3 clusters Score: Raw -13248734.371656 + Penalty 3739.077215 = -13244995.294441 nChanged 375 SP:Iteration 33Q (6110.533621 sec): 3 clusters Score: Raw -13248816.062403 + Penalty 3739.077215 = -13245076.985188 nChanged 326 SP:Iteration 34Q (6110.722303 sec): 3 clusters Score: Raw -13248876.644727 + Penalty 3739.077215 = -13245137.567511 nChanged 299 SP:Iteration 35Q (6110.924229 sec): 3 clusters Score: Raw -13248933.084106 + Penalty 3739.077215 = -13245194.006891 nChanged 282 SP:Iteration 36Q (6111.121382 sec): 3 clusters Score: Raw -13248983.803115 + Penalty 3739.077215 = -13245244.725900 nChanged 289 SP:Iteration 37Q (6111.319952 sec): 3 clusters Score: Raw -13249041.618526 + Penalty 3739.077215 = -13245302.541311 nChanged 287 SP:Iteration 38Q (6111.502786 sec): 3 clusters Score: Raw -13249101.007007 + Penalty 3739.077215 = -13245361.929792 nChanged 260 SP:Iteration 39Q (6111.677059 sec): 3 clusters Score: Raw -13249155.360688 + Penalty 3739.077215 = -13245416.283473 nChanged 276 SP:Iteration 40F (6111.881796 sec): 3 clusters Score: Raw -13249214.491587 + Penalty 3739.077215 = -13245475.414372 nChanged 266 SP:Iteration 41Q (6112.070706 sec): 3 clusters Score: Raw -13249274.079177 + Penalty 3739.077215 = -13245535.001962 nChanged 267 SP:Iteration 42Q (6112.260820 sec): 3 clusters Score: Raw -13249328.938783 + Penalty 3739.077215 = -13245589.861568 nChanged 251 SP:Iteration 43Q (6112.453257 sec): 3 clusters Score: Raw -13249377.045840 + Penalty 3739.077215 = -13245637.968625 nChanged 223 SP:Iteration 44Q (6112.649756 sec): 3 clusters Score: Raw -13249419.771371 + Penalty 3739.077215 = -13245680.694156 nChanged 210 SP:Iteration 45Q (6112.841410 sec): 3 clusters Score: Raw -13249462.369982 + Penalty 3739.077215 = -13245723.292767 nChanged 194 SP:Iteration 46Q (6113.040071 sec): 3 clusters Score: Raw -13249503.147828 + Penalty 3739.077215 = -13245764.070612 nChanged 200 SP:Iteration 47Q (6113.235344 sec): 3 clusters Score: Raw -13249544.356680 + Penalty 3739.077215 = -13245805.279465 nChanged 186 SP:Iteration 48Q (6113.413104 sec): 3 clusters Score: Raw -13249581.243015 + Penalty 3739.077215 = -13245842.165800 nChanged 182 SP:Iteration 49Q (6113.592438 sec): 3 clusters Score: Raw -13249615.588599 + Penalty 3739.077215 = -13245876.511384 nChanged 173 SP:Iteration 50Q (6113.757515 sec): 3 clusters Score: Raw -13249646.260398 + Penalty 3739.077215 = -13245907.183183 nChanged 138 SP:Iteration 51Q (6113.943872 sec): 3 clusters Score: Raw -13249670.670425 + Penalty 3739.077215 = -13245931.593209 nChanged 133 SP:Iteration 52Q (6114.141533 sec): 3 clusters Score: Raw -13249689.558414 + Penalty 3739.077215 = -13245950.481199 nChanged 99 SP:Iteration 53Q (6114.327251 sec): 3 clusters Score: Raw -13249703.443310 + Penalty 3739.077215 = -13245964.366094 nChanged 109 SP:Iteration 54Q (6114.510996 sec): 3 clusters Score: Raw -13249721.142738 + Penalty 3739.077215 = -13245982.065523 nChanged 105 SP:Iteration 55Q (6114.693443 sec): 3 clusters Score: Raw -13249739.423560 + Penalty 3739.077215 = -13246000.346344 nChanged 106 SP:Iteration 56Q (6114.863168 sec): 3 clusters Score: Raw -13249761.056766 + Penalty 3739.077215 = -13246021.979551 nChanged 122 SP:Iteration 57Q (6115.040797 sec): 3 clusters Score: Raw -13249786.983708 + Penalty 3739.077215 = -13246047.906493 nChanged 122 SP:Iteration 58Q (6115.234480 sec): 3 clusters Score: Raw -13249813.795103 + Penalty 3739.077215 = -13246074.717887 nChanged 140 SP:Iteration 59Q (6115.425313 sec): 3 clusters Score: Raw -13249846.260839 + Penalty 3739.077215 = -13246107.183624 nChanged 133 SP:Iteration 60F (6115.654418 sec): 3 clusters Score: Raw -13249875.628748 + Penalty 3739.077215 = -13246136.551533 nChanged 128 SP:Iteration 61Q (6115.826409 sec): 3 clusters Score: Raw -13249901.789988 + Penalty 3739.077215 = -13246162.712773 nChanged 135 SP:Iteration 62Q (6116.010316 sec): 3 clusters Score: Raw -13249929.845863 + Penalty 3739.077215 = -13246190.768648 nChanged 135 SP:Iteration 63Q (6116.193399 sec): 3 clusters Score: Raw -13249963.035794 + Penalty 3739.077215 = -13246223.958578 nChanged 131 SP:Iteration 64Q (6116.374478 sec): 3 clusters Score: Raw -13249995.990649 + Penalty 3739.077215 = -13246256.913434 nChanged 116 SP:Iteration 65Q (6116.548839 sec): 3 clusters Score: Raw -13250021.682114 + Penalty 3739.077215 = -13246282.604898 nChanged 111 SP:Iteration 66Q (6116.723978 sec): 3 clusters Score: Raw -13250050.117795 + Penalty 3739.077215 = -13246311.040580 nChanged 116 SP:Iteration 67Q (6116.910654 sec): 3 clusters Score: Raw -13250081.594206 + Penalty 3739.077215 = -13246342.516990 nChanged 127 SP:Iteration 68Q (6117.087705 sec): 3 clusters Score: Raw -13250119.428256 + Penalty 3739.077215 = -13246380.351041 nChanged 125 SP:Iteration 69Q (6117.273909 sec): 3 clusters Score: Raw -13250161.362508 + Penalty 3739.077215 = -13246422.285292 nChanged 120 SP:Iteration 70Q (6117.456766 sec): 3 clusters Score: Raw -13250202.170172 + Penalty 3739.077215 = -13246463.092957 nChanged 112 SP:Iteration 71Q (6117.651025 sec): 3 clusters Score: Raw -13250237.313452 + Penalty 3739.077215 = -13246498.236237 nChanged 108 SP:Iteration 72Q (6117.832724 sec): 3 clusters Score: Raw -13250267.495809 + Penalty 3739.077215 = -13246528.418594 nChanged 109 SP:Iteration 73Q (6118.012645 sec): 3 clusters Score: Raw -13250303.582513 + Penalty 3739.077215 = -13246564.505298 nChanged 117 SP:Iteration 74Q (6118.185318 sec): 3 clusters Score: Raw -13250349.999945 + Penalty 3739.077215 = -13246610.922730 nChanged 116 SP:Iteration 75Q (6118.358829 sec): 3 clusters Score: Raw -13250399.209221 + Penalty 3739.077215 = -13246660.132006 nChanged 110 SP:Iteration 76Q (6118.532409 sec): 3 clusters Score: Raw -13250442.633820 + Penalty 3739.077215 = -13246703.556605 nChanged 91 SP:Iteration 77Q (6118.709360 sec): 3 clusters Score: Raw -13250471.387494 + Penalty 3739.077215 = -13246732.310279 nChanged 78 SP:Iteration 78Q (6118.889955 sec): 3 clusters Score: Raw -13250497.445057 + Penalty 3739.077215 = -13246758.367842 nChanged 78 SP:Iteration 79Q (6119.071042 sec): 3 clusters Score: Raw -13250527.822292 + Penalty 3739.077215 = -13246788.745076 nChanged 85 SP:Iteration 80F (6119.282143 sec): 3 clusters Score: Raw -13250551.445618 + Penalty 3739.077215 = -13246812.368403 nChanged 66 SP:Iteration 81Q (6119.463827 sec): 3 clusters Score: Raw -13250567.893362 + Penalty 3739.077215 = -13246828.816147 nChanged 52 SP:Iteration 82Q (6119.632041 sec): 3 clusters Score: Raw -13250578.463539 + Penalty 3739.077215 = -13246839.386324 nChanged 37 SP:Iteration 83Q (6119.802940 sec): 3 clusters Score: Raw -13250585.855390 + Penalty 3739.077215 = -13246846.778175 nChanged 30 SP:Iteration 84Q (6119.961124 sec): 3 clusters Score: Raw -13250590.011381 + Penalty 3739.077215 = -13246850.934166 nChanged 21 SP:Iteration 85Q (6120.137402 sec): 3 clusters Score: Raw -13250593.253664 + Penalty 3739.077215 = -13246854.176449 nChanged 13 SP:Iteration 86Q (6120.320564 sec): 3 clusters Score: Raw -13250594.791098 + Penalty 3739.077215 = -13246855.713883 nChanged 7 SP:Iteration 87Q (6120.506583 sec): 3 clusters Score: Raw -13250595.904749 + Penalty 3739.077215 = -13246856.827534 nChanged 16 SP:Iteration 88Q (6120.688229 sec): 3 clusters Score: Raw -13250597.807006 + Penalty 3739.077215 = -13246858.729791 nChanged 15 SP:Iteration 89Q (6120.874549 sec): 3 clusters Score: Raw -13250599.668666 + Penalty 3739.077215 = -13246860.591451 nChanged 11 SP:Iteration 90Q (6121.054519 sec): 3 clusters Score: Raw -13250601.036876 + Penalty 3739.077215 = -13246861.959661 nChanged 13 SP:Iteration 91Q (6121.226390 sec): 3 clusters Score: Raw -13250602.962374 + Penalty 3739.077215 = -13246863.885159 nChanged 13 SP:Iteration 92Q (6121.399322 sec): 3 clusters Score: Raw -13250604.573528 + Penalty 3739.077215 = -13246865.496313 nChanged 12 SP:Iteration 93Q (6121.589868 sec): 3 clusters Score: Raw -13250605.801561 + Penalty 3739.077215 = -13246866.724345 nChanged 8 SP:Iteration 94Q (6121.760869 sec): 3 clusters Score: Raw -13250606.456806 + Penalty 3739.077215 = -13246867.379590 nChanged 8 SP:Iteration 95Q (6121.922282 sec): 3 clusters Score: Raw -13250607.564081 + Penalty 3739.077215 = -13246868.486865 nChanged 4 SP:Iteration 96Q (6122.089116 sec): 3 clusters Score: Raw -13250607.916820 + Penalty 3739.077215 = -13246868.839605 nChanged 4 SP:Iteration 97Q (6122.261141 sec): 3 clusters Score: Raw -13250608.213668 + Penalty 3739.077215 = -13246869.136453 nChanged 0 SP:Iteration 98F (6122.487070 sec): 3 clusters Score: Raw -13250608.213668 + Penalty 3739.077215 = -13246869.136453 nChanged 0 Score: Raw -99470409.520763 + Penalty 41854.674005 = -99428554.846758 Splitting cluster 7 changes total score from -99423145.909593 to -99428554.846758 So it's getting split into cluster 4. Trying to split cluster 8 (13617 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6131.489383 sec): 2 clusters Score: Raw -1810672.134613 + Penalty 1546.849572 = -1809125.285040 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6131.563722 sec): 3 clusters Score: Raw -1802612.072979 + Penalty 3093.699145 = -1799518.373834 nChanged 6028 SP:Iteration 1F (6131.608998 sec): 3 clusters Score: Raw -1806075.411657 + Penalty 3093.699145 = -1802981.712513 nChanged 1146 SP:Iteration 2F (6131.683524 sec): 3 clusters Score: Raw -1807519.959522 + Penalty 3093.699145 = -1804426.260378 nChanged 1391 SP:Iteration 3F (6131.754964 sec): 3 clusters Score: Raw -1810799.789416 + Penalty 3093.699145 = -1807706.090271 nChanged 1584 SP:Iteration 4F (6131.827236 sec): 3 clusters Score: Raw -1817187.350066 + Penalty 3093.699145 = -1814093.650921 nChanged 1976 SP:Iteration 5F (6131.896405 sec): 3 clusters Score: Raw -1822026.273513 + Penalty 3093.699145 = -1818932.574368 nChanged 1671 SP:Iteration 6F (6131.974101 sec): 3 clusters Score: Raw -1824478.484434 + Penalty 3093.699145 = -1821384.785289 nChanged 825 SP:Iteration 7F (6132.034523 sec): 3 clusters Score: Raw -1826228.115496 + Penalty 3093.699145 = -1823134.416351 nChanged 231 SP:Iteration 8Q (6132.087921 sec): 3 clusters Score: Raw -1828856.026987 + Penalty 3093.699145 = -1825762.327843 nChanged 11 SP:Iteration 9Q (6132.149021 sec): 3 clusters Score: Raw -1829148.218211 + Penalty 3093.699145 = -1826054.519066 nChanged 1 SP:Iteration 10Q (6132.206403 sec): 3 clusters Score: Raw -1829149.698585 + Penalty 3093.699145 = -1826055.999440 nChanged 0 SP:Iteration 11F (6132.275016 sec): 3 clusters Score: Raw -1829149.698585 + Penalty 3093.699145 = -1826055.999440 nChanged 0 Score: Raw -99488887.084735 + Penalty 44057.551585 = -99444829.533151 Splitting cluster 8 changes total score from -99423145.909593 to -99444829.533151 So it's getting split into cluster 16. Trying to split cluster 9 (26767 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6141.819133 sec): 2 clusters Score: Raw -3324114.708297 + Penalty 1656.675323 = -3322458.032974 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6141.914911 sec): 3 clusters Score: Raw -3307661.793356 + Penalty 3313.350646 = -3304348.442710 nChanged 12355 SP:Iteration 1F (6142.009122 sec): 3 clusters Score: Raw -3315582.672841 + Penalty 3313.350646 = -3312269.322195 nChanged 1942 SP:Iteration 2F (6142.098924 sec): 3 clusters Score: Raw -3316814.962558 + Penalty 3313.350646 = -3313501.611912 nChanged 1964 SP:Iteration 3F (6142.205727 sec): 3 clusters Score: Raw -3318126.067374 + Penalty 3313.350646 = -3314812.716728 nChanged 1728 SP:Iteration 4F (6142.300103 sec): 3 clusters Score: Raw -3319378.783001 + Penalty 3313.350646 = -3316065.432355 nChanged 1489 SP:Iteration 5F (6142.380665 sec): 3 clusters Score: Raw -3320332.244919 + Penalty 3313.350646 = -3317018.894273 nChanged 1201 SP:Iteration 6Q (6142.475964 sec): 3 clusters Score: Raw -3320893.905289 + Penalty 3313.350646 = -3317580.554643 nChanged 905 SP:Iteration 7Q (6142.569822 sec): 3 clusters Score: Raw -3321239.386465 + Penalty 3313.350646 = -3317926.035819 nChanged 702 SP:Iteration 8Q (6142.655360 sec): 3 clusters Score: Raw -3321503.163410 + Penalty 3313.350646 = -3318189.812764 nChanged 618 SP:Iteration 9Q (6142.745588 sec): 3 clusters Score: Raw -3321750.609674 + Penalty 3313.350646 = -3318437.259028 nChanged 564 SP:Iteration 10Q (6142.828803 sec): 3 clusters Score: Raw -3321964.111137 + Penalty 3313.350646 = -3318650.760491 nChanged 503 SP:Iteration 11Q (6142.910634 sec): 3 clusters Score: Raw -3322145.520330 + Penalty 3313.350646 = -3318832.169684 nChanged 451 SP:Iteration 12Q (6142.999754 sec): 3 clusters Score: Raw -3322290.500888 + Penalty 3313.350646 = -3318977.150242 nChanged 424 SP:Iteration 13Q (6143.087076 sec): 3 clusters Score: Raw -3322433.330476 + Penalty 3313.350646 = -3319119.979830 nChanged 423 SP:Iteration 14Q (6143.176955 sec): 3 clusters Score: Raw -3322586.604911 + Penalty 3313.350646 = -3319273.254265 nChanged 442 SP:Iteration 15Q (6143.266772 sec): 3 clusters Score: Raw -3322748.771176 + Penalty 3313.350646 = -3319435.420530 nChanged 424 SP:Iteration 16Q (6143.343290 sec): 3 clusters Score: Raw -3322904.560126 + Penalty 3313.350646 = -3319591.209480 nChanged 405 SP:Iteration 17Q (6143.434179 sec): 3 clusters Score: Raw -3323056.129310 + Penalty 3313.350646 = -3319742.778664 nChanged 404 SP:Iteration 18Q (6143.524171 sec): 3 clusters Score: Raw -3323207.411271 + Penalty 3313.350646 = -3319894.060625 nChanged 359 SP:Iteration 19Q (6143.602735 sec): 3 clusters Score: Raw -3323330.925485 + Penalty 3313.350646 = -3320017.574840 nChanged 330 SP:Iteration 20F (6143.697174 sec): 3 clusters Score: Raw -3323450.981426 + Penalty 3313.350646 = -3320137.630780 nChanged 324 SP:Iteration 21Q (6143.795930 sec): 3 clusters Score: Raw -3323576.065621 + Penalty 3313.350646 = -3320262.714975 nChanged 315 SP:Iteration 22Q (6143.879165 sec): 3 clusters Score: Raw -3323701.105366 + Penalty 3313.350646 = -3320387.754720 nChanged 275 SP:Iteration 23Q (6143.955198 sec): 3 clusters Score: Raw -3323807.810461 + Penalty 3313.350646 = -3320494.459815 nChanged 242 SP:Iteration 24Q (6144.055284 sec): 3 clusters Score: Raw -3323890.827065 + Penalty 3313.350646 = -3320577.476419 nChanged 222 SP:Iteration 25Q (6144.146210 sec): 3 clusters Score: Raw -3323967.785069 + Penalty 3313.350646 = -3320654.434423 nChanged 193 SP:Iteration 26Q (6144.236170 sec): 3 clusters Score: Raw -3324041.011752 + Penalty 3313.350646 = -3320727.661107 nChanged 193 SP:Iteration 27Q (6144.325546 sec): 3 clusters Score: Raw -3324101.533478 + Penalty 3313.350646 = -3320788.182832 nChanged 185 SP:Iteration 28Q (6144.415275 sec): 3 clusters Score: Raw -3324157.289203 + Penalty 3313.350646 = -3320843.938557 nChanged 154 SP:Iteration 29Q (6144.495074 sec): 3 clusters Score: Raw -3324204.203021 + Penalty 3313.350646 = -3320890.852375 nChanged 143 SP:Iteration 30Q (6144.575408 sec): 3 clusters Score: Raw -3324249.857135 + Penalty 3313.350646 = -3320936.506489 nChanged 125 SP:Iteration 31Q (6144.663742 sec): 3 clusters Score: Raw -3324289.033902 + Penalty 3313.350646 = -3320975.683256 nChanged 125 SP:Iteration 32Q (6144.751798 sec): 3 clusters Score: Raw -3324328.482763 + Penalty 3313.350646 = -3321015.132117 nChanged 118 SP:Iteration 33Q (6144.827311 sec): 3 clusters Score: Raw -3324366.499067 + Penalty 3313.350646 = -3321053.148421 nChanged 122 SP:Iteration 34Q (6144.908468 sec): 3 clusters Score: Raw -3324402.323937 + Penalty 3313.350646 = -3321088.973291 nChanged 78 SP:Iteration 35Q (6144.990778 sec): 3 clusters Score: Raw -3324426.326374 + Penalty 3313.350646 = -3321112.975728 nChanged 84 SP:Iteration 36Q (6145.075275 sec): 3 clusters Score: Raw -3324451.453056 + Penalty 3313.350646 = -3321138.102411 nChanged 73 SP:Iteration 37Q (6145.144683 sec): 3 clusters Score: Raw -3324475.385763 + Penalty 3313.350646 = -3321162.035117 nChanged 72 SP:Iteration 38Q (6145.229290 sec): 3 clusters Score: Raw -3324501.013756 + Penalty 3313.350646 = -3321187.663110 nChanged 51 SP:Iteration 39Q (6145.315464 sec): 3 clusters Score: Raw -3324513.884148 + Penalty 3313.350646 = -3321200.533502 nChanged 37 SP:Iteration 40F (6145.385383 sec): 3 clusters Score: Raw -3324527.559365 + Penalty 3313.350646 = -3321214.208719 nChanged 39 SP:Iteration 41Q (6145.479077 sec): 3 clusters Score: Raw -3324539.460528 + Penalty 3313.350646 = -3321226.109882 nChanged 35 SP:Iteration 42Q (6145.564620 sec): 3 clusters Score: Raw -3324548.843307 + Penalty 3313.350646 = -3321235.492661 nChanged 28 SP:Iteration 43Q (6145.638847 sec): 3 clusters Score: Raw -3324556.480607 + Penalty 3313.350646 = -3321243.129961 nChanged 31 SP:Iteration 44Q (6145.722918 sec): 3 clusters Score: Raw -3324563.255630 + Penalty 3313.350646 = -3321249.904984 nChanged 25 SP:Iteration 45Q (6145.813019 sec): 3 clusters Score: Raw -3324568.684454 + Penalty 3313.350646 = -3321255.333808 nChanged 17 SP:Iteration 46Q (6145.894343 sec): 3 clusters Score: Raw -3324572.468570 + Penalty 3313.350646 = -3321259.117924 nChanged 20 SP:Iteration 47Q (6145.989194 sec): 3 clusters Score: Raw -3324577.674377 + Penalty 3313.350646 = -3321264.323731 nChanged 19 SP:Iteration 48Q (6146.067664 sec): 3 clusters Score: Raw -3324580.666961 + Penalty 3313.350646 = -3321267.316315 nChanged 14 SP:Iteration 49Q (6146.145109 sec): 3 clusters Score: Raw -3324582.579140 + Penalty 3313.350646 = -3321269.228494 nChanged 11 SP:Iteration 50Q (6146.236024 sec): 3 clusters Score: Raw -3324584.588214 + Penalty 3313.350646 = -3321271.237568 nChanged 7 SP:Iteration 51Q (6146.318597 sec): 3 clusters Score: Raw -3324586.461144 + Penalty 3313.350646 = -3321273.110498 nChanged 7 SP:Iteration 52Q (6146.403225 sec): 3 clusters Score: Raw -3324588.325195 + Penalty 3313.350646 = -3321274.974549 nChanged 13 SP:Iteration 53Q (6146.481109 sec): 3 clusters Score: Raw -3324591.705819 + Penalty 3313.350646 = -3321278.355173 nChanged 14 SP:Iteration 54Q (6146.560746 sec): 3 clusters Score: Raw -3324595.026480 + Penalty 3313.350646 = -3321281.675834 nChanged 12 SP:Iteration 55Q (6146.658461 sec): 3 clusters Score: Raw -3324598.914532 + Penalty 3313.350646 = -3321285.563886 nChanged 17 SP:Iteration 56Q (6146.739969 sec): 3 clusters Score: Raw -3324603.922262 + Penalty 3313.350646 = -3321290.571616 nChanged 11 SP:Iteration 57Q (6146.821965 sec): 3 clusters Score: Raw -3324606.270595 + Penalty 3313.350646 = -3321292.919949 nChanged 14 SP:Iteration 58Q (6146.901810 sec): 3 clusters Score: Raw -3324609.581842 + Penalty 3313.350646 = -3321296.231196 nChanged 11 SP:Iteration 59Q (6146.983989 sec): 3 clusters Score: Raw -3324611.223449 + Penalty 3313.350646 = -3321297.872803 nChanged 8 SP:Iteration 60F (6147.072577 sec): 3 clusters Score: Raw -3324613.081598 + Penalty 3313.350646 = -3321299.730952 nChanged 7 SP:Iteration 61Q (6147.155658 sec): 3 clusters Score: Raw -3324614.042094 + Penalty 3313.350646 = -3321300.691448 nChanged 2 SP:Iteration 62Q (6147.232897 sec): 3 clusters Score: Raw -3324614.376539 + Penalty 3313.350646 = -3321301.025893 nChanged 4 SP:Iteration 63Q (6147.304251 sec): 3 clusters Score: Raw -3324615.356575 + Penalty 3313.350646 = -3321302.005929 nChanged 9 SP:Iteration 64Q (6147.378474 sec): 3 clusters Score: Raw -3324616.714808 + Penalty 3313.350646 = -3321303.364163 nChanged 4 SP:Iteration 65Q (6147.441864 sec): 3 clusters Score: Raw -3324617.572082 + Penalty 3313.350646 = -3321304.221436 nChanged 7 SP:Iteration 66Q (6147.535292 sec): 3 clusters Score: Raw -3324618.889601 + Penalty 3313.350646 = -3321305.538955 nChanged 5 SP:Iteration 67Q (6147.624289 sec): 3 clusters Score: Raw -3324619.922548 + Penalty 3313.350646 = -3321306.571902 nChanged 4 SP:Iteration 68Q (6147.700426 sec): 3 clusters Score: Raw -3324620.588228 + Penalty 3313.350646 = -3321307.237582 nChanged 2 SP:Iteration 69Q (6147.780699 sec): 3 clusters Score: Raw -3324621.045291 + Penalty 3313.350646 = -3321307.694645 nChanged 3 SP:Iteration 70Q (6147.864310 sec): 3 clusters Score: Raw -3324621.578936 + Penalty 3313.350646 = -3321308.228290 nChanged 2 SP:Iteration 71Q (6147.950979 sec): 3 clusters Score: Raw -3324621.818883 + Penalty 3313.350646 = -3321308.468238 nChanged 1 SP:Iteration 72Q (6148.037591 sec): 3 clusters Score: Raw -3324621.952121 + Penalty 3313.350646 = -3321308.601475 nChanged 0 SP:Iteration 73F (6148.133059 sec): 3 clusters Score: Raw -3324621.952121 + Penalty 3313.350646 = -3321308.601475 nChanged 0 Trying to split cluster 10 (16050 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6148.192090 sec): 2 clusters Score: Raw -2074028.390493 + Penalty 1573.562921 = -2072454.827572 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6148.267737 sec): 3 clusters Score: Raw -2064455.136002 + Penalty 3147.125842 = -2061308.010160 nChanged 7196 SP:Iteration 1F (6148.332222 sec): 3 clusters Score: Raw -2068452.560576 + Penalty 3147.125842 = -2065305.434734 nChanged 841 SP:Iteration 2F (6148.414924 sec): 3 clusters Score: Raw -2068795.532129 + Penalty 3147.125842 = -2065648.406287 nChanged 796 SP:Iteration 3Q (6148.491992 sec): 3 clusters Score: Raw -2069186.787479 + Penalty 3147.125842 = -2066039.661638 nChanged 848 SP:Iteration 4F (6148.565096 sec): 3 clusters Score: Raw -2069593.202365 + Penalty 3147.125842 = -2066446.076523 nChanged 803 SP:Iteration 5F (6148.636663 sec): 3 clusters Score: Raw -2070036.400410 + Penalty 3147.125842 = -2066889.274568 nChanged 851 SP:Iteration 6F (6148.710322 sec): 3 clusters Score: Raw -2070532.951872 + Penalty 3147.125842 = -2067385.826031 nChanged 896 SP:Iteration 7F (6148.784949 sec): 3 clusters Score: Raw -2071048.461900 + Penalty 3147.125842 = -2067901.336058 nChanged 838 SP:Iteration 8F (6148.847652 sec): 3 clusters Score: Raw -2071553.529825 + Penalty 3147.125842 = -2068406.403983 nChanged 757 SP:Iteration 9Q (6148.924551 sec): 3 clusters Score: Raw -2071987.724505 + Penalty 3147.125842 = -2068840.598663 nChanged 656 SP:Iteration 10Q (6148.986991 sec): 3 clusters Score: Raw -2072338.675222 + Penalty 3147.125842 = -2069191.549380 nChanged 493 SP:Iteration 11Q (6149.049793 sec): 3 clusters Score: Raw -2072556.665346 + Penalty 3147.125842 = -2069409.539504 nChanged 356 SP:Iteration 12Q (6149.127304 sec): 3 clusters Score: Raw -2072691.753756 + Penalty 3147.125842 = -2069544.627914 nChanged 258 SP:Iteration 13Q (6149.207593 sec): 3 clusters Score: Raw -2072783.256771 + Penalty 3147.125842 = -2069636.130929 nChanged 226 SP:Iteration 14Q (6149.271381 sec): 3 clusters Score: Raw -2072855.522494 + Penalty 3147.125842 = -2069708.396652 nChanged 208 SP:Iteration 15Q (6149.334006 sec): 3 clusters Score: Raw -2072919.543202 + Penalty 3147.125842 = -2069772.417360 nChanged 198 SP:Iteration 16Q (6149.396382 sec): 3 clusters Score: Raw -2072984.708983 + Penalty 3147.125842 = -2069837.583141 nChanged 209 SP:Iteration 17Q (6149.459442 sec): 3 clusters Score: Raw -2073053.124878 + Penalty 3147.125842 = -2069905.999036 nChanged 231 SP:Iteration 18Q (6149.522929 sec): 3 clusters Score: Raw -2073129.135871 + Penalty 3147.125842 = -2069982.010029 nChanged 220 SP:Iteration 19Q (6149.585975 sec): 3 clusters Score: Raw -2073205.494323 + Penalty 3147.125842 = -2070058.368481 nChanged 215 SP:Iteration 20F (6149.648302 sec): 3 clusters Score: Raw -2073276.574202 + Penalty 3147.125842 = -2070129.448360 nChanged 203 SP:Iteration 21Q (6149.710433 sec): 3 clusters Score: Raw -2073347.454871 + Penalty 3147.125842 = -2070200.329029 nChanged 217 SP:Iteration 22Q (6149.773317 sec): 3 clusters Score: Raw -2073430.491758 + Penalty 3147.125842 = -2070283.365916 nChanged 215 SP:Iteration 23Q (6149.835570 sec): 3 clusters Score: Raw -2073515.519941 + Penalty 3147.125842 = -2070368.394099 nChanged 225 SP:Iteration 24Q (6149.899322 sec): 3 clusters Score: Raw -2073616.721901 + Penalty 3147.125842 = -2070469.596059 nChanged 240 SP:Iteration 25Q (6149.964956 sec): 3 clusters Score: Raw -2073729.026088 + Penalty 3147.125842 = -2070581.900246 nChanged 199 SP:Iteration 26Q (6150.036408 sec): 3 clusters Score: Raw -2073831.537126 + Penalty 3147.125842 = -2070684.411284 nChanged 205 SP:Iteration 27Q (6150.099995 sec): 3 clusters Score: Raw -2073950.290515 + Penalty 3147.125842 = -2070803.164674 nChanged 219 SP:Iteration 28Q (6150.171663 sec): 3 clusters Score: Raw -2074078.015569 + Penalty 3147.125842 = -2070930.889728 nChanged 212 SP:Iteration 29Q (6150.242762 sec): 3 clusters Score: Raw -2074199.185620 + Penalty 3147.125842 = -2071052.059779 nChanged 172 SP:Iteration 30Q (6150.318949 sec): 3 clusters Score: Raw -2074275.957487 + Penalty 3147.125842 = -2071128.831645 nChanged 137 SP:Iteration 31Q (6150.390581 sec): 3 clusters Score: Raw -2074333.566481 + Penalty 3147.125842 = -2071186.440639 nChanged 122 SP:Iteration 32Q (6150.462231 sec): 3 clusters Score: Raw -2074381.871132 + Penalty 3147.125842 = -2071234.745290 nChanged 98 SP:Iteration 33Q (6150.531461 sec): 3 clusters Score: Raw -2074415.860597 + Penalty 3147.125842 = -2071268.734755 nChanged 90 SP:Iteration 34Q (6150.599280 sec): 3 clusters Score: Raw -2074446.434216 + Penalty 3147.125842 = -2071299.308374 nChanged 81 SP:Iteration 35Q (6150.667588 sec): 3 clusters Score: Raw -2074473.056291 + Penalty 3147.125842 = -2071325.930449 nChanged 68 SP:Iteration 36Q (6150.739114 sec): 3 clusters Score: Raw -2074493.337800 + Penalty 3147.125842 = -2071346.211959 nChanged 59 SP:Iteration 37Q (6150.806718 sec): 3 clusters Score: Raw -2074510.020201 + Penalty 3147.125842 = -2071362.894360 nChanged 55 SP:Iteration 38Q (6150.870729 sec): 3 clusters Score: Raw -2074525.986762 + Penalty 3147.125842 = -2071378.860920 nChanged 42 SP:Iteration 39Q (6150.950133 sec): 3 clusters Score: Raw -2074538.965635 + Penalty 3147.125842 = -2071391.839794 nChanged 40 SP:Iteration 40F (6151.010285 sec): 3 clusters Score: Raw -2074551.561512 + Penalty 3147.125842 = -2071404.435670 nChanged 29 SP:Iteration 41Q (6151.082197 sec): 3 clusters Score: Raw -2074560.527974 + Penalty 3147.125842 = -2071413.402132 nChanged 35 SP:Iteration 42Q (6151.136846 sec): 3 clusters Score: Raw -2074568.816937 + Penalty 3147.125842 = -2071421.691096 nChanged 26 SP:Iteration 43Q (6151.199352 sec): 3 clusters Score: Raw -2074575.112870 + Penalty 3147.125842 = -2071427.987028 nChanged 20 SP:Iteration 44Q (6151.261825 sec): 3 clusters Score: Raw -2074579.386722 + Penalty 3147.125842 = -2071432.260880 nChanged 14 SP:Iteration 45Q (6151.322841 sec): 3 clusters Score: Raw -2074582.959462 + Penalty 3147.125842 = -2071435.833621 nChanged 16 SP:Iteration 46Q (6151.391752 sec): 3 clusters Score: Raw -2074586.652222 + Penalty 3147.125842 = -2071439.526380 nChanged 19 SP:Iteration 47Q (6151.460213 sec): 3 clusters Score: Raw -2074591.576881 + Penalty 3147.125842 = -2071444.451040 nChanged 14 SP:Iteration 48Q (6151.519029 sec): 3 clusters Score: Raw -2074594.763477 + Penalty 3147.125842 = -2071447.637635 nChanged 16 SP:Iteration 49Q (6151.591006 sec): 3 clusters Score: Raw -2074597.823938 + Penalty 3147.125842 = -2071450.698096 nChanged 8 SP:Iteration 50Q (6151.647622 sec): 3 clusters Score: Raw -2074599.009432 + Penalty 3147.125842 = -2071451.883590 nChanged 6 SP:Iteration 51Q (6151.710885 sec): 3 clusters Score: Raw -2074599.726947 + Penalty 3147.125842 = -2071452.601106 nChanged 5 SP:Iteration 52Q (6151.769627 sec): 3 clusters Score: Raw -2074600.654752 + Penalty 3147.125842 = -2071453.528910 nChanged 11 SP:Iteration 53Q (6151.832381 sec): 3 clusters Score: Raw -2074603.053191 + Penalty 3147.125842 = -2071455.927349 nChanged 10 SP:Iteration 54Q (6151.895275 sec): 3 clusters Score: Raw -2074605.061994 + Penalty 3147.125842 = -2071457.936152 nChanged 11 SP:Iteration 55Q (6151.959956 sec): 3 clusters Score: Raw -2074606.470509 + Penalty 3147.125842 = -2071459.344667 nChanged 8 SP:Iteration 56Q (6152.029915 sec): 3 clusters Score: Raw -2074607.337337 + Penalty 3147.125842 = -2071460.211495 nChanged 4 SP:Iteration 57Q (6152.075831 sec): 3 clusters Score: Raw -2074607.783007 + Penalty 3147.125842 = -2071460.657165 nChanged 2 SP:Iteration 58Q (6152.152718 sec): 3 clusters Score: Raw -2074608.020159 + Penalty 3147.125842 = -2071460.894317 nChanged 1 SP:Iteration 59Q (6152.220236 sec): 3 clusters Score: Raw -2074608.051168 + Penalty 3147.125842 = -2071460.925326 nChanged 0 SP:Iteration 60F (6152.289484 sec): 3 clusters Score: Raw -2074608.051168 + Penalty 3147.125842 = -2071460.925326 nChanged 0 Trying to split cluster 11 (3382 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6152.319012 sec): 2 clusters Score: Raw -418776.901144 + Penalty 1320.511161 = -417456.389982 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6152.364674 sec): 3 clusters Score: Raw -417208.573192 + Penalty 2641.022322 = -414567.550870 nChanged 1315 SP:Iteration 1F (6152.408785 sec): 3 clusters Score: Raw -418229.023200 + Penalty 2641.022322 = -415588.000878 nChanged 349 SP:Iteration 2F (6152.472695 sec): 3 clusters Score: Raw -418636.444693 + Penalty 2641.022322 = -415995.422371 nChanged 252 SP:Iteration 3F (6152.508950 sec): 3 clusters Score: Raw -418924.991327 + Penalty 2641.022322 = -416283.969005 nChanged 196 SP:Iteration 4F (6152.569659 sec): 3 clusters Score: Raw -419119.012527 + Penalty 2641.022322 = -416477.990205 nChanged 145 SP:Iteration 5Q (6152.616012 sec): 3 clusters Score: Raw -419244.685251 + Penalty 2641.022322 = -416603.662929 nChanged 108 SP:Iteration 6Q (6152.672691 sec): 3 clusters Score: Raw -419344.104726 + Penalty 2641.022322 = -416703.082404 nChanged 85 SP:Iteration 7Q (6152.721243 sec): 3 clusters Score: Raw -419417.032075 + Penalty 2641.022322 = -416776.009753 nChanged 61 SP:Iteration 8Q (6152.764828 sec): 3 clusters Score: Raw -419464.718755 + Penalty 2641.022322 = -416823.696433 nChanged 47 SP:Iteration 9Q (6152.811403 sec): 3 clusters Score: Raw -419499.768265 + Penalty 2641.022322 = -416858.745942 nChanged 38 SP:Iteration 10Q (6152.872128 sec): 3 clusters Score: Raw -419532.197133 + Penalty 2641.022322 = -416891.174811 nChanged 33 SP:Iteration 11Q (6152.924593 sec): 3 clusters Score: Raw -419561.869765 + Penalty 2641.022322 = -416920.847443 nChanged 36 SP:Iteration 12Q (6152.963507 sec): 3 clusters Score: Raw -419597.916233 + Penalty 2641.022322 = -416956.893911 nChanged 38 SP:Iteration 13Q (6153.011403 sec): 3 clusters Score: Raw -419637.461138 + Penalty 2641.022322 = -416996.438816 nChanged 29 SP:Iteration 14Q (6153.072832 sec): 3 clusters Score: Raw -419671.844715 + Penalty 2641.022322 = -417030.822393 nChanged 32 SP:Iteration 15Q (6153.117894 sec): 3 clusters Score: Raw -419698.523662 + Penalty 2641.022322 = -417057.501340 nChanged 26 SP:Iteration 16Q (6153.167695 sec): 3 clusters Score: Raw -419722.263840 + Penalty 2641.022322 = -417081.241518 nChanged 22 SP:Iteration 17Q (6153.219224 sec): 3 clusters Score: Raw -419742.390557 + Penalty 2641.022322 = -417101.368235 nChanged 18 SP:Iteration 18Q (6153.268475 sec): 3 clusters Score: Raw -419762.445402 + Penalty 2641.022322 = -417121.423079 nChanged 19 SP:Iteration 19Q (6153.306112 sec): 3 clusters Score: Raw -419782.636703 + Penalty 2641.022322 = -417141.614381 nChanged 15 SP:Iteration 20F (6153.350990 sec): 3 clusters Score: Raw -419797.964608 + Penalty 2641.022322 = -417156.942286 nChanged 12 SP:Iteration 21Q (6153.395297 sec): 3 clusters Score: Raw -419806.590853 + Penalty 2641.022322 = -417165.568531 nChanged 14 SP:Iteration 22Q (6153.442076 sec): 3 clusters Score: Raw -419819.092907 + Penalty 2641.022322 = -417178.070585 nChanged 14 SP:Iteration 23Q (6153.495232 sec): 3 clusters Score: Raw -419836.728730 + Penalty 2641.022322 = -417195.706408 nChanged 13 SP:Iteration 24Q (6153.535869 sec): 3 clusters Score: Raw -419849.371995 + Penalty 2641.022322 = -417208.349673 nChanged 12 SP:Iteration 25Q (6153.588324 sec): 3 clusters Score: Raw -419858.963582 + Penalty 2641.022322 = -417217.941260 nChanged 8 SP:Iteration 26Q (6153.642397 sec): 3 clusters Score: Raw -419864.448912 + Penalty 2641.022322 = -417223.426590 nChanged 12 SP:Iteration 27Q (6153.700815 sec): 3 clusters Score: Raw -419873.924049 + Penalty 2641.022322 = -417232.901727 nChanged 3 SP:Iteration 28Q (6153.741775 sec): 3 clusters Score: Raw -419875.928340 + Penalty 2641.022322 = -417234.906018 nChanged 1 SP:Iteration 29Q (6153.793212 sec): 3 clusters Score: Raw -419876.961877 + Penalty 2641.022322 = -417235.939555 nChanged 2 SP:Iteration 30Q (6153.844720 sec): 3 clusters Score: Raw -419878.073169 + Penalty 2641.022322 = -417237.050847 nChanged 2 SP:Iteration 31Q (6153.896351 sec): 3 clusters Score: Raw -419879.308475 + Penalty 2641.022322 = -417238.286153 nChanged 2 SP:Iteration 32Q (6153.938288 sec): 3 clusters Score: Raw -419883.098187 + Penalty 2641.022322 = -417242.075865 nChanged 5 SP:Iteration 33Q (6153.989823 sec): 3 clusters Score: Raw -419887.750224 + Penalty 2641.022322 = -417246.727902 nChanged 2 SP:Iteration 34Q (6154.041701 sec): 3 clusters Score: Raw -419889.651200 + Penalty 2641.022322 = -417248.628878 nChanged 2 SP:Iteration 35Q (6154.094314 sec): 3 clusters Score: Raw -419890.956981 + Penalty 2641.022322 = -417249.934658 nChanged 3 SP:Iteration 36Q (6154.145853 sec): 3 clusters Score: Raw -419892.653872 + Penalty 2641.022322 = -417251.631550 nChanged 1 SP:Iteration 37Q (6154.197470 sec): 3 clusters Score: Raw -419893.031396 + Penalty 2641.022322 = -417252.009074 nChanged 0 SP:Iteration 38F (6154.249936 sec): 3 clusters Score: Raw -419893.031396 + Penalty 2641.022322 = -417252.009074 nChanged 0 Trying to split cluster 12 (456830 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6155.026759 sec): 2 clusters Score: Raw -59974687.866696 + Penalty 2117.710824 = -59972570.155872 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6155.813460 sec): 3 clusters Score: Raw -59667019.880303 + Penalty 4235.421648 = -59662784.458655 nChanged 223917 SP:Iteration 1F (6156.591683 sec): 3 clusters Score: Raw -59803386.842591 + Penalty 4235.421648 = -59799151.420943 nChanged 14614 SP:Iteration 2Q (6157.417338 sec): 3 clusters Score: Raw -59807493.195946 + Penalty 4235.421648 = -59803257.774298 nChanged 16870 SP:Iteration 3Q (6158.240258 sec): 3 clusters Score: Raw -59813489.395432 + Penalty 4235.421648 = -59809253.973784 nChanged 20708 SP:Iteration 4Q (6159.071095 sec): 3 clusters Score: Raw -59823303.948590 + Penalty 4235.421648 = -59819068.526942 nChanged 26076 SP:Iteration 5F (6159.815478 sec): 3 clusters Score: Raw -59838985.923198 + Penalty 4235.421648 = -59834750.501550 nChanged 31368 SP:Iteration 6F (6160.599907 sec): 3 clusters Score: Raw -59861635.704794 + Penalty 4235.421648 = -59857400.283146 nChanged 34005 SP:Iteration 7F (6161.343201 sec): 3 clusters Score: Raw -59888730.405268 + Penalty 4235.421648 = -59884494.983620 nChanged 31521 SP:Iteration 8F (6162.124763 sec): 3 clusters Score: Raw -59914015.165263 + Penalty 4235.421648 = -59909779.743615 nChanged 24888 SP:Iteration 9F (6162.843887 sec): 3 clusters Score: Raw -59932964.140388 + Penalty 4235.421648 = -59928728.718740 nChanged 18285 SP:Iteration 10Q (6163.635894 sec): 3 clusters Score: Raw -59946176.900952 + Penalty 4235.421648 = -59941941.479304 nChanged 13385 SP:Iteration 11Q (6164.384372 sec): 3 clusters Score: Raw -59955535.547892 + Penalty 4235.421648 = -59951300.126244 nChanged 10106 SP:Iteration 12Q (6165.090907 sec): 3 clusters Score: Raw -59962323.230568 + Penalty 4235.421648 = -59958087.808920 nChanged 7484 SP:Iteration 13Q (6165.760537 sec): 3 clusters Score: Raw -59967172.721637 + Penalty 4235.421648 = -59962937.299989 nChanged 5321 SP:Iteration 14Q (6166.410383 sec): 3 clusters Score: Raw -59970411.966918 + Penalty 4235.421648 = -59966176.545270 nChanged 3606 SP:Iteration 15Q (6167.067684 sec): 3 clusters Score: Raw -59972442.983406 + Penalty 4235.421648 = -59968207.561758 nChanged 2278 SP:Iteration 16Q (6167.718423 sec): 3 clusters Score: Raw -59973555.406727 + Penalty 4235.421648 = -59969319.985079 nChanged 1462 SP:Iteration 17Q (6168.372119 sec): 3 clusters Score: Raw -59974193.231590 + Penalty 4235.421648 = -59969957.809942 nChanged 962 SP:Iteration 18Q (6169.001472 sec): 3 clusters Score: Raw -59974582.232519 + Penalty 4235.421648 = -59970346.810871 nChanged 608 SP:Iteration 19Q (6169.643683 sec): 3 clusters Score: Raw -59974808.467856 + Penalty 4235.421648 = -59970573.046208 nChanged 436 SP:Iteration 20F (6170.367569 sec): 3 clusters Score: Raw -59974957.439170 + Penalty 4235.421648 = -59970722.017522 nChanged 316 SP:Iteration 21Q (6170.954520 sec): 3 clusters Score: Raw -59975070.852075 + Penalty 4235.421648 = -59970835.430427 nChanged 236 SP:Iteration 22Q (6171.556466 sec): 3 clusters Score: Raw -59975145.010697 + Penalty 4235.421648 = -59970909.589049 nChanged 180 SP:Iteration 23Q (6172.171168 sec): 3 clusters Score: Raw -59975200.012583 + Penalty 4235.421648 = -59970964.590935 nChanged 136 SP:Iteration 24Q (6172.814092 sec): 3 clusters Score: Raw -59975238.804114 + Penalty 4235.421648 = -59971003.382466 nChanged 117 SP:Iteration 25Q (6173.425850 sec): 3 clusters Score: Raw -59975272.764784 + Penalty 4235.421648 = -59971037.343136 nChanged 103 SP:Iteration 26Q (6174.029922 sec): 3 clusters Score: Raw -59975295.790771 + Penalty 4235.421648 = -59971060.369123 nChanged 64 SP:Iteration 27Q (6174.633624 sec): 3 clusters Score: Raw -59975310.130257 + Penalty 4235.421648 = -59971074.708609 nChanged 53 SP:Iteration 28Q (6175.219719 sec): 3 clusters Score: Raw -59975319.059825 + Penalty 4235.421648 = -59971083.638177 nChanged 45 SP:Iteration 29Q (6175.822366 sec): 3 clusters Score: Raw -59975326.378681 + Penalty 4235.421648 = -59971090.957033 nChanged 44 SP:Iteration 30Q (6176.424090 sec): 3 clusters Score: Raw -59975334.645665 + Penalty 4235.421648 = -59971099.224017 nChanged 38 SP:Iteration 31Q (6177.047398 sec): 3 clusters Score: Raw -59975342.196973 + Penalty 4235.421648 = -59971106.775325 nChanged 32 SP:Iteration 32Q (6177.667838 sec): 3 clusters Score: Raw -59975347.693541 + Penalty 4235.421648 = -59971112.271893 nChanged 31 SP:Iteration 33Q (6178.279897 sec): 3 clusters Score: Raw -59975354.173740 + Penalty 4235.421648 = -59971118.752092 nChanged 30 SP:Iteration 34Q (6178.903889 sec): 3 clusters Score: Raw -59975359.706706 + Penalty 4235.421648 = -59971124.285058 nChanged 30 SP:Iteration 35Q (6179.514984 sec): 3 clusters Score: Raw -59975365.617760 + Penalty 4235.421648 = -59971130.196112 nChanged 27 SP:Iteration 36Q (6180.122108 sec): 3 clusters Score: Raw -59975370.580349 + Penalty 4235.421648 = -59971135.158701 nChanged 28 SP:Iteration 37Q (6180.735095 sec): 3 clusters Score: Raw -59975375.141398 + Penalty 4235.421648 = -59971139.719750 nChanged 18 SP:Iteration 38Q (6181.340090 sec): 3 clusters Score: Raw -59975378.120402 + Penalty 4235.421648 = -59971142.698754 nChanged 10 SP:Iteration 39Q (6181.968306 sec): 3 clusters Score: Raw -59975380.017385 + Penalty 4235.421648 = -59971144.595737 nChanged 15 SP:Iteration 40F (6182.700102 sec): 3 clusters Score: Raw -59975382.052958 + Penalty 4235.421648 = -59971146.631310 nChanged 11 SP:Iteration 41Q (6183.335311 sec): 3 clusters Score: Raw -59975384.062933 + Penalty 4235.421648 = -59971148.641285 nChanged 10 SP:Iteration 42Q (6183.940389 sec): 3 clusters Score: Raw -59975385.674305 + Penalty 4235.421648 = -59971150.252657 nChanged 12 SP:Iteration 43Q (6184.543915 sec): 3 clusters Score: Raw -59975387.597620 + Penalty 4235.421648 = -59971152.175972 nChanged 9 SP:Iteration 44Q (6185.140449 sec): 3 clusters Score: Raw -59975388.889603 + Penalty 4235.421648 = -59971153.467955 nChanged 9 SP:Iteration 45Q (6185.742673 sec): 3 clusters Score: Raw -59975390.089999 + Penalty 4235.421648 = -59971154.668351 nChanged 7 SP:Iteration 46Q (6186.329310 sec): 3 clusters Score: Raw -59975391.020863 + Penalty 4235.421648 = -59971155.599215 nChanged 5 SP:Iteration 47Q (6186.913353 sec): 3 clusters Score: Raw -59975392.090764 + Penalty 4235.421648 = -59971156.669116 nChanged 9 SP:Iteration 48Q (6187.503339 sec): 3 clusters Score: Raw -59975393.270167 + Penalty 4235.421648 = -59971157.848519 nChanged 6 SP:Iteration 49Q (6188.107470 sec): 3 clusters Score: Raw -59975394.092670 + Penalty 4235.421648 = -59971158.671022 nChanged 5 SP:Iteration 50Q (6188.701584 sec): 3 clusters Score: Raw -59975395.171322 + Penalty 4235.421648 = -59971159.749674 nChanged 6 SP:Iteration 51Q (6189.287972 sec): 3 clusters Score: Raw -59975396.675520 + Penalty 4235.421648 = -59971161.253872 nChanged 9 SP:Iteration 52Q (6189.873262 sec): 3 clusters Score: Raw -59975398.810473 + Penalty 4235.421648 = -59971163.388825 nChanged 15 SP:Iteration 53Q (6190.469637 sec): 3 clusters Score: Raw -59975401.341481 + Penalty 4235.421648 = -59971165.919833 nChanged 10 SP:Iteration 54Q (6191.104991 sec): 3 clusters Score: Raw -59975402.784671 + Penalty 4235.421648 = -59971167.363022 nChanged 11 SP:Iteration 55Q (6191.686725 sec): 3 clusters Score: Raw -59975404.685372 + Penalty 4235.421648 = -59971169.263724 nChanged 7 SP:Iteration 56Q (6192.283832 sec): 3 clusters Score: Raw -59975405.575039 + Penalty 4235.421648 = -59971170.153391 nChanged 10 SP:Iteration 57Q (6192.931852 sec): 3 clusters Score: Raw -59975406.644541 + Penalty 4235.421648 = -59971171.222893 nChanged 5 SP:Iteration 58Q (6193.522482 sec): 3 clusters Score: Raw -59975407.337052 + Penalty 4235.421648 = -59971171.915404 nChanged 3 SP:Iteration 59Q (6194.109985 sec): 3 clusters Score: Raw -59975407.757456 + Penalty 4235.421648 = -59971172.335808 nChanged 1 SP:Iteration 60F (6194.817390 sec): 3 clusters Score: Raw -59975408.056997 + Penalty 4235.421648 = -59971172.635349 nChanged 3 SP:Iteration 61Q (6195.391487 sec): 3 clusters Score: Raw -59975408.360587 + Penalty 4235.421648 = -59971172.938939 nChanged 3 SP:Iteration 62Q (6195.976535 sec): 3 clusters Score: Raw -59975408.887868 + Penalty 4235.421648 = -59971173.466220 nChanged 3 SP:Iteration 63Q (6196.580692 sec): 3 clusters Score: Raw -59975409.344108 + Penalty 4235.421648 = -59971173.922460 nChanged 4 SP:Iteration 64Q (6197.190154 sec): 3 clusters Score: Raw -59975409.934719 + Penalty 4235.421648 = -59971174.513071 nChanged 2 SP:Iteration 65Q (6197.773219 sec): 3 clusters Score: Raw -59975409.992169 + Penalty 4235.421648 = -59971174.570521 nChanged 0 SP:Iteration 66F (6198.540623 sec): 3 clusters Score: Raw -59975409.992169 + Penalty 4235.421648 = -59971174.570521 nChanged 0 Trying to split cluster 13 (4093 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6198.582594 sec): 2 clusters Score: Raw -530498.775521 + Penalty 1351.517940 = -529147.257581 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6198.631441 sec): 3 clusters Score: Raw -528386.752777 + Penalty 2703.035880 = -525683.716898 nChanged 1636 SP:Iteration 1F (6198.679735 sec): 3 clusters Score: Raw -529324.990979 + Penalty 2703.035880 = -526621.955099 nChanged 279 SP:Iteration 2F (6198.730378 sec): 3 clusters Score: Raw -529488.910147 + Penalty 2703.035880 = -526785.874267 nChanged 225 SP:Iteration 3F (6198.776489 sec): 3 clusters Score: Raw -529600.822194 + Penalty 2703.035880 = -526897.786314 nChanged 168 SP:Iteration 4Q (6198.831518 sec): 3 clusters Score: Raw -529677.386464 + Penalty 2703.035880 = -526974.350585 nChanged 141 SP:Iteration 5Q (6198.886797 sec): 3 clusters Score: Raw -529743.403594 + Penalty 2703.035880 = -527040.367715 nChanged 121 SP:Iteration 6Q (6198.937017 sec): 3 clusters Score: Raw -529803.075055 + Penalty 2703.035880 = -527100.039175 nChanged 106 SP:Iteration 7Q (6198.972910 sec): 3 clusters Score: Raw -529867.256424 + Penalty 2703.035880 = -527164.220544 nChanged 130 SP:Iteration 8Q (6199.018804 sec): 3 clusters Score: Raw -529947.766592 + Penalty 2703.035880 = -527244.730712 nChanged 104 SP:Iteration 9Q (6199.069013 sec): 3 clusters Score: Raw -530005.913737 + Penalty 2703.035880 = -527302.877857 nChanged 107 SP:Iteration 10Q (6199.111299 sec): 3 clusters Score: Raw -530064.667211 + Penalty 2703.035880 = -527361.631331 nChanged 100 SP:Iteration 11Q (6199.159913 sec): 3 clusters Score: Raw -530120.770798 + Penalty 2703.035880 = -527417.734918 nChanged 112 SP:Iteration 12Q (6199.204734 sec): 3 clusters Score: Raw -530194.659042 + Penalty 2703.035880 = -527491.623163 nChanged 108 SP:Iteration 13Q (6199.244499 sec): 3 clusters Score: Raw -530264.180308 + Penalty 2703.035880 = -527561.144428 nChanged 101 SP:Iteration 14Q (6199.290711 sec): 3 clusters Score: Raw -530323.451725 + Penalty 2703.035880 = -527620.415845 nChanged 95 SP:Iteration 15Q (6199.348783 sec): 3 clusters Score: Raw -530386.451034 + Penalty 2703.035880 = -527683.415155 nChanged 84 SP:Iteration 16Q (6199.396812 sec): 3 clusters Score: Raw -530440.997260 + Penalty 2703.035880 = -527737.961380 nChanged 82 SP:Iteration 17Q (6199.427811 sec): 3 clusters Score: Raw -530500.586774 + Penalty 2703.035880 = -527797.550894 nChanged 73 SP:Iteration 18Q (6199.479822 sec): 3 clusters Score: Raw -530537.073314 + Penalty 2703.035880 = -527834.037434 nChanged 49 SP:Iteration 19Q (6199.527369 sec): 3 clusters Score: Raw -530560.332253 + Penalty 2703.035880 = -527857.296373 nChanged 45 SP:Iteration 20F (6199.578908 sec): 3 clusters Score: Raw -530583.164763 + Penalty 2703.035880 = -527880.128883 nChanged 38 SP:Iteration 21Q (6199.616858 sec): 3 clusters Score: Raw -530604.391770 + Penalty 2703.035880 = -527901.355890 nChanged 42 SP:Iteration 22Q (6199.671676 sec): 3 clusters Score: Raw -530625.354754 + Penalty 2703.035880 = -527922.318874 nChanged 34 SP:Iteration 23Q (6199.722563 sec): 3 clusters Score: Raw -530643.868333 + Penalty 2703.035880 = -527940.832453 nChanged 38 SP:Iteration 24Q (6199.773784 sec): 3 clusters Score: Raw -530667.488340 + Penalty 2703.035880 = -527964.452461 nChanged 30 SP:Iteration 25Q (6199.815258 sec): 3 clusters Score: Raw -530687.249089 + Penalty 2703.035880 = -527984.213210 nChanged 22 SP:Iteration 26Q (6199.855549 sec): 3 clusters Score: Raw -530697.477618 + Penalty 2703.035880 = -527994.441738 nChanged 18 SP:Iteration 27Q (6199.901050 sec): 3 clusters Score: Raw -530707.597266 + Penalty 2703.035880 = -528004.561386 nChanged 20 SP:Iteration 28Q (6199.946744 sec): 3 clusters Score: Raw -530717.551098 + Penalty 2703.035880 = -528014.515218 nChanged 10 SP:Iteration 29Q (6199.994786 sec): 3 clusters Score: Raw -530725.012621 + Penalty 2703.035880 = -528021.976741 nChanged 11 SP:Iteration 30Q (6200.040176 sec): 3 clusters Score: Raw -530729.828449 + Penalty 2703.035880 = -528026.792569 nChanged 5 SP:Iteration 31Q (6200.067530 sec): 3 clusters Score: Raw -530733.300151 + Penalty 2703.035880 = -528030.264271 nChanged 7 SP:Iteration 32Q (6200.120473 sec): 3 clusters Score: Raw -530737.348391 + Penalty 2703.035880 = -528034.312512 nChanged 7 SP:Iteration 33Q (6200.163558 sec): 3 clusters Score: Raw -530739.889093 + Penalty 2703.035880 = -528036.853213 nChanged 3 SP:Iteration 34Q (6200.218252 sec): 3 clusters Score: Raw -530741.439770 + Penalty 2703.035880 = -528038.403890 nChanged 7 SP:Iteration 35Q (6200.268838 sec): 3 clusters Score: Raw -530743.519507 + Penalty 2703.035880 = -528040.483627 nChanged 6 SP:Iteration 36Q (6200.322572 sec): 3 clusters Score: Raw -530746.279239 + Penalty 2703.035880 = -528043.243359 nChanged 7 SP:Iteration 37Q (6200.381989 sec): 3 clusters Score: Raw -530750.051953 + Penalty 2703.035880 = -528047.016073 nChanged 6 SP:Iteration 38Q (6200.413510 sec): 3 clusters Score: Raw -530754.524027 + Penalty 2703.035880 = -528051.488147 nChanged 6 SP:Iteration 39Q (6200.472025 sec): 3 clusters Score: Raw -530757.941929 + Penalty 2703.035880 = -528054.906049 nChanged 6 SP:Iteration 40F (6200.527301 sec): 3 clusters Score: Raw -530761.147580 + Penalty 2703.035880 = -528058.111700 nChanged 4 SP:Iteration 41Q (6200.568489 sec): 3 clusters Score: Raw -530762.559128 + Penalty 2703.035880 = -528059.523248 nChanged 4 SP:Iteration 42Q (6200.624168 sec): 3 clusters Score: Raw -530763.511847 + Penalty 2703.035880 = -528060.475968 nChanged 0 SP:Iteration 43F (6200.670973 sec): 3 clusters Score: Raw -530763.511847 + Penalty 2703.035880 = -528060.475968 nChanged 0 Trying to split cluster 14 (1119 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6200.708524 sec): 2 clusters Score: Raw -126181.494971 + Penalty 1140.780990 = -125040.713981 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6200.747644 sec): 3 clusters Score: Raw -126077.925768 + Penalty 2281.561980 = -123796.363788 nChanged 413 SP:Iteration 1F (6200.797572 sec): 3 clusters Score: Raw -126911.725302 + Penalty 2281.561980 = -124630.163322 nChanged 145 SP:Iteration 2F (6200.844615 sec): 3 clusters Score: Raw -127231.772481 + Penalty 2281.561980 = -124950.210501 nChanged 85 SP:Iteration 3F (6200.894269 sec): 3 clusters Score: Raw -127535.419320 + Penalty 2281.561980 = -125253.857340 nChanged 45 SP:Iteration 4Q (6200.944294 sec): 3 clusters Score: Raw -127920.215219 + Penalty 2281.561980 = -125638.653238 nChanged 49 SP:Iteration 5Q (6200.986193 sec): 3 clusters Score: Raw -128085.540456 + Penalty 2281.561980 = -125803.978475 nChanged 44 SP:Iteration 6Q (6201.028709 sec): 3 clusters Score: Raw -128175.654482 + Penalty 2281.561980 = -125894.092502 nChanged 23 SP:Iteration 7Q (6201.068459 sec): 3 clusters Score: Raw -128212.524771 + Penalty 2281.561980 = -125930.962790 nChanged 11 SP:Iteration 8Q (6201.120033 sec): 3 clusters Score: Raw -128227.977011 + Penalty 2281.561980 = -125946.415030 nChanged 5 SP:Iteration 9Q (6201.170108 sec): 3 clusters Score: Raw -128235.477287 + Penalty 2281.561980 = -125953.915306 nChanged 5 SP:Iteration 10Q (6201.206796 sec): 3 clusters Score: Raw -128240.807417 + Penalty 2281.561980 = -125959.245437 nChanged 2 SP:Iteration 11Q (6201.242753 sec): 3 clusters Score: Raw -128242.535496 + Penalty 2281.561980 = -125960.973515 nChanged 1 SP:Iteration 12Q (6201.284738 sec): 3 clusters Score: Raw -128245.464250 + Penalty 2281.561980 = -125963.902270 nChanged 0 SP:Iteration 13F (6201.327133 sec): 3 clusters Score: Raw -128247.039489 + Penalty 2281.561980 = -125965.477509 nChanged 2 SP:Iteration 14Q (6201.368922 sec): 3 clusters Score: Raw -128251.956152 + Penalty 2281.561980 = -125970.394171 nChanged 4 SP:Iteration 15Q (6201.408297 sec): 3 clusters Score: Raw -128257.496203 + Penalty 2281.561980 = -125975.934222 nChanged 1 SP:Iteration 16Q (6201.453418 sec): 3 clusters Score: Raw -128258.825307 + Penalty 2281.561980 = -125977.263327 nChanged 1 SP:Iteration 17Q (6201.503224 sec): 3 clusters Score: Raw -128259.378571 + Penalty 2281.561980 = -125977.816591 nChanged 0 SP:Iteration 18F (6201.543227 sec): 3 clusters Score: Raw -128259.378571 + Penalty 2281.561980 = -125977.816591 nChanged 0 Score: Raw -99490964.968336 + Penalty 46260.429164 = -99444704.539172 Splitting cluster 14 changes total score from -99423145.909593 to -99444704.539172 So it's getting split into cluster 21. Trying to split cluster 15 (4449 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6211.540618 sec): 2 clusters Score: Raw -568198.191315 + Penalty 1365.070628 = -566833.120688 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6211.581283 sec): 3 clusters Score: Raw -565949.310185 + Penalty 2730.141255 = -563219.168930 nChanged 1730 SP:Iteration 1F (6211.631872 sec): 3 clusters Score: Raw -566913.701185 + Penalty 2730.141255 = -564183.559930 nChanged 328 SP:Iteration 2F (6211.678373 sec): 3 clusters Score: Raw -567093.345886 + Penalty 2730.141255 = -564363.204631 nChanged 246 SP:Iteration 3F (6211.733675 sec): 3 clusters Score: Raw -567237.378391 + Penalty 2730.141255 = -564507.237136 nChanged 202 SP:Iteration 4Q (6211.800719 sec): 3 clusters Score: Raw -567370.751965 + Penalty 2730.141255 = -564640.610710 nChanged 193 SP:Iteration 5Q (6211.837004 sec): 3 clusters Score: Raw -567495.315046 + Penalty 2730.141255 = -564765.173791 nChanged 169 SP:Iteration 6Q (6211.883105 sec): 3 clusters Score: Raw -567622.238408 + Penalty 2730.141255 = -564892.097153 nChanged 192 SP:Iteration 7Q (6211.938890 sec): 3 clusters Score: Raw -567784.994110 + Penalty 2730.141255 = -565054.852855 nChanged 199 SP:Iteration 8Q (6211.994365 sec): 3 clusters Score: Raw -567973.615171 + Penalty 2730.141255 = -565243.473916 nChanged 208 SP:Iteration 9Q (6212.038258 sec): 3 clusters Score: Raw -568164.197320 + Penalty 2730.141255 = -565434.056065 nChanged 193 SP:Iteration 10Q (6212.094264 sec): 3 clusters Score: Raw -568343.558735 + Penalty 2730.141255 = -565613.417480 nChanged 186 SP:Iteration 11Q (6212.150581 sec): 3 clusters Score: Raw -568557.438653 + Penalty 2730.141255 = -565827.297398 nChanged 173 SP:Iteration 12Q (6212.200365 sec): 3 clusters Score: Raw -568822.081739 + Penalty 2730.141255 = -566091.940484 nChanged 167 SP:Iteration 13Q (6212.246641 sec): 3 clusters Score: Raw -569228.272986 + Penalty 2730.141255 = -566498.131731 nChanged 161 SP:Iteration 14Q (6212.295608 sec): 3 clusters Score: Raw -569762.275250 + Penalty 2730.141255 = -567032.133995 nChanged 126 SP:Iteration 15Q (6212.348690 sec): 3 clusters Score: Raw -570009.008107 + Penalty 2730.141255 = -567278.866852 nChanged 84 SP:Iteration 16Q (6212.386380 sec): 3 clusters Score: Raw -570065.877641 + Penalty 2730.141255 = -567335.736386 nChanged 52 SP:Iteration 17Q (6212.451235 sec): 3 clusters Score: Raw -570089.777766 + Penalty 2730.141255 = -567359.636510 nChanged 30 SP:Iteration 18Q (6212.494459 sec): 3 clusters Score: Raw -570101.146559 + Penalty 2730.141255 = -567371.005304 nChanged 14 SP:Iteration 19Q (6212.549458 sec): 3 clusters Score: Raw -570106.231433 + Penalty 2730.141255 = -567376.090178 nChanged 12 SP:Iteration 20F (6212.604643 sec): 3 clusters Score: Raw -570109.614136 + Penalty 2730.141255 = -567379.472881 nChanged 7 SP:Iteration 21Q (6212.646156 sec): 3 clusters Score: Raw -570110.797862 + Penalty 2730.141255 = -567380.656607 nChanged 3 SP:Iteration 22Q (6212.700093 sec): 3 clusters Score: Raw -570111.660499 + Penalty 2730.141255 = -567381.519244 nChanged 5 SP:Iteration 23Q (6212.743335 sec): 3 clusters Score: Raw -570112.813042 + Penalty 2730.141255 = -567382.671787 nChanged 7 SP:Iteration 24Q (6212.798407 sec): 3 clusters Score: Raw -570114.482190 + Penalty 2730.141255 = -567384.340935 nChanged 3 SP:Iteration 25Q (6212.852880 sec): 3 clusters Score: Raw -570115.157590 + Penalty 2730.141255 = -567385.016335 nChanged 3 SP:Iteration 26Q (6212.905072 sec): 3 clusters Score: Raw -570116.300513 + Penalty 2730.141255 = -567386.159258 nChanged 6 SP:Iteration 27Q (6212.940167 sec): 3 clusters Score: Raw -570117.778935 + Penalty 2730.141255 = -567387.637680 nChanged 4 SP:Iteration 28Q (6212.993247 sec): 3 clusters Score: Raw -570119.086806 + Penalty 2730.141255 = -567388.945551 nChanged 6 SP:Iteration 29Q (6213.047632 sec): 3 clusters Score: Raw -570120.581433 + Penalty 2730.141255 = -567390.440178 nChanged 8 SP:Iteration 30Q (6213.103561 sec): 3 clusters Score: Raw -570122.338432 + Penalty 2730.141255 = -567392.197177 nChanged 5 SP:Iteration 31Q (6213.156867 sec): 3 clusters Score: Raw -570124.084842 + Penalty 2730.141255 = -567393.943587 nChanged 8 SP:Iteration 32Q (6213.211410 sec): 3 clusters Score: Raw -570127.236939 + Penalty 2730.141255 = -567397.095684 nChanged 7 SP:Iteration 33Q (6213.249045 sec): 3 clusters Score: Raw -570128.531398 + Penalty 2730.141255 = -567398.390143 nChanged 3 SP:Iteration 34Q (6213.298126 sec): 3 clusters Score: Raw -570129.114848 + Penalty 2730.141255 = -567398.973593 nChanged 4 SP:Iteration 35Q (6213.352930 sec): 3 clusters Score: Raw -570129.807810 + Penalty 2730.141255 = -567399.666555 nChanged 2 SP:Iteration 36Q (6213.401035 sec): 3 clusters Score: Raw -570130.159830 + Penalty 2730.141255 = -567400.018575 nChanged 3 SP:Iteration 37Q (6213.449195 sec): 3 clusters Score: Raw -570130.871268 + Penalty 2730.141255 = -567400.730013 nChanged 1 SP:Iteration 38Q (6213.500008 sec): 3 clusters Score: Raw -570131.026606 + Penalty 2730.141255 = -567400.885351 nChanged 0 SP:Iteration 39F (6213.549322 sec): 3 clusters Score: Raw -570131.026606 + Penalty 2730.141255 = -567400.885351 nChanged 0 Score: Raw -99492897.803627 + Penalty 48463.306743 = -99444434.496884 Splitting cluster 15 changes total score from -99423145.909593 to -99444434.496884 So it's getting split into cluster 22. Trying to split cluster 17 (20069 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6223.771487 sec): 2 clusters Score: Raw -2330113.044665 + Penalty 1609.876387 = -2328503.168278 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6223.844792 sec): 3 clusters Score: Raw -2318352.826280 + Penalty 3219.752775 = -2315133.073505 nChanged 9046 SP:Iteration 1F (6223.927013 sec): 3 clusters Score: Raw -2323987.028561 + Penalty 3219.752775 = -2320767.275786 nChanged 1573 SP:Iteration 2F (6224.001111 sec): 3 clusters Score: Raw -2325085.871375 + Penalty 3219.752775 = -2321866.118600 nChanged 1552 SP:Iteration 3F (6224.081831 sec): 3 clusters Score: Raw -2326424.451726 + Penalty 3219.752775 = -2323204.698952 nChanged 1741 SP:Iteration 4F (6224.166079 sec): 3 clusters Score: Raw -2328306.096718 + Penalty 3219.752775 = -2325086.343943 nChanged 1875 SP:Iteration 5F (6224.246130 sec): 3 clusters Score: Raw -2330489.108685 + Penalty 3219.752775 = -2327269.355911 nChanged 1710 SP:Iteration 6F (6224.313679 sec): 3 clusters Score: Raw -2332137.967858 + Penalty 3219.752775 = -2328918.215083 nChanged 1205 SP:Iteration 7F (6224.388670 sec): 3 clusters Score: Raw -2333120.932935 + Penalty 3219.752775 = -2329901.180160 nChanged 845 SP:Iteration 8Q (6224.472094 sec): 3 clusters Score: Raw -2333777.044090 + Penalty 3219.752775 = -2330557.291315 nChanged 671 SP:Iteration 9Q (6224.559247 sec): 3 clusters Score: Raw -2334232.185687 + Penalty 3219.752775 = -2331012.432912 nChanged 521 SP:Iteration 10Q (6224.634702 sec): 3 clusters Score: Raw -2334523.625285 + Penalty 3219.752775 = -2331303.872510 nChanged 433 SP:Iteration 11Q (6224.711810 sec): 3 clusters Score: Raw -2334758.242570 + Penalty 3219.752775 = -2331538.489795 nChanged 389 SP:Iteration 12Q (6224.788510 sec): 3 clusters Score: Raw -2334949.870788 + Penalty 3219.752775 = -2331730.118013 nChanged 348 SP:Iteration 13Q (6224.870114 sec): 3 clusters Score: Raw -2335115.938777 + Penalty 3219.752775 = -2331896.186002 nChanged 293 SP:Iteration 14Q (6224.950972 sec): 3 clusters Score: Raw -2335246.901013 + Penalty 3219.752775 = -2332027.148238 nChanged 234 SP:Iteration 15Q (6225.025937 sec): 3 clusters Score: Raw -2335329.501338 + Penalty 3219.752775 = -2332109.748564 nChanged 201 SP:Iteration 16Q (6225.107483 sec): 3 clusters Score: Raw -2335384.737319 + Penalty 3219.752775 = -2332164.984544 nChanged 135 SP:Iteration 17Q (6225.186666 sec): 3 clusters Score: Raw -2335413.612945 + Penalty 3219.752775 = -2332193.860170 nChanged 120 SP:Iteration 18Q (6225.267657 sec): 3 clusters Score: Raw -2335436.285857 + Penalty 3219.752775 = -2332216.533082 nChanged 86 SP:Iteration 19Q (6225.360588 sec): 3 clusters Score: Raw -2335449.668930 + Penalty 3219.752775 = -2332229.916155 nChanged 62 SP:Iteration 20F (6225.441572 sec): 3 clusters Score: Raw -2335457.844260 + Penalty 3219.752775 = -2332238.091485 nChanged 53 SP:Iteration 21Q (6225.524203 sec): 3 clusters Score: Raw -2335464.817690 + Penalty 3219.752775 = -2332245.064915 nChanged 52 SP:Iteration 22Q (6225.608537 sec): 3 clusters Score: Raw -2335471.978640 + Penalty 3219.752775 = -2332252.225865 nChanged 44 SP:Iteration 23Q (6225.678910 sec): 3 clusters Score: Raw -2335477.862062 + Penalty 3219.752775 = -2332258.109287 nChanged 41 SP:Iteration 24Q (6225.760825 sec): 3 clusters Score: Raw -2335482.498936 + Penalty 3219.752775 = -2332262.746161 nChanged 27 SP:Iteration 25Q (6225.841829 sec): 3 clusters Score: Raw -2335485.648240 + Penalty 3219.752775 = -2332265.895465 nChanged 36 SP:Iteration 26Q (6225.936626 sec): 3 clusters Score: Raw -2335489.648985 + Penalty 3219.752775 = -2332269.896210 nChanged 24 SP:Iteration 27Q (6226.015596 sec): 3 clusters Score: Raw -2335492.054012 + Penalty 3219.752775 = -2332272.301237 nChanged 21 SP:Iteration 28Q (6226.093790 sec): 3 clusters Score: Raw -2335494.209688 + Penalty 3219.752775 = -2332274.456913 nChanged 22 SP:Iteration 29Q (6226.164422 sec): 3 clusters Score: Raw -2335495.952204 + Penalty 3219.752775 = -2332276.199430 nChanged 13 SP:Iteration 30Q (6226.247946 sec): 3 clusters Score: Raw -2335496.717054 + Penalty 3219.752775 = -2332276.964279 nChanged 9 SP:Iteration 31Q (6226.330146 sec): 3 clusters Score: Raw -2335497.260487 + Penalty 3219.752775 = -2332277.507713 nChanged 7 SP:Iteration 32Q (6226.417961 sec): 3 clusters Score: Raw -2335497.747505 + Penalty 3219.752775 = -2332277.994730 nChanged 7 SP:Iteration 33Q (6226.490227 sec): 3 clusters Score: Raw -2335498.267218 + Penalty 3219.752775 = -2332278.514443 nChanged 4 SP:Iteration 34Q (6226.571403 sec): 3 clusters Score: Raw -2335498.653876 + Penalty 3219.752775 = -2332278.901101 nChanged 5 SP:Iteration 35Q (6226.657406 sec): 3 clusters Score: Raw -2335498.902598 + Penalty 3219.752775 = -2332279.149824 nChanged 2 SP:Iteration 36Q (6226.693123 sec): 3 clusters Score: Raw -2335498.972817 + Penalty 3219.752775 = -2332279.220042 nChanged 2 SP:Iteration 37Q (6226.783830 sec): 3 clusters Score: Raw -2335499.171140 + Penalty 3219.752775 = -2332279.418365 nChanged 2 SP:Iteration 38Q (6226.855343 sec): 3 clusters Score: Raw -2335499.294890 + Penalty 3219.752775 = -2332279.542115 nChanged 1 SP:Iteration 39Q (6226.936236 sec): 3 clusters Score: Raw -2335499.451292 + Penalty 3219.752775 = -2332279.698517 nChanged 6 SP:Iteration 40F (6227.016215 sec): 3 clusters Score: Raw -2335499.949029 + Penalty 3219.752775 = -2332280.196254 nChanged 8 SP:Iteration 41Q (6227.096936 sec): 3 clusters Score: Raw -2335500.688911 + Penalty 3219.752775 = -2332280.936136 nChanged 12 SP:Iteration 42Q (6227.176040 sec): 3 clusters Score: Raw -2335501.486671 + Penalty 3219.752775 = -2332281.733896 nChanged 3 SP:Iteration 43Q (6227.255166 sec): 3 clusters Score: Raw -2335501.736238 + Penalty 3219.752775 = -2332281.983463 nChanged 0 SP:Iteration 44F (6227.333895 sec): 3 clusters Score: Raw -2335501.736238 + Penalty 3219.752775 = -2332281.983463 nChanged 0 Score: Raw -99498286.495200 + Penalty 50666.184322 = -99447620.310877 Splitting cluster 17 changes total score from -99423145.909593 to -99447620.310877 So it's getting split into cluster 23. Trying to split cluster 18 (24907 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6239.451529 sec): 2 clusters Score: Raw -3310596.293866 + Penalty 1644.971927 = -3308951.321939 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6239.534619 sec): 3 clusters Score: Raw -3295417.567827 + Penalty 3289.943854 = -3292127.623973 nChanged 11284 SP:Iteration 1F (6239.623872 sec): 3 clusters Score: Raw -3301716.896909 + Penalty 3289.943854 = -3298426.953055 nChanged 1315 SP:Iteration 2F (6239.709540 sec): 3 clusters Score: Raw -3302270.437781 + Penalty 3289.943854 = -3298980.493926 nChanged 1392 SP:Iteration 3F (6239.799356 sec): 3 clusters Score: Raw -3302979.810619 + Penalty 3289.943854 = -3299689.866765 nChanged 1601 SP:Iteration 4F (6239.878551 sec): 3 clusters Score: Raw -3304059.444186 + Penalty 3289.943854 = -3300769.500331 nChanged 1904 SP:Iteration 5F (6239.970780 sec): 3 clusters Score: Raw -3305709.572714 + Penalty 3289.943854 = -3302419.628860 nChanged 2043 SP:Iteration 6F (6240.057029 sec): 3 clusters Score: Raw -3307644.289096 + Penalty 3289.943854 = -3304354.345242 nChanged 1831 SP:Iteration 7F (6240.135611 sec): 3 clusters Score: Raw -3309260.473115 + Penalty 3289.943854 = -3305970.529260 nChanged 1388 SP:Iteration 8F (6240.233981 sec): 3 clusters Score: Raw -3310453.520786 + Penalty 3289.943854 = -3307163.576931 nChanged 1044 SP:Iteration 9Q (6240.313579 sec): 3 clusters Score: Raw -3311300.075771 + Penalty 3289.943854 = -3308010.131916 nChanged 736 SP:Iteration 10Q (6240.407896 sec): 3 clusters Score: Raw -3311906.809432 + Penalty 3289.943854 = -3308616.865577 nChanged 621 SP:Iteration 11Q (6240.480240 sec): 3 clusters Score: Raw -3312413.181846 + Penalty 3289.943854 = -3309123.237992 nChanged 552 SP:Iteration 12Q (6240.575019 sec): 3 clusters Score: Raw -3312843.672677 + Penalty 3289.943854 = -3309553.728823 nChanged 458 SP:Iteration 13Q (6240.656952 sec): 3 clusters Score: Raw -3313181.630396 + Penalty 3289.943854 = -3309891.686541 nChanged 407 SP:Iteration 14Q (6240.745900 sec): 3 clusters Score: Raw -3313483.897752 + Penalty 3289.943854 = -3310193.953897 nChanged 351 SP:Iteration 15Q (6240.813833 sec): 3 clusters Score: Raw -3313774.123865 + Penalty 3289.943854 = -3310484.180011 nChanged 328 SP:Iteration 16Q (6240.896543 sec): 3 clusters Score: Raw -3314033.770479 + Penalty 3289.943854 = -3310743.826625 nChanged 272 SP:Iteration 17Q (6240.979716 sec): 3 clusters Score: Raw -3314223.018985 + Penalty 3289.943854 = -3310933.075131 nChanged 230 SP:Iteration 18Q (6241.051878 sec): 3 clusters Score: Raw -3314364.179024 + Penalty 3289.943854 = -3311074.235170 nChanged 203 SP:Iteration 19Q (6241.132580 sec): 3 clusters Score: Raw -3314449.421797 + Penalty 3289.943854 = -3311159.477942 nChanged 156 SP:Iteration 20F (6241.219628 sec): 3 clusters Score: Raw -3314504.157885 + Penalty 3289.943854 = -3311214.214030 nChanged 132 SP:Iteration 21Q (6241.299696 sec): 3 clusters Score: Raw -3314550.268227 + Penalty 3289.943854 = -3311260.324373 nChanged 117 SP:Iteration 22Q (6241.378455 sec): 3 clusters Score: Raw -3314586.707786 + Penalty 3289.943854 = -3311296.763931 nChanged 110 SP:Iteration 23Q (6241.459449 sec): 3 clusters Score: Raw -3314617.913490 + Penalty 3289.943854 = -3311327.969635 nChanged 106 SP:Iteration 24Q (6241.546853 sec): 3 clusters Score: Raw -3314649.331684 + Penalty 3289.943854 = -3311359.387829 nChanged 94 SP:Iteration 25Q (6241.629364 sec): 3 clusters Score: Raw -3314676.223659 + Penalty 3289.943854 = -3311386.279805 nChanged 86 SP:Iteration 26Q (6241.714741 sec): 3 clusters Score: Raw -3314697.656511 + Penalty 3289.943854 = -3311407.712657 nChanged 79 SP:Iteration 27Q (6241.797583 sec): 3 clusters Score: Raw -3314714.810813 + Penalty 3289.943854 = -3311424.866959 nChanged 74 SP:Iteration 28Q (6241.873270 sec): 3 clusters Score: Raw -3314727.783201 + Penalty 3289.943854 = -3311437.839347 nChanged 67 SP:Iteration 29Q (6241.949351 sec): 3 clusters Score: Raw -3314738.020502 + Penalty 3289.943854 = -3311448.076648 nChanged 47 SP:Iteration 30Q (6242.035484 sec): 3 clusters Score: Raw -3314742.894640 + Penalty 3289.943854 = -3311452.950786 nChanged 22 SP:Iteration 31Q (6242.114229 sec): 3 clusters Score: Raw -3314744.987955 + Penalty 3289.943854 = -3311455.044101 nChanged 24 SP:Iteration 32Q (6242.198163 sec): 3 clusters Score: Raw -3314746.767894 + Penalty 3289.943854 = -3311456.824040 nChanged 15 SP:Iteration 33Q (6242.275500 sec): 3 clusters Score: Raw -3314747.772432 + Penalty 3289.943854 = -3311457.828577 nChanged 9 SP:Iteration 34Q (6242.365121 sec): 3 clusters Score: Raw -3314748.232271 + Penalty 3289.943854 = -3311458.288416 nChanged 4 SP:Iteration 35Q (6242.444977 sec): 3 clusters Score: Raw -3314748.530583 + Penalty 3289.943854 = -3311458.586729 nChanged 5 SP:Iteration 36Q (6242.517226 sec): 3 clusters Score: Raw -3314748.773379 + Penalty 3289.943854 = -3311458.829524 nChanged 6 SP:Iteration 37Q (6242.601024 sec): 3 clusters Score: Raw -3314749.079674 + Penalty 3289.943854 = -3311459.135819 nChanged 5 SP:Iteration 38Q (6242.687726 sec): 3 clusters Score: Raw -3314749.361979 + Penalty 3289.943854 = -3311459.418125 nChanged 2 SP:Iteration 39Q (6242.749002 sec): 3 clusters Score: Raw -3314749.492290 + Penalty 3289.943854 = -3311459.548436 nChanged 2 SP:Iteration 40F (6242.831843 sec): 3 clusters Score: Raw -3314749.638895 + Penalty 3289.943854 = -3311459.695040 nChanged 2 SP:Iteration 41Q (6242.903305 sec): 3 clusters Score: Raw -3314749.725177 + Penalty 3289.943854 = -3311459.781323 nChanged 1 SP:Iteration 42Q (6242.986913 sec): 3 clusters Score: Raw -3314749.749608 + Penalty 3289.943854 = -3311459.805754 nChanged 0 SP:Iteration 43F (6243.073345 sec): 3 clusters Score: Raw -3314749.749608 + Penalty 3289.943854 = -3311459.805754 nChanged 0 Score: Raw -99502439.950941 + Penalty 52869.061902 = -99449570.889040 Splitting cluster 18 changes total score from -99423145.909593 to -99449570.889040 So it's getting split into cluster 24. Trying to split cluster 19 (61132 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6254.517439 sec): 2 clusters Score: Raw -7740541.657187 + Penalty 1790.878495 = -7738750.778691 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6254.664424 sec): 3 clusters Score: Raw -7701650.834948 + Penalty 3581.756990 = -7698069.077958 nChanged 28814 SP:Iteration 1F (6254.795034 sec): 3 clusters Score: Raw -7718787.459438 + Penalty 3581.756990 = -7715205.702447 nChanged 3055 SP:Iteration 2Q (6254.937600 sec): 3 clusters Score: Raw -7720124.451067 + Penalty 3581.756990 = -7716542.694077 nChanged 3314 SP:Iteration 3F (6255.091196 sec): 3 clusters Score: Raw -7721982.548241 + Penalty 3581.756990 = -7718400.791250 nChanged 3667 SP:Iteration 4F (6255.234999 sec): 3 clusters Score: Raw -7724387.109568 + Penalty 3581.756990 = -7720805.352578 nChanged 3854 SP:Iteration 5F (6255.368892 sec): 3 clusters Score: Raw -7726936.913436 + Penalty 3581.756990 = -7723355.156445 nChanged 3807 SP:Iteration 6F (6255.517768 sec): 3 clusters Score: Raw -7729364.345142 + Penalty 3581.756990 = -7725782.588152 nChanged 3566 SP:Iteration 7F (6255.657551 sec): 3 clusters Score: Raw -7731428.661179 + Penalty 3581.756990 = -7727846.904188 nChanged 2977 SP:Iteration 8Q (6255.802057 sec): 3 clusters Score: Raw -7732940.319484 + Penalty 3581.756990 = -7729358.562493 nChanged 2272 SP:Iteration 9Q (6255.942260 sec): 3 clusters Score: Raw -7733880.213341 + Penalty 3581.756990 = -7730298.456351 nChanged 1682 SP:Iteration 10Q (6256.095643 sec): 3 clusters Score: Raw -7734442.392558 + Penalty 3581.756990 = -7730860.635568 nChanged 1261 SP:Iteration 11Q (6256.248973 sec): 3 clusters Score: Raw -7734798.547001 + Penalty 3581.756990 = -7731216.790011 nChanged 998 SP:Iteration 12Q (6256.387015 sec): 3 clusters Score: Raw -7735054.099768 + Penalty 3581.756990 = -7731472.342777 nChanged 854 SP:Iteration 13Q (6256.533355 sec): 3 clusters Score: Raw -7735260.546899 + Penalty 3581.756990 = -7731678.789908 nChanged 828 SP:Iteration 14Q (6256.686549 sec): 3 clusters Score: Raw -7735456.214695 + Penalty 3581.756990 = -7731874.457704 nChanged 800 SP:Iteration 15Q (6256.835949 sec): 3 clusters Score: Raw -7735647.533590 + Penalty 3581.756990 = -7732065.776599 nChanged 882 SP:Iteration 16Q (6256.988563 sec): 3 clusters Score: Raw -7735872.254232 + Penalty 3581.756990 = -7732290.497242 nChanged 924 SP:Iteration 17Q (6257.130647 sec): 3 clusters Score: Raw -7736133.173360 + Penalty 3581.756990 = -7732551.416370 nChanged 1025 SP:Iteration 18Q (6257.280680 sec): 3 clusters Score: Raw -7736474.182791 + Penalty 3581.756990 = -7732892.425800 nChanged 1126 SP:Iteration 19Q (6257.429821 sec): 3 clusters Score: Raw -7736900.227783 + Penalty 3581.756990 = -7733318.470792 nChanged 1188 SP:Iteration 20F (6257.572572 sec): 3 clusters Score: Raw -7737387.145453 + Penalty 3581.756990 = -7733805.388462 nChanged 1169 SP:Iteration 21Q (6257.718683 sec): 3 clusters Score: Raw -7737934.145016 + Penalty 3581.756990 = -7734352.388026 nChanged 1148 SP:Iteration 22Q (6257.870871 sec): 3 clusters Score: Raw -7738547.293157 + Penalty 3581.756990 = -7734965.536167 nChanged 1103 SP:Iteration 23Q (6258.007712 sec): 3 clusters Score: Raw -7739155.574335 + Penalty 3581.756990 = -7735573.817345 nChanged 974 SP:Iteration 24Q (6258.144814 sec): 3 clusters Score: Raw -7739666.165906 + Penalty 3581.756990 = -7736084.408916 nChanged 856 SP:Iteration 25Q (6258.295341 sec): 3 clusters Score: Raw -7740082.646494 + Penalty 3581.756990 = -7736500.889503 nChanged 743 SP:Iteration 26Q (6258.426793 sec): 3 clusters Score: Raw -7740366.878508 + Penalty 3581.756990 = -7736785.121517 nChanged 657 SP:Iteration 27Q (6258.581531 sec): 3 clusters Score: Raw -7740580.084164 + Penalty 3581.756990 = -7736998.327174 nChanged 603 SP:Iteration 28Q (6258.716862 sec): 3 clusters Score: Raw -7740753.381274 + Penalty 3581.756990 = -7737171.624283 nChanged 538 SP:Iteration 29Q (6258.872954 sec): 3 clusters Score: Raw -7740894.525437 + Penalty 3581.756990 = -7737312.768446 nChanged 466 SP:Iteration 30Q (6259.000173 sec): 3 clusters Score: Raw -7740999.000117 + Penalty 3581.756990 = -7737417.243127 nChanged 394 SP:Iteration 31Q (6259.138496 sec): 3 clusters Score: Raw -7741081.365330 + Penalty 3581.756990 = -7737499.608339 nChanged 372 SP:Iteration 32Q (6259.271002 sec): 3 clusters Score: Raw -7741160.834736 + Penalty 3581.756990 = -7737579.077745 nChanged 357 SP:Iteration 33Q (6259.403877 sec): 3 clusters Score: Raw -7741237.595470 + Penalty 3581.756990 = -7737655.838480 nChanged 325 SP:Iteration 34Q (6259.528393 sec): 3 clusters Score: Raw -7741299.386474 + Penalty 3581.756990 = -7737717.629484 nChanged 292 SP:Iteration 35Q (6259.637020 sec): 3 clusters Score: Raw -7741352.897230 + Penalty 3581.756990 = -7737771.140240 nChanged 291 SP:Iteration 36Q (6259.766814 sec): 3 clusters Score: Raw -7741401.526242 + Penalty 3581.756990 = -7737819.769251 nChanged 257 SP:Iteration 37Q (6259.906714 sec): 3 clusters Score: Raw -7741445.742042 + Penalty 3581.756990 = -7737863.985052 nChanged 235 SP:Iteration 38Q (6260.044298 sec): 3 clusters Score: Raw -7741484.746135 + Penalty 3581.756990 = -7737902.989145 nChanged 222 SP:Iteration 39Q (6260.195762 sec): 3 clusters Score: Raw -7741516.850222 + Penalty 3581.756990 = -7737935.093231 nChanged 186 SP:Iteration 40F (6260.342107 sec): 3 clusters Score: Raw -7741542.661578 + Penalty 3581.756990 = -7737960.904588 nChanged 156 SP:Iteration 41Q (6260.475744 sec): 3 clusters Score: Raw -7741562.357485 + Penalty 3581.756990 = -7737980.600494 nChanged 153 SP:Iteration 42Q (6260.610381 sec): 3 clusters Score: Raw -7741582.768190 + Penalty 3581.756990 = -7738001.011200 nChanged 145 SP:Iteration 43Q (6260.755778 sec): 3 clusters Score: Raw -7741602.489124 + Penalty 3581.756990 = -7738020.732134 nChanged 148 SP:Iteration 44Q (6260.893871 sec): 3 clusters Score: Raw -7741622.156281 + Penalty 3581.756990 = -7738040.399290 nChanged 135 SP:Iteration 45Q (6261.027424 sec): 3 clusters Score: Raw -7741638.389017 + Penalty 3581.756990 = -7738056.632027 nChanged 141 SP:Iteration 46Q (6261.152453 sec): 3 clusters Score: Raw -7741654.678461 + Penalty 3581.756990 = -7738072.921471 nChanged 124 SP:Iteration 47Q (6261.281353 sec): 3 clusters Score: Raw -7741668.102265 + Penalty 3581.756990 = -7738086.345275 nChanged 110 SP:Iteration 48Q (6261.411013 sec): 3 clusters Score: Raw -7741681.153224 + Penalty 3581.756990 = -7738099.396233 nChanged 109 SP:Iteration 49Q (6261.528282 sec): 3 clusters Score: Raw -7741694.701291 + Penalty 3581.756990 = -7738112.944300 nChanged 109 SP:Iteration 50Q (6261.659159 sec): 3 clusters Score: Raw -7741707.210266 + Penalty 3581.756990 = -7738125.453275 nChanged 102 SP:Iteration 51Q (6261.809686 sec): 3 clusters Score: Raw -7741717.545634 + Penalty 3581.756990 = -7738135.788644 nChanged 91 SP:Iteration 52Q (6261.945764 sec): 3 clusters Score: Raw -7741728.551514 + Penalty 3581.756990 = -7738146.794523 nChanged 94 SP:Iteration 53Q (6262.067177 sec): 3 clusters Score: Raw -7741739.518207 + Penalty 3581.756990 = -7738157.761216 nChanged 72 SP:Iteration 54Q (6262.202641 sec): 3 clusters Score: Raw -7741745.507367 + Penalty 3581.756990 = -7738163.750376 nChanged 68 SP:Iteration 55Q (6262.337769 sec): 3 clusters Score: Raw -7741751.532491 + Penalty 3581.756990 = -7738169.775501 nChanged 73 SP:Iteration 56Q (6262.482924 sec): 3 clusters Score: Raw -7741758.024993 + Penalty 3581.756990 = -7738176.268002 nChanged 68 SP:Iteration 57Q (6262.622401 sec): 3 clusters Score: Raw -7741763.552021 + Penalty 3581.756990 = -7738181.795030 nChanged 52 SP:Iteration 58Q (6262.759043 sec): 3 clusters Score: Raw -7741769.873912 + Penalty 3581.756990 = -7738188.116921 nChanged 74 SP:Iteration 59Q (6262.887189 sec): 3 clusters Score: Raw -7741780.009162 + Penalty 3581.756990 = -7738198.252172 nChanged 73 SP:Iteration 60F (6263.021490 sec): 3 clusters Score: Raw -7741789.744416 + Penalty 3581.756990 = -7738207.987426 nChanged 64 SP:Iteration 61Q (6263.143703 sec): 3 clusters Score: Raw -7741796.506038 + Penalty 3581.756990 = -7738214.749047 nChanged 60 SP:Iteration 62Q (6263.272692 sec): 3 clusters Score: Raw -7741801.477404 + Penalty 3581.756990 = -7738219.720414 nChanged 51 SP:Iteration 63Q (6263.386517 sec): 3 clusters Score: Raw -7741805.361511 + Penalty 3581.756990 = -7738223.604520 nChanged 32 SP:Iteration 64Q (6263.514999 sec): 3 clusters Score: Raw -7741808.177942 + Penalty 3581.756990 = -7738226.420952 nChanged 26 SP:Iteration 65Q (6263.646122 sec): 3 clusters Score: Raw -7741810.572690 + Penalty 3581.756990 = -7738228.815700 nChanged 31 SP:Iteration 66Q (6263.778002 sec): 3 clusters Score: Raw -7741812.943413 + Penalty 3581.756990 = -7738231.186423 nChanged 36 SP:Iteration 67Q (6263.925945 sec): 3 clusters Score: Raw -7741816.246927 + Penalty 3581.756990 = -7738234.489937 nChanged 33 SP:Iteration 68Q (6264.053616 sec): 3 clusters Score: Raw -7741818.513535 + Penalty 3581.756990 = -7738236.756544 nChanged 23 SP:Iteration 69Q (6264.192511 sec): 3 clusters Score: Raw -7741820.328382 + Penalty 3581.756990 = -7738238.571392 nChanged 20 SP:Iteration 70Q (6264.324549 sec): 3 clusters Score: Raw -7741822.049385 + Penalty 3581.756990 = -7738240.292394 nChanged 22 SP:Iteration 71Q (6264.468273 sec): 3 clusters Score: Raw -7741823.708913 + Penalty 3581.756990 = -7738241.951923 nChanged 21 SP:Iteration 72Q (6264.600760 sec): 3 clusters Score: Raw -7741825.289087 + Penalty 3581.756990 = -7738243.532097 nChanged 19 SP:Iteration 73Q (6264.729241 sec): 3 clusters Score: Raw -7741826.753566 + Penalty 3581.756990 = -7738244.996575 nChanged 20 SP:Iteration 74Q (6264.856116 sec): 3 clusters Score: Raw -7741828.355191 + Penalty 3581.756990 = -7738246.598201 nChanged 22 SP:Iteration 75Q (6264.984722 sec): 3 clusters Score: Raw -7741830.107291 + Penalty 3581.756990 = -7738248.350301 nChanged 18 SP:Iteration 76Q (6265.098500 sec): 3 clusters Score: Raw -7741831.247749 + Penalty 3581.756990 = -7738249.490758 nChanged 22 SP:Iteration 77Q (6265.210884 sec): 3 clusters Score: Raw -7741832.860452 + Penalty 3581.756990 = -7738251.103461 nChanged 20 SP:Iteration 78Q (6265.334571 sec): 3 clusters Score: Raw -7741834.480504 + Penalty 3581.756990 = -7738252.723514 nChanged 18 SP:Iteration 79Q (6265.465938 sec): 3 clusters Score: Raw -7741836.008801 + Penalty 3581.756990 = -7738254.251810 nChanged 21 SP:Iteration 80F (6265.610356 sec): 3 clusters Score: Raw -7741838.038851 + Penalty 3581.756990 = -7738256.281861 nChanged 19 SP:Iteration 81Q (6265.742908 sec): 3 clusters Score: Raw -7741839.837768 + Penalty 3581.756990 = -7738258.080778 nChanged 24 SP:Iteration 82Q (6265.870391 sec): 3 clusters Score: Raw -7741842.093702 + Penalty 3581.756990 = -7738260.336711 nChanged 26 SP:Iteration 83Q (6266.002393 sec): 3 clusters Score: Raw -7741844.725867 + Penalty 3581.756990 = -7738262.968876 nChanged 29 SP:Iteration 84Q (6266.130597 sec): 3 clusters Score: Raw -7741848.216866 + Penalty 3581.756990 = -7738266.459875 nChanged 30 SP:Iteration 85Q (6266.264550 sec): 3 clusters Score: Raw -7741851.283427 + Penalty 3581.756990 = -7738269.526437 nChanged 32 SP:Iteration 86Q (6266.390511 sec): 3 clusters Score: Raw -7741854.073651 + Penalty 3581.756990 = -7738272.316661 nChanged 24 SP:Iteration 87Q (6266.518002 sec): 3 clusters Score: Raw -7741856.233144 + Penalty 3581.756990 = -7738274.476154 nChanged 21 SP:Iteration 88Q (6266.633713 sec): 3 clusters Score: Raw -7741858.085824 + Penalty 3581.756990 = -7738276.328834 nChanged 18 SP:Iteration 89Q (6266.745947 sec): 3 clusters Score: Raw -7741859.456855 + Penalty 3581.756990 = -7738277.699865 nChanged 16 SP:Iteration 90Q (6266.878898 sec): 3 clusters Score: Raw -7741860.785335 + Penalty 3581.756990 = -7738279.028345 nChanged 15 SP:Iteration 91Q (6267.003391 sec): 3 clusters Score: Raw -7741861.623677 + Penalty 3581.756990 = -7738279.866687 nChanged 11 SP:Iteration 92Q (6267.136745 sec): 3 clusters Score: Raw -7741862.281131 + Penalty 3581.756990 = -7738280.524140 nChanged 6 SP:Iteration 93Q (6267.269241 sec): 3 clusters Score: Raw -7741862.472060 + Penalty 3581.756990 = -7738280.715069 nChanged 3 SP:Iteration 94Q (6267.400066 sec): 3 clusters Score: Raw -7741862.552632 + Penalty 3581.756990 = -7738280.795642 nChanged 2 SP:Iteration 95Q (6267.542078 sec): 3 clusters Score: Raw -7741862.709786 + Penalty 3581.756990 = -7738280.952796 nChanged 3 SP:Iteration 96Q (6267.672025 sec): 3 clusters Score: Raw -7741862.869271 + Penalty 3581.756990 = -7738281.112281 nChanged 2 SP:Iteration 97Q (6267.815769 sec): 3 clusters Score: Raw -7741862.927355 + Penalty 3581.756990 = -7738281.170364 nChanged 2 SP:Iteration 98Q (6267.953156 sec): 3 clusters Score: Raw -7741862.990656 + Penalty 3581.756990 = -7738281.233666 nChanged 3 SP:Iteration 99Q (6268.086385 sec): 3 clusters Score: Raw -7741863.118609 + Penalty 3581.756990 = -7738281.361619 nChanged 3 SP:Iteration 100F (6268.231540 sec): 3 clusters Score: Raw -7741863.263451 + Penalty 3581.756990 = -7738281.506461 nChanged 2 SP:Iteration 101Q (6268.346978 sec): 3 clusters Score: Raw -7741863.360388 + Penalty 3581.756990 = -7738281.603397 nChanged 5 SP:Iteration 102Q (6268.452842 sec): 3 clusters Score: Raw -7741863.816547 + Penalty 3581.756990 = -7738282.059556 nChanged 9 SP:Iteration 103Q (6268.577932 sec): 3 clusters Score: Raw -7741864.540286 + Penalty 3581.756990 = -7738282.783296 nChanged 10 SP:Iteration 104Q (6268.711645 sec): 3 clusters Score: Raw -7741865.190842 + Penalty 3581.756990 = -7738283.433851 nChanged 10 SP:Iteration 105Q (6268.847366 sec): 3 clusters Score: Raw -7741866.000710 + Penalty 3581.756990 = -7738284.243720 nChanged 10 SP:Iteration 106Q (6268.986055 sec): 3 clusters Score: Raw -7741866.922826 + Penalty 3581.756990 = -7738285.165836 nChanged 14 SP:Iteration 107Q (6269.128228 sec): 3 clusters Score: Raw -7741868.203790 + Penalty 3581.756990 = -7738286.446800 nChanged 13 SP:Iteration 108Q (6269.251029 sec): 3 clusters Score: Raw -7741869.060973 + Penalty 3581.756990 = -7738287.303983 nChanged 8 SP:Iteration 109Q (6269.386604 sec): 3 clusters Score: Raw -7741869.535922 + Penalty 3581.756990 = -7738287.778931 nChanged 5 SP:Iteration 110Q (6269.517647 sec): 3 clusters Score: Raw -7741869.907448 + Penalty 3581.756990 = -7738288.150457 nChanged 10 SP:Iteration 111Q (6269.649786 sec): 3 clusters Score: Raw -7741870.761294 + Penalty 3581.756990 = -7738289.004304 nChanged 7 SP:Iteration 112Q (6269.776884 sec): 3 clusters Score: Raw -7741871.258123 + Penalty 3581.756990 = -7738289.501133 nChanged 2 SP:Iteration 113Q (6269.903435 sec): 3 clusters Score: Raw -7741871.395079 + Penalty 3581.756990 = -7738289.638089 nChanged 4 SP:Iteration 114Q (6270.031184 sec): 3 clusters Score: Raw -7741871.769423 + Penalty 3581.756990 = -7738290.012433 nChanged 7 SP:Iteration 115Q (6270.138526 sec): 3 clusters Score: Raw -7741872.273094 + Penalty 3581.756990 = -7738290.516104 nChanged 4 SP:Iteration 116Q (6270.268784 sec): 3 clusters Score: Raw -7741872.509674 + Penalty 3581.756990 = -7738290.752683 nChanged 5 SP:Iteration 117Q (6270.402616 sec): 3 clusters Score: Raw -7741872.816783 + Penalty 3581.756990 = -7738291.059792 nChanged 3 SP:Iteration 118Q (6270.542724 sec): 3 clusters Score: Raw -7741873.010245 + Penalty 3581.756990 = -7738291.253254 nChanged 5 SP:Iteration 119Q (6270.675218 sec): 3 clusters Score: Raw -7741873.271124 + Penalty 3581.756990 = -7738291.514133 nChanged 4 SP:Iteration 120F (6270.814373 sec): 3 clusters Score: Raw -7741873.493215 + Penalty 3581.756990 = -7738291.736224 nChanged 4 SP:Iteration 121Q (6270.908222 sec): 3 clusters Score: Raw -7741873.662235 + Penalty 3581.756990 = -7738291.905244 nChanged 2 SP:Iteration 122Q (6271.010001 sec): 3 clusters Score: Raw -7741873.762855 + Penalty 3581.756990 = -7738292.005865 nChanged 0 SP:Iteration 123F (6271.160202 sec): 3 clusters Score: Raw -7741873.762855 + Penalty 3581.756990 = -7738292.005865 nChanged 0 Trying to split cluster 20 (3204 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6271.193596 sec): 2 clusters Score: Raw -387375.939832 + Penalty 1311.725238 = -386064.214594 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6271.248010 sec): 3 clusters Score: Raw -385914.784333 + Penalty 2623.450475 = -383291.333858 nChanged 1238 SP:Iteration 1F (6271.284989 sec): 3 clusters Score: Raw -386905.999422 + Penalty 2623.450475 = -384282.548947 nChanged 378 SP:Iteration 2F (6271.334640 sec): 3 clusters Score: Raw -387437.880704 + Penalty 2623.450475 = -384814.430228 nChanged 319 SP:Iteration 3F (6271.387086 sec): 3 clusters Score: Raw -387898.235054 + Penalty 2623.450475 = -385274.784579 nChanged 234 SP:Iteration 4F (6271.432698 sec): 3 clusters Score: Raw -388164.156348 + Penalty 2623.450475 = -385540.705873 nChanged 168 SP:Iteration 5F (6271.488074 sec): 3 clusters Score: Raw -388327.151509 + Penalty 2623.450475 = -385703.701033 nChanged 110 SP:Iteration 6Q (6271.525220 sec): 3 clusters Score: Raw -388409.251422 + Penalty 2623.450475 = -385785.800947 nChanged 58 SP:Iteration 7Q (6271.578862 sec): 3 clusters Score: Raw -388440.843534 + Penalty 2623.450475 = -385817.393059 nChanged 41 SP:Iteration 8Q (6271.631862 sec): 3 clusters Score: Raw -388459.770514 + Penalty 2623.450475 = -385836.320039 nChanged 26 SP:Iteration 9Q (6271.683556 sec): 3 clusters Score: Raw -388471.196634 + Penalty 2623.450475 = -385847.746159 nChanged 25 SP:Iteration 10Q (6271.732443 sec): 3 clusters Score: Raw -388481.560260 + Penalty 2623.450475 = -385858.109785 nChanged 30 SP:Iteration 11Q (6271.797654 sec): 3 clusters Score: Raw -388494.321022 + Penalty 2623.450475 = -385870.870546 nChanged 25 SP:Iteration 12Q (6271.842436 sec): 3 clusters Score: Raw -388505.832911 + Penalty 2623.450475 = -385882.382436 nChanged 31 SP:Iteration 13Q (6271.894649 sec): 3 clusters Score: Raw -388521.308494 + Penalty 2623.450475 = -385897.858019 nChanged 30 SP:Iteration 14Q (6271.948144 sec): 3 clusters Score: Raw -388533.251150 + Penalty 2623.450475 = -385909.800675 nChanged 20 SP:Iteration 15Q (6271.996968 sec): 3 clusters Score: Raw -388545.514102 + Penalty 2623.450475 = -385922.063626 nChanged 16 SP:Iteration 16Q (6272.050133 sec): 3 clusters Score: Raw -388556.175816 + Penalty 2623.450475 = -385932.725341 nChanged 21 SP:Iteration 17Q (6272.103189 sec): 3 clusters Score: Raw -388564.568736 + Penalty 2623.450475 = -385941.118260 nChanged 17 SP:Iteration 18Q (6272.156456 sec): 3 clusters Score: Raw -388568.914296 + Penalty 2623.450475 = -385945.463821 nChanged 15 SP:Iteration 19Q (6272.208449 sec): 3 clusters Score: Raw -388574.196329 + Penalty 2623.450475 = -385950.745854 nChanged 11 SP:Iteration 20F (6272.261058 sec): 3 clusters Score: Raw -388578.617014 + Penalty 2623.450475 = -385955.166539 nChanged 12 SP:Iteration 21Q (6272.313183 sec): 3 clusters Score: Raw -388582.545472 + Penalty 2623.450475 = -385959.094997 nChanged 8 SP:Iteration 22Q (6272.365349 sec): 3 clusters Score: Raw -388590.851603 + Penalty 2623.450475 = -385967.401127 nChanged 14 SP:Iteration 23Q (6272.411016 sec): 3 clusters Score: Raw -388599.970032 + Penalty 2623.450475 = -385976.519557 nChanged 15 SP:Iteration 24Q (6272.463272 sec): 3 clusters Score: Raw -388606.307654 + Penalty 2623.450475 = -385982.857179 nChanged 15 SP:Iteration 25Q (6272.515381 sec): 3 clusters Score: Raw -388611.664138 + Penalty 2623.450475 = -385988.213663 nChanged 14 SP:Iteration 26Q (6272.566373 sec): 3 clusters Score: Raw -388619.196623 + Penalty 2623.450475 = -385995.746148 nChanged 20 SP:Iteration 27Q (6272.618814 sec): 3 clusters Score: Raw -388625.528686 + Penalty 2623.450475 = -386002.078211 nChanged 16 SP:Iteration 28Q (6272.670969 sec): 3 clusters Score: Raw -388629.627941 + Penalty 2623.450475 = -386006.177466 nChanged 11 SP:Iteration 29Q (6272.719795 sec): 3 clusters Score: Raw -388632.265586 + Penalty 2623.450475 = -386008.815111 nChanged 6 SP:Iteration 30Q (6272.735523 sec): 3 clusters Score: Raw -388633.650143 + Penalty 2623.450475 = -386010.199667 nChanged 7 SP:Iteration 31Q (6272.750832 sec): 3 clusters Score: Raw -388635.215005 + Penalty 2623.450475 = -386011.764530 nChanged 5 SP:Iteration 32Q (6272.766167 sec): 3 clusters Score: Raw -388636.148187 + Penalty 2623.450475 = -386012.697712 nChanged 2 SP:Iteration 33Q (6272.781425 sec): 3 clusters Score: Raw -388636.526425 + Penalty 2623.450475 = -386013.075950 nChanged 1 SP:Iteration 34Q (6272.796614 sec): 3 clusters Score: Raw -388636.686747 + Penalty 2623.450475 = -386013.236272 nChanged 0 SP:Iteration 35F (6272.812269 sec): 3 clusters Score: Raw -388636.686747 + Penalty 2623.450475 = -386013.236272 nChanged 0 Iteration 20F (6284.158450 sec): 25 clusters Score: Raw -99522569.394611 + Penalty 52869.061902 = -99469700.332709 nChanged 39199 Iteration 21F (6295.424402 sec): 25 clusters Score: Raw -99549807.191650 + Penalty 52869.061902 = -99496938.129749 nChanged 39652 Iteration 22F (6306.662025 sec): 25 clusters Score: Raw -99577812.154681 + Penalty 52869.061902 = -99524943.092780 nChanged 43364 Iteration 23F (6317.903639 sec): 25 clusters Score: Raw -99608772.727912 + Penalty 52869.061902 = -99555903.666010 nChanged 46509 Iteration 24F (6329.255010 sec): 25 clusters Score: Raw -99642153.752727 + Penalty 52869.061902 = -99589284.690825 nChanged 49760 Iteration 25F (6340.590489 sec): 25 clusters Score: Raw -99678739.544624 + Penalty 52869.061902 = -99625870.482722 nChanged 51785 Iteration 26F (6351.907797 sec): 25 clusters Score: Raw -99718103.024388 + Penalty 52869.061902 = -99665233.962486 nChanged 52204 Iteration 27F (6363.192635 sec): 25 clusters Score: Raw -99758987.517204 + Penalty 52869.061902 = -99706118.455303 nChanged 49696 Iteration 28F (6374.379766 sec): 25 clusters Score: Raw -99797263.822501 + Penalty 52869.061902 = -99744394.760599 nChanged 43143 Iteration 29F (6385.545079 sec): 25 clusters Score: Raw -99827496.705681 + Penalty 52869.061902 = -99774627.643779 nChanged 35301 Iteration 30Q (6391.384490 sec): 25 clusters Score: Raw -99849558.462871 + Penalty 52869.061902 = -99796689.400970 nChanged 28290 Iteration 31Q (6397.040323 sec): 25 clusters Score: Raw -99865416.214935 + Penalty 52869.061902 = -99812547.153033 nChanged 22785 Iteration 32Q (6402.814392 sec): 25 clusters Score: Raw -99877100.763303 + Penalty 52869.061902 = -99824231.701402 nChanged 18794 Iteration 33Q (6408.611194 sec): 25 clusters Score: Raw -99885851.645725 + Penalty 52869.061902 = -99832982.583823 nChanged 15199 Iteration 34Q (6414.369738 sec): 25 clusters Score: Raw -99892174.617174 + Penalty 52869.061902 = -99839305.555272 nChanged 12526 Iteration 35Q (6420.140787 sec): 25 clusters Score: Raw -99896790.316369 + Penalty 52869.061902 = -99843921.254468 nChanged 10195 Iteration 36Q (6425.658125 sec): 25 clusters Score: Raw -99900070.740332 + Penalty 52869.061902 = -99847201.678430 nChanged 8219 Iteration 37Q (6431.288273 sec): 25 clusters Score: Raw -99902404.886881 + Penalty 52869.061902 = -99849535.824979 nChanged 6837 Iteration 38Q (6436.871387 sec): 25 clusters Score: Raw -99904179.319492 + Penalty 52869.061902 = -99851310.257591 nChanged 5769 Iteration 39Q (6442.441047 sec): 25 clusters Score: Raw -99905656.715427 + Penalty 52869.061902 = -99852787.653525 nChanged 5040 Iteration 40F (6453.766783 sec): 25 clusters Score: Raw -99908274.091585 + Penalty 52869.061902 = -99855405.029683 nChanged 6005 Iteration 41Q (6459.516402 sec): 25 clusters Score: Raw -99910440.442639 + Penalty 52869.061902 = -99857571.380737 nChanged 5613 Iteration 42Q (6465.323863 sec): 25 clusters Score: Raw -99912022.695738 + Penalty 52869.061902 = -99859153.633837 nChanged 5108 Iteration 43Q (6471.046192 sec): 25 clusters Score: Raw -99913206.796291 + Penalty 52869.061902 = -99860337.734390 nChanged 4569 Iteration 44Q (6476.773110 sec): 25 clusters Score: Raw -99914090.795303 + Penalty 52869.061902 = -99861221.733401 nChanged 4025 Iteration 45Q (6482.478548 sec): 25 clusters Score: Raw -99914774.689917 + Penalty 52869.061902 = -99861905.628016 nChanged 3584 Iteration 46Q (6488.145459 sec): 25 clusters Score: Raw -99915327.877999 + Penalty 52869.061902 = -99862458.816097 nChanged 3271 Iteration 47Q (6493.717600 sec): 25 clusters Score: Raw -99915799.599084 + Penalty 52869.061902 = -99862930.537183 nChanged 3080 Iteration 48Q (6499.429803 sec): 25 clusters Score: Raw -99916223.043926 + Penalty 52869.061902 = -99863353.982025 nChanged 2894 Iteration 49Q (6505.032947 sec): 25 clusters Score: Raw -99916604.538002 + Penalty 52869.061902 = -99863735.476101 nChanged 2712 Iteration 50Q (6510.652065 sec): 25 clusters Score: Raw -99916946.915932 + Penalty 52869.061902 = -99864077.854030 nChanged 2525 Iteration 51Q (6516.231002 sec): 25 clusters Score: Raw -99917258.278562 + Penalty 52869.061902 = -99864389.216660 nChanged 2451 Iteration 52Q (6521.596944 sec): 25 clusters Score: Raw -99917542.049782 + Penalty 52869.061902 = -99864672.987880 nChanged 2263 Iteration 53Q (6527.192109 sec): 25 clusters Score: Raw -99917789.095237 + Penalty 52869.061902 = -99864920.033336 nChanged 2157 Iteration 54Q (6532.720288 sec): 25 clusters Score: Raw -99918018.060728 + Penalty 52869.061902 = -99865148.998826 nChanged 2092 Iteration 55Q (6538.222141 sec): 25 clusters Score: Raw -99918243.258558 + Penalty 52869.061902 = -99865374.196656 nChanged 1990 Iteration 56Q (6543.822308 sec): 25 clusters Score: Raw -99918446.361682 + Penalty 52869.061902 = -99865577.299781 nChanged 1966 Iteration 57Q (6549.477646 sec): 25 clusters Score: Raw -99918638.670367 + Penalty 52869.061902 = -99865769.608465 nChanged 1815 Iteration 58Q (6555.033897 sec): 25 clusters Score: Raw -99918810.048409 + Penalty 52869.061902 = -99865940.986507 nChanged 1715 Writing temp clu file Because OldScore, -99865769.608465, is greater than current (better) Score,-99865940.986507 Compute initial score before splitting: Score: Raw -99918810.048409 + Penalty 52869.061902 = -99865940.986507 Trying to split cluster 1 (4110 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6555.309613 sec): 2 clusters Score: Raw -547375.020866 + Penalty 1352.191475 = -546022.829391 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6555.361684 sec): 3 clusters Score: Raw -545300.213767 + Penalty 2704.382950 = -542595.830817 nChanged 1629 SP:Iteration 1F (6555.401200 sec): 3 clusters Score: Raw -546232.539009 + Penalty 2704.382950 = -543528.156059 nChanged 287 SP:Iteration 2F (6555.455097 sec): 3 clusters Score: Raw -546400.703779 + Penalty 2704.382950 = -543696.320829 nChanged 226 SP:Iteration 3F (6555.509044 sec): 3 clusters Score: Raw -546525.078669 + Penalty 2704.382950 = -543820.695719 nChanged 183 SP:Iteration 4Q (6555.565859 sec): 3 clusters Score: Raw -546615.239059 + Penalty 2704.382950 = -543910.856110 nChanged 153 SP:Iteration 5Q (6555.619489 sec): 3 clusters Score: Raw -546695.563906 + Penalty 2704.382950 = -543991.180957 nChanged 121 SP:Iteration 6Q (6555.667335 sec): 3 clusters Score: Raw -546759.154818 + Penalty 2704.382950 = -544054.771868 nChanged 110 SP:Iteration 7Q (6555.719928 sec): 3 clusters Score: Raw -546819.270907 + Penalty 2704.382950 = -544114.887957 nChanged 94 SP:Iteration 8Q (6555.778435 sec): 3 clusters Score: Raw -546870.864470 + Penalty 2704.382950 = -544166.481520 nChanged 96 SP:Iteration 9Q (6555.822884 sec): 3 clusters Score: Raw -546929.291656 + Penalty 2704.382950 = -544224.908706 nChanged 95 SP:Iteration 10Q (6555.878097 sec): 3 clusters Score: Raw -546990.840585 + Penalty 2704.382950 = -544286.457635 nChanged 103 SP:Iteration 11Q (6555.924487 sec): 3 clusters Score: Raw -547054.553052 + Penalty 2704.382950 = -544350.170102 nChanged 88 SP:Iteration 12Q (6555.990542 sec): 3 clusters Score: Raw -547100.576802 + Penalty 2704.382950 = -544396.193852 nChanged 79 SP:Iteration 13Q (6556.026469 sec): 3 clusters Score: Raw -547142.869041 + Penalty 2704.382950 = -544438.486091 nChanged 70 SP:Iteration 14Q (6556.082189 sec): 3 clusters Score: Raw -547181.949445 + Penalty 2704.382950 = -544477.566495 nChanged 65 SP:Iteration 15Q (6556.137737 sec): 3 clusters Score: Raw -547226.220918 + Penalty 2704.382950 = -544521.837968 nChanged 58 SP:Iteration 16Q (6556.187227 sec): 3 clusters Score: Raw -547261.335102 + Penalty 2704.382950 = -544556.952152 nChanged 61 SP:Iteration 17Q (6556.241010 sec): 3 clusters Score: Raw -547300.206301 + Penalty 2704.382950 = -544595.823351 nChanged 50 SP:Iteration 18Q (6556.294581 sec): 3 clusters Score: Raw -547328.480303 + Penalty 2704.382950 = -544624.097353 nChanged 49 SP:Iteration 19Q (6556.338195 sec): 3 clusters Score: Raw -547353.319215 + Penalty 2704.382950 = -544648.936265 nChanged 53 SP:Iteration 20F (6556.392072 sec): 3 clusters Score: Raw -547382.755080 + Penalty 2704.382950 = -544678.372130 nChanged 45 SP:Iteration 21Q (6556.445249 sec): 3 clusters Score: Raw -547413.690306 + Penalty 2704.382950 = -544709.307356 nChanged 41 SP:Iteration 22Q (6556.498614 sec): 3 clusters Score: Raw -547446.763614 + Penalty 2704.382950 = -544742.380664 nChanged 52 SP:Iteration 23Q (6556.563692 sec): 3 clusters Score: Raw -547486.121658 + Penalty 2704.382950 = -544781.738708 nChanged 46 SP:Iteration 24Q (6556.605106 sec): 3 clusters Score: Raw -547517.040893 + Penalty 2704.382950 = -544812.657943 nChanged 41 SP:Iteration 25Q (6556.658374 sec): 3 clusters Score: Raw -547541.853402 + Penalty 2704.382950 = -544837.470452 nChanged 37 SP:Iteration 26Q (6556.712114 sec): 3 clusters Score: Raw -547570.638681 + Penalty 2704.382950 = -544866.255731 nChanged 35 SP:Iteration 27Q (6556.766956 sec): 3 clusters Score: Raw -547598.073226 + Penalty 2704.382950 = -544893.690276 nChanged 25 SP:Iteration 28Q (6556.831008 sec): 3 clusters Score: Raw -547613.437528 + Penalty 2704.382950 = -544909.054578 nChanged 18 SP:Iteration 29Q (6556.873557 sec): 3 clusters Score: Raw -547623.841865 + Penalty 2704.382950 = -544919.458915 nChanged 15 SP:Iteration 30Q (6556.920426 sec): 3 clusters Score: Raw -547634.500190 + Penalty 2704.382950 = -544930.117240 nChanged 12 SP:Iteration 31Q (6556.973498 sec): 3 clusters Score: Raw -547644.752590 + Penalty 2704.382950 = -544940.369640 nChanged 10 SP:Iteration 32Q (6557.026522 sec): 3 clusters Score: Raw -547653.500667 + Penalty 2704.382950 = -544949.117717 nChanged 14 SP:Iteration 33Q (6557.079745 sec): 3 clusters Score: Raw -547664.178601 + Penalty 2704.382950 = -544959.795652 nChanged 10 SP:Iteration 34Q (6557.133049 sec): 3 clusters Score: Raw -547672.577311 + Penalty 2704.382950 = -544968.194361 nChanged 14 SP:Iteration 35Q (6557.185903 sec): 3 clusters Score: Raw -547683.731164 + Penalty 2704.382950 = -544979.348214 nChanged 8 SP:Iteration 36Q (6557.237983 sec): 3 clusters Score: Raw -547690.531394 + Penalty 2704.382950 = -544986.148444 nChanged 6 SP:Iteration 37Q (6557.288936 sec): 3 clusters Score: Raw -547697.713428 + Penalty 2704.382950 = -544993.330478 nChanged 6 SP:Iteration 38Q (6557.338582 sec): 3 clusters Score: Raw -547702.887407 + Penalty 2704.382950 = -544998.504457 nChanged 5 SP:Iteration 39Q (6557.397933 sec): 3 clusters Score: Raw -547707.049401 + Penalty 2704.382950 = -545002.666451 nChanged 2 SP:Iteration 40F (6557.443176 sec): 3 clusters Score: Raw -547709.652575 + Penalty 2704.382950 = -545005.269625 nChanged 2 SP:Iteration 41Q (6557.491812 sec): 3 clusters Score: Raw -547713.662438 + Penalty 2704.382950 = -545009.279488 nChanged 3 SP:Iteration 42Q (6557.540083 sec): 3 clusters Score: Raw -547715.562935 + Penalty 2704.382950 = -545011.179985 nChanged 0 SP:Iteration 43F (6557.587790 sec): 3 clusters Score: Raw -547715.562935 + Penalty 2704.382950 = -545011.179985 nChanged 0 Trying to split cluster 2 (6358 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6557.627179 sec): 2 clusters Score: Raw -817608.245413 + Penalty 1423.088735 = -816185.156677 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6557.673382 sec): 3 clusters Score: Raw -814225.029850 + Penalty 2846.177471 = -811378.852379 nChanged 2622 SP:Iteration 1F (6557.724693 sec): 3 clusters Score: Raw -815751.154168 + Penalty 2846.177471 = -812904.976697 nChanged 449 SP:Iteration 2F (6557.774400 sec): 3 clusters Score: Raw -816015.573532 + Penalty 2846.177471 = -813169.396061 nChanged 379 SP:Iteration 3F (6557.834695 sec): 3 clusters Score: Raw -816230.230328 + Penalty 2846.177471 = -813384.052857 nChanged 316 SP:Iteration 4Q (6557.897765 sec): 3 clusters Score: Raw -816424.536781 + Penalty 2846.177471 = -813578.359310 nChanged 298 SP:Iteration 5Q (6557.955373 sec): 3 clusters Score: Raw -816598.382347 + Penalty 2846.177471 = -813752.204876 nChanged 272 SP:Iteration 6Q (6558.003344 sec): 3 clusters Score: Raw -816744.670413 + Penalty 2846.177471 = -813898.492942 nChanged 249 SP:Iteration 7Q (6558.072549 sec): 3 clusters Score: Raw -816875.077758 + Penalty 2846.177471 = -814028.900287 nChanged 227 SP:Iteration 8Q (6558.110641 sec): 3 clusters Score: Raw -817008.997881 + Penalty 2846.177471 = -814162.820410 nChanged 234 SP:Iteration 9Q (6558.163039 sec): 3 clusters Score: Raw -817156.060775 + Penalty 2846.177471 = -814309.883304 nChanged 207 SP:Iteration 10Q (6558.226436 sec): 3 clusters Score: Raw -817265.959593 + Penalty 2846.177471 = -814419.782122 nChanged 167 SP:Iteration 11Q (6558.277689 sec): 3 clusters Score: Raw -817345.638070 + Penalty 2846.177471 = -814499.460599 nChanged 133 SP:Iteration 12Q (6558.338913 sec): 3 clusters Score: Raw -817401.579502 + Penalty 2846.177471 = -814555.402031 nChanged 94 SP:Iteration 13Q (6558.387351 sec): 3 clusters Score: Raw -817436.921296 + Penalty 2846.177471 = -814590.743825 nChanged 95 SP:Iteration 14Q (6558.445929 sec): 3 clusters Score: Raw -817467.853059 + Penalty 2846.177471 = -814621.675588 nChanged 79 SP:Iteration 15Q (6558.506126 sec): 3 clusters Score: Raw -817494.175952 + Penalty 2846.177471 = -814647.998481 nChanged 63 SP:Iteration 16Q (6558.553252 sec): 3 clusters Score: Raw -817510.822339 + Penalty 2846.177471 = -814664.644868 nChanged 47 SP:Iteration 17Q (6558.610941 sec): 3 clusters Score: Raw -817520.991920 + Penalty 2846.177471 = -814674.814449 nChanged 36 SP:Iteration 18Q (6558.668724 sec): 3 clusters Score: Raw -817531.407373 + Penalty 2846.177471 = -814685.229902 nChanged 39 SP:Iteration 19Q (6558.716139 sec): 3 clusters Score: Raw -817543.858799 + Penalty 2846.177471 = -814697.681328 nChanged 33 SP:Iteration 20F (6558.774244 sec): 3 clusters Score: Raw -817554.715404 + Penalty 2846.177471 = -814708.537933 nChanged 33 SP:Iteration 21Q (6558.844098 sec): 3 clusters Score: Raw -817564.649285 + Penalty 2846.177471 = -814718.471814 nChanged 29 SP:Iteration 22Q (6558.890746 sec): 3 clusters Score: Raw -817573.424590 + Penalty 2846.177471 = -814727.247119 nChanged 25 SP:Iteration 23Q (6558.948782 sec): 3 clusters Score: Raw -817578.126668 + Penalty 2846.177471 = -814731.949197 nChanged 18 SP:Iteration 24Q (6559.005758 sec): 3 clusters Score: Raw -817583.948170 + Penalty 2846.177471 = -814737.770699 nChanged 16 SP:Iteration 25Q (6559.063871 sec): 3 clusters Score: Raw -817588.050863 + Penalty 2846.177471 = -814741.873392 nChanged 18 SP:Iteration 26Q (6559.121491 sec): 3 clusters Score: Raw -817591.351388 + Penalty 2846.177471 = -814745.173917 nChanged 17 SP:Iteration 27Q (6559.179536 sec): 3 clusters Score: Raw -817594.775100 + Penalty 2846.177471 = -814748.597629 nChanged 16 SP:Iteration 28Q (6559.235699 sec): 3 clusters Score: Raw -817598.484940 + Penalty 2846.177471 = -814752.307469 nChanged 18 SP:Iteration 29Q (6559.284028 sec): 3 clusters Score: Raw -817602.933895 + Penalty 2846.177471 = -814756.756424 nChanged 14 SP:Iteration 30Q (6559.341727 sec): 3 clusters Score: Raw -817605.901240 + Penalty 2846.177471 = -814759.723769 nChanged 17 SP:Iteration 31Q (6559.400042 sec): 3 clusters Score: Raw -817609.459632 + Penalty 2846.177471 = -814763.282161 nChanged 18 SP:Iteration 32Q (6559.451853 sec): 3 clusters Score: Raw -817614.176841 + Penalty 2846.177471 = -814767.999370 nChanged 24 SP:Iteration 33Q (6559.506818 sec): 3 clusters Score: Raw -817619.185758 + Penalty 2846.177471 = -814773.008287 nChanged 23 SP:Iteration 34Q (6559.576677 sec): 3 clusters Score: Raw -817626.299537 + Penalty 2846.177471 = -814780.122066 nChanged 22 SP:Iteration 35Q (6559.630314 sec): 3 clusters Score: Raw -817632.454546 + Penalty 2846.177471 = -814786.277075 nChanged 21 SP:Iteration 36Q (6559.673486 sec): 3 clusters Score: Raw -817636.210816 + Penalty 2846.177471 = -814790.033345 nChanged 10 SP:Iteration 37Q (6559.729944 sec): 3 clusters Score: Raw -817637.984343 + Penalty 2846.177471 = -814791.806872 nChanged 11 SP:Iteration 38Q (6559.777009 sec): 3 clusters Score: Raw -817639.649972 + Penalty 2846.177471 = -814793.472501 nChanged 7 SP:Iteration 39Q (6559.831136 sec): 3 clusters Score: Raw -817640.719918 + Penalty 2846.177471 = -814794.542447 nChanged 6 SP:Iteration 40F (6559.895596 sec): 3 clusters Score: Raw -817641.503502 + Penalty 2846.177471 = -814795.326032 nChanged 9 SP:Iteration 41Q (6559.942259 sec): 3 clusters Score: Raw -817643.492507 + Penalty 2846.177471 = -814797.315036 nChanged 10 SP:Iteration 42Q (6560.003479 sec): 3 clusters Score: Raw -817645.469180 + Penalty 2846.177471 = -814799.291709 nChanged 10 SP:Iteration 43Q (6560.048470 sec): 3 clusters Score: Raw -817646.672465 + Penalty 2846.177471 = -814800.494994 nChanged 5 SP:Iteration 44Q (6560.114348 sec): 3 clusters Score: Raw -817647.666483 + Penalty 2846.177471 = -814801.489012 nChanged 7 SP:Iteration 45Q (6560.167721 sec): 3 clusters Score: Raw -817649.515680 + Penalty 2846.177471 = -814803.338209 nChanged 13 SP:Iteration 46Q (6560.224222 sec): 3 clusters Score: Raw -817651.624546 + Penalty 2846.177471 = -814805.447075 nChanged 9 SP:Iteration 47Q (6560.278233 sec): 3 clusters Score: Raw -817653.568287 + Penalty 2846.177471 = -814807.390816 nChanged 10 SP:Iteration 48Q (6560.322916 sec): 3 clusters Score: Raw -817655.226281 + Penalty 2846.177471 = -814809.048810 nChanged 9 SP:Iteration 49Q (6560.381580 sec): 3 clusters Score: Raw -817656.730938 + Penalty 2846.177471 = -814810.553467 nChanged 7 SP:Iteration 50Q (6560.436638 sec): 3 clusters Score: Raw -817658.411123 + Penalty 2846.177471 = -814812.233652 nChanged 10 SP:Iteration 51Q (6560.501629 sec): 3 clusters Score: Raw -817659.738345 + Penalty 2846.177471 = -814813.560874 nChanged 2 SP:Iteration 52Q (6560.554056 sec): 3 clusters Score: Raw -817660.141166 + Penalty 2846.177471 = -814813.963695 nChanged 2 SP:Iteration 53Q (6560.613748 sec): 3 clusters Score: Raw -817660.444123 + Penalty 2846.177471 = -814814.266652 nChanged 1 SP:Iteration 54Q (6560.661280 sec): 3 clusters Score: Raw -817660.771829 + Penalty 2846.177471 = -814814.594358 nChanged 3 SP:Iteration 55Q (6560.720871 sec): 3 clusters Score: Raw -817661.496213 + Penalty 2846.177471 = -814815.318742 nChanged 4 SP:Iteration 56Q (6560.778011 sec): 3 clusters Score: Raw -817662.278489 + Penalty 2846.177471 = -814816.101018 nChanged 5 SP:Iteration 57Q (6560.841259 sec): 3 clusters Score: Raw -817663.209702 + Penalty 2846.177471 = -814817.032231 nChanged 6 SP:Iteration 58Q (6560.889101 sec): 3 clusters Score: Raw -817664.338204 + Penalty 2846.177471 = -814818.160733 nChanged 8 SP:Iteration 59Q (6560.937874 sec): 3 clusters Score: Raw -817666.349241 + Penalty 2846.177471 = -814820.171770 nChanged 13 SP:Iteration 60F (6560.996183 sec): 3 clusters Score: Raw -817669.165120 + Penalty 2846.177471 = -814822.987649 nChanged 15 SP:Iteration 61Q (6561.064954 sec): 3 clusters Score: Raw -817672.530463 + Penalty 2846.177471 = -814826.352992 nChanged 12 SP:Iteration 62Q (6561.111784 sec): 3 clusters Score: Raw -817674.999467 + Penalty 2846.177471 = -814828.821996 nChanged 14 SP:Iteration 63Q (6561.169034 sec): 3 clusters Score: Raw -817677.914420 + Penalty 2846.177471 = -814831.736949 nChanged 11 SP:Iteration 64Q (6561.226420 sec): 3 clusters Score: Raw -817681.190658 + Penalty 2846.177471 = -814835.013187 nChanged 12 SP:Iteration 65Q (6561.284067 sec): 3 clusters Score: Raw -817685.343937 + Penalty 2846.177471 = -814839.166466 nChanged 21 SP:Iteration 66Q (6561.333276 sec): 3 clusters Score: Raw -817690.405803 + Penalty 2846.177471 = -814844.228332 nChanged 26 SP:Iteration 67Q (6561.391103 sec): 3 clusters Score: Raw -817696.626794 + Penalty 2846.177471 = -814850.449323 nChanged 19 SP:Iteration 68Q (6561.448761 sec): 3 clusters Score: Raw -817702.260827 + Penalty 2846.177471 = -814856.083356 nChanged 17 SP:Iteration 69Q (6561.506328 sec): 3 clusters Score: Raw -817707.134554 + Penalty 2846.177471 = -814860.957083 nChanged 16 SP:Iteration 70Q (6561.559512 sec): 3 clusters Score: Raw -817711.263482 + Penalty 2846.177471 = -814865.086011 nChanged 14 SP:Iteration 71Q (6561.617561 sec): 3 clusters Score: Raw -817715.474437 + Penalty 2846.177471 = -814869.296966 nChanged 14 SP:Iteration 72Q (6561.674835 sec): 3 clusters Score: Raw -817718.156710 + Penalty 2846.177471 = -814871.979239 nChanged 7 SP:Iteration 73Q (6561.732656 sec): 3 clusters Score: Raw -817719.998651 + Penalty 2846.177471 = -814873.821180 nChanged 8 SP:Iteration 74Q (6561.783454 sec): 3 clusters Score: Raw -817721.631232 + Penalty 2846.177471 = -814875.453761 nChanged 11 SP:Iteration 75Q (6561.838047 sec): 3 clusters Score: Raw -817724.435871 + Penalty 2846.177471 = -814878.258400 nChanged 5 SP:Iteration 76Q (6561.885482 sec): 3 clusters Score: Raw -817725.496702 + Penalty 2846.177471 = -814879.319231 nChanged 6 SP:Iteration 77Q (6561.945519 sec): 3 clusters Score: Raw -817726.723008 + Penalty 2846.177471 = -814880.545537 nChanged 6 SP:Iteration 78Q (6562.001829 sec): 3 clusters Score: Raw -817727.422931 + Penalty 2846.177471 = -814881.245460 nChanged 5 SP:Iteration 79Q (6562.054687 sec): 3 clusters Score: Raw -817728.527676 + Penalty 2846.177471 = -814882.350205 nChanged 6 SP:Iteration 80F (6562.096516 sec): 3 clusters Score: Raw -817729.501515 + Penalty 2846.177471 = -814883.324044 nChanged 6 SP:Iteration 81Q (6562.147746 sec): 3 clusters Score: Raw -817730.442240 + Penalty 2846.177471 = -814884.264769 nChanged 2 SP:Iteration 82Q (6562.206674 sec): 3 clusters Score: Raw -817731.095812 + Penalty 2846.177471 = -814884.918341 nChanged 4 SP:Iteration 83Q (6562.248707 sec): 3 clusters Score: Raw -817731.811982 + Penalty 2846.177471 = -814885.634511 nChanged 6 SP:Iteration 84Q (6562.307321 sec): 3 clusters Score: Raw -817733.203220 + Penalty 2846.177471 = -814887.025749 nChanged 6 SP:Iteration 85Q (6562.372659 sec): 3 clusters Score: Raw -817734.601948 + Penalty 2846.177471 = -814888.424477 nChanged 8 SP:Iteration 86Q (6562.432211 sec): 3 clusters Score: Raw -817736.433995 + Penalty 2846.177471 = -814890.256524 nChanged 6 SP:Iteration 87Q (6562.478946 sec): 3 clusters Score: Raw -817738.067075 + Penalty 2846.177471 = -814891.889604 nChanged 8 SP:Iteration 88Q (6562.540767 sec): 3 clusters Score: Raw -817740.565956 + Penalty 2846.177471 = -814894.388485 nChanged 10 SP:Iteration 89Q (6562.564864 sec): 3 clusters Score: Raw -817743.477603 + Penalty 2846.177471 = -814897.300132 nChanged 12 SP:Iteration 90Q (6562.627273 sec): 3 clusters Score: Raw -817746.127941 + Penalty 2846.177471 = -814899.950470 nChanged 8 SP:Iteration 91Q (6562.674072 sec): 3 clusters Score: Raw -817747.673137 + Penalty 2846.177471 = -814901.495666 nChanged 5 SP:Iteration 92Q (6562.730117 sec): 3 clusters Score: Raw -817749.476870 + Penalty 2846.177471 = -814903.299399 nChanged 9 SP:Iteration 93Q (6562.797961 sec): 3 clusters Score: Raw -817751.465121 + Penalty 2846.177471 = -814905.287650 nChanged 8 SP:Iteration 94Q (6562.849789 sec): 3 clusters Score: Raw -817753.311746 + Penalty 2846.177471 = -814907.134275 nChanged 9 SP:Iteration 95Q (6562.906526 sec): 3 clusters Score: Raw -817755.420385 + Penalty 2846.177471 = -814909.242914 nChanged 11 SP:Iteration 96Q (6562.958375 sec): 3 clusters Score: Raw -817758.135126 + Penalty 2846.177471 = -814911.957655 nChanged 9 SP:Iteration 97Q (6563.016940 sec): 3 clusters Score: Raw -817760.384934 + Penalty 2846.177471 = -814914.207463 nChanged 15 SP:Iteration 98Q (6563.081240 sec): 3 clusters Score: Raw -817765.387880 + Penalty 2846.177471 = -814919.210409 nChanged 15 SP:Iteration 99Q (6563.131534 sec): 3 clusters Score: Raw -817769.156924 + Penalty 2846.177471 = -814922.979453 nChanged 15 SP:Iteration 100F (6563.188789 sec): 3 clusters Score: Raw -817772.625813 + Penalty 2846.177471 = -814926.448342 nChanged 11 SP:Iteration 101Q (6563.247165 sec): 3 clusters Score: Raw -817774.768290 + Penalty 2846.177471 = -814928.590819 nChanged 7 SP:Iteration 102Q (6563.305643 sec): 3 clusters Score: Raw -817776.569495 + Penalty 2846.177471 = -814930.392024 nChanged 10 SP:Iteration 103Q (6563.363044 sec): 3 clusters Score: Raw -817778.692140 + Penalty 2846.177471 = -814932.514669 nChanged 4 SP:Iteration 104Q (6563.420587 sec): 3 clusters Score: Raw -817779.427313 + Penalty 2846.177471 = -814933.249842 nChanged 3 SP:Iteration 105Q (6563.483303 sec): 3 clusters Score: Raw -817780.143172 + Penalty 2846.177471 = -814933.965701 nChanged 2 SP:Iteration 106Q (6563.536862 sec): 3 clusters Score: Raw -817780.597018 + Penalty 2846.177471 = -814934.419547 nChanged 2 SP:Iteration 107Q (6563.594141 sec): 3 clusters Score: Raw -817781.069380 + Penalty 2846.177471 = -814934.891909 nChanged 3 SP:Iteration 108Q (6563.649361 sec): 3 clusters Score: Raw -817781.763068 + Penalty 2846.177471 = -814935.585597 nChanged 4 SP:Iteration 109Q (6563.707225 sec): 3 clusters Score: Raw -817782.086263 + Penalty 2846.177471 = -814935.908792 nChanged 3 SP:Iteration 110Q (6563.762049 sec): 3 clusters Score: Raw -817782.924899 + Penalty 2846.177471 = -814936.747428 nChanged 1 SP:Iteration 111Q (6563.802983 sec): 3 clusters Score: Raw -817783.081170 + Penalty 2846.177471 = -814936.903699 nChanged 1 SP:Iteration 112Q (6563.844113 sec): 3 clusters Score: Raw -817783.206568 + Penalty 2846.177471 = -814937.029097 nChanged 0 SP:Iteration 113F (6563.884338 sec): 3 clusters Score: Raw -817783.206568 + Penalty 2846.177471 = -814937.029097 nChanged 0 Trying to split cluster 3 (12905 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6563.925223 sec): 2 clusters Score: Raw -1742875.898912 + Penalty 1538.122643 = -1741337.776269 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6563.990489 sec): 3 clusters Score: Raw -1735449.388781 + Penalty 3076.245286 = -1732373.143495 nChanged 5652 SP:Iteration 1F (6564.049854 sec): 3 clusters Score: Raw -1738563.650409 + Penalty 3076.245286 = -1735487.405123 nChanged 777 SP:Iteration 2F (6564.112492 sec): 3 clusters Score: Raw -1738943.644898 + Penalty 3076.245286 = -1735867.399612 nChanged 786 SP:Iteration 3F (6564.166706 sec): 3 clusters Score: Raw -1739424.083680 + Penalty 3076.245286 = -1736347.838393 nChanged 848 SP:Iteration 4F (6564.224550 sec): 3 clusters Score: Raw -1740038.106055 + Penalty 3076.245286 = -1736961.860769 nChanged 887 SP:Iteration 5F (6564.297953 sec): 3 clusters Score: Raw -1740756.990617 + Penalty 3076.245286 = -1737680.745331 nChanged 860 SP:Iteration 6F (6564.354886 sec): 3 clusters Score: Raw -1741514.334603 + Penalty 3076.245286 = -1738438.089317 nChanged 770 SP:Iteration 7F (6564.420388 sec): 3 clusters Score: Raw -1742251.159352 + Penalty 3076.245286 = -1739174.914065 nChanged 645 SP:Iteration 8Q (6564.471943 sec): 3 clusters Score: Raw -1742824.714151 + Penalty 3076.245286 = -1739748.468864 nChanged 502 SP:Iteration 9Q (6564.540072 sec): 3 clusters Score: Raw -1743197.053775 + Penalty 3076.245286 = -1740120.808489 nChanged 382 SP:Iteration 10Q (6564.592237 sec): 3 clusters Score: Raw -1743408.833539 + Penalty 3076.245286 = -1740332.588252 nChanged 262 SP:Iteration 11Q (6564.652550 sec): 3 clusters Score: Raw -1743522.958591 + Penalty 3076.245286 = -1740446.713304 nChanged 178 SP:Iteration 12Q (6564.718114 sec): 3 clusters Score: Raw -1743592.257413 + Penalty 3076.245286 = -1740516.012127 nChanged 146 SP:Iteration 13Q (6564.766387 sec): 3 clusters Score: Raw -1743635.580293 + Penalty 3076.245286 = -1740559.335006 nChanged 104 SP:Iteration 14Q (6564.825931 sec): 3 clusters Score: Raw -1743658.880668 + Penalty 3076.245286 = -1740582.635382 nChanged 70 SP:Iteration 15Q (6564.891254 sec): 3 clusters Score: Raw -1743672.680205 + Penalty 3076.245286 = -1740596.434919 nChanged 44 SP:Iteration 16Q (6564.947706 sec): 3 clusters Score: Raw -1743679.416361 + Penalty 3076.245286 = -1740603.171075 nChanged 35 SP:Iteration 17Q (6564.995540 sec): 3 clusters Score: Raw -1743684.686215 + Penalty 3076.245286 = -1740608.440928 nChanged 32 SP:Iteration 18Q (6565.054370 sec): 3 clusters Score: Raw -1743689.616266 + Penalty 3076.245286 = -1740613.370979 nChanged 29 SP:Iteration 19Q (6565.115655 sec): 3 clusters Score: Raw -1743694.865449 + Penalty 3076.245286 = -1740618.620163 nChanged 27 SP:Iteration 20F (6565.174448 sec): 3 clusters Score: Raw -1743698.667532 + Penalty 3076.245286 = -1740622.422246 nChanged 19 SP:Iteration 21Q (6565.234090 sec): 3 clusters Score: Raw -1743701.060986 + Penalty 3076.245286 = -1740624.815699 nChanged 12 SP:Iteration 22Q (6565.301475 sec): 3 clusters Score: Raw -1743702.531318 + Penalty 3076.245286 = -1740626.286031 nChanged 12 SP:Iteration 23Q (6565.356809 sec): 3 clusters Score: Raw -1743703.935896 + Penalty 3076.245286 = -1740627.690610 nChanged 14 SP:Iteration 24Q (6565.414394 sec): 3 clusters Score: Raw -1743705.487641 + Penalty 3076.245286 = -1740629.242355 nChanged 11 SP:Iteration 25Q (6565.484569 sec): 3 clusters Score: Raw -1743706.644149 + Penalty 3076.245286 = -1740630.398863 nChanged 11 SP:Iteration 26Q (6565.546281 sec): 3 clusters Score: Raw -1743708.288942 + Penalty 3076.245286 = -1740632.043655 nChanged 15 SP:Iteration 27Q (6565.596949 sec): 3 clusters Score: Raw -1743710.039768 + Penalty 3076.245286 = -1740633.794482 nChanged 14 SP:Iteration 28Q (6565.665876 sec): 3 clusters Score: Raw -1743712.302388 + Penalty 3076.245286 = -1740636.057101 nChanged 14 SP:Iteration 29Q (6565.711733 sec): 3 clusters Score: Raw -1743713.856318 + Penalty 3076.245286 = -1740637.611031 nChanged 13 SP:Iteration 30Q (6565.767019 sec): 3 clusters Score: Raw -1743714.987153 + Penalty 3076.245286 = -1740638.741867 nChanged 8 SP:Iteration 31Q (6565.836811 sec): 3 clusters Score: Raw -1743715.323302 + Penalty 3076.245286 = -1740639.078016 nChanged 5 SP:Iteration 32Q (6565.894633 sec): 3 clusters Score: Raw -1743715.742620 + Penalty 3076.245286 = -1740639.497334 nChanged 4 SP:Iteration 33Q (6565.943696 sec): 3 clusters Score: Raw -1743716.107182 + Penalty 3076.245286 = -1740639.861895 nChanged 2 SP:Iteration 34Q (6566.009174 sec): 3 clusters Score: Raw -1743716.236959 + Penalty 3076.245286 = -1740639.991672 nChanged 2 SP:Iteration 35Q (6566.074809 sec): 3 clusters Score: Raw -1743716.335317 + Penalty 3076.245286 = -1740640.090030 nChanged 1 SP:Iteration 36Q (6566.148442 sec): 3 clusters Score: Raw -1743716.390674 + Penalty 3076.245286 = -1740640.145388 nChanged 1 SP:Iteration 37Q (6566.203954 sec): 3 clusters Score: Raw -1743716.583044 + Penalty 3076.245286 = -1740640.337758 nChanged 2 SP:Iteration 38Q (6566.257071 sec): 3 clusters Score: Raw -1743716.892038 + Penalty 3076.245286 = -1740640.646752 nChanged 3 SP:Iteration 39Q (6566.323193 sec): 3 clusters Score: Raw -1743717.308251 + Penalty 3076.245286 = -1740641.062965 nChanged 2 SP:Iteration 40F (6566.397351 sec): 3 clusters Score: Raw -1743717.529249 + Penalty 3076.245286 = -1740641.283962 nChanged 1 SP:Iteration 41Q (6566.450580 sec): 3 clusters Score: Raw -1743717.573096 + Penalty 3076.245286 = -1740641.327809 nChanged 2 SP:Iteration 42Q (6566.517020 sec): 3 clusters Score: Raw -1743717.689276 + Penalty 3076.245286 = -1740641.443990 nChanged 1 SP:Iteration 43Q (6566.584461 sec): 3 clusters Score: Raw -1743717.758764 + Penalty 3076.245286 = -1740641.513478 nChanged 1 SP:Iteration 44Q (6566.646396 sec): 3 clusters Score: Raw -1743717.831141 + Penalty 3076.245286 = -1740641.585855 nChanged 3 SP:Iteration 45Q (6566.700466 sec): 3 clusters Score: Raw -1743718.100574 + Penalty 3076.245286 = -1740641.855288 nChanged 2 SP:Iteration 46Q (6566.748783 sec): 3 clusters Score: Raw -1743718.349082 + Penalty 3076.245286 = -1740642.103795 nChanged 2 SP:Iteration 47Q (6566.810960 sec): 3 clusters Score: Raw -1743718.588510 + Penalty 3076.245286 = -1740642.343223 nChanged 4 SP:Iteration 48Q (6566.869901 sec): 3 clusters Score: Raw -1743719.259429 + Penalty 3076.245286 = -1740643.014143 nChanged 5 SP:Iteration 49Q (6566.935753 sec): 3 clusters Score: Raw -1743720.037351 + Penalty 3076.245286 = -1740643.792065 nChanged 8 SP:Iteration 50Q (6566.989914 sec): 3 clusters Score: Raw -1743720.971612 + Penalty 3076.245286 = -1740644.726325 nChanged 8 SP:Iteration 51Q (6567.050733 sec): 3 clusters Score: Raw -1743721.460069 + Penalty 3076.245286 = -1740645.214783 nChanged 3 SP:Iteration 52Q (6567.115391 sec): 3 clusters Score: Raw -1743721.750402 + Penalty 3076.245286 = -1740645.505116 nChanged 1 SP:Iteration 53Q (6567.182179 sec): 3 clusters Score: Raw -1743721.788579 + Penalty 3076.245286 = -1740645.543293 nChanged 1 SP:Iteration 54Q (6567.238136 sec): 3 clusters Score: Raw -1743721.887039 + Penalty 3076.245286 = -1740645.641752 nChanged 2 SP:Iteration 55Q (6567.296319 sec): 3 clusters Score: Raw -1743721.975849 + Penalty 3076.245286 = -1740645.730563 nChanged 0 SP:Iteration 56F (6567.351613 sec): 3 clusters Score: Raw -1743721.975849 + Penalty 3076.245286 = -1740645.730563 nChanged 0 Trying to split cluster 4 (306734 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6567.813903 sec): 2 clusters Score: Raw -40840806.565298 + Penalty 2052.982133 = -40838753.583165 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6568.338508 sec): 3 clusters Score: Raw -40635928.147666 + Penalty 4105.964265 = -40631822.183401 nChanged 149393 SP:Iteration 1F (6568.858985 sec): 3 clusters Score: Raw -40729720.102401 + Penalty 4105.964265 = -40725614.138135 nChanged 16500 SP:Iteration 2F (6569.381725 sec): 3 clusters Score: Raw -40737932.830013 + Penalty 4105.964265 = -40733826.865748 nChanged 21819 SP:Iteration 3F (6569.899738 sec): 3 clusters Score: Raw -40752706.352272 + Penalty 4105.964265 = -40748600.388007 nChanged 26534 SP:Iteration 4F (6570.391148 sec): 3 clusters Score: Raw -40775283.762662 + Penalty 4105.964265 = -40771177.798396 nChanged 26586 SP:Iteration 5F (6570.927721 sec): 3 clusters Score: Raw -40800844.172054 + Penalty 4105.964265 = -40796738.207789 nChanged 20547 SP:Iteration 6F (6571.441084 sec): 3 clusters Score: Raw -40821063.074653 + Penalty 4105.964265 = -40816957.110388 nChanged 12153 SP:Iteration 7Q (6571.972979 sec): 3 clusters Score: Raw -40832720.823933 + Penalty 4105.964265 = -40828614.859668 nChanged 5760 SP:Iteration 8Q (6572.472948 sec): 3 clusters Score: Raw -40837971.935814 + Penalty 4105.964265 = -40833865.971548 nChanged 2679 SP:Iteration 9Q (6572.937416 sec): 3 clusters Score: Raw -40840206.115433 + Penalty 4105.964265 = -40836100.151167 nChanged 1513 SP:Iteration 10Q (6573.380053 sec): 3 clusters Score: Raw -40841257.755084 + Penalty 4105.964265 = -40837151.790818 nChanged 943 SP:Iteration 11Q (6573.806925 sec): 3 clusters Score: Raw -40841798.631706 + Penalty 4105.964265 = -40837692.667441 nChanged 667 SP:Iteration 12Q (6574.218912 sec): 3 clusters Score: Raw -40842132.550353 + Penalty 4105.964265 = -40838026.586088 nChanged 472 SP:Iteration 13Q (6574.630656 sec): 3 clusters Score: Raw -40842361.792754 + Penalty 4105.964265 = -40838255.828488 nChanged 402 SP:Iteration 14Q (6575.058195 sec): 3 clusters Score: Raw -40842534.605975 + Penalty 4105.964265 = -40838428.641710 nChanged 317 SP:Iteration 15Q (6575.487702 sec): 3 clusters Score: Raw -40842658.724496 + Penalty 4105.964265 = -40838552.760231 nChanged 278 SP:Iteration 16Q (6575.926315 sec): 3 clusters Score: Raw -40842754.862234 + Penalty 4105.964265 = -40838648.897968 nChanged 277 SP:Iteration 17Q (6576.360837 sec): 3 clusters Score: Raw -40842854.732222 + Penalty 4105.964265 = -40838748.767957 nChanged 264 SP:Iteration 18Q (6576.771227 sec): 3 clusters Score: Raw -40842971.089989 + Penalty 4105.964265 = -40838865.125724 nChanged 279 SP:Iteration 19Q (6577.191922 sec): 3 clusters Score: Raw -40843113.027374 + Penalty 4105.964265 = -40839007.063108 nChanged 278 SP:Iteration 20F (6577.711635 sec): 3 clusters Score: Raw -40843261.556110 + Penalty 4105.964265 = -40839155.591845 nChanged 298 SP:Iteration 21Q (6578.139978 sec): 3 clusters Score: Raw -40843417.689904 + Penalty 4105.964265 = -40839311.725639 nChanged 314 SP:Iteration 22Q (6578.551963 sec): 3 clusters Score: Raw -40843575.649126 + Penalty 4105.964265 = -40839469.684860 nChanged 302 SP:Iteration 23Q (6578.967262 sec): 3 clusters Score: Raw -40843715.406379 + Penalty 4105.964265 = -40839609.442114 nChanged 275 SP:Iteration 24Q (6579.380294 sec): 3 clusters Score: Raw -40843833.473841 + Penalty 4105.964265 = -40839727.509576 nChanged 251 SP:Iteration 25Q (6579.796516 sec): 3 clusters Score: Raw -40843928.554134 + Penalty 4105.964265 = -40839822.589868 nChanged 225 SP:Iteration 26Q (6580.217902 sec): 3 clusters Score: Raw -40844002.104114 + Penalty 4105.964265 = -40839896.139848 nChanged 192 SP:Iteration 27Q (6580.643792 sec): 3 clusters Score: Raw -40844050.602017 + Penalty 4105.964265 = -40839944.637752 nChanged 180 SP:Iteration 28Q (6581.092822 sec): 3 clusters Score: Raw -40844097.006386 + Penalty 4105.964265 = -40839991.042120 nChanged 172 SP:Iteration 29Q (6581.535690 sec): 3 clusters Score: Raw -40844135.399047 + Penalty 4105.964265 = -40840029.434782 nChanged 167 SP:Iteration 30Q (6581.969063 sec): 3 clusters Score: Raw -40844165.519604 + Penalty 4105.964265 = -40840059.555338 nChanged 129 SP:Iteration 31Q (6582.391663 sec): 3 clusters Score: Raw -40844184.197374 + Penalty 4105.964265 = -40840078.233109 nChanged 90 SP:Iteration 32Q (6582.837452 sec): 3 clusters Score: Raw -40844194.387502 + Penalty 4105.964265 = -40840088.423237 nChanged 78 SP:Iteration 33Q (6583.258085 sec): 3 clusters Score: Raw -40844202.955204 + Penalty 4105.964265 = -40840096.990939 nChanged 60 SP:Iteration 34Q (6583.665574 sec): 3 clusters Score: Raw -40844209.286873 + Penalty 4105.964265 = -40840103.322608 nChanged 53 SP:Iteration 35Q (6584.056733 sec): 3 clusters Score: Raw -40844214.756739 + Penalty 4105.964265 = -40840108.792474 nChanged 42 SP:Iteration 36Q (6584.471322 sec): 3 clusters Score: Raw -40844218.344486 + Penalty 4105.964265 = -40840112.380221 nChanged 26 SP:Iteration 37Q (6584.887355 sec): 3 clusters Score: Raw -40844220.046933 + Penalty 4105.964265 = -40840114.082668 nChanged 17 SP:Iteration 38Q (6585.321546 sec): 3 clusters Score: Raw -40844220.725586 + Penalty 4105.964265 = -40840114.761321 nChanged 11 SP:Iteration 39Q (6585.742062 sec): 3 clusters Score: Raw -40844221.480197 + Penalty 4105.964265 = -40840115.515932 nChanged 10 SP:Iteration 40F (6586.272599 sec): 3 clusters Score: Raw -40844224.978057 + Penalty 4105.964265 = -40840119.013792 nChanged 13 SP:Iteration 41Q (6586.724062 sec): 3 clusters Score: Raw -40844226.438192 + Penalty 4105.964265 = -40840120.473926 nChanged 13 SP:Iteration 42Q (6587.157625 sec): 3 clusters Score: Raw -40844227.492528 + Penalty 4105.964265 = -40840121.528263 nChanged 14 SP:Iteration 43Q (6587.608702 sec): 3 clusters Score: Raw -40844228.208794 + Penalty 4105.964265 = -40840122.244529 nChanged 8 SP:Iteration 44Q (6588.028095 sec): 3 clusters Score: Raw -40844228.654938 + Penalty 4105.964265 = -40840122.690673 nChanged 15 SP:Iteration 45Q (6588.444260 sec): 3 clusters Score: Raw -40844229.660806 + Penalty 4105.964265 = -40840123.696540 nChanged 13 SP:Iteration 46Q (6588.864942 sec): 3 clusters Score: Raw -40844230.410195 + Penalty 4105.964265 = -40840124.445929 nChanged 10 SP:Iteration 47Q (6589.284348 sec): 3 clusters Score: Raw -40844230.935345 + Penalty 4105.964265 = -40840124.971080 nChanged 10 SP:Iteration 48Q (6589.719898 sec): 3 clusters Score: Raw -40844231.666801 + Penalty 4105.964265 = -40840125.702535 nChanged 8 SP:Iteration 49Q (6590.124292 sec): 3 clusters Score: Raw -40844232.038399 + Penalty 4105.964265 = -40840126.074133 nChanged 11 SP:Iteration 50Q (6590.534096 sec): 3 clusters Score: Raw -40844232.597530 + Penalty 4105.964265 = -40840126.633264 nChanged 6 SP:Iteration 51Q (6590.946011 sec): 3 clusters Score: Raw -40844233.071601 + Penalty 4105.964265 = -40840127.107335 nChanged 10 SP:Iteration 52Q (6591.360784 sec): 3 clusters Score: Raw -40844233.703431 + Penalty 4105.964265 = -40840127.739166 nChanged 12 SP:Iteration 53Q (6591.768344 sec): 3 clusters Score: Raw -40844234.517382 + Penalty 4105.964265 = -40840128.553117 nChanged 9 SP:Iteration 54Q (6592.167646 sec): 3 clusters Score: Raw -40844234.930846 + Penalty 4105.964265 = -40840128.966580 nChanged 5 SP:Iteration 55Q (6592.578744 sec): 3 clusters Score: Raw -40844235.322511 + Penalty 4105.964265 = -40840129.358245 nChanged 7 SP:Iteration 56Q (6592.987992 sec): 3 clusters Score: Raw -40844235.918392 + Penalty 4105.964265 = -40840129.954126 nChanged 8 SP:Iteration 57Q (6593.392307 sec): 3 clusters Score: Raw -40844236.537982 + Penalty 4105.964265 = -40840130.573717 nChanged 5 SP:Iteration 58Q (6593.812985 sec): 3 clusters Score: Raw -40844236.849102 + Penalty 4105.964265 = -40840130.884837 nChanged 5 SP:Iteration 59Q (6594.235025 sec): 3 clusters Score: Raw -40844237.183240 + Penalty 4105.964265 = -40840131.218974 nChanged 7 SP:Iteration 60F (6594.757636 sec): 3 clusters Score: Raw -40844237.479206 + Penalty 4105.964265 = -40840131.514941 nChanged 4 SP:Iteration 61Q (6595.186506 sec): 3 clusters Score: Raw -40844237.762783 + Penalty 4105.964265 = -40840131.798518 nChanged 5 SP:Iteration 62Q (6595.606382 sec): 3 clusters Score: Raw -40844237.966060 + Penalty 4105.964265 = -40840132.001794 nChanged 5 SP:Iteration 63Q (6596.000991 sec): 3 clusters Score: Raw -40844238.155155 + Penalty 4105.964265 = -40840132.190889 nChanged 3 SP:Iteration 64Q (6596.443739 sec): 3 clusters Score: Raw -40844238.281041 + Penalty 4105.964265 = -40840132.316776 nChanged 5 SP:Iteration 65Q (6596.863391 sec): 3 clusters Score: Raw -40844238.482970 + Penalty 4105.964265 = -40840132.518704 nChanged 2 SP:Iteration 66Q (6597.264116 sec): 3 clusters Score: Raw -40844238.557784 + Penalty 4105.964265 = -40840132.593519 nChanged 2 SP:Iteration 67Q (6597.655722 sec): 3 clusters Score: Raw -40844238.655752 + Penalty 4105.964265 = -40840132.691486 nChanged 2 SP:Iteration 68Q (6598.079336 sec): 3 clusters Score: Raw -40844238.782907 + Penalty 4105.964265 = -40840132.818641 nChanged 2 SP:Iteration 69Q (6598.493788 sec): 3 clusters Score: Raw -40844238.865117 + Penalty 4105.964265 = -40840132.900851 nChanged 1 SP:Iteration 70Q (6598.915885 sec): 3 clusters Score: Raw -40844238.925628 + Penalty 4105.964265 = -40840132.961362 nChanged 3 SP:Iteration 71Q (6599.336043 sec): 3 clusters Score: Raw -40844239.126333 + Penalty 4105.964265 = -40840133.162068 nChanged 6 SP:Iteration 72Q (6599.773182 sec): 3 clusters Score: Raw -40844239.491154 + Penalty 4105.964265 = -40840133.526888 nChanged 5 SP:Iteration 73Q (6600.175185 sec): 3 clusters Score: Raw -40844239.811518 + Penalty 4105.964265 = -40840133.847253 nChanged 6 SP:Iteration 74Q (6600.620525 sec): 3 clusters Score: Raw -40844240.105903 + Penalty 4105.964265 = -40840134.141638 nChanged 7 SP:Iteration 75Q (6601.050792 sec): 3 clusters Score: Raw -40844240.386583 + Penalty 4105.964265 = -40840134.422317 nChanged 3 SP:Iteration 76Q (6601.463053 sec): 3 clusters Score: Raw -40844240.508743 + Penalty 4105.964265 = -40840134.544477 nChanged 4 SP:Iteration 77Q (6601.874847 sec): 3 clusters Score: Raw -40844240.692596 + Penalty 4105.964265 = -40840134.728331 nChanged 3 SP:Iteration 78Q (6602.288511 sec): 3 clusters Score: Raw -40844240.777272 + Penalty 4105.964265 = -40840134.813007 nChanged 4 SP:Iteration 79Q (6602.709804 sec): 3 clusters Score: Raw -40844240.982697 + Penalty 4105.964265 = -40840135.018432 nChanged 3 SP:Iteration 80F (6603.216945 sec): 3 clusters Score: Raw -40844241.238796 + Penalty 4105.964265 = -40840135.274531 nChanged 3 SP:Iteration 81Q (6603.640526 sec): 3 clusters Score: Raw -40844241.356718 + Penalty 4105.964265 = -40840135.392453 nChanged 4 SP:Iteration 82Q (6604.055215 sec): 3 clusters Score: Raw -40844241.627856 + Penalty 4105.964265 = -40840135.663590 nChanged 3 SP:Iteration 83Q (6604.475110 sec): 3 clusters Score: Raw -40844241.772890 + Penalty 4105.964265 = -40840135.808624 nChanged 3 SP:Iteration 84Q (6604.891889 sec): 3 clusters Score: Raw -40844241.893463 + Penalty 4105.964265 = -40840135.929198 nChanged 1 SP:Iteration 85Q (6605.300985 sec): 3 clusters Score: Raw -40844241.909409 + Penalty 4105.964265 = -40840135.945144 nChanged 0 SP:Iteration 86F (6605.798917 sec): 3 clusters Score: Raw -40844241.909409 + Penalty 4105.964265 = -40840135.945144 nChanged 0 Score: Raw -99922336.402326 + Penalty 55071.939481 = -99867264.462845 Splitting cluster 4 changes total score from -99865940.986507 to -99867264.462845 So it's getting split into cluster 25. Trying to split cluster 5 (20040 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6617.659781 sec): 2 clusters Score: Raw -2679775.444216 + Penalty 1609.641403 = -2678165.802814 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6617.745537 sec): 3 clusters Score: Raw -2667744.773662 + Penalty 3219.282805 = -2664525.490856 nChanged 8918 SP:Iteration 1F (6617.822679 sec): 3 clusters Score: Raw -2672773.569720 + Penalty 3219.282805 = -2669554.286915 nChanged 1076 SP:Iteration 2F (6617.903700 sec): 3 clusters Score: Raw -2673212.915573 + Penalty 3219.282805 = -2669993.632767 nChanged 1058 SP:Iteration 3F (6617.983789 sec): 3 clusters Score: Raw -2673703.165432 + Penalty 3219.282805 = -2670483.882627 nChanged 1079 SP:Iteration 4F (6618.063316 sec): 3 clusters Score: Raw -2674256.130906 + Penalty 3219.282805 = -2671036.848101 nChanged 1107 SP:Iteration 5F (6618.145685 sec): 3 clusters Score: Raw -2674938.065765 + Penalty 3219.282805 = -2671718.782960 nChanged 1124 SP:Iteration 6F (6618.223980 sec): 3 clusters Score: Raw -2675783.380449 + Penalty 3219.282805 = -2672564.097644 nChanged 1154 SP:Iteration 7F (6618.303010 sec): 3 clusters Score: Raw -2676745.061081 + Penalty 3219.282805 = -2673525.778275 nChanged 1036 SP:Iteration 8F (6618.380715 sec): 3 clusters Score: Raw -2677519.295487 + Penalty 3219.282805 = -2674300.012682 nChanged 825 SP:Iteration 9Q (6618.461573 sec): 3 clusters Score: Raw -2678013.017717 + Penalty 3219.282805 = -2674793.734911 nChanged 650 SP:Iteration 10Q (6618.535918 sec): 3 clusters Score: Raw -2678332.594945 + Penalty 3219.282805 = -2675113.312139 nChanged 444 SP:Iteration 11Q (6618.617579 sec): 3 clusters Score: Raw -2678532.442529 + Penalty 3219.282805 = -2675313.159723 nChanged 394 SP:Iteration 12Q (6618.697273 sec): 3 clusters Score: Raw -2678695.371727 + Penalty 3219.282805 = -2675476.088921 nChanged 349 SP:Iteration 13Q (6618.733681 sec): 3 clusters Score: Raw -2678842.331048 + Penalty 3219.282805 = -2675623.048243 nChanged 305 SP:Iteration 14Q (6618.815044 sec): 3 clusters Score: Raw -2678963.788052 + Penalty 3219.282805 = -2675744.505246 nChanged 287 SP:Iteration 15Q (6618.856067 sec): 3 clusters Score: Raw -2679071.208921 + Penalty 3219.282805 = -2675851.926116 nChanged 282 SP:Iteration 16Q (6618.929090 sec): 3 clusters Score: Raw -2679180.613139 + Penalty 3219.282805 = -2675961.330333 nChanged 281 SP:Iteration 17Q (6618.995007 sec): 3 clusters Score: Raw -2679287.203921 + Penalty 3219.282805 = -2676067.921116 nChanged 216 SP:Iteration 18Q (6619.077953 sec): 3 clusters Score: Raw -2679357.202612 + Penalty 3219.282805 = -2676137.919806 nChanged 197 SP:Iteration 19Q (6619.137421 sec): 3 clusters Score: Raw -2679423.476948 + Penalty 3219.282805 = -2676204.194143 nChanged 174 SP:Iteration 20F (6619.203138 sec): 3 clusters Score: Raw -2679481.054774 + Penalty 3219.282805 = -2676261.771969 nChanged 161 SP:Iteration 21Q (6619.272512 sec): 3 clusters Score: Raw -2679527.690357 + Penalty 3219.282805 = -2676308.407551 nChanged 143 SP:Iteration 22Q (6619.347756 sec): 3 clusters Score: Raw -2679572.670324 + Penalty 3219.282805 = -2676353.387519 nChanged 144 SP:Iteration 23Q (6619.406266 sec): 3 clusters Score: Raw -2679620.233698 + Penalty 3219.282805 = -2676400.950892 nChanged 127 SP:Iteration 24Q (6619.479843 sec): 3 clusters Score: Raw -2679662.766850 + Penalty 3219.282805 = -2676443.484044 nChanged 111 SP:Iteration 25Q (6619.556329 sec): 3 clusters Score: Raw -2679696.391058 + Penalty 3219.282805 = -2676477.108252 nChanged 97 SP:Iteration 26Q (6619.623453 sec): 3 clusters Score: Raw -2679728.067251 + Penalty 3219.282805 = -2676508.784446 nChanged 109 SP:Iteration 27Q (6619.695297 sec): 3 clusters Score: Raw -2679764.038714 + Penalty 3219.282805 = -2676544.755908 nChanged 100 SP:Iteration 28Q (6619.758403 sec): 3 clusters Score: Raw -2679799.087280 + Penalty 3219.282805 = -2676579.804474 nChanged 88 SP:Iteration 29Q (6619.827922 sec): 3 clusters Score: Raw -2679827.836261 + Penalty 3219.282805 = -2676608.553456 nChanged 70 SP:Iteration 30Q (6619.894611 sec): 3 clusters Score: Raw -2679847.564854 + Penalty 3219.282805 = -2676628.282048 nChanged 54 SP:Iteration 31Q (6619.965739 sec): 3 clusters Score: Raw -2679863.113666 + Penalty 3219.282805 = -2676643.830860 nChanged 67 SP:Iteration 32Q (6620.039193 sec): 3 clusters Score: Raw -2679879.878367 + Penalty 3219.282805 = -2676660.595562 nChanged 53 SP:Iteration 33Q (6620.113211 sec): 3 clusters Score: Raw -2679895.311021 + Penalty 3219.282805 = -2676676.028216 nChanged 59 SP:Iteration 34Q (6620.180467 sec): 3 clusters Score: Raw -2679910.608803 + Penalty 3219.282805 = -2676691.325998 nChanged 51 SP:Iteration 35Q (6620.260746 sec): 3 clusters Score: Raw -2679923.455945 + Penalty 3219.282805 = -2676704.173139 nChanged 49 SP:Iteration 36Q (6620.326921 sec): 3 clusters Score: Raw -2679934.995138 + Penalty 3219.282805 = -2676715.712333 nChanged 45 SP:Iteration 37Q (6620.365499 sec): 3 clusters Score: Raw -2679948.096635 + Penalty 3219.282805 = -2676728.813829 nChanged 43 SP:Iteration 38Q (6620.440343 sec): 3 clusters Score: Raw -2679959.785060 + Penalty 3219.282805 = -2676740.502255 nChanged 42 SP:Iteration 39Q (6620.502336 sec): 3 clusters Score: Raw -2679970.786966 + Penalty 3219.282805 = -2676751.504160 nChanged 37 SP:Iteration 40F (6620.579614 sec): 3 clusters Score: Raw -2679982.040692 + Penalty 3219.282805 = -2676762.757887 nChanged 35 SP:Iteration 41Q (6620.646590 sec): 3 clusters Score: Raw -2679995.631661 + Penalty 3219.282805 = -2676776.348855 nChanged 39 SP:Iteration 42Q (6620.718768 sec): 3 clusters Score: Raw -2680009.686180 + Penalty 3219.282805 = -2676790.403375 nChanged 41 SP:Iteration 43Q (6620.783900 sec): 3 clusters Score: Raw -2680025.568114 + Penalty 3219.282805 = -2676806.285308 nChanged 33 SP:Iteration 44Q (6620.852121 sec): 3 clusters Score: Raw -2680036.470673 + Penalty 3219.282805 = -2676817.187867 nChanged 30 SP:Iteration 45Q (6620.932432 sec): 3 clusters Score: Raw -2680045.989767 + Penalty 3219.282805 = -2676826.706961 nChanged 30 SP:Iteration 46Q (6621.003785 sec): 3 clusters Score: Raw -2680055.937899 + Penalty 3219.282805 = -2676836.655093 nChanged 28 SP:Iteration 47Q (6621.063829 sec): 3 clusters Score: Raw -2680064.004961 + Penalty 3219.282805 = -2676844.722156 nChanged 18 SP:Iteration 48Q (6621.132936 sec): 3 clusters Score: Raw -2680072.918771 + Penalty 3219.282805 = -2676853.635965 nChanged 20 SP:Iteration 49Q (6621.204794 sec): 3 clusters Score: Raw -2680079.891388 + Penalty 3219.282805 = -2676860.608583 nChanged 21 SP:Iteration 50Q (6621.275251 sec): 3 clusters Score: Raw -2680085.666622 + Penalty 3219.282805 = -2676866.383816 nChanged 17 SP:Iteration 51Q (6621.351562 sec): 3 clusters Score: Raw -2680089.552230 + Penalty 3219.282805 = -2676870.269424 nChanged 20 SP:Iteration 52Q (6621.413101 sec): 3 clusters Score: Raw -2680095.676831 + Penalty 3219.282805 = -2676876.394026 nChanged 15 SP:Iteration 53Q (6621.489558 sec): 3 clusters Score: Raw -2680099.054089 + Penalty 3219.282805 = -2676879.771283 nChanged 9 SP:Iteration 54Q (6621.546520 sec): 3 clusters Score: Raw -2680101.491272 + Penalty 3219.282805 = -2676882.208467 nChanged 14 SP:Iteration 55Q (6621.612761 sec): 3 clusters Score: Raw -2680104.737631 + Penalty 3219.282805 = -2676885.454825 nChanged 10 SP:Iteration 56Q (6621.685943 sec): 3 clusters Score: Raw -2680106.897653 + Penalty 3219.282805 = -2676887.614848 nChanged 10 SP:Iteration 57Q (6621.755820 sec): 3 clusters Score: Raw -2680109.132067 + Penalty 3219.282805 = -2676889.849261 nChanged 8 SP:Iteration 58Q (6621.829704 sec): 3 clusters Score: Raw -2680110.970339 + Penalty 3219.282805 = -2676891.687534 nChanged 10 SP:Iteration 59Q (6621.888830 sec): 3 clusters Score: Raw -2680113.127947 + Penalty 3219.282805 = -2676893.845141 nChanged 9 SP:Iteration 60F (6621.967000 sec): 3 clusters Score: Raw -2680116.062790 + Penalty 3219.282805 = -2676896.779985 nChanged 8 SP:Iteration 61Q (6622.042549 sec): 3 clusters Score: Raw -2680118.590659 + Penalty 3219.282805 = -2676899.307853 nChanged 8 SP:Iteration 62Q (6622.105873 sec): 3 clusters Score: Raw -2680121.174464 + Penalty 3219.282805 = -2676901.891658 nChanged 17 SP:Iteration 63Q (6622.179384 sec): 3 clusters Score: Raw -2680126.302425 + Penalty 3219.282805 = -2676907.019619 nChanged 14 SP:Iteration 64Q (6622.251802 sec): 3 clusters Score: Raw -2680130.018112 + Penalty 3219.282805 = -2676910.735306 nChanged 9 SP:Iteration 65Q (6622.318836 sec): 3 clusters Score: Raw -2680132.278877 + Penalty 3219.282805 = -2676912.996072 nChanged 7 SP:Iteration 66Q (6622.395439 sec): 3 clusters Score: Raw -2680134.709335 + Penalty 3219.282805 = -2676915.426529 nChanged 6 SP:Iteration 67Q (6622.448964 sec): 3 clusters Score: Raw -2680137.784911 + Penalty 3219.282805 = -2676918.502106 nChanged 9 SP:Iteration 68Q (6622.521113 sec): 3 clusters Score: Raw -2680141.373111 + Penalty 3219.282805 = -2676922.090305 nChanged 11 SP:Iteration 69Q (6622.592097 sec): 3 clusters Score: Raw -2680145.700923 + Penalty 3219.282805 = -2676926.418118 nChanged 14 SP:Iteration 70Q (6622.659002 sec): 3 clusters Score: Raw -2680149.575504 + Penalty 3219.282805 = -2676930.292698 nChanged 10 SP:Iteration 71Q (6622.726654 sec): 3 clusters Score: Raw -2680151.660338 + Penalty 3219.282805 = -2676932.377533 nChanged 6 SP:Iteration 72Q (6622.799946 sec): 3 clusters Score: Raw -2680153.634600 + Penalty 3219.282805 = -2676934.351794 nChanged 9 SP:Iteration 73Q (6622.857510 sec): 3 clusters Score: Raw -2680156.636003 + Penalty 3219.282805 = -2676937.353197 nChanged 6 SP:Iteration 74Q (6622.930883 sec): 3 clusters Score: Raw -2680158.714029 + Penalty 3219.282805 = -2676939.431224 nChanged 4 SP:Iteration 75Q (6622.997672 sec): 3 clusters Score: Raw -2680160.212771 + Penalty 3219.282805 = -2676940.929966 nChanged 4 SP:Iteration 76Q (6623.063649 sec): 3 clusters Score: Raw -2680161.148360 + Penalty 3219.282805 = -2676941.865554 nChanged 1 SP:Iteration 77Q (6623.129956 sec): 3 clusters Score: Raw -2680161.681727 + Penalty 3219.282805 = -2676942.398922 nChanged 3 SP:Iteration 78Q (6623.200843 sec): 3 clusters Score: Raw -2680162.525066 + Penalty 3219.282805 = -2676943.242261 nChanged 1 SP:Iteration 79Q (6623.263422 sec): 3 clusters Score: Raw -2680162.726760 + Penalty 3219.282805 = -2676943.443955 nChanged 0 SP:Iteration 80F (6623.346215 sec): 3 clusters Score: Raw -2680162.726760 + Penalty 3219.282805 = -2676943.443955 nChanged 0 Trying to split cluster 6 (4366 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6623.365637 sec): 2 clusters Score: Raw -558457.301157 + Penalty 1362.010412 = -557095.290745 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6623.417880 sec): 3 clusters Score: Raw -556266.155027 + Penalty 2724.020825 = -553542.134202 nChanged 1745 SP:Iteration 1F (6623.461685 sec): 3 clusters Score: Raw -557337.734530 + Penalty 2724.020825 = -554613.713706 nChanged 371 SP:Iteration 2F (6623.516394 sec): 3 clusters Score: Raw -557615.940265 + Penalty 2724.020825 = -554891.919440 nChanged 314 SP:Iteration 3F (6623.556112 sec): 3 clusters Score: Raw -557843.804254 + Penalty 2724.020825 = -555119.783429 nChanged 261 SP:Iteration 4F (6623.592205 sec): 3 clusters Score: Raw -558048.650838 + Penalty 2724.020825 = -555324.630013 nChanged 236 SP:Iteration 5F (6623.638096 sec): 3 clusters Score: Raw -558217.554857 + Penalty 2724.020825 = -555493.534032 nChanged 196 SP:Iteration 6Q (6623.673981 sec): 3 clusters Score: Raw -558336.041872 + Penalty 2724.020825 = -555612.021047 nChanged 144 SP:Iteration 7Q (6623.729565 sec): 3 clusters Score: Raw -558420.255824 + Penalty 2724.020825 = -555696.235000 nChanged 110 SP:Iteration 8Q (6623.774029 sec): 3 clusters Score: Raw -558482.689940 + Penalty 2724.020825 = -555758.669116 nChanged 97 SP:Iteration 9Q (6623.829097 sec): 3 clusters Score: Raw -558533.275487 + Penalty 2724.020825 = -555809.254662 nChanged 87 SP:Iteration 10Q (6623.885182 sec): 3 clusters Score: Raw -558583.504119 + Penalty 2724.020825 = -555859.483295 nChanged 96 SP:Iteration 11Q (6623.941044 sec): 3 clusters Score: Raw -558645.859035 + Penalty 2724.020825 = -555921.838211 nChanged 82 SP:Iteration 12Q (6623.981054 sec): 3 clusters Score: Raw -558691.539059 + Penalty 2724.020825 = -555967.518235 nChanged 64 SP:Iteration 13Q (6624.035742 sec): 3 clusters Score: Raw -558734.181423 + Penalty 2724.020825 = -556010.160599 nChanged 62 SP:Iteration 14Q (6624.092098 sec): 3 clusters Score: Raw -558780.984902 + Penalty 2724.020825 = -556056.964077 nChanged 49 SP:Iteration 15Q (6624.153336 sec): 3 clusters Score: Raw -558811.656773 + Penalty 2724.020825 = -556087.635949 nChanged 38 SP:Iteration 16Q (6624.196313 sec): 3 clusters Score: Raw -558831.756381 + Penalty 2724.020825 = -556107.735557 nChanged 30 SP:Iteration 17Q (6624.240960 sec): 3 clusters Score: Raw -558848.564642 + Penalty 2724.020825 = -556124.543817 nChanged 33 SP:Iteration 18Q (6624.281052 sec): 3 clusters Score: Raw -558869.998017 + Penalty 2724.020825 = -556145.977192 nChanged 33 SP:Iteration 19Q (6624.330657 sec): 3 clusters Score: Raw -558902.495286 + Penalty 2724.020825 = -556178.474461 nChanged 32 SP:Iteration 20F (6624.379584 sec): 3 clusters Score: Raw -558932.122298 + Penalty 2724.020825 = -556208.101474 nChanged 25 SP:Iteration 21Q (6624.432013 sec): 3 clusters Score: Raw -558961.481186 + Penalty 2724.020825 = -556237.460361 nChanged 27 SP:Iteration 22Q (6624.488638 sec): 3 clusters Score: Raw -558986.435466 + Penalty 2724.020825 = -556262.414642 nChanged 25 SP:Iteration 23Q (6624.518833 sec): 3 clusters Score: Raw -559004.324594 + Penalty 2724.020825 = -556280.303769 nChanged 30 SP:Iteration 24Q (6624.564606 sec): 3 clusters Score: Raw -559030.367658 + Penalty 2724.020825 = -556306.346833 nChanged 27 SP:Iteration 25Q (6624.618513 sec): 3 clusters Score: Raw -559058.092161 + Penalty 2724.020825 = -556334.071336 nChanged 21 SP:Iteration 26Q (6624.672594 sec): 3 clusters Score: Raw -559091.271675 + Penalty 2724.020825 = -556367.250851 nChanged 34 SP:Iteration 27Q (6624.722508 sec): 3 clusters Score: Raw -559132.741493 + Penalty 2724.020825 = -556408.720668 nChanged 22 SP:Iteration 28Q (6624.765485 sec): 3 clusters Score: Raw -559151.822289 + Penalty 2724.020825 = -556427.801464 nChanged 20 SP:Iteration 29Q (6624.809580 sec): 3 clusters Score: Raw -559170.692807 + Penalty 2724.020825 = -556446.671982 nChanged 24 SP:Iteration 30Q (6624.862706 sec): 3 clusters Score: Raw -559190.457834 + Penalty 2724.020825 = -556466.437009 nChanged 18 SP:Iteration 31Q (6624.912381 sec): 3 clusters Score: Raw -559207.096381 + Penalty 2724.020825 = -556483.075556 nChanged 9 SP:Iteration 32Q (6624.955362 sec): 3 clusters Score: Raw -559211.041230 + Penalty 2724.020825 = -556487.020406 nChanged 9 SP:Iteration 33Q (6625.006879 sec): 3 clusters Score: Raw -559215.380276 + Penalty 2724.020825 = -556491.359452 nChanged 8 SP:Iteration 34Q (6625.053791 sec): 3 clusters Score: Raw -559221.123047 + Penalty 2724.020825 = -556497.102223 nChanged 6 SP:Iteration 35Q (6625.107386 sec): 3 clusters Score: Raw -559223.837687 + Penalty 2724.020825 = -556499.816863 nChanged 4 SP:Iteration 36Q (6625.150652 sec): 3 clusters Score: Raw -559225.416048 + Penalty 2724.020825 = -556501.395223 nChanged 3 SP:Iteration 37Q (6625.207598 sec): 3 clusters Score: Raw -559226.984675 + Penalty 2724.020825 = -556502.963850 nChanged 3 SP:Iteration 38Q (6625.246294 sec): 3 clusters Score: Raw -559228.305472 + Penalty 2724.020825 = -556504.284647 nChanged 3 SP:Iteration 39Q (6625.296791 sec): 3 clusters Score: Raw -559229.007683 + Penalty 2724.020825 = -556504.986859 nChanged 2 SP:Iteration 40F (6625.352879 sec): 3 clusters Score: Raw -559230.057964 + Penalty 2724.020825 = -556506.037140 nChanged 4 SP:Iteration 41Q (6625.399265 sec): 3 clusters Score: Raw -559231.767185 + Penalty 2724.020825 = -556507.746360 nChanged 3 SP:Iteration 42Q (6625.453020 sec): 3 clusters Score: Raw -559233.206192 + Penalty 2724.020825 = -556509.185368 nChanged 4 SP:Iteration 43Q (6625.506233 sec): 3 clusters Score: Raw -559234.511363 + Penalty 2724.020825 = -556510.490538 nChanged 3 SP:Iteration 44Q (6625.554045 sec): 3 clusters Score: Raw -559235.503933 + Penalty 2724.020825 = -556511.483108 nChanged 2 SP:Iteration 45Q (6625.595198 sec): 3 clusters Score: Raw -559235.783679 + Penalty 2724.020825 = -556511.762855 nChanged 0 SP:Iteration 46F (6625.650158 sec): 3 clusters Score: Raw -559235.783679 + Penalty 2724.020825 = -556511.762855 nChanged 0 Trying to split cluster 7 (5755 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6625.686120 sec): 2 clusters Score: Raw -766129.089982 + Penalty 1406.896452 = -764722.193530 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6625.735604 sec): 3 clusters Score: Raw -763130.848618 + Penalty 2813.792904 = -760317.055714 nChanged 2406 SP:Iteration 1F (6625.793069 sec): 3 clusters Score: Raw -764410.128159 + Penalty 2813.792904 = -761596.335255 nChanged 370 SP:Iteration 2F (6625.832865 sec): 3 clusters Score: Raw -764589.067495 + Penalty 2813.792904 = -761775.274590 nChanged 261 SP:Iteration 3Q (6625.890880 sec): 3 clusters Score: Raw -764695.329631 + Penalty 2813.792904 = -761881.536726 nChanged 220 SP:Iteration 4Q (6625.937944 sec): 3 clusters Score: Raw -764781.151020 + Penalty 2813.792904 = -761967.358116 nChanged 173 SP:Iteration 5Q (6625.989252 sec): 3 clusters Score: Raw -764846.595088 + Penalty 2813.792904 = -762032.802184 nChanged 158 SP:Iteration 6Q (6626.037200 sec): 3 clusters Score: Raw -764907.357606 + Penalty 2813.792904 = -762093.564701 nChanged 151 SP:Iteration 7Q (6626.095299 sec): 3 clusters Score: Raw -764978.321192 + Penalty 2813.792904 = -762164.528287 nChanged 158 SP:Iteration 8Q (6626.159711 sec): 3 clusters Score: Raw -765050.789833 + Penalty 2813.792904 = -762236.996928 nChanged 148 SP:Iteration 9Q (6626.186141 sec): 3 clusters Score: Raw -765113.335121 + Penalty 2813.792904 = -762299.542217 nChanged 140 SP:Iteration 10Q (6626.232643 sec): 3 clusters Score: Raw -765167.259561 + Penalty 2813.792904 = -762353.466657 nChanged 130 SP:Iteration 11Q (6626.284241 sec): 3 clusters Score: Raw -765222.287190 + Penalty 2813.792904 = -762408.494285 nChanged 132 SP:Iteration 12Q (6626.336362 sec): 3 clusters Score: Raw -765289.380280 + Penalty 2813.792904 = -762475.587376 nChanged 145 SP:Iteration 13Q (6626.390022 sec): 3 clusters Score: Raw -765363.277561 + Penalty 2813.792904 = -762549.484656 nChanged 149 SP:Iteration 14Q (6626.438466 sec): 3 clusters Score: Raw -765442.383720 + Penalty 2813.792904 = -762628.590815 nChanged 150 SP:Iteration 15Q (6626.495283 sec): 3 clusters Score: Raw -765532.494861 + Penalty 2813.792904 = -762718.701956 nChanged 181 SP:Iteration 16Q (6626.552853 sec): 3 clusters Score: Raw -765642.832520 + Penalty 2813.792904 = -762829.039615 nChanged 171 SP:Iteration 17Q (6626.603207 sec): 3 clusters Score: Raw -765751.080876 + Penalty 2813.792904 = -762937.287971 nChanged 175 SP:Iteration 18Q (6626.644896 sec): 3 clusters Score: Raw -765842.831846 + Penalty 2813.792904 = -763029.038941 nChanged 130 SP:Iteration 19Q (6626.700378 sec): 3 clusters Score: Raw -765900.908364 + Penalty 2813.792904 = -763087.115460 nChanged 90 SP:Iteration 20F (6626.756525 sec): 3 clusters Score: Raw -765929.276436 + Penalty 2813.792904 = -763115.483532 nChanged 58 SP:Iteration 21Q (6626.812405 sec): 3 clusters Score: Raw -765945.664775 + Penalty 2813.792904 = -763131.871870 nChanged 44 SP:Iteration 22Q (6626.857923 sec): 3 clusters Score: Raw -765957.313295 + Penalty 2813.792904 = -763143.520390 nChanged 36 SP:Iteration 23Q (6626.915240 sec): 3 clusters Score: Raw -765966.291813 + Penalty 2813.792904 = -763152.498909 nChanged 30 SP:Iteration 24Q (6626.969501 sec): 3 clusters Score: Raw -765972.782258 + Penalty 2813.792904 = -763158.989354 nChanged 20 SP:Iteration 25Q (6627.017366 sec): 3 clusters Score: Raw -765976.740095 + Penalty 2813.792904 = -763162.947190 nChanged 15 SP:Iteration 26Q (6627.069892 sec): 3 clusters Score: Raw -765980.862687 + Penalty 2813.792904 = -763167.069783 nChanged 19 SP:Iteration 27Q (6627.115008 sec): 3 clusters Score: Raw -765985.673079 + Penalty 2813.792904 = -763171.880174 nChanged 23 SP:Iteration 28Q (6627.170995 sec): 3 clusters Score: Raw -765993.664862 + Penalty 2813.792904 = -763179.871958 nChanged 24 SP:Iteration 29Q (6627.227671 sec): 3 clusters Score: Raw -765999.987150 + Penalty 2813.792904 = -763186.194246 nChanged 21 SP:Iteration 30Q (6627.277506 sec): 3 clusters Score: Raw -766005.314668 + Penalty 2813.792904 = -763191.521763 nChanged 17 SP:Iteration 31Q (6627.330299 sec): 3 clusters Score: Raw -766009.912490 + Penalty 2813.792904 = -763196.119586 nChanged 18 SP:Iteration 32Q (6627.386373 sec): 3 clusters Score: Raw -766013.708155 + Penalty 2813.792904 = -763199.915250 nChanged 10 SP:Iteration 33Q (6627.440133 sec): 3 clusters Score: Raw -766016.081207 + Penalty 2813.792904 = -763202.288302 nChanged 16 SP:Iteration 34Q (6627.491179 sec): 3 clusters Score: Raw -766020.613608 + Penalty 2813.792904 = -763206.820704 nChanged 16 SP:Iteration 35Q (6627.548411 sec): 3 clusters Score: Raw -766025.482880 + Penalty 2813.792904 = -763211.689976 nChanged 23 SP:Iteration 36Q (6627.589394 sec): 3 clusters Score: Raw -766033.329527 + Penalty 2813.792904 = -763219.536622 nChanged 29 SP:Iteration 37Q (6627.638682 sec): 3 clusters Score: Raw -766041.868691 + Penalty 2813.792904 = -763228.075787 nChanged 32 SP:Iteration 38Q (6627.687081 sec): 3 clusters Score: Raw -766052.134520 + Penalty 2813.792904 = -763238.341615 nChanged 31 SP:Iteration 39Q (6627.735974 sec): 3 clusters Score: Raw -766063.845892 + Penalty 2813.792904 = -763250.052988 nChanged 27 SP:Iteration 40F (6627.786187 sec): 3 clusters Score: Raw -766070.017404 + Penalty 2813.792904 = -763256.224500 nChanged 19 SP:Iteration 41Q (6627.854531 sec): 3 clusters Score: Raw -766073.991805 + Penalty 2813.792904 = -763260.198901 nChanged 17 SP:Iteration 42Q (6627.885673 sec): 3 clusters Score: Raw -766077.408740 + Penalty 2813.792904 = -763263.615836 nChanged 12 SP:Iteration 43Q (6627.935714 sec): 3 clusters Score: Raw -766079.714347 + Penalty 2813.792904 = -763265.921443 nChanged 14 SP:Iteration 44Q (6627.996554 sec): 3 clusters Score: Raw -766084.097082 + Penalty 2813.792904 = -763270.304178 nChanged 23 SP:Iteration 45Q (6628.041371 sec): 3 clusters Score: Raw -766091.771302 + Penalty 2813.792904 = -763277.978398 nChanged 24 SP:Iteration 46Q (6628.072760 sec): 3 clusters Score: Raw -766099.325664 + Penalty 2813.792904 = -763285.532760 nChanged 23 SP:Iteration 47Q (6628.115633 sec): 3 clusters Score: Raw -766107.267620 + Penalty 2813.792904 = -763293.474716 nChanged 25 SP:Iteration 48Q (6628.171314 sec): 3 clusters Score: Raw -766112.873466 + Penalty 2813.792904 = -763299.080562 nChanged 18 SP:Iteration 49Q (6628.220804 sec): 3 clusters Score: Raw -766117.237405 + Penalty 2813.792904 = -763303.444500 nChanged 21 SP:Iteration 50Q (6628.270714 sec): 3 clusters Score: Raw -766123.407868 + Penalty 2813.792904 = -763309.614963 nChanged 23 SP:Iteration 51Q (6628.320528 sec): 3 clusters Score: Raw -766129.748510 + Penalty 2813.792904 = -763315.955605 nChanged 27 SP:Iteration 52Q (6628.375913 sec): 3 clusters Score: Raw -766140.413224 + Penalty 2813.792904 = -763326.620319 nChanged 31 SP:Iteration 53Q (6628.421522 sec): 3 clusters Score: Raw -766154.446157 + Penalty 2813.792904 = -763340.653253 nChanged 39 SP:Iteration 54Q (6628.470846 sec): 3 clusters Score: Raw -766174.603989 + Penalty 2813.792904 = -763360.811084 nChanged 39 SP:Iteration 55Q (6628.525988 sec): 3 clusters Score: Raw -766194.680425 + Penalty 2813.792904 = -763380.887521 nChanged 44 SP:Iteration 56Q (6628.576417 sec): 3 clusters Score: Raw -766214.529166 + Penalty 2813.792904 = -763400.736261 nChanged 51 SP:Iteration 57Q (6628.624161 sec): 3 clusters Score: Raw -766235.733466 + Penalty 2813.792904 = -763421.940561 nChanged 39 SP:Iteration 58Q (6628.684056 sec): 3 clusters Score: Raw -766248.355167 + Penalty 2813.792904 = -763434.562263 nChanged 19 SP:Iteration 59Q (6628.736819 sec): 3 clusters Score: Raw -766254.833677 + Penalty 2813.792904 = -763441.040772 nChanged 16 SP:Iteration 60F (6628.788067 sec): 3 clusters Score: Raw -766259.035762 + Penalty 2813.792904 = -763445.242857 nChanged 15 SP:Iteration 61Q (6628.836911 sec): 3 clusters Score: Raw -766262.731235 + Penalty 2813.792904 = -763448.938330 nChanged 20 SP:Iteration 62Q (6628.886013 sec): 3 clusters Score: Raw -766268.628640 + Penalty 2813.792904 = -763454.835736 nChanged 16 SP:Iteration 63Q (6628.946759 sec): 3 clusters Score: Raw -766272.156888 + Penalty 2813.792904 = -763458.363984 nChanged 11 SP:Iteration 64Q (6628.991006 sec): 3 clusters Score: Raw -766274.272850 + Penalty 2813.792904 = -763460.479945 nChanged 8 SP:Iteration 65Q (6629.036844 sec): 3 clusters Score: Raw -766275.488988 + Penalty 2813.792904 = -763461.696084 nChanged 10 SP:Iteration 66Q (6629.091703 sec): 3 clusters Score: Raw -766278.112876 + Penalty 2813.792904 = -763464.319972 nChanged 13 SP:Iteration 67Q (6629.141047 sec): 3 clusters Score: Raw -766281.287994 + Penalty 2813.792904 = -763467.495090 nChanged 15 SP:Iteration 68Q (6629.191760 sec): 3 clusters Score: Raw -766285.204602 + Penalty 2813.792904 = -763471.411698 nChanged 15 SP:Iteration 69Q (6629.241274 sec): 3 clusters Score: Raw -766290.150389 + Penalty 2813.792904 = -763476.357485 nChanged 15 SP:Iteration 70Q (6629.295477 sec): 3 clusters Score: Raw -766294.954197 + Penalty 2813.792904 = -763481.161292 nChanged 14 SP:Iteration 71Q (6629.350629 sec): 3 clusters Score: Raw -766296.932802 + Penalty 2813.792904 = -763483.139897 nChanged 6 SP:Iteration 72Q (6629.390366 sec): 3 clusters Score: Raw -766298.017619 + Penalty 2813.792904 = -763484.224714 nChanged 6 SP:Iteration 73Q (6629.438016 sec): 3 clusters Score: Raw -766299.001302 + Penalty 2813.792904 = -763485.208398 nChanged 5 SP:Iteration 74Q (6629.496427 sec): 3 clusters Score: Raw -766299.937638 + Penalty 2813.792904 = -763486.144734 nChanged 6 SP:Iteration 75Q (6629.532373 sec): 3 clusters Score: Raw -766300.969340 + Penalty 2813.792904 = -763487.176435 nChanged 5 SP:Iteration 76Q (6629.590351 sec): 3 clusters Score: Raw -766302.386424 + Penalty 2813.792904 = -763488.593520 nChanged 5 SP:Iteration 77Q (6629.632515 sec): 3 clusters Score: Raw -766303.260120 + Penalty 2813.792904 = -763489.467216 nChanged 3 SP:Iteration 78Q (6629.684305 sec): 3 clusters Score: Raw -766303.671644 + Penalty 2813.792904 = -763489.878740 nChanged 2 SP:Iteration 79Q (6629.735322 sec): 3 clusters Score: Raw -766304.127415 + Penalty 2813.792904 = -763490.334511 nChanged 1 SP:Iteration 80F (6629.783821 sec): 3 clusters Score: Raw -766304.322681 + Penalty 2813.792904 = -763490.529777 nChanged 3 SP:Iteration 81Q (6629.835612 sec): 3 clusters Score: Raw -766304.729461 + Penalty 2813.792904 = -763490.936556 nChanged 1 SP:Iteration 82Q (6629.878122 sec): 3 clusters Score: Raw -766304.835365 + Penalty 2813.792904 = -763491.042460 nChanged 1 SP:Iteration 83Q (6629.926334 sec): 3 clusters Score: Raw -766304.940064 + Penalty 2813.792904 = -763491.147160 nChanged 1 SP:Iteration 84Q (6629.977940 sec): 3 clusters Score: Raw -766305.333544 + Penalty 2813.792904 = -763491.540640 nChanged 1 SP:Iteration 85Q (6630.033730 sec): 3 clusters Score: Raw -766305.501619 + Penalty 2813.792904 = -763491.708714 nChanged 1 SP:Iteration 86Q (6630.089535 sec): 3 clusters Score: Raw -766305.615452 + Penalty 2813.792904 = -763491.822548 nChanged 0 SP:Iteration 87F (6630.133995 sec): 3 clusters Score: Raw -766305.615452 + Penalty 2813.792904 = -763491.822548 nChanged 0 Trying to split cluster 8 (2751 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6630.162178 sec): 2 clusters Score: Raw -374616.176664 + Penalty 1286.954461 = -373329.222202 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6630.210608 sec): 3 clusters Score: Raw -373329.599379 + Penalty 2573.908922 = -370755.690457 nChanged 1063 SP:Iteration 1F (6630.249856 sec): 3 clusters Score: Raw -373905.607323 + Penalty 2573.908922 = -371331.698401 nChanged 187 SP:Iteration 2F (6630.296468 sec): 3 clusters Score: Raw -374006.700286 + Penalty 2573.908922 = -371432.791363 nChanged 120 SP:Iteration 3Q (6630.340422 sec): 3 clusters Score: Raw -374078.445405 + Penalty 2573.908922 = -371504.536483 nChanged 89 SP:Iteration 4Q (6630.394596 sec): 3 clusters Score: Raw -374136.114417 + Penalty 2573.908922 = -371562.205494 nChanged 83 SP:Iteration 5Q (6630.445258 sec): 3 clusters Score: Raw -374196.317789 + Penalty 2573.908922 = -371622.408867 nChanged 82 SP:Iteration 6Q (6630.497158 sec): 3 clusters Score: Raw -374273.465187 + Penalty 2573.908922 = -371699.556264 nChanged 99 SP:Iteration 7Q (6630.549114 sec): 3 clusters Score: Raw -374364.338803 + Penalty 2573.908922 = -371790.429881 nChanged 111 SP:Iteration 8Q (6630.598914 sec): 3 clusters Score: Raw -374479.171231 + Penalty 2573.908922 = -371905.262309 nChanged 135 SP:Iteration 9Q (6630.650615 sec): 3 clusters Score: Raw -374631.673190 + Penalty 2573.908922 = -372057.764268 nChanged 157 SP:Iteration 10F (6630.702955 sec): 3 clusters Score: Raw -374886.632503 + Penalty 2573.908922 = -372312.723581 nChanged 199 SP:Iteration 11F (6630.755047 sec): 3 clusters Score: Raw -375247.172769 + Penalty 2573.908922 = -372673.263847 nChanged 213 SP:Iteration 12F (6630.808348 sec): 3 clusters Score: Raw -375661.324101 + Penalty 2573.908922 = -373087.415179 nChanged 183 SP:Iteration 13F (6630.860510 sec): 3 clusters Score: Raw -375926.154227 + Penalty 2573.908922 = -373352.245305 nChanged 103 SP:Iteration 14Q (6630.925541 sec): 3 clusters Score: Raw -376026.186790 + Penalty 2573.908922 = -373452.277867 nChanged 54 SP:Iteration 15Q (6630.966346 sec): 3 clusters Score: Raw -376059.256633 + Penalty 2573.908922 = -373485.347711 nChanged 22 SP:Iteration 16Q (6631.010905 sec): 3 clusters Score: Raw -376072.307541 + Penalty 2573.908922 = -373498.398619 nChanged 20 SP:Iteration 17Q (6631.074443 sec): 3 clusters Score: Raw -376084.036087 + Penalty 2573.908922 = -373510.127165 nChanged 17 SP:Iteration 18Q (6631.115355 sec): 3 clusters Score: Raw -376093.883133 + Penalty 2573.908922 = -373519.974211 nChanged 11 SP:Iteration 19Q (6631.167403 sec): 3 clusters Score: Raw -376099.173544 + Penalty 2573.908922 = -373525.264621 nChanged 3 SP:Iteration 20F (6631.219790 sec): 3 clusters Score: Raw -376100.108067 + Penalty 2573.908922 = -373526.199145 nChanged 2 SP:Iteration 21Q (6631.272856 sec): 3 clusters Score: Raw -376100.792930 + Penalty 2573.908922 = -373526.884008 nChanged 2 SP:Iteration 22Q (6631.324417 sec): 3 clusters Score: Raw -376101.339185 + Penalty 2573.908922 = -373527.430263 nChanged 0 SP:Iteration 23F (6631.376689 sec): 3 clusters Score: Raw -376101.339185 + Penalty 2573.908922 = -373527.430263 nChanged 0 Score: Raw -99923821.564847 + Penalty 57274.817060 = -99866546.747787 Splitting cluster 8 changes total score from -99865940.986507 to -99866546.747787 So it's getting split into cluster 26. Trying to split cluster 9 (7792 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6643.747495 sec): 2 clusters Score: Raw -942574.733479 + Penalty 1456.138587 = -941118.594892 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6643.811982 sec): 3 clusters Score: Raw -938277.276730 + Penalty 2912.277175 = -935364.999555 nChanged 3270 SP:Iteration 1F (6643.873843 sec): 3 clusters Score: Raw -940130.785110 + Penalty 2912.277175 = -937218.507936 nChanged 547 SP:Iteration 2F (6643.935440 sec): 3 clusters Score: Raw -940389.793909 + Penalty 2912.277175 = -937477.516734 nChanged 400 SP:Iteration 3F (6643.995941 sec): 3 clusters Score: Raw -940564.053687 + Penalty 2912.277175 = -937651.776513 nChanged 330 SP:Iteration 4Q (6644.066920 sec): 3 clusters Score: Raw -940704.214221 + Penalty 2912.277175 = -937791.937046 nChanged 270 SP:Iteration 5Q (6644.129914 sec): 3 clusters Score: Raw -940814.088479 + Penalty 2912.277175 = -937901.811304 nChanged 243 SP:Iteration 6Q (6644.179627 sec): 3 clusters Score: Raw -940927.010744 + Penalty 2912.277175 = -938014.733569 nChanged 272 SP:Iteration 7Q (6644.240797 sec): 3 clusters Score: Raw -941086.549508 + Penalty 2912.277175 = -938174.272334 nChanged 313 SP:Iteration 8Q (6644.293907 sec): 3 clusters Score: Raw -941283.034260 + Penalty 2912.277175 = -938370.757085 nChanged 336 SP:Iteration 9Q (6644.354649 sec): 3 clusters Score: Raw -941527.766975 + Penalty 2912.277175 = -938615.489800 nChanged 351 SP:Iteration 10Q (6644.415404 sec): 3 clusters Score: Raw -941813.407868 + Penalty 2912.277175 = -938901.130693 nChanged 394 SP:Iteration 11F (6644.471148 sec): 3 clusters Score: Raw -942073.213214 + Penalty 2912.277175 = -939160.936040 nChanged 365 SP:Iteration 12Q (6644.532413 sec): 3 clusters Score: Raw -942283.637294 + Penalty 2912.277175 = -939371.360119 nChanged 276 SP:Iteration 13Q (6644.593512 sec): 3 clusters Score: Raw -942419.691220 + Penalty 2912.277175 = -939507.414045 nChanged 201 SP:Iteration 14Q (6644.654374 sec): 3 clusters Score: Raw -942517.340198 + Penalty 2912.277175 = -939605.063023 nChanged 166 SP:Iteration 15Q (6644.715105 sec): 3 clusters Score: Raw -942596.377109 + Penalty 2912.277175 = -939684.099934 nChanged 140 SP:Iteration 16Q (6644.775967 sec): 3 clusters Score: Raw -942658.923945 + Penalty 2912.277175 = -939746.646770 nChanged 127 SP:Iteration 17Q (6644.836369 sec): 3 clusters Score: Raw -942708.375357 + Penalty 2912.277175 = -939796.098183 nChanged 104 SP:Iteration 18Q (6644.898410 sec): 3 clusters Score: Raw -942748.077890 + Penalty 2912.277175 = -939835.800715 nChanged 98 SP:Iteration 19Q (6644.953669 sec): 3 clusters Score: Raw -942786.149079 + Penalty 2912.277175 = -939873.871905 nChanged 74 SP:Iteration 20F (6645.015788 sec): 3 clusters Score: Raw -942811.045103 + Penalty 2912.277175 = -939898.767928 nChanged 62 SP:Iteration 21Q (6645.077930 sec): 3 clusters Score: Raw -942830.936543 + Penalty 2912.277175 = -939918.659368 nChanged 57 SP:Iteration 22Q (6645.139940 sec): 3 clusters Score: Raw -942853.615487 + Penalty 2912.277175 = -939941.338312 nChanged 75 SP:Iteration 23Q (6645.190409 sec): 3 clusters Score: Raw -942886.028078 + Penalty 2912.277175 = -939973.750903 nChanged 77 SP:Iteration 24Q (6645.256364 sec): 3 clusters Score: Raw -942920.229236 + Penalty 2912.277175 = -940007.952061 nChanged 69 SP:Iteration 25Q (6645.306248 sec): 3 clusters Score: Raw -942957.902022 + Penalty 2912.277175 = -940045.624848 nChanged 73 SP:Iteration 26Q (6645.362170 sec): 3 clusters Score: Raw -943004.372385 + Penalty 2912.277175 = -940092.095210 nChanged 79 SP:Iteration 27Q (6645.406711 sec): 3 clusters Score: Raw -943048.593915 + Penalty 2912.277175 = -940136.316740 nChanged 77 SP:Iteration 28Q (6645.475624 sec): 3 clusters Score: Raw -943084.954810 + Penalty 2912.277175 = -940172.677635 nChanged 73 SP:Iteration 29Q (6645.533191 sec): 3 clusters Score: Raw -943114.425665 + Penalty 2912.277175 = -940202.148490 nChanged 72 SP:Iteration 30Q (6645.545608 sec): 3 clusters Score: Raw -943137.754132 + Penalty 2912.277175 = -940225.476958 nChanged 60 SP:Iteration 31Q (6645.602931 sec): 3 clusters Score: Raw -943157.875950 + Penalty 2912.277175 = -940245.598775 nChanged 56 SP:Iteration 32Q (6645.656954 sec): 3 clusters Score: Raw -943179.726669 + Penalty 2912.277175 = -940267.449495 nChanged 53 SP:Iteration 33Q (6645.722190 sec): 3 clusters Score: Raw -943197.301841 + Penalty 2912.277175 = -940285.024666 nChanged 40 SP:Iteration 34Q (6645.770987 sec): 3 clusters Score: Raw -943208.455569 + Penalty 2912.277175 = -940296.178394 nChanged 28 SP:Iteration 35Q (6645.842071 sec): 3 clusters Score: Raw -943214.702845 + Penalty 2912.277175 = -940302.425670 nChanged 27 SP:Iteration 36Q (6645.900298 sec): 3 clusters Score: Raw -943221.056787 + Penalty 2912.277175 = -940308.779613 nChanged 20 SP:Iteration 37Q (6645.957321 sec): 3 clusters Score: Raw -943228.839420 + Penalty 2912.277175 = -940316.562245 nChanged 23 SP:Iteration 38Q (6646.020347 sec): 3 clusters Score: Raw -943238.795772 + Penalty 2912.277175 = -940326.518597 nChanged 28 SP:Iteration 39Q (6646.065422 sec): 3 clusters Score: Raw -943248.829087 + Penalty 2912.277175 = -940336.551912 nChanged 26 SP:Iteration 40F (6646.131431 sec): 3 clusters Score: Raw -943258.994485 + Penalty 2912.277175 = -940346.717310 nChanged 26 SP:Iteration 41Q (6646.179991 sec): 3 clusters Score: Raw -943265.747392 + Penalty 2912.277175 = -940353.470217 nChanged 19 SP:Iteration 42Q (6646.245165 sec): 3 clusters Score: Raw -943269.887702 + Penalty 2912.277175 = -940357.610527 nChanged 15 SP:Iteration 43Q (6646.301694 sec): 3 clusters Score: Raw -943273.632954 + Penalty 2912.277175 = -940361.355779 nChanged 16 SP:Iteration 44Q (6646.363386 sec): 3 clusters Score: Raw -943277.889664 + Penalty 2912.277175 = -940365.612489 nChanged 11 SP:Iteration 45Q (6646.422964 sec): 3 clusters Score: Raw -943280.546107 + Penalty 2912.277175 = -940368.268932 nChanged 9 SP:Iteration 46Q (6646.483418 sec): 3 clusters Score: Raw -943282.478549 + Penalty 2912.277175 = -940370.201375 nChanged 10 SP:Iteration 47Q (6646.540125 sec): 3 clusters Score: Raw -943286.501285 + Penalty 2912.277175 = -940374.224110 nChanged 21 SP:Iteration 48Q (6646.600682 sec): 3 clusters Score: Raw -943293.937585 + Penalty 2912.277175 = -940381.660410 nChanged 21 SP:Iteration 49Q (6646.659337 sec): 3 clusters Score: Raw -943299.449571 + Penalty 2912.277175 = -940387.172396 nChanged 19 SP:Iteration 50Q (6646.719877 sec): 3 clusters Score: Raw -943304.817692 + Penalty 2912.277175 = -940392.540518 nChanged 13 SP:Iteration 51Q (6646.780566 sec): 3 clusters Score: Raw -943309.703391 + Penalty 2912.277175 = -940397.426216 nChanged 15 SP:Iteration 52Q (6646.841018 sec): 3 clusters Score: Raw -943313.799183 + Penalty 2912.277175 = -940401.522009 nChanged 16 SP:Iteration 53Q (6646.901545 sec): 3 clusters Score: Raw -943319.586284 + Penalty 2912.277175 = -940407.309109 nChanged 24 SP:Iteration 54Q (6646.961955 sec): 3 clusters Score: Raw -943326.163231 + Penalty 2912.277175 = -940413.886056 nChanged 8 SP:Iteration 55Q (6647.022491 sec): 3 clusters Score: Raw -943328.236353 + Penalty 2912.277175 = -940415.959178 nChanged 8 SP:Iteration 56Q (6647.083078 sec): 3 clusters Score: Raw -943330.436438 + Penalty 2912.277175 = -940418.159263 nChanged 6 SP:Iteration 57Q (6647.143608 sec): 3 clusters Score: Raw -943331.453002 + Penalty 2912.277175 = -940419.175827 nChanged 8 SP:Iteration 58Q (6647.194651 sec): 3 clusters Score: Raw -943332.982421 + Penalty 2912.277175 = -940420.705246 nChanged 6 SP:Iteration 59Q (6647.251782 sec): 3 clusters Score: Raw -943334.319071 + Penalty 2912.277175 = -940422.041896 nChanged 8 SP:Iteration 60F (6647.313160 sec): 3 clusters Score: Raw -943336.482136 + Penalty 2912.277175 = -940424.204961 nChanged 9 SP:Iteration 61Q (6647.380995 sec): 3 clusters Score: Raw -943338.097945 + Penalty 2912.277175 = -940425.820770 nChanged 3 SP:Iteration 62Q (6647.430909 sec): 3 clusters Score: Raw -943338.852864 + Penalty 2912.277175 = -940426.575689 nChanged 3 SP:Iteration 63Q (6647.491846 sec): 3 clusters Score: Raw -943339.285824 + Penalty 2912.277175 = -940427.008649 nChanged 4 SP:Iteration 64Q (6647.557695 sec): 3 clusters Score: Raw -943339.944512 + Penalty 2912.277175 = -940427.667337 nChanged 4 SP:Iteration 65Q (6647.614481 sec): 3 clusters Score: Raw -943340.576841 + Penalty 2912.277175 = -940428.299666 nChanged 2 SP:Iteration 66Q (6647.672293 sec): 3 clusters Score: Raw -943341.491441 + Penalty 2912.277175 = -940429.214266 nChanged 1 SP:Iteration 67Q (6647.730311 sec): 3 clusters Score: Raw -943341.734923 + Penalty 2912.277175 = -940429.457749 nChanged 1 SP:Iteration 68Q (6647.789498 sec): 3 clusters Score: Raw -943341.802630 + Penalty 2912.277175 = -940429.525455 nChanged 0 SP:Iteration 69F (6647.849915 sec): 3 clusters Score: Raw -943341.802630 + Penalty 2912.277175 = -940429.525455 nChanged 0 Trying to split cluster 10 (11512 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6647.890748 sec): 2 clusters Score: Raw -1503074.669671 + Penalty 1519.561103 = -1501555.108568 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6647.951508 sec): 3 clusters Score: Raw -1496555.887825 + Penalty 3039.122206 = -1493516.765619 nChanged 5007 SP:Iteration 1F (6648.016232 sec): 3 clusters Score: Raw -1499279.324944 + Penalty 3039.122206 = -1496240.202738 nChanged 637 SP:Iteration 2F (6648.083167 sec): 3 clusters Score: Raw -1499540.232024 + Penalty 3039.122206 = -1496501.109818 nChanged 560 SP:Iteration 3Q (6648.151860 sec): 3 clusters Score: Raw -1499767.556566 + Penalty 3039.122206 = -1496728.434361 nChanged 521 SP:Iteration 4Q (6648.219386 sec): 3 clusters Score: Raw -1499994.179073 + Penalty 3039.122206 = -1496955.056867 nChanged 481 SP:Iteration 5Q (6648.282436 sec): 3 clusters Score: Raw -1500234.963576 + Penalty 3039.122206 = -1497195.841371 nChanged 529 SP:Iteration 6Q (6648.351880 sec): 3 clusters Score: Raw -1500553.357538 + Penalty 3039.122206 = -1497514.235332 nChanged 581 SP:Iteration 7F (6648.406666 sec): 3 clusters Score: Raw -1500923.613061 + Penalty 3039.122206 = -1497884.490855 nChanged 554 SP:Iteration 8Q (6648.474090 sec): 3 clusters Score: Raw -1501334.941278 + Penalty 3039.122206 = -1498295.819072 nChanged 551 SP:Iteration 9Q (6648.540953 sec): 3 clusters Score: Raw -1501768.716438 + Penalty 3039.122206 = -1498729.594232 nChanged 498 SP:Iteration 10Q (6648.609675 sec): 3 clusters Score: Raw -1502109.818117 + Penalty 3039.122206 = -1499070.695911 nChanged 366 SP:Iteration 11Q (6648.668399 sec): 3 clusters Score: Raw -1502324.039768 + Penalty 3039.122206 = -1499284.917562 nChanged 273 SP:Iteration 12Q (6648.740102 sec): 3 clusters Score: Raw -1502475.271791 + Penalty 3039.122206 = -1499436.149585 nChanged 239 SP:Iteration 13Q (6648.794432 sec): 3 clusters Score: Raw -1502610.344102 + Penalty 3039.122206 = -1499571.221896 nChanged 221 SP:Iteration 14Q (6648.869566 sec): 3 clusters Score: Raw -1502729.142617 + Penalty 3039.122206 = -1499690.020411 nChanged 168 SP:Iteration 15Q (6648.923026 sec): 3 clusters Score: Raw -1502827.355948 + Penalty 3039.122206 = -1499788.233742 nChanged 154 SP:Iteration 16Q (6648.987266 sec): 3 clusters Score: Raw -1502908.971522 + Penalty 3039.122206 = -1499869.849316 nChanged 125 SP:Iteration 17Q (6649.060121 sec): 3 clusters Score: Raw -1502976.870287 + Penalty 3039.122206 = -1499937.748081 nChanged 109 SP:Iteration 18Q (6649.111945 sec): 3 clusters Score: Raw -1503041.840301 + Penalty 3039.122206 = -1500002.718095 nChanged 101 SP:Iteration 19Q (6649.181578 sec): 3 clusters Score: Raw -1503097.375884 + Penalty 3039.122206 = -1500058.253678 nChanged 82 SP:Iteration 20F (6649.232913 sec): 3 clusters Score: Raw -1503131.326258 + Penalty 3039.122206 = -1500092.204053 nChanged 67 SP:Iteration 21Q (6649.296959 sec): 3 clusters Score: Raw -1503157.766816 + Penalty 3039.122206 = -1500118.644611 nChanged 51 SP:Iteration 22Q (6649.355700 sec): 3 clusters Score: Raw -1503175.968851 + Penalty 3039.122206 = -1500136.846645 nChanged 46 SP:Iteration 23Q (6649.419844 sec): 3 clusters Score: Raw -1503195.043924 + Penalty 3039.122206 = -1500155.921718 nChanged 43 SP:Iteration 24Q (6649.488924 sec): 3 clusters Score: Raw -1503212.281420 + Penalty 3039.122206 = -1500173.159214 nChanged 44 SP:Iteration 25Q (6649.542371 sec): 3 clusters Score: Raw -1503230.596222 + Penalty 3039.122206 = -1500191.474016 nChanged 43 SP:Iteration 26Q (6649.608727 sec): 3 clusters Score: Raw -1503252.021279 + Penalty 3039.122206 = -1500212.899073 nChanged 47 SP:Iteration 27Q (6649.659100 sec): 3 clusters Score: Raw -1503276.051782 + Penalty 3039.122206 = -1500236.929576 nChanged 35 SP:Iteration 28Q (6649.719611 sec): 3 clusters Score: Raw -1503293.739136 + Penalty 3039.122206 = -1500254.616930 nChanged 22 SP:Iteration 29Q (6649.791585 sec): 3 clusters Score: Raw -1503302.399689 + Penalty 3039.122206 = -1500263.277483 nChanged 18 SP:Iteration 30Q (6649.849459 sec): 3 clusters Score: Raw -1503310.754475 + Penalty 3039.122206 = -1500271.632269 nChanged 17 SP:Iteration 31Q (6649.910491 sec): 3 clusters Score: Raw -1503317.993942 + Penalty 3039.122206 = -1500278.871736 nChanged 9 SP:Iteration 32Q (6649.974144 sec): 3 clusters Score: Raw -1503322.280747 + Penalty 3039.122206 = -1500283.158542 nChanged 13 SP:Iteration 33Q (6650.030078 sec): 3 clusters Score: Raw -1503326.245304 + Penalty 3039.122206 = -1500287.123098 nChanged 8 SP:Iteration 34Q (6650.100269 sec): 3 clusters Score: Raw -1503328.874061 + Penalty 3039.122206 = -1500289.751855 nChanged 8 SP:Iteration 35Q (6650.164456 sec): 3 clusters Score: Raw -1503331.210759 + Penalty 3039.122206 = -1500292.088553 nChanged 7 SP:Iteration 36Q (6650.228772 sec): 3 clusters Score: Raw -1503332.858648 + Penalty 3039.122206 = -1500293.736442 nChanged 2 SP:Iteration 37Q (6650.284573 sec): 3 clusters Score: Raw -1503333.465313 + Penalty 3039.122206 = -1500294.343108 nChanged 1 SP:Iteration 38Q (6650.346417 sec): 3 clusters Score: Raw -1503333.941316 + Penalty 3039.122206 = -1500294.819110 nChanged 2 SP:Iteration 39Q (6650.412527 sec): 3 clusters Score: Raw -1503334.405163 + Penalty 3039.122206 = -1500295.282957 nChanged 2 SP:Iteration 40F (6650.470227 sec): 3 clusters Score: Raw -1503335.412988 + Penalty 3039.122206 = -1500296.290783 nChanged 3 SP:Iteration 41Q (6650.528972 sec): 3 clusters Score: Raw -1503336.561406 + Penalty 3039.122206 = -1500297.439200 nChanged 2 SP:Iteration 42Q (6650.594947 sec): 3 clusters Score: Raw -1503337.404490 + Penalty 3039.122206 = -1500298.282285 nChanged 2 SP:Iteration 43Q (6650.663673 sec): 3 clusters Score: Raw -1503337.811367 + Penalty 3039.122206 = -1500298.689161 nChanged 1 SP:Iteration 44Q (6650.716025 sec): 3 clusters Score: Raw -1503338.367840 + Penalty 3039.122206 = -1500299.245634 nChanged 1 SP:Iteration 45Q (6650.773153 sec): 3 clusters Score: Raw -1503338.663506 + Penalty 3039.122206 = -1500299.541300 nChanged 0 SP:Iteration 46F (6650.842020 sec): 3 clusters Score: Raw -1503338.663506 + Penalty 3039.122206 = -1500299.541300 nChanged 0 Trying to split cluster 11 (3421 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6650.869658 sec): 2 clusters Score: Raw -430433.723474 + Penalty 1322.374330 = -429111.349144 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6650.923039 sec): 3 clusters Score: Raw -428746.305613 + Penalty 2644.748660 = -426101.556953 nChanged 1323 SP:Iteration 1F (6650.975791 sec): 3 clusters Score: Raw -429756.359607 + Penalty 2644.748660 = -427111.610947 nChanged 367 SP:Iteration 2F (6651.028154 sec): 3 clusters Score: Raw -430292.275272 + Penalty 2644.748660 = -427647.526612 nChanged 294 SP:Iteration 3F (6651.074260 sec): 3 clusters Score: Raw -430635.489177 + Penalty 2644.748660 = -427990.740517 nChanged 230 SP:Iteration 4F (6651.131689 sec): 3 clusters Score: Raw -430841.208968 + Penalty 2644.748660 = -428196.460308 nChanged 173 SP:Iteration 5F (6651.191564 sec): 3 clusters Score: Raw -431001.981255 + Penalty 2644.748660 = -428357.232595 nChanged 149 SP:Iteration 6Q (6651.232319 sec): 3 clusters Score: Raw -431130.522674 + Penalty 2644.748660 = -428485.774013 nChanged 122 SP:Iteration 7Q (6651.281559 sec): 3 clusters Score: Raw -431236.434841 + Penalty 2644.748660 = -428591.686181 nChanged 106 SP:Iteration 8Q (6651.335904 sec): 3 clusters Score: Raw -431345.537549 + Penalty 2644.748660 = -428700.788888 nChanged 96 SP:Iteration 9Q (6651.389237 sec): 3 clusters Score: Raw -431439.196833 + Penalty 2644.748660 = -428794.448172 nChanged 80 SP:Iteration 10Q (6651.440691 sec): 3 clusters Score: Raw -431514.526986 + Penalty 2644.748660 = -428869.778326 nChanged 65 SP:Iteration 11Q (6651.492851 sec): 3 clusters Score: Raw -431589.796596 + Penalty 2644.748660 = -428945.047936 nChanged 54 SP:Iteration 12Q (6651.544937 sec): 3 clusters Score: Raw -431634.221908 + Penalty 2644.748660 = -428989.473248 nChanged 33 SP:Iteration 13Q (6651.597073 sec): 3 clusters Score: Raw -431656.817830 + Penalty 2644.748660 = -429012.069170 nChanged 22 SP:Iteration 14Q (6651.648066 sec): 3 clusters Score: Raw -431673.413459 + Penalty 2644.748660 = -429028.664799 nChanged 21 SP:Iteration 15Q (6651.700272 sec): 3 clusters Score: Raw -431686.158180 + Penalty 2644.748660 = -429041.409519 nChanged 15 SP:Iteration 16Q (6651.751986 sec): 3 clusters Score: Raw -431694.854758 + Penalty 2644.748660 = -429050.106097 nChanged 11 SP:Iteration 17Q (6651.800793 sec): 3 clusters Score: Raw -431700.205824 + Penalty 2644.748660 = -429055.457164 nChanged 7 SP:Iteration 18Q (6651.852798 sec): 3 clusters Score: Raw -431703.989189 + Penalty 2644.748660 = -429059.240529 nChanged 3 SP:Iteration 19Q (6651.904106 sec): 3 clusters Score: Raw -431705.482742 + Penalty 2644.748660 = -429060.734082 nChanged 3 SP:Iteration 20F (6651.948806 sec): 3 clusters Score: Raw -431706.229981 + Penalty 2644.748660 = -429061.481321 nChanged 2 SP:Iteration 21Q (6651.999609 sec): 3 clusters Score: Raw -431706.984603 + Penalty 2644.748660 = -429062.235943 nChanged 0 SP:Iteration 22F (6652.048279 sec): 3 clusters Score: Raw -431706.984603 + Penalty 2644.748660 = -429062.235943 nChanged 0 Trying to split cluster 12 (9283 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6652.084654 sec): 2 clusters Score: Raw -1192188.027209 + Penalty 1484.590258 = -1190703.436951 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6652.140365 sec): 3 clusters Score: Raw -1186934.417371 + Penalty 2969.180516 = -1183965.236855 nChanged 4023 SP:Iteration 1F (6652.207850 sec): 3 clusters Score: Raw -1189067.288161 + Penalty 2969.180516 = -1186098.107645 nChanged 595 SP:Iteration 2F (6652.254488 sec): 3 clusters Score: Raw -1189321.727759 + Penalty 2969.180516 = -1186352.547243 nChanged 463 SP:Iteration 3Q (6652.315139 sec): 3 clusters Score: Raw -1189542.085420 + Penalty 2969.180516 = -1186572.904904 nChanged 468 SP:Iteration 4F (6652.376102 sec): 3 clusters Score: Raw -1189797.093349 + Penalty 2969.180516 = -1186827.912832 nChanged 474 SP:Iteration 5F (6652.431796 sec): 3 clusters Score: Raw -1190086.097697 + Penalty 2969.180516 = -1187116.917181 nChanged 520 SP:Iteration 6F (6652.488166 sec): 3 clusters Score: Raw -1190485.887320 + Penalty 2969.180516 = -1187516.706804 nChanged 544 SP:Iteration 7F (6652.557659 sec): 3 clusters Score: Raw -1190984.096811 + Penalty 2969.180516 = -1188014.916295 nChanged 619 SP:Iteration 8F (6652.622040 sec): 3 clusters Score: Raw -1191669.887188 + Penalty 2969.180516 = -1188700.706672 nChanged 593 SP:Iteration 9F (6652.679479 sec): 3 clusters Score: Raw -1192270.200135 + Penalty 2969.180516 = -1189301.019619 nChanged 411 SP:Iteration 10Q (6652.727639 sec): 3 clusters Score: Raw -1192627.249747 + Penalty 2969.180516 = -1189658.069231 nChanged 258 SP:Iteration 11Q (6652.796411 sec): 3 clusters Score: Raw -1192927.269699 + Penalty 2969.180516 = -1189958.089183 nChanged 207 SP:Iteration 12Q (6652.858737 sec): 3 clusters Score: Raw -1193444.001356 + Penalty 2969.180516 = -1190474.820840 nChanged 142 SP:Iteration 13Q (6652.914922 sec): 3 clusters Score: Raw -1193878.450605 + Penalty 2969.180516 = -1190909.270089 nChanged 79 SP:Iteration 14Q (6652.975054 sec): 3 clusters Score: Raw -1194001.235710 + Penalty 2969.180516 = -1191032.055194 nChanged 13 SP:Iteration 15Q (6653.034086 sec): 3 clusters Score: Raw -1194006.009914 + Penalty 2969.180516 = -1191036.829398 nChanged 3 SP:Iteration 16Q (6653.101007 sec): 3 clusters Score: Raw -1194006.630699 + Penalty 2969.180516 = -1191037.450183 nChanged 0 SP:Iteration 17F (6653.150670 sec): 3 clusters Score: Raw -1194006.630699 + Penalty 2969.180516 = -1191037.450183 nChanged 0 Score: Raw -99925640.168337 + Penalty 59477.694639 = -99866162.473698 Splitting cluster 12 changes total score from -99865940.986507 to -99866162.473698 So it's getting split into cluster 27. Trying to split cluster 13 (2967 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6665.711506 sec): 2 clusters Score: Raw -384079.043257 + Penalty 1299.237326 = -382779.805931 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6665.762419 sec): 3 clusters Score: Raw -382673.301463 + Penalty 2598.474652 = -380074.826812 nChanged 1131 SP:Iteration 1F (6665.803199 sec): 3 clusters Score: Raw -383337.780393 + Penalty 2598.474652 = -380739.305741 nChanged 218 SP:Iteration 2F (6665.855091 sec): 3 clusters Score: Raw -383467.673728 + Penalty 2598.474652 = -380869.199076 nChanged 143 SP:Iteration 3Q (6665.903998 sec): 3 clusters Score: Raw -383563.953179 + Penalty 2598.474652 = -380965.478528 nChanged 108 SP:Iteration 4Q (6665.955641 sec): 3 clusters Score: Raw -383618.730509 + Penalty 2598.474652 = -381020.255858 nChanged 67 SP:Iteration 5Q (6666.008493 sec): 3 clusters Score: Raw -383651.721665 + Penalty 2598.474652 = -381053.247014 nChanged 67 SP:Iteration 6Q (6666.061861 sec): 3 clusters Score: Raw -383688.981996 + Penalty 2598.474652 = -381090.507345 nChanged 62 SP:Iteration 7Q (6666.113727 sec): 3 clusters Score: Raw -383721.109589 + Penalty 2598.474652 = -381122.634938 nChanged 59 SP:Iteration 8Q (6666.162809 sec): 3 clusters Score: Raw -383754.905361 + Penalty 2598.474652 = -381156.430709 nChanged 52 SP:Iteration 9Q (6666.221182 sec): 3 clusters Score: Raw -383780.739944 + Penalty 2598.474652 = -381182.265292 nChanged 42 SP:Iteration 10Q (6666.269019 sec): 3 clusters Score: Raw -383799.895322 + Penalty 2598.474652 = -381201.420670 nChanged 23 SP:Iteration 11Q (6666.321427 sec): 3 clusters Score: Raw -383809.924974 + Penalty 2598.474652 = -381211.450322 nChanged 38 SP:Iteration 12Q (6666.374917 sec): 3 clusters Score: Raw -383828.822375 + Penalty 2598.474652 = -381230.347723 nChanged 38 SP:Iteration 13Q (6666.428691 sec): 3 clusters Score: Raw -383855.880209 + Penalty 2598.474652 = -381257.405557 nChanged 37 SP:Iteration 14Q (6666.479092 sec): 3 clusters Score: Raw -383881.975600 + Penalty 2598.474652 = -381283.500948 nChanged 46 SP:Iteration 15Q (6666.531674 sec): 3 clusters Score: Raw -383917.338339 + Penalty 2598.474652 = -381318.863687 nChanged 67 SP:Iteration 16Q (6666.585589 sec): 3 clusters Score: Raw -383960.478720 + Penalty 2598.474652 = -381362.004068 nChanged 62 SP:Iteration 17Q (6666.639801 sec): 3 clusters Score: Raw -384002.035409 + Penalty 2598.474652 = -381403.560757 nChanged 59 SP:Iteration 18Q (6666.693590 sec): 3 clusters Score: Raw -384038.706602 + Penalty 2598.474652 = -381440.231950 nChanged 49 SP:Iteration 19Q (6666.746632 sec): 3 clusters Score: Raw -384068.020818 + Penalty 2598.474652 = -381469.546166 nChanged 45 SP:Iteration 20F (6666.788303 sec): 3 clusters Score: Raw -384094.978743 + Penalty 2598.474652 = -381496.504092 nChanged 54 SP:Iteration 21Q (6666.840338 sec): 3 clusters Score: Raw -384121.617043 + Penalty 2598.474652 = -381523.142392 nChanged 33 SP:Iteration 22Q (6666.892307 sec): 3 clusters Score: Raw -384139.791422 + Penalty 2598.474652 = -381541.316770 nChanged 40 SP:Iteration 23Q (6666.943599 sec): 3 clusters Score: Raw -384162.240290 + Penalty 2598.474652 = -381563.765639 nChanged 34 SP:Iteration 24Q (6666.995694 sec): 3 clusters Score: Raw -384181.155776 + Penalty 2598.474652 = -381582.681125 nChanged 35 SP:Iteration 25Q (6667.048726 sec): 3 clusters Score: Raw -384201.337040 + Penalty 2598.474652 = -381602.862388 nChanged 28 SP:Iteration 26Q (6667.100501 sec): 3 clusters Score: Raw -384212.351521 + Penalty 2598.474652 = -381613.876870 nChanged 22 SP:Iteration 27Q (6667.152554 sec): 3 clusters Score: Raw -384222.119420 + Penalty 2598.474652 = -381623.644769 nChanged 15 SP:Iteration 28Q (6667.202432 sec): 3 clusters Score: Raw -384228.395389 + Penalty 2598.474652 = -381629.920737 nChanged 15 SP:Iteration 29Q (6667.248910 sec): 3 clusters Score: Raw -384234.598813 + Penalty 2598.474652 = -381636.124162 nChanged 14 SP:Iteration 30Q (6667.301135 sec): 3 clusters Score: Raw -384239.290363 + Penalty 2598.474652 = -381640.815711 nChanged 8 SP:Iteration 31Q (6667.358983 sec): 3 clusters Score: Raw -384241.978108 + Penalty 2598.474652 = -381643.503457 nChanged 5 SP:Iteration 32Q (6667.410544 sec): 3 clusters Score: Raw -384243.863769 + Penalty 2598.474652 = -381645.389118 nChanged 6 SP:Iteration 33Q (6667.459013 sec): 3 clusters Score: Raw -384247.726380 + Penalty 2598.474652 = -381649.251729 nChanged 10 SP:Iteration 34Q (6667.508330 sec): 3 clusters Score: Raw -384251.664085 + Penalty 2598.474652 = -381653.189433 nChanged 9 SP:Iteration 35Q (6667.562871 sec): 3 clusters Score: Raw -384254.713915 + Penalty 2598.474652 = -381656.239264 nChanged 8 SP:Iteration 36Q (6667.608462 sec): 3 clusters Score: Raw -384256.609004 + Penalty 2598.474652 = -381658.134353 nChanged 5 SP:Iteration 37Q (6667.650041 sec): 3 clusters Score: Raw -384258.478947 + Penalty 2598.474652 = -381660.004296 nChanged 7 SP:Iteration 38Q (6667.712368 sec): 3 clusters Score: Raw -384260.374467 + Penalty 2598.474652 = -381661.899816 nChanged 8 SP:Iteration 39Q (6667.749141 sec): 3 clusters Score: Raw -384263.276385 + Penalty 2598.474652 = -381664.801733 nChanged 13 SP:Iteration 40F (6667.792218 sec): 3 clusters Score: Raw -384268.285721 + Penalty 2598.474652 = -381669.811069 nChanged 19 SP:Iteration 41Q (6667.847615 sec): 3 clusters Score: Raw -384274.997796 + Penalty 2598.474652 = -381676.523144 nChanged 8 SP:Iteration 42Q (6667.893279 sec): 3 clusters Score: Raw -384277.509719 + Penalty 2598.474652 = -381679.035068 nChanged 13 SP:Iteration 43Q (6667.936017 sec): 3 clusters Score: Raw -384283.722450 + Penalty 2598.474652 = -381685.247798 nChanged 14 SP:Iteration 44Q (6667.992677 sec): 3 clusters Score: Raw -384289.292867 + Penalty 2598.474652 = -381690.818216 nChanged 12 SP:Iteration 45Q (6668.040549 sec): 3 clusters Score: Raw -384293.154638 + Penalty 2598.474652 = -381694.679986 nChanged 12 SP:Iteration 46Q (6668.081356 sec): 3 clusters Score: Raw -384298.638260 + Penalty 2598.474652 = -381700.163608 nChanged 9 SP:Iteration 47Q (6668.133934 sec): 3 clusters Score: Raw -384302.341635 + Penalty 2598.474652 = -381703.866984 nChanged 5 SP:Iteration 48Q (6668.193599 sec): 3 clusters Score: Raw -384304.066477 + Penalty 2598.474652 = -381705.591825 nChanged 6 SP:Iteration 49Q (6668.232226 sec): 3 clusters Score: Raw -384306.852130 + Penalty 2598.474652 = -381708.377478 nChanged 7 SP:Iteration 50Q (6668.293498 sec): 3 clusters Score: Raw -384311.546306 + Penalty 2598.474652 = -381713.071655 nChanged 7 SP:Iteration 51Q (6668.341710 sec): 3 clusters Score: Raw -384313.620116 + Penalty 2598.474652 = -381715.145464 nChanged 2 SP:Iteration 52Q (6668.384315 sec): 3 clusters Score: Raw -384314.335204 + Penalty 2598.474652 = -381715.860552 nChanged 3 SP:Iteration 53Q (6668.421914 sec): 3 clusters Score: Raw -384315.014255 + Penalty 2598.474652 = -381716.539603 nChanged 2 SP:Iteration 54Q (6668.474623 sec): 3 clusters Score: Raw -384315.378192 + Penalty 2598.474652 = -381716.903540 nChanged 1 SP:Iteration 55Q (6668.524728 sec): 3 clusters Score: Raw -384315.778063 + Penalty 2598.474652 = -381717.303412 nChanged 0 SP:Iteration 56F (6668.578817 sec): 3 clusters Score: Raw -384315.778063 + Penalty 2598.474652 = -381717.303412 nChanged 0 Trying to split cluster 14 (199 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6668.614582 sec): 2 clusters Score: Raw -19774.352419 + Penalty 860.162034 = -18914.190385 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6668.652758 sec): 3 clusters Score: Raw -19997.161557 + Penalty 1720.324068 = -18276.837489 nChanged 39 SP:Iteration 1F (6668.702279 sec): 3 clusters Score: Raw -20134.262797 + Penalty 1720.324068 = -18413.938729 nChanged 16 SP:Iteration 2F (6668.742350 sec): 3 clusters Score: Raw -20196.905176 + Penalty 1720.324068 = -18476.581108 nChanged 7 SP:Iteration 3Q (6668.791416 sec): 3 clusters Score: Raw -20249.806850 + Penalty 1720.324068 = -18529.482782 nChanged 5 SP:Iteration 4Q (6668.837639 sec): 3 clusters Score: Raw -20353.534828 + Penalty 1720.324068 = -18633.210760 nChanged 7 SP:Iteration 5Q (6668.886489 sec): 3 clusters Score: Raw -20397.406338 + Penalty 1720.324068 = -18677.082270 nChanged 2 SP:Iteration 6Q (6668.933614 sec): 3 clusters Score: Raw -20409.424214 + Penalty 1720.324068 = -18689.100146 nChanged 0 SP:Iteration 7F (6668.981919 sec): 3 clusters Score: Raw -20409.424214 + Penalty 1720.324068 = -18689.100146 nChanged 0 Trying to split cluster 15 (28783 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6669.042645 sec): 2 clusters Score: Raw -3773248.994228 + Penalty 1668.475285 = -3771580.518943 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6669.143792 sec): 3 clusters Score: Raw -3755453.351987 + Penalty 3336.950570 = -3752116.401417 nChanged 13266 SP:Iteration 1F (6669.240883 sec): 3 clusters Score: Raw -3762980.186043 + Penalty 3336.950570 = -3759643.235473 nChanged 1507 SP:Iteration 2F (6669.331649 sec): 3 clusters Score: Raw -3763651.364407 + Penalty 3336.950570 = -3760314.413838 nChanged 1568 SP:Iteration 3F (6669.425317 sec): 3 clusters Score: Raw -3764556.114296 + Penalty 3336.950570 = -3761219.163726 nChanged 1819 SP:Iteration 4F (6669.506752 sec): 3 clusters Score: Raw -3765865.726869 + Penalty 3336.950570 = -3762528.776299 nChanged 2115 SP:Iteration 5F (6669.598396 sec): 3 clusters Score: Raw -3767583.017745 + Penalty 3336.950570 = -3764246.067176 nChanged 2187 SP:Iteration 6F (6669.692155 sec): 3 clusters Score: Raw -3769334.200872 + Penalty 3336.950570 = -3765997.250303 nChanged 1850 SP:Iteration 7F (6669.790828 sec): 3 clusters Score: Raw -3770606.755006 + Penalty 3336.950570 = -3767269.804437 nChanged 1369 SP:Iteration 8Q (6669.882801 sec): 3 clusters Score: Raw -3771297.217990 + Penalty 3336.950570 = -3767960.267420 nChanged 918 SP:Iteration 9Q (6669.984660 sec): 3 clusters Score: Raw -3771632.755403 + Penalty 3336.950570 = -3768295.804833 nChanged 592 SP:Iteration 10Q (6670.069387 sec): 3 clusters Score: Raw -3771796.851085 + Penalty 3336.950570 = -3768459.900516 nChanged 413 SP:Iteration 11Q (6670.166540 sec): 3 clusters Score: Raw -3771887.557145 + Penalty 3336.950570 = -3768550.606576 nChanged 332 SP:Iteration 12Q (6670.254319 sec): 3 clusters Score: Raw -3771949.002731 + Penalty 3336.950570 = -3768612.052161 nChanged 260 SP:Iteration 13Q (6670.350963 sec): 3 clusters Score: Raw -3771991.818686 + Penalty 3336.950570 = -3768654.868116 nChanged 208 SP:Iteration 14Q (6670.461298 sec): 3 clusters Score: Raw -3772023.489046 + Penalty 3336.950570 = -3768686.538477 nChanged 187 SP:Iteration 15Q (6670.549610 sec): 3 clusters Score: Raw -3772047.282988 + Penalty 3336.950570 = -3768710.332418 nChanged 165 SP:Iteration 16Q (6670.642408 sec): 3 clusters Score: Raw -3772066.087512 + Penalty 3336.950570 = -3768729.136942 nChanged 118 SP:Iteration 17Q (6670.742517 sec): 3 clusters Score: Raw -3772079.021982 + Penalty 3336.950570 = -3768742.071412 nChanged 115 SP:Iteration 18Q (6670.846636 sec): 3 clusters Score: Raw -3772093.970616 + Penalty 3336.950570 = -3768757.020046 nChanged 115 SP:Iteration 19Q (6670.946262 sec): 3 clusters Score: Raw -3772109.285448 + Penalty 3336.950570 = -3768772.334879 nChanged 134 SP:Iteration 20F (6671.030662 sec): 3 clusters Score: Raw -3772128.083010 + Penalty 3336.950570 = -3768791.132440 nChanged 128 SP:Iteration 21Q (6671.127913 sec): 3 clusters Score: Raw -3772145.521758 + Penalty 3336.950570 = -3768808.571188 nChanged 128 SP:Iteration 22Q (6671.221828 sec): 3 clusters Score: Raw -3772162.030520 + Penalty 3336.950570 = -3768825.079951 nChanged 125 SP:Iteration 23Q (6671.311686 sec): 3 clusters Score: Raw -3772177.728464 + Penalty 3336.950570 = -3768840.777894 nChanged 136 SP:Iteration 24Q (6671.390799 sec): 3 clusters Score: Raw -3772197.254886 + Penalty 3336.950570 = -3768860.304316 nChanged 159 SP:Iteration 25Q (6671.488343 sec): 3 clusters Score: Raw -3772222.975698 + Penalty 3336.950570 = -3768886.025129 nChanged 155 SP:Iteration 26Q (6671.575736 sec): 3 clusters Score: Raw -3772249.058821 + Penalty 3336.950570 = -3768912.108252 nChanged 161 SP:Iteration 27Q (6671.664468 sec): 3 clusters Score: Raw -3772281.259950 + Penalty 3336.950570 = -3768944.309380 nChanged 188 SP:Iteration 28Q (6671.751493 sec): 3 clusters Score: Raw -3772318.879364 + Penalty 3336.950570 = -3768981.928795 nChanged 187 SP:Iteration 29Q (6671.838640 sec): 3 clusters Score: Raw -3772353.994369 + Penalty 3336.950570 = -3769017.043799 nChanged 182 SP:Iteration 30Q (6671.923015 sec): 3 clusters Score: Raw -3772387.160293 + Penalty 3336.950570 = -3769050.209723 nChanged 173 SP:Iteration 31Q (6672.016521 sec): 3 clusters Score: Raw -3772421.124568 + Penalty 3336.950570 = -3769084.173998 nChanged 196 SP:Iteration 32Q (6672.107882 sec): 3 clusters Score: Raw -3772459.372821 + Penalty 3336.950570 = -3769122.422251 nChanged 198 SP:Iteration 33Q (6672.205236 sec): 3 clusters Score: Raw -3772492.237071 + Penalty 3336.950570 = -3769155.286501 nChanged 182 SP:Iteration 34Q (6672.301670 sec): 3 clusters Score: Raw -3772521.563338 + Penalty 3336.950570 = -3769184.612768 nChanged 170 SP:Iteration 35Q (6672.392274 sec): 3 clusters Score: Raw -3772550.709307 + Penalty 3336.950570 = -3769213.758737 nChanged 173 SP:Iteration 36Q (6672.482092 sec): 3 clusters Score: Raw -3772581.824008 + Penalty 3336.950570 = -3769244.873439 nChanged 196 SP:Iteration 37Q (6672.570877 sec): 3 clusters Score: Raw -3772619.761791 + Penalty 3336.950570 = -3769282.811222 nChanged 208 SP:Iteration 38Q (6672.654288 sec): 3 clusters Score: Raw -3772661.788432 + Penalty 3336.950570 = -3769324.837863 nChanged 224 SP:Iteration 39Q (6672.742389 sec): 3 clusters Score: Raw -3772706.736364 + Penalty 3336.950570 = -3769369.785794 nChanged 216 SP:Iteration 40F (6672.825652 sec): 3 clusters Score: Raw -3772747.294406 + Penalty 3336.950570 = -3769410.343837 nChanged 219 SP:Iteration 41Q (6672.884281 sec): 3 clusters Score: Raw -3772791.292843 + Penalty 3336.950570 = -3769454.342273 nChanged 232 SP:Iteration 42Q (6672.989956 sec): 3 clusters Score: Raw -3772830.009069 + Penalty 3336.950570 = -3769493.058500 nChanged 195 SP:Iteration 43Q (6673.077803 sec): 3 clusters Score: Raw -3772858.389404 + Penalty 3336.950570 = -3769521.438835 nChanged 180 SP:Iteration 44Q (6673.171244 sec): 3 clusters Score: Raw -3772882.642660 + Penalty 3336.950570 = -3769545.692091 nChanged 156 SP:Iteration 45Q (6673.275131 sec): 3 clusters Score: Raw -3772904.995460 + Penalty 3336.950570 = -3769568.044891 nChanged 165 SP:Iteration 46Q (6673.358237 sec): 3 clusters Score: Raw -3772930.364604 + Penalty 3336.950570 = -3769593.414035 nChanged 175 SP:Iteration 47Q (6673.454397 sec): 3 clusters Score: Raw -3772959.661499 + Penalty 3336.950570 = -3769622.710929 nChanged 170 SP:Iteration 48Q (6673.532595 sec): 3 clusters Score: Raw -3772985.086953 + Penalty 3336.950570 = -3769648.136384 nChanged 145 SP:Iteration 49Q (6673.623393 sec): 3 clusters Score: Raw -3773003.273361 + Penalty 3336.950570 = -3769666.322791 nChanged 117 SP:Iteration 50Q (6673.719225 sec): 3 clusters Score: Raw -3773016.243699 + Penalty 3336.950570 = -3769679.293130 nChanged 98 SP:Iteration 51Q (6673.797722 sec): 3 clusters Score: Raw -3773026.736084 + Penalty 3336.950570 = -3769689.785515 nChanged 96 SP:Iteration 52Q (6673.890999 sec): 3 clusters Score: Raw -3773036.041041 + Penalty 3336.950570 = -3769699.090472 nChanged 78 SP:Iteration 53Q (6673.983517 sec): 3 clusters Score: Raw -3773044.538663 + Penalty 3336.950570 = -3769707.588094 nChanged 81 SP:Iteration 54Q (6674.075718 sec): 3 clusters Score: Raw -3773052.453704 + Penalty 3336.950570 = -3769715.503135 nChanged 71 SP:Iteration 55Q (6674.168914 sec): 3 clusters Score: Raw -3773058.856377 + Penalty 3336.950570 = -3769721.905807 nChanged 70 SP:Iteration 56Q (6674.260934 sec): 3 clusters Score: Raw -3773064.879580 + Penalty 3336.950570 = -3769727.929011 nChanged 71 SP:Iteration 57Q (6674.349406 sec): 3 clusters Score: Raw -3773070.011664 + Penalty 3336.950570 = -3769733.061094 nChanged 55 SP:Iteration 58Q (6674.448899 sec): 3 clusters Score: Raw -3773073.992109 + Penalty 3336.950570 = -3769737.041539 nChanged 60 SP:Iteration 59Q (6674.540448 sec): 3 clusters Score: Raw -3773079.244368 + Penalty 3336.950570 = -3769742.293798 nChanged 71 SP:Iteration 60F (6674.636350 sec): 3 clusters Score: Raw -3773086.265440 + Penalty 3336.950570 = -3769749.314870 nChanged 75 SP:Iteration 61Q (6674.722928 sec): 3 clusters Score: Raw -3773093.258214 + Penalty 3336.950570 = -3769756.307644 nChanged 69 SP:Iteration 62Q (6674.818178 sec): 3 clusters Score: Raw -3773101.208032 + Penalty 3336.950570 = -3769764.257463 nChanged 76 SP:Iteration 63Q (6674.914165 sec): 3 clusters Score: Raw -3773108.949225 + Penalty 3336.950570 = -3769771.998656 nChanged 81 SP:Iteration 64Q (6674.996259 sec): 3 clusters Score: Raw -3773118.390847 + Penalty 3336.950570 = -3769781.440277 nChanged 98 SP:Iteration 65Q (6675.069586 sec): 3 clusters Score: Raw -3773128.566205 + Penalty 3336.950570 = -3769791.615636 nChanged 76 SP:Iteration 66Q (6675.157290 sec): 3 clusters Score: Raw -3773135.269512 + Penalty 3336.950570 = -3769798.318942 nChanged 70 SP:Iteration 67Q (6675.259019 sec): 3 clusters Score: Raw -3773140.291190 + Penalty 3336.950570 = -3769803.340621 nChanged 57 SP:Iteration 68Q (6675.352836 sec): 3 clusters Score: Raw -3773145.420812 + Penalty 3336.950570 = -3769808.470242 nChanged 59 SP:Iteration 69Q (6675.441428 sec): 3 clusters Score: Raw -3773150.972252 + Penalty 3336.950570 = -3769814.021683 nChanged 62 SP:Iteration 70Q (6675.536688 sec): 3 clusters Score: Raw -3773157.349547 + Penalty 3336.950570 = -3769820.398978 nChanged 73 SP:Iteration 71Q (6675.633410 sec): 3 clusters Score: Raw -3773165.285787 + Penalty 3336.950570 = -3769828.335218 nChanged 71 SP:Iteration 72Q (6675.718306 sec): 3 clusters Score: Raw -3773171.764237 + Penalty 3336.950570 = -3769834.813667 nChanged 83 SP:Iteration 73Q (6675.814470 sec): 3 clusters Score: Raw -3773178.996070 + Penalty 3336.950570 = -3769842.045500 nChanged 60 SP:Iteration 74Q (6675.902419 sec): 3 clusters Score: Raw -3773183.748641 + Penalty 3336.950570 = -3769846.798072 nChanged 45 SP:Iteration 75Q (6675.995286 sec): 3 clusters Score: Raw -3773186.462198 + Penalty 3336.950570 = -3769849.511629 nChanged 36 SP:Iteration 76Q (6676.088895 sec): 3 clusters Score: Raw -3773188.665315 + Penalty 3336.950570 = -3769851.714745 nChanged 35 SP:Iteration 77Q (6676.179169 sec): 3 clusters Score: Raw -3773190.462189 + Penalty 3336.950570 = -3769853.511619 nChanged 36 SP:Iteration 78Q (6676.275286 sec): 3 clusters Score: Raw -3773192.911949 + Penalty 3336.950570 = -3769855.961379 nChanged 38 SP:Iteration 79Q (6676.373072 sec): 3 clusters Score: Raw -3773195.530314 + Penalty 3336.950570 = -3769858.579745 nChanged 35 SP:Iteration 80F (6676.458545 sec): 3 clusters Score: Raw -3773198.315190 + Penalty 3336.950570 = -3769861.364620 nChanged 31 SP:Iteration 81Q (6676.550971 sec): 3 clusters Score: Raw -3773200.232650 + Penalty 3336.950570 = -3769863.282080 nChanged 22 SP:Iteration 82Q (6676.644805 sec): 3 clusters Score: Raw -3773201.398991 + Penalty 3336.950570 = -3769864.448421 nChanged 23 SP:Iteration 83Q (6676.738111 sec): 3 clusters Score: Raw -3773202.587085 + Penalty 3336.950570 = -3769865.636515 nChanged 27 SP:Iteration 84Q (6676.824289 sec): 3 clusters Score: Raw -3773203.977201 + Penalty 3336.950570 = -3769867.026631 nChanged 19 SP:Iteration 85Q (6676.924153 sec): 3 clusters Score: Raw -3773205.020976 + Penalty 3336.950570 = -3769868.070407 nChanged 17 SP:Iteration 86Q (6677.021846 sec): 3 clusters Score: Raw -3773205.810900 + Penalty 3336.950570 = -3769868.860331 nChanged 19 SP:Iteration 87Q (6677.118510 sec): 3 clusters Score: Raw -3773206.728807 + Penalty 3336.950570 = -3769869.778237 nChanged 18 SP:Iteration 88Q (6677.214635 sec): 3 clusters Score: Raw -3773207.732603 + Penalty 3336.950570 = -3769870.782034 nChanged 17 SP:Iteration 89Q (6677.313415 sec): 3 clusters Score: Raw -3773208.688454 + Penalty 3336.950570 = -3769871.737884 nChanged 17 SP:Iteration 90Q (6677.410300 sec): 3 clusters Score: Raw -3773209.608940 + Penalty 3336.950570 = -3769872.658371 nChanged 17 SP:Iteration 91Q (6677.520287 sec): 3 clusters Score: Raw -3773210.439489 + Penalty 3336.950570 = -3769873.488920 nChanged 14 SP:Iteration 92Q (6677.618705 sec): 3 clusters Score: Raw -3773211.046554 + Penalty 3336.950570 = -3769874.095984 nChanged 18 SP:Iteration 93Q (6677.706820 sec): 3 clusters Score: Raw -3773211.811659 + Penalty 3336.950570 = -3769874.861090 nChanged 10 SP:Iteration 94Q (6677.790534 sec): 3 clusters Score: Raw -3773212.346512 + Penalty 3336.950570 = -3769875.395942 nChanged 15 SP:Iteration 95Q (6677.882943 sec): 3 clusters Score: Raw -3773213.455791 + Penalty 3336.950570 = -3769876.505222 nChanged 22 SP:Iteration 96Q (6677.974938 sec): 3 clusters Score: Raw -3773214.678858 + Penalty 3336.950570 = -3769877.728288 nChanged 21 SP:Iteration 97Q (6678.063649 sec): 3 clusters Score: Raw -3773215.583465 + Penalty 3336.950570 = -3769878.632895 nChanged 26 SP:Iteration 98Q (6678.157141 sec): 3 clusters Score: Raw -3773216.946669 + Penalty 3336.950570 = -3769879.996099 nChanged 20 SP:Iteration 99Q (6678.248005 sec): 3 clusters Score: Raw -3773218.280185 + Penalty 3336.950570 = -3769881.329616 nChanged 22 SP:Iteration 100F (6678.339203 sec): 3 clusters Score: Raw -3773219.762799 + Penalty 3336.950570 = -3769882.812229 nChanged 26 SP:Iteration 101Q (6678.433422 sec): 3 clusters Score: Raw -3773221.844194 + Penalty 3336.950570 = -3769884.893625 nChanged 27 SP:Iteration 102Q (6678.496751 sec): 3 clusters Score: Raw -3773223.275148 + Penalty 3336.950570 = -3769886.324578 nChanged 16 SP:Iteration 103Q (6678.588519 sec): 3 clusters Score: Raw -3773224.216880 + Penalty 3336.950570 = -3769887.266311 nChanged 15 SP:Iteration 104Q (6678.688949 sec): 3 clusters Score: Raw -3773224.865263 + Penalty 3336.950570 = -3769887.914694 nChanged 8 SP:Iteration 105Q (6678.786945 sec): 3 clusters Score: Raw -3773225.211386 + Penalty 3336.950570 = -3769888.260817 nChanged 8 SP:Iteration 106Q (6678.882514 sec): 3 clusters Score: Raw -3773225.440999 + Penalty 3336.950570 = -3769888.490430 nChanged 7 SP:Iteration 107Q (6678.978113 sec): 3 clusters Score: Raw -3773225.601979 + Penalty 3336.950570 = -3769888.651409 nChanged 4 SP:Iteration 108Q (6679.064283 sec): 3 clusters Score: Raw -3773225.788603 + Penalty 3336.950570 = -3769888.838033 nChanged 4 SP:Iteration 109Q (6679.125361 sec): 3 clusters Score: Raw -3773225.895976 + Penalty 3336.950570 = -3769888.945407 nChanged 1 SP:Iteration 110Q (6679.183295 sec): 3 clusters Score: Raw -3773225.907580 + Penalty 3336.950570 = -3769888.957010 nChanged 2 SP:Iteration 111Q (6679.276175 sec): 3 clusters Score: Raw -3773225.962281 + Penalty 3336.950570 = -3769889.011712 nChanged 0 SP:Iteration 112F (6679.385038 sec): 3 clusters Score: Raw -3773225.962281 + Penalty 3336.950570 = -3769889.011712 nChanged 0 Trying to split cluster 16 (15419 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6679.431529 sec): 2 clusters Score: Raw -2063395.715325 + Penalty 1567.045317 = -2061828.670008 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6679.505303 sec): 3 clusters Score: Raw -2054269.175852 + Penalty 3134.090633 = -2051135.085219 nChanged 6906 SP:Iteration 1F (6679.563549 sec): 3 clusters Score: Raw -2058101.447727 + Penalty 3134.090633 = -2054967.357094 nChanged 1014 SP:Iteration 2F (6679.630356 sec): 3 clusters Score: Raw -2058672.550173 + Penalty 3134.090633 = -2055538.459540 nChanged 951 SP:Iteration 3F (6679.701736 sec): 3 clusters Score: Raw -2059291.514635 + Penalty 3134.090633 = -2056157.424002 nChanged 976 SP:Iteration 4F (6679.776343 sec): 3 clusters Score: Raw -2059964.911747 + Penalty 3134.090633 = -2056830.821114 nChanged 1024 SP:Iteration 5F (6679.851584 sec): 3 clusters Score: Raw -2060698.129436 + Penalty 3134.090633 = -2057564.038803 nChanged 1020 SP:Iteration 6F (6679.926323 sec): 3 clusters Score: Raw -2061446.320608 + Penalty 3134.090633 = -2058312.229975 nChanged 944 SP:Iteration 7F (6679.995881 sec): 3 clusters Score: Raw -2062102.505656 + Penalty 3134.090633 = -2058968.415023 nChanged 788 SP:Iteration 8F (6680.064648 sec): 3 clusters Score: Raw -2062612.970737 + Penalty 3134.090633 = -2059478.880104 nChanged 622 SP:Iteration 9Q (6680.143987 sec): 3 clusters Score: Raw -2062999.267959 + Penalty 3134.090633 = -2059865.177326 nChanged 476 SP:Iteration 10Q (6680.205713 sec): 3 clusters Score: Raw -2063289.923381 + Penalty 3134.090633 = -2060155.832748 nChanged 416 SP:Iteration 11Q (6680.266585 sec): 3 clusters Score: Raw -2063548.694554 + Penalty 3134.090633 = -2060414.603921 nChanged 343 SP:Iteration 12Q (6680.330792 sec): 3 clusters Score: Raw -2063756.922257 + Penalty 3134.090633 = -2060622.831623 nChanged 296 SP:Iteration 13Q (6680.401722 sec): 3 clusters Score: Raw -2063956.819128 + Penalty 3134.090633 = -2060822.728494 nChanged 257 SP:Iteration 14Q (6680.481913 sec): 3 clusters Score: Raw -2064135.477799 + Penalty 3134.090633 = -2061001.387165 nChanged 211 SP:Iteration 15Q (6680.542268 sec): 3 clusters Score: Raw -2064259.295742 + Penalty 3134.090633 = -2061125.205109 nChanged 151 SP:Iteration 16Q (6680.612243 sec): 3 clusters Score: Raw -2064334.004874 + Penalty 3134.090633 = -2061199.914240 nChanged 126 SP:Iteration 17Q (6680.677725 sec): 3 clusters Score: Raw -2064386.406859 + Penalty 3134.090633 = -2061252.316225 nChanged 75 SP:Iteration 18Q (6680.740965 sec): 3 clusters Score: Raw -2064409.855701 + Penalty 3134.090633 = -2061275.765068 nChanged 67 SP:Iteration 19Q (6680.815402 sec): 3 clusters Score: Raw -2064431.267711 + Penalty 3134.090633 = -2061297.177078 nChanged 64 SP:Iteration 20F (6680.882408 sec): 3 clusters Score: Raw -2064452.197474 + Penalty 3134.090633 = -2061318.106841 nChanged 50 SP:Iteration 21Q (6680.953070 sec): 3 clusters Score: Raw -2064468.494863 + Penalty 3134.090633 = -2061334.404230 nChanged 55 SP:Iteration 22Q (6681.023806 sec): 3 clusters Score: Raw -2064484.797786 + Penalty 3134.090633 = -2061350.707153 nChanged 39 SP:Iteration 23Q (6681.097795 sec): 3 clusters Score: Raw -2064495.524777 + Penalty 3134.090633 = -2061361.434144 nChanged 40 SP:Iteration 24Q (6681.168342 sec): 3 clusters Score: Raw -2064506.247444 + Penalty 3134.090633 = -2061372.156811 nChanged 29 SP:Iteration 25Q (6681.240297 sec): 3 clusters Score: Raw -2064515.045944 + Penalty 3134.090633 = -2061380.955311 nChanged 21 SP:Iteration 26Q (6681.309654 sec): 3 clusters Score: Raw -2064521.406690 + Penalty 3134.090633 = -2061387.316057 nChanged 22 SP:Iteration 27Q (6681.369164 sec): 3 clusters Score: Raw -2064526.092815 + Penalty 3134.090633 = -2061392.002182 nChanged 15 SP:Iteration 28Q (6681.441165 sec): 3 clusters Score: Raw -2064529.443966 + Penalty 3134.090633 = -2061395.353333 nChanged 11 SP:Iteration 29Q (6681.508950 sec): 3 clusters Score: Raw -2064531.394521 + Penalty 3134.090633 = -2061397.303888 nChanged 8 SP:Iteration 30Q (6681.590878 sec): 3 clusters Score: Raw -2064532.903346 + Penalty 3134.090633 = -2061398.812713 nChanged 10 SP:Iteration 31Q (6681.660457 sec): 3 clusters Score: Raw -2064535.197650 + Penalty 3134.090633 = -2061401.107017 nChanged 6 SP:Iteration 32Q (6681.683520 sec): 3 clusters Score: Raw -2064536.115189 + Penalty 3134.090633 = -2061402.024556 nChanged 4 SP:Iteration 33Q (6681.754438 sec): 3 clusters Score: Raw -2064536.825374 + Penalty 3134.090633 = -2061402.734740 nChanged 7 SP:Iteration 34Q (6681.830450 sec): 3 clusters Score: Raw -2064537.747749 + Penalty 3134.090633 = -2061403.657116 nChanged 2 SP:Iteration 35Q (6681.894926 sec): 3 clusters Score: Raw -2064537.987314 + Penalty 3134.090633 = -2061403.896681 nChanged 1 SP:Iteration 36Q (6681.965456 sec): 3 clusters Score: Raw -2064538.066461 + Penalty 3134.090633 = -2061403.975828 nChanged 0 SP:Iteration 37F (6682.030653 sec): 3 clusters Score: Raw -2064538.066461 + Penalty 3134.090633 = -2061403.975828 nChanged 0 Trying to split cluster 17 (8244 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6682.076363 sec): 2 clusters Score: Raw -936454.166158 + Penalty 1465.301653 = -934988.864505 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6682.139034 sec): 3 clusters Score: Raw -932028.584313 + Penalty 2930.603306 = -929097.981007 nChanged 3566 SP:Iteration 1F (6682.195360 sec): 3 clusters Score: Raw -934322.439291 + Penalty 2930.603306 = -931391.835984 nChanged 723 SP:Iteration 2F (6682.241186 sec): 3 clusters Score: Raw -934876.545770 + Penalty 2930.603306 = -931945.942464 nChanged 638 SP:Iteration 3F (6682.297165 sec): 3 clusters Score: Raw -935397.999755 + Penalty 2930.603306 = -932467.396449 nChanged 597 SP:Iteration 4F (6682.355294 sec): 3 clusters Score: Raw -935799.341778 + Penalty 2930.603306 = -932868.738472 nChanged 490 SP:Iteration 5F (6682.417279 sec): 3 clusters Score: Raw -936120.700950 + Penalty 2930.603306 = -933190.097644 nChanged 405 SP:Iteration 6Q (6682.472826 sec): 3 clusters Score: Raw -936386.250664 + Penalty 2930.603306 = -933455.647357 nChanged 366 SP:Iteration 7Q (6682.534547 sec): 3 clusters Score: Raw -936627.162264 + Penalty 2930.603306 = -933696.558958 nChanged 293 SP:Iteration 8Q (6682.598136 sec): 3 clusters Score: Raw -936783.144596 + Penalty 2930.603306 = -933852.541289 nChanged 252 SP:Iteration 9Q (6682.652895 sec): 3 clusters Score: Raw -936914.164131 + Penalty 2930.603306 = -933983.560825 nChanged 250 SP:Iteration 10Q (6682.714418 sec): 3 clusters Score: Raw -937047.570924 + Penalty 2930.603306 = -934116.967618 nChanged 231 SP:Iteration 11Q (6682.773536 sec): 3 clusters Score: Raw -937182.132818 + Penalty 2930.603306 = -934251.529512 nChanged 245 SP:Iteration 12Q (6682.846524 sec): 3 clusters Score: Raw -937333.106238 + Penalty 2930.603306 = -934402.502932 nChanged 224 SP:Iteration 13Q (6682.905130 sec): 3 clusters Score: Raw -937467.520531 + Penalty 2930.603306 = -934536.917225 nChanged 202 SP:Iteration 14Q (6682.971780 sec): 3 clusters Score: Raw -937596.820085 + Penalty 2930.603306 = -934666.216779 nChanged 190 SP:Iteration 15Q (6683.017349 sec): 3 clusters Score: Raw -937717.799930 + Penalty 2930.603306 = -934787.196623 nChanged 146 SP:Iteration 16Q (6683.091965 sec): 3 clusters Score: Raw -937809.166956 + Penalty 2930.603306 = -934878.563649 nChanged 101 SP:Iteration 17Q (6683.143613 sec): 3 clusters Score: Raw -937859.322913 + Penalty 2930.603306 = -934928.719607 nChanged 78 SP:Iteration 18Q (6683.217477 sec): 3 clusters Score: Raw -937897.080532 + Penalty 2930.603306 = -934966.477225 nChanged 63 SP:Iteration 19Q (6683.280065 sec): 3 clusters Score: Raw -937926.935226 + Penalty 2930.603306 = -934996.331920 nChanged 45 SP:Iteration 20F (6683.331955 sec): 3 clusters Score: Raw -937961.430650 + Penalty 2930.603306 = -935030.827344 nChanged 30 SP:Iteration 21Q (6683.392566 sec): 3 clusters Score: Raw -937985.813283 + Penalty 2930.603306 = -935055.209977 nChanged 27 SP:Iteration 22Q (6683.455217 sec): 3 clusters Score: Raw -938001.679713 + Penalty 2930.603306 = -935071.076407 nChanged 16 SP:Iteration 23Q (6683.517194 sec): 3 clusters Score: Raw -938009.145073 + Penalty 2930.603306 = -935078.541767 nChanged 12 SP:Iteration 24Q (6683.579894 sec): 3 clusters Score: Raw -938014.748291 + Penalty 2930.603306 = -935084.144985 nChanged 8 SP:Iteration 25Q (6683.642093 sec): 3 clusters Score: Raw -938017.764305 + Penalty 2930.603306 = -935087.160999 nChanged 11 SP:Iteration 26Q (6683.697005 sec): 3 clusters Score: Raw -938020.825732 + Penalty 2930.603306 = -935090.222425 nChanged 8 SP:Iteration 27Q (6683.765384 sec): 3 clusters Score: Raw -938024.177132 + Penalty 2930.603306 = -935093.573826 nChanged 8 SP:Iteration 28Q (6683.808646 sec): 3 clusters Score: Raw -938026.349834 + Penalty 2930.603306 = -935095.746528 nChanged 5 SP:Iteration 29Q (6683.870222 sec): 3 clusters Score: Raw -938028.002927 + Penalty 2930.603306 = -935097.399621 nChanged 3 SP:Iteration 30Q (6683.931705 sec): 3 clusters Score: Raw -938029.144627 + Penalty 2930.603306 = -935098.541321 nChanged 2 SP:Iteration 31Q (6683.993982 sec): 3 clusters Score: Raw -938029.724932 + Penalty 2930.603306 = -935099.121626 nChanged 1 SP:Iteration 32Q (6684.057935 sec): 3 clusters Score: Raw -938029.904458 + Penalty 2930.603306 = -935099.301152 nChanged 0 SP:Iteration 33F (6684.113759 sec): 3 clusters Score: Raw -938039.658153 + Penalty 2930.603306 = -935109.054847 nChanged 3 SP:Iteration 34Q (6684.165445 sec): 3 clusters Score: Raw -938070.075736 + Penalty 2930.603306 = -935139.472430 nChanged 15 SP:Iteration 35Q (6684.225416 sec): 3 clusters Score: Raw -938077.015337 + Penalty 2930.603306 = -935146.412031 nChanged 13 SP:Iteration 36Q (6684.289020 sec): 3 clusters Score: Raw -938081.507314 + Penalty 2930.603306 = -935150.904008 nChanged 5 SP:Iteration 37Q (6684.325182 sec): 3 clusters Score: Raw -938083.570816 + Penalty 2930.603306 = -935152.967510 nChanged 7 SP:Iteration 38Q (6684.366615 sec): 3 clusters Score: Raw -938086.230430 + Penalty 2930.603306 = -935155.627124 nChanged 3 SP:Iteration 39Q (6684.410534 sec): 3 clusters Score: Raw -938087.379454 + Penalty 2930.603306 = -935156.776148 nChanged 2 SP:Iteration 40F (6684.462779 sec): 3 clusters Score: Raw -938088.314779 + Penalty 2930.603306 = -935157.711473 nChanged 4 SP:Iteration 41Q (6684.510097 sec): 3 clusters Score: Raw -938089.730840 + Penalty 2930.603306 = -935159.127534 nChanged 3 SP:Iteration 42Q (6684.567979 sec): 3 clusters Score: Raw -938090.907233 + Penalty 2930.603306 = -935160.303927 nChanged 1 SP:Iteration 43Q (6684.617409 sec): 3 clusters Score: Raw -938091.139713 + Penalty 2930.603306 = -935160.536407 nChanged 0 SP:Iteration 44F (6684.669091 sec): 3 clusters Score: Raw -938091.139713 + Penalty 2930.603306 = -935160.536407 nChanged 0 Score: Raw -99927277.141891 + Penalty 61680.572218 = -99865596.569673 Splitting cluster 17 changes total score from -99865940.986507 to -99865596.569673 So it's not getting split. Trying to split cluster 18 (160716 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6697.953238 sec): 2 clusters Score: Raw -21479242.301318 + Penalty 1947.951543 = -21477294.349775 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6698.250740 sec): 3 clusters Score: Raw -21373085.962192 + Penalty 3895.903086 = -21369190.059106 nChanged 77833 SP:Iteration 1F (6698.542362 sec): 3 clusters Score: Raw -21419869.176693 + Penalty 3895.903086 = -21415973.273607 nChanged 6335 SP:Iteration 2Q (6698.846274 sec): 3 clusters Score: Raw -21422199.388649 + Penalty 3895.903086 = -21418303.485563 nChanged 7576 SP:Iteration 3Q (6699.136987 sec): 3 clusters Score: Raw -21425804.464388 + Penalty 3895.903086 = -21421908.561302 nChanged 9615 SP:Iteration 4F (6699.437471 sec): 3 clusters Score: Raw -21431654.602428 + Penalty 3895.903086 = -21427758.699342 nChanged 11819 SP:Iteration 5F (6699.706207 sec): 3 clusters Score: Raw -21440674.109502 + Penalty 3895.903086 = -21436778.206416 nChanged 13003 SP:Iteration 6F (6699.996756 sec): 3 clusters Score: Raw -21452193.643194 + Penalty 3895.903086 = -21448297.740108 nChanged 11526 SP:Iteration 7F (6700.291205 sec): 3 clusters Score: Raw -21462839.811566 + Penalty 3895.903086 = -21458943.908480 nChanged 8167 SP:Iteration 8F (6700.585186 sec): 3 clusters Score: Raw -21470035.727572 + Penalty 3895.903086 = -21466139.824486 nChanged 5103 SP:Iteration 9Q (6700.872956 sec): 3 clusters Score: Raw -21474092.077926 + Penalty 3895.903086 = -21470196.174840 nChanged 3094 SP:Iteration 10Q (6701.142967 sec): 3 clusters Score: Raw -21476250.489619 + Penalty 3895.903086 = -21472354.586532 nChanged 2078 SP:Iteration 11Q (6701.417889 sec): 3 clusters Score: Raw -21477538.294744 + Penalty 3895.903086 = -21473642.391658 nChanged 1506 SP:Iteration 12Q (6701.681973 sec): 3 clusters Score: Raw -21478341.989649 + Penalty 3895.903086 = -21474446.086562 nChanged 1114 SP:Iteration 13Q (6701.934314 sec): 3 clusters Score: Raw -21478881.020881 + Penalty 3895.903086 = -21474985.117795 nChanged 839 SP:Iteration 14Q (6702.201478 sec): 3 clusters Score: Raw -21479273.952343 + Penalty 3895.903086 = -21475378.049257 nChanged 655 SP:Iteration 15Q (6702.457143 sec): 3 clusters Score: Raw -21479569.990355 + Penalty 3895.903086 = -21475674.087269 nChanged 506 SP:Iteration 16Q (6702.704824 sec): 3 clusters Score: Raw -21479768.650715 + Penalty 3895.903086 = -21475872.747629 nChanged 408 SP:Iteration 17Q (6702.966585 sec): 3 clusters Score: Raw -21479923.296875 + Penalty 3895.903086 = -21476027.393789 nChanged 335 SP:Iteration 18Q (6703.220617 sec): 3 clusters Score: Raw -21480055.663264 + Penalty 3895.903086 = -21476159.760178 nChanged 297 SP:Iteration 19Q (6703.458656 sec): 3 clusters Score: Raw -21480181.675135 + Penalty 3895.903086 = -21476285.772049 nChanged 252 SP:Iteration 20F (6703.724426 sec): 3 clusters Score: Raw -21480286.947378 + Penalty 3895.903086 = -21476391.044292 nChanged 234 SP:Iteration 21Q (6703.952137 sec): 3 clusters Score: Raw -21480373.942443 + Penalty 3895.903086 = -21476478.039357 nChanged 196 SP:Iteration 22Q (6704.197692 sec): 3 clusters Score: Raw -21480450.964901 + Penalty 3895.903086 = -21476555.061815 nChanged 200 SP:Iteration 23Q (6704.442743 sec): 3 clusters Score: Raw -21480532.611460 + Penalty 3895.903086 = -21476636.708374 nChanged 181 SP:Iteration 24Q (6704.692373 sec): 3 clusters Score: Raw -21480594.167466 + Penalty 3895.903086 = -21476698.264380 nChanged 166 SP:Iteration 25Q (6704.954356 sec): 3 clusters Score: Raw -21480644.177314 + Penalty 3895.903086 = -21476748.274228 nChanged 136 SP:Iteration 26Q (6705.212703 sec): 3 clusters Score: Raw -21480683.658088 + Penalty 3895.903086 = -21476787.755002 nChanged 117 SP:Iteration 27Q (6705.466930 sec): 3 clusters Score: Raw -21480715.394206 + Penalty 3895.903086 = -21476819.491120 nChanged 99 SP:Iteration 28Q (6705.722165 sec): 3 clusters Score: Raw -21480743.996897 + Penalty 3895.903086 = -21476848.093811 nChanged 99 SP:Iteration 29Q (6705.976255 sec): 3 clusters Score: Raw -21480769.612038 + Penalty 3895.903086 = -21476873.708952 nChanged 85 SP:Iteration 30Q (6706.230692 sec): 3 clusters Score: Raw -21480786.270939 + Penalty 3895.903086 = -21476890.367853 nChanged 73 SP:Iteration 31Q (6706.484801 sec): 3 clusters Score: Raw -21480798.700418 + Penalty 3895.903086 = -21476902.797332 nChanged 59 SP:Iteration 32Q (6706.740939 sec): 3 clusters Score: Raw -21480809.324095 + Penalty 3895.903086 = -21476913.421009 nChanged 58 SP:Iteration 33Q (6706.991203 sec): 3 clusters Score: Raw -21480819.884771 + Penalty 3895.903086 = -21476923.981685 nChanged 51 SP:Iteration 34Q (6707.235364 sec): 3 clusters Score: Raw -21480827.858290 + Penalty 3895.903086 = -21476931.955204 nChanged 42 SP:Iteration 35Q (6707.467985 sec): 3 clusters Score: Raw -21480835.140981 + Penalty 3895.903086 = -21476939.237895 nChanged 50 SP:Iteration 36Q (6707.710562 sec): 3 clusters Score: Raw -21480844.263228 + Penalty 3895.903086 = -21476948.360141 nChanged 49 SP:Iteration 37Q (6707.961363 sec): 3 clusters Score: Raw -21480851.132121 + Penalty 3895.903086 = -21476955.229035 nChanged 32 SP:Iteration 38Q (6708.209941 sec): 3 clusters Score: Raw -21480857.525808 + Penalty 3895.903086 = -21476961.622721 nChanged 38 SP:Iteration 39Q (6708.442652 sec): 3 clusters Score: Raw -21480863.886697 + Penalty 3895.903086 = -21476967.983611 nChanged 42 SP:Iteration 40F (6708.732888 sec): 3 clusters Score: Raw -21480871.449830 + Penalty 3895.903086 = -21476975.546744 nChanged 41 SP:Iteration 41Q (6708.964747 sec): 3 clusters Score: Raw -21480877.717455 + Penalty 3895.903086 = -21476981.814369 nChanged 39 SP:Iteration 42Q (6709.215079 sec): 3 clusters Score: Raw -21480886.285162 + Penalty 3895.903086 = -21476990.382076 nChanged 44 SP:Iteration 43Q (6709.464789 sec): 3 clusters Score: Raw -21480894.464821 + Penalty 3895.903086 = -21476998.561735 nChanged 47 SP:Iteration 44Q (6709.701537 sec): 3 clusters Score: Raw -21480904.099762 + Penalty 3895.903086 = -21477008.196675 nChanged 47 SP:Iteration 45Q (6709.940547 sec): 3 clusters Score: Raw -21480912.325978 + Penalty 3895.903086 = -21477016.422891 nChanged 42 SP:Iteration 46Q (6710.187144 sec): 3 clusters Score: Raw -21480918.314389 + Penalty 3895.903086 = -21477022.411303 nChanged 41 SP:Iteration 47Q (6710.429951 sec): 3 clusters Score: Raw -21480925.744777 + Penalty 3895.903086 = -21477029.841691 nChanged 50 SP:Iteration 48Q (6710.668525 sec): 3 clusters Score: Raw -21480935.910172 + Penalty 3895.903086 = -21477040.007086 nChanged 55 SP:Iteration 49Q (6710.919415 sec): 3 clusters Score: Raw -21480948.983682 + Penalty 3895.903086 = -21477053.080596 nChanged 52 SP:Iteration 50Q (6711.160461 sec): 3 clusters Score: Raw -21480958.490263 + Penalty 3895.903086 = -21477062.587177 nChanged 46 SP:Iteration 51Q (6711.406049 sec): 3 clusters Score: Raw -21480966.643219 + Penalty 3895.903086 = -21477070.740133 nChanged 42 SP:Iteration 52Q (6711.654433 sec): 3 clusters Score: Raw -21480975.614616 + Penalty 3895.903086 = -21477079.711529 nChanged 52 SP:Iteration 53Q (6711.904591 sec): 3 clusters Score: Raw -21480987.095004 + Penalty 3895.903086 = -21477091.191918 nChanged 55 SP:Iteration 54Q (6712.125202 sec): 3 clusters Score: Raw -21480999.748489 + Penalty 3895.903086 = -21477103.845403 nChanged 76 SP:Iteration 55Q (6712.375184 sec): 3 clusters Score: Raw -21481018.864767 + Penalty 3895.903086 = -21477122.961680 nChanged 85 SP:Iteration 56Q (6712.644783 sec): 3 clusters Score: Raw -21481043.682566 + Penalty 3895.903086 = -21477147.779479 nChanged 92 SP:Iteration 57Q (6712.891563 sec): 3 clusters Score: Raw -21481067.057052 + Penalty 3895.903086 = -21477171.153966 nChanged 85 SP:Iteration 58Q (6713.123039 sec): 3 clusters Score: Raw -21481091.243721 + Penalty 3895.903086 = -21477195.340635 nChanged 84 SP:Iteration 59Q (6713.381780 sec): 3 clusters Score: Raw -21481115.425163 + Penalty 3895.903086 = -21477219.522077 nChanged 93 SP:Iteration 60F (6713.638205 sec): 3 clusters Score: Raw -21481140.010668 + Penalty 3895.903086 = -21477244.107581 nChanged 84 SP:Iteration 61Q (6713.855974 sec): 3 clusters Score: Raw -21481161.395974 + Penalty 3895.903086 = -21477265.492888 nChanged 88 SP:Iteration 62Q (6714.104310 sec): 3 clusters Score: Raw -21481177.828940 + Penalty 3895.903086 = -21477281.925854 nChanged 76 SP:Iteration 63Q (6714.352910 sec): 3 clusters Score: Raw -21481191.593232 + Penalty 3895.903086 = -21477295.690146 nChanged 68 SP:Iteration 64Q (6714.615196 sec): 3 clusters Score: Raw -21481207.143921 + Penalty 3895.903086 = -21477311.240834 nChanged 80 SP:Iteration 65Q (6714.864840 sec): 3 clusters Score: Raw -21481221.801914 + Penalty 3895.903086 = -21477325.898828 nChanged 67 SP:Iteration 66Q (6715.082028 sec): 3 clusters Score: Raw -21481232.432958 + Penalty 3895.903086 = -21477336.529872 nChanged 58 SP:Iteration 67Q (6715.297733 sec): 3 clusters Score: Raw -21481242.725449 + Penalty 3895.903086 = -21477346.822363 nChanged 44 SP:Iteration 68Q (6715.550251 sec): 3 clusters Score: Raw -21481249.069319 + Penalty 3895.903086 = -21477353.166233 nChanged 43 SP:Iteration 69Q (6715.793572 sec): 3 clusters Score: Raw -21481255.706653 + Penalty 3895.903086 = -21477359.803567 nChanged 50 SP:Iteration 70Q (6716.042576 sec): 3 clusters Score: Raw -21481263.314919 + Penalty 3895.903086 = -21477367.411833 nChanged 45 SP:Iteration 71Q (6716.285556 sec): 3 clusters Score: Raw -21481270.196132 + Penalty 3895.903086 = -21477374.293046 nChanged 46 SP:Iteration 72Q (6716.526865 sec): 3 clusters Score: Raw -21481276.594798 + Penalty 3895.903086 = -21477380.691711 nChanged 39 SP:Iteration 73Q (6716.780377 sec): 3 clusters Score: Raw -21481283.576282 + Penalty 3895.903086 = -21477387.673196 nChanged 50 SP:Iteration 74Q (6717.014316 sec): 3 clusters Score: Raw -21481292.955643 + Penalty 3895.903086 = -21477397.052557 nChanged 50 SP:Iteration 75Q (6717.265845 sec): 3 clusters Score: Raw -21481301.088499 + Penalty 3895.903086 = -21477405.185413 nChanged 45 SP:Iteration 76Q (6717.481387 sec): 3 clusters Score: Raw -21481306.895161 + Penalty 3895.903086 = -21477410.992075 nChanged 47 SP:Iteration 77Q (6717.732368 sec): 3 clusters Score: Raw -21481312.863741 + Penalty 3895.903086 = -21477416.960655 nChanged 40 SP:Iteration 78Q (6717.977252 sec): 3 clusters Score: Raw -21481318.488166 + Penalty 3895.903086 = -21477422.585079 nChanged 42 SP:Iteration 79Q (6718.222606 sec): 3 clusters Score: Raw -21481325.172577 + Penalty 3895.903086 = -21477429.269490 nChanged 41 SP:Iteration 80F (6718.510186 sec): 3 clusters Score: Raw -21481331.463230 + Penalty 3895.903086 = -21477435.560144 nChanged 46 SP:Iteration 81Q (6718.750814 sec): 3 clusters Score: Raw -21481339.018047 + Penalty 3895.903086 = -21477443.114960 nChanged 47 SP:Iteration 82Q (6719.006645 sec): 3 clusters Score: Raw -21481345.826565 + Penalty 3895.903086 = -21477449.923478 nChanged 40 SP:Iteration 83Q (6719.265245 sec): 3 clusters Score: Raw -21481351.656316 + Penalty 3895.903086 = -21477455.753230 nChanged 37 SP:Iteration 84Q (6719.491762 sec): 3 clusters Score: Raw -21481357.453953 + Penalty 3895.903086 = -21477461.550867 nChanged 39 SP:Iteration 85Q (6719.731336 sec): 3 clusters Score: Raw -21481362.731589 + Penalty 3895.903086 = -21477466.828503 nChanged 50 SP:Iteration 86Q (6719.999290 sec): 3 clusters Score: Raw -21481370.689962 + Penalty 3895.903086 = -21477474.786876 nChanged 54 SP:Iteration 87Q (6720.249732 sec): 3 clusters Score: Raw -21481379.004795 + Penalty 3895.903086 = -21477483.101708 nChanged 61 SP:Iteration 88Q (6720.497911 sec): 3 clusters Score: Raw -21481389.682106 + Penalty 3895.903086 = -21477493.779020 nChanged 63 SP:Iteration 89Q (6720.751914 sec): 3 clusters Score: Raw -21481399.880564 + Penalty 3895.903086 = -21477503.977478 nChanged 67 SP:Iteration 90Q (6720.985262 sec): 3 clusters Score: Raw -21481411.143232 + Penalty 3895.903086 = -21477515.240145 nChanged 79 SP:Iteration 91Q (6721.229534 sec): 3 clusters Score: Raw -21481424.398949 + Penalty 3895.903086 = -21477528.495863 nChanged 75 SP:Iteration 92Q (6721.464296 sec): 3 clusters Score: Raw -21481436.561556 + Penalty 3895.903086 = -21477540.658470 nChanged 77 SP:Iteration 93Q (6721.731149 sec): 3 clusters Score: Raw -21481449.513935 + Penalty 3895.903086 = -21477553.610849 nChanged 69 SP:Iteration 94Q (6721.964184 sec): 3 clusters Score: Raw -21481460.374159 + Penalty 3895.903086 = -21477564.471073 nChanged 80 SP:Iteration 95Q (6722.199729 sec): 3 clusters Score: Raw -21481477.221617 + Penalty 3895.903086 = -21477581.318531 nChanged 91 SP:Iteration 96Q (6722.446559 sec): 3 clusters Score: Raw -21481491.998687 + Penalty 3895.903086 = -21477596.095600 nChanged 72 SP:Iteration 97Q (6722.699000 sec): 3 clusters Score: Raw -21481503.498297 + Penalty 3895.903086 = -21477607.595211 nChanged 61 SP:Iteration 98Q (6722.955095 sec): 3 clusters Score: Raw -21481512.885993 + Penalty 3895.903086 = -21477616.982907 nChanged 53 SP:Iteration 99Q (6723.220995 sec): 3 clusters Score: Raw -21481519.691184 + Penalty 3895.903086 = -21477623.788098 nChanged 47 SP:Iteration 100F (6723.524246 sec): 3 clusters Score: Raw -21481526.357244 + Penalty 3895.903086 = -21477630.454158 nChanged 51 SP:Iteration 101Q (6723.768276 sec): 3 clusters Score: Raw -21481534.055152 + Penalty 3895.903086 = -21477638.152066 nChanged 53 SP:Iteration 102Q (6724.011706 sec): 3 clusters Score: Raw -21481541.784067 + Penalty 3895.903086 = -21477645.880980 nChanged 48 SP:Iteration 103Q (6724.276863 sec): 3 clusters Score: Raw -21481547.071989 + Penalty 3895.903086 = -21477651.168903 nChanged 43 SP:Iteration 104Q (6724.544447 sec): 3 clusters Score: Raw -21481552.273806 + Penalty 3895.903086 = -21477656.370720 nChanged 35 SP:Iteration 105Q (6724.808763 sec): 3 clusters Score: Raw -21481556.651670 + Penalty 3895.903086 = -21477660.748584 nChanged 36 SP:Iteration 106Q (6725.021707 sec): 3 clusters Score: Raw -21481560.536773 + Penalty 3895.903086 = -21477664.633687 nChanged 40 SP:Iteration 107Q (6725.259503 sec): 3 clusters Score: Raw -21481565.903513 + Penalty 3895.903086 = -21477670.000427 nChanged 44 SP:Iteration 108Q (6725.520963 sec): 3 clusters Score: Raw -21481573.796286 + Penalty 3895.903086 = -21477677.893200 nChanged 54 SP:Iteration 109Q (6725.764799 sec): 3 clusters Score: Raw -21481581.375297 + Penalty 3895.903086 = -21477685.472210 nChanged 54 SP:Iteration 110Q (6726.017949 sec): 3 clusters Score: Raw -21481589.032768 + Penalty 3895.903086 = -21477693.129682 nChanged 49 SP:Iteration 111Q (6726.261620 sec): 3 clusters Score: Raw -21481595.379023 + Penalty 3895.903086 = -21477699.475937 nChanged 41 SP:Iteration 112Q (6726.503867 sec): 3 clusters Score: Raw -21481600.385697 + Penalty 3895.903086 = -21477704.482611 nChanged 47 SP:Iteration 113Q (6726.753595 sec): 3 clusters Score: Raw -21481607.841080 + Penalty 3895.903086 = -21477711.937994 nChanged 50 SP:Iteration 114Q (6727.006049 sec): 3 clusters Score: Raw -21481614.655985 + Penalty 3895.903086 = -21477718.752899 nChanged 44 SP:Iteration 115Q (6727.224536 sec): 3 clusters Score: Raw -21481621.459694 + Penalty 3895.903086 = -21477725.556608 nChanged 65 SP:Iteration 116Q (6727.442965 sec): 3 clusters Score: Raw -21481631.852573 + Penalty 3895.903086 = -21477735.949487 nChanged 72 SP:Iteration 117Q (6727.689417 sec): 3 clusters Score: Raw -21481646.636059 + Penalty 3895.903086 = -21477750.732973 nChanged 90 SP:Iteration 118Q (6727.920170 sec): 3 clusters Score: Raw -21481670.191408 + Penalty 3895.903086 = -21477774.288322 nChanged 96 SP:Iteration 119Q (6728.136079 sec): 3 clusters Score: Raw -21481697.079822 + Penalty 3895.903086 = -21477801.176736 nChanged 104 SP:Iteration 120F (6728.396842 sec): 3 clusters Score: Raw -21481738.083935 + Penalty 3895.903086 = -21477842.180849 nChanged 135 SP:Iteration 121Q (6728.643787 sec): 3 clusters Score: Raw -21481788.725269 + Penalty 3895.903086 = -21477892.822183 nChanged 144 SP:Iteration 122Q (6728.895496 sec): 3 clusters Score: Raw -21481844.504452 + Penalty 3895.903086 = -21477948.601366 nChanged 156 SP:Iteration 123Q (6729.144859 sec): 3 clusters Score: Raw -21481912.537813 + Penalty 3895.903086 = -21478016.634726 nChanged 155 SP:Iteration 124Q (6729.394718 sec): 3 clusters Score: Raw -21481979.934239 + Penalty 3895.903086 = -21478084.031153 nChanged 177 SP:Iteration 125Q (6729.647089 sec): 3 clusters Score: Raw -21482062.599902 + Penalty 3895.903086 = -21478166.696816 nChanged 173 SP:Iteration 126Q (6729.891801 sec): 3 clusters Score: Raw -21482118.992205 + Penalty 3895.903086 = -21478223.089119 nChanged 127 SP:Iteration 127Q (6730.138029 sec): 3 clusters Score: Raw -21482145.971002 + Penalty 3895.903086 = -21478250.067916 nChanged 101 SP:Iteration 128Q (6730.383652 sec): 3 clusters Score: Raw -21482166.063930 + Penalty 3895.903086 = -21478270.160844 nChanged 84 SP:Iteration 129Q (6730.630732 sec): 3 clusters Score: Raw -21482178.958188 + Penalty 3895.903086 = -21478283.055102 nChanged 85 SP:Iteration 130Q (6730.876969 sec): 3 clusters Score: Raw -21482190.943324 + Penalty 3895.903086 = -21478295.040238 nChanged 76 SP:Iteration 131Q (6731.127701 sec): 3 clusters Score: Raw -21482202.321017 + Penalty 3895.903086 = -21478306.417931 nChanged 63 SP:Iteration 132Q (6731.370809 sec): 3 clusters Score: Raw -21482208.850844 + Penalty 3895.903086 = -21478312.947758 nChanged 40 SP:Iteration 133Q (6731.618643 sec): 3 clusters Score: Raw -21482214.127264 + Penalty 3895.903086 = -21478318.224178 nChanged 44 SP:Iteration 134Q (6731.859205 sec): 3 clusters Score: Raw -21482218.863139 + Penalty 3895.903086 = -21478322.960053 nChanged 34 SP:Iteration 135Q (6732.096097 sec): 3 clusters Score: Raw -21482222.049412 + Penalty 3895.903086 = -21478326.146326 nChanged 22 SP:Iteration 136Q (6732.323244 sec): 3 clusters Score: Raw -21482223.623139 + Penalty 3895.903086 = -21478327.720053 nChanged 21 SP:Iteration 137Q (6732.558084 sec): 3 clusters Score: Raw -21482225.027109 + Penalty 3895.903086 = -21478329.124023 nChanged 17 SP:Iteration 138Q (6732.820257 sec): 3 clusters Score: Raw -21482226.639503 + Penalty 3895.903086 = -21478330.736417 nChanged 18 SP:Iteration 139Q (6733.072813 sec): 3 clusters Score: Raw -21482227.840066 + Penalty 3895.903086 = -21478331.936980 nChanged 21 SP:Iteration 140F (6733.371059 sec): 3 clusters Score: Raw -21482229.392978 + Penalty 3895.903086 = -21478333.489892 nChanged 10 SP:Iteration 141Q (6733.642756 sec): 3 clusters Score: Raw -21482229.986054 + Penalty 3895.903086 = -21478334.082968 nChanged 8 SP:Iteration 142Q (6733.911566 sec): 3 clusters Score: Raw -21482230.479676 + Penalty 3895.903086 = -21478334.576590 nChanged 3 SP:Iteration 143Q (6734.141616 sec): 3 clusters Score: Raw -21482230.760300 + Penalty 3895.903086 = -21478334.857214 nChanged 1 SP:Iteration 144Q (6734.378635 sec): 3 clusters Score: Raw -21482230.859920 + Penalty 3895.903086 = -21478334.956834 nChanged 3 SP:Iteration 145Q (6734.631348 sec): 3 clusters Score: Raw -21482230.964156 + Penalty 3895.903086 = -21478335.061070 nChanged 4 SP:Iteration 146Q (6734.876328 sec): 3 clusters Score: Raw -21482231.083515 + Penalty 3895.903086 = -21478335.180429 nChanged 2 SP:Iteration 147Q (6735.121825 sec): 3 clusters Score: Raw -21482231.126032 + Penalty 3895.903086 = -21478335.222946 nChanged 1 SP:Iteration 148Q (6735.376499 sec): 3 clusters Score: Raw -21482231.188615 + Penalty 3895.903086 = -21478335.285529 nChanged 1 SP:Iteration 149Q (6735.619374 sec): 3 clusters Score: Raw -21482231.229013 + Penalty 3895.903086 = -21478335.325927 nChanged 0 SP:Iteration 150F (6735.897452 sec): 3 clusters Score: Raw -21482231.229013 + Penalty 3895.903086 = -21478335.325927 nChanged 0 Score: Raw -99928629.096034 + Penalty 61680.572218 = -99866948.523815 Splitting cluster 18 changes total score from -99865940.986507 to -99866948.523815 So it's getting split into cluster 28. Trying to split cluster 19 (106915 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6749.253688 sec): 2 clusters Score: Raw -13782839.776746 + Penalty 1881.715778 = -13780958.060968 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6749.480518 sec): 3 clusters Score: Raw -13712917.009740 + Penalty 3763.431557 = -13709153.578183 nChanged 51263 SP:Iteration 1F (6749.687441 sec): 3 clusters Score: Raw -13743386.472134 + Penalty 3763.431557 = -13739623.040577 nChanged 4015 SP:Iteration 2Q (6749.927183 sec): 3 clusters Score: Raw -13744545.690843 + Penalty 3763.431557 = -13740782.259286 nChanged 4252 SP:Iteration 3Q (6750.162915 sec): 3 clusters Score: Raw -13746011.876208 + Penalty 3763.431557 = -13742248.444652 nChanged 4705 SP:Iteration 4Q (6750.399802 sec): 3 clusters Score: Raw -13747916.728651 + Penalty 3763.431557 = -13744153.297094 nChanged 5225 SP:Iteration 5Q (6750.607841 sec): 3 clusters Score: Raw -13750641.065753 + Penalty 3763.431557 = -13746877.634196 nChanged 6067 SP:Iteration 6F (6750.813828 sec): 3 clusters Score: Raw -13754714.842576 + Penalty 3763.431557 = -13750951.411020 nChanged 6826 SP:Iteration 7F (6751.020953 sec): 3 clusters Score: Raw -13759896.474477 + Penalty 3763.431557 = -13756133.042921 nChanged 6880 SP:Iteration 8F (6751.217286 sec): 3 clusters Score: Raw -13764655.852761 + Penalty 3763.431557 = -13760892.421205 nChanged 5544 SP:Iteration 9F (6751.448030 sec): 3 clusters Score: Raw -13767269.824813 + Penalty 3763.431557 = -13763506.393257 nChanged 3574 SP:Iteration 10Q (6751.661811 sec): 3 clusters Score: Raw -13768285.474239 + Penalty 3763.431557 = -13764522.042682 nChanged 2170 SP:Iteration 11Q (6751.873507 sec): 3 clusters Score: Raw -13768725.475228 + Penalty 3763.431557 = -13764962.043671 nChanged 1466 SP:Iteration 12Q (6752.081915 sec): 3 clusters Score: Raw -13768989.180041 + Penalty 3763.431557 = -13765225.748484 nChanged 1253 SP:Iteration 13Q (6752.303081 sec): 3 clusters Score: Raw -13769215.514137 + Penalty 3763.431557 = -13765452.082580 nChanged 1128 SP:Iteration 14Q (6752.526362 sec): 3 clusters Score: Raw -13769425.492327 + Penalty 3763.431557 = -13765662.060770 nChanged 1129 SP:Iteration 15Q (6752.733563 sec): 3 clusters Score: Raw -13769644.387362 + Penalty 3763.431557 = -13765880.955806 nChanged 1163 SP:Iteration 16Q (6752.945409 sec): 3 clusters Score: Raw -13769862.004924 + Penalty 3763.431557 = -13766098.573367 nChanged 1150 SP:Iteration 17Q (6753.153743 sec): 3 clusters Score: Raw -13770074.903605 + Penalty 3763.431557 = -13766311.472048 nChanged 1144 SP:Iteration 18Q (6753.383401 sec): 3 clusters Score: Raw -13770293.270374 + Penalty 3763.431557 = -13766529.838817 nChanged 1182 SP:Iteration 19Q (6753.612377 sec): 3 clusters Score: Raw -13770521.988346 + Penalty 3763.431557 = -13766758.556789 nChanged 1209 SP:Iteration 20F (6753.839159 sec): 3 clusters Score: Raw -13770762.625311 + Penalty 3763.431557 = -13766999.193755 nChanged 1220 SP:Iteration 21Q (6754.059147 sec): 3 clusters Score: Raw -13771018.361148 + Penalty 3763.431557 = -13767254.929591 nChanged 1313 SP:Iteration 22Q (6754.292487 sec): 3 clusters Score: Raw -13771321.284809 + Penalty 3763.431557 = -13767557.853252 nChanged 1410 SP:Iteration 23Q (6754.505247 sec): 3 clusters Score: Raw -13771684.698002 + Penalty 3763.431557 = -13767921.266445 nChanged 1511 SP:Iteration 24Q (6754.716626 sec): 3 clusters Score: Raw -13772094.351984 + Penalty 3763.431557 = -13768330.920427 nChanged 1627 SP:Iteration 25Q (6754.937939 sec): 3 clusters Score: Raw -13772573.683890 + Penalty 3763.431557 = -13768810.252333 nChanged 1698 SP:Iteration 26Q (6755.153612 sec): 3 clusters Score: Raw -13773111.425480 + Penalty 3763.431557 = -13769347.993923 nChanged 1785 SP:Iteration 27Q (6755.375076 sec): 3 clusters Score: Raw -13773725.743756 + Penalty 3763.431557 = -13769962.312199 nChanged 1871 SP:Iteration 28Q (6755.588126 sec): 3 clusters Score: Raw -13774438.387584 + Penalty 3763.431557 = -13770674.956028 nChanged 1909 SP:Iteration 29Q (6755.798873 sec): 3 clusters Score: Raw -13775193.897549 + Penalty 3763.431557 = -13771430.465992 nChanged 1940 SP:Iteration 30Q (6756.021824 sec): 3 clusters Score: Raw -13775999.968812 + Penalty 3763.431557 = -13772236.537256 nChanged 1898 SP:Iteration 31Q (6756.229027 sec): 3 clusters Score: Raw -13776840.238391 + Penalty 3763.431557 = -13773076.806835 nChanged 1832 SP:Iteration 32Q (6756.431792 sec): 3 clusters Score: Raw -13777715.277741 + Penalty 3763.431557 = -13773951.846184 nChanged 1781 SP:Iteration 33Q (6756.637179 sec): 3 clusters Score: Raw -13778578.580019 + Penalty 3763.431557 = -13774815.148463 nChanged 1641 SP:Iteration 34Q (6756.826271 sec): 3 clusters Score: Raw -13779364.060804 + Penalty 3763.431557 = -13775600.629247 nChanged 1435 SP:Iteration 35Q (6757.031227 sec): 3 clusters Score: Raw -13780011.697451 + Penalty 3763.431557 = -13776248.265894 nChanged 1312 SP:Iteration 36Q (6757.242880 sec): 3 clusters Score: Raw -13780537.094637 + Penalty 3763.431557 = -13776773.663081 nChanged 1160 SP:Iteration 37Q (6757.441046 sec): 3 clusters Score: Raw -13780961.455906 + Penalty 3763.431557 = -13777198.024349 nChanged 1024 SP:Iteration 38Q (6757.646344 sec): 3 clusters Score: Raw -13781291.052800 + Penalty 3763.431557 = -13777527.621243 nChanged 853 SP:Iteration 39Q (6757.835984 sec): 3 clusters Score: Raw -13781524.564589 + Penalty 3763.431557 = -13777761.133032 nChanged 730 SP:Iteration 40F (6758.043378 sec): 3 clusters Score: Raw -13781809.646337 + Penalty 3763.431557 = -13778046.214780 nChanged 728 SP:Iteration 41Q (6758.250144 sec): 3 clusters Score: Raw -13782029.253493 + Penalty 3763.431557 = -13778265.821936 nChanged 687 SP:Iteration 42Q (6758.445583 sec): 3 clusters Score: Raw -13782196.185099 + Penalty 3763.431557 = -13778432.753542 nChanged 615 SP:Iteration 43Q (6758.624886 sec): 3 clusters Score: Raw -13782327.804880 + Penalty 3763.431557 = -13778564.373323 nChanged 584 SP:Iteration 44Q (6758.813543 sec): 3 clusters Score: Raw -13782451.464807 + Penalty 3763.431557 = -13778688.033251 nChanged 546 SP:Iteration 45Q (6759.008409 sec): 3 clusters Score: Raw -13782560.632518 + Penalty 3763.431557 = -13778797.200961 nChanged 485 SP:Iteration 46Q (6759.213041 sec): 3 clusters Score: Raw -13782650.116671 + Penalty 3763.431557 = -13778886.685114 nChanged 451 SP:Iteration 47Q (6759.415599 sec): 3 clusters Score: Raw -13782730.663595 + Penalty 3763.431557 = -13778967.232038 nChanged 431 SP:Iteration 48Q (6759.619287 sec): 3 clusters Score: Raw -13782808.093926 + Penalty 3763.431557 = -13779044.662369 nChanged 418 SP:Iteration 49Q (6759.822970 sec): 3 clusters Score: Raw -13782882.844514 + Penalty 3763.431557 = -13779119.412957 nChanged 386 SP:Iteration 50Q (6760.032087 sec): 3 clusters Score: Raw -13782948.339630 + Penalty 3763.431557 = -13779184.908073 nChanged 339 SP:Iteration 51Q (6760.237417 sec): 3 clusters Score: Raw -13783001.849869 + Penalty 3763.431557 = -13779238.418312 nChanged 316 SP:Iteration 52Q (6760.434353 sec): 3 clusters Score: Raw -13783052.539707 + Penalty 3763.431557 = -13779289.108151 nChanged 321 SP:Iteration 53Q (6760.620296 sec): 3 clusters Score: Raw -13783102.417044 + Penalty 3763.431557 = -13779338.985487 nChanged 287 SP:Iteration 54Q (6760.820024 sec): 3 clusters Score: Raw -13783140.570334 + Penalty 3763.431557 = -13779377.138777 nChanged 226 SP:Iteration 55Q (6761.011066 sec): 3 clusters Score: Raw -13783166.817969 + Penalty 3763.431557 = -13779403.386412 nChanged 219 SP:Iteration 56Q (6761.200599 sec): 3 clusters Score: Raw -13783191.478841 + Penalty 3763.431557 = -13779428.047284 nChanged 188 SP:Iteration 57Q (6761.401178 sec): 3 clusters Score: Raw -13783211.596156 + Penalty 3763.431557 = -13779448.164600 nChanged 189 SP:Iteration 58Q (6761.590518 sec): 3 clusters Score: Raw -13783233.649418 + Penalty 3763.431557 = -13779470.217862 nChanged 196 SP:Iteration 59Q (6761.766481 sec): 3 clusters Score: Raw -13783256.302971 + Penalty 3763.431557 = -13779492.871414 nChanged 186 SP:Iteration 60F (6761.964000 sec): 3 clusters Score: Raw -13783277.924472 + Penalty 3763.431557 = -13779514.492915 nChanged 175 SP:Iteration 61Q (6762.164053 sec): 3 clusters Score: Raw -13783297.471400 + Penalty 3763.431557 = -13779534.039843 nChanged 187 SP:Iteration 62Q (6762.357423 sec): 3 clusters Score: Raw -13783318.103180 + Penalty 3763.431557 = -13779554.671624 nChanged 170 SP:Iteration 63Q (6762.561778 sec): 3 clusters Score: Raw -13783334.714290 + Penalty 3763.431557 = -13779571.282733 nChanged 141 SP:Iteration 64Q (6762.748202 sec): 3 clusters Score: Raw -13783348.218121 + Penalty 3763.431557 = -13779584.786565 nChanged 135 SP:Iteration 65Q (6762.931890 sec): 3 clusters Score: Raw -13783361.103551 + Penalty 3763.431557 = -13779597.671994 nChanged 118 SP:Iteration 66Q (6763.121588 sec): 3 clusters Score: Raw -13783371.215633 + Penalty 3763.431557 = -13779607.784076 nChanged 115 SP:Iteration 67Q (6763.315376 sec): 3 clusters Score: Raw -13783381.547361 + Penalty 3763.431557 = -13779618.115804 nChanged 122 SP:Iteration 68Q (6763.513056 sec): 3 clusters Score: Raw -13783394.170638 + Penalty 3763.431557 = -13779630.739082 nChanged 131 SP:Iteration 69Q (6763.701291 sec): 3 clusters Score: Raw -13783407.067101 + Penalty 3763.431557 = -13779643.635545 nChanged 112 SP:Iteration 70Q (6763.885813 sec): 3 clusters Score: Raw -13783416.144117 + Penalty 3763.431557 = -13779652.712560 nChanged 89 SP:Iteration 71Q (6764.070033 sec): 3 clusters Score: Raw -13783422.703816 + Penalty 3763.431557 = -13779659.272259 nChanged 81 SP:Iteration 72Q (6764.259257 sec): 3 clusters Score: Raw -13783428.324167 + Penalty 3763.431557 = -13779664.892611 nChanged 72 SP:Iteration 73Q (6764.426414 sec): 3 clusters Score: Raw -13783433.418017 + Penalty 3763.431557 = -13779669.986460 nChanged 72 SP:Iteration 74Q (6764.606659 sec): 3 clusters Score: Raw -13783438.441803 + Penalty 3763.431557 = -13779675.010246 nChanged 64 SP:Iteration 75Q (6764.801489 sec): 3 clusters Score: Raw -13783442.976249 + Penalty 3763.431557 = -13779679.544693 nChanged 75 SP:Iteration 76Q (6765.014071 sec): 3 clusters Score: Raw -13783448.799808 + Penalty 3763.431557 = -13779685.368252 nChanged 90 SP:Iteration 77Q (6765.194721 sec): 3 clusters Score: Raw -13783456.661821 + Penalty 3763.431557 = -13779693.230264 nChanged 79 SP:Iteration 78Q (6765.369871 sec): 3 clusters Score: Raw -13783463.342839 + Penalty 3763.431557 = -13779699.911282 nChanged 83 SP:Iteration 79Q (6765.567458 sec): 3 clusters Score: Raw -13783470.262029 + Penalty 3763.431557 = -13779706.830472 nChanged 79 SP:Iteration 80F (6765.777693 sec): 3 clusters Score: Raw -13783476.241844 + Penalty 3763.431557 = -13779712.810288 nChanged 67 SP:Iteration 81Q (6765.967038 sec): 3 clusters Score: Raw -13783481.345286 + Penalty 3763.431557 = -13779717.913730 nChanged 58 SP:Iteration 82Q (6766.156432 sec): 3 clusters Score: Raw -13783485.519805 + Penalty 3763.431557 = -13779722.088249 nChanged 52 SP:Iteration 83Q (6766.336872 sec): 3 clusters Score: Raw -13783488.753316 + Penalty 3763.431557 = -13779725.321759 nChanged 62 SP:Iteration 84Q (6766.515531 sec): 3 clusters Score: Raw -13783493.202867 + Penalty 3763.431557 = -13779729.771310 nChanged 47 SP:Iteration 85Q (6766.709425 sec): 3 clusters Score: Raw -13783496.711568 + Penalty 3763.431557 = -13779733.280012 nChanged 49 SP:Iteration 86Q (6766.903820 sec): 3 clusters Score: Raw -13783500.049449 + Penalty 3763.431557 = -13779736.617892 nChanged 51 SP:Iteration 87Q (6767.101739 sec): 3 clusters Score: Raw -13783503.147488 + Penalty 3763.431557 = -13779739.715931 nChanged 41 SP:Iteration 88Q (6767.286598 sec): 3 clusters Score: Raw -13783505.428657 + Penalty 3763.431557 = -13779741.997100 nChanged 33 SP:Iteration 89Q (6767.468363 sec): 3 clusters Score: Raw -13783507.899264 + Penalty 3763.431557 = -13779744.467707 nChanged 43 SP:Iteration 90Q (6767.659179 sec): 3 clusters Score: Raw -13783510.857435 + Penalty 3763.431557 = -13779747.425879 nChanged 48 SP:Iteration 91Q (6767.836961 sec): 3 clusters Score: Raw -13783514.134710 + Penalty 3763.431557 = -13779750.703154 nChanged 35 SP:Iteration 92Q (6768.026394 sec): 3 clusters Score: Raw -13783516.209581 + Penalty 3763.431557 = -13779752.778024 nChanged 33 SP:Iteration 93Q (6768.220652 sec): 3 clusters Score: Raw -13783518.119605 + Penalty 3763.431557 = -13779754.688048 nChanged 30 SP:Iteration 94Q (6768.409230 sec): 3 clusters Score: Raw -13783519.533307 + Penalty 3763.431557 = -13779756.101750 nChanged 26 SP:Iteration 95Q (6768.591285 sec): 3 clusters Score: Raw -13783521.190346 + Penalty 3763.431557 = -13779757.758789 nChanged 30 SP:Iteration 96Q (6768.762473 sec): 3 clusters Score: Raw -13783523.117724 + Penalty 3763.431557 = -13779759.686167 nChanged 30 SP:Iteration 97Q (6768.953272 sec): 3 clusters Score: Raw -13783525.064378 + Penalty 3763.431557 = -13779761.632822 nChanged 29 SP:Iteration 98Q (6769.140550 sec): 3 clusters Score: Raw -13783527.197343 + Penalty 3763.431557 = -13779763.765787 nChanged 35 SP:Iteration 99Q (6769.330576 sec): 3 clusters Score: Raw -13783528.996467 + Penalty 3763.431557 = -13779765.564911 nChanged 30 SP:Iteration 100F (6769.548753 sec): 3 clusters Score: Raw -13783530.561394 + Penalty 3763.431557 = -13779767.129837 nChanged 29 SP:Iteration 101Q (6769.731695 sec): 3 clusters Score: Raw -13783532.485306 + Penalty 3763.431557 = -13779769.053749 nChanged 33 SP:Iteration 102Q (6769.913274 sec): 3 clusters Score: Raw -13783534.792783 + Penalty 3763.431557 = -13779771.361227 nChanged 34 SP:Iteration 103Q (6770.087559 sec): 3 clusters Score: Raw -13783537.071256 + Penalty 3763.431557 = -13779773.639699 nChanged 36 SP:Iteration 104Q (6770.282833 sec): 3 clusters Score: Raw -13783539.602290 + Penalty 3763.431557 = -13779776.170733 nChanged 34 SP:Iteration 105Q (6770.472747 sec): 3 clusters Score: Raw -13783541.592896 + Penalty 3763.431557 = -13779778.161339 nChanged 26 SP:Iteration 106Q (6770.642269 sec): 3 clusters Score: Raw -13783543.066432 + Penalty 3763.431557 = -13779779.634875 nChanged 29 SP:Iteration 107Q (6770.845748 sec): 3 clusters Score: Raw -13783544.515793 + Penalty 3763.431557 = -13779781.084237 nChanged 26 SP:Iteration 108Q (6771.028712 sec): 3 clusters Score: Raw -13783545.839495 + Penalty 3763.431557 = -13779782.407938 nChanged 20 SP:Iteration 109Q (6771.207215 sec): 3 clusters Score: Raw -13783546.964922 + Penalty 3763.431557 = -13779783.533366 nChanged 21 SP:Iteration 110Q (6771.394385 sec): 3 clusters Score: Raw -13783548.035433 + Penalty 3763.431557 = -13779784.603876 nChanged 21 SP:Iteration 111Q (6771.581958 sec): 3 clusters Score: Raw -13783549.239227 + Penalty 3763.431557 = -13779785.807671 nChanged 17 SP:Iteration 112Q (6771.784213 sec): 3 clusters Score: Raw -13783550.134698 + Penalty 3763.431557 = -13779786.703141 nChanged 21 SP:Iteration 113Q (6771.959508 sec): 3 clusters Score: Raw -13783551.243899 + Penalty 3763.431557 = -13779787.812342 nChanged 23 SP:Iteration 114Q (6772.141214 sec): 3 clusters Score: Raw -13783552.402634 + Penalty 3763.431557 = -13779788.971077 nChanged 21 SP:Iteration 115Q (6772.308369 sec): 3 clusters Score: Raw -13783553.287109 + Penalty 3763.431557 = -13779789.855552 nChanged 24 SP:Iteration 116Q (6772.494203 sec): 3 clusters Score: Raw -13783554.640155 + Penalty 3763.431557 = -13779791.208598 nChanged 26 SP:Iteration 117Q (6772.687157 sec): 3 clusters Score: Raw -13783556.038334 + Penalty 3763.431557 = -13779792.606778 nChanged 32 SP:Iteration 118Q (6772.882499 sec): 3 clusters Score: Raw -13783557.786405 + Penalty 3763.431557 = -13779794.354848 nChanged 31 SP:Iteration 119Q (6773.066544 sec): 3 clusters Score: Raw -13783559.355197 + Penalty 3763.431557 = -13779795.923640 nChanged 29 SP:Iteration 120F (6773.276766 sec): 3 clusters Score: Raw -13783561.226607 + Penalty 3763.431557 = -13779797.795050 nChanged 31 SP:Iteration 121Q (6773.459528 sec): 3 clusters Score: Raw -13783563.587254 + Penalty 3763.431557 = -13779800.155697 nChanged 35 SP:Iteration 122Q (6773.647378 sec): 3 clusters Score: Raw -13783566.026606 + Penalty 3763.431557 = -13779802.595049 nChanged 33 SP:Iteration 123Q (6773.855640 sec): 3 clusters Score: Raw -13783568.407652 + Penalty 3763.431557 = -13779804.976095 nChanged 40 SP:Iteration 124Q (6774.051006 sec): 3 clusters Score: Raw -13783571.041805 + Penalty 3763.431557 = -13779807.610248 nChanged 35 SP:Iteration 125Q (6774.248446 sec): 3 clusters Score: Raw -13783573.447663 + Penalty 3763.431557 = -13779810.016106 nChanged 27 SP:Iteration 126Q (6774.469768 sec): 3 clusters Score: Raw -13783575.202624 + Penalty 3763.431557 = -13779811.771067 nChanged 28 SP:Iteration 127Q (6774.660424 sec): 3 clusters Score: Raw -13783577.290349 + Penalty 3763.431557 = -13779813.858792 nChanged 30 SP:Iteration 128Q (6774.852333 sec): 3 clusters Score: Raw -13783579.225386 + Penalty 3763.431557 = -13779815.793830 nChanged 30 SP:Iteration 129Q (6775.045250 sec): 3 clusters Score: Raw -13783581.100970 + Penalty 3763.431557 = -13779817.669414 nChanged 28 SP:Iteration 130Q (6775.230130 sec): 3 clusters Score: Raw -13783582.756773 + Penalty 3763.431557 = -13779819.325216 nChanged 25 SP:Iteration 131Q (6775.416644 sec): 3 clusters Score: Raw -13783584.251616 + Penalty 3763.431557 = -13779820.820059 nChanged 28 SP:Iteration 132Q (6775.595038 sec): 3 clusters Score: Raw -13783586.051241 + Penalty 3763.431557 = -13779822.619685 nChanged 21 SP:Iteration 133Q (6775.781336 sec): 3 clusters Score: Raw -13783587.485184 + Penalty 3763.431557 = -13779824.053627 nChanged 32 SP:Iteration 134Q (6775.964911 sec): 3 clusters Score: Raw -13783590.414248 + Penalty 3763.431557 = -13779826.982691 nChanged 36 SP:Iteration 135Q (6776.144840 sec): 3 clusters Score: Raw -13783593.410622 + Penalty 3763.431557 = -13779829.979065 nChanged 28 SP:Iteration 136Q (6776.329917 sec): 3 clusters Score: Raw -13783595.468529 + Penalty 3763.431557 = -13779832.036973 nChanged 33 SP:Iteration 137Q (6776.530872 sec): 3 clusters Score: Raw -13783598.012088 + Penalty 3763.431557 = -13779834.580532 nChanged 29 SP:Iteration 138Q (6776.729452 sec): 3 clusters Score: Raw -13783600.142135 + Penalty 3763.431557 = -13779836.710579 nChanged 32 SP:Iteration 139Q (6776.911504 sec): 3 clusters Score: Raw -13783602.605110 + Penalty 3763.431557 = -13779839.173554 nChanged 30 SP:Iteration 140F (6777.112184 sec): 3 clusters Score: Raw -13783604.856589 + Penalty 3763.431557 = -13779841.425033 nChanged 35 SP:Iteration 141Q (6777.311796 sec): 3 clusters Score: Raw -13783607.593721 + Penalty 3763.431557 = -13779844.162164 nChanged 25 SP:Iteration 142Q (6777.498803 sec): 3 clusters Score: Raw -13783609.112792 + Penalty 3763.431557 = -13779845.681235 nChanged 32 SP:Iteration 143Q (6777.656670 sec): 3 clusters Score: Raw -13783610.968217 + Penalty 3763.431557 = -13779847.536660 nChanged 31 SP:Iteration 144Q (6777.833633 sec): 3 clusters Score: Raw -13783612.981603 + Penalty 3763.431557 = -13779849.550046 nChanged 25 SP:Iteration 145Q (6777.998381 sec): 3 clusters Score: Raw -13783614.480751 + Penalty 3763.431557 = -13779851.049194 nChanged 25 SP:Iteration 146Q (6778.181863 sec): 3 clusters Score: Raw -13783615.958419 + Penalty 3763.431557 = -13779852.526863 nChanged 19 SP:Iteration 147Q (6778.361812 sec): 3 clusters Score: Raw -13783617.067476 + Penalty 3763.431557 = -13779853.635919 nChanged 16 SP:Iteration 148Q (6778.537901 sec): 3 clusters Score: Raw -13783618.199374 + Penalty 3763.431557 = -13779854.767817 nChanged 12 SP:Iteration 149Q (6778.716844 sec): 3 clusters Score: Raw -13783618.690915 + Penalty 3763.431557 = -13779855.259358 nChanged 10 SP:Iteration 150Q (6778.884773 sec): 3 clusters Score: Raw -13783619.195541 + Penalty 3763.431557 = -13779855.763985 nChanged 8 SP:Iteration 151Q (6779.073210 sec): 3 clusters Score: Raw -13783619.457817 + Penalty 3763.431557 = -13779856.026260 nChanged 6 SP:Iteration 152Q (6779.255514 sec): 3 clusters Score: Raw -13783619.654971 + Penalty 3763.431557 = -13779856.223414 nChanged 6 SP:Iteration 153Q (6779.432609 sec): 3 clusters Score: Raw -13783619.878605 + Penalty 3763.431557 = -13779856.447049 nChanged 5 SP:Iteration 154Q (6779.604503 sec): 3 clusters Score: Raw -13783620.155088 + Penalty 3763.431557 = -13779856.723531 nChanged 7 SP:Iteration 155Q (6779.787082 sec): 3 clusters Score: Raw -13783620.628910 + Penalty 3763.431557 = -13779857.197353 nChanged 7 SP:Iteration 156Q (6779.968716 sec): 3 clusters Score: Raw -13783621.027217 + Penalty 3763.431557 = -13779857.595660 nChanged 8 SP:Iteration 157Q (6780.146812 sec): 3 clusters Score: Raw -13783621.431374 + Penalty 3763.431557 = -13779857.999817 nChanged 7 SP:Iteration 158Q (6780.334384 sec): 3 clusters Score: Raw -13783621.631864 + Penalty 3763.431557 = -13779858.200308 nChanged 2 SP:Iteration 159Q (6780.519362 sec): 3 clusters Score: Raw -13783621.810073 + Penalty 3763.431557 = -13779858.378516 nChanged 5 SP:Iteration 160F (6780.712850 sec): 3 clusters Score: Raw -13783622.028406 + Penalty 3763.431557 = -13779858.596849 nChanged 4 SP:Iteration 161Q (6780.893868 sec): 3 clusters Score: Raw -13783622.325154 + Penalty 3763.431557 = -13779858.893597 nChanged 6 SP:Iteration 162Q (6781.086505 sec): 3 clusters Score: Raw -13783622.650061 + Penalty 3763.431557 = -13779859.218505 nChanged 9 SP:Iteration 163Q (6781.273438 sec): 3 clusters Score: Raw -13783623.209286 + Penalty 3763.431557 = -13779859.777729 nChanged 14 SP:Iteration 164Q (6781.433262 sec): 3 clusters Score: Raw -13783624.103341 + Penalty 3763.431557 = -13779860.671784 nChanged 8 SP:Iteration 165Q (6781.592731 sec): 3 clusters Score: Raw -13783624.477449 + Penalty 3763.431557 = -13779861.045892 nChanged 8 SP:Iteration 166Q (6781.748299 sec): 3 clusters Score: Raw -13783624.806854 + Penalty 3763.431557 = -13779861.375298 nChanged 7 SP:Iteration 167Q (6781.930677 sec): 3 clusters Score: Raw -13783625.125626 + Penalty 3763.431557 = -13779861.694070 nChanged 5 SP:Iteration 168Q (6782.114260 sec): 3 clusters Score: Raw -13783625.283760 + Penalty 3763.431557 = -13779861.852204 nChanged 4 SP:Iteration 169Q (6782.292637 sec): 3 clusters Score: Raw -13783625.444616 + Penalty 3763.431557 = -13779862.013059 nChanged 6 SP:Iteration 170Q (6782.472469 sec): 3 clusters Score: Raw -13783625.769149 + Penalty 3763.431557 = -13779862.337592 nChanged 5 SP:Iteration 171Q (6782.651860 sec): 3 clusters Score: Raw -13783625.980288 + Penalty 3763.431557 = -13779862.548731 nChanged 2 SP:Iteration 172Q (6782.834389 sec): 3 clusters Score: Raw -13783626.120684 + Penalty 3763.431557 = -13779862.689127 nChanged 3 SP:Iteration 173Q (6783.017607 sec): 3 clusters Score: Raw -13783626.226329 + Penalty 3763.431557 = -13779862.794772 nChanged 3 SP:Iteration 174Q (6783.208205 sec): 3 clusters Score: Raw -13783626.328283 + Penalty 3763.431557 = -13779862.896726 nChanged 3 SP:Iteration 175Q (6783.411367 sec): 3 clusters Score: Raw -13783626.521969 + Penalty 3763.431557 = -13779863.090412 nChanged 7 SP:Iteration 176Q (6783.607486 sec): 3 clusters Score: Raw -13783626.981259 + Penalty 3763.431557 = -13779863.549702 nChanged 6 SP:Iteration 177Q (6783.794851 sec): 3 clusters Score: Raw -13783627.210144 + Penalty 3763.431557 = -13779863.778587 nChanged 8 SP:Iteration 178Q (6783.988445 sec): 3 clusters Score: Raw -13783627.609149 + Penalty 3763.431557 = -13779864.177593 nChanged 4 SP:Iteration 179Q (6784.178836 sec): 3 clusters Score: Raw -13783628.024420 + Penalty 3763.431557 = -13779864.592863 nChanged 9 SP:Iteration 180F (6784.372058 sec): 3 clusters Score: Raw -13783628.479731 + Penalty 3763.431557 = -13779865.048174 nChanged 9 SP:Iteration 181Q (6784.558553 sec): 3 clusters Score: Raw -13783629.026781 + Penalty 3763.431557 = -13779865.595224 nChanged 12 SP:Iteration 182Q (6784.750737 sec): 3 clusters Score: Raw -13783629.982699 + Penalty 3763.431557 = -13779866.551142 nChanged 13 SP:Iteration 183Q (6784.930422 sec): 3 clusters Score: Raw -13783630.720849 + Penalty 3763.431557 = -13779867.289292 nChanged 10 SP:Iteration 184Q (6785.107439 sec): 3 clusters Score: Raw -13783631.348374 + Penalty 3763.431557 = -13779867.916817 nChanged 10 SP:Iteration 185Q (6785.297825 sec): 3 clusters Score: Raw -13783631.971022 + Penalty 3763.431557 = -13779868.539465 nChanged 9 SP:Iteration 186Q (6785.471954 sec): 3 clusters Score: Raw -13783632.487389 + Penalty 3763.431557 = -13779869.055833 nChanged 15 SP:Iteration 187Q (6785.642461 sec): 3 clusters Score: Raw -13783633.353788 + Penalty 3763.431557 = -13779869.922232 nChanged 10 SP:Iteration 188Q (6785.829975 sec): 3 clusters Score: Raw -13783633.914815 + Penalty 3763.431557 = -13779870.483259 nChanged 7 SP:Iteration 189Q (6785.973092 sec): 3 clusters Score: Raw -13783634.210071 + Penalty 3763.431557 = -13779870.778514 nChanged 4 SP:Iteration 190Q (6786.124196 sec): 3 clusters Score: Raw -13783634.417107 + Penalty 3763.431557 = -13779870.985550 nChanged 4 SP:Iteration 191Q (6786.315784 sec): 3 clusters Score: Raw -13783634.557735 + Penalty 3763.431557 = -13779871.126179 nChanged 5 SP:Iteration 192Q (6786.506852 sec): 3 clusters Score: Raw -13783634.830761 + Penalty 3763.431557 = -13779871.399204 nChanged 8 SP:Iteration 193Q (6786.666679 sec): 3 clusters Score: Raw -13783635.164573 + Penalty 3763.431557 = -13779871.733016 nChanged 5 SP:Iteration 194Q (6786.852272 sec): 3 clusters Score: Raw -13783635.511406 + Penalty 3763.431557 = -13779872.079849 nChanged 9 SP:Iteration 195Q (6786.997987 sec): 3 clusters Score: Raw -13783635.895890 + Penalty 3763.431557 = -13779872.464334 nChanged 8 SP:Iteration 196Q (6787.195072 sec): 3 clusters Score: Raw -13783636.318376 + Penalty 3763.431557 = -13779872.886819 nChanged 10 SP:Iteration 197Q (6787.385185 sec): 3 clusters Score: Raw -13783636.751829 + Penalty 3763.431557 = -13779873.320273 nChanged 8 SP:Iteration 198Q (6787.578280 sec): 3 clusters Score: Raw -13783637.001683 + Penalty 3763.431557 = -13779873.570126 nChanged 3 SP:Iteration 199Q (6787.750825 sec): 3 clusters Score: Raw -13783637.134298 + Penalty 3763.431557 = -13779873.702741 nChanged 3 SP:Iteration 200F (6787.963645 sec): 3 clusters Score: Raw -13783637.282440 + Penalty 3763.431557 = -13779873.850883 nChanged 5 SP:Iteration 201Q (6788.148743 sec): 3 clusters Score: Raw -13783637.518809 + Penalty 3763.431557 = -13779874.087253 nChanged 5 SP:Iteration 202Q (6788.317253 sec): 3 clusters Score: Raw -13783637.782355 + Penalty 3763.431557 = -13779874.350798 nChanged 6 SP:Iteration 203Q (6788.516767 sec): 3 clusters Score: Raw -13783638.114536 + Penalty 3763.431557 = -13779874.682979 nChanged 8 SP:Iteration 204Q (6788.679111 sec): 3 clusters Score: Raw -13783638.423638 + Penalty 3763.431557 = -13779874.992081 nChanged 4 SP:Iteration 205Q (6788.860794 sec): 3 clusters Score: Raw -13783638.660236 + Penalty 3763.431557 = -13779875.228679 nChanged 5 SP:Iteration 206Q (6789.009067 sec): 3 clusters Score: Raw -13783638.838711 + Penalty 3763.431557 = -13779875.407154 nChanged 2 SP:Iteration 207Q (6789.195206 sec): 3 clusters Score: Raw -13783638.935323 + Penalty 3763.431557 = -13779875.503766 nChanged 4 SP:Iteration 208Q (6789.368277 sec): 3 clusters Score: Raw -13783639.135565 + Penalty 3763.431557 = -13779875.704008 nChanged 5 SP:Iteration 209Q (6789.558634 sec): 3 clusters Score: Raw -13783639.328916 + Penalty 3763.431557 = -13779875.897359 nChanged 7 SP:Iteration 210Q (6789.752998 sec): 3 clusters Score: Raw -13783639.688296 + Penalty 3763.431557 = -13779876.256739 nChanged 7 SP:Iteration 211Q (6789.946671 sec): 3 clusters Score: Raw -13783640.104093 + Penalty 3763.431557 = -13779876.672536 nChanged 10 SP:Iteration 212Q (6790.135142 sec): 3 clusters Score: Raw -13783640.683968 + Penalty 3763.431557 = -13779877.252412 nChanged 11 SP:Iteration 213Q (6790.335104 sec): 3 clusters Score: Raw -13783641.210451 + Penalty 3763.431557 = -13779877.778894 nChanged 8 SP:Iteration 214Q (6790.539216 sec): 3 clusters Score: Raw -13783641.523003 + Penalty 3763.431557 = -13779878.091446 nChanged 8 SP:Iteration 215Q (6790.723334 sec): 3 clusters Score: Raw -13783641.903508 + Penalty 3763.431557 = -13779878.471952 nChanged 8 SP:Iteration 216Q (6790.929204 sec): 3 clusters Score: Raw -13783642.290930 + Penalty 3763.431557 = -13779878.859374 nChanged 5 SP:Iteration 217Q (6791.113495 sec): 3 clusters Score: Raw -13783642.438376 + Penalty 3763.431557 = -13779879.006819 nChanged 2 SP:Iteration 218Q (6791.291900 sec): 3 clusters Score: Raw -13783642.477182 + Penalty 3763.431557 = -13779879.045625 nChanged 0 SP:Iteration 219F (6791.506400 sec): 3 clusters Score: Raw -13783642.477182 + Penalty 3763.431557 = -13779879.045625 nChanged 0 Trying to split cluster 20 (2184 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6791.533769 sec): 2 clusters Score: Raw -261213.296326 + Penalty 1249.448417 = -259963.847908 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6791.586009 sec): 3 clusters Score: Raw -260257.134638 + Penalty 2498.896834 = -257758.237803 nChanged 785 SP:Iteration 1F (6791.633406 sec): 3 clusters Score: Raw -260997.673885 + Penalty 2498.896834 = -258498.777050 nChanged 261 SP:Iteration 2F (6791.684998 sec): 3 clusters Score: Raw -261423.720665 + Penalty 2498.896834 = -258924.823830 nChanged 220 SP:Iteration 3F (6791.736165 sec): 3 clusters Score: Raw -261800.626310 + Penalty 2498.896834 = -259301.729476 nChanged 174 SP:Iteration 4F (6791.787304 sec): 3 clusters Score: Raw -262037.754300 + Penalty 2498.896834 = -259538.857466 nChanged 115 SP:Iteration 5F (6791.838484 sec): 3 clusters Score: Raw -262171.984799 + Penalty 2498.896834 = -259673.087965 nChanged 83 SP:Iteration 6Q (6791.884620 sec): 3 clusters Score: Raw -262255.795530 + Penalty 2498.896834 = -259756.898695 nChanged 45 SP:Iteration 7Q (6791.935661 sec): 3 clusters Score: Raw -262293.000872 + Penalty 2498.896834 = -259794.104037 nChanged 22 SP:Iteration 8Q (6791.986890 sec): 3 clusters Score: Raw -262307.697593 + Penalty 2498.896834 = -259808.800758 nChanged 23 SP:Iteration 9Q (6792.041188 sec): 3 clusters Score: Raw -262323.131688 + Penalty 2498.896834 = -259824.234853 nChanged 12 SP:Iteration 10Q (6792.078022 sec): 3 clusters Score: Raw -262331.054309 + Penalty 2498.896834 = -259832.157475 nChanged 5 SP:Iteration 11Q (6792.130276 sec): 3 clusters Score: Raw -262333.942373 + Penalty 2498.896834 = -259835.045539 nChanged 3 SP:Iteration 12Q (6792.180897 sec): 3 clusters Score: Raw -262335.448302 + Penalty 2498.896834 = -259836.551468 nChanged 2 SP:Iteration 13Q (6792.231906 sec): 3 clusters Score: Raw -262335.906276 + Penalty 2498.896834 = -259837.009441 nChanged 2 SP:Iteration 14Q (6792.282639 sec): 3 clusters Score: Raw -262337.080803 + Penalty 2498.896834 = -259838.183968 nChanged 1 SP:Iteration 15Q (6792.330425 sec): 3 clusters Score: Raw -262337.346519 + Penalty 2498.896834 = -259838.449685 nChanged 0 SP:Iteration 16F (6792.381609 sec): 3 clusters Score: Raw -262337.346519 + Penalty 2498.896834 = -259838.449685 nChanged 0 Trying to split cluster 21 (2343 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6792.422426 sec): 2 clusters Score: Raw -282319.762221 + Penalty 1260.867959 = -281058.894262 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6792.463142 sec): 3 clusters Score: Raw -281351.401129 + Penalty 2521.735918 = -278829.665212 nChanged 878 SP:Iteration 1F (6792.514425 sec): 3 clusters Score: Raw -282452.455941 + Penalty 2521.735918 = -279930.720024 nChanged 329 SP:Iteration 2F (6792.555444 sec): 3 clusters Score: Raw -283062.251252 + Penalty 2521.735918 = -280540.515335 nChanged 166 SP:Iteration 3F (6792.611259 sec): 3 clusters Score: Raw -283307.382749 + Penalty 2521.735918 = -280785.646831 nChanged 104 SP:Iteration 4Q (6792.659889 sec): 3 clusters Score: Raw -283467.855068 + Penalty 2521.735918 = -280946.119150 nChanged 82 SP:Iteration 5Q (6792.695251 sec): 3 clusters Score: Raw -283608.988722 + Penalty 2521.735918 = -281087.252805 nChanged 82 SP:Iteration 6Q (6792.734626 sec): 3 clusters Score: Raw -283719.089524 + Penalty 2521.735918 = -281197.353606 nChanged 77 SP:Iteration 7Q (6792.776177 sec): 3 clusters Score: Raw -283805.434752 + Penalty 2521.735918 = -281283.698834 nChanged 79 SP:Iteration 8Q (6792.817318 sec): 3 clusters Score: Raw -283906.674785 + Penalty 2521.735918 = -281384.938868 nChanged 91 SP:Iteration 9Q (6792.868190 sec): 3 clusters Score: Raw -284039.581361 + Penalty 2521.735918 = -281517.845444 nChanged 96 SP:Iteration 10Q (6792.913025 sec): 3 clusters Score: Raw -284212.902192 + Penalty 2521.735918 = -281691.166275 nChanged 84 SP:Iteration 11Q (6792.970646 sec): 3 clusters Score: Raw -284335.180400 + Penalty 2521.735918 = -281813.444482 nChanged 62 SP:Iteration 12Q (6793.028876 sec): 3 clusters Score: Raw -284402.429331 + Penalty 2521.735918 = -281880.693414 nChanged 37 SP:Iteration 13Q (6793.080166 sec): 3 clusters Score: Raw -284429.066716 + Penalty 2521.735918 = -281907.330798 nChanged 35 SP:Iteration 14Q (6793.121736 sec): 3 clusters Score: Raw -284452.072442 + Penalty 2521.735918 = -281930.336525 nChanged 31 SP:Iteration 15Q (6793.175237 sec): 3 clusters Score: Raw -284472.579115 + Penalty 2521.735918 = -281950.843197 nChanged 16 SP:Iteration 16Q (6793.227616 sec): 3 clusters Score: Raw -284480.753816 + Penalty 2521.735918 = -281959.017898 nChanged 16 SP:Iteration 17Q (6793.282046 sec): 3 clusters Score: Raw -284490.404662 + Penalty 2521.735918 = -281968.668745 nChanged 17 SP:Iteration 18Q (6793.316501 sec): 3 clusters Score: Raw -284503.305392 + Penalty 2521.735918 = -281981.569475 nChanged 17 SP:Iteration 19Q (6793.355360 sec): 3 clusters Score: Raw -284513.606841 + Penalty 2521.735918 = -281991.870923 nChanged 11 SP:Iteration 20F (6793.401489 sec): 3 clusters Score: Raw -284519.605313 + Penalty 2521.735918 = -281997.869395 nChanged 6 SP:Iteration 21Q (6793.445737 sec): 3 clusters Score: Raw -284522.528299 + Penalty 2521.735918 = -282000.792382 nChanged 7 SP:Iteration 22Q (6793.488263 sec): 3 clusters Score: Raw -284525.826016 + Penalty 2521.735918 = -282004.090099 nChanged 4 SP:Iteration 23Q (6793.540074 sec): 3 clusters Score: Raw -284528.341613 + Penalty 2521.735918 = -282006.605696 nChanged 3 SP:Iteration 24Q (6793.591586 sec): 3 clusters Score: Raw -284529.705413 + Penalty 2521.735918 = -282007.969496 nChanged 5 SP:Iteration 25Q (6793.642411 sec): 3 clusters Score: Raw -284531.568731 + Penalty 2521.735918 = -282009.832814 nChanged 2 SP:Iteration 26Q (6793.693720 sec): 3 clusters Score: Raw -284532.755027 + Penalty 2521.735918 = -282011.019109 nChanged 1 SP:Iteration 27Q (6793.744333 sec): 3 clusters Score: Raw -284533.544905 + Penalty 2521.735918 = -282011.808988 nChanged 4 SP:Iteration 28Q (6793.791537 sec): 3 clusters Score: Raw -284534.587520 + Penalty 2521.735918 = -282012.851603 nChanged 3 SP:Iteration 29Q (6793.842282 sec): 3 clusters Score: Raw -284535.418493 + Penalty 2521.735918 = -282013.682575 nChanged 1 SP:Iteration 30Q (6793.893128 sec): 3 clusters Score: Raw -284535.571459 + Penalty 2521.735918 = -282013.835542 nChanged 1 SP:Iteration 31Q (6793.951619 sec): 3 clusters Score: Raw -284535.727897 + Penalty 2521.735918 = -282013.991979 nChanged 2 SP:Iteration 32Q (6793.987760 sec): 3 clusters Score: Raw -284536.304740 + Penalty 2521.735918 = -282014.568822 nChanged 0 SP:Iteration 33F (6794.031971 sec): 3 clusters Score: Raw -284536.304740 + Penalty 2521.735918 = -282014.568822 nChanged 0 Score: Raw -99930845.638552 + Penalty 63883.449798 = -99866962.188755 Splitting cluster 21 changes total score from -99865940.986507 to -99866962.188755 So it's getting split into cluster 29. Trying to split cluster 22 (5907 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6807.762869 sec): 2 clusters Score: Raw -744698.363402 + Penalty 1411.132672 = -743287.230730 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6807.813538 sec): 3 clusters Score: Raw -741541.895738 + Penalty 2822.265344 = -738719.630393 nChanged 2472 SP:Iteration 1F (6807.872240 sec): 3 clusters Score: Raw -742951.317719 + Penalty 2822.265344 = -740129.052375 nChanged 460 SP:Iteration 2F (6807.929126 sec): 3 clusters Score: Raw -743204.329834 + Penalty 2822.265344 = -740382.064490 nChanged 333 SP:Iteration 3F (6807.986627 sec): 3 clusters Score: Raw -743383.833738 + Penalty 2822.265344 = -740561.568393 nChanged 272 SP:Iteration 4Q (6808.039425 sec): 3 clusters Score: Raw -743562.861590 + Penalty 2822.265344 = -740740.596246 nChanged 284 SP:Iteration 5Q (6808.100851 sec): 3 clusters Score: Raw -743766.116486 + Penalty 2822.265344 = -740943.851142 nChanged 278 SP:Iteration 6Q (6808.147045 sec): 3 clusters Score: Raw -743964.270528 + Penalty 2822.265344 = -741142.005184 nChanged 261 SP:Iteration 7Q (6808.199703 sec): 3 clusters Score: Raw -744140.158568 + Penalty 2822.265344 = -741317.893223 nChanged 233 SP:Iteration 8Q (6808.254725 sec): 3 clusters Score: Raw -744293.792667 + Penalty 2822.265344 = -741471.527323 nChanged 222 SP:Iteration 9Q (6808.312776 sec): 3 clusters Score: Raw -744443.826631 + Penalty 2822.265344 = -741621.561287 nChanged 215 SP:Iteration 10Q (6808.366185 sec): 3 clusters Score: Raw -744574.760961 + Penalty 2822.265344 = -741752.495617 nChanged 159 SP:Iteration 11Q (6808.423152 sec): 3 clusters Score: Raw -744644.077289 + Penalty 2822.265344 = -741821.811945 nChanged 119 SP:Iteration 12Q (6808.480546 sec): 3 clusters Score: Raw -744690.401070 + Penalty 2822.265344 = -741868.135725 nChanged 87 SP:Iteration 13Q (6808.538915 sec): 3 clusters Score: Raw -744720.399765 + Penalty 2822.265344 = -741898.134420 nChanged 71 SP:Iteration 14Q (6808.585838 sec): 3 clusters Score: Raw -744741.654385 + Penalty 2822.265344 = -741919.389040 nChanged 53 SP:Iteration 15Q (6808.637961 sec): 3 clusters Score: Raw -744753.472544 + Penalty 2822.265344 = -741931.207199 nChanged 46 SP:Iteration 16Q (6808.687104 sec): 3 clusters Score: Raw -744766.227463 + Penalty 2822.265344 = -741943.962118 nChanged 39 SP:Iteration 17Q (6808.746445 sec): 3 clusters Score: Raw -744776.893237 + Penalty 2822.265344 = -741954.627892 nChanged 41 SP:Iteration 18Q (6808.802969 sec): 3 clusters Score: Raw -744790.019212 + Penalty 2822.265344 = -741967.753867 nChanged 46 SP:Iteration 19Q (6808.860311 sec): 3 clusters Score: Raw -744801.477146 + Penalty 2822.265344 = -741979.211802 nChanged 29 SP:Iteration 20F (6808.913141 sec): 3 clusters Score: Raw -744807.030327 + Penalty 2822.265344 = -741984.764982 nChanged 15 SP:Iteration 21Q (6808.970030 sec): 3 clusters Score: Raw -744810.205926 + Penalty 2822.265344 = -741987.940582 nChanged 20 SP:Iteration 22Q (6809.026963 sec): 3 clusters Score: Raw -744813.986616 + Penalty 2822.265344 = -741991.721272 nChanged 16 SP:Iteration 23Q (6809.084024 sec): 3 clusters Score: Raw -744816.573735 + Penalty 2822.265344 = -741994.308391 nChanged 8 SP:Iteration 24Q (6809.141158 sec): 3 clusters Score: Raw -744819.643161 + Penalty 2822.265344 = -741997.377817 nChanged 9 SP:Iteration 25Q (6809.189441 sec): 3 clusters Score: Raw -744822.224846 + Penalty 2822.265344 = -741999.959502 nChanged 10 SP:Iteration 26Q (6809.242095 sec): 3 clusters Score: Raw -744824.600098 + Penalty 2822.265344 = -742002.334754 nChanged 8 SP:Iteration 27Q (6809.293612 sec): 3 clusters Score: Raw -744826.264497 + Penalty 2822.265344 = -742003.999153 nChanged 7 SP:Iteration 28Q (6809.353807 sec): 3 clusters Score: Raw -744826.947076 + Penalty 2822.265344 = -742004.681732 nChanged 1 SP:Iteration 29Q (6809.408916 sec): 3 clusters Score: Raw -744827.048983 + Penalty 2822.265344 = -742004.783639 nChanged 0 SP:Iteration 30F (6809.467431 sec): 3 clusters Score: Raw -744827.048983 + Penalty 2822.265344 = -742004.783639 nChanged 0 Trying to split cluster 23 (34108 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6809.539822 sec): 2 clusters Score: Raw -4180934.569915 + Penalty 1696.059176 = -4179238.510738 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6809.653422 sec): 3 clusters Score: Raw -4159794.672658 + Penalty 3392.118353 = -4156402.554305 nChanged 15734 SP:Iteration 1F (6809.751724 sec): 3 clusters Score: Raw -4168794.204680 + Penalty 3392.118353 = -4165402.086327 nChanged 1797 SP:Iteration 2F (6809.863386 sec): 3 clusters Score: Raw -4169548.750708 + Penalty 3392.118353 = -4166156.632355 nChanged 1843 SP:Iteration 3F (6809.966061 sec): 3 clusters Score: Raw -4170483.404474 + Penalty 3392.118353 = -4167091.286121 nChanged 2023 SP:Iteration 4F (6810.055579 sec): 3 clusters Score: Raw -4171713.404709 + Penalty 3392.118353 = -4168321.286356 nChanged 2228 SP:Iteration 5F (6810.150610 sec): 3 clusters Score: Raw -4173326.951636 + Penalty 3392.118353 = -4169934.833283 nChanged 2230 SP:Iteration 6F (6810.256854 sec): 3 clusters Score: Raw -4175122.194148 + Penalty 3392.118353 = -4171730.075795 nChanged 2080 SP:Iteration 7F (6810.342527 sec): 3 clusters Score: Raw -4176910.490762 + Penalty 3392.118353 = -4173518.372409 nChanged 1589 SP:Iteration 8Q (6810.449500 sec): 3 clusters Score: Raw -4178333.592743 + Penalty 3392.118353 = -4174941.474390 nChanged 1137 SP:Iteration 9Q (6810.542891 sec): 3 clusters Score: Raw -4179313.528746 + Penalty 3392.118353 = -4175921.410393 nChanged 842 SP:Iteration 10Q (6810.640048 sec): 3 clusters Score: Raw -4179927.006847 + Penalty 3392.118353 = -4176534.888494 nChanged 606 SP:Iteration 11Q (6810.735929 sec): 3 clusters Score: Raw -4180303.826611 + Penalty 3392.118353 = -4176911.708258 nChanged 434 SP:Iteration 12Q (6810.830321 sec): 3 clusters Score: Raw -4180532.936661 + Penalty 3392.118353 = -4177140.818308 nChanged 334 SP:Iteration 13Q (6810.917401 sec): 3 clusters Score: Raw -4180725.731796 + Penalty 3392.118353 = -4177333.613443 nChanged 305 SP:Iteration 14Q (6811.005245 sec): 3 clusters Score: Raw -4180886.314583 + Penalty 3392.118353 = -4177494.196230 nChanged 265 SP:Iteration 15Q (6811.107814 sec): 3 clusters Score: Raw -4181029.030837 + Penalty 3392.118353 = -4177636.912484 nChanged 226 SP:Iteration 16Q (6811.198876 sec): 3 clusters Score: Raw -4181152.660699 + Penalty 3392.118353 = -4177760.542346 nChanged 171 SP:Iteration 17Q (6811.299222 sec): 3 clusters Score: Raw -4181221.776565 + Penalty 3392.118353 = -4177829.658212 nChanged 122 SP:Iteration 18Q (6811.400532 sec): 3 clusters Score: Raw -4181264.063749 + Penalty 3392.118353 = -4177871.945396 nChanged 111 SP:Iteration 19Q (6811.496403 sec): 3 clusters Score: Raw -4181298.930953 + Penalty 3392.118353 = -4177906.812600 nChanged 85 SP:Iteration 20F (6811.593324 sec): 3 clusters Score: Raw -4181327.140322 + Penalty 3392.118353 = -4177935.021969 nChanged 82 SP:Iteration 21Q (6811.682845 sec): 3 clusters Score: Raw -4181354.616971 + Penalty 3392.118353 = -4177962.498618 nChanged 71 SP:Iteration 22Q (6811.791310 sec): 3 clusters Score: Raw -4181381.416485 + Penalty 3392.118353 = -4177989.298132 nChanged 67 SP:Iteration 23Q (6811.888768 sec): 3 clusters Score: Raw -4181403.355366 + Penalty 3392.118353 = -4178011.237013 nChanged 66 SP:Iteration 24Q (6811.977305 sec): 3 clusters Score: Raw -4181420.998118 + Penalty 3392.118353 = -4178028.879765 nChanged 47 SP:Iteration 25Q (6812.068849 sec): 3 clusters Score: Raw -4181434.060502 + Penalty 3392.118353 = -4178041.942149 nChanged 34 SP:Iteration 26Q (6812.169878 sec): 3 clusters Score: Raw -4181444.540902 + Penalty 3392.118353 = -4178052.422549 nChanged 36 SP:Iteration 27Q (6812.267016 sec): 3 clusters Score: Raw -4181456.146718 + Penalty 3392.118353 = -4178064.028365 nChanged 35 SP:Iteration 28Q (6812.362397 sec): 3 clusters Score: Raw -4181466.995817 + Penalty 3392.118353 = -4178074.877464 nChanged 24 SP:Iteration 29Q (6812.459333 sec): 3 clusters Score: Raw -4181474.121420 + Penalty 3392.118353 = -4178082.003067 nChanged 29 SP:Iteration 30Q (6812.536397 sec): 3 clusters Score: Raw -4181481.910706 + Penalty 3392.118353 = -4178089.792353 nChanged 21 SP:Iteration 31Q (6812.628289 sec): 3 clusters Score: Raw -4181487.680745 + Penalty 3392.118353 = -4178095.562392 nChanged 22 SP:Iteration 32Q (6812.720788 sec): 3 clusters Score: Raw -4181492.847056 + Penalty 3392.118353 = -4178100.728703 nChanged 19 SP:Iteration 33Q (6812.815927 sec): 3 clusters Score: Raw -4181499.400814 + Penalty 3392.118353 = -4178107.282461 nChanged 26 SP:Iteration 34Q (6812.897755 sec): 3 clusters Score: Raw -4181510.025257 + Penalty 3392.118353 = -4178117.906904 nChanged 31 SP:Iteration 35Q (6812.983757 sec): 3 clusters Score: Raw -4181522.987513 + Penalty 3392.118353 = -4178130.869160 nChanged 32 SP:Iteration 36Q (6813.067642 sec): 3 clusters Score: Raw -4181539.611569 + Penalty 3392.118353 = -4178147.493216 nChanged 38 SP:Iteration 37Q (6813.160589 sec): 3 clusters Score: Raw -4181556.069238 + Penalty 3392.118353 = -4178163.950885 nChanged 41 SP:Iteration 38Q (6813.237348 sec): 3 clusters Score: Raw -4181570.384056 + Penalty 3392.118353 = -4178178.265703 nChanged 30 SP:Iteration 39Q (6813.329335 sec): 3 clusters Score: Raw -4181578.919997 + Penalty 3392.118353 = -4178186.801644 nChanged 25 SP:Iteration 40F (6813.424903 sec): 3 clusters Score: Raw -4181587.393688 + Penalty 3392.118353 = -4178195.275335 nChanged 19 SP:Iteration 41Q (6813.520046 sec): 3 clusters Score: Raw -4181592.256495 + Penalty 3392.118353 = -4178200.138142 nChanged 11 SP:Iteration 42Q (6813.617204 sec): 3 clusters Score: Raw -4181594.058704 + Penalty 3392.118353 = -4178201.940351 nChanged 8 SP:Iteration 43Q (6813.712808 sec): 3 clusters Score: Raw -4181596.015275 + Penalty 3392.118353 = -4178203.896922 nChanged 10 SP:Iteration 44Q (6813.802524 sec): 3 clusters Score: Raw -4181598.803710 + Penalty 3392.118353 = -4178206.685357 nChanged 14 SP:Iteration 45Q (6813.880295 sec): 3 clusters Score: Raw -4181601.759190 + Penalty 3392.118353 = -4178209.640837 nChanged 10 SP:Iteration 46Q (6813.963105 sec): 3 clusters Score: Raw -4181603.291601 + Penalty 3392.118353 = -4178211.173248 nChanged 8 SP:Iteration 47Q (6814.041728 sec): 3 clusters Score: Raw -4181604.871304 + Penalty 3392.118353 = -4178212.752951 nChanged 10 SP:Iteration 48Q (6814.135319 sec): 3 clusters Score: Raw -4181606.975463 + Penalty 3392.118353 = -4178214.857110 nChanged 8 SP:Iteration 49Q (6814.233552 sec): 3 clusters Score: Raw -4181608.373060 + Penalty 3392.118353 = -4178216.254707 nChanged 5 SP:Iteration 50Q (6814.322927 sec): 3 clusters Score: Raw -4181609.431552 + Penalty 3392.118353 = -4178217.313200 nChanged 5 SP:Iteration 51Q (6814.418197 sec): 3 clusters Score: Raw -4181610.252104 + Penalty 3392.118353 = -4178218.133751 nChanged 4 SP:Iteration 52Q (6814.509350 sec): 3 clusters Score: Raw -4181611.113552 + Penalty 3392.118353 = -4178218.995199 nChanged 8 SP:Iteration 53Q (6814.590269 sec): 3 clusters Score: Raw -4181613.088088 + Penalty 3392.118353 = -4178220.969735 nChanged 9 SP:Iteration 54Q (6814.683986 sec): 3 clusters Score: Raw -4181614.894322 + Penalty 3392.118353 = -4178222.775969 nChanged 8 SP:Iteration 55Q (6814.778498 sec): 3 clusters Score: Raw -4181616.695309 + Penalty 3392.118353 = -4178224.576956 nChanged 9 SP:Iteration 56Q (6814.867673 sec): 3 clusters Score: Raw -4181619.693698 + Penalty 3392.118353 = -4178227.575346 nChanged 11 SP:Iteration 57Q (6814.955180 sec): 3 clusters Score: Raw -4181622.582678 + Penalty 3392.118353 = -4178230.464325 nChanged 6 SP:Iteration 58Q (6815.049489 sec): 3 clusters Score: Raw -4181624.128135 + Penalty 3392.118353 = -4178232.009782 nChanged 6 SP:Iteration 59Q (6815.142842 sec): 3 clusters Score: Raw -4181625.192815 + Penalty 3392.118353 = -4178233.074462 nChanged 2 SP:Iteration 60F (6815.242914 sec): 3 clusters Score: Raw -4181625.494813 + Penalty 3392.118353 = -4178233.376460 nChanged 0 Trying to split cluster 24 (8716 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (6815.277312 sec): 2 clusters Score: Raw -1160690.970789 + Penalty 1474.348801 = -1159216.621989 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (6815.331913 sec): 3 clusters Score: Raw -1155835.800007 + Penalty 2948.697601 = -1152887.102405 nChanged 3740 SP:Iteration 1F (6815.387688 sec): 3 clusters Score: Raw -1157850.176284 + Penalty 2948.697601 = -1154901.478683 nChanged 556 SP:Iteration 2F (6815.444229 sec): 3 clusters Score: Raw -1158124.151640 + Penalty 2948.697601 = -1155175.454038 nChanged 464 SP:Iteration 3F (6815.510867 sec): 3 clusters Score: Raw -1158357.065797 + Penalty 2948.697601 = -1155408.368196 nChanged 438 SP:Iteration 4F (6815.558874 sec): 3 clusters Score: Raw -1158588.418603 + Penalty 2948.697601 = -1155639.721002 nChanged 418 SP:Iteration 5Q (6815.633240 sec): 3 clusters Score: Raw -1158793.821781 + Penalty 2948.697601 = -1155845.124180 nChanged 350 SP:Iteration 6Q (6815.680980 sec): 3 clusters Score: Raw -1158980.381838 + Penalty 2948.697601 = -1156031.684236 nChanged 381 SP:Iteration 7Q (6815.742850 sec): 3 clusters Score: Raw -1159223.277826 + Penalty 2948.697601 = -1156274.580225 nChanged 423 SP:Iteration 8Q (6815.804197 sec): 3 clusters Score: Raw -1159512.854259 + Penalty 2948.697601 = -1156564.156657 nChanged 407 SP:Iteration 9Q (6815.866784 sec): 3 clusters Score: Raw -1159789.490518 + Penalty 2948.697601 = -1156840.792917 nChanged 370 SP:Iteration 10Q (6815.924881 sec): 3 clusters Score: Raw -1160021.706075 + Penalty 2948.697601 = -1157073.008474 nChanged 311 SP:Iteration 11Q (6815.979126 sec): 3 clusters Score: Raw -1160202.572364 + Penalty 2948.697601 = -1157253.874762 nChanged 291 SP:Iteration 12Q (6816.038749 sec): 3 clusters Score: Raw -1160357.040616 + Penalty 2948.697601 = -1157408.343015 nChanged 227 SP:Iteration 13Q (6816.090362 sec): 3 clusters Score: Raw -1160459.899239 + Penalty 2948.697601 = -1157511.201637 nChanged 196 SP:Iteration 14Q (6816.146164 sec): 3 clusters Score: Raw -1160544.823972 + Penalty 2948.697601 = -1157596.126371 nChanged 154 SP:Iteration 15Q (6816.205379 sec): 3 clusters Score: Raw -1160605.802689 + Penalty 2948.697601 = -1157657.105088 nChanged 126 SP:Iteration 16Q (6816.240272 sec): 3 clusters Score: Raw -1160654.148724 + Penalty 2948.697601 = -1157705.451123 nChanged 102 SP:Iteration 17Q (6816.302690 sec): 3 clusters Score: Raw -1160688.148352 + Penalty 2948.697601 = -1157739.450750 nChanged 87 SP:Iteration 18Q (6816.342705 sec): 3 clusters Score: Raw -1160712.138047 + Penalty 2948.697601 = -1157763.440446 nChanged 72 SP:Iteration 19Q (6816.403726 sec): 3 clusters Score: Raw -1160730.191422 + Penalty 2948.697601 = -1157781.493820 nChanged 61 SP:Iteration 20F (6816.460830 sec): 3 clusters Score: Raw -1160744.620288 + Penalty 2948.697601 = -1157795.922686 nChanged 46 SP:Iteration 21Q (6816.520556 sec): 3 clusters Score: Raw -1160754.329874 + Penalty 2948.697601 = -1157805.632273 nChanged 39 SP:Iteration 22Q (6816.565649 sec): 3 clusters Score: Raw -1160761.572627 + Penalty 2948.697601 = -1157812.875025 nChanged 28 SP:Iteration 23Q (6816.637713 sec): 3 clusters Score: Raw -1160766.631820 + Penalty 2948.697601 = -1157817.934219 nChanged 23 SP:Iteration 24Q (6816.680039 sec): 3 clusters Score: Raw -1160770.479098 + Penalty 2948.697601 = -1157821.781497 nChanged 17 SP:Iteration 25Q (6816.751420 sec): 3 clusters Score: Raw -1160774.484348 + Penalty 2948.697601 = -1157825.786747 nChanged 24 SP:Iteration 26Q (6816.798105 sec): 3 clusters Score: Raw -1160780.331265 + Penalty 2948.697601 = -1157831.633664 nChanged 26 SP:Iteration 27Q (6816.852516 sec): 3 clusters Score: Raw -1160785.714281 + Penalty 2948.697601 = -1157837.016680 nChanged 21 SP:Iteration 28Q (6816.912025 sec): 3 clusters Score: Raw -1160790.455944 + Penalty 2948.697601 = -1157841.758343 nChanged 24 SP:Iteration 29Q (6816.969637 sec): 3 clusters Score: Raw -1160795.135632 + Penalty 2948.697601 = -1157846.438031 nChanged 29 SP:Iteration 30Q (6817.036176 sec): 3 clusters Score: Raw -1160800.181244 + Penalty 2948.697601 = -1157851.483643 nChanged 26 SP:Iteration 31Q (6817.086797 sec): 3 clusters Score: Raw -1160804.396239 + Penalty 2948.697601 = -1157855.698637 nChanged 25 SP:Iteration 32Q (6817.150665 sec): 3 clusters Score: Raw -1160809.239805 + Penalty 2948.697601 = -1157860.542204 nChanged 21 SP:Iteration 33Q (6817.196590 sec): 3 clusters Score: Raw -1160812.732486 + Penalty 2948.697601 = -1157864.034884 nChanged 22 SP:Iteration 34Q (6817.248723 sec): 3 clusters Score: Raw -1160817.961217 + Penalty 2948.697601 = -1157869.263616 nChanged 23 SP:Iteration 35Q (6817.302241 sec): 3 clusters Score: Raw -1160821.843681 + Penalty 2948.697601 = -1157873.146080 nChanged 19 SP:Iteration 36Q (6817.362017 sec): 3 clusters Score: Raw -1160825.447172 + Penalty 2948.697601 = -1157876.749571 nChanged 19 SP:Iteration 37Q (6817.422370 sec): 3 clusters Score: Raw -1160828.539918 + Penalty 2948.697601 = -1157879.842317 nChanged 19 SP:Iteration 38Q (6817.465263 sec): 3 clusters Score: Raw -1160832.834823 + Penalty 2948.697601 = -1157884.137222 nChanged 22 SP:Iteration 39Q (6817.519177 sec): 3 clusters Score: Raw -1160836.401051 + Penalty 2948.697601 = -1157887.703450 nChanged 17 SP:Iteration 40F (6817.577642 sec): 3 clusters Score: Raw -1160839.535554 + Penalty 2948.697601 = -1157890.837953 nChanged 9 SP:Iteration 41Q (6817.642126 sec): 3 clusters Score: Raw -1160842.032057 + Penalty 2948.697601 = -1157893.334456 nChanged 17 SP:Iteration 42Q (6817.677331 sec): 3 clusters Score: Raw -1160845.083263 + Penalty 2948.697601 = -1157896.385661 nChanged 15 SP:Iteration 43Q (6817.732706 sec): 3 clusters Score: Raw -1160847.754968 + Penalty 2948.697601 = -1157899.057367 nChanged 9 SP:Iteration 44Q (6817.805708 sec): 3 clusters Score: Raw -1160849.252060 + Penalty 2948.697601 = -1157900.554459 nChanged 5 SP:Iteration 45Q (6817.852575 sec): 3 clusters Score: Raw -1160850.179368 + Penalty 2948.697601 = -1157901.481767 nChanged 6 SP:Iteration 46Q (6817.908091 sec): 3 clusters Score: Raw -1160851.213284 + Penalty 2948.697601 = -1157902.515683 nChanged 5 SP:Iteration 47Q (6817.968704 sec): 3 clusters Score: Raw -1160851.728223 + Penalty 2948.697601 = -1157903.030622 nChanged 4 SP:Iteration 48Q (6818.015324 sec): 3 clusters Score: Raw -1160853.224573 + Penalty 2948.697601 = -1157904.526972 nChanged 8 SP:Iteration 49Q (6818.083862 sec): 3 clusters Score: Raw -1160854.298751 + Penalty 2948.697601 = -1157905.601150 nChanged 8 SP:Iteration 50Q (6818.138828 sec): 3 clusters Score: Raw -1160855.136301 + Penalty 2948.697601 = -1157906.438700 nChanged 6 SP:Iteration 51Q (6818.184717 sec): 3 clusters Score: Raw -1160855.762217 + Penalty 2948.697601 = -1157907.064616 nChanged 8 SP:Iteration 52Q (6818.242926 sec): 3 clusters Score: Raw -1160856.953511 + Penalty 2948.697601 = -1157908.255910 nChanged 7 SP:Iteration 53Q (6818.303150 sec): 3 clusters Score: Raw -1160857.959825 + Penalty 2948.697601 = -1157909.262224 nChanged 7 SP:Iteration 54Q (6818.358613 sec): 3 clusters Score: Raw -1160859.200963 + Penalty 2948.697601 = -1157910.503362 nChanged 9 SP:Iteration 55Q (6818.420937 sec): 3 clusters Score: Raw -1160860.908704 + Penalty 2948.697601 = -1157912.211103 nChanged 11 SP:Iteration 56Q (6818.463751 sec): 3 clusters Score: Raw -1160862.826792 + Penalty 2948.697601 = -1157914.129191 nChanged 12 SP:Iteration 57Q (6818.506836 sec): 3 clusters Score: Raw -1160864.169614 + Penalty 2948.697601 = -1157915.472013 nChanged 6 SP:Iteration 58Q (6818.579449 sec): 3 clusters Score: Raw -1160865.166328 + Penalty 2948.697601 = -1157916.468727 nChanged 8 SP:Iteration 59Q (6818.621187 sec): 3 clusters Score: Raw -1160866.262442 + Penalty 2948.697601 = -1157917.564841 nChanged 9 SP:Iteration 60F (6818.668755 sec): 3 clusters Score: Raw -1160867.870095 + Penalty 2948.697601 = -1157919.172494 nChanged 12 SP:Iteration 61Q (6818.727567 sec): 3 clusters Score: Raw -1160871.569443 + Penalty 2948.697601 = -1157922.871842 nChanged 12 SP:Iteration 62Q (6818.776209 sec): 3 clusters Score: Raw -1160874.587202 + Penalty 2948.697601 = -1157925.889600 nChanged 16 SP:Iteration 63Q (6818.837350 sec): 3 clusters Score: Raw -1160878.110639 + Penalty 2948.697601 = -1157929.413038 nChanged 12 SP:Iteration 64Q (6818.895885 sec): 3 clusters Score: Raw -1160880.156429 + Penalty 2948.697601 = -1157931.458828 nChanged 10 SP:Iteration 65Q (6818.962715 sec): 3 clusters Score: Raw -1160881.756328 + Penalty 2948.697601 = -1157933.058727 nChanged 6 SP:Iteration 66Q (6818.988625 sec): 3 clusters Score: Raw -1160882.827323 + Penalty 2948.697601 = -1157934.129721 nChanged 6 SP:Iteration 67Q (6819.048431 sec): 3 clusters Score: Raw -1160883.567263 + Penalty 2948.697601 = -1157934.869662 nChanged 3 SP:Iteration 68Q (6819.105006 sec): 3 clusters Score: Raw -1160883.805141 + Penalty 2948.697601 = -1157935.107540 nChanged 1 SP:Iteration 69Q (6819.159680 sec): 3 clusters Score: Raw -1160884.015324 + Penalty 2948.697601 = -1157935.317723 nChanged 0 SP:Iteration 70F (6819.226267 sec): 3 clusters Score: Raw -1160884.015324 + Penalty 2948.697601 = -1157935.317723 nChanged 0 Iteration 59Q (6827.194193 sec): 30 clusters Score: Raw -99932315.104411 + Penalty 63883.449798 = -99868431.654613 nChanged 5255 Iteration 60F (6840.741071 sec): 30 clusters Score: Raw -99934650.294145 + Penalty 63883.449798 = -99870766.844347 nChanged 4392 Iteration 61Q (6847.284919 sec): 30 clusters Score: Raw -99936029.783970 + Penalty 63883.449798 = -99872146.334172 nChanged 3828 Iteration 62Q (6853.696587 sec): 30 clusters Score: Raw -99936857.650257 + Penalty 63883.449798 = -99872974.200460 nChanged 3458 Iteration 63Q (6860.191799 sec): 30 clusters Score: Raw -99937476.042080 + Penalty 63883.449798 = -99873592.592282 nChanged 3166 Iteration 64Q (6866.680426 sec): 30 clusters Score: Raw -99937989.149101 + Penalty 63883.449798 = -99874105.699304 nChanged 2947 Iteration 65Q (6873.099545 sec): 30 clusters Score: Raw -99938443.667135 + Penalty 63883.449798 = -99874560.217337 nChanged 2824 Iteration 66Q (6879.523228 sec): 30 clusters Score: Raw -99938852.768299 + Penalty 63883.449798 = -99874969.318501 nChanged 2694 Iteration 67Q (6886.090032 sec): 30 clusters Score: Raw -99939221.524671 + Penalty 63883.449798 = -99875338.074874 nChanged 2567 Iteration 68Q (6892.636504 sec): 30 clusters Score: Raw -99939560.346426 + Penalty 63883.449798 = -99875676.896628 nChanged 2376 Iteration 69Q (6899.082368 sec): 30 clusters Score: Raw -99939855.159831 + Penalty 63883.449798 = -99875971.710033 nChanged 2297 Iteration 70Q (6905.556275 sec): 30 clusters Score: Raw -99940145.205449 + Penalty 63883.449798 = -99876261.755652 nChanged 2241 Iteration 71Q (6911.773701 sec): 30 clusters Score: Raw -99940430.995221 + Penalty 63883.449798 = -99876547.545424 nChanged 2159 Iteration 72Q (6918.339523 sec): 30 clusters Score: Raw -99940695.740739 + Penalty 63883.449798 = -99876812.290942 nChanged 1993 Iteration 73Q (6924.794962 sec): 30 clusters Score: Raw -99940918.769619 + Penalty 63883.449798 = -99877035.319822 nChanged 1852 Iteration 74Q (6931.211631 sec): 30 clusters Score: Raw -99941110.357361 + Penalty 63883.449798 = -99877226.907563 nChanged 1732 Iteration 75Q (6937.779340 sec): 30 clusters Score: Raw -99941287.699855 + Penalty 63883.449798 = -99877404.250057 nChanged 1641 Iteration 76Q (6944.213386 sec): 30 clusters Score: Raw -99941438.646837 + Penalty 63883.449798 = -99877555.197039 nChanged 1522 Iteration 77Q (6950.661700 sec): 30 clusters Score: Raw -99941579.535458 + Penalty 63883.449798 = -99877696.085660 nChanged 1473 Iteration 78Q (6957.020919 sec): 30 clusters Score: Raw -99941710.901501 + Penalty 63883.449798 = -99877827.451704 nChanged 1422 Iteration 79Q (6963.560652 sec): 30 clusters Score: Raw -99941832.838379 + Penalty 63883.449798 = -99877949.388581 nChanged 1417 Iteration 80F (6977.042883 sec): 30 clusters Score: Raw -99942027.293907 + Penalty 63883.449798 = -99878143.844110 nChanged 1442 Iteration 81Q (6983.657982 sec): 30 clusters Score: Raw -99942206.566134 + Penalty 63883.449798 = -99878323.116336 nChanged 1391 Iteration 82Q (6989.900397 sec): 30 clusters Score: Raw -99942360.541829 + Penalty 63883.449798 = -99878477.092031 nChanged 1375 Iteration 83Q (6996.210409 sec): 30 clusters Score: Raw -99942499.879118 + Penalty 63883.449798 = -99878616.429320 nChanged 1336 Iteration 84Q (7002.527794 sec): 30 clusters Score: Raw -99942623.568777 + Penalty 63883.449798 = -99878740.118980 nChanged 1228 Iteration 85Q (7008.876303 sec): 30 clusters Score: Raw -99942725.198781 + Penalty 63883.449798 = -99878841.748983 nChanged 1157 Iteration 86Q (7015.359817 sec): 30 clusters Score: Raw -99942821.529367 + Penalty 63883.449798 = -99878938.079570 nChanged 1160 Iteration 87Q (7021.902013 sec): 30 clusters Score: Raw -99942916.295307 + Penalty 63883.449798 = -99879032.845510 nChanged 1106 Iteration 88Q (7028.476237 sec): 30 clusters Score: Raw -99942998.420406 + Penalty 63883.449798 = -99879114.970608 nChanged 1102 Iteration 89Q (7035.074844 sec): 30 clusters Score: Raw -99943076.348894 + Penalty 63883.449798 = -99879192.899096 nChanged 1040 Iteration 90Q (7041.532647 sec): 30 clusters Score: Raw -99943147.896826 + Penalty 63883.449798 = -99879264.447028 nChanged 953 Iteration 91Q (7048.068297 sec): 30 clusters Score: Raw -99943214.199078 + Penalty 63883.449798 = -99879330.749280 nChanged 924 Iteration 92Q (7054.572228 sec): 30 clusters Score: Raw -99943279.500387 + Penalty 63883.449798 = -99879396.050589 nChanged 882 Iteration 93Q (7060.981749 sec): 30 clusters Score: Raw -99943338.363467 + Penalty 63883.449798 = -99879454.913670 nChanged 894 Iteration 94Q (7067.427584 sec): 30 clusters Score: Raw -99943393.729282 + Penalty 63883.449798 = -99879510.279484 nChanged 827 Iteration 95Q (7073.799378 sec): 30 clusters Score: Raw -99943444.658522 + Penalty 63883.449798 = -99879561.208724 nChanged 834 Iteration 96Q (7080.116774 sec): 30 clusters Score: Raw -99943494.555844 + Penalty 63883.449798 = -99879611.106046 nChanged 836 Iteration 97Q (7086.423342 sec): 30 clusters Score: Raw -99943543.843364 + Penalty 63883.449798 = -99879660.393566 nChanged 857 Iteration 98Q (7092.792674 sec): 30 clusters Score: Raw -99943592.291845 + Penalty 63883.449798 = -99879708.842048 nChanged 800 Writing temp clu file Because OldScore, -99879660.393566, is greater than current (better) Score,-99879708.842048 Compute initial score before splitting: Score: Raw -99943592.291845 + Penalty 63883.449798 = -99879708.842048 Trying to split cluster 1 (4209 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7093.001379 sec): 2 clusters Score: Raw -560271.187812 + Penalty 1356.059310 = -558915.128502 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7093.056086 sec): 3 clusters Score: Raw -558213.234328 + Penalty 2712.118620 = -555501.115708 nChanged 1644 SP:Iteration 1F (7093.110785 sec): 3 clusters Score: Raw -559166.122841 + Penalty 2712.118620 = -556454.004221 nChanged 311 SP:Iteration 2F (7093.166728 sec): 3 clusters Score: Raw -559330.654312 + Penalty 2712.118620 = -556618.535692 nChanged 197 SP:Iteration 3Q (7093.218079 sec): 3 clusters Score: Raw -559437.732257 + Penalty 2712.118620 = -556725.613637 nChanged 154 SP:Iteration 4Q (7093.269509 sec): 3 clusters Score: Raw -559514.984190 + Penalty 2712.118620 = -556802.865570 nChanged 124 SP:Iteration 5Q (7093.318575 sec): 3 clusters Score: Raw -559569.839277 + Penalty 2712.118620 = -556857.720657 nChanged 90 SP:Iteration 6Q (7093.371254 sec): 3 clusters Score: Raw -559616.202678 + Penalty 2712.118620 = -556904.084058 nChanged 90 SP:Iteration 7Q (7093.425975 sec): 3 clusters Score: Raw -559661.375207 + Penalty 2712.118620 = -556949.256588 nChanged 93 SP:Iteration 8Q (7093.480810 sec): 3 clusters Score: Raw -559703.474553 + Penalty 2712.118620 = -556991.355933 nChanged 82 SP:Iteration 9Q (7093.529111 sec): 3 clusters Score: Raw -559742.861416 + Penalty 2712.118620 = -557030.742796 nChanged 93 SP:Iteration 10Q (7093.586438 sec): 3 clusters Score: Raw -559785.764387 + Penalty 2712.118620 = -557073.645767 nChanged 77 SP:Iteration 11Q (7093.626706 sec): 3 clusters Score: Raw -559816.671372 + Penalty 2712.118620 = -557104.552752 nChanged 73 SP:Iteration 12Q (7093.672560 sec): 3 clusters Score: Raw -559848.319668 + Penalty 2712.118620 = -557136.201048 nChanged 67 SP:Iteration 13Q (7093.718417 sec): 3 clusters Score: Raw -559875.661703 + Penalty 2712.118620 = -557163.543083 nChanged 61 SP:Iteration 14Q (7093.764023 sec): 3 clusters Score: Raw -559898.827299 + Penalty 2712.118620 = -557186.708679 nChanged 56 SP:Iteration 15Q (7093.811900 sec): 3 clusters Score: Raw -559922.190729 + Penalty 2712.118620 = -557210.072109 nChanged 63 SP:Iteration 16Q (7093.856480 sec): 3 clusters Score: Raw -559954.556453 + Penalty 2712.118620 = -557242.437833 nChanged 58 SP:Iteration 17Q (7093.906135 sec): 3 clusters Score: Raw -559980.506197 + Penalty 2712.118620 = -557268.387577 nChanged 44 SP:Iteration 18Q (7093.960694 sec): 3 clusters Score: Raw -559995.552973 + Penalty 2712.118620 = -557283.434353 nChanged 44 SP:Iteration 19Q (7094.015113 sec): 3 clusters Score: Raw -560009.865443 + Penalty 2712.118620 = -557297.746823 nChanged 42 SP:Iteration 20F (7094.070177 sec): 3 clusters Score: Raw -560026.299136 + Penalty 2712.118620 = -557314.180517 nChanged 48 SP:Iteration 21Q (7094.124363 sec): 3 clusters Score: Raw -560042.822113 + Penalty 2712.118620 = -557330.703493 nChanged 41 SP:Iteration 22Q (7094.170103 sec): 3 clusters Score: Raw -560059.265494 + Penalty 2712.118620 = -557347.146874 nChanged 49 SP:Iteration 23Q (7094.215271 sec): 3 clusters Score: Raw -560079.502796 + Penalty 2712.118620 = -557367.384176 nChanged 47 SP:Iteration 24Q (7094.260579 sec): 3 clusters Score: Raw -560101.098689 + Penalty 2712.118620 = -557388.980069 nChanged 47 SP:Iteration 25Q (7094.310510 sec): 3 clusters Score: Raw -560120.729856 + Penalty 2712.118620 = -557408.611236 nChanged 40 SP:Iteration 26Q (7094.352500 sec): 3 clusters Score: Raw -560135.706926 + Penalty 2712.118620 = -557423.588306 nChanged 40 SP:Iteration 27Q (7094.371894 sec): 3 clusters Score: Raw -560151.093643 + Penalty 2712.118620 = -557438.975024 nChanged 38 SP:Iteration 28Q (7094.390949 sec): 3 clusters Score: Raw -560168.626733 + Penalty 2712.118620 = -557456.508113 nChanged 38 SP:Iteration 29Q (7094.446751 sec): 3 clusters Score: Raw -560184.785709 + Penalty 2712.118620 = -557472.667089 nChanged 39 SP:Iteration 30Q (7094.498118 sec): 3 clusters Score: Raw -560199.885136 + Penalty 2712.118620 = -557487.766516 nChanged 32 SP:Iteration 31Q (7094.552242 sec): 3 clusters Score: Raw -560213.265471 + Penalty 2712.118620 = -557501.146851 nChanged 37 SP:Iteration 32Q (7094.607608 sec): 3 clusters Score: Raw -560228.073651 + Penalty 2712.118620 = -557515.955032 nChanged 25 SP:Iteration 33Q (7094.658740 sec): 3 clusters Score: Raw -560238.342260 + Penalty 2712.118620 = -557526.223640 nChanged 22 SP:Iteration 34Q (7094.709852 sec): 3 clusters Score: Raw -560245.833583 + Penalty 2712.118620 = -557533.714963 nChanged 19 SP:Iteration 35Q (7094.756906 sec): 3 clusters Score: Raw -560253.103095 + Penalty 2712.118620 = -557540.984475 nChanged 25 SP:Iteration 36Q (7094.809387 sec): 3 clusters Score: Raw -560262.982611 + Penalty 2712.118620 = -557550.863991 nChanged 22 SP:Iteration 37Q (7094.863926 sec): 3 clusters Score: Raw -560270.801772 + Penalty 2712.118620 = -557558.683152 nChanged 22 SP:Iteration 38Q (7094.915684 sec): 3 clusters Score: Raw -560279.326081 + Penalty 2712.118620 = -557567.207462 nChanged 25 SP:Iteration 39Q (7094.966624 sec): 3 clusters Score: Raw -560290.126456 + Penalty 2712.118620 = -557578.007836 nChanged 16 SP:Iteration 40F (7095.025522 sec): 3 clusters Score: Raw -560298.406242 + Penalty 2712.118620 = -557586.287622 nChanged 19 SP:Iteration 41Q (7095.065152 sec): 3 clusters Score: Raw -560308.336196 + Penalty 2712.118620 = -557596.217576 nChanged 18 SP:Iteration 42Q (7095.119180 sec): 3 clusters Score: Raw -560316.540833 + Penalty 2712.118620 = -557604.422213 nChanged 19 SP:Iteration 43Q (7095.164233 sec): 3 clusters Score: Raw -560324.019554 + Penalty 2712.118620 = -557611.900934 nChanged 18 SP:Iteration 44Q (7095.213049 sec): 3 clusters Score: Raw -560331.988522 + Penalty 2712.118620 = -557619.869902 nChanged 20 SP:Iteration 45Q (7095.262106 sec): 3 clusters Score: Raw -560339.461493 + Penalty 2712.118620 = -557627.342873 nChanged 15 SP:Iteration 46Q (7095.315595 sec): 3 clusters Score: Raw -560344.739047 + Penalty 2712.118620 = -557632.620427 nChanged 9 SP:Iteration 47Q (7095.369918 sec): 3 clusters Score: Raw -560348.169728 + Penalty 2712.118620 = -557636.051108 nChanged 8 SP:Iteration 48Q (7095.424961 sec): 3 clusters Score: Raw -560350.756675 + Penalty 2712.118620 = -557638.638055 nChanged 5 SP:Iteration 49Q (7095.484523 sec): 3 clusters Score: Raw -560353.687166 + Penalty 2712.118620 = -557641.568546 nChanged 6 SP:Iteration 50Q (7095.529301 sec): 3 clusters Score: Raw -560356.987532 + Penalty 2712.118620 = -557644.868912 nChanged 6 SP:Iteration 51Q (7095.582409 sec): 3 clusters Score: Raw -560360.470008 + Penalty 2712.118620 = -557648.351388 nChanged 11 SP:Iteration 52Q (7095.636272 sec): 3 clusters Score: Raw -560364.224405 + Penalty 2712.118620 = -557652.105785 nChanged 11 SP:Iteration 53Q (7095.690885 sec): 3 clusters Score: Raw -560370.747898 + Penalty 2712.118620 = -557658.629278 nChanged 13 SP:Iteration 54Q (7095.743197 sec): 3 clusters Score: Raw -560376.368636 + Penalty 2712.118620 = -557664.250016 nChanged 13 SP:Iteration 55Q (7095.794000 sec): 3 clusters Score: Raw -560381.646877 + Penalty 2712.118620 = -557669.528257 nChanged 9 SP:Iteration 56Q (7095.847414 sec): 3 clusters Score: Raw -560386.188030 + Penalty 2712.118620 = -557674.069410 nChanged 7 SP:Iteration 57Q (7095.901173 sec): 3 clusters Score: Raw -560388.558214 + Penalty 2712.118620 = -557676.439594 nChanged 6 SP:Iteration 58Q (7095.955069 sec): 3 clusters Score: Raw -560392.351622 + Penalty 2712.118620 = -557680.233002 nChanged 10 SP:Iteration 59Q (7096.003598 sec): 3 clusters Score: Raw -560398.241862 + Penalty 2712.118620 = -557686.123242 nChanged 6 SP:Iteration 60F (7096.058536 sec): 3 clusters Score: Raw -560400.643200 + Penalty 2712.118620 = -557688.524580 nChanged 7 SP:Iteration 61Q (7096.113343 sec): 3 clusters Score: Raw -560404.336220 + Penalty 2712.118620 = -557692.217600 nChanged 6 SP:Iteration 62Q (7096.166325 sec): 3 clusters Score: Raw -560407.385205 + Penalty 2712.118620 = -557695.266585 nChanged 10 SP:Iteration 63Q (7096.220495 sec): 3 clusters Score: Raw -560413.928729 + Penalty 2712.118620 = -557701.810109 nChanged 6 SP:Iteration 64Q (7096.276578 sec): 3 clusters Score: Raw -560416.622742 + Penalty 2712.118620 = -557704.504122 nChanged 6 SP:Iteration 65Q (7096.329318 sec): 3 clusters Score: Raw -560418.681553 + Penalty 2712.118620 = -557706.562933 nChanged 6 SP:Iteration 66Q (7096.382722 sec): 3 clusters Score: Raw -560421.018640 + Penalty 2712.118620 = -557708.900020 nChanged 2 SP:Iteration 67Q (7096.436566 sec): 3 clusters Score: Raw -560421.549950 + Penalty 2712.118620 = -557709.431331 nChanged 2 SP:Iteration 68Q (7096.490485 sec): 3 clusters Score: Raw -560422.837415 + Penalty 2712.118620 = -557710.718795 nChanged 1 SP:Iteration 69Q (7096.543957 sec): 3 clusters Score: Raw -560423.027141 + Penalty 2712.118620 = -557710.908521 nChanged 0 SP:Iteration 70F (7096.588907 sec): 3 clusters Score: Raw -560423.027141 + Penalty 2712.118620 = -557710.908521 nChanged 0 Trying to split cluster 2 (6189 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7096.621748 sec): 2 clusters Score: Raw -796131.530894 + Penalty 1418.710930 = -794712.819964 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7096.673373 sec): 3 clusters Score: Raw -792767.663818 + Penalty 2837.421861 = -789930.241958 nChanged 2613 SP:Iteration 1F (7096.731382 sec): 3 clusters Score: Raw -794184.075983 + Penalty 2837.421861 = -791346.654122 nChanged 429 SP:Iteration 2F (7096.790353 sec): 3 clusters Score: Raw -794389.954730 + Penalty 2837.421861 = -791552.532870 nChanged 309 SP:Iteration 3Q (7096.849034 sec): 3 clusters Score: Raw -794538.003090 + Penalty 2837.421861 = -791700.581229 nChanged 285 SP:Iteration 4Q (7096.908032 sec): 3 clusters Score: Raw -794675.585197 + Penalty 2837.421861 = -791838.163336 nChanged 276 SP:Iteration 5Q (7096.954544 sec): 3 clusters Score: Raw -794815.986068 + Penalty 2837.421861 = -791978.564208 nChanged 271 SP:Iteration 6Q (7097.012813 sec): 3 clusters Score: Raw -794958.324260 + Penalty 2837.421861 = -792120.902400 nChanged 256 SP:Iteration 7Q (7097.071068 sec): 3 clusters Score: Raw -795100.891932 + Penalty 2837.421861 = -792263.470071 nChanged 227 SP:Iteration 8Q (7097.130084 sec): 3 clusters Score: Raw -795235.273731 + Penalty 2837.421861 = -792397.851870 nChanged 227 SP:Iteration 9Q (7097.174754 sec): 3 clusters Score: Raw -795365.254547 + Penalty 2837.421861 = -792527.832686 nChanged 226 SP:Iteration 10Q (7097.226617 sec): 3 clusters Score: Raw -795495.499334 + Penalty 2837.421861 = -792658.077473 nChanged 190 SP:Iteration 11Q (7097.284481 sec): 3 clusters Score: Raw -795601.134947 + Penalty 2837.421861 = -792763.713087 nChanged 163 SP:Iteration 12Q (7097.342239 sec): 3 clusters Score: Raw -795688.564253 + Penalty 2837.421861 = -792851.142393 nChanged 142 SP:Iteration 13Q (7097.400427 sec): 3 clusters Score: Raw -795771.290490 + Penalty 2837.421861 = -792933.868629 nChanged 138 SP:Iteration 14Q (7097.460780 sec): 3 clusters Score: Raw -795861.861473 + Penalty 2837.421861 = -793024.439612 nChanged 129 SP:Iteration 15Q (7097.509084 sec): 3 clusters Score: Raw -795947.204699 + Penalty 2837.421861 = -793109.782838 nChanged 125 SP:Iteration 16Q (7097.567145 sec): 3 clusters Score: Raw -796030.744893 + Penalty 2837.421861 = -793193.323032 nChanged 107 SP:Iteration 17Q (7097.621501 sec): 3 clusters Score: Raw -796093.872358 + Penalty 2837.421861 = -793256.450498 nChanged 81 SP:Iteration 18Q (7097.683658 sec): 3 clusters Score: Raw -796135.586094 + Penalty 2837.421861 = -793298.164234 nChanged 63 SP:Iteration 19Q (7097.726720 sec): 3 clusters Score: Raw -796173.140504 + Penalty 2837.421861 = -793335.718643 nChanged 55 SP:Iteration 20F (7097.776367 sec): 3 clusters Score: Raw -796208.679939 + Penalty 2837.421861 = -793371.258079 nChanged 68 SP:Iteration 21Q (7097.827788 sec): 3 clusters Score: Raw -796242.125518 + Penalty 2837.421861 = -793404.703657 nChanged 51 SP:Iteration 22Q (7097.879739 sec): 3 clusters Score: Raw -796268.871718 + Penalty 2837.421861 = -793431.449857 nChanged 36 SP:Iteration 23Q (7097.937346 sec): 3 clusters Score: Raw -796286.512875 + Penalty 2837.421861 = -793449.091015 nChanged 31 SP:Iteration 24Q (7097.989331 sec): 3 clusters Score: Raw -796300.652571 + Penalty 2837.421861 = -793463.230711 nChanged 22 SP:Iteration 25Q (7098.047583 sec): 3 clusters Score: Raw -796309.211019 + Penalty 2837.421861 = -793471.789158 nChanged 21 SP:Iteration 26Q (7098.103770 sec): 3 clusters Score: Raw -796314.759768 + Penalty 2837.421861 = -793477.337908 nChanged 12 SP:Iteration 27Q (7098.160862 sec): 3 clusters Score: Raw -796318.508593 + Penalty 2837.421861 = -793481.086732 nChanged 6 SP:Iteration 28Q (7098.217594 sec): 3 clusters Score: Raw -796320.240533 + Penalty 2837.421861 = -793482.818672 nChanged 5 SP:Iteration 29Q (7098.279222 sec): 3 clusters Score: Raw -796321.625546 + Penalty 2837.421861 = -793484.203686 nChanged 4 SP:Iteration 30Q (7098.324013 sec): 3 clusters Score: Raw -796323.030913 + Penalty 2837.421861 = -793485.609053 nChanged 4 SP:Iteration 31Q (7098.391984 sec): 3 clusters Score: Raw -796324.503058 + Penalty 2837.421861 = -793487.081197 nChanged 8 SP:Iteration 32Q (7098.437374 sec): 3 clusters Score: Raw -796326.972830 + Penalty 2837.421861 = -793489.550969 nChanged 7 SP:Iteration 33Q (7098.488533 sec): 3 clusters Score: Raw -796329.095395 + Penalty 2837.421861 = -793491.673534 nChanged 9 SP:Iteration 34Q (7098.530456 sec): 3 clusters Score: Raw -796332.450590 + Penalty 2837.421861 = -793495.028729 nChanged 6 SP:Iteration 35Q (7098.583451 sec): 3 clusters Score: Raw -796334.418143 + Penalty 2837.421861 = -793496.996282 nChanged 6 SP:Iteration 36Q (7098.639966 sec): 3 clusters Score: Raw -796336.412947 + Penalty 2837.421861 = -793498.991086 nChanged 7 SP:Iteration 37Q (7098.693569 sec): 3 clusters Score: Raw -796339.106508 + Penalty 2837.421861 = -793501.684648 nChanged 9 SP:Iteration 38Q (7098.757794 sec): 3 clusters Score: Raw -796343.504571 + Penalty 2837.421861 = -793506.082711 nChanged 11 SP:Iteration 39Q (7098.807491 sec): 3 clusters Score: Raw -796350.608206 + Penalty 2837.421861 = -793513.186345 nChanged 13 SP:Iteration 40F (7098.859486 sec): 3 clusters Score: Raw -796355.304594 + Penalty 2837.421861 = -793517.882733 nChanged 10 SP:Iteration 41Q (7098.915781 sec): 3 clusters Score: Raw -796359.876306 + Penalty 2837.421861 = -793522.454445 nChanged 11 SP:Iteration 42Q (7098.972352 sec): 3 clusters Score: Raw -796365.425396 + Penalty 2837.421861 = -793528.003535 nChanged 13 SP:Iteration 43Q (7099.031342 sec): 3 clusters Score: Raw -796372.357108 + Penalty 2837.421861 = -793534.935247 nChanged 12 SP:Iteration 44Q (7099.070843 sec): 3 clusters Score: Raw -796376.758396 + Penalty 2837.421861 = -793539.336535 nChanged 8 SP:Iteration 45Q (7099.124243 sec): 3 clusters Score: Raw -796379.988470 + Penalty 2837.421861 = -793542.566609 nChanged 5 SP:Iteration 46Q (7099.181590 sec): 3 clusters Score: Raw -796382.169534 + Penalty 2837.421861 = -793544.747674 nChanged 3 SP:Iteration 47Q (7099.239345 sec): 3 clusters Score: Raw -796383.143458 + Penalty 2837.421861 = -793545.721598 nChanged 4 SP:Iteration 48Q (7099.290567 sec): 3 clusters Score: Raw -796384.676575 + Penalty 2837.421861 = -793547.254714 nChanged 3 SP:Iteration 49Q (7099.343933 sec): 3 clusters Score: Raw -796385.645846 + Penalty 2837.421861 = -793548.223986 nChanged 4 SP:Iteration 50Q (7099.392066 sec): 3 clusters Score: Raw -796387.410424 + Penalty 2837.421861 = -793549.988564 nChanged 6 SP:Iteration 51Q (7099.449318 sec): 3 clusters Score: Raw -796389.327276 + Penalty 2837.421861 = -793551.905416 nChanged 6 SP:Iteration 52Q (7099.507114 sec): 3 clusters Score: Raw -796391.435453 + Penalty 2837.421861 = -793554.013592 nChanged 7 SP:Iteration 53Q (7099.564697 sec): 3 clusters Score: Raw -796393.502314 + Penalty 2837.421861 = -793556.080454 nChanged 2 SP:Iteration 54Q (7099.617889 sec): 3 clusters Score: Raw -796394.416547 + Penalty 2837.421861 = -793556.994686 nChanged 2 SP:Iteration 55Q (7099.663708 sec): 3 clusters Score: Raw -796394.955459 + Penalty 2837.421861 = -793557.533598 nChanged 3 SP:Iteration 56Q (7099.720333 sec): 3 clusters Score: Raw -796396.258623 + Penalty 2837.421861 = -793558.836763 nChanged 5 SP:Iteration 57Q (7099.777610 sec): 3 clusters Score: Raw -796398.491088 + Penalty 2837.421861 = -793561.069228 nChanged 8 SP:Iteration 58Q (7099.837473 sec): 3 clusters Score: Raw -796401.523784 + Penalty 2837.421861 = -793564.101924 nChanged 5 SP:Iteration 59Q (7099.857638 sec): 3 clusters Score: Raw -796404.094942 + Penalty 2837.421861 = -793566.673081 nChanged 7 SP:Iteration 60F (7099.923247 sec): 3 clusters Score: Raw -796406.343143 + Penalty 2837.421861 = -793568.921283 nChanged 4 SP:Iteration 61Q (7099.970766 sec): 3 clusters Score: Raw -796408.012687 + Penalty 2837.421861 = -793570.590826 nChanged 5 SP:Iteration 62Q (7100.027113 sec): 3 clusters Score: Raw -796410.428540 + Penalty 2837.421861 = -793573.006679 nChanged 6 SP:Iteration 63Q (7100.083753 sec): 3 clusters Score: Raw -796411.825095 + Penalty 2837.421861 = -793574.403234 nChanged 5 SP:Iteration 64Q (7100.134069 sec): 3 clusters Score: Raw -796412.696419 + Penalty 2837.421861 = -793575.274558 nChanged 1 SP:Iteration 65Q (7100.184123 sec): 3 clusters Score: Raw -796412.950266 + Penalty 2837.421861 = -793575.528405 nChanged 0 SP:Iteration 66F (7100.232506 sec): 3 clusters Score: Raw -796412.950266 + Penalty 2837.421861 = -793575.528405 nChanged 0 Trying to split cluster 3 (13442 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7100.272186 sec): 2 clusters Score: Raw -1814371.566886 + Penalty 1544.747655 = -1812826.819231 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7100.332433 sec): 3 clusters Score: Raw -1806504.202079 + Penalty 3089.495309 = -1803414.706770 nChanged 5997 SP:Iteration 1F (7100.399541 sec): 3 clusters Score: Raw -1809936.047272 + Penalty 3089.495309 = -1806846.551963 nChanged 864 SP:Iteration 2F (7100.461865 sec): 3 clusters Score: Raw -1810384.898629 + Penalty 3089.495309 = -1807295.403320 nChanged 820 SP:Iteration 3F (7100.530603 sec): 3 clusters Score: Raw -1810971.183309 + Penalty 3089.495309 = -1807881.688000 nChanged 863 SP:Iteration 4F (7100.596019 sec): 3 clusters Score: Raw -1811694.123969 + Penalty 3089.495309 = -1808604.628660 nChanged 916 SP:Iteration 5F (7100.658863 sec): 3 clusters Score: Raw -1812548.312575 + Penalty 3089.495309 = -1809458.817266 nChanged 952 SP:Iteration 6F (7100.727274 sec): 3 clusters Score: Raw -1813515.941654 + Penalty 3089.495309 = -1810426.446345 nChanged 870 SP:Iteration 7F (7100.798082 sec): 3 clusters Score: Raw -1814273.764887 + Penalty 3089.495309 = -1811184.269578 nChanged 681 SP:Iteration 8F (7100.863787 sec): 3 clusters Score: Raw -1814805.566656 + Penalty 3089.495309 = -1811716.071347 nChanged 515 SP:Iteration 9Q (7100.930924 sec): 3 clusters Score: Raw -1815138.226967 + Penalty 3089.495309 = -1812048.731658 nChanged 359 SP:Iteration 10Q (7100.999929 sec): 3 clusters Score: Raw -1815328.486499 + Penalty 3089.495309 = -1812238.991190 nChanged 288 SP:Iteration 11Q (7101.066498 sec): 3 clusters Score: Raw -1815466.002989 + Penalty 3089.495309 = -1812376.507680 nChanged 202 SP:Iteration 12Q (7101.124656 sec): 3 clusters Score: Raw -1815547.148944 + Penalty 3089.495309 = -1812457.653635 nChanged 155 SP:Iteration 13Q (7101.192203 sec): 3 clusters Score: Raw -1815599.226080 + Penalty 3089.495309 = -1812509.730771 nChanged 139 SP:Iteration 14Q (7101.260835 sec): 3 clusters Score: Raw -1815644.710045 + Penalty 3089.495309 = -1812555.214736 nChanged 127 SP:Iteration 15Q (7101.331588 sec): 3 clusters Score: Raw -1815688.997391 + Penalty 3089.495309 = -1812599.502082 nChanged 112 SP:Iteration 16Q (7101.388201 sec): 3 clusters Score: Raw -1815733.846347 + Penalty 3089.495309 = -1812644.351038 nChanged 126 SP:Iteration 17Q (7101.451924 sec): 3 clusters Score: Raw -1815786.829832 + Penalty 3089.495309 = -1812697.334523 nChanged 114 SP:Iteration 18Q (7101.518037 sec): 3 clusters Score: Raw -1815829.224875 + Penalty 3089.495309 = -1812739.729565 nChanged 113 SP:Iteration 19Q (7101.580689 sec): 3 clusters Score: Raw -1815870.455631 + Penalty 3089.495309 = -1812780.960322 nChanged 104 SP:Iteration 20F (7101.646183 sec): 3 clusters Score: Raw -1815903.674676 + Penalty 3089.495309 = -1812814.179367 nChanged 88 SP:Iteration 21Q (7101.709001 sec): 3 clusters Score: Raw -1815937.060190 + Penalty 3089.495309 = -1812847.564881 nChanged 100 SP:Iteration 22Q (7101.768637 sec): 3 clusters Score: Raw -1815973.387237 + Penalty 3089.495309 = -1812883.891928 nChanged 88 SP:Iteration 23Q (7101.836948 sec): 3 clusters Score: Raw -1816004.594827 + Penalty 3089.495309 = -1812915.099518 nChanged 81 SP:Iteration 24Q (7101.902831 sec): 3 clusters Score: Raw -1816027.290521 + Penalty 3089.495309 = -1812937.795212 nChanged 70 SP:Iteration 25Q (7101.970869 sec): 3 clusters Score: Raw -1816050.830727 + Penalty 3089.495309 = -1812961.335418 nChanged 76 SP:Iteration 26Q (7102.027830 sec): 3 clusters Score: Raw -1816075.894995 + Penalty 3089.495309 = -1812986.399686 nChanged 69 SP:Iteration 27Q (7102.087531 sec): 3 clusters Score: Raw -1816100.130823 + Penalty 3089.495309 = -1813010.635514 nChanged 67 SP:Iteration 28Q (7102.157414 sec): 3 clusters Score: Raw -1816124.899474 + Penalty 3089.495309 = -1813035.404165 nChanged 80 SP:Iteration 29Q (7102.218522 sec): 3 clusters Score: Raw -1816149.808097 + Penalty 3089.495309 = -1813060.312788 nChanged 72 SP:Iteration 30Q (7102.284852 sec): 3 clusters Score: Raw -1816173.387651 + Penalty 3089.495309 = -1813083.892342 nChanged 56 SP:Iteration 31Q (7102.355189 sec): 3 clusters Score: Raw -1816189.974198 + Penalty 3089.495309 = -1813100.478889 nChanged 49 SP:Iteration 32Q (7102.418799 sec): 3 clusters Score: Raw -1816203.007660 + Penalty 3089.495309 = -1813113.512351 nChanged 43 SP:Iteration 33Q (7102.472797 sec): 3 clusters Score: Raw -1816213.157222 + Penalty 3089.495309 = -1813123.661913 nChanged 33 SP:Iteration 34Q (7102.546281 sec): 3 clusters Score: Raw -1816219.151511 + Penalty 3089.495309 = -1813129.656202 nChanged 25 SP:Iteration 35Q (7102.607049 sec): 3 clusters Score: Raw -1816222.624500 + Penalty 3089.495309 = -1813133.129191 nChanged 26 SP:Iteration 36Q (7102.674641 sec): 3 clusters Score: Raw -1816226.983572 + Penalty 3089.495309 = -1813137.488263 nChanged 25 SP:Iteration 37Q (7102.731783 sec): 3 clusters Score: Raw -1816231.430930 + Penalty 3089.495309 = -1813141.935621 nChanged 26 SP:Iteration 38Q (7102.798318 sec): 3 clusters Score: Raw -1816235.787025 + Penalty 3089.495309 = -1813146.291716 nChanged 23 SP:Iteration 39Q (7102.860520 sec): 3 clusters Score: Raw -1816239.220751 + Penalty 3089.495309 = -1813149.725442 nChanged 19 SP:Iteration 40F (7102.925881 sec): 3 clusters Score: Raw -1816241.962041 + Penalty 3089.495309 = -1813152.466732 nChanged 13 SP:Iteration 41Q (7102.983881 sec): 3 clusters Score: Raw -1816243.625097 + Penalty 3089.495309 = -1813154.129788 nChanged 8 SP:Iteration 42Q (7103.046015 sec): 3 clusters Score: Raw -1816244.939241 + Penalty 3089.495309 = -1813155.443932 nChanged 7 SP:Iteration 43Q (7103.112499 sec): 3 clusters Score: Raw -1816245.971917 + Penalty 3089.495309 = -1813156.476608 nChanged 5 SP:Iteration 44Q (7103.181020 sec): 3 clusters Score: Raw -1816246.560756 + Penalty 3089.495309 = -1813157.065447 nChanged 3 SP:Iteration 45Q (7103.235492 sec): 3 clusters Score: Raw -1816247.021879 + Penalty 3089.495309 = -1813157.526569 nChanged 6 SP:Iteration 46Q (7103.301658 sec): 3 clusters Score: Raw -1816247.797768 + Penalty 3089.495309 = -1813158.302459 nChanged 5 SP:Iteration 47Q (7103.370008 sec): 3 clusters Score: Raw -1816248.302325 + Penalty 3089.495309 = -1813158.807016 nChanged 3 SP:Iteration 48Q (7103.431338 sec): 3 clusters Score: Raw -1816248.436493 + Penalty 3089.495309 = -1813158.941184 nChanged 6 SP:Iteration 49Q (7103.497381 sec): 3 clusters Score: Raw -1816249.436321 + Penalty 3089.495309 = -1813159.941012 nChanged 7 SP:Iteration 50Q (7103.556718 sec): 3 clusters Score: Raw -1816250.264057 + Penalty 3089.495309 = -1813160.768748 nChanged 6 SP:Iteration 51Q (7103.632929 sec): 3 clusters Score: Raw -1816251.074918 + Penalty 3089.495309 = -1813161.579608 nChanged 5 SP:Iteration 52Q (7103.687964 sec): 3 clusters Score: Raw -1816251.647876 + Penalty 3089.495309 = -1813162.152567 nChanged 2 SP:Iteration 53Q (7103.756735 sec): 3 clusters Score: Raw -1816251.786283 + Penalty 3089.495309 = -1813162.290974 nChanged 0 SP:Iteration 54F (7103.831429 sec): 3 clusters Score: Raw -1816251.786283 + Penalty 3089.495309 = -1813162.290974 nChanged 0 Score: Raw -99945502.194297 + Penalty 66086.327377 = -99879415.866920 Splitting cluster 3 changes total score from -99879708.842048 to -99879415.866920 So it's not getting split. Trying to split cluster 4 (285076 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7118.140209 sec): 2 clusters Score: Raw -38021512.758088 + Penalty 2041.083052 = -38019471.675036 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7118.614837 sec): 3 clusters Score: Raw -37831042.301624 + Penalty 4082.166104 = -37826960.135520 nChanged 139196 SP:Iteration 1F (7119.091041 sec): 3 clusters Score: Raw -37916368.162649 + Penalty 4082.166104 = -37912285.996545 nChanged 11745 SP:Iteration 2Q (7119.609308 sec): 3 clusters Score: Raw -37920751.180465 + Penalty 4082.166104 = -37916669.014361 nChanged 14671 SP:Iteration 3F (7120.082246 sec): 3 clusters Score: Raw -37927920.304852 + Penalty 4082.166104 = -37923838.138748 nChanged 18345 SP:Iteration 4F (7120.552670 sec): 3 clusters Score: Raw -37939047.785556 + Penalty 4082.166104 = -37934965.619451 nChanged 20969 SP:Iteration 5F (7121.001140 sec): 3 clusters Score: Raw -37953312.452011 + Penalty 4082.166104 = -37949230.285906 nChanged 20418 SP:Iteration 6F (7121.488217 sec): 3 clusters Score: Raw -37967819.809333 + Penalty 4082.166104 = -37963737.643228 nChanged 17614 SP:Iteration 7F (7121.932218 sec): 3 clusters Score: Raw -37980810.101523 + Penalty 4082.166104 = -37976727.935419 nChanged 13801 SP:Iteration 8Q (7122.441939 sec): 3 clusters Score: Raw -37991520.169653 + Penalty 4082.166104 = -37987438.003548 nChanged 10407 SP:Iteration 9Q (7122.915679 sec): 3 clusters Score: Raw -37999176.008078 + Penalty 4082.166104 = -37995093.841974 nChanged 7753 SP:Iteration 10Q (7123.393545 sec): 3 clusters Score: Raw -38004064.699868 + Penalty 4082.166104 = -37999982.533764 nChanged 5820 SP:Iteration 11Q (7123.847863 sec): 3 clusters Score: Raw -38007197.610969 + Penalty 4082.166104 = -38003115.444865 nChanged 4726 SP:Iteration 12Q (7124.269311 sec): 3 clusters Score: Raw -38009478.427222 + Penalty 4082.166104 = -38005396.261118 nChanged 4234 SP:Iteration 13Q (7124.729179 sec): 3 clusters Score: Raw -38011357.871350 + Penalty 4082.166104 = -38007275.705245 nChanged 3919 SP:Iteration 14Q (7125.177043 sec): 3 clusters Score: Raw -38013015.535279 + Penalty 4082.166104 = -38008933.369175 nChanged 3468 SP:Iteration 15Q (7125.592735 sec): 3 clusters Score: Raw -38014394.576219 + Penalty 4082.166104 = -38010312.410115 nChanged 3056 SP:Iteration 16Q (7126.011228 sec): 3 clusters Score: Raw -38015610.063962 + Penalty 4082.166104 = -38011527.897857 nChanged 2840 SP:Iteration 17Q (7126.413057 sec): 3 clusters Score: Raw -38016768.355694 + Penalty 4082.166104 = -38012686.189590 nChanged 2506 SP:Iteration 18Q (7126.839982 sec): 3 clusters Score: Raw -38017793.841643 + Penalty 4082.166104 = -38013711.675539 nChanged 2251 SP:Iteration 19Q (7127.254611 sec): 3 clusters Score: Raw -38018753.467645 + Penalty 4082.166104 = -38014671.301540 nChanged 2011 SP:Iteration 20F (7127.722536 sec): 3 clusters Score: Raw -38019640.344488 + Penalty 4082.166104 = -38015558.178384 nChanged 1660 SP:Iteration 21Q (7128.104277 sec): 3 clusters Score: Raw -38020360.619713 + Penalty 4082.166104 = -38016278.453608 nChanged 1395 SP:Iteration 22Q (7128.515659 sec): 3 clusters Score: Raw -38020973.049952 + Penalty 4082.166104 = -38016890.883847 nChanged 1136 SP:Iteration 23Q (7128.915444 sec): 3 clusters Score: Raw -38021455.293265 + Penalty 4082.166104 = -38017373.127161 nChanged 927 SP:Iteration 24Q (7129.296118 sec): 3 clusters Score: Raw -38021850.636499 + Penalty 4082.166104 = -38017768.470395 nChanged 784 SP:Iteration 25Q (7129.707850 sec): 3 clusters Score: Raw -38022210.853826 + Penalty 4082.166104 = -38018128.687722 nChanged 696 SP:Iteration 26Q (7130.133594 sec): 3 clusters Score: Raw -38022531.291393 + Penalty 4082.166104 = -38018449.125289 nChanged 596 SP:Iteration 27Q (7130.552314 sec): 3 clusters Score: Raw -38022821.607957 + Penalty 4082.166104 = -38018739.441853 nChanged 529 SP:Iteration 28Q (7130.954476 sec): 3 clusters Score: Raw -38023076.801211 + Penalty 4082.166104 = -38018994.635107 nChanged 456 SP:Iteration 29Q (7131.361629 sec): 3 clusters Score: Raw -38023259.210292 + Penalty 4082.166104 = -38019177.044187 nChanged 407 SP:Iteration 30Q (7131.758313 sec): 3 clusters Score: Raw -38023410.562016 + Penalty 4082.166104 = -38019328.395912 nChanged 377 SP:Iteration 31Q (7132.148687 sec): 3 clusters Score: Raw -38023537.810743 + Penalty 4082.166104 = -38019455.644639 nChanged 343 SP:Iteration 32Q (7132.539591 sec): 3 clusters Score: Raw -38023642.769051 + Penalty 4082.166104 = -38019560.602946 nChanged 309 SP:Iteration 33Q (7132.932182 sec): 3 clusters Score: Raw -38023738.281469 + Penalty 4082.166104 = -38019656.115365 nChanged 295 SP:Iteration 34Q (7133.302271 sec): 3 clusters Score: Raw -38023831.721284 + Penalty 4082.166104 = -38019749.555179 nChanged 283 SP:Iteration 35Q (7133.685671 sec): 3 clusters Score: Raw -38023921.440669 + Penalty 4082.166104 = -38019839.274565 nChanged 308 SP:Iteration 36Q (7134.055873 sec): 3 clusters Score: Raw -38024008.823371 + Penalty 4082.166104 = -38019926.657266 nChanged 302 SP:Iteration 37Q (7134.452613 sec): 3 clusters Score: Raw -38024089.312027 + Penalty 4082.166104 = -38020007.145923 nChanged 260 SP:Iteration 38Q (7134.847013 sec): 3 clusters Score: Raw -38024159.619140 + Penalty 4082.166104 = -38020077.453036 nChanged 237 SP:Iteration 39Q (7135.239439 sec): 3 clusters Score: Raw -38024213.592010 + Penalty 4082.166104 = -38020131.425906 nChanged 194 SP:Iteration 40F (7135.705588 sec): 3 clusters Score: Raw -38024359.539683 + Penalty 4082.166104 = -38020277.373579 nChanged 263 SP:Iteration 41Q (7136.092722 sec): 3 clusters Score: Raw -38024493.754874 + Penalty 4082.166104 = -38020411.588770 nChanged 331 SP:Iteration 42Q (7136.484488 sec): 3 clusters Score: Raw -38024609.150203 + Penalty 4082.166104 = -38020526.984099 nChanged 313 SP:Iteration 43Q (7136.892883 sec): 3 clusters Score: Raw -38024704.951952 + Penalty 4082.166104 = -38020622.785847 nChanged 298 SP:Iteration 44Q (7137.281646 sec): 3 clusters Score: Raw -38024786.502256 + Penalty 4082.166104 = -38020704.336151 nChanged 278 SP:Iteration 45Q (7137.671222 sec): 3 clusters Score: Raw -38024854.840064 + Penalty 4082.166104 = -38020772.673959 nChanged 260 SP:Iteration 46Q (7138.063263 sec): 3 clusters Score: Raw -38024908.192102 + Penalty 4082.166104 = -38020826.025998 nChanged 221 SP:Iteration 47Q (7138.465577 sec): 3 clusters Score: Raw -38024949.521505 + Penalty 4082.166104 = -38020867.355400 nChanged 170 SP:Iteration 48Q (7138.862696 sec): 3 clusters Score: Raw -38024971.458825 + Penalty 4082.166104 = -38020889.292720 nChanged 142 SP:Iteration 49Q (7139.249999 sec): 3 clusters Score: Raw -38024986.287427 + Penalty 4082.166104 = -38020904.121323 nChanged 101 SP:Iteration 50Q (7139.648395 sec): 3 clusters Score: Raw -38024996.417551 + Penalty 4082.166104 = -38020914.251447 nChanged 104 SP:Iteration 51Q (7140.046023 sec): 3 clusters Score: Raw -38025007.342317 + Penalty 4082.166104 = -38020925.176213 nChanged 85 SP:Iteration 52Q (7140.437705 sec): 3 clusters Score: Raw -38025014.222050 + Penalty 4082.166104 = -38020932.055946 nChanged 69 SP:Iteration 53Q (7140.836079 sec): 3 clusters Score: Raw -38025018.753462 + Penalty 4082.166104 = -38020936.587357 nChanged 46 SP:Iteration 54Q (7141.237439 sec): 3 clusters Score: Raw -38025021.513237 + Penalty 4082.166104 = -38020939.347133 nChanged 47 SP:Iteration 55Q (7141.626838 sec): 3 clusters Score: Raw -38025024.136227 + Penalty 4082.166104 = -38020941.970123 nChanged 30 SP:Iteration 56Q (7142.024639 sec): 3 clusters Score: Raw -38025025.754433 + Penalty 4082.166104 = -38020943.588329 nChanged 26 SP:Iteration 57Q (7142.397211 sec): 3 clusters Score: Raw -38025027.147667 + Penalty 4082.166104 = -38020944.981563 nChanged 19 SP:Iteration 58Q (7142.781742 sec): 3 clusters Score: Raw -38025027.893124 + Penalty 4082.166104 = -38020945.727020 nChanged 9 SP:Iteration 59Q (7143.171499 sec): 3 clusters Score: Raw -38025028.336812 + Penalty 4082.166104 = -38020946.170708 nChanged 7 SP:Iteration 60F (7143.649666 sec): 3 clusters Score: Raw -38025033.333136 + Penalty 4082.166104 = -38020951.167031 nChanged 15 SP:Iteration 61Q (7144.033182 sec): 3 clusters Score: Raw -38025034.267749 + Penalty 4082.166104 = -38020952.101644 nChanged 19 SP:Iteration 62Q (7144.451449 sec): 3 clusters Score: Raw -38025035.127230 + Penalty 4082.166104 = -38020952.961126 nChanged 21 SP:Iteration 63Q (7144.865915 sec): 3 clusters Score: Raw -38025036.138399 + Penalty 4082.166104 = -38020953.972294 nChanged 19 SP:Iteration 64Q (7145.251693 sec): 3 clusters Score: Raw -38025037.083741 + Penalty 4082.166104 = -38020954.917637 nChanged 24 SP:Iteration 65Q (7145.645937 sec): 3 clusters Score: Raw -38025038.144476 + Penalty 4082.166104 = -38020955.978372 nChanged 22 SP:Iteration 66Q (7146.058150 sec): 3 clusters Score: Raw -38025039.091572 + Penalty 4082.166104 = -38020956.925468 nChanged 14 SP:Iteration 67Q (7146.471267 sec): 3 clusters Score: Raw -38025039.523002 + Penalty 4082.166104 = -38020957.356897 nChanged 6 SP:Iteration 68Q (7146.881451 sec): 3 clusters Score: Raw -38025039.683280 + Penalty 4082.166104 = -38020957.517175 nChanged 5 SP:Iteration 69Q (7147.262425 sec): 3 clusters Score: Raw -38025039.956425 + Penalty 4082.166104 = -38020957.790320 nChanged 7 SP:Iteration 70Q (7147.685385 sec): 3 clusters Score: Raw -38025040.302215 + Penalty 4082.166104 = -38020958.136111 nChanged 10 SP:Iteration 71Q (7148.128713 sec): 3 clusters Score: Raw -38025040.566674 + Penalty 4082.166104 = -38020958.400570 nChanged 4 SP:Iteration 72Q (7148.522539 sec): 3 clusters Score: Raw -38025040.719284 + Penalty 4082.166104 = -38020958.553179 nChanged 4 SP:Iteration 73Q (7148.924548 sec): 3 clusters Score: Raw -38025040.841825 + Penalty 4082.166104 = -38020958.675721 nChanged 2 SP:Iteration 74Q (7149.339326 sec): 3 clusters Score: Raw -38025040.900354 + Penalty 4082.166104 = -38020958.734250 nChanged 0 SP:Iteration 75F (7149.841051 sec): 3 clusters Score: Raw -38025040.900354 + Penalty 4082.166104 = -38020958.734250 nChanged 0 Score: Raw -99947150.117170 + Penalty 66086.327377 = -99881063.789793 Splitting cluster 4 changes total score from -99879708.842048 to -99881063.789793 So it's getting split into cluster 30. Trying to split cluster 5 (32821 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7164.021775 sec): 2 clusters Score: Raw -4378762.834366 + Penalty 1689.808873 = -4377073.025493 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7164.125079 sec): 3 clusters Score: Raw -4358467.206839 + Penalty 3379.617746 = -4355087.589093 nChanged 15072 SP:Iteration 1F (7164.222997 sec): 3 clusters Score: Raw -4367276.438524 + Penalty 3379.617746 = -4363896.820778 nChanged 1742 SP:Iteration 2F (7164.305069 sec): 3 clusters Score: Raw -4367980.322142 + Penalty 3379.617746 = -4364600.704396 nChanged 1819 SP:Iteration 3F (7164.391280 sec): 3 clusters Score: Raw -4368856.429988 + Penalty 3379.617746 = -4365476.812242 nChanged 1927 SP:Iteration 4F (7164.503488 sec): 3 clusters Score: Raw -4369992.633133 + Penalty 3379.617746 = -4366613.015387 nChanged 2115 SP:Iteration 5F (7164.606358 sec): 3 clusters Score: Raw -4371475.344032 + Penalty 3379.617746 = -4368095.726286 nChanged 2189 SP:Iteration 6F (7164.708642 sec): 3 clusters Score: Raw -4373251.701051 + Penalty 3379.617746 = -4369872.083305 nChanged 2037 SP:Iteration 7F (7164.810157 sec): 3 clusters Score: Raw -4375058.251294 + Penalty 3379.617746 = -4371678.633548 nChanged 1604 SP:Iteration 8Q (7164.902103 sec): 3 clusters Score: Raw -4376521.710130 + Penalty 3379.617746 = -4373142.092385 nChanged 1105 SP:Iteration 9Q (7165.004026 sec): 3 clusters Score: Raw -4377473.773880 + Penalty 3379.617746 = -4374094.156135 nChanged 679 SP:Iteration 10Q (7165.102331 sec): 3 clusters Score: Raw -4378030.324133 + Penalty 3379.617746 = -4374650.706387 nChanged 451 SP:Iteration 11Q (7165.200728 sec): 3 clusters Score: Raw -4378396.071647 + Penalty 3379.617746 = -4375016.453901 nChanged 305 SP:Iteration 12Q (7165.298452 sec): 3 clusters Score: Raw -4378623.379308 + Penalty 3379.617746 = -4375243.761562 nChanged 203 SP:Iteration 13Q (7165.400935 sec): 3 clusters Score: Raw -4378757.928033 + Penalty 3379.617746 = -4375378.310287 nChanged 140 SP:Iteration 14Q (7165.496107 sec): 3 clusters Score: Raw -4378833.751453 + Penalty 3379.617746 = -4375454.133707 nChanged 109 SP:Iteration 15Q (7165.596959 sec): 3 clusters Score: Raw -4378888.648771 + Penalty 3379.617746 = -4375509.031025 nChanged 73 SP:Iteration 16Q (7165.643003 sec): 3 clusters Score: Raw -4378921.067690 + Penalty 3379.617746 = -4375541.449945 nChanged 50 SP:Iteration 17Q (7165.737736 sec): 3 clusters Score: Raw -4378941.626779 + Penalty 3379.617746 = -4375562.009033 nChanged 39 SP:Iteration 18Q (7165.831452 sec): 3 clusters Score: Raw -4378960.491307 + Penalty 3379.617746 = -4375580.873561 nChanged 32 SP:Iteration 19Q (7165.905982 sec): 3 clusters Score: Raw -4378976.307871 + Penalty 3379.617746 = -4375596.690125 nChanged 36 SP:Iteration 20F (7166.007840 sec): 3 clusters Score: Raw -4378998.000862 + Penalty 3379.617746 = -4375618.383116 nChanged 38 SP:Iteration 21Q (7166.087335 sec): 3 clusters Score: Raw -4379020.568697 + Penalty 3379.617746 = -4375640.950951 nChanged 30 SP:Iteration 22Q (7166.173095 sec): 3 clusters Score: Raw -4379047.166392 + Penalty 3379.617746 = -4375667.548647 nChanged 36 SP:Iteration 23Q (7166.255507 sec): 3 clusters Score: Raw -4379068.195600 + Penalty 3379.617746 = -4375688.577854 nChanged 25 SP:Iteration 24Q (7166.346188 sec): 3 clusters Score: Raw -4379079.976434 + Penalty 3379.617746 = -4375700.358688 nChanged 22 SP:Iteration 25Q (7166.437791 sec): 3 clusters Score: Raw -4379088.341165 + Penalty 3379.617746 = -4375708.723419 nChanged 12 SP:Iteration 26Q (7166.516009 sec): 3 clusters Score: Raw -4379094.755454 + Penalty 3379.617746 = -4375715.137708 nChanged 12 SP:Iteration 27Q (7166.604064 sec): 3 clusters Score: Raw -4379100.648041 + Penalty 3379.617746 = -4375721.030295 nChanged 10 SP:Iteration 28Q (7166.690559 sec): 3 clusters Score: Raw -4379103.598025 + Penalty 3379.617746 = -4375723.980279 nChanged 5 SP:Iteration 29Q (7166.780461 sec): 3 clusters Score: Raw -4379104.621014 + Penalty 3379.617746 = -4375725.003268 nChanged 0 SP:Iteration 30F (7166.892539 sec): 3 clusters Score: Raw -4379104.621014 + Penalty 3379.617746 = -4375725.003268 nChanged 0 Trying to split cluster 6 (3866 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7166.926263 sec): 2 clusters Score: Raw -494779.653482 + Penalty 1342.246045 = -493437.407437 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7166.966942 sec): 3 clusters Score: Raw -492841.307552 + Penalty 2684.492089 = -490156.815463 nChanged 1531 SP:Iteration 1F (7167.029685 sec): 3 clusters Score: Raw -493817.635708 + Penalty 2684.492089 = -491133.143618 nChanged 331 SP:Iteration 2F (7167.079268 sec): 3 clusters Score: Raw -494047.939146 + Penalty 2684.492089 = -491363.447057 nChanged 225 SP:Iteration 3F (7167.122631 sec): 3 clusters Score: Raw -494176.267550 + Penalty 2684.492089 = -491491.775461 nChanged 159 SP:Iteration 4Q (7167.187891 sec): 3 clusters Score: Raw -494262.753837 + Penalty 2684.492089 = -491578.261748 nChanged 140 SP:Iteration 5Q (7167.233232 sec): 3 clusters Score: Raw -494335.509383 + Penalty 2684.492089 = -491651.017294 nChanged 119 SP:Iteration 6Q (7167.288710 sec): 3 clusters Score: Raw -494404.916173 + Penalty 2684.492089 = -491720.424083 nChanged 124 SP:Iteration 7Q (7167.339717 sec): 3 clusters Score: Raw -494475.630311 + Penalty 2684.492089 = -491791.138221 nChanged 111 SP:Iteration 8Q (7167.406043 sec): 3 clusters Score: Raw -494533.181704 + Penalty 2684.492089 = -491848.689615 nChanged 85 SP:Iteration 9Q (7167.456002 sec): 3 clusters Score: Raw -494582.167508 + Penalty 2684.492089 = -491897.675419 nChanged 88 SP:Iteration 10Q (7167.508444 sec): 3 clusters Score: Raw -494629.084084 + Penalty 2684.492089 = -491944.591995 nChanged 80 SP:Iteration 11Q (7167.548571 sec): 3 clusters Score: Raw -494669.505173 + Penalty 2684.492089 = -491985.013083 nChanged 70 SP:Iteration 12Q (7167.604823 sec): 3 clusters Score: Raw -494701.050514 + Penalty 2684.492089 = -492016.558425 nChanged 64 SP:Iteration 13Q (7167.638567 sec): 3 clusters Score: Raw -494728.005402 + Penalty 2684.492089 = -492043.513312 nChanged 64 SP:Iteration 14Q (7167.693795 sec): 3 clusters Score: Raw -494750.117033 + Penalty 2684.492089 = -492065.624944 nChanged 45 SP:Iteration 15Q (7167.748448 sec): 3 clusters Score: Raw -494765.287387 + Penalty 2684.492089 = -492080.795297 nChanged 37 SP:Iteration 16Q (7167.801737 sec): 3 clusters Score: Raw -494777.940331 + Penalty 2684.492089 = -492093.448242 nChanged 29 SP:Iteration 17Q (7167.859613 sec): 3 clusters Score: Raw -494786.459668 + Penalty 2684.492089 = -492101.967578 nChanged 30 SP:Iteration 18Q (7167.912794 sec): 3 clusters Score: Raw -494798.056526 + Penalty 2684.492089 = -492113.564436 nChanged 36 SP:Iteration 19Q (7167.949504 sec): 3 clusters Score: Raw -494814.376671 + Penalty 2684.492089 = -492129.884581 nChanged 30 SP:Iteration 20F (7168.003470 sec): 3 clusters Score: Raw -494821.645172 + Penalty 2684.492089 = -492137.153083 nChanged 17 SP:Iteration 21Q (7168.056816 sec): 3 clusters Score: Raw -494826.501779 + Penalty 2684.492089 = -492142.009690 nChanged 14 SP:Iteration 22Q (7168.122222 sec): 3 clusters Score: Raw -494831.089446 + Penalty 2684.492089 = -492146.597357 nChanged 22 SP:Iteration 23Q (7168.165140 sec): 3 clusters Score: Raw -494837.002156 + Penalty 2684.492089 = -492152.510067 nChanged 9 SP:Iteration 24Q (7168.218241 sec): 3 clusters Score: Raw -494838.723999 + Penalty 2684.492089 = -492154.231910 nChanged 7 SP:Iteration 25Q (7168.272164 sec): 3 clusters Score: Raw -494841.013579 + Penalty 2684.492089 = -492156.521489 nChanged 12 SP:Iteration 26Q (7168.325620 sec): 3 clusters Score: Raw -494844.042493 + Penalty 2684.492089 = -492159.550403 nChanged 6 SP:Iteration 27Q (7168.379322 sec): 3 clusters Score: Raw -494845.419073 + Penalty 2684.492089 = -492160.926984 nChanged 4 SP:Iteration 28Q (7168.432995 sec): 3 clusters Score: Raw -494846.057188 + Penalty 2684.492089 = -492161.565099 nChanged 5 SP:Iteration 29Q (7168.486518 sec): 3 clusters Score: Raw -494847.089780 + Penalty 2684.492089 = -492162.597691 nChanged 5 SP:Iteration 30Q (7168.540257 sec): 3 clusters Score: Raw -494847.969517 + Penalty 2684.492089 = -492163.477427 nChanged 5 SP:Iteration 31Q (7168.605339 sec): 3 clusters Score: Raw -494848.801101 + Penalty 2684.492089 = -492164.309011 nChanged 4 SP:Iteration 32Q (7168.648187 sec): 3 clusters Score: Raw -494849.806060 + Penalty 2684.492089 = -492165.313971 nChanged 3 SP:Iteration 33Q (7168.701380 sec): 3 clusters Score: Raw -494850.294561 + Penalty 2684.492089 = -492165.802471 nChanged 1 SP:Iteration 34Q (7168.754783 sec): 3 clusters Score: Raw -494850.408500 + Penalty 2684.492089 = -492165.916410 nChanged 0 SP:Iteration 35F (7168.808606 sec): 3 clusters Score: Raw -494850.408500 + Penalty 2684.492089 = -492165.916410 nChanged 0 Trying to split cluster 7 (5810 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7168.847031 sec): 2 clusters Score: Raw -772658.845369 + Penalty 1408.442076 = -771250.403293 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7168.888401 sec): 3 clusters Score: Raw -769631.984381 + Penalty 2816.884151 = -766815.100230 nChanged 2350 SP:Iteration 1F (7168.940350 sec): 3 clusters Score: Raw -770903.353723 + Penalty 2816.884151 = -768086.469572 nChanged 374 SP:Iteration 2F (7168.997096 sec): 3 clusters Score: Raw -771100.499411 + Penalty 2816.884151 = -768283.615260 nChanged 282 SP:Iteration 3Q (7169.059687 sec): 3 clusters Score: Raw -771235.141431 + Penalty 2816.884151 = -768418.257280 nChanged 242 SP:Iteration 4Q (7169.101356 sec): 3 clusters Score: Raw -771347.197688 + Penalty 2816.884151 = -768530.313537 nChanged 213 SP:Iteration 5Q (7169.160866 sec): 3 clusters Score: Raw -771456.183333 + Penalty 2816.884151 = -768639.299182 nChanged 201 SP:Iteration 6Q (7169.226596 sec): 3 clusters Score: Raw -771566.092656 + Penalty 2816.884151 = -768749.208505 nChanged 214 SP:Iteration 7Q (7169.272793 sec): 3 clusters Score: Raw -771682.670605 + Penalty 2816.884151 = -768865.786454 nChanged 206 SP:Iteration 8Q (7169.331524 sec): 3 clusters Score: Raw -771796.908906 + Penalty 2816.884151 = -768980.024755 nChanged 196 SP:Iteration 9Q (7169.390216 sec): 3 clusters Score: Raw -771906.750068 + Penalty 2816.884151 = -769089.865917 nChanged 178 SP:Iteration 10Q (7169.453272 sec): 3 clusters Score: Raw -772008.940021 + Penalty 2816.884151 = -769192.055870 nChanged 175 SP:Iteration 11Q (7169.505867 sec): 3 clusters Score: Raw -772112.156335 + Penalty 2816.884151 = -769295.272184 nChanged 164 SP:Iteration 12Q (7169.564220 sec): 3 clusters Score: Raw -772208.355836 + Penalty 2816.884151 = -769391.471685 nChanged 143 SP:Iteration 13Q (7169.622202 sec): 3 clusters Score: Raw -772296.669937 + Penalty 2816.884151 = -769479.785786 nChanged 150 SP:Iteration 14Q (7169.672715 sec): 3 clusters Score: Raw -772398.683868 + Penalty 2816.884151 = -769581.799717 nChanged 138 SP:Iteration 15Q (7169.725257 sec): 3 clusters Score: Raw -772496.079037 + Penalty 2816.884151 = -769679.194885 nChanged 125 SP:Iteration 16Q (7169.766889 sec): 3 clusters Score: Raw -772572.187745 + Penalty 2816.884151 = -769755.303594 nChanged 116 SP:Iteration 17Q (7169.830242 sec): 3 clusters Score: Raw -772648.861622 + Penalty 2816.884151 = -769831.977471 nChanged 101 SP:Iteration 18Q (7169.876442 sec): 3 clusters Score: Raw -772726.419919 + Penalty 2816.884151 = -769909.535768 nChanged 93 SP:Iteration 19Q (7169.930056 sec): 3 clusters Score: Raw -772783.257774 + Penalty 2816.884151 = -769966.373623 nChanged 66 SP:Iteration 20F (7169.973735 sec): 3 clusters Score: Raw -772825.556466 + Penalty 2816.884151 = -770008.672315 nChanged 61 SP:Iteration 21Q (7170.031292 sec): 3 clusters Score: Raw -772851.555862 + Penalty 2816.884151 = -770034.671711 nChanged 48 SP:Iteration 22Q (7170.083874 sec): 3 clusters Score: Raw -772868.047937 + Penalty 2816.884151 = -770051.163786 nChanged 33 SP:Iteration 23Q (7170.151956 sec): 3 clusters Score: Raw -772879.250195 + Penalty 2816.884151 = -770062.366044 nChanged 25 SP:Iteration 24Q (7170.200743 sec): 3 clusters Score: Raw -772887.237498 + Penalty 2816.884151 = -770070.353347 nChanged 27 SP:Iteration 25Q (7170.267751 sec): 3 clusters Score: Raw -772897.664491 + Penalty 2816.884151 = -770080.780340 nChanged 22 SP:Iteration 26Q (7170.313038 sec): 3 clusters Score: Raw -772907.043212 + Penalty 2816.884151 = -770090.159061 nChanged 22 SP:Iteration 27Q (7170.367853 sec): 3 clusters Score: Raw -772918.087484 + Penalty 2816.884151 = -770101.203333 nChanged 29 SP:Iteration 28Q (7170.423907 sec): 3 clusters Score: Raw -772931.810665 + Penalty 2816.884151 = -770114.926514 nChanged 25 SP:Iteration 29Q (7170.480060 sec): 3 clusters Score: Raw -772941.484233 + Penalty 2816.884151 = -770124.600082 nChanged 25 SP:Iteration 30Q (7170.548400 sec): 3 clusters Score: Raw -772954.051091 + Penalty 2816.884151 = -770137.166940 nChanged 29 SP:Iteration 31Q (7170.581424 sec): 3 clusters Score: Raw -772965.978774 + Penalty 2816.884151 = -770149.094623 nChanged 19 SP:Iteration 32Q (7170.637856 sec): 3 clusters Score: Raw -772972.868747 + Penalty 2816.884151 = -770155.984596 nChanged 14 SP:Iteration 33Q (7170.686382 sec): 3 clusters Score: Raw -772978.744575 + Penalty 2816.884151 = -770161.860423 nChanged 16 SP:Iteration 34Q (7170.738985 sec): 3 clusters Score: Raw -772984.956992 + Penalty 2816.884151 = -770168.072841 nChanged 16 SP:Iteration 35Q (7170.795950 sec): 3 clusters Score: Raw -772991.104049 + Penalty 2816.884151 = -770174.219898 nChanged 12 SP:Iteration 36Q (7170.850349 sec): 3 clusters Score: Raw -772994.308770 + Penalty 2816.884151 = -770177.424619 nChanged 8 SP:Iteration 37Q (7170.901263 sec): 3 clusters Score: Raw -772997.610864 + Penalty 2816.884151 = -770180.726713 nChanged 8 SP:Iteration 38Q (7170.957028 sec): 3 clusters Score: Raw -773001.242521 + Penalty 2816.884151 = -770184.358370 nChanged 10 SP:Iteration 39Q (7171.024429 sec): 3 clusters Score: Raw -773005.012550 + Penalty 2816.884151 = -770188.128399 nChanged 9 SP:Iteration 40F (7171.063489 sec): 3 clusters Score: Raw -773009.351271 + Penalty 2816.884151 = -770192.467120 nChanged 7 SP:Iteration 41Q (7171.115913 sec): 3 clusters Score: Raw -773011.262066 + Penalty 2816.884151 = -770194.377915 nChanged 3 SP:Iteration 42Q (7171.184360 sec): 3 clusters Score: Raw -773011.818518 + Penalty 2816.884151 = -770194.934367 nChanged 1 SP:Iteration 43Q (7171.238672 sec): 3 clusters Score: Raw -773012.227068 + Penalty 2816.884151 = -770195.342916 nChanged 4 SP:Iteration 44Q (7171.285982 sec): 3 clusters Score: Raw -773013.411911 + Penalty 2816.884151 = -770196.527760 nChanged 0 SP:Iteration 45F (7171.342307 sec): 3 clusters Score: Raw -773013.411911 + Penalty 2816.884151 = -770196.527760 nChanged 0 Trying to split cluster 8 (2129 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7171.368429 sec): 2 clusters Score: Raw -292831.463510 + Penalty 1245.303746 = -291586.159765 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7171.416649 sec): 3 clusters Score: Raw -291938.880662 + Penalty 2490.607491 = -289448.273171 nChanged 763 SP:Iteration 1F (7171.462582 sec): 3 clusters Score: Raw -292462.565923 + Penalty 2490.607491 = -289971.958432 nChanged 187 SP:Iteration 2F (7171.476419 sec): 3 clusters Score: Raw -292679.630535 + Penalty 2490.607491 = -290189.023044 nChanged 145 SP:Iteration 3F (7171.487142 sec): 3 clusters Score: Raw -292860.981241 + Penalty 2490.607491 = -290370.373750 nChanged 149 SP:Iteration 4F (7171.497730 sec): 3 clusters Score: Raw -293031.852568 + Penalty 2490.607491 = -290541.245077 nChanged 133 SP:Iteration 5F (7171.508410 sec): 3 clusters Score: Raw -293174.233760 + Penalty 2490.607491 = -290683.626269 nChanged 114 SP:Iteration 6F (7171.534846 sec): 3 clusters Score: Raw -293294.660209 + Penalty 2490.607491 = -290804.052717 nChanged 90 SP:Iteration 7Q (7171.580717 sec): 3 clusters Score: Raw -293378.470770 + Penalty 2490.607491 = -290887.863279 nChanged 63 SP:Iteration 8Q (7171.630466 sec): 3 clusters Score: Raw -293426.337418 + Penalty 2490.607491 = -290935.729927 nChanged 46 SP:Iteration 9Q (7171.677732 sec): 3 clusters Score: Raw -293459.252282 + Penalty 2490.607491 = -290968.644791 nChanged 39 SP:Iteration 10Q (7171.720175 sec): 3 clusters Score: Raw -293484.311480 + Penalty 2490.607491 = -290993.703989 nChanged 23 SP:Iteration 11Q (7171.774316 sec): 3 clusters Score: Raw -293496.782718 + Penalty 2490.607491 = -291006.175227 nChanged 20 SP:Iteration 12Q (7171.816975 sec): 3 clusters Score: Raw -293507.296994 + Penalty 2490.607491 = -291016.689503 nChanged 10 SP:Iteration 13Q (7171.865424 sec): 3 clusters Score: Raw -293512.673563 + Penalty 2490.607491 = -291022.066072 nChanged 2 SP:Iteration 14Q (7171.914061 sec): 3 clusters Score: Raw -293513.837302 + Penalty 2490.607491 = -291023.229811 nChanged 1 SP:Iteration 15Q (7171.969407 sec): 3 clusters Score: Raw -293514.279418 + Penalty 2490.607491 = -291023.671927 nChanged 1 SP:Iteration 16Q (7172.011303 sec): 3 clusters Score: Raw -293514.907073 + Penalty 2490.607491 = -291024.299582 nChanged 0 SP:Iteration 17F (7172.070099 sec): 3 clusters Score: Raw -293514.907073 + Penalty 2490.607491 = -291024.299582 nChanged 0 Trying to split cluster 9 (7478 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7172.106062 sec): 2 clusters Score: Raw -899939.926764 + Penalty 1449.454607 = -898490.472157 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7172.164937 sec): 3 clusters Score: Raw -895911.936596 + Penalty 2898.909213 = -893013.027383 nChanged 3149 SP:Iteration 1F (7172.221258 sec): 3 clusters Score: Raw -897884.554187 + Penalty 2898.909213 = -894985.644974 nChanged 616 SP:Iteration 2F (7172.272340 sec): 3 clusters Score: Raw -898354.567287 + Penalty 2898.909213 = -895455.658074 nChanged 577 SP:Iteration 3F (7172.325422 sec): 3 clusters Score: Raw -898858.714125 + Penalty 2898.909213 = -895959.804912 nChanged 580 SP:Iteration 4F (7172.387274 sec): 3 clusters Score: Raw -899393.140149 + Penalty 2898.909213 = -896494.230936 nChanged 505 SP:Iteration 5F (7172.448719 sec): 3 clusters Score: Raw -899862.715312 + Penalty 2898.909213 = -896963.806099 nChanged 415 SP:Iteration 6F (7172.510560 sec): 3 clusters Score: Raw -900229.280701 + Penalty 2898.909213 = -897330.371488 nChanged 324 SP:Iteration 7Q (7172.570043 sec): 3 clusters Score: Raw -900466.924036 + Penalty 2898.909213 = -897568.014823 nChanged 229 SP:Iteration 8Q (7172.618212 sec): 3 clusters Score: Raw -900612.677629 + Penalty 2898.909213 = -897713.768416 nChanged 148 SP:Iteration 9Q (7172.678475 sec): 3 clusters Score: Raw -900707.821046 + Penalty 2898.909213 = -897808.911833 nChanged 109 SP:Iteration 10Q (7172.734415 sec): 3 clusters Score: Raw -900765.412208 + Penalty 2898.909213 = -897866.502995 nChanged 73 SP:Iteration 11Q (7172.794666 sec): 3 clusters Score: Raw -900809.421943 + Penalty 2898.909213 = -897910.512730 nChanged 70 SP:Iteration 12Q (7172.847308 sec): 3 clusters Score: Raw -900859.029829 + Penalty 2898.909213 = -897960.120616 nChanged 87 SP:Iteration 13Q (7172.906746 sec): 3 clusters Score: Raw -900914.867709 + Penalty 2898.909213 = -898015.958496 nChanged 61 SP:Iteration 14Q (7172.966561 sec): 3 clusters Score: Raw -900954.155697 + Penalty 2898.909213 = -898055.246484 nChanged 52 SP:Iteration 15Q (7173.026292 sec): 3 clusters Score: Raw -900984.143546 + Penalty 2898.909213 = -898085.234333 nChanged 36 SP:Iteration 16Q (7173.085135 sec): 3 clusters Score: Raw -900996.136035 + Penalty 2898.909213 = -898097.226822 nChanged 24 SP:Iteration 17Q (7173.135343 sec): 3 clusters Score: Raw -901004.179660 + Penalty 2898.909213 = -898105.270447 nChanged 20 SP:Iteration 18Q (7173.194838 sec): 3 clusters Score: Raw -901011.287800 + Penalty 2898.909213 = -898112.378587 nChanged 16 SP:Iteration 19Q (7173.254275 sec): 3 clusters Score: Raw -901016.606573 + Penalty 2898.909213 = -898117.697360 nChanged 15 SP:Iteration 20F (7173.314060 sec): 3 clusters Score: Raw -901020.982675 + Penalty 2898.909213 = -898122.073462 nChanged 10 SP:Iteration 21Q (7173.364065 sec): 3 clusters Score: Raw -901024.528315 + Penalty 2898.909213 = -898125.619102 nChanged 5 SP:Iteration 22Q (7173.419582 sec): 3 clusters Score: Raw -901026.735925 + Penalty 2898.909213 = -898127.826712 nChanged 5 SP:Iteration 23Q (7173.470448 sec): 3 clusters Score: Raw -901028.955791 + Penalty 2898.909213 = -898130.046578 nChanged 7 SP:Iteration 24Q (7173.527842 sec): 3 clusters Score: Raw -901032.800659 + Penalty 2898.909213 = -898133.891446 nChanged 9 SP:Iteration 25Q (7173.596316 sec): 3 clusters Score: Raw -901035.412846 + Penalty 2898.909213 = -898136.503633 nChanged 8 SP:Iteration 26Q (7173.643368 sec): 3 clusters Score: Raw -901037.012583 + Penalty 2898.909213 = -898138.103370 nChanged 6 SP:Iteration 27Q (7173.708359 sec): 3 clusters Score: Raw -901038.391856 + Penalty 2898.909213 = -898139.482643 nChanged 7 SP:Iteration 28Q (7173.762359 sec): 3 clusters Score: Raw -901039.746547 + Penalty 2898.909213 = -898140.837334 nChanged 6 SP:Iteration 29Q (7173.810117 sec): 3 clusters Score: Raw -901041.117565 + Penalty 2898.909213 = -898142.208352 nChanged 5 SP:Iteration 30Q (7173.865523 sec): 3 clusters Score: Raw -901042.090763 + Penalty 2898.909213 = -898143.181550 nChanged 5 SP:Iteration 31Q (7173.920788 sec): 3 clusters Score: Raw -901043.093207 + Penalty 2898.909213 = -898144.183994 nChanged 4 SP:Iteration 32Q (7173.984242 sec): 3 clusters Score: Raw -901043.881462 + Penalty 2898.909213 = -898144.972249 nChanged 5 SP:Iteration 33Q (7174.034218 sec): 3 clusters Score: Raw -901045.249674 + Penalty 2898.909213 = -898146.340461 nChanged 2 SP:Iteration 34Q (7174.100880 sec): 3 clusters Score: Raw -901045.635538 + Penalty 2898.909213 = -898146.726325 nChanged 1 SP:Iteration 35Q (7174.159246 sec): 3 clusters Score: Raw -901045.978101 + Penalty 2898.909213 = -898147.068888 nChanged 3 SP:Iteration 36Q (7174.213124 sec): 3 clusters Score: Raw -901047.129726 + Penalty 2898.909213 = -898148.220513 nChanged 5 SP:Iteration 37Q (7174.268145 sec): 3 clusters Score: Raw -901047.980669 + Penalty 2898.909213 = -898149.071456 nChanged 3 SP:Iteration 38Q (7174.319275 sec): 3 clusters Score: Raw -901048.525246 + Penalty 2898.909213 = -898149.616033 nChanged 1 SP:Iteration 39Q (7174.369980 sec): 3 clusters Score: Raw -901048.628917 + Penalty 2898.909213 = -898149.719703 nChanged 1 SP:Iteration 40F (7174.430319 sec): 3 clusters Score: Raw -901048.719273 + Penalty 2898.909213 = -898149.810060 nChanged 0 Trying to split cluster 10 (10770 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7174.448811 sec): 2 clusters Score: Raw -1403574.994165 + Penalty 1508.734463 = -1402066.259703 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7174.517168 sec): 3 clusters Score: Raw -1397334.325807 + Penalty 3017.468925 = -1394316.856881 nChanged 4724 SP:Iteration 1F (7174.584001 sec): 3 clusters Score: Raw -1399976.129835 + Penalty 3017.468925 = -1396958.660910 nChanged 646 SP:Iteration 2F (7174.648802 sec): 3 clusters Score: Raw -1400254.213151 + Penalty 3017.468925 = -1397236.744226 nChanged 558 SP:Iteration 3F (7174.705852 sec): 3 clusters Score: Raw -1400496.464559 + Penalty 3017.468925 = -1397478.995634 nChanged 506 SP:Iteration 4Q (7174.767330 sec): 3 clusters Score: Raw -1400711.087511 + Penalty 3017.468925 = -1397693.618586 nChanged 427 SP:Iteration 5Q (7174.833963 sec): 3 clusters Score: Raw -1400887.273143 + Penalty 3017.468925 = -1397869.804218 nChanged 404 SP:Iteration 6Q (7174.899253 sec): 3 clusters Score: Raw -1401036.478359 + Penalty 3017.468925 = -1398019.009433 nChanged 391 SP:Iteration 7Q (7174.975148 sec): 3 clusters Score: Raw -1401170.681893 + Penalty 3017.468925 = -1398153.212967 nChanged 352 SP:Iteration 8Q (7175.029966 sec): 3 clusters Score: Raw -1401311.684393 + Penalty 3017.468925 = -1398294.215468 nChanged 375 SP:Iteration 9Q (7175.095235 sec): 3 clusters Score: Raw -1401480.015031 + Penalty 3017.468925 = -1398462.546106 nChanged 399 SP:Iteration 10Q (7175.162698 sec): 3 clusters Score: Raw -1401655.933409 + Penalty 3017.468925 = -1398638.464484 nChanged 377 SP:Iteration 11Q (7175.227792 sec): 3 clusters Score: Raw -1401817.439023 + Penalty 3017.468925 = -1398799.970098 nChanged 344 SP:Iteration 12Q (7175.282228 sec): 3 clusters Score: Raw -1401967.547992 + Penalty 3017.468925 = -1398950.079067 nChanged 330 SP:Iteration 13Q (7175.347418 sec): 3 clusters Score: Raw -1402116.513702 + Penalty 3017.468925 = -1399099.044776 nChanged 301 SP:Iteration 14Q (7175.408867 sec): 3 clusters Score: Raw -1402253.280653 + Penalty 3017.468925 = -1399235.811728 nChanged 296 SP:Iteration 15Q (7175.469917 sec): 3 clusters Score: Raw -1402391.217702 + Penalty 3017.468925 = -1399373.748777 nChanged 284 SP:Iteration 16Q (7175.529416 sec): 3 clusters Score: Raw -1402537.688780 + Penalty 3017.468925 = -1399520.219855 nChanged 295 SP:Iteration 17Q (7175.589070 sec): 3 clusters Score: Raw -1402692.957545 + Penalty 3017.468925 = -1399675.488620 nChanged 264 SP:Iteration 18Q (7175.642352 sec): 3 clusters Score: Raw -1402826.665901 + Penalty 3017.468925 = -1399809.196976 nChanged 248 SP:Iteration 19Q (7175.712992 sec): 3 clusters Score: Raw -1402960.393374 + Penalty 3017.468925 = -1399942.924448 nChanged 208 SP:Iteration 20F (7175.763506 sec): 3 clusters Score: Raw -1403090.389211 + Penalty 3017.468925 = -1400072.920285 nChanged 194 SP:Iteration 21Q (7175.833688 sec): 3 clusters Score: Raw -1403221.365758 + Penalty 3017.468925 = -1400203.896832 nChanged 170 SP:Iteration 22Q (7175.891283 sec): 3 clusters Score: Raw -1403335.924040 + Penalty 3017.468925 = -1400318.455115 nChanged 137 SP:Iteration 23Q (7175.951319 sec): 3 clusters Score: Raw -1403424.178089 + Penalty 3017.468925 = -1400406.709164 nChanged 104 SP:Iteration 24Q (7176.003508 sec): 3 clusters Score: Raw -1403501.278925 + Penalty 3017.468925 = -1400483.810000 nChanged 94 SP:Iteration 25Q (7176.059413 sec): 3 clusters Score: Raw -1403586.997113 + Penalty 3017.468925 = -1400569.528188 nChanged 77 SP:Iteration 26Q (7176.131460 sec): 3 clusters Score: Raw -1403661.109361 + Penalty 3017.468925 = -1400643.640436 nChanged 52 SP:Iteration 27Q (7176.188219 sec): 3 clusters Score: Raw -1403695.596636 + Penalty 3017.468925 = -1400678.127711 nChanged 41 SP:Iteration 28Q (7176.252950 sec): 3 clusters Score: Raw -1403725.438566 + Penalty 3017.468925 = -1400707.969640 nChanged 27 SP:Iteration 29Q (7176.306595 sec): 3 clusters Score: Raw -1403752.012863 + Penalty 3017.468925 = -1400734.543938 nChanged 29 SP:Iteration 30Q (7176.377731 sec): 3 clusters Score: Raw -1403780.231174 + Penalty 3017.468925 = -1400762.762249 nChanged 17 SP:Iteration 31Q (7176.436103 sec): 3 clusters Score: Raw -1403795.473339 + Penalty 3017.468925 = -1400778.004414 nChanged 19 SP:Iteration 32Q (7176.492903 sec): 3 clusters Score: Raw -1403803.941627 + Penalty 3017.468925 = -1400786.472702 nChanged 11 SP:Iteration 33Q (7176.546679 sec): 3 clusters Score: Raw -1403811.400979 + Penalty 3017.468925 = -1400793.932054 nChanged 10 SP:Iteration 34Q (7176.619321 sec): 3 clusters Score: Raw -1403818.726817 + Penalty 3017.468925 = -1400801.257892 nChanged 10 SP:Iteration 35Q (7176.663477 sec): 3 clusters Score: Raw -1403827.068197 + Penalty 3017.468925 = -1400809.599271 nChanged 10 SP:Iteration 36Q (7176.723729 sec): 3 clusters Score: Raw -1403836.471823 + Penalty 3017.468925 = -1400819.002898 nChanged 10 SP:Iteration 37Q (7176.790531 sec): 3 clusters Score: Raw -1403844.810813 + Penalty 3017.468925 = -1400827.341888 nChanged 13 SP:Iteration 38Q (7176.849675 sec): 3 clusters Score: Raw -1403851.662614 + Penalty 3017.468925 = -1400834.193689 nChanged 12 SP:Iteration 39Q (7176.910484 sec): 3 clusters Score: Raw -1403856.224038 + Penalty 3017.468925 = -1400838.755113 nChanged 5 SP:Iteration 40F (7176.975052 sec): 3 clusters Score: Raw -1403860.083754 + Penalty 3017.468925 = -1400842.614828 nChanged 5 SP:Iteration 41Q (7177.033499 sec): 3 clusters Score: Raw -1403863.913409 + Penalty 3017.468925 = -1400846.444484 nChanged 5 SP:Iteration 42Q (7177.094004 sec): 3 clusters Score: Raw -1403866.428152 + Penalty 3017.468925 = -1400848.959227 nChanged 4 SP:Iteration 43Q (7177.156024 sec): 3 clusters Score: Raw -1403869.067238 + Penalty 3017.468925 = -1400851.598312 nChanged 6 SP:Iteration 44Q (7177.195114 sec): 3 clusters Score: Raw -1403871.541724 + Penalty 3017.468925 = -1400854.072799 nChanged 3 SP:Iteration 45Q (7177.252407 sec): 3 clusters Score: Raw -1403873.937890 + Penalty 3017.468925 = -1400856.468965 nChanged 4 SP:Iteration 46Q (7177.311830 sec): 3 clusters Score: Raw -1403876.245695 + Penalty 3017.468925 = -1400858.776770 nChanged 6 SP:Iteration 47Q (7177.365259 sec): 3 clusters Score: Raw -1403878.556247 + Penalty 3017.468925 = -1400861.087322 nChanged 4 SP:Iteration 48Q (7177.427036 sec): 3 clusters Score: Raw -1403879.654840 + Penalty 3017.468925 = -1400862.185915 nChanged 3 SP:Iteration 49Q (7177.488979 sec): 3 clusters Score: Raw -1403880.621802 + Penalty 3017.468925 = -1400863.152877 nChanged 1 SP:Iteration 50Q (7177.551531 sec): 3 clusters Score: Raw -1403880.715656 + Penalty 3017.468925 = -1400863.246731 nChanged 1 SP:Iteration 51Q (7177.608404 sec): 3 clusters Score: Raw -1403881.231781 + Penalty 3017.468925 = -1400863.762856 nChanged 2 SP:Iteration 52Q (7177.669831 sec): 3 clusters Score: Raw -1403882.042462 + Penalty 3017.468925 = -1400864.573537 nChanged 0 SP:Iteration 53F (7177.727086 sec): 3 clusters Score: Raw -1403882.042462 + Penalty 3017.468925 = -1400864.573537 nChanged 0 Trying to split cluster 11 (4268 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7177.765196 sec): 2 clusters Score: Raw -539206.562757 + Penalty 1358.321350 = -537848.241407 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7177.818237 sec): 3 clusters Score: Raw -537048.066262 + Penalty 2716.642699 = -534331.423563 nChanged 1689 SP:Iteration 1F (7177.868822 sec): 3 clusters Score: Raw -537938.266143 + Penalty 2716.642699 = -535221.623443 nChanged 327 SP:Iteration 2F (7177.911481 sec): 3 clusters Score: Raw -538136.446179 + Penalty 2716.642699 = -535419.803480 nChanged 230 SP:Iteration 3F (7177.965653 sec): 3 clusters Score: Raw -538338.016929 + Penalty 2716.642699 = -535621.374230 nChanged 239 SP:Iteration 4F (7178.009877 sec): 3 clusters Score: Raw -538569.321460 + Penalty 2716.642699 = -535852.678761 nChanged 262 SP:Iteration 5F (7178.072254 sec): 3 clusters Score: Raw -538786.197375 + Penalty 2716.642699 = -536069.554676 nChanged 266 SP:Iteration 6F (7178.117397 sec): 3 clusters Score: Raw -539024.883630 + Penalty 2716.642699 = -536308.240931 nChanged 275 SP:Iteration 7F (7178.168705 sec): 3 clusters Score: Raw -539272.604501 + Penalty 2716.642699 = -536555.961802 nChanged 237 SP:Iteration 8F (7178.225987 sec): 3 clusters Score: Raw -539480.376359 + Penalty 2716.642699 = -536763.733660 nChanged 184 SP:Iteration 9Q (7178.279362 sec): 3 clusters Score: Raw -539631.463175 + Penalty 2716.642699 = -536914.820476 nChanged 139 SP:Iteration 10Q (7178.336585 sec): 3 clusters Score: Raw -539738.218931 + Penalty 2716.642699 = -537021.576232 nChanged 117 SP:Iteration 11Q (7178.388175 sec): 3 clusters Score: Raw -539842.221895 + Penalty 2716.642699 = -537125.579196 nChanged 82 SP:Iteration 12Q (7178.427086 sec): 3 clusters Score: Raw -539913.004843 + Penalty 2716.642699 = -537196.362144 nChanged 85 SP:Iteration 13Q (7178.492324 sec): 3 clusters Score: Raw -540003.531085 + Penalty 2716.642699 = -537286.888386 nChanged 72 SP:Iteration 14Q (7178.532744 sec): 3 clusters Score: Raw -540065.786183 + Penalty 2716.642699 = -537349.143484 nChanged 51 SP:Iteration 15Q (7178.594987 sec): 3 clusters Score: Raw -540103.421995 + Penalty 2716.642699 = -537386.779296 nChanged 35 SP:Iteration 16Q (7178.653048 sec): 3 clusters Score: Raw -540129.588623 + Penalty 2716.642699 = -537412.945924 nChanged 28 SP:Iteration 17Q (7178.690867 sec): 3 clusters Score: Raw -540155.460994 + Penalty 2716.642699 = -537438.818295 nChanged 24 SP:Iteration 18Q (7178.746082 sec): 3 clusters Score: Raw -540176.276515 + Penalty 2716.642699 = -537459.633816 nChanged 16 SP:Iteration 19Q (7178.798949 sec): 3 clusters Score: Raw -540188.478546 + Penalty 2716.642699 = -537471.835847 nChanged 11 SP:Iteration 20F (7178.852438 sec): 3 clusters Score: Raw -540193.987263 + Penalty 2716.642699 = -537477.344564 nChanged 7 SP:Iteration 21Q (7178.906061 sec): 3 clusters Score: Raw -540198.389421 + Penalty 2716.642699 = -537481.746722 nChanged 8 SP:Iteration 22Q (7178.959270 sec): 3 clusters Score: Raw -540202.897921 + Penalty 2716.642699 = -537486.255222 nChanged 5 SP:Iteration 23Q (7179.009328 sec): 3 clusters Score: Raw -540205.872969 + Penalty 2716.642699 = -537489.230270 nChanged 7 SP:Iteration 24Q (7179.062469 sec): 3 clusters Score: Raw -540210.573310 + Penalty 2716.642699 = -537493.930610 nChanged 4 SP:Iteration 25Q (7179.115862 sec): 3 clusters Score: Raw -540213.974588 + Penalty 2716.642699 = -537497.331889 nChanged 9 SP:Iteration 26Q (7179.169151 sec): 3 clusters Score: Raw -540222.926229 + Penalty 2716.642699 = -537506.283530 nChanged 13 SP:Iteration 27Q (7179.222372 sec): 3 clusters Score: Raw -540241.202872 + Penalty 2716.642699 = -537524.560173 nChanged 21 SP:Iteration 28Q (7179.275573 sec): 3 clusters Score: Raw -540261.678635 + Penalty 2716.642699 = -537545.035936 nChanged 18 SP:Iteration 29Q (7179.328978 sec): 3 clusters Score: Raw -540275.757568 + Penalty 2716.642699 = -537559.114869 nChanged 15 SP:Iteration 30Q (7179.383572 sec): 3 clusters Score: Raw -540284.082135 + Penalty 2716.642699 = -537567.439436 nChanged 7 SP:Iteration 31Q (7179.436924 sec): 3 clusters Score: Raw -540287.913063 + Penalty 2716.642699 = -537571.270364 nChanged 3 SP:Iteration 32Q (7179.501859 sec): 3 clusters Score: Raw -540289.083314 + Penalty 2716.642699 = -537572.440615 nChanged 2 SP:Iteration 33Q (7179.543130 sec): 3 clusters Score: Raw -540289.837537 + Penalty 2716.642699 = -537573.194838 nChanged 0 SP:Iteration 34F (7179.597937 sec): 3 clusters Score: Raw -540289.837537 + Penalty 2716.642699 = -537573.194838 nChanged 0 Trying to split cluster 12 (15715 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7179.652324 sec): 2 clusters Score: Raw -2012217.009703 + Penalty 1570.135279 = -2010646.874423 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7179.716198 sec): 3 clusters Score: Raw -2003047.340234 + Penalty 3140.270559 = -1999907.069675 nChanged 6962 SP:Iteration 1F (7179.783355 sec): 3 clusters Score: Raw -2006799.730947 + Penalty 3140.270559 = -2003659.460388 nChanged 952 SP:Iteration 2F (7179.858184 sec): 3 clusters Score: Raw -2007241.214009 + Penalty 3140.270559 = -2004100.943451 nChanged 980 SP:Iteration 3F (7179.924442 sec): 3 clusters Score: Raw -2007747.785955 + Penalty 3140.270559 = -2004607.515396 nChanged 930 SP:Iteration 4F (7179.993996 sec): 3 clusters Score: Raw -2008276.820569 + Penalty 3140.270559 = -2005136.550011 nChanged 975 SP:Iteration 5F (7180.074628 sec): 3 clusters Score: Raw -2008892.176757 + Penalty 3140.270559 = -2005751.906198 nChanged 995 SP:Iteration 6F (7180.140047 sec): 3 clusters Score: Raw -2009594.420685 + Penalty 3140.270559 = -2006454.150127 nChanged 935 SP:Iteration 7F (7180.216844 sec): 3 clusters Score: Raw -2010287.419898 + Penalty 3140.270559 = -2007147.149339 nChanged 765 SP:Iteration 8Q (7180.284199 sec): 3 clusters Score: Raw -2010905.558117 + Penalty 3140.270559 = -2007765.287558 nChanged 612 SP:Iteration 9Q (7180.360554 sec): 3 clusters Score: Raw -2011440.961442 + Penalty 3140.270559 = -2008300.690883 nChanged 476 SP:Iteration 10Q (7180.432069 sec): 3 clusters Score: Raw -2011900.271257 + Penalty 3140.270559 = -2008760.000698 nChanged 352 SP:Iteration 11Q (7180.514121 sec): 3 clusters Score: Raw -2012221.595454 + Penalty 3140.270559 = -2009081.324896 nChanged 264 SP:Iteration 12Q (7180.568711 sec): 3 clusters Score: Raw -2012409.606528 + Penalty 3140.270559 = -2009269.335970 nChanged 171 SP:Iteration 13Q (7180.637070 sec): 3 clusters Score: Raw -2012509.772195 + Penalty 3140.270559 = -2009369.501636 nChanged 135 SP:Iteration 14Q (7180.716938 sec): 3 clusters Score: Raw -2012589.086920 + Penalty 3140.270559 = -2009448.816361 nChanged 107 SP:Iteration 15Q (7180.783078 sec): 3 clusters Score: Raw -2012644.841415 + Penalty 3140.270559 = -2009504.570857 nChanged 98 SP:Iteration 16Q (7180.838381 sec): 3 clusters Score: Raw -2012687.743524 + Penalty 3140.270559 = -2009547.472965 nChanged 69 SP:Iteration 17Q (7180.905974 sec): 3 clusters Score: Raw -2012718.386950 + Penalty 3140.270559 = -2009578.116392 nChanged 51 SP:Iteration 18Q (7180.970249 sec): 3 clusters Score: Raw -2012734.313672 + Penalty 3140.270559 = -2009594.043114 nChanged 41 SP:Iteration 19Q (7181.036769 sec): 3 clusters Score: Raw -2012747.338442 + Penalty 3140.270559 = -2009607.067884 nChanged 38 SP:Iteration 20F (7181.104133 sec): 3 clusters Score: Raw -2012758.376593 + Penalty 3140.270559 = -2009618.106035 nChanged 28 SP:Iteration 21Q (7181.167492 sec): 3 clusters Score: Raw -2012766.038241 + Penalty 3140.270559 = -2009625.767682 nChanged 23 SP:Iteration 22Q (7181.237235 sec): 3 clusters Score: Raw -2012775.383693 + Penalty 3140.270559 = -2009635.113134 nChanged 25 SP:Iteration 23Q (7181.306871 sec): 3 clusters Score: Raw -2012787.565184 + Penalty 3140.270559 = -2009647.294626 nChanged 24 SP:Iteration 24Q (7181.381329 sec): 3 clusters Score: Raw -2012795.760273 + Penalty 3140.270559 = -2009655.489715 nChanged 16 SP:Iteration 25Q (7181.440085 sec): 3 clusters Score: Raw -2012801.241019 + Penalty 3140.270559 = -2009660.970461 nChanged 13 SP:Iteration 26Q (7181.503516 sec): 3 clusters Score: Raw -2012804.195810 + Penalty 3140.270559 = -2009663.925252 nChanged 6 SP:Iteration 27Q (7181.567174 sec): 3 clusters Score: Raw -2012805.703966 + Penalty 3140.270559 = -2009665.433408 nChanged 2 SP:Iteration 28Q (7181.635631 sec): 3 clusters Score: Raw -2012806.168038 + Penalty 3140.270559 = -2009665.897480 nChanged 1 SP:Iteration 29Q (7181.704593 sec): 3 clusters Score: Raw -2012806.423814 + Penalty 3140.270559 = -2009666.153255 nChanged 2 SP:Iteration 30Q (7181.772949 sec): 3 clusters Score: Raw -2012806.663872 + Penalty 3140.270559 = -2009666.393314 nChanged 2 SP:Iteration 31Q (7181.841386 sec): 3 clusters Score: Raw -2012808.409251 + Penalty 3140.270559 = -2009668.138692 nChanged 4 SP:Iteration 32Q (7181.900889 sec): 3 clusters Score: Raw -2012810.946268 + Penalty 3140.270559 = -2009670.675709 nChanged 8 SP:Iteration 33Q (7181.969266 sec): 3 clusters Score: Raw -2012813.581913 + Penalty 3140.270559 = -2009673.311354 nChanged 6 SP:Iteration 34Q (7182.038923 sec): 3 clusters Score: Raw -2012814.920471 + Penalty 3140.270559 = -2009674.649912 nChanged 6 SP:Iteration 35Q (7182.101978 sec): 3 clusters Score: Raw -2012816.273704 + Penalty 3140.270559 = -2009676.003145 nChanged 6 SP:Iteration 36Q (7182.160134 sec): 3 clusters Score: Raw -2012818.299592 + Penalty 3140.270559 = -2009678.029034 nChanged 9 SP:Iteration 37Q (7182.228494 sec): 3 clusters Score: Raw -2012820.516055 + Penalty 3140.270559 = -2009680.245496 nChanged 9 SP:Iteration 38Q (7182.295301 sec): 3 clusters Score: Raw -2012823.092281 + Penalty 3140.270559 = -2009682.821723 nChanged 11 SP:Iteration 39Q (7182.362265 sec): 3 clusters Score: Raw -2012827.188355 + Penalty 3140.270559 = -2009686.917796 nChanged 13 SP:Iteration 40F (7182.428823 sec): 3 clusters Score: Raw -2012830.308802 + Penalty 3140.270559 = -2009690.038244 nChanged 10 SP:Iteration 41Q (7182.499119 sec): 3 clusters Score: Raw -2012833.258015 + Penalty 3140.270559 = -2009692.987457 nChanged 6 SP:Iteration 42Q (7182.555059 sec): 3 clusters Score: Raw -2012835.529135 + Penalty 3140.270559 = -2009695.258577 nChanged 4 SP:Iteration 43Q (7182.618835 sec): 3 clusters Score: Raw -2012836.654786 + Penalty 3140.270559 = -2009696.384227 nChanged 1 SP:Iteration 44Q (7182.687324 sec): 3 clusters Score: Raw -2012836.911751 + Penalty 3140.270559 = -2009696.641192 nChanged 2 SP:Iteration 45Q (7182.752992 sec): 3 clusters Score: Raw -2012837.353052 + Penalty 3140.270559 = -2009697.082494 nChanged 1 SP:Iteration 46Q (7182.822464 sec): 3 clusters Score: Raw -2012837.569790 + Penalty 3140.270559 = -2009697.299231 nChanged 1 SP:Iteration 47Q (7182.891513 sec): 3 clusters Score: Raw -2012837.727819 + Penalty 3140.270559 = -2009697.457261 nChanged 1 SP:Iteration 48Q (7182.958548 sec): 3 clusters Score: Raw -2012838.269604 + Penalty 3140.270559 = -2009697.999045 nChanged 2 SP:Iteration 49Q (7183.027611 sec): 3 clusters Score: Raw -2012838.779135 + Penalty 3140.270559 = -2009698.508576 nChanged 3 SP:Iteration 50Q (7183.084198 sec): 3 clusters Score: Raw -2012839.416696 + Penalty 3140.270559 = -2009699.146137 nChanged 2 SP:Iteration 51Q (7183.153830 sec): 3 clusters Score: Raw -2012839.794467 + Penalty 3140.270559 = -2009699.523908 nChanged 4 SP:Iteration 52Q (7183.225472 sec): 3 clusters Score: Raw -2012840.567658 + Penalty 3140.270559 = -2009700.297100 nChanged 3 SP:Iteration 53Q (7183.284361 sec): 3 clusters Score: Raw -2012841.129473 + Penalty 3140.270559 = -2009700.858915 nChanged 3 SP:Iteration 54Q (7183.362440 sec): 3 clusters Score: Raw -2012841.933775 + Penalty 3140.270559 = -2009701.663217 nChanged 4 SP:Iteration 55Q (7183.420917 sec): 3 clusters Score: Raw -2012842.877375 + Penalty 3140.270559 = -2009702.606816 nChanged 4 SP:Iteration 56Q (7183.486389 sec): 3 clusters Score: Raw -2012843.577809 + Penalty 3140.270559 = -2009703.307251 nChanged 3 SP:Iteration 57Q (7183.549957 sec): 3 clusters Score: Raw -2012844.302098 + Penalty 3140.270559 = -2009704.031540 nChanged 2 SP:Iteration 58Q (7183.613748 sec): 3 clusters Score: Raw -2012844.744672 + Penalty 3140.270559 = -2009704.474113 nChanged 1 SP:Iteration 59Q (7183.686797 sec): 3 clusters Score: Raw -2012845.024494 + Penalty 3140.270559 = -2009704.753935 nChanged 0 SP:Iteration 60F (7183.749493 sec): 3 clusters Score: Raw -2012845.024494 + Penalty 3140.270559 = -2009704.753935 nChanged 0 Trying to split cluster 13 (2782 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7183.788391 sec): 2 clusters Score: Raw -360234.825060 + Penalty 1288.775373 = -358946.049687 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7183.830202 sec): 3 clusters Score: Raw -358926.074251 + Penalty 2577.550746 = -356348.523505 nChanged 1056 SP:Iteration 1F (7183.880050 sec): 3 clusters Score: Raw -359629.755274 + Penalty 2577.550746 = -357052.204527 nChanged 263 SP:Iteration 2F (7183.932542 sec): 3 clusters Score: Raw -359894.385136 + Penalty 2577.550746 = -357316.834390 nChanged 197 SP:Iteration 3F (7183.986535 sec): 3 clusters Score: Raw -360056.844460 + Penalty 2577.550746 = -357479.293714 nChanged 156 SP:Iteration 4F (7184.040146 sec): 3 clusters Score: Raw -360183.105501 + Penalty 2577.550746 = -357605.554755 nChanged 119 SP:Iteration 5Q (7184.092470 sec): 3 clusters Score: Raw -360284.676850 + Penalty 2577.550746 = -357707.126104 nChanged 95 SP:Iteration 6Q (7184.140954 sec): 3 clusters Score: Raw -360350.765599 + Penalty 2577.550746 = -357773.214853 nChanged 66 SP:Iteration 7Q (7184.189243 sec): 3 clusters Score: Raw -360390.403459 + Penalty 2577.550746 = -357812.852713 nChanged 44 SP:Iteration 8Q (7184.239377 sec): 3 clusters Score: Raw -360414.623236 + Penalty 2577.550746 = -357837.072490 nChanged 31 SP:Iteration 9Q (7184.288437 sec): 3 clusters Score: Raw -360432.539266 + Penalty 2577.550746 = -357854.988519 nChanged 23 SP:Iteration 10Q (7184.348514 sec): 3 clusters Score: Raw -360447.244292 + Penalty 2577.550746 = -357869.693546 nChanged 29 SP:Iteration 11Q (7184.390231 sec): 3 clusters Score: Raw -360466.244556 + Penalty 2577.550746 = -357888.693810 nChanged 30 SP:Iteration 12Q (7184.451379 sec): 3 clusters Score: Raw -360480.542240 + Penalty 2577.550746 = -357902.991494 nChanged 27 SP:Iteration 13Q (7184.499106 sec): 3 clusters Score: Raw -360495.573755 + Penalty 2577.550746 = -357918.023009 nChanged 24 SP:Iteration 14Q (7184.540184 sec): 3 clusters Score: Raw -360508.699919 + Penalty 2577.550746 = -357931.149173 nChanged 23 SP:Iteration 15Q (7184.560763 sec): 3 clusters Score: Raw -360522.749685 + Penalty 2577.550746 = -357945.198939 nChanged 15 SP:Iteration 16Q (7184.574683 sec): 3 clusters Score: Raw -360530.475210 + Penalty 2577.550746 = -357952.924464 nChanged 13 SP:Iteration 17Q (7184.588160 sec): 3 clusters Score: Raw -360536.631539 + Penalty 2577.550746 = -357959.080793 nChanged 8 SP:Iteration 18Q (7184.601575 sec): 3 clusters Score: Raw -360539.279891 + Penalty 2577.550746 = -357961.729145 nChanged 6 SP:Iteration 19Q (7184.614826 sec): 3 clusters Score: Raw -360541.553334 + Penalty 2577.550746 = -357964.002588 nChanged 6 SP:Iteration 20F (7184.628356 sec): 3 clusters Score: Raw -360543.574880 + Penalty 2577.550746 = -357966.024134 nChanged 6 SP:Iteration 21Q (7184.641691 sec): 3 clusters Score: Raw -360545.989450 + Penalty 2577.550746 = -357968.438704 nChanged 3 SP:Iteration 22Q (7184.655050 sec): 3 clusters Score: Raw -360547.502455 + Penalty 2577.550746 = -357969.951709 nChanged 2 SP:Iteration 23Q (7184.668377 sec): 3 clusters Score: Raw -360547.856758 + Penalty 2577.550746 = -357970.306012 nChanged 1 SP:Iteration 24Q (7184.724967 sec): 3 clusters Score: Raw -360548.123374 + Penalty 2577.550746 = -357970.572628 nChanged 0 SP:Iteration 25F (7184.781131 sec): 3 clusters Score: Raw -360548.123374 + Penalty 2577.550746 = -357970.572628 nChanged 0 Trying to split cluster 14 (197 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7184.805436 sec): 2 clusters Score: Raw -19528.254046 + Penalty 858.520606 = -18669.733440 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7184.847975 sec): 3 clusters Score: Raw -19708.177526 + Penalty 1717.041212 = -17991.136314 nChanged 32 SP:Iteration 1F (7184.888953 sec): 3 clusters Score: Raw -19805.131718 + Penalty 1717.041212 = -18088.090506 nChanged 10 SP:Iteration 2F (7184.934183 sec): 3 clusters Score: Raw -19827.383191 + Penalty 1717.041212 = -18110.341980 nChanged 7 SP:Iteration 3Q (7184.966860 sec): 3 clusters Score: Raw -19843.573830 + Penalty 1717.041212 = -18126.532618 nChanged 1 SP:Iteration 4Q (7185.005626 sec): 3 clusters Score: Raw -19853.163687 + Penalty 1717.041212 = -18136.122475 nChanged 0 SP:Iteration 5F (7185.045424 sec): 3 clusters Score: Raw -19853.163687 + Penalty 1717.041212 = -18136.122475 nChanged 0 Trying to split cluster 15 (30112 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7185.110371 sec): 2 clusters Score: Raw -3969435.795149 + Penalty 1675.810344 = -3967759.984805 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7185.208323 sec): 3 clusters Score: Raw -3950717.503436 + Penalty 3351.620689 = -3947365.882747 nChanged 13978 SP:Iteration 1F (7185.303109 sec): 3 clusters Score: Raw -3958754.290294 + Penalty 3351.620689 = -3955402.669605 nChanged 1410 SP:Iteration 2Q (7185.387561 sec): 3 clusters Score: Raw -3959254.093203 + Penalty 3351.620689 = -3955902.472514 nChanged 1438 SP:Iteration 3Q (7185.474588 sec): 3 clusters Score: Raw -3959807.640773 + Penalty 3351.620689 = -3956456.020084 nChanged 1437 SP:Iteration 4Q (7185.571972 sec): 3 clusters Score: Raw -3960401.482771 + Penalty 3351.620689 = -3957049.862083 nChanged 1474 SP:Iteration 5Q (7185.668274 sec): 3 clusters Score: Raw -3961086.983839 + Penalty 3351.620689 = -3957735.363150 nChanged 1478 SP:Iteration 6Q (7185.755073 sec): 3 clusters Score: Raw -3961862.575716 + Penalty 3351.620689 = -3958510.955027 nChanged 1499 SP:Iteration 7Q (7185.835780 sec): 3 clusters Score: Raw -3962798.915984 + Penalty 3351.620689 = -3959447.295295 nChanged 1556 SP:Iteration 8F (7185.931328 sec): 3 clusters Score: Raw -3963919.538287 + Penalty 3351.620689 = -3960567.917599 nChanged 1593 SP:Iteration 9F (7186.026587 sec): 3 clusters Score: Raw -3965211.570683 + Penalty 3351.620689 = -3961859.949994 nChanged 1555 SP:Iteration 10F (7186.125748 sec): 3 clusters Score: Raw -3966418.764138 + Penalty 3351.620689 = -3963067.143449 nChanged 1307 SP:Iteration 11Q (7186.224973 sec): 3 clusters Score: Raw -3967206.564856 + Penalty 3351.620689 = -3963854.944168 nChanged 961 SP:Iteration 12Q (7186.324954 sec): 3 clusters Score: Raw -3967615.520892 + Penalty 3351.620689 = -3964263.900203 nChanged 631 SP:Iteration 13Q (7186.426737 sec): 3 clusters Score: Raw -3967837.554831 + Penalty 3351.620689 = -3964485.934142 nChanged 483 SP:Iteration 14Q (7186.533918 sec): 3 clusters Score: Raw -3967987.011542 + Penalty 3351.620689 = -3964635.390853 nChanged 398 SP:Iteration 15Q (7186.631755 sec): 3 clusters Score: Raw -3968100.750829 + Penalty 3351.620689 = -3964749.130141 nChanged 346 SP:Iteration 16Q (7186.729180 sec): 3 clusters Score: Raw -3968192.485451 + Penalty 3351.620689 = -3964840.864762 nChanged 300 SP:Iteration 17Q (7186.791349 sec): 3 clusters Score: Raw -3968262.620470 + Penalty 3351.620689 = -3964910.999781 nChanged 285 SP:Iteration 18Q (7186.885019 sec): 3 clusters Score: Raw -3968330.476408 + Penalty 3351.620689 = -3964978.855719 nChanged 253 SP:Iteration 19Q (7186.991818 sec): 3 clusters Score: Raw -3968382.574175 + Penalty 3351.620689 = -3965030.953486 nChanged 230 SP:Iteration 20F (7187.088929 sec): 3 clusters Score: Raw -3968425.370054 + Penalty 3351.620689 = -3965073.749365 nChanged 222 SP:Iteration 21Q (7187.177099 sec): 3 clusters Score: Raw -3968464.028537 + Penalty 3351.620689 = -3965112.407848 nChanged 209 SP:Iteration 22Q (7187.269968 sec): 3 clusters Score: Raw -3968499.692865 + Penalty 3351.620689 = -3965148.072176 nChanged 196 SP:Iteration 23Q (7187.341421 sec): 3 clusters Score: Raw -3968531.806724 + Penalty 3351.620689 = -3965180.186035 nChanged 193 SP:Iteration 24Q (7187.433610 sec): 3 clusters Score: Raw -3968566.821426 + Penalty 3351.620689 = -3965215.200737 nChanged 188 SP:Iteration 25Q (7187.523611 sec): 3 clusters Score: Raw -3968603.303400 + Penalty 3351.620689 = -3965251.682711 nChanged 196 SP:Iteration 26Q (7187.606565 sec): 3 clusters Score: Raw -3968637.880368 + Penalty 3351.620689 = -3965286.259680 nChanged 176 SP:Iteration 27Q (7187.697924 sec): 3 clusters Score: Raw -3968667.845084 + Penalty 3351.620689 = -3965316.224395 nChanged 170 SP:Iteration 28Q (7187.788292 sec): 3 clusters Score: Raw -3968696.750760 + Penalty 3351.620689 = -3965345.130071 nChanged 161 SP:Iteration 29Q (7187.871851 sec): 3 clusters Score: Raw -3968723.017115 + Penalty 3351.620689 = -3965371.396426 nChanged 157 SP:Iteration 30Q (7187.968003 sec): 3 clusters Score: Raw -3968750.720817 + Penalty 3351.620689 = -3965399.100128 nChanged 160 SP:Iteration 31Q (7188.051143 sec): 3 clusters Score: Raw -3968778.429845 + Penalty 3351.620689 = -3965426.809156 nChanged 147 SP:Iteration 32Q (7188.150937 sec): 3 clusters Score: Raw -3968804.683536 + Penalty 3351.620689 = -3965453.062847 nChanged 142 SP:Iteration 33Q (7188.241190 sec): 3 clusters Score: Raw -3968832.039085 + Penalty 3351.620689 = -3965480.418396 nChanged 153 SP:Iteration 34Q (7188.330835 sec): 3 clusters Score: Raw -3968860.334392 + Penalty 3351.620689 = -3965508.713703 nChanged 148 SP:Iteration 35Q (7188.426157 sec): 3 clusters Score: Raw -3968886.151983 + Penalty 3351.620689 = -3965534.531294 nChanged 140 SP:Iteration 36Q (7188.513448 sec): 3 clusters Score: Raw -3968909.322541 + Penalty 3351.620689 = -3965557.701852 nChanged 120 SP:Iteration 37Q (7188.599308 sec): 3 clusters Score: Raw -3968931.388179 + Penalty 3351.620689 = -3965579.767490 nChanged 136 SP:Iteration 38Q (7188.694423 sec): 3 clusters Score: Raw -3968956.236689 + Penalty 3351.620689 = -3965604.616000 nChanged 117 SP:Iteration 39Q (7188.782680 sec): 3 clusters Score: Raw -3968975.829882 + Penalty 3351.620689 = -3965624.209193 nChanged 129 SP:Iteration 40F (7188.871814 sec): 3 clusters Score: Raw -3969001.005688 + Penalty 3351.620689 = -3965649.384999 nChanged 130 SP:Iteration 41Q (7188.946759 sec): 3 clusters Score: Raw -3969027.185297 + Penalty 3351.620689 = -3965675.564608 nChanged 127 SP:Iteration 42Q (7189.002600 sec): 3 clusters Score: Raw -3969054.663827 + Penalty 3351.620689 = -3965703.043138 nChanged 138 SP:Iteration 43Q (7189.104763 sec): 3 clusters Score: Raw -3969083.296058 + Penalty 3351.620689 = -3965731.675369 nChanged 134 SP:Iteration 44Q (7189.188058 sec): 3 clusters Score: Raw -3969114.202482 + Penalty 3351.620689 = -3965762.581794 nChanged 129 SP:Iteration 45Q (7189.282692 sec): 3 clusters Score: Raw -3969139.599216 + Penalty 3351.620689 = -3965787.978528 nChanged 134 SP:Iteration 46Q (7189.377077 sec): 3 clusters Score: Raw -3969167.250810 + Penalty 3351.620689 = -3965815.630121 nChanged 135 SP:Iteration 47Q (7189.456863 sec): 3 clusters Score: Raw -3969200.880959 + Penalty 3351.620689 = -3965849.260270 nChanged 144 SP:Iteration 48Q (7189.531258 sec): 3 clusters Score: Raw -3969238.708995 + Penalty 3351.620689 = -3965887.088307 nChanged 138 SP:Iteration 49Q (7189.620862 sec): 3 clusters Score: Raw -3969275.654900 + Penalty 3351.620689 = -3965924.034211 nChanged 132 SP:Iteration 50Q (7189.707894 sec): 3 clusters Score: Raw -3969307.728071 + Penalty 3351.620689 = -3965956.107382 nChanged 125 SP:Iteration 51Q (7189.785682 sec): 3 clusters Score: Raw -3969337.620730 + Penalty 3351.620689 = -3965986.000041 nChanged 113 SP:Iteration 52Q (7189.874635 sec): 3 clusters Score: Raw -3969365.109574 + Penalty 3351.620689 = -3966013.488885 nChanged 96 SP:Iteration 53Q (7189.963599 sec): 3 clusters Score: Raw -3969386.886081 + Penalty 3351.620689 = -3966035.265392 nChanged 91 SP:Iteration 54Q (7190.049159 sec): 3 clusters Score: Raw -3969406.475745 + Penalty 3351.620689 = -3966054.855056 nChanged 93 SP:Iteration 55Q (7190.143288 sec): 3 clusters Score: Raw -3969428.217626 + Penalty 3351.620689 = -3966076.596938 nChanged 83 SP:Iteration 56Q (7190.233022 sec): 3 clusters Score: Raw -3969445.588014 + Penalty 3351.620689 = -3966093.967325 nChanged 67 SP:Iteration 57Q (7190.318301 sec): 3 clusters Score: Raw -3969457.118898 + Penalty 3351.620689 = -3966105.498209 nChanged 63 SP:Iteration 58Q (7190.414798 sec): 3 clusters Score: Raw -3969469.729071 + Penalty 3351.620689 = -3966118.108382 nChanged 58 SP:Iteration 59Q (7190.498173 sec): 3 clusters Score: Raw -3969483.654551 + Penalty 3351.620689 = -3966132.033863 nChanged 63 SP:Iteration 60F (7190.592726 sec): 3 clusters Score: Raw -3969501.817489 + Penalty 3351.620689 = -3966150.196801 nChanged 75 SP:Iteration 61Q (7190.679064 sec): 3 clusters Score: Raw -3969522.894343 + Penalty 3351.620689 = -3966171.273654 nChanged 58 SP:Iteration 62Q (7190.777194 sec): 3 clusters Score: Raw -3969539.338932 + Penalty 3351.620689 = -3966187.718243 nChanged 68 SP:Iteration 63Q (7190.827378 sec): 3 clusters Score: Raw -3969559.263219 + Penalty 3351.620689 = -3966207.642530 nChanged 70 SP:Iteration 64Q (7190.909355 sec): 3 clusters Score: Raw -3969581.929758 + Penalty 3351.620689 = -3966230.309070 nChanged 65 SP:Iteration 65Q (7191.001309 sec): 3 clusters Score: Raw -3969602.604038 + Penalty 3351.620689 = -3966250.983350 nChanged 82 SP:Iteration 66Q (7191.091881 sec): 3 clusters Score: Raw -3969625.653795 + Penalty 3351.620689 = -3966274.033107 nChanged 70 SP:Iteration 67Q (7191.177396 sec): 3 clusters Score: Raw -3969645.852922 + Penalty 3351.620689 = -3966294.232233 nChanged 64 SP:Iteration 68Q (7191.267510 sec): 3 clusters Score: Raw -3969665.502721 + Penalty 3351.620689 = -3966313.882032 nChanged 69 SP:Iteration 69Q (7191.352357 sec): 3 clusters Score: Raw -3969684.959005 + Penalty 3351.620689 = -3966333.338316 nChanged 60 SP:Iteration 70Q (7191.437572 sec): 3 clusters Score: Raw -3969703.490122 + Penalty 3351.620689 = -3966351.869433 nChanged 58 SP:Iteration 71Q (7191.530122 sec): 3 clusters Score: Raw -3969716.989750 + Penalty 3351.620689 = -3966365.369061 nChanged 42 SP:Iteration 72Q (7191.612778 sec): 3 clusters Score: Raw -3969727.920029 + Penalty 3351.620689 = -3966376.299340 nChanged 41 SP:Iteration 73Q (7191.709735 sec): 3 clusters Score: Raw -3969738.314551 + Penalty 3351.620689 = -3966386.693863 nChanged 33 SP:Iteration 74Q (7191.801851 sec): 3 clusters Score: Raw -3969747.066960 + Penalty 3351.620689 = -3966395.446271 nChanged 32 SP:Iteration 75Q (7191.893489 sec): 3 clusters Score: Raw -3969754.003707 + Penalty 3351.620689 = -3966402.383018 nChanged 25 SP:Iteration 76Q (7191.984182 sec): 3 clusters Score: Raw -3969759.787274 + Penalty 3351.620689 = -3966408.166585 nChanged 20 SP:Iteration 77Q (7192.075264 sec): 3 clusters Score: Raw -3969765.329295 + Penalty 3351.620689 = -3966413.708606 nChanged 25 SP:Iteration 78Q (7192.158087 sec): 3 clusters Score: Raw -3969770.805101 + Penalty 3351.620689 = -3966419.184412 nChanged 15 SP:Iteration 79Q (7192.246101 sec): 3 clusters Score: Raw -3969774.731423 + Penalty 3351.620689 = -3966423.110734 nChanged 20 SP:Iteration 80F (7192.339428 sec): 3 clusters Score: Raw -3969779.016320 + Penalty 3351.620689 = -3966427.395631 nChanged 13 SP:Iteration 81Q (7192.427073 sec): 3 clusters Score: Raw -3969781.283024 + Penalty 3351.620689 = -3966429.662336 nChanged 16 SP:Iteration 82Q (7192.524405 sec): 3 clusters Score: Raw -3969784.969136 + Penalty 3351.620689 = -3966433.348447 nChanged 9 SP:Iteration 83Q (7192.609249 sec): 3 clusters Score: Raw -3969787.156038 + Penalty 3351.620689 = -3966435.535350 nChanged 8 SP:Iteration 84Q (7192.699507 sec): 3 clusters Score: Raw -3969788.442401 + Penalty 3351.620689 = -3966436.821712 nChanged 7 SP:Iteration 85Q (7192.786807 sec): 3 clusters Score: Raw -3969789.623127 + Penalty 3351.620689 = -3966438.002439 nChanged 7 SP:Iteration 86Q (7192.871654 sec): 3 clusters Score: Raw -3969790.914862 + Penalty 3351.620689 = -3966439.294173 nChanged 9 SP:Iteration 87Q (7192.958331 sec): 3 clusters Score: Raw -3969792.428678 + Penalty 3351.620689 = -3966440.807989 nChanged 12 SP:Iteration 88Q (7193.033258 sec): 3 clusters Score: Raw -3969794.388854 + Penalty 3351.620689 = -3966442.768165 nChanged 10 SP:Iteration 89Q (7193.119752 sec): 3 clusters Score: Raw -3969797.156414 + Penalty 3351.620689 = -3966445.535725 nChanged 21 SP:Iteration 90Q (7193.205298 sec): 3 clusters Score: Raw -3969803.541848 + Penalty 3351.620689 = -3966451.921159 nChanged 21 SP:Iteration 91Q (7193.293846 sec): 3 clusters Score: Raw -3969809.774963 + Penalty 3351.620689 = -3966458.154274 nChanged 18 SP:Iteration 92Q (7193.374772 sec): 3 clusters Score: Raw -3969815.394223 + Penalty 3351.620689 = -3966463.773534 nChanged 17 SP:Iteration 93Q (7193.465723 sec): 3 clusters Score: Raw -3969821.441604 + Penalty 3351.620689 = -3966469.820915 nChanged 13 SP:Iteration 94Q (7193.555250 sec): 3 clusters Score: Raw -3969826.258493 + Penalty 3351.620689 = -3966474.637804 nChanged 15 SP:Iteration 95Q (7193.644732 sec): 3 clusters Score: Raw -3969829.675786 + Penalty 3351.620689 = -3966478.055097 nChanged 15 SP:Iteration 96Q (7193.732954 sec): 3 clusters Score: Raw -3969834.030698 + Penalty 3351.620689 = -3966482.410009 nChanged 17 SP:Iteration 97Q (7193.808972 sec): 3 clusters Score: Raw -3969840.313651 + Penalty 3351.620689 = -3966488.692962 nChanged 16 SP:Iteration 98Q (7193.895593 sec): 3 clusters Score: Raw -3969844.772015 + Penalty 3351.620689 = -3966493.151326 nChanged 16 SP:Iteration 99Q (7193.993082 sec): 3 clusters Score: Raw -3969849.749655 + Penalty 3351.620689 = -3966498.128966 nChanged 16 SP:Iteration 100F (7194.077047 sec): 3 clusters Score: Raw -3969855.176185 + Penalty 3351.620689 = -3966503.555496 nChanged 21 SP:Iteration 101Q (7194.165300 sec): 3 clusters Score: Raw -3969862.626510 + Penalty 3351.620689 = -3966511.005822 nChanged 13 SP:Iteration 102Q (7194.262722 sec): 3 clusters Score: Raw -3969867.850580 + Penalty 3351.620689 = -3966516.229891 nChanged 14 SP:Iteration 103Q (7194.352043 sec): 3 clusters Score: Raw -3969873.446866 + Penalty 3351.620689 = -3966521.826177 nChanged 15 SP:Iteration 104Q (7194.434153 sec): 3 clusters Score: Raw -3969877.621890 + Penalty 3351.620689 = -3966526.001201 nChanged 10 SP:Iteration 105Q (7194.517740 sec): 3 clusters Score: Raw -3969881.607483 + Penalty 3351.620689 = -3966529.986794 nChanged 12 SP:Iteration 106Q (7194.605061 sec): 3 clusters Score: Raw -3969886.517758 + Penalty 3351.620689 = -3966534.897070 nChanged 17 SP:Iteration 107Q (7194.689740 sec): 3 clusters Score: Raw -3969893.949689 + Penalty 3351.620689 = -3966542.329000 nChanged 10 SP:Iteration 108Q (7194.774274 sec): 3 clusters Score: Raw -3969896.948978 + Penalty 3351.620689 = -3966545.328289 nChanged 8 SP:Iteration 109Q (7194.850655 sec): 3 clusters Score: Raw -3969898.939908 + Penalty 3351.620689 = -3966547.319219 nChanged 8 SP:Iteration 110Q (7194.942508 sec): 3 clusters Score: Raw -3969900.973383 + Penalty 3351.620689 = -3966549.352694 nChanged 5 SP:Iteration 111Q (7195.023969 sec): 3 clusters Score: Raw -3969901.846426 + Penalty 3351.620689 = -3966550.225738 nChanged 4 SP:Iteration 112Q (7195.102005 sec): 3 clusters Score: Raw -3969903.136563 + Penalty 3351.620689 = -3966551.515875 nChanged 4 SP:Iteration 113Q (7195.194118 sec): 3 clusters Score: Raw -3969904.384077 + Penalty 3351.620689 = -3966552.763388 nChanged 7 SP:Iteration 114Q (7195.271861 sec): 3 clusters Score: Raw -3969906.295406 + Penalty 3351.620689 = -3966554.674718 nChanged 6 SP:Iteration 115Q (7195.365854 sec): 3 clusters Score: Raw -3969908.593247 + Penalty 3351.620689 = -3966556.972558 nChanged 5 SP:Iteration 116Q (7195.454904 sec): 3 clusters Score: Raw -3969909.857042 + Penalty 3351.620689 = -3966558.236353 nChanged 4 SP:Iteration 117Q (7195.502215 sec): 3 clusters Score: Raw -3969911.273286 + Penalty 3351.620689 = -3966559.652597 nChanged 6 SP:Iteration 118Q (7195.554569 sec): 3 clusters Score: Raw -3969913.703882 + Penalty 3351.620689 = -3966562.083193 nChanged 3 SP:Iteration 119Q (7195.619458 sec): 3 clusters Score: Raw -3969914.533131 + Penalty 3351.620689 = -3966562.912442 nChanged 4 SP:Iteration 120F (7195.687642 sec): 3 clusters Score: Raw -3969915.913421 + Penalty 3351.620689 = -3966564.292732 nChanged 7 SP:Iteration 121Q (7195.752936 sec): 3 clusters Score: Raw -3969918.512733 + Penalty 3351.620689 = -3966566.892044 nChanged 3 SP:Iteration 122Q (7195.839239 sec): 3 clusters Score: Raw -3969919.139621 + Penalty 3351.620689 = -3966567.518932 nChanged 5 SP:Iteration 123Q (7195.930038 sec): 3 clusters Score: Raw -3969920.935338 + Penalty 3351.620689 = -3966569.314649 nChanged 6 SP:Iteration 124Q (7196.026298 sec): 3 clusters Score: Raw -3969922.636656 + Penalty 3351.620689 = -3966571.015967 nChanged 5 SP:Iteration 125Q (7196.112500 sec): 3 clusters Score: Raw -3969924.717696 + Penalty 3351.620689 = -3966573.097008 nChanged 5 SP:Iteration 126Q (7196.201846 sec): 3 clusters Score: Raw -3969926.158875 + Penalty 3351.620689 = -3966574.538186 nChanged 3 SP:Iteration 127Q (7196.277895 sec): 3 clusters Score: Raw -3969926.492551 + Penalty 3351.620689 = -3966574.871863 nChanged 1 SP:Iteration 128Q (7196.362440 sec): 3 clusters Score: Raw -3969926.589808 + Penalty 3351.620689 = -3966574.969119 nChanged 1 SP:Iteration 129Q (7196.447984 sec): 3 clusters Score: Raw -3969926.719521 + Penalty 3351.620689 = -3966575.098832 nChanged 1 SP:Iteration 130Q (7196.517315 sec): 3 clusters Score: Raw -3969926.831322 + Penalty 3351.620689 = -3966575.210634 nChanged 0 SP:Iteration 131F (7196.611625 sec): 3 clusters Score: Raw -3969926.831322 + Penalty 3351.620689 = -3966575.210634 nChanged 0 Trying to split cluster 16 (15806 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7196.649653 sec): 2 clusters Score: Raw -2115734.274383 + Penalty 1571.073545 = -2114163.200838 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7196.723665 sec): 3 clusters Score: Raw -2106372.257350 + Penalty 3142.147090 = -2103230.110260 nChanged 7066 SP:Iteration 1F (7196.795930 sec): 3 clusters Score: Raw -2110521.159189 + Penalty 3142.147090 = -2107379.012099 nChanged 990 SP:Iteration 2F (7196.871416 sec): 3 clusters Score: Raw -2111197.583956 + Penalty 3142.147090 = -2108055.436866 nChanged 1073 SP:Iteration 3F (7196.931367 sec): 3 clusters Score: Raw -2112079.391119 + Penalty 3142.147090 = -2108937.244028 nChanged 1139 SP:Iteration 4F (7197.000507 sec): 3 clusters Score: Raw -2112941.475853 + Penalty 3142.147090 = -2109799.328763 nChanged 1079 SP:Iteration 5F (7197.069514 sec): 3 clusters Score: Raw -2113755.725316 + Penalty 3142.147090 = -2110613.578225 nChanged 979 SP:Iteration 6F (7197.139747 sec): 3 clusters Score: Raw -2114503.930756 + Penalty 3142.147090 = -2111361.783666 nChanged 906 SP:Iteration 7F (7197.222438 sec): 3 clusters Score: Raw -2115196.353094 + Penalty 3142.147090 = -2112054.206004 nChanged 779 SP:Iteration 8Q (7197.296823 sec): 3 clusters Score: Raw -2115752.990512 + Penalty 3142.147090 = -2112610.843422 nChanged 593 SP:Iteration 9Q (7197.371448 sec): 3 clusters Score: Raw -2116138.972709 + Penalty 3142.147090 = -2112996.825619 nChanged 486 SP:Iteration 10Q (7197.445290 sec): 3 clusters Score: Raw -2116396.052909 + Penalty 3142.147090 = -2113253.905819 nChanged 361 SP:Iteration 11Q (7197.508208 sec): 3 clusters Score: Raw -2116574.153904 + Penalty 3142.147090 = -2113432.006813 nChanged 300 SP:Iteration 12Q (7197.589846 sec): 3 clusters Score: Raw -2116723.824730 + Penalty 3142.147090 = -2113581.677640 nChanged 260 SP:Iteration 13Q (7197.652937 sec): 3 clusters Score: Raw -2116844.263420 + Penalty 3142.147090 = -2113702.116329 nChanged 229 SP:Iteration 14Q (7197.724646 sec): 3 clusters Score: Raw -2116962.711274 + Penalty 3142.147090 = -2113820.564183 nChanged 217 SP:Iteration 15Q (7197.806825 sec): 3 clusters Score: Raw -2117057.138173 + Penalty 3142.147090 = -2113914.991083 nChanged 168 SP:Iteration 16Q (7197.868800 sec): 3 clusters Score: Raw -2117122.864340 + Penalty 3142.147090 = -2113980.717250 nChanged 147 SP:Iteration 17Q (7197.940962 sec): 3 clusters Score: Raw -2117186.656219 + Penalty 3142.147090 = -2114044.509129 nChanged 128 SP:Iteration 18Q (7198.013409 sec): 3 clusters Score: Raw -2117253.354552 + Penalty 3142.147090 = -2114111.207462 nChanged 141 SP:Iteration 19Q (7198.081360 sec): 3 clusters Score: Raw -2117332.481880 + Penalty 3142.147090 = -2114190.334790 nChanged 141 SP:Iteration 20F (7198.155003 sec): 3 clusters Score: Raw -2117406.819485 + Penalty 3142.147090 = -2114264.672394 nChanged 121 SP:Iteration 21Q (7198.224515 sec): 3 clusters Score: Raw -2117467.223622 + Penalty 3142.147090 = -2114325.076531 nChanged 122 SP:Iteration 22Q (7198.305047 sec): 3 clusters Score: Raw -2117536.869671 + Penalty 3142.147090 = -2114394.722580 nChanged 116 SP:Iteration 23Q (7198.373949 sec): 3 clusters Score: Raw -2117606.500714 + Penalty 3142.147090 = -2114464.353624 nChanged 113 SP:Iteration 24Q (7198.447536 sec): 3 clusters Score: Raw -2117661.281934 + Penalty 3142.147090 = -2114519.134844 nChanged 98 SP:Iteration 25Q (7198.511208 sec): 3 clusters Score: Raw -2117709.149849 + Penalty 3142.147090 = -2114567.002759 nChanged 100 SP:Iteration 26Q (7198.581785 sec): 3 clusters Score: Raw -2117744.263551 + Penalty 3142.147090 = -2114602.116460 nChanged 73 SP:Iteration 27Q (7198.665019 sec): 3 clusters Score: Raw -2117763.631383 + Penalty 3142.147090 = -2114621.484293 nChanged 52 SP:Iteration 28Q (7198.737586 sec): 3 clusters Score: Raw -2117775.942911 + Penalty 3142.147090 = -2114633.795820 nChanged 51 SP:Iteration 29Q (7198.798156 sec): 3 clusters Score: Raw -2117785.309114 + Penalty 3142.147090 = -2114643.162024 nChanged 39 SP:Iteration 30Q (7198.881151 sec): 3 clusters Score: Raw -2117792.477530 + Penalty 3142.147090 = -2114650.330439 nChanged 40 SP:Iteration 31Q (7198.953943 sec): 3 clusters Score: Raw -2117801.553595 + Penalty 3142.147090 = -2114659.406504 nChanged 44 SP:Iteration 32Q (7199.024905 sec): 3 clusters Score: Raw -2117810.602191 + Penalty 3142.147090 = -2114668.455100 nChanged 36 SP:Iteration 33Q (7199.095576 sec): 3 clusters Score: Raw -2117820.578473 + Penalty 3142.147090 = -2114678.431383 nChanged 36 SP:Iteration 34Q (7199.168275 sec): 3 clusters Score: Raw -2117829.099232 + Penalty 3142.147090 = -2114686.952142 nChanged 31 SP:Iteration 35Q (7199.242889 sec): 3 clusters Score: Raw -2117835.507945 + Penalty 3142.147090 = -2114693.360854 nChanged 31 SP:Iteration 36Q (7199.306060 sec): 3 clusters Score: Raw -2117842.473474 + Penalty 3142.147090 = -2114700.326384 nChanged 44 SP:Iteration 37Q (7199.371911 sec): 3 clusters Score: Raw -2117851.804396 + Penalty 3142.147090 = -2114709.657305 nChanged 37 SP:Iteration 38Q (7199.447342 sec): 3 clusters Score: Raw -2117859.229964 + Penalty 3142.147090 = -2114717.082873 nChanged 35 SP:Iteration 39Q (7199.501186 sec): 3 clusters Score: Raw -2117864.508032 + Penalty 3142.147090 = -2114722.360941 nChanged 23 SP:Iteration 40F (7199.573129 sec): 3 clusters Score: Raw -2117868.375317 + Penalty 3142.147090 = -2114726.228227 nChanged 17 SP:Iteration 41Q (7199.645831 sec): 3 clusters Score: Raw -2117871.618289 + Penalty 3142.147090 = -2114729.471198 nChanged 16 SP:Iteration 42Q (7199.711790 sec): 3 clusters Score: Raw -2117873.982193 + Penalty 3142.147090 = -2114731.835102 nChanged 16 SP:Iteration 43Q (7199.781331 sec): 3 clusters Score: Raw -2117875.886455 + Penalty 3142.147090 = -2114733.739365 nChanged 13 SP:Iteration 44Q (7199.844074 sec): 3 clusters Score: Raw -2117877.159375 + Penalty 3142.147090 = -2114735.012284 nChanged 10 SP:Iteration 45Q (7199.906603 sec): 3 clusters Score: Raw -2117877.980398 + Penalty 3142.147090 = -2114735.833307 nChanged 10 SP:Iteration 46Q (7199.977130 sec): 3 clusters Score: Raw -2117879.119133 + Penalty 3142.147090 = -2114736.972043 nChanged 14 SP:Iteration 47Q (7200.045441 sec): 3 clusters Score: Raw -2117880.466527 + Penalty 3142.147090 = -2114738.319437 nChanged 12 SP:Iteration 48Q (7200.115698 sec): 3 clusters Score: Raw -2117881.689415 + Penalty 3142.147090 = -2114739.542325 nChanged 9 SP:Iteration 49Q (7200.194876 sec): 3 clusters Score: Raw -2117882.571856 + Penalty 3142.147090 = -2114740.424766 nChanged 5 SP:Iteration 50Q (7200.252443 sec): 3 clusters Score: Raw -2117882.884625 + Penalty 3142.147090 = -2114740.737534 nChanged 3 SP:Iteration 51Q (7200.323912 sec): 3 clusters Score: Raw -2117883.081215 + Penalty 3142.147090 = -2114740.934125 nChanged 0 SP:Iteration 52F (7200.384097 sec): 3 clusters Score: Raw -2117883.081215 + Penalty 3142.147090 = -2114740.934125 nChanged 0 Score: Raw -99949298.924001 + Penalty 68289.204956 = -99881009.719045 Splitting cluster 16 changes total score from -99879708.842048 to -99881009.719045 So it's getting split into cluster 31. Trying to split cluster 17 (8810 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7214.847438 sec): 2 clusters Score: Raw -1005197.559500 + Penalty 1476.091942 = -1003721.467558 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7214.910430 sec): 3 clusters Score: Raw -1000348.094569 + Penalty 2952.183884 = -997395.910686 nChanged 3731 SP:Iteration 1F (7214.983530 sec): 3 clusters Score: Raw -1002553.307802 + Penalty 2952.183884 = -999601.123918 nChanged 740 SP:Iteration 2F (7215.034391 sec): 3 clusters Score: Raw -1003066.019005 + Penalty 2952.183884 = -1000113.835121 nChanged 667 SP:Iteration 3F (7215.096812 sec): 3 clusters Score: Raw -1003587.209560 + Penalty 2952.183884 = -1000635.025676 nChanged 643 SP:Iteration 4F (7215.158861 sec): 3 clusters Score: Raw -1004090.974240 + Penalty 2952.183884 = -1001138.790357 nChanged 571 SP:Iteration 5F (7215.210165 sec): 3 clusters Score: Raw -1004566.143159 + Penalty 2952.183884 = -1001613.959276 nChanged 511 SP:Iteration 6F (7215.269501 sec): 3 clusters Score: Raw -1004907.437518 + Penalty 2952.183884 = -1001955.253634 nChanged 411 SP:Iteration 7Q (7215.327984 sec): 3 clusters Score: Raw -1005136.561990 + Penalty 2952.183884 = -1002184.378106 nChanged 310 SP:Iteration 8Q (7215.390703 sec): 3 clusters Score: Raw -1005281.981103 + Penalty 2952.183884 = -1002329.797219 nChanged 260 SP:Iteration 9Q (7215.452562 sec): 3 clusters Score: Raw -1005392.951372 + Penalty 2952.183884 = -1002440.767488 nChanged 222 SP:Iteration 10Q (7215.514699 sec): 3 clusters Score: Raw -1005487.216952 + Penalty 2952.183884 = -1002535.033068 nChanged 213 SP:Iteration 11Q (7215.578594 sec): 3 clusters Score: Raw -1005581.244518 + Penalty 2952.183884 = -1002629.060634 nChanged 220 SP:Iteration 12Q (7215.645105 sec): 3 clusters Score: Raw -1005679.282336 + Penalty 2952.183884 = -1002727.098452 nChanged 210 SP:Iteration 13Q (7215.700463 sec): 3 clusters Score: Raw -1005784.727212 + Penalty 2952.183884 = -1002832.543329 nChanged 225 SP:Iteration 14Q (7215.767753 sec): 3 clusters Score: Raw -1005910.042341 + Penalty 2952.183884 = -1002957.858458 nChanged 236 SP:Iteration 15Q (7215.827167 sec): 3 clusters Score: Raw -1006050.900051 + Penalty 2952.183884 = -1003098.716167 nChanged 227 SP:Iteration 16Q (7215.880693 sec): 3 clusters Score: Raw -1006182.332816 + Penalty 2952.183884 = -1003230.148932 nChanged 186 SP:Iteration 17Q (7215.949125 sec): 3 clusters Score: Raw -1006293.656046 + Penalty 2952.183884 = -1003341.472162 nChanged 164 SP:Iteration 18Q (7216.001041 sec): 3 clusters Score: Raw -1006392.318787 + Penalty 2952.183884 = -1003440.134903 nChanged 131 SP:Iteration 19Q (7216.059391 sec): 3 clusters Score: Raw -1006462.920530 + Penalty 2952.183884 = -1003510.736646 nChanged 89 SP:Iteration 20F (7216.111604 sec): 3 clusters Score: Raw -1006525.690137 + Penalty 2952.183884 = -1003573.506254 nChanged 67 SP:Iteration 21Q (7216.181670 sec): 3 clusters Score: Raw -1006563.503292 + Penalty 2952.183884 = -1003611.319408 nChanged 63 SP:Iteration 22Q (7216.238374 sec): 3 clusters Score: Raw -1006595.359537 + Penalty 2952.183884 = -1003643.175654 nChanged 55 SP:Iteration 23Q (7216.293749 sec): 3 clusters Score: Raw -1006623.460529 + Penalty 2952.183884 = -1003671.276645 nChanged 36 SP:Iteration 24Q (7216.319333 sec): 3 clusters Score: Raw -1006638.094046 + Penalty 2952.183884 = -1003685.910163 nChanged 24 SP:Iteration 25Q (7216.345277 sec): 3 clusters Score: Raw -1006645.750900 + Penalty 2952.183884 = -1003693.567016 nChanged 11 SP:Iteration 26Q (7216.371093 sec): 3 clusters Score: Raw -1006673.887991 + Penalty 2952.183884 = -1003721.704108 nChanged 7 SP:Iteration 27Q (7216.410786 sec): 3 clusters Score: Raw -1006688.509672 + Penalty 2952.183884 = -1003736.325789 nChanged 15 SP:Iteration 28Q (7216.435288 sec): 3 clusters Score: Raw -1006695.072104 + Penalty 2952.183884 = -1003742.888220 nChanged 9 SP:Iteration 29Q (7216.460979 sec): 3 clusters Score: Raw -1006698.556046 + Penalty 2952.183884 = -1003746.372162 nChanged 6 SP:Iteration 30Q (7216.486747 sec): 3 clusters Score: Raw -1006700.861412 + Penalty 2952.183884 = -1003748.677528 nChanged 3 SP:Iteration 31Q (7216.560401 sec): 3 clusters Score: Raw -1006701.871313 + Penalty 2952.183884 = -1003749.687429 nChanged 4 SP:Iteration 32Q (7216.616887 sec): 3 clusters Score: Raw -1006704.072229 + Penalty 2952.183884 = -1003751.888346 nChanged 2 SP:Iteration 33Q (7216.676585 sec): 3 clusters Score: Raw -1006705.213750 + Penalty 2952.183884 = -1003753.029866 nChanged 1 SP:Iteration 34Q (7216.726337 sec): 3 clusters Score: Raw -1006705.454316 + Penalty 2952.183884 = -1003753.270432 nChanged 1 SP:Iteration 35Q (7216.787800 sec): 3 clusters Score: Raw -1006705.606482 + Penalty 2952.183884 = -1003753.422598 nChanged 0 SP:Iteration 36F (7216.848408 sec): 3 clusters Score: Raw -1006717.051001 + Penalty 2952.183884 = -1003764.867118 nChanged 1 SP:Iteration 37Q (7216.911875 sec): 3 clusters Score: Raw -1006720.424570 + Penalty 2952.183884 = -1003768.240686 nChanged 7 SP:Iteration 38Q (7216.980814 sec): 3 clusters Score: Raw -1006722.546286 + Penalty 2952.183884 = -1003770.362402 nChanged 5 SP:Iteration 39Q (7217.032918 sec): 3 clusters Score: Raw -1006723.894442 + Penalty 2952.183884 = -1003771.710558 nChanged 6 SP:Iteration 40F (7217.092506 sec): 3 clusters Score: Raw -1006726.087511 + Penalty 2952.183884 = -1003773.903628 nChanged 4 SP:Iteration 41Q (7217.157180 sec): 3 clusters Score: Raw -1006727.696924 + Penalty 2952.183884 = -1003775.513040 nChanged 3 SP:Iteration 42Q (7217.219229 sec): 3 clusters Score: Raw -1006728.768544 + Penalty 2952.183884 = -1003776.584660 nChanged 5 SP:Iteration 43Q (7217.279013 sec): 3 clusters Score: Raw -1006730.653131 + Penalty 2952.183884 = -1003778.469248 nChanged 5 SP:Iteration 44Q (7217.339878 sec): 3 clusters Score: Raw -1006732.751669 + Penalty 2952.183884 = -1003780.567786 nChanged 4 SP:Iteration 45Q (7217.399348 sec): 3 clusters Score: Raw -1006733.610123 + Penalty 2952.183884 = -1003781.426240 nChanged 1 SP:Iteration 46Q (7217.460830 sec): 3 clusters Score: Raw -1006733.915719 + Penalty 2952.183884 = -1003781.731836 nChanged 2 SP:Iteration 47Q (7217.518180 sec): 3 clusters Score: Raw -1006734.440422 + Penalty 2952.183884 = -1003782.256539 nChanged 2 SP:Iteration 48Q (7217.580598 sec): 3 clusters Score: Raw -1006735.164282 + Penalty 2952.183884 = -1003782.980398 nChanged 1 SP:Iteration 49Q (7217.641961 sec): 3 clusters Score: Raw -1006735.324515 + Penalty 2952.183884 = -1003783.140632 nChanged 0 SP:Iteration 50F (7217.701166 sec): 3 clusters Score: Raw -1006735.324515 + Penalty 2952.183884 = -1003783.140632 nChanged 0 Score: Raw -99950836.689016 + Penalty 70492.082535 = -99880344.606481 Splitting cluster 17 changes total score from -99879708.842048 to -99880344.606481 So it's getting split into cluster 32. Trying to split cluster 18 (5078 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7232.624600 sec): 2 clusters Score: Raw -687072.435078 + Penalty 1386.559324 = -685685.875755 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7232.670669 sec): 3 clusters Score: Raw -684452.371779 + Penalty 2773.118648 = -681679.253132 nChanged 2045 SP:Iteration 1F (7232.724358 sec): 3 clusters Score: Raw -685534.356462 + Penalty 2773.118648 = -682761.237814 nChanged 348 SP:Iteration 2F (7232.781913 sec): 3 clusters Score: Raw -685730.968740 + Penalty 2773.118648 = -682957.850092 nChanged 279 SP:Iteration 3F (7232.824259 sec): 3 clusters Score: Raw -685908.079664 + Penalty 2773.118648 = -683134.961017 nChanged 267 SP:Iteration 4F (7232.880632 sec): 3 clusters Score: Raw -686088.617247 + Penalty 2773.118648 = -683315.498599 nChanged 241 SP:Iteration 5Q (7232.938694 sec): 3 clusters Score: Raw -686253.767939 + Penalty 2773.118648 = -683480.649292 nChanged 219 SP:Iteration 6Q (7232.995378 sec): 3 clusters Score: Raw -686394.118770 + Penalty 2773.118648 = -683621.000122 nChanged 213 SP:Iteration 7Q (7233.054645 sec): 3 clusters Score: Raw -686536.973790 + Penalty 2773.118648 = -683763.855142 nChanged 195 SP:Iteration 8Q (7233.109507 sec): 3 clusters Score: Raw -686669.671656 + Penalty 2773.118648 = -683896.553008 nChanged 191 SP:Iteration 9Q (7233.166109 sec): 3 clusters Score: Raw -686791.841494 + Penalty 2773.118648 = -684018.722846 nChanged 177 SP:Iteration 10Q (7233.213336 sec): 3 clusters Score: Raw -686894.659736 + Penalty 2773.118648 = -684121.541088 nChanged 148 SP:Iteration 11Q (7233.269932 sec): 3 clusters Score: Raw -686973.529818 + Penalty 2773.118648 = -684200.411170 nChanged 130 SP:Iteration 12Q (7233.325425 sec): 3 clusters Score: Raw -687043.887137 + Penalty 2773.118648 = -684270.768489 nChanged 112 SP:Iteration 13Q (7233.380490 sec): 3 clusters Score: Raw -687095.876389 + Penalty 2773.118648 = -684322.757741 nChanged 86 SP:Iteration 14Q (7233.434347 sec): 3 clusters Score: Raw -687129.751712 + Penalty 2773.118648 = -684356.633064 nChanged 67 SP:Iteration 15Q (7233.491117 sec): 3 clusters Score: Raw -687159.097130 + Penalty 2773.118648 = -684385.978482 nChanged 65 SP:Iteration 16Q (7233.546515 sec): 3 clusters Score: Raw -687181.528673 + Penalty 2773.118648 = -684408.410025 nChanged 48 SP:Iteration 17Q (7233.614545 sec): 3 clusters Score: Raw -687199.652300 + Penalty 2773.118648 = -684426.533652 nChanged 40 SP:Iteration 18Q (7233.657502 sec): 3 clusters Score: Raw -687214.552734 + Penalty 2773.118648 = -684441.434087 nChanged 36 SP:Iteration 19Q (7233.723313 sec): 3 clusters Score: Raw -687226.634573 + Penalty 2773.118648 = -684453.515925 nChanged 28 SP:Iteration 20F (7233.768475 sec): 3 clusters Score: Raw -687234.082818 + Penalty 2773.118648 = -684460.964170 nChanged 27 SP:Iteration 21Q (7233.824276 sec): 3 clusters Score: Raw -687239.972732 + Penalty 2773.118648 = -684466.854084 nChanged 14 SP:Iteration 22Q (7233.879713 sec): 3 clusters Score: Raw -687243.689589 + Penalty 2773.118648 = -684470.570941 nChanged 14 SP:Iteration 23Q (7233.935780 sec): 3 clusters Score: Raw -687246.823732 + Penalty 2773.118648 = -684473.705084 nChanged 11 SP:Iteration 24Q (7233.993580 sec): 3 clusters Score: Raw -687249.649190 + Penalty 2773.118648 = -684476.530542 nChanged 16 SP:Iteration 25Q (7234.038424 sec): 3 clusters Score: Raw -687253.795931 + Penalty 2773.118648 = -684480.677283 nChanged 14 SP:Iteration 26Q (7234.099514 sec): 3 clusters Score: Raw -687258.718446 + Penalty 2773.118648 = -684485.599798 nChanged 20 SP:Iteration 27Q (7234.141566 sec): 3 clusters Score: Raw -687264.674882 + Penalty 2773.118648 = -684491.556234 nChanged 14 SP:Iteration 28Q (7234.188413 sec): 3 clusters Score: Raw -687268.809178 + Penalty 2773.118648 = -684495.690531 nChanged 15 SP:Iteration 29Q (7234.244565 sec): 3 clusters Score: Raw -687271.043549 + Penalty 2773.118648 = -684497.924901 nChanged 8 SP:Iteration 30Q (7234.287886 sec): 3 clusters Score: Raw -687272.603823 + Penalty 2773.118648 = -684499.485175 nChanged 8 SP:Iteration 31Q (7234.345535 sec): 3 clusters Score: Raw -687273.981443 + Penalty 2773.118648 = -684500.862795 nChanged 3 SP:Iteration 32Q (7234.395936 sec): 3 clusters Score: Raw -687274.321423 + Penalty 2773.118648 = -684501.202775 nChanged 3 SP:Iteration 33Q (7234.414931 sec): 3 clusters Score: Raw -687274.614519 + Penalty 2773.118648 = -684501.495871 nChanged 2 SP:Iteration 34Q (7234.435553 sec): 3 clusters Score: Raw -687274.933768 + Penalty 2773.118648 = -684501.815120 nChanged 4 SP:Iteration 35Q (7234.455798 sec): 3 clusters Score: Raw -687275.600395 + Penalty 2773.118648 = -684502.481747 nChanged 3 SP:Iteration 36Q (7234.476198 sec): 3 clusters Score: Raw -687276.107042 + Penalty 2773.118648 = -684502.988394 nChanged 4 SP:Iteration 37Q (7234.496593 sec): 3 clusters Score: Raw -687276.734455 + Penalty 2773.118648 = -684503.615807 nChanged 3 SP:Iteration 38Q (7234.517127 sec): 3 clusters Score: Raw -687277.104077 + Penalty 2773.118648 = -684503.985429 nChanged 2 SP:Iteration 39Q (7234.537269 sec): 3 clusters Score: Raw -687277.290460 + Penalty 2773.118648 = -684504.171813 nChanged 3 SP:Iteration 40F (7234.557781 sec): 3 clusters Score: Raw -687277.700438 + Penalty 2773.118648 = -684504.581790 nChanged 4 SP:Iteration 41Q (7234.578046 sec): 3 clusters Score: Raw -687278.558417 + Penalty 2773.118648 = -684505.439769 nChanged 4 SP:Iteration 42Q (7234.598429 sec): 3 clusters Score: Raw -687279.674465 + Penalty 2773.118648 = -684506.555817 nChanged 2 SP:Iteration 43Q (7234.618568 sec): 3 clusters Score: Raw -687279.882024 + Penalty 2773.118648 = -684506.763377 nChanged 1 SP:Iteration 44Q (7234.639006 sec): 3 clusters Score: Raw -687279.985024 + Penalty 2773.118648 = -684506.866376 nChanged 1 SP:Iteration 45Q (7234.659295 sec): 3 clusters Score: Raw -687280.173968 + Penalty 2773.118648 = -684507.055320 nChanged 0 SP:Iteration 46F (7234.680011 sec): 3 clusters Score: Raw -687280.173968 + Penalty 2773.118648 = -684507.055320 nChanged 0 Trying to split cluster 19 (99795 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7234.841823 sec): 2 clusters Score: Raw -12914046.374706 + Penalty 1870.516921 = -12912175.857785 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7235.055982 sec): 3 clusters Score: Raw -12849240.527948 + Penalty 3741.033842 = -12845499.494106 nChanged 47674 SP:Iteration 1F (7235.254873 sec): 3 clusters Score: Raw -12876846.757766 + Penalty 3741.033842 = -12873105.723924 nChanged 3517 SP:Iteration 2Q (7235.462379 sec): 3 clusters Score: Raw -12877725.489156 + Penalty 3741.033842 = -12873984.455314 nChanged 3523 SP:Iteration 3Q (7235.665848 sec): 3 clusters Score: Raw -12878696.754210 + Penalty 3741.033842 = -12874955.720368 nChanged 3747 SP:Iteration 4Q (7235.856307 sec): 3 clusters Score: Raw -12879858.365445 + Penalty 3741.033842 = -12876117.331602 nChanged 4073 SP:Iteration 5Q (7236.066546 sec): 3 clusters Score: Raw -12881191.705415 + Penalty 3741.033842 = -12877450.671573 nChanged 4205 SP:Iteration 6Q (7236.286965 sec): 3 clusters Score: Raw -12882677.615517 + Penalty 3741.033842 = -12878936.581675 nChanged 4458 SP:Iteration 7Q (7236.508553 sec): 3 clusters Score: Raw -12884426.543231 + Penalty 3741.033842 = -12880685.509389 nChanged 4785 SP:Iteration 8Q (7236.741299 sec): 3 clusters Score: Raw -12886382.981236 + Penalty 3741.033842 = -12882641.947393 nChanged 4768 SP:Iteration 9Q (7236.951897 sec): 3 clusters Score: Raw -12888440.113813 + Penalty 3741.033842 = -12884699.079971 nChanged 4702 SP:Iteration 10Q (7237.158983 sec): 3 clusters Score: Raw -12890580.669614 + Penalty 3741.033842 = -12886839.635771 nChanged 4338 SP:Iteration 11Q (7237.337976 sec): 3 clusters Score: Raw -12892744.891096 + Penalty 3741.033842 = -12889003.857254 nChanged 4013 SP:Iteration 12Q (7237.548983 sec): 3 clusters Score: Raw -12895045.001731 + Penalty 3741.033842 = -12891303.967889 nChanged 3635 SP:Iteration 13Q (7237.765093 sec): 3 clusters Score: Raw -12897279.023921 + Penalty 3741.033842 = -12893537.990079 nChanged 3356 SP:Iteration 14Q (7237.972407 sec): 3 clusters Score: Raw -12899018.857884 + Penalty 3741.033842 = -12895277.824042 nChanged 2850 SP:Iteration 15Q (7238.195106 sec): 3 clusters Score: Raw -12900208.538517 + Penalty 3741.033842 = -12896467.504675 nChanged 2312 SP:Iteration 16Q (7238.401399 sec): 3 clusters Score: Raw -12901060.064461 + Penalty 3741.033842 = -12897319.030619 nChanged 2003 SP:Iteration 17Q (7238.604623 sec): 3 clusters Score: Raw -12901784.335871 + Penalty 3741.033842 = -12898043.302029 nChanged 1966 SP:Iteration 18Q (7238.806031 sec): 3 clusters Score: Raw -12902528.692184 + Penalty 3741.033842 = -12898787.658341 nChanged 2064 SP:Iteration 19Q (7239.015672 sec): 3 clusters Score: Raw -12903355.373327 + Penalty 3741.033842 = -12899614.339485 nChanged 2099 SP:Iteration 20F (7239.219071 sec): 3 clusters Score: Raw -12904244.025571 + Penalty 3741.033842 = -12900502.991729 nChanged 2109 SP:Iteration 21Q (7239.437955 sec): 3 clusters Score: Raw -12905176.331381 + Penalty 3741.033842 = -12901435.297539 nChanged 2084 SP:Iteration 22Q (7239.642094 sec): 3 clusters Score: Raw -12906209.842924 + Penalty 3741.033842 = -12902468.809081 nChanged 2068 SP:Iteration 23Q (7239.860173 sec): 3 clusters Score: Raw -12907318.941151 + Penalty 3741.033842 = -12903577.907309 nChanged 1971 SP:Iteration 24Q (7240.056006 sec): 3 clusters Score: Raw -12908403.853171 + Penalty 3741.033842 = -12904662.819329 nChanged 1804 SP:Iteration 25Q (7240.239151 sec): 3 clusters Score: Raw -12909427.287313 + Penalty 3741.033842 = -12905686.253471 nChanged 1620 SP:Iteration 26Q (7240.407070 sec): 3 clusters Score: Raw -12910340.876818 + Penalty 3741.033842 = -12906599.842976 nChanged 1469 SP:Iteration 27Q (7240.607473 sec): 3 clusters Score: Raw -12911128.839778 + Penalty 3741.033842 = -12907387.805936 nChanged 1253 SP:Iteration 28Q (7240.806514 sec): 3 clusters Score: Raw -12911780.670707 + Penalty 3741.033842 = -12908039.636865 nChanged 1054 SP:Iteration 29Q (7240.997031 sec): 3 clusters Score: Raw -12912274.799888 + Penalty 3741.033842 = -12908533.766045 nChanged 881 SP:Iteration 30Q (7241.188307 sec): 3 clusters Score: Raw -12912624.540998 + Penalty 3741.033842 = -12908883.507156 nChanged 771 SP:Iteration 31Q (7241.377278 sec): 3 clusters Score: Raw -12912892.340909 + Penalty 3741.033842 = -12909151.307067 nChanged 650 SP:Iteration 32Q (7241.561255 sec): 3 clusters Score: Raw -12913106.151058 + Penalty 3741.033842 = -12909365.117216 nChanged 566 SP:Iteration 33Q (7241.740749 sec): 3 clusters Score: Raw -12913290.226112 + Penalty 3741.033842 = -12909549.192269 nChanged 535 SP:Iteration 34Q (7241.914378 sec): 3 clusters Score: Raw -12913444.922103 + Penalty 3741.033842 = -12909703.888261 nChanged 476 SP:Iteration 35Q (7242.094291 sec): 3 clusters Score: Raw -12913555.972614 + Penalty 3741.033842 = -12909814.938772 nChanged 407 SP:Iteration 36Q (7242.289620 sec): 3 clusters Score: Raw -12913653.675276 + Penalty 3741.033842 = -12909912.641434 nChanged 398 SP:Iteration 37Q (7242.477118 sec): 3 clusters Score: Raw -12913738.756155 + Penalty 3741.033842 = -12909997.722313 nChanged 346 SP:Iteration 38Q (7242.661277 sec): 3 clusters Score: Raw -12913803.356136 + Penalty 3741.033842 = -12910062.322294 nChanged 311 SP:Iteration 39Q (7242.852847 sec): 3 clusters Score: Raw -12913857.039221 + Penalty 3741.033842 = -12910116.005378 nChanged 268 SP:Iteration 40F (7243.050365 sec): 3 clusters Score: Raw -12913914.990619 + Penalty 3741.033842 = -12910173.956777 nChanged 255 SP:Iteration 41Q (7243.215569 sec): 3 clusters Score: Raw -12913957.467670 + Penalty 3741.033842 = -12910216.433827 nChanged 227 SP:Iteration 42Q (7243.392455 sec): 3 clusters Score: Raw -12913993.433818 + Penalty 3741.033842 = -12910252.399975 nChanged 229 SP:Iteration 43Q (7243.578895 sec): 3 clusters Score: Raw -12914028.925985 + Penalty 3741.033842 = -12910287.892143 nChanged 220 SP:Iteration 44Q (7243.764114 sec): 3 clusters Score: Raw -12914064.476014 + Penalty 3741.033842 = -12910323.442172 nChanged 213 SP:Iteration 45Q (7243.943414 sec): 3 clusters Score: Raw -12914097.308808 + Penalty 3741.033842 = -12910356.274966 nChanged 193 SP:Iteration 46Q (7244.126397 sec): 3 clusters Score: Raw -12914125.534637 + Penalty 3741.033842 = -12910384.500795 nChanged 181 SP:Iteration 47Q (7244.316596 sec): 3 clusters Score: Raw -12914149.247457 + Penalty 3741.033842 = -12910408.213614 nChanged 167 SP:Iteration 48Q (7244.516745 sec): 3 clusters Score: Raw -12914171.761450 + Penalty 3741.033842 = -12910430.727608 nChanged 172 SP:Iteration 49Q (7244.710047 sec): 3 clusters Score: Raw -12914194.969720 + Penalty 3741.033842 = -12910453.935877 nChanged 159 SP:Iteration 50Q (7244.900395 sec): 3 clusters Score: Raw -12914216.727922 + Penalty 3741.033842 = -12910475.694080 nChanged 171 SP:Iteration 51Q (7245.078999 sec): 3 clusters Score: Raw -12914240.084507 + Penalty 3741.033842 = -12910499.050664 nChanged 158 SP:Iteration 52Q (7245.239584 sec): 3 clusters Score: Raw -12914259.803999 + Penalty 3741.033842 = -12910518.770157 nChanged 141 SP:Iteration 53Q (7245.418769 sec): 3 clusters Score: Raw -12914277.022248 + Penalty 3741.033842 = -12910535.988406 nChanged 143 SP:Iteration 54Q (7245.604103 sec): 3 clusters Score: Raw -12914294.980592 + Penalty 3741.033842 = -12910553.946750 nChanged 142 SP:Iteration 55Q (7245.780042 sec): 3 clusters Score: Raw -12914310.245256 + Penalty 3741.033842 = -12910569.211413 nChanged 103 SP:Iteration 56Q (7245.957640 sec): 3 clusters Score: Raw -12914321.054298 + Penalty 3741.033842 = -12910580.020456 nChanged 92 SP:Iteration 57Q (7246.135133 sec): 3 clusters Score: Raw -12914329.647288 + Penalty 3741.033842 = -12910588.613446 nChanged 83 SP:Iteration 58Q (7246.297419 sec): 3 clusters Score: Raw -12914336.991785 + Penalty 3741.033842 = -12910595.957943 nChanged 73 SP:Iteration 59Q (7246.441706 sec): 3 clusters Score: Raw -12914343.858134 + Penalty 3741.033842 = -12910602.824291 nChanged 79 SP:Iteration 60F (7246.624944 sec): 3 clusters Score: Raw -12914351.654434 + Penalty 3741.033842 = -12910610.620592 nChanged 84 SP:Iteration 61Q (7246.780899 sec): 3 clusters Score: Raw -12914359.322525 + Penalty 3741.033842 = -12910618.288682 nChanged 76 SP:Iteration 62Q (7246.959844 sec): 3 clusters Score: Raw -12914366.432538 + Penalty 3741.033842 = -12910625.398696 nChanged 82 SP:Iteration 63Q (7247.141893 sec): 3 clusters Score: Raw -12914374.400816 + Penalty 3741.033842 = -12910633.366973 nChanged 83 SP:Iteration 64Q (7247.328021 sec): 3 clusters Score: Raw -12914382.151902 + Penalty 3741.033842 = -12910641.118060 nChanged 81 SP:Iteration 65Q (7247.501295 sec): 3 clusters Score: Raw -12914389.286622 + Penalty 3741.033842 = -12910648.252779 nChanged 82 SP:Iteration 66Q (7247.667997 sec): 3 clusters Score: Raw -12914396.773948 + Penalty 3741.033842 = -12910655.740106 nChanged 82 SP:Iteration 67Q (7247.817172 sec): 3 clusters Score: Raw -12914403.712287 + Penalty 3741.033842 = -12910662.678445 nChanged 77 SP:Iteration 68Q (7247.968363 sec): 3 clusters Score: Raw -12914411.425172 + Penalty 3741.033842 = -12910670.391330 nChanged 73 SP:Iteration 69Q (7248.118040 sec): 3 clusters Score: Raw -12914418.058775 + Penalty 3741.033842 = -12910677.024933 nChanged 66 SP:Iteration 70Q (7248.297652 sec): 3 clusters Score: Raw -12914424.451850 + Penalty 3741.033842 = -12910683.418008 nChanged 72 SP:Iteration 71Q (7248.467990 sec): 3 clusters Score: Raw -12914430.831010 + Penalty 3741.033842 = -12910689.797167 nChanged 61 SP:Iteration 72Q (7248.647554 sec): 3 clusters Score: Raw -12914435.965105 + Penalty 3741.033842 = -12910694.931262 nChanged 54 SP:Iteration 73Q (7248.814288 sec): 3 clusters Score: Raw -12914439.309408 + Penalty 3741.033842 = -12910698.275566 nChanged 40 SP:Iteration 74Q (7248.966253 sec): 3 clusters Score: Raw -12914442.391983 + Penalty 3741.033842 = -12910701.358141 nChanged 43 SP:Iteration 75Q (7249.127910 sec): 3 clusters Score: Raw -12914445.458455 + Penalty 3741.033842 = -12910704.424613 nChanged 44 SP:Iteration 76Q (7249.303331 sec): 3 clusters Score: Raw -12914449.194239 + Penalty 3741.033842 = -12910708.160397 nChanged 43 SP:Iteration 77Q (7249.467264 sec): 3 clusters Score: Raw -12914452.689236 + Penalty 3741.033842 = -12910711.655393 nChanged 47 SP:Iteration 78Q (7249.645557 sec): 3 clusters Score: Raw -12914456.853397 + Penalty 3741.033842 = -12910715.819555 nChanged 53 SP:Iteration 79Q (7249.791950 sec): 3 clusters Score: Raw -12914461.194465 + Penalty 3741.033842 = -12910720.160622 nChanged 41 SP:Iteration 80F (7249.985877 sec): 3 clusters Score: Raw -12914464.572090 + Penalty 3741.033842 = -12910723.538248 nChanged 49 SP:Iteration 81Q (7250.168862 sec): 3 clusters Score: Raw -12914468.526693 + Penalty 3741.033842 = -12910727.492851 nChanged 46 SP:Iteration 82Q (7250.324960 sec): 3 clusters Score: Raw -12914472.166152 + Penalty 3741.033842 = -12910731.132310 nChanged 36 SP:Iteration 83Q (7250.468586 sec): 3 clusters Score: Raw -12914474.580610 + Penalty 3741.033842 = -12910733.546768 nChanged 40 SP:Iteration 84Q (7250.627277 sec): 3 clusters Score: Raw -12914477.624818 + Penalty 3741.033842 = -12910736.590975 nChanged 41 SP:Iteration 85Q (7250.789969 sec): 3 clusters Score: Raw -12914480.561675 + Penalty 3741.033842 = -12910739.527833 nChanged 36 SP:Iteration 86Q (7250.963780 sec): 3 clusters Score: Raw -12914483.465618 + Penalty 3741.033842 = -12910742.431776 nChanged 33 SP:Iteration 87Q (7251.118004 sec): 3 clusters Score: Raw -12914486.424822 + Penalty 3741.033842 = -12910745.390979 nChanged 43 SP:Iteration 88Q (7251.265194 sec): 3 clusters Score: Raw -12914489.467600 + Penalty 3741.033842 = -12910748.433757 nChanged 33 SP:Iteration 89Q (7251.443292 sec): 3 clusters Score: Raw -12914492.361346 + Penalty 3741.033842 = -12910751.327503 nChanged 30 SP:Iteration 90Q (7251.612478 sec): 3 clusters Score: Raw -12914494.785234 + Penalty 3741.033842 = -12910753.751392 nChanged 32 SP:Iteration 91Q (7251.772545 sec): 3 clusters Score: Raw -12914497.148369 + Penalty 3741.033842 = -12910756.114527 nChanged 30 SP:Iteration 92Q (7251.943479 sec): 3 clusters Score: Raw -12914499.663975 + Penalty 3741.033842 = -12910758.630132 nChanged 34 SP:Iteration 93Q (7252.123745 sec): 3 clusters Score: Raw -12914502.000145 + Penalty 3741.033842 = -12910760.966302 nChanged 29 SP:Iteration 94Q (7252.300896 sec): 3 clusters Score: Raw -12914503.722630 + Penalty 3741.033842 = -12910762.688788 nChanged 25 SP:Iteration 95Q (7252.465131 sec): 3 clusters Score: Raw -12914505.457308 + Penalty 3741.033842 = -12910764.423465 nChanged 24 SP:Iteration 96Q (7252.638959 sec): 3 clusters Score: Raw -12914507.318200 + Penalty 3741.033842 = -12910766.284358 nChanged 29 SP:Iteration 97Q (7252.810697 sec): 3 clusters Score: Raw -12914509.470077 + Penalty 3741.033842 = -12910768.436235 nChanged 32 SP:Iteration 98Q (7252.979839 sec): 3 clusters Score: Raw -12914511.791414 + Penalty 3741.033842 = -12910770.757571 nChanged 37 SP:Iteration 99Q (7253.122577 sec): 3 clusters Score: Raw -12914514.912446 + Penalty 3741.033842 = -12910773.878604 nChanged 44 SP:Iteration 100F (7253.291723 sec): 3 clusters Score: Raw -12914518.841068 + Penalty 3741.033842 = -12910777.807225 nChanged 38 SP:Iteration 101Q (7253.442610 sec): 3 clusters Score: Raw -12914522.182164 + Penalty 3741.033842 = -12910781.148322 nChanged 50 SP:Iteration 102Q (7253.585532 sec): 3 clusters Score: Raw -12914527.082819 + Penalty 3741.033842 = -12910786.048977 nChanged 54 SP:Iteration 103Q (7253.730238 sec): 3 clusters Score: Raw -12914531.600659 + Penalty 3741.033842 = -12910790.566816 nChanged 50 SP:Iteration 104Q (7253.891421 sec): 3 clusters Score: Raw -12914536.896386 + Penalty 3741.033842 = -12910795.862543 nChanged 55 SP:Iteration 105Q (7254.034071 sec): 3 clusters Score: Raw -12914542.765646 + Penalty 3741.033842 = -12910801.731804 nChanged 54 SP:Iteration 106Q (7254.211194 sec): 3 clusters Score: Raw -12914547.924848 + Penalty 3741.033842 = -12910806.891006 nChanged 45 SP:Iteration 107Q (7254.357797 sec): 3 clusters Score: Raw -12914552.193828 + Penalty 3741.033842 = -12910811.159986 nChanged 59 SP:Iteration 108Q (7254.527985 sec): 3 clusters Score: Raw -12914557.732450 + Penalty 3741.033842 = -12910816.698608 nChanged 64 SP:Iteration 109Q (7254.705730 sec): 3 clusters Score: Raw -12914563.833177 + Penalty 3741.033842 = -12910822.799335 nChanged 54 SP:Iteration 110Q (7254.872364 sec): 3 clusters Score: Raw -12914568.701503 + Penalty 3741.033842 = -12910827.667660 nChanged 51 SP:Iteration 111Q (7255.049351 sec): 3 clusters Score: Raw -12914574.182490 + Penalty 3741.033842 = -12910833.148647 nChanged 47 SP:Iteration 112Q (7255.229188 sec): 3 clusters Score: Raw -12914578.846248 + Penalty 3741.033842 = -12910837.812405 nChanged 40 SP:Iteration 113Q (7255.399703 sec): 3 clusters Score: Raw -12914582.523628 + Penalty 3741.033842 = -12910841.489785 nChanged 38 SP:Iteration 114Q (7255.571913 sec): 3 clusters Score: Raw -12914585.784592 + Penalty 3741.033842 = -12910844.750750 nChanged 42 SP:Iteration 115Q (7255.744284 sec): 3 clusters Score: Raw -12914589.319567 + Penalty 3741.033842 = -12910848.285725 nChanged 45 SP:Iteration 116Q (7255.917800 sec): 3 clusters Score: Raw -12914594.199199 + Penalty 3741.033842 = -12910853.165357 nChanged 59 SP:Iteration 117Q (7256.095183 sec): 3 clusters Score: Raw -12914600.858118 + Penalty 3741.033842 = -12910859.824275 nChanged 56 SP:Iteration 118Q (7256.270557 sec): 3 clusters Score: Raw -12914607.095544 + Penalty 3741.033842 = -12910866.061702 nChanged 52 SP:Iteration 119Q (7256.443667 sec): 3 clusters Score: Raw -12914613.583087 + Penalty 3741.033842 = -12910872.549244 nChanged 54 SP:Iteration 120F (7256.624620 sec): 3 clusters Score: Raw -12914619.538233 + Penalty 3741.033842 = -12910878.504391 nChanged 57 SP:Iteration 121Q (7256.776892 sec): 3 clusters Score: Raw -12914627.386514 + Penalty 3741.033842 = -12910886.352672 nChanged 56 SP:Iteration 122Q (7256.917108 sec): 3 clusters Score: Raw -12914633.998171 + Penalty 3741.033842 = -12910892.964329 nChanged 50 SP:Iteration 123Q (7257.068565 sec): 3 clusters Score: Raw -12914638.505284 + Penalty 3741.033842 = -12910897.471442 nChanged 32 SP:Iteration 124Q (7257.242346 sec): 3 clusters Score: Raw -12914641.165269 + Penalty 3741.033842 = -12910900.131426 nChanged 26 SP:Iteration 125Q (7257.409966 sec): 3 clusters Score: Raw -12914643.112674 + Penalty 3741.033842 = -12910902.078832 nChanged 14 SP:Iteration 126Q (7257.551841 sec): 3 clusters Score: Raw -12914643.839447 + Penalty 3741.033842 = -12910902.805604 nChanged 14 SP:Iteration 127Q (7257.724654 sec): 3 clusters Score: Raw -12914644.621084 + Penalty 3741.033842 = -12910903.587242 nChanged 13 SP:Iteration 128Q (7257.866710 sec): 3 clusters Score: Raw -12914645.349606 + Penalty 3741.033842 = -12910904.315764 nChanged 12 SP:Iteration 129Q (7258.043567 sec): 3 clusters Score: Raw -12914645.921634 + Penalty 3741.033842 = -12910904.887792 nChanged 12 SP:Iteration 130Q (7258.214641 sec): 3 clusters Score: Raw -12914646.686608 + Penalty 3741.033842 = -12910905.652766 nChanged 12 SP:Iteration 131Q (7258.373079 sec): 3 clusters Score: Raw -12914647.390392 + Penalty 3741.033842 = -12910906.356550 nChanged 9 SP:Iteration 132Q (7258.552651 sec): 3 clusters Score: Raw -12914647.976124 + Penalty 3741.033842 = -12910906.942282 nChanged 10 SP:Iteration 133Q (7258.719308 sec): 3 clusters Score: Raw -12914648.885659 + Penalty 3741.033842 = -12910907.851817 nChanged 14 SP:Iteration 134Q (7258.891424 sec): 3 clusters Score: Raw -12914649.962685 + Penalty 3741.033842 = -12910908.928843 nChanged 15 SP:Iteration 135Q (7259.031882 sec): 3 clusters Score: Raw -12914650.874783 + Penalty 3741.033842 = -12910909.840941 nChanged 2 SP:Iteration 136Q (7259.173509 sec): 3 clusters Score: Raw -12914650.942465 + Penalty 3741.033842 = -12910909.908623 nChanged 1 SP:Iteration 137Q (7259.345227 sec): 3 clusters Score: Raw -12914650.993534 + Penalty 3741.033842 = -12910909.959692 nChanged 1 SP:Iteration 138Q (7259.513654 sec): 3 clusters Score: Raw -12914651.069599 + Penalty 3741.033842 = -12910910.035757 nChanged 2 SP:Iteration 139Q (7259.679214 sec): 3 clusters Score: Raw -12914651.175135 + Penalty 3741.033842 = -12910910.141293 nChanged 2 SP:Iteration 140F (7259.880280 sec): 3 clusters Score: Raw -12914651.302963 + Penalty 3741.033842 = -12910910.269121 nChanged 3 SP:Iteration 141Q (7260.025812 sec): 3 clusters Score: Raw -12914651.586800 + Penalty 3741.033842 = -12910910.552958 nChanged 5 SP:Iteration 142Q (7260.168011 sec): 3 clusters Score: Raw -12914652.018973 + Penalty 3741.033842 = -12910910.985131 nChanged 6 SP:Iteration 143Q (7260.347780 sec): 3 clusters Score: Raw -12914652.380655 + Penalty 3741.033842 = -12910911.346813 nChanged 4 SP:Iteration 144Q (7260.506044 sec): 3 clusters Score: Raw -12914652.571598 + Penalty 3741.033842 = -12910911.537756 nChanged 5 SP:Iteration 145Q (7260.680717 sec): 3 clusters Score: Raw -12914652.905893 + Penalty 3741.033842 = -12910911.872051 nChanged 1 SP:Iteration 146Q (7260.838959 sec): 3 clusters Score: Raw -12914653.054961 + Penalty 3741.033842 = -12910912.021119 nChanged 3 SP:Iteration 147Q (7261.010366 sec): 3 clusters Score: Raw -12914653.259582 + Penalty 3741.033842 = -12910912.225740 nChanged 3 SP:Iteration 148Q (7261.179059 sec): 3 clusters Score: Raw -12914653.420663 + Penalty 3741.033842 = -12910912.386820 nChanged 6 SP:Iteration 149Q (7261.347652 sec): 3 clusters Score: Raw -12914653.672753 + Penalty 3741.033842 = -12910912.638911 nChanged 3 SP:Iteration 150Q (7261.514613 sec): 3 clusters Score: Raw -12914653.933457 + Penalty 3741.033842 = -12910912.899615 nChanged 7 SP:Iteration 151Q (7261.686790 sec): 3 clusters Score: Raw -12914654.523964 + Penalty 3741.033842 = -12910913.490122 nChanged 7 SP:Iteration 152Q (7261.850227 sec): 3 clusters Score: Raw -12914655.062155 + Penalty 3741.033842 = -12910914.028313 nChanged 6 SP:Iteration 153Q (7262.022905 sec): 3 clusters Score: Raw -12914655.560229 + Penalty 3741.033842 = -12910914.526387 nChanged 8 SP:Iteration 154Q (7262.198560 sec): 3 clusters Score: Raw -12914656.056255 + Penalty 3741.033842 = -12910915.022413 nChanged 5 SP:Iteration 155Q (7262.365823 sec): 3 clusters Score: Raw -12914656.331965 + Penalty 3741.033842 = -12910915.298123 nChanged 8 SP:Iteration 156Q (7262.539582 sec): 3 clusters Score: Raw -12914656.846173 + Penalty 3741.033842 = -12910915.812330 nChanged 8 SP:Iteration 157Q (7262.694539 sec): 3 clusters Score: Raw -12914657.112191 + Penalty 3741.033842 = -12910916.078349 nChanged 3 SP:Iteration 158Q (7262.836823 sec): 3 clusters Score: Raw -12914657.283139 + Penalty 3741.033842 = -12910916.249296 nChanged 7 SP:Iteration 159Q (7262.996613 sec): 3 clusters Score: Raw -12914657.719300 + Penalty 3741.033842 = -12910916.685458 nChanged 6 SP:Iteration 160F (7263.195926 sec): 3 clusters Score: Raw -12914658.300181 + Penalty 3741.033842 = -12910917.266339 nChanged 7 SP:Iteration 161Q (7263.367304 sec): 3 clusters Score: Raw -12914658.851509 + Penalty 3741.033842 = -12910917.817667 nChanged 4 SP:Iteration 162Q (7263.537871 sec): 3 clusters Score: Raw -12914659.098598 + Penalty 3741.033842 = -12910918.064755 nChanged 2 SP:Iteration 163Q (7263.708445 sec): 3 clusters Score: Raw -12914659.221261 + Penalty 3741.033842 = -12910918.187419 nChanged 1 SP:Iteration 164Q (7263.860508 sec): 3 clusters Score: Raw -12914659.264095 + Penalty 3741.033842 = -12910918.230253 nChanged 0 SP:Iteration 165F (7264.025612 sec): 3 clusters Score: Raw -12914659.264095 + Penalty 3741.033842 = -12910918.230253 nChanged 0 Trying to split cluster 20 (2212 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7264.038976 sec): 2 clusters Score: Raw -264272.580829 + Penalty 1251.518509 = -263021.062320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7264.050910 sec): 3 clusters Score: Raw -263350.058504 + Penalty 2503.037018 = -260847.021486 nChanged 800 SP:Iteration 1F (7264.062103 sec): 3 clusters Score: Raw -263938.176148 + Penalty 2503.037018 = -261435.139130 nChanged 187 SP:Iteration 2F (7264.073264 sec): 3 clusters Score: Raw -264089.899866 + Penalty 2503.037018 = -261586.862848 nChanged 118 SP:Iteration 3F (7264.084418 sec): 3 clusters Score: Raw -264199.962110 + Penalty 2503.037018 = -261696.925092 nChanged 111 SP:Iteration 4F (7264.095452 sec): 3 clusters Score: Raw -264326.799185 + Penalty 2503.037018 = -261823.762168 nChanged 108 SP:Iteration 5Q (7264.106465 sec): 3 clusters Score: Raw -264442.643484 + Penalty 2503.037018 = -261939.606466 nChanged 84 SP:Iteration 6Q (7264.117417 sec): 3 clusters Score: Raw -264512.177375 + Penalty 2503.037018 = -262009.140357 nChanged 72 SP:Iteration 7Q (7264.128478 sec): 3 clusters Score: Raw -264567.394153 + Penalty 2503.037018 = -262064.357135 nChanged 61 SP:Iteration 8Q (7264.158712 sec): 3 clusters Score: Raw -264607.387793 + Penalty 2503.037018 = -262104.350775 nChanged 41 SP:Iteration 9Q (7264.199435 sec): 3 clusters Score: Raw -264641.546707 + Penalty 2503.037018 = -262138.509689 nChanged 34 SP:Iteration 10Q (7264.241707 sec): 3 clusters Score: Raw -264672.634283 + Penalty 2503.037018 = -262169.597265 nChanged 38 SP:Iteration 11Q (7264.252576 sec): 3 clusters Score: Raw -264704.315340 + Penalty 2503.037018 = -262201.278322 nChanged 30 SP:Iteration 12Q (7264.263759 sec): 3 clusters Score: Raw -264727.455904 + Penalty 2503.037018 = -262224.418886 nChanged 31 SP:Iteration 13Q (7264.274763 sec): 3 clusters Score: Raw -264759.781580 + Penalty 2503.037018 = -262256.744562 nChanged 26 SP:Iteration 14Q (7264.285769 sec): 3 clusters Score: Raw -264780.367220 + Penalty 2503.037018 = -262277.330202 nChanged 21 SP:Iteration 15Q (7264.296601 sec): 3 clusters Score: Raw -264803.266117 + Penalty 2503.037018 = -262300.229099 nChanged 26 SP:Iteration 16Q (7264.307507 sec): 3 clusters Score: Raw -264819.984304 + Penalty 2503.037018 = -262316.947286 nChanged 27 SP:Iteration 17Q (7264.354568 sec): 3 clusters Score: Raw -264840.665427 + Penalty 2503.037018 = -262337.628409 nChanged 36 SP:Iteration 18Q (7264.397804 sec): 3 clusters Score: Raw -264862.837197 + Penalty 2503.037018 = -262359.800179 nChanged 19 SP:Iteration 19Q (7264.443073 sec): 3 clusters Score: Raw -264876.072417 + Penalty 2503.037018 = -262373.035400 nChanged 26 SP:Iteration 20F (7264.493982 sec): 3 clusters Score: Raw -264900.564250 + Penalty 2503.037018 = -262397.527232 nChanged 23 SP:Iteration 21Q (7264.550782 sec): 3 clusters Score: Raw -264927.699633 + Penalty 2503.037018 = -262424.662615 nChanged 30 SP:Iteration 22Q (7264.588319 sec): 3 clusters Score: Raw -264961.005543 + Penalty 2503.037018 = -262457.968525 nChanged 28 SP:Iteration 23Q (7264.647687 sec): 3 clusters Score: Raw -264980.438540 + Penalty 2503.037018 = -262477.401522 nChanged 24 SP:Iteration 24Q (7264.689138 sec): 3 clusters Score: Raw -264998.725195 + Penalty 2503.037018 = -262495.688177 nChanged 20 SP:Iteration 25Q (7264.728089 sec): 3 clusters Score: Raw -265009.256153 + Penalty 2503.037018 = -262506.219136 nChanged 15 SP:Iteration 26Q (7264.761135 sec): 3 clusters Score: Raw -265021.497462 + Penalty 2503.037018 = -262518.460444 nChanged 22 SP:Iteration 27Q (7264.802752 sec): 3 clusters Score: Raw -265036.125721 + Penalty 2503.037018 = -262533.088703 nChanged 22 SP:Iteration 28Q (7264.851847 sec): 3 clusters Score: Raw -265046.601566 + Penalty 2503.037018 = -262543.564548 nChanged 12 SP:Iteration 29Q (7264.896021 sec): 3 clusters Score: Raw -265056.409202 + Penalty 2503.037018 = -262553.372184 nChanged 17 SP:Iteration 30Q (7264.931562 sec): 3 clusters Score: Raw -265071.218679 + Penalty 2503.037018 = -262568.181661 nChanged 20 SP:Iteration 31Q (7264.978190 sec): 3 clusters Score: Raw -265083.282527 + Penalty 2503.037018 = -262580.245509 nChanged 16 SP:Iteration 32Q (7265.019706 sec): 3 clusters Score: Raw -265097.994441 + Penalty 2503.037018 = -262594.957423 nChanged 16 SP:Iteration 33Q (7265.064380 sec): 3 clusters Score: Raw -265112.417291 + Penalty 2503.037018 = -262609.380273 nChanged 16 SP:Iteration 34Q (7265.108819 sec): 3 clusters Score: Raw -265122.609678 + Penalty 2503.037018 = -262619.572661 nChanged 12 SP:Iteration 35Q (7265.149764 sec): 3 clusters Score: Raw -265127.912174 + Penalty 2503.037018 = -262624.875156 nChanged 8 SP:Iteration 36Q (7265.193734 sec): 3 clusters Score: Raw -265131.626117 + Penalty 2503.037018 = -262628.589099 nChanged 11 SP:Iteration 37Q (7265.230711 sec): 3 clusters Score: Raw -265137.226031 + Penalty 2503.037018 = -262634.189013 nChanged 6 SP:Iteration 38Q (7265.278417 sec): 3 clusters Score: Raw -265141.260721 + Penalty 2503.037018 = -262638.223703 nChanged 4 SP:Iteration 39Q (7265.321788 sec): 3 clusters Score: Raw -265142.856490 + Penalty 2503.037018 = -262639.819472 nChanged 8 SP:Iteration 40F (7265.366821 sec): 3 clusters Score: Raw -265147.549889 + Penalty 2503.037018 = -262644.512871 nChanged 5 SP:Iteration 41Q (7265.401899 sec): 3 clusters Score: Raw -265150.004570 + Penalty 2503.037018 = -262646.967552 nChanged 1 SP:Iteration 42Q (7265.447211 sec): 3 clusters Score: Raw -265150.282123 + Penalty 2503.037018 = -262647.245105 nChanged 0 SP:Iteration 43F (7265.491892 sec): 3 clusters Score: Raw -265150.282123 + Penalty 2503.037018 = -262647.245105 nChanged 0 Trying to split cluster 21 (1909 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7265.517199 sec): 2 clusters Score: Raw -230511.874153 + Penalty 1227.579409 = -229284.294744 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7265.556170 sec): 3 clusters Score: Raw -229785.826124 + Penalty 2455.158818 = -227330.667307 nChanged 717 SP:Iteration 1F (7265.605068 sec): 3 clusters Score: Raw -230373.978673 + Penalty 2455.158818 = -227918.819855 nChanged 183 SP:Iteration 2F (7265.641166 sec): 3 clusters Score: Raw -230584.524843 + Penalty 2455.158818 = -228129.366026 nChanged 147 SP:Iteration 3F (7265.682417 sec): 3 clusters Score: Raw -230776.436750 + Penalty 2455.158818 = -228321.277933 nChanged 131 SP:Iteration 4F (7265.732647 sec): 3 clusters Score: Raw -230962.063005 + Penalty 2455.158818 = -228506.904187 nChanged 131 SP:Iteration 5F (7265.780635 sec): 3 clusters Score: Raw -231168.702345 + Penalty 2455.158818 = -228713.543527 nChanged 118 SP:Iteration 6F (7265.832278 sec): 3 clusters Score: Raw -231324.803380 + Penalty 2455.158818 = -228869.644562 nChanged 67 SP:Iteration 7Q (7265.870962 sec): 3 clusters Score: Raw -231384.524655 + Penalty 2455.158818 = -228929.365837 nChanged 36 SP:Iteration 8Q (7265.925398 sec): 3 clusters Score: Raw -231414.669335 + Penalty 2455.158818 = -228959.510518 nChanged 22 SP:Iteration 9Q (7265.964397 sec): 3 clusters Score: Raw -231430.310680 + Penalty 2455.158818 = -228975.151863 nChanged 18 SP:Iteration 10Q (7266.015586 sec): 3 clusters Score: Raw -231445.690600 + Penalty 2455.158818 = -228990.531782 nChanged 19 SP:Iteration 11Q (7266.061960 sec): 3 clusters Score: Raw -231459.707259 + Penalty 2455.158818 = -229004.548441 nChanged 15 SP:Iteration 12Q (7266.104553 sec): 3 clusters Score: Raw -231470.757938 + Penalty 2455.158818 = -229015.599120 nChanged 10 SP:Iteration 13Q (7266.164752 sec): 3 clusters Score: Raw -231479.022624 + Penalty 2455.158818 = -229023.863806 nChanged 10 SP:Iteration 14Q (7266.206576 sec): 3 clusters Score: Raw -231486.898650 + Penalty 2455.158818 = -229031.739833 nChanged 5 SP:Iteration 15Q (7266.250391 sec): 3 clusters Score: Raw -231491.175821 + Penalty 2455.158818 = -229036.017004 nChanged 9 SP:Iteration 16Q (7266.296141 sec): 3 clusters Score: Raw -231495.429891 + Penalty 2455.158818 = -229040.271073 nChanged 8 SP:Iteration 17Q (7266.351219 sec): 3 clusters Score: Raw -231499.731958 + Penalty 2455.158818 = -229044.573140 nChanged 5 SP:Iteration 18Q (7266.381055 sec): 3 clusters Score: Raw -231502.337695 + Penalty 2455.158818 = -229047.178877 nChanged 5 SP:Iteration 19Q (7266.422619 sec): 3 clusters Score: Raw -231504.410986 + Penalty 2455.158818 = -229049.252168 nChanged 2 SP:Iteration 20F (7266.461295 sec): 3 clusters Score: Raw -231505.383625 + Penalty 2455.158818 = -229050.224807 nChanged 1 SP:Iteration 21Q (7266.495408 sec): 3 clusters Score: Raw -231505.993851 + Penalty 2455.158818 = -229050.835034 nChanged 1 SP:Iteration 22Q (7266.529056 sec): 3 clusters Score: Raw -231506.433532 + Penalty 2455.158818 = -229051.274714 nChanged 2 SP:Iteration 23Q (7266.567150 sec): 3 clusters Score: Raw -231507.337892 + Penalty 2455.158818 = -229052.179075 nChanged 4 SP:Iteration 24Q (7266.616809 sec): 3 clusters Score: Raw -231509.363974 + Penalty 2455.158818 = -229054.205156 nChanged 2 SP:Iteration 25Q (7266.675400 sec): 3 clusters Score: Raw -231509.768657 + Penalty 2455.158818 = -229054.609839 nChanged 0 SP:Iteration 26F (7266.719451 sec): 3 clusters Score: Raw -231509.768657 + Penalty 2455.158818 = -229054.609839 nChanged 0 Trying to split cluster 22 (5996 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7266.749399 sec): 2 clusters Score: Raw -758871.073867 + Penalty 1413.562777 = -757457.511090 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7266.801092 sec): 3 clusters Score: Raw -755687.419115 + Penalty 2827.125554 = -752860.293561 nChanged 2480 SP:Iteration 1F (7266.832360 sec): 3 clusters Score: Raw -757094.041832 + Penalty 2827.125554 = -754266.916278 nChanged 481 SP:Iteration 2F (7266.894680 sec): 3 clusters Score: Raw -757422.145115 + Penalty 2827.125554 = -754595.019560 nChanged 422 SP:Iteration 3F (7266.947953 sec): 3 clusters Score: Raw -757702.720394 + Penalty 2827.125554 = -754875.594840 nChanged 385 SP:Iteration 4F (7266.999126 sec): 3 clusters Score: Raw -757975.172597 + Penalty 2827.125554 = -755148.047043 nChanged 329 SP:Iteration 5F (7267.044763 sec): 3 clusters Score: Raw -758197.137248 + Penalty 2827.125554 = -755370.011694 nChanged 265 SP:Iteration 6Q (7267.095577 sec): 3 clusters Score: Raw -758401.031611 + Penalty 2827.125554 = -755573.906057 nChanged 269 SP:Iteration 7Q (7267.151401 sec): 3 clusters Score: Raw -758661.996070 + Penalty 2827.125554 = -755834.870516 nChanged 265 SP:Iteration 8Q (7267.200139 sec): 3 clusters Score: Raw -758988.361252 + Penalty 2827.125554 = -756161.235698 nChanged 257 SP:Iteration 9Q (7267.259521 sec): 3 clusters Score: Raw -759334.785940 + Penalty 2827.125554 = -756507.660385 nChanged 191 SP:Iteration 10Q (7267.299831 sec): 3 clusters Score: Raw -759547.281941 + Penalty 2827.125554 = -756720.156387 nChanged 109 SP:Iteration 11Q (7267.356946 sec): 3 clusters Score: Raw -759624.998936 + Penalty 2827.125554 = -756797.873382 nChanged 70 SP:Iteration 12Q (7267.412218 sec): 3 clusters Score: Raw -759659.163928 + Penalty 2827.125554 = -756832.038373 nChanged 43 SP:Iteration 13Q (7267.460100 sec): 3 clusters Score: Raw -759682.163390 + Penalty 2827.125554 = -756855.037836 nChanged 40 SP:Iteration 14Q (7267.506995 sec): 3 clusters Score: Raw -759707.210706 + Penalty 2827.125554 = -756880.085152 nChanged 31 SP:Iteration 15Q (7267.568557 sec): 3 clusters Score: Raw -759731.222721 + Penalty 2827.125554 = -756904.097167 nChanged 33 SP:Iteration 16Q (7267.617412 sec): 3 clusters Score: Raw -759762.693869 + Penalty 2827.125554 = -756935.568314 nChanged 37 SP:Iteration 17Q (7267.657580 sec): 3 clusters Score: Raw -759806.391305 + Penalty 2827.125554 = -756979.265750 nChanged 36 SP:Iteration 18Q (7267.709114 sec): 3 clusters Score: Raw -759862.459696 + Penalty 2827.125554 = -757035.334141 nChanged 37 SP:Iteration 19Q (7267.764357 sec): 3 clusters Score: Raw -759994.508524 + Penalty 2827.125554 = -757167.382970 nChanged 50 SP:Iteration 20F (7267.812346 sec): 3 clusters Score: Raw -760173.411902 + Penalty 2827.125554 = -757346.286347 nChanged 42 SP:Iteration 21Q (7267.858948 sec): 3 clusters Score: Raw -760221.394730 + Penalty 2827.125554 = -757394.269175 nChanged 19 SP:Iteration 22Q (7267.904099 sec): 3 clusters Score: Raw -760231.738597 + Penalty 2827.125554 = -757404.613043 nChanged 11 SP:Iteration 23Q (7267.954566 sec): 3 clusters Score: Raw -760235.088969 + Penalty 2827.125554 = -757407.963414 nChanged 1 SP:Iteration 24Q (7267.998713 sec): 3 clusters Score: Raw -760235.182860 + Penalty 2827.125554 = -757408.057306 nChanged 0 SP:Iteration 25F (7268.051714 sec): 3 clusters Score: Raw -760235.182860 + Penalty 2827.125554 = -757408.057306 nChanged 0 Trying to split cluster 23 (35475 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7268.120301 sec): 2 clusters Score: Raw -4365825.111485 + Penalty 1702.444819 = -4364122.666666 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7268.224149 sec): 3 clusters Score: Raw -4343821.885732 + Penalty 3404.889638 = -4340416.996094 nChanged 16399 SP:Iteration 1F (7268.322710 sec): 3 clusters Score: Raw -4353068.733570 + Penalty 3404.889638 = -4349663.843932 nChanged 1653 SP:Iteration 2Q (7268.422529 sec): 3 clusters Score: Raw -4353599.804045 + Penalty 3404.889638 = -4350194.914406 nChanged 1581 SP:Iteration 3Q (7268.527861 sec): 3 clusters Score: Raw -4354172.684894 + Penalty 3404.889638 = -4350767.795256 nChanged 1618 SP:Iteration 4Q (7268.622019 sec): 3 clusters Score: Raw -4354850.820689 + Penalty 3404.889638 = -4351445.931051 nChanged 1653 SP:Iteration 5Q (7268.730190 sec): 3 clusters Score: Raw -4355651.265233 + Penalty 3404.889638 = -4352246.375595 nChanged 1753 SP:Iteration 6Q (7268.828563 sec): 3 clusters Score: Raw -4356678.607109 + Penalty 3404.889638 = -4353273.717471 nChanged 1918 SP:Iteration 7F (7268.930419 sec): 3 clusters Score: Raw -4357914.877853 + Penalty 3404.889638 = -4354509.988215 nChanged 1964 SP:Iteration 8F (7269.031068 sec): 3 clusters Score: Raw -4359216.381075 + Penalty 3404.889638 = -4355811.491437 nChanged 1804 SP:Iteration 9F (7269.133970 sec): 3 clusters Score: Raw -4360477.449719 + Penalty 3404.889638 = -4357072.560081 nChanged 1621 SP:Iteration 10Q (7269.230676 sec): 3 clusters Score: Raw -4361562.010259 + Penalty 3404.889638 = -4358157.120621 nChanged 1371 SP:Iteration 11Q (7269.328000 sec): 3 clusters Score: Raw -4362420.095902 + Penalty 3404.889638 = -4359015.206264 nChanged 1129 SP:Iteration 12Q (7269.431034 sec): 3 clusters Score: Raw -4363113.630360 + Penalty 3404.889638 = -4359708.740722 nChanged 975 SP:Iteration 13Q (7269.521593 sec): 3 clusters Score: Raw -4363696.206173 + Penalty 3404.889638 = -4360291.316535 nChanged 791 SP:Iteration 14Q (7269.614252 sec): 3 clusters Score: Raw -4364173.992230 + Penalty 3404.889638 = -4360769.102592 nChanged 703 SP:Iteration 15Q (7269.704701 sec): 3 clusters Score: Raw -4364584.377425 + Penalty 3404.889638 = -4361179.487787 nChanged 589 SP:Iteration 16Q (7269.804688 sec): 3 clusters Score: Raw -4364907.527251 + Penalty 3404.889638 = -4361502.637612 nChanged 499 SP:Iteration 17Q (7269.902236 sec): 3 clusters Score: Raw -4365165.480384 + Penalty 3404.889638 = -4361760.590746 nChanged 431 SP:Iteration 18Q (7269.985125 sec): 3 clusters Score: Raw -4365377.637327 + Penalty 3404.889638 = -4361972.747689 nChanged 348 SP:Iteration 19Q (7270.086995 sec): 3 clusters Score: Raw -4365545.563098 + Penalty 3404.889638 = -4362140.673460 nChanged 264 SP:Iteration 20F (7270.175779 sec): 3 clusters Score: Raw -4365678.605636 + Penalty 3404.889638 = -4362273.715997 nChanged 215 SP:Iteration 21Q (7270.268795 sec): 3 clusters Score: Raw -4365780.291813 + Penalty 3404.889638 = -4362375.402174 nChanged 169 SP:Iteration 22Q (7270.362964 sec): 3 clusters Score: Raw -4365860.841252 + Penalty 3404.889638 = -4362455.951613 nChanged 145 SP:Iteration 23Q (7270.438526 sec): 3 clusters Score: Raw -4365930.678326 + Penalty 3404.889638 = -4362525.788688 nChanged 121 SP:Iteration 24Q (7270.526382 sec): 3 clusters Score: Raw -4365987.889357 + Penalty 3404.889638 = -4362582.999718 nChanged 100 SP:Iteration 25Q (7270.611141 sec): 3 clusters Score: Raw -4366037.069077 + Penalty 3404.889638 = -4362632.179439 nChanged 81 SP:Iteration 26Q (7270.707369 sec): 3 clusters Score: Raw -4366076.791103 + Penalty 3404.889638 = -4362671.901465 nChanged 63 SP:Iteration 27Q (7270.794542 sec): 3 clusters Score: Raw -4366107.810698 + Penalty 3404.889638 = -4362702.921060 nChanged 49 SP:Iteration 28Q (7270.852771 sec): 3 clusters Score: Raw -4366128.930547 + Penalty 3404.889638 = -4362724.040909 nChanged 36 SP:Iteration 29Q (7270.949093 sec): 3 clusters Score: Raw -4366148.423407 + Penalty 3404.889638 = -4362743.533769 nChanged 35 SP:Iteration 30Q (7271.040269 sec): 3 clusters Score: Raw -4366166.080353 + Penalty 3404.889638 = -4362761.190715 nChanged 30 SP:Iteration 31Q (7271.128089 sec): 3 clusters Score: Raw -4366181.803528 + Penalty 3404.889638 = -4362776.913890 nChanged 30 SP:Iteration 32Q (7271.225736 sec): 3 clusters Score: Raw -4366196.389076 + Penalty 3404.889638 = -4362791.499438 nChanged 26 SP:Iteration 33Q (7271.318720 sec): 3 clusters Score: Raw -4366206.120589 + Penalty 3404.889638 = -4362801.230951 nChanged 19 SP:Iteration 34Q (7271.402654 sec): 3 clusters Score: Raw -4366213.876992 + Penalty 3404.889638 = -4362808.987354 nChanged 18 SP:Iteration 35Q (7271.486996 sec): 3 clusters Score: Raw -4366222.205532 + Penalty 3404.889638 = -4362817.315893 nChanged 18 SP:Iteration 36Q (7271.567423 sec): 3 clusters Score: Raw -4366228.740889 + Penalty 3404.889638 = -4362823.851250 nChanged 12 SP:Iteration 37Q (7271.656114 sec): 3 clusters Score: Raw -4366233.772265 + Penalty 3404.889638 = -4362828.882627 nChanged 12 SP:Iteration 38Q (7271.749837 sec): 3 clusters Score: Raw -4366238.963321 + Penalty 3404.889638 = -4362834.073683 nChanged 9 SP:Iteration 39Q (7271.834703 sec): 3 clusters Score: Raw -4366241.618992 + Penalty 3404.889638 = -4362836.729354 nChanged 7 SP:Iteration 40F (7271.917877 sec): 3 clusters Score: Raw -4366243.874685 + Penalty 3404.889638 = -4362838.985047 nChanged 1 SP:Iteration 41Q (7272.003764 sec): 3 clusters Score: Raw -4366244.130627 + Penalty 3404.889638 = -4362839.240989 nChanged 1 SP:Iteration 42Q (7272.087650 sec): 3 clusters Score: Raw -4366244.419707 + Penalty 3404.889638 = -4362839.530068 nChanged 0 SP:Iteration 43F (7272.197806 sec): 3 clusters Score: Raw -4366244.419707 + Penalty 3404.889638 = -4362839.530068 nChanged 0 Trying to split cluster 24 (8698 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7272.234245 sec): 2 clusters Score: Raw -1158371.687883 + Penalty 1474.012864 = -1156897.675019 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7272.277751 sec): 3 clusters Score: Raw -1153516.427995 + Penalty 2948.025728 = -1150568.402267 nChanged 3692 SP:Iteration 1F (7272.340303 sec): 3 clusters Score: Raw -1155444.850357 + Penalty 2948.025728 = -1152496.824629 nChanged 523 SP:Iteration 2F (7272.396396 sec): 3 clusters Score: Raw -1155672.526292 + Penalty 2948.025728 = -1152724.500565 nChanged 435 SP:Iteration 3F (7272.451615 sec): 3 clusters Score: Raw -1155842.660188 + Penalty 2948.025728 = -1152894.634460 nChanged 390 SP:Iteration 4Q (7272.507792 sec): 3 clusters Score: Raw -1155999.847644 + Penalty 2948.025728 = -1153051.821917 nChanged 347 SP:Iteration 5Q (7272.564721 sec): 3 clusters Score: Raw -1156135.627488 + Penalty 2948.025728 = -1153187.601761 nChanged 307 SP:Iteration 6Q (7272.608981 sec): 3 clusters Score: Raw -1156274.790965 + Penalty 2948.025728 = -1153326.765238 nChanged 350 SP:Iteration 7Q (7272.660354 sec): 3 clusters Score: Raw -1156459.396528 + Penalty 2948.025728 = -1153511.370800 nChanged 355 SP:Iteration 8Q (7272.727192 sec): 3 clusters Score: Raw -1156668.210739 + Penalty 2948.025728 = -1153720.185012 nChanged 368 SP:Iteration 9Q (7272.776295 sec): 3 clusters Score: Raw -1156887.188703 + Penalty 2948.025728 = -1153939.162975 nChanged 363 SP:Iteration 10Q (7272.826495 sec): 3 clusters Score: Raw -1157131.404931 + Penalty 2948.025728 = -1154183.379203 nChanged 366 SP:Iteration 11Q (7272.883546 sec): 3 clusters Score: Raw -1157365.559750 + Penalty 2948.025728 = -1154417.534022 nChanged 363 SP:Iteration 12Q (7272.918591 sec): 3 clusters Score: Raw -1157602.786388 + Penalty 2948.025728 = -1154654.760660 nChanged 313 SP:Iteration 13Q (7272.959685 sec): 3 clusters Score: Raw -1157784.164728 + Penalty 2948.025728 = -1154836.139000 nChanged 236 SP:Iteration 14Q (7272.986098 sec): 3 clusters Score: Raw -1157901.874186 + Penalty 2948.025728 = -1154953.848459 nChanged 178 SP:Iteration 15Q (7273.012262 sec): 3 clusters Score: Raw -1157963.299596 + Penalty 2948.025728 = -1155015.273868 nChanged 119 SP:Iteration 16Q (7273.068602 sec): 3 clusters Score: Raw -1158002.032731 + Penalty 2948.025728 = -1155054.007003 nChanged 87 SP:Iteration 17Q (7273.126079 sec): 3 clusters Score: Raw -1158029.457851 + Penalty 2948.025728 = -1155081.432123 nChanged 75 SP:Iteration 18Q (7273.181955 sec): 3 clusters Score: Raw -1158052.097221 + Penalty 2948.025728 = -1155104.071493 nChanged 61 SP:Iteration 19Q (7273.240109 sec): 3 clusters Score: Raw -1158065.906885 + Penalty 2948.025728 = -1155117.881157 nChanged 50 SP:Iteration 20F (7273.294648 sec): 3 clusters Score: Raw -1158080.069776 + Penalty 2948.025728 = -1155132.044048 nChanged 58 SP:Iteration 21Q (7273.352593 sec): 3 clusters Score: Raw -1158095.677895 + Penalty 2948.025728 = -1155147.652168 nChanged 57 SP:Iteration 22Q (7273.414057 sec): 3 clusters Score: Raw -1158113.402621 + Penalty 2948.025728 = -1155165.376893 nChanged 52 SP:Iteration 23Q (7273.466918 sec): 3 clusters Score: Raw -1158126.509007 + Penalty 2948.025728 = -1155178.483279 nChanged 56 SP:Iteration 24Q (7273.525985 sec): 3 clusters Score: Raw -1158145.560993 + Penalty 2948.025728 = -1155197.535266 nChanged 71 SP:Iteration 25Q (7273.578395 sec): 3 clusters Score: Raw -1158169.878787 + Penalty 2948.025728 = -1155221.853059 nChanged 69 SP:Iteration 26Q (7273.632413 sec): 3 clusters Score: Raw -1158190.679741 + Penalty 2948.025728 = -1155242.654013 nChanged 65 SP:Iteration 27Q (7273.690120 sec): 3 clusters Score: Raw -1158208.598290 + Penalty 2948.025728 = -1155260.572562 nChanged 54 SP:Iteration 28Q (7273.742479 sec): 3 clusters Score: Raw -1158222.793578 + Penalty 2948.025728 = -1155274.767850 nChanged 41 SP:Iteration 29Q (7273.810969 sec): 3 clusters Score: Raw -1158234.651521 + Penalty 2948.025728 = -1155286.625793 nChanged 30 SP:Iteration 30Q (7273.858643 sec): 3 clusters Score: Raw -1158244.333390 + Penalty 2948.025728 = -1155296.307662 nChanged 40 SP:Iteration 31Q (7273.914959 sec): 3 clusters Score: Raw -1158258.754833 + Penalty 2948.025728 = -1155310.729105 nChanged 44 SP:Iteration 32Q (7273.965656 sec): 3 clusters Score: Raw -1158274.781613 + Penalty 2948.025728 = -1155326.755885 nChanged 52 SP:Iteration 33Q (7274.028811 sec): 3 clusters Score: Raw -1158290.811308 + Penalty 2948.025728 = -1155342.785580 nChanged 52 SP:Iteration 34Q (7274.086283 sec): 3 clusters Score: Raw -1158306.742505 + Penalty 2948.025728 = -1155358.716778 nChanged 47 SP:Iteration 35Q (7274.139291 sec): 3 clusters Score: Raw -1158320.579963 + Penalty 2948.025728 = -1155372.554235 nChanged 44 SP:Iteration 36Q (7274.195423 sec): 3 clusters Score: Raw -1158331.285661 + Penalty 2948.025728 = -1155383.259933 nChanged 38 SP:Iteration 37Q (7274.260520 sec): 3 clusters Score: Raw -1158345.720059 + Penalty 2948.025728 = -1155397.694332 nChanged 52 SP:Iteration 38Q (7274.308314 sec): 3 clusters Score: Raw -1158360.516051 + Penalty 2948.025728 = -1155412.490324 nChanged 50 SP:Iteration 39Q (7274.368876 sec): 3 clusters Score: Raw -1158373.965873 + Penalty 2948.025728 = -1155425.940145 nChanged 39 SP:Iteration 40F (7274.423565 sec): 3 clusters Score: Raw -1158384.330532 + Penalty 2948.025728 = -1155436.304804 nChanged 38 SP:Iteration 41Q (7274.478794 sec): 3 clusters Score: Raw -1158394.035756 + Penalty 2948.025728 = -1155446.010028 nChanged 33 SP:Iteration 42Q (7274.526047 sec): 3 clusters Score: Raw -1158401.232332 + Penalty 2948.025728 = -1155453.206605 nChanged 28 SP:Iteration 43Q (7274.584856 sec): 3 clusters Score: Raw -1158406.800727 + Penalty 2948.025728 = -1155458.774999 nChanged 27 SP:Iteration 44Q (7274.644473 sec): 3 clusters Score: Raw -1158412.260979 + Penalty 2948.025728 = -1155464.235251 nChanged 26 SP:Iteration 45Q (7274.700796 sec): 3 clusters Score: Raw -1158417.510425 + Penalty 2948.025728 = -1155469.484697 nChanged 22 SP:Iteration 46Q (7274.752432 sec): 3 clusters Score: Raw -1158420.647358 + Penalty 2948.025728 = -1155472.621630 nChanged 11 SP:Iteration 47Q (7274.805739 sec): 3 clusters Score: Raw -1158422.534420 + Penalty 2948.025728 = -1155474.508692 nChanged 15 SP:Iteration 48Q (7274.837379 sec): 3 clusters Score: Raw -1158425.030548 + Penalty 2948.025728 = -1155477.004820 nChanged 10 SP:Iteration 49Q (7274.893259 sec): 3 clusters Score: Raw -1158426.400147 + Penalty 2948.025728 = -1155478.374419 nChanged 4 SP:Iteration 50Q (7274.949199 sec): 3 clusters Score: Raw -1158427.426851 + Penalty 2948.025728 = -1155479.401123 nChanged 9 SP:Iteration 51Q (7275.007881 sec): 3 clusters Score: Raw -1158429.007001 + Penalty 2948.025728 = -1155480.981273 nChanged 9 SP:Iteration 52Q (7275.060320 sec): 3 clusters Score: Raw -1158431.267968 + Penalty 2948.025728 = -1155483.242241 nChanged 12 SP:Iteration 53Q (7275.111399 sec): 3 clusters Score: Raw -1158434.435672 + Penalty 2948.025728 = -1155486.409944 nChanged 18 SP:Iteration 54Q (7275.164064 sec): 3 clusters Score: Raw -1158438.678271 + Penalty 2948.025728 = -1155490.652543 nChanged 16 SP:Iteration 55Q (7275.215032 sec): 3 clusters Score: Raw -1158441.565925 + Penalty 2948.025728 = -1155493.540197 nChanged 17 SP:Iteration 56Q (7275.264507 sec): 3 clusters Score: Raw -1158444.807227 + Penalty 2948.025728 = -1155496.781499 nChanged 19 SP:Iteration 57Q (7275.323152 sec): 3 clusters Score: Raw -1158448.020064 + Penalty 2948.025728 = -1155499.994337 nChanged 9 SP:Iteration 58Q (7275.373654 sec): 3 clusters Score: Raw -1158449.314413 + Penalty 2948.025728 = -1155501.288685 nChanged 7 SP:Iteration 59Q (7275.428415 sec): 3 clusters Score: Raw -1158450.441998 + Penalty 2948.025728 = -1155502.416270 nChanged 5 SP:Iteration 60F (7275.484939 sec): 3 clusters Score: Raw -1158451.997834 + Penalty 2948.025728 = -1155503.972107 nChanged 10 SP:Iteration 61Q (7275.542536 sec): 3 clusters Score: Raw -1158453.533883 + Penalty 2948.025728 = -1155505.508155 nChanged 9 SP:Iteration 62Q (7275.588126 sec): 3 clusters Score: Raw -1158455.030051 + Penalty 2948.025728 = -1155507.004323 nChanged 5 SP:Iteration 63Q (7275.651005 sec): 3 clusters Score: Raw -1158455.851311 + Penalty 2948.025728 = -1155507.825583 nChanged 6 SP:Iteration 64Q (7275.700294 sec): 3 clusters Score: Raw -1158457.948674 + Penalty 2948.025728 = -1155509.922947 nChanged 11 SP:Iteration 65Q (7275.750911 sec): 3 clusters Score: Raw -1158460.315830 + Penalty 2948.025728 = -1155512.290102 nChanged 9 SP:Iteration 66Q (7275.808078 sec): 3 clusters Score: Raw -1158461.556447 + Penalty 2948.025728 = -1155513.530719 nChanged 8 SP:Iteration 67Q (7275.866644 sec): 3 clusters Score: Raw -1158462.838529 + Penalty 2948.025728 = -1155514.812802 nChanged 4 SP:Iteration 68Q (7275.920010 sec): 3 clusters Score: Raw -1158463.724856 + Penalty 2948.025728 = -1155515.699129 nChanged 5 SP:Iteration 69Q (7275.959110 sec): 3 clusters Score: Raw -1158464.991685 + Penalty 2948.025728 = -1155516.965957 nChanged 5 SP:Iteration 70Q (7276.017305 sec): 3 clusters Score: Raw -1158466.375543 + Penalty 2948.025728 = -1155518.349815 nChanged 9 SP:Iteration 71Q (7276.061006 sec): 3 clusters Score: Raw -1158468.344987 + Penalty 2948.025728 = -1155520.319259 nChanged 10 SP:Iteration 72Q (7276.115879 sec): 3 clusters Score: Raw -1158469.584283 + Penalty 2948.025728 = -1155521.558555 nChanged 6 SP:Iteration 73Q (7276.172177 sec): 3 clusters Score: Raw -1158470.465214 + Penalty 2948.025728 = -1155522.439487 nChanged 7 SP:Iteration 74Q (7276.230195 sec): 3 clusters Score: Raw -1158472.022225 + Penalty 2948.025728 = -1155523.996497 nChanged 8 SP:Iteration 75Q (7276.279448 sec): 3 clusters Score: Raw -1158473.454673 + Penalty 2948.025728 = -1155525.428945 nChanged 9 SP:Iteration 76Q (7276.341680 sec): 3 clusters Score: Raw -1158474.834342 + Penalty 2948.025728 = -1155526.808614 nChanged 8 SP:Iteration 77Q (7276.398935 sec): 3 clusters Score: Raw -1158475.986536 + Penalty 2948.025728 = -1155527.960808 nChanged 5 SP:Iteration 78Q (7276.442726 sec): 3 clusters Score: Raw -1158476.874246 + Penalty 2948.025728 = -1155528.848518 nChanged 7 SP:Iteration 79Q (7276.507571 sec): 3 clusters Score: Raw -1158478.246557 + Penalty 2948.025728 = -1155530.220829 nChanged 4 SP:Iteration 80F (7276.565209 sec): 3 clusters Score: Raw -1158478.758533 + Penalty 2948.025728 = -1155530.732805 nChanged 1 SP:Iteration 81Q (7276.608966 sec): 3 clusters Score: Raw -1158478.999091 + Penalty 2948.025728 = -1155530.973363 nChanged 2 SP:Iteration 82Q (7276.671189 sec): 3 clusters Score: Raw -1158479.304652 + Penalty 2948.025728 = -1155531.278924 nChanged 1 SP:Iteration 83Q (7276.724661 sec): 3 clusters Score: Raw -1158479.473798 + Penalty 2948.025728 = -1155531.448070 nChanged 4 SP:Iteration 84Q (7276.771928 sec): 3 clusters Score: Raw -1158480.044639 + Penalty 2948.025728 = -1155532.018911 nChanged 4 SP:Iteration 85Q (7276.827490 sec): 3 clusters Score: Raw -1158480.755523 + Penalty 2948.025728 = -1155532.729795 nChanged 8 SP:Iteration 86Q (7276.871649 sec): 3 clusters Score: Raw -1158482.303304 + Penalty 2948.025728 = -1155534.277576 nChanged 8 SP:Iteration 87Q (7276.919510 sec): 3 clusters Score: Raw -1158484.929747 + Penalty 2948.025728 = -1155536.904019 nChanged 8 SP:Iteration 88Q (7276.980507 sec): 3 clusters Score: Raw -1158487.859516 + Penalty 2948.025728 = -1155539.833789 nChanged 18 SP:Iteration 89Q (7277.038395 sec): 3 clusters Score: Raw -1158491.963375 + Penalty 2948.025728 = -1155543.937647 nChanged 11 SP:Iteration 90Q (7277.080391 sec): 3 clusters Score: Raw -1158493.818694 + Penalty 2948.025728 = -1155545.792967 nChanged 7 SP:Iteration 91Q (7277.146242 sec): 3 clusters Score: Raw -1158494.826738 + Penalty 2948.025728 = -1155546.801010 nChanged 3 SP:Iteration 92Q (7277.195206 sec): 3 clusters Score: Raw -1158495.281672 + Penalty 2948.025728 = -1155547.255944 nChanged 6 SP:Iteration 93Q (7277.259574 sec): 3 clusters Score: Raw -1158496.076718 + Penalty 2948.025728 = -1155548.050990 nChanged 4 SP:Iteration 94Q (7277.305260 sec): 3 clusters Score: Raw -1158496.682267 + Penalty 2948.025728 = -1155548.656539 nChanged 4 SP:Iteration 95Q (7277.376316 sec): 3 clusters Score: Raw -1158497.127392 + Penalty 2948.025728 = -1155549.101664 nChanged 1 SP:Iteration 96Q (7277.431491 sec): 3 clusters Score: Raw -1158497.276597 + Penalty 2948.025728 = -1155549.250870 nChanged 1 SP:Iteration 97Q (7277.477807 sec): 3 clusters Score: Raw -1158497.447697 + Penalty 2948.025728 = -1155549.421970 nChanged 2 SP:Iteration 98Q (7277.528735 sec): 3 clusters Score: Raw -1158497.826698 + Penalty 2948.025728 = -1155549.800971 nChanged 3 SP:Iteration 99Q (7277.589150 sec): 3 clusters Score: Raw -1158498.600416 + Penalty 2948.025728 = -1155550.574688 nChanged 5 SP:Iteration 100F (7277.646895 sec): 3 clusters Score: Raw -1158499.603045 + Penalty 2948.025728 = -1155551.577317 nChanged 4 SP:Iteration 101Q (7277.698247 sec): 3 clusters Score: Raw -1158500.003580 + Penalty 2948.025728 = -1155551.977852 nChanged 1 SP:Iteration 102Q (7277.754640 sec): 3 clusters Score: Raw -1158500.044921 + Penalty 2948.025728 = -1155552.019193 nChanged 0 SP:Iteration 103F (7277.813365 sec): 3 clusters Score: Raw -1158500.044921 + Penalty 2948.025728 = -1155552.019193 nChanged 0 Trying to split cluster 25 (5937 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7277.855865 sec): 2 clusters Score: Raw -799418.758355 + Penalty 1411.955876 = -798006.802479 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7277.891866 sec): 3 clusters Score: Raw -796251.147164 + Penalty 2823.911751 = -793427.235412 nChanged 2433 SP:Iteration 1F (7277.946521 sec): 3 clusters Score: Raw -797532.355621 + Penalty 2823.911751 = -794708.443870 nChanged 421 SP:Iteration 2F (7277.999320 sec): 3 clusters Score: Raw -797749.201837 + Penalty 2823.911751 = -794925.290086 nChanged 354 SP:Iteration 3F (7278.049966 sec): 3 clusters Score: Raw -797955.230019 + Penalty 2823.911751 = -795131.318268 nChanged 352 SP:Iteration 4F (7278.105749 sec): 3 clusters Score: Raw -798171.962372 + Penalty 2823.911751 = -795348.050620 nChanged 336 SP:Iteration 5F (7278.171622 sec): 3 clusters Score: Raw -798400.395585 + Penalty 2823.911751 = -795576.483834 nChanged 341 SP:Iteration 6F (7278.215600 sec): 3 clusters Score: Raw -798643.395973 + Penalty 2823.911751 = -795819.484222 nChanged 314 SP:Iteration 7F (7278.273180 sec): 3 clusters Score: Raw -798872.763814 + Penalty 2823.911751 = -796048.852063 nChanged 283 SP:Iteration 8Q (7278.313113 sec): 3 clusters Score: Raw -799110.549337 + Penalty 2823.911751 = -796286.637586 nChanged 258 SP:Iteration 9Q (7278.359867 sec): 3 clusters Score: Raw -799313.565511 + Penalty 2823.911751 = -796489.653760 nChanged 196 SP:Iteration 10Q (7278.417461 sec): 3 clusters Score: Raw -799453.442907 + Penalty 2823.911751 = -796629.531156 nChanged 138 SP:Iteration 11Q (7278.465329 sec): 3 clusters Score: Raw -799553.063163 + Penalty 2823.911751 = -796729.151412 nChanged 125 SP:Iteration 12Q (7278.517019 sec): 3 clusters Score: Raw -799640.235106 + Penalty 2823.911751 = -796816.323355 nChanged 92 SP:Iteration 13Q (7278.566282 sec): 3 clusters Score: Raw -799695.435043 + Penalty 2823.911751 = -796871.523292 nChanged 70 SP:Iteration 14Q (7278.620724 sec): 3 clusters Score: Raw -799732.450315 + Penalty 2823.911751 = -796908.538564 nChanged 45 SP:Iteration 15Q (7278.663491 sec): 3 clusters Score: Raw -799756.083139 + Penalty 2823.911751 = -796932.171388 nChanged 35 SP:Iteration 16Q (7278.721445 sec): 3 clusters Score: Raw -799772.126958 + Penalty 2823.911751 = -796948.215206 nChanged 29 SP:Iteration 17Q (7278.764240 sec): 3 clusters Score: Raw -799787.436568 + Penalty 2823.911751 = -796963.524817 nChanged 23 SP:Iteration 18Q (7278.819145 sec): 3 clusters Score: Raw -799795.488000 + Penalty 2823.911751 = -796971.576249 nChanged 15 SP:Iteration 19Q (7278.875236 sec): 3 clusters Score: Raw -799800.067716 + Penalty 2823.911751 = -796976.155965 nChanged 16 SP:Iteration 20F (7278.923415 sec): 3 clusters Score: Raw -799807.581215 + Penalty 2823.911751 = -796983.669464 nChanged 17 SP:Iteration 21Q (7278.975244 sec): 3 clusters Score: Raw -799814.273573 + Penalty 2823.911751 = -796990.361822 nChanged 14 SP:Iteration 22Q (7279.023685 sec): 3 clusters Score: Raw -799818.597396 + Penalty 2823.911751 = -796994.685644 nChanged 11 SP:Iteration 23Q (7279.075723 sec): 3 clusters Score: Raw -799823.717311 + Penalty 2823.911751 = -796999.805560 nChanged 9 SP:Iteration 24Q (7279.130603 sec): 3 clusters Score: Raw -799826.691868 + Penalty 2823.911751 = -797002.780116 nChanged 6 SP:Iteration 25Q (7279.186764 sec): 3 clusters Score: Raw -799828.516097 + Penalty 2823.911751 = -797004.604346 nChanged 7 SP:Iteration 26Q (7279.233516 sec): 3 clusters Score: Raw -799830.862008 + Penalty 2823.911751 = -797006.950257 nChanged 6 SP:Iteration 27Q (7279.290799 sec): 3 clusters Score: Raw -799832.305953 + Penalty 2823.911751 = -797008.394202 nChanged 4 SP:Iteration 28Q (7279.325145 sec): 3 clusters Score: Raw -799834.021637 + Penalty 2823.911751 = -797010.109886 nChanged 7 SP:Iteration 29Q (7279.380152 sec): 3 clusters Score: Raw -799836.423510 + Penalty 2823.911751 = -797012.511759 nChanged 6 SP:Iteration 30Q (7279.434619 sec): 3 clusters Score: Raw -799838.186390 + Penalty 2823.911751 = -797014.274639 nChanged 3 SP:Iteration 31Q (7279.472129 sec): 3 clusters Score: Raw -799838.568181 + Penalty 2823.911751 = -797014.656430 nChanged 1 SP:Iteration 32Q (7279.531611 sec): 3 clusters Score: Raw -799838.890681 + Penalty 2823.911751 = -797014.978930 nChanged 1 SP:Iteration 33Q (7279.589466 sec): 3 clusters Score: Raw -799839.037488 + Penalty 2823.911751 = -797015.125737 nChanged 0 SP:Iteration 34F (7279.627433 sec): 3 clusters Score: Raw -799839.037488 + Penalty 2823.911751 = -797015.125737 nChanged 0 Trying to split cluster 26 (4566 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7279.659501 sec): 2 clusters Score: Raw -615019.480599 + Penalty 1369.288834 = -613650.191765 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7279.716401 sec): 3 clusters Score: Raw -612745.778858 + Penalty 2738.577669 = -610007.201189 nChanged 1814 SP:Iteration 1F (7279.767224 sec): 3 clusters Score: Raw -613796.566737 + Penalty 2738.577669 = -611057.989068 nChanged 357 SP:Iteration 2F (7279.819283 sec): 3 clusters Score: Raw -614033.699514 + Penalty 2738.577669 = -611295.121846 nChanged 273 SP:Iteration 3F (7279.861079 sec): 3 clusters Score: Raw -614190.292071 + Penalty 2738.577669 = -611451.714402 nChanged 206 SP:Iteration 4Q (7279.898785 sec): 3 clusters Score: Raw -614303.588157 + Penalty 2738.577669 = -611565.010488 nChanged 191 SP:Iteration 5Q (7279.950675 sec): 3 clusters Score: Raw -614407.820691 + Penalty 2738.577669 = -611669.243023 nChanged 149 SP:Iteration 6Q (7279.994065 sec): 3 clusters Score: Raw -614487.391815 + Penalty 2738.577669 = -611748.814146 nChanged 134 SP:Iteration 7Q (7280.041374 sec): 3 clusters Score: Raw -614554.829371 + Penalty 2738.577669 = -611816.251702 nChanged 123 SP:Iteration 8Q (7280.097578 sec): 3 clusters Score: Raw -614608.891326 + Penalty 2738.577669 = -611870.313657 nChanged 114 SP:Iteration 9Q (7280.128177 sec): 3 clusters Score: Raw -614662.715001 + Penalty 2738.577669 = -611924.137332 nChanged 108 SP:Iteration 10Q (7280.178411 sec): 3 clusters Score: Raw -614713.413774 + Penalty 2738.577669 = -611974.836106 nChanged 102 SP:Iteration 11Q (7280.234104 sec): 3 clusters Score: Raw -614771.266702 + Penalty 2738.577669 = -612032.689033 nChanged 94 SP:Iteration 12Q (7280.285138 sec): 3 clusters Score: Raw -614819.439350 + Penalty 2738.577669 = -612080.861681 nChanged 115 SP:Iteration 13Q (7280.335073 sec): 3 clusters Score: Raw -614880.154902 + Penalty 2738.577669 = -612141.577234 nChanged 101 SP:Iteration 14Q (7280.384426 sec): 3 clusters Score: Raw -614941.987746 + Penalty 2738.577669 = -612203.410077 nChanged 92 SP:Iteration 15Q (7280.431650 sec): 3 clusters Score: Raw -614990.860854 + Penalty 2738.577669 = -612252.283186 nChanged 97 SP:Iteration 16Q (7280.480442 sec): 3 clusters Score: Raw -615046.987995 + Penalty 2738.577669 = -612308.410326 nChanged 96 SP:Iteration 17Q (7280.529236 sec): 3 clusters Score: Raw -615095.468752 + Penalty 2738.577669 = -612356.891083 nChanged 83 SP:Iteration 18Q (7280.589586 sec): 3 clusters Score: Raw -615143.990398 + Penalty 2738.577669 = -612405.412729 nChanged 82 SP:Iteration 19Q (7280.650775 sec): 3 clusters Score: Raw -615186.807105 + Penalty 2738.577669 = -612448.229437 nChanged 54 SP:Iteration 20F (7280.690285 sec): 3 clusters Score: Raw -615214.509184 + Penalty 2738.577669 = -612475.931516 nChanged 64 SP:Iteration 21Q (7280.738515 sec): 3 clusters Score: Raw -615252.100558 + Penalty 2738.577669 = -612513.522889 nChanged 57 SP:Iteration 22Q (7280.789896 sec): 3 clusters Score: Raw -615281.646270 + Penalty 2738.577669 = -612543.068602 nChanged 48 SP:Iteration 23Q (7280.838021 sec): 3 clusters Score: Raw -615309.540810 + Penalty 2738.577669 = -612570.963141 nChanged 46 SP:Iteration 24Q (7280.893592 sec): 3 clusters Score: Raw -615332.874289 + Penalty 2738.577669 = -612594.296620 nChanged 39 SP:Iteration 25Q (7280.929988 sec): 3 clusters Score: Raw -615351.156515 + Penalty 2738.577669 = -612612.578846 nChanged 35 SP:Iteration 26Q (7280.966754 sec): 3 clusters Score: Raw -615370.021043 + Penalty 2738.577669 = -612631.443374 nChanged 36 SP:Iteration 27Q (7281.022307 sec): 3 clusters Score: Raw -615386.469307 + Penalty 2738.577669 = -612647.891638 nChanged 28 SP:Iteration 28Q (7281.085390 sec): 3 clusters Score: Raw -615398.664648 + Penalty 2738.577669 = -612660.086980 nChanged 19 SP:Iteration 29Q (7281.134235 sec): 3 clusters Score: Raw -615404.087406 + Penalty 2738.577669 = -612665.509738 nChanged 9 SP:Iteration 30Q (7281.189416 sec): 3 clusters Score: Raw -615407.290207 + Penalty 2738.577669 = -612668.712539 nChanged 10 SP:Iteration 31Q (7281.227866 sec): 3 clusters Score: Raw -615411.692372 + Penalty 2738.577669 = -612673.114703 nChanged 10 SP:Iteration 32Q (7281.282431 sec): 3 clusters Score: Raw -615416.545824 + Penalty 2738.577669 = -612677.968155 nChanged 10 SP:Iteration 33Q (7281.336502 sec): 3 clusters Score: Raw -615421.050268 + Penalty 2738.577669 = -612682.472599 nChanged 9 SP:Iteration 34Q (7281.382323 sec): 3 clusters Score: Raw -615424.985067 + Penalty 2738.577669 = -612686.407398 nChanged 9 SP:Iteration 35Q (7281.437902 sec): 3 clusters Score: Raw -615429.342943 + Penalty 2738.577669 = -612690.765274 nChanged 5 SP:Iteration 36Q (7281.477728 sec): 3 clusters Score: Raw -615431.152957 + Penalty 2738.577669 = -612692.575288 nChanged 3 SP:Iteration 37Q (7281.515967 sec): 3 clusters Score: Raw -615431.644765 + Penalty 2738.577669 = -612693.067096 nChanged 2 SP:Iteration 38Q (7281.582460 sec): 3 clusters Score: Raw -615432.567437 + Penalty 2738.577669 = -612693.989768 nChanged 1 SP:Iteration 39Q (7281.613965 sec): 3 clusters Score: Raw -615432.707800 + Penalty 2738.577669 = -612694.130132 nChanged 0 SP:Iteration 40F (7281.667883 sec): 3 clusters Score: Raw -615432.707800 + Penalty 2738.577669 = -612694.130132 nChanged 0 Trying to split cluster 27 (4391 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7281.710748 sec): 2 clusters Score: Raw -569293.721451 + Penalty 1362.938244 = -567930.783207 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7281.754772 sec): 3 clusters Score: Raw -567033.711056 + Penalty 2725.876488 = -564307.834568 nChanged 1725 SP:Iteration 1F (7281.810175 sec): 3 clusters Score: Raw -567962.037481 + Penalty 2725.876488 = -565236.160993 nChanged 313 SP:Iteration 2F (7281.873902 sec): 3 clusters Score: Raw -568133.321359 + Penalty 2725.876488 = -565407.444871 nChanged 226 SP:Iteration 3F (7281.905613 sec): 3 clusters Score: Raw -568250.066696 + Penalty 2725.876488 = -565524.190208 nChanged 168 SP:Iteration 4Q (7281.951131 sec): 3 clusters Score: Raw -568337.065987 + Penalty 2725.876488 = -565611.189499 nChanged 136 SP:Iteration 5Q (7282.006681 sec): 3 clusters Score: Raw -568401.375620 + Penalty 2725.876488 = -565675.499132 nChanged 114 SP:Iteration 6Q (7282.050172 sec): 3 clusters Score: Raw -568455.262628 + Penalty 2725.876488 = -565729.386140 nChanged 97 SP:Iteration 7Q (7282.104100 sec): 3 clusters Score: Raw -568502.052441 + Penalty 2725.876488 = -565776.175953 nChanged 108 SP:Iteration 8Q (7282.141820 sec): 3 clusters Score: Raw -568554.931425 + Penalty 2725.876488 = -565829.054937 nChanged 113 SP:Iteration 9Q (7282.185004 sec): 3 clusters Score: Raw -568610.647406 + Penalty 2725.876488 = -565884.770918 nChanged 100 SP:Iteration 10Q (7282.227050 sec): 3 clusters Score: Raw -568653.858256 + Penalty 2725.876488 = -565927.981768 nChanged 99 SP:Iteration 11Q (7282.281195 sec): 3 clusters Score: Raw -568705.676988 + Penalty 2725.876488 = -565979.800500 nChanged 107 SP:Iteration 12Q (7282.339955 sec): 3 clusters Score: Raw -568766.229742 + Penalty 2725.876488 = -566040.353254 nChanged 118 SP:Iteration 13Q (7282.388292 sec): 3 clusters Score: Raw -568842.216305 + Penalty 2725.876488 = -566116.339817 nChanged 129 SP:Iteration 14Q (7282.428480 sec): 3 clusters Score: Raw -568918.789043 + Penalty 2725.876488 = -566192.912555 nChanged 120 SP:Iteration 15Q (7282.481157 sec): 3 clusters Score: Raw -568981.165316 + Penalty 2725.876488 = -566255.288828 nChanged 92 SP:Iteration 16Q (7282.529456 sec): 3 clusters Score: Raw -569038.819626 + Penalty 2725.876488 = -566312.943138 nChanged 101 SP:Iteration 17Q (7282.567362 sec): 3 clusters Score: Raw -569107.286171 + Penalty 2725.876488 = -566381.409683 nChanged 98 SP:Iteration 18Q (7282.613503 sec): 3 clusters Score: Raw -569177.649790 + Penalty 2725.876488 = -566451.773302 nChanged 99 SP:Iteration 19Q (7282.649465 sec): 3 clusters Score: Raw -569250.902068 + Penalty 2725.876488 = -566525.025580 nChanged 77 SP:Iteration 20F (7282.701259 sec): 3 clusters Score: Raw -569310.190902 + Penalty 2725.876488 = -566584.314414 nChanged 70 SP:Iteration 21Q (7282.731799 sec): 3 clusters Score: Raw -569372.159860 + Penalty 2725.876488 = -566646.283372 nChanged 67 SP:Iteration 22Q (7282.779784 sec): 3 clusters Score: Raw -569431.374742 + Penalty 2725.876488 = -566705.498254 nChanged 60 SP:Iteration 23Q (7282.828169 sec): 3 clusters Score: Raw -569500.897839 + Penalty 2725.876488 = -566775.021351 nChanged 46 SP:Iteration 24Q (7282.871174 sec): 3 clusters Score: Raw -569542.334549 + Penalty 2725.876488 = -566816.458061 nChanged 32 SP:Iteration 25Q (7282.915250 sec): 3 clusters Score: Raw -569572.129093 + Penalty 2725.876488 = -566846.252605 nChanged 34 SP:Iteration 26Q (7282.958431 sec): 3 clusters Score: Raw -569596.150943 + Penalty 2725.876488 = -566870.274455 nChanged 33 SP:Iteration 27Q (7282.992536 sec): 3 clusters Score: Raw -569614.234231 + Penalty 2725.876488 = -566888.357743 nChanged 25 SP:Iteration 28Q (7283.046553 sec): 3 clusters Score: Raw -569633.150724 + Penalty 2725.876488 = -566907.274236 nChanged 27 SP:Iteration 29Q (7283.096675 sec): 3 clusters Score: Raw -569655.451188 + Penalty 2725.876488 = -566929.574700 nChanged 20 SP:Iteration 30Q (7283.135398 sec): 3 clusters Score: Raw -569670.799284 + Penalty 2725.876488 = -566944.922796 nChanged 16 SP:Iteration 31Q (7283.183720 sec): 3 clusters Score: Raw -569683.687028 + Penalty 2725.876488 = -566957.810540 nChanged 9 SP:Iteration 32Q (7283.224482 sec): 3 clusters Score: Raw -569690.343787 + Penalty 2725.876488 = -566964.467299 nChanged 7 SP:Iteration 33Q (7283.287342 sec): 3 clusters Score: Raw -569694.734982 + Penalty 2725.876488 = -566968.858494 nChanged 5 SP:Iteration 34Q (7283.327124 sec): 3 clusters Score: Raw -569698.329259 + Penalty 2725.876488 = -566972.452772 nChanged 4 SP:Iteration 35Q (7283.381712 sec): 3 clusters Score: Raw -569701.307356 + Penalty 2725.876488 = -566975.430868 nChanged 2 SP:Iteration 36Q (7283.424925 sec): 3 clusters Score: Raw -569702.361579 + Penalty 2725.876488 = -566976.485091 nChanged 2 SP:Iteration 37Q (7283.468996 sec): 3 clusters Score: Raw -569703.642273 + Penalty 2725.876488 = -566977.765785 nChanged 1 SP:Iteration 38Q (7283.501381 sec): 3 clusters Score: Raw -569704.481245 + Penalty 2725.876488 = -566978.604757 nChanged 1 SP:Iteration 39Q (7283.547024 sec): 3 clusters Score: Raw -569705.059446 + Penalty 2725.876488 = -566979.182958 nChanged 2 SP:Iteration 40F (7283.597998 sec): 3 clusters Score: Raw -569705.755555 + Penalty 2725.876488 = -566979.879067 nChanged 2 SP:Iteration 41Q (7283.637237 sec): 3 clusters Score: Raw -569706.619067 + Penalty 2725.876488 = -566980.742579 nChanged 4 SP:Iteration 42Q (7283.688268 sec): 3 clusters Score: Raw -569708.983091 + Penalty 2725.876488 = -566983.106603 nChanged 5 SP:Iteration 43Q (7283.733552 sec): 3 clusters Score: Raw -569711.856284 + Penalty 2725.876488 = -566985.979796 nChanged 2 SP:Iteration 44Q (7283.756064 sec): 3 clusters Score: Raw -569713.201645 + Penalty 2725.876488 = -566987.325157 nChanged 0 SP:Iteration 45F (7283.807523 sec): 3 clusters Score: Raw -569713.201645 + Penalty 2725.876488 = -566987.325157 nChanged 0 Trying to split cluster 28 (147010 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7283.997156 sec): 2 clusters Score: Raw -19692861.534869 + Penalty 1933.466582 = -19690928.068287 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7284.281169 sec): 3 clusters Score: Raw -19595935.491662 + Penalty 3866.933164 = -19592068.558497 nChanged 71066 SP:Iteration 1F (7284.556548 sec): 3 clusters Score: Raw -19638079.472328 + Penalty 3866.933164 = -19634212.539164 nChanged 5130 SP:Iteration 2Q (7284.830828 sec): 3 clusters Score: Raw -19639607.912811 + Penalty 3866.933164 = -19635740.979647 nChanged 5890 SP:Iteration 3Q (7285.110638 sec): 3 clusters Score: Raw -19642036.430386 + Penalty 3866.933164 = -19638169.497221 nChanged 7293 SP:Iteration 4Q (7285.384785 sec): 3 clusters Score: Raw -19645836.446949 + Penalty 3866.933164 = -19641969.513785 nChanged 8687 SP:Iteration 5F (7285.621189 sec): 3 clusters Score: Raw -19651255.243721 + Penalty 3866.933164 = -19647388.310557 nChanged 9707 SP:Iteration 6F (7285.893204 sec): 3 clusters Score: Raw -19657731.615275 + Penalty 3866.933164 = -19653864.682110 nChanged 9896 SP:Iteration 7F (7286.162886 sec): 3 clusters Score: Raw -19664432.631121 + Penalty 3866.933164 = -19660565.697957 nChanged 8839 SP:Iteration 8F (7286.437124 sec): 3 clusters Score: Raw -19669983.315328 + Penalty 3866.933164 = -19666116.382164 nChanged 7025 SP:Iteration 9Q (7286.704902 sec): 3 clusters Score: Raw -19673520.023286 + Penalty 3866.933164 = -19669653.090121 nChanged 5041 SP:Iteration 10Q (7286.980372 sec): 3 clusters Score: Raw -19675457.017172 + Penalty 3866.933164 = -19671590.084008 nChanged 3549 SP:Iteration 11Q (7287.266099 sec): 3 clusters Score: Raw -19676646.012179 + Penalty 3866.933164 = -19672779.079015 nChanged 2895 SP:Iteration 12Q (7287.546311 sec): 3 clusters Score: Raw -19677571.728419 + Penalty 3866.933164 = -19673704.795254 nChanged 2568 SP:Iteration 13Q (7287.808076 sec): 3 clusters Score: Raw -19678376.567108 + Penalty 3866.933164 = -19674509.633943 nChanged 2462 SP:Iteration 14Q (7288.089724 sec): 3 clusters Score: Raw -19679132.652375 + Penalty 3866.933164 = -19675265.719210 nChanged 2281 SP:Iteration 15Q (7288.365614 sec): 3 clusters Score: Raw -19679794.814499 + Penalty 3866.933164 = -19675927.881335 nChanged 2101 SP:Iteration 16Q (7288.645013 sec): 3 clusters Score: Raw -19680366.822429 + Penalty 3866.933164 = -19676499.889264 nChanged 2056 SP:Iteration 17Q (7288.900362 sec): 3 clusters Score: Raw -19680897.678162 + Penalty 3866.933164 = -19677030.744997 nChanged 1859 SP:Iteration 18Q (7289.172227 sec): 3 clusters Score: Raw -19681321.863197 + Penalty 3866.933164 = -19677454.930033 nChanged 1605 SP:Iteration 19Q (7289.465208 sec): 3 clusters Score: Raw -19681648.570271 + Penalty 3866.933164 = -19677781.637106 nChanged 1414 SP:Iteration 20F (7289.749909 sec): 3 clusters Score: Raw -19681902.592467 + Penalty 3866.933164 = -19678035.659302 nChanged 1302 SP:Iteration 21Q (7290.025192 sec): 3 clusters Score: Raw -19682107.927059 + Penalty 3866.933164 = -19678240.993894 nChanged 1065 SP:Iteration 22Q (7290.305585 sec): 3 clusters Score: Raw -19682242.648700 + Penalty 3866.933164 = -19678375.715535 nChanged 887 SP:Iteration 23Q (7290.576521 sec): 3 clusters Score: Raw -19682336.594342 + Penalty 3866.933164 = -19678469.661177 nChanged 742 SP:Iteration 24Q (7290.849671 sec): 3 clusters Score: Raw -19682410.974465 + Penalty 3866.933164 = -19678544.041301 nChanged 612 SP:Iteration 25Q (7291.105695 sec): 3 clusters Score: Raw -19682464.017991 + Penalty 3866.933164 = -19678597.084826 nChanged 532 SP:Iteration 26Q (7291.377671 sec): 3 clusters Score: Raw -19682502.480261 + Penalty 3866.933164 = -19678635.547097 nChanged 460 SP:Iteration 27Q (7291.653655 sec): 3 clusters Score: Raw -19682532.748218 + Penalty 3866.933164 = -19678665.815053 nChanged 446 SP:Iteration 28Q (7291.924835 sec): 3 clusters Score: Raw -19682561.683676 + Penalty 3866.933164 = -19678694.750512 nChanged 400 SP:Iteration 29Q (7292.196395 sec): 3 clusters Score: Raw -19682588.278164 + Penalty 3866.933164 = -19678721.344999 nChanged 391 SP:Iteration 30Q (7292.473747 sec): 3 clusters Score: Raw -19682612.019609 + Penalty 3866.933164 = -19678745.086445 nChanged 369 SP:Iteration 31Q (7292.765052 sec): 3 clusters Score: Raw -19682632.278280 + Penalty 3866.933164 = -19678765.345116 nChanged 315 SP:Iteration 32Q (7293.040690 sec): 3 clusters Score: Raw -19682648.038675 + Penalty 3866.933164 = -19678781.105510 nChanged 278 SP:Iteration 33Q (7293.298095 sec): 3 clusters Score: Raw -19682661.447556 + Penalty 3866.933164 = -19678794.514392 nChanged 282 SP:Iteration 34Q (7293.572747 sec): 3 clusters Score: Raw -19682674.884285 + Penalty 3866.933164 = -19678807.951120 nChanged 274 SP:Iteration 35Q (7293.829844 sec): 3 clusters Score: Raw -19682687.065611 + Penalty 3866.933164 = -19678820.132447 nChanged 236 SP:Iteration 36Q (7294.091645 sec): 3 clusters Score: Raw -19682697.606089 + Penalty 3866.933164 = -19678830.672925 nChanged 228 SP:Iteration 37Q (7294.348529 sec): 3 clusters Score: Raw -19682707.029889 + Penalty 3866.933164 = -19678840.096725 nChanged 226 SP:Iteration 38Q (7294.619200 sec): 3 clusters Score: Raw -19682716.329295 + Penalty 3866.933164 = -19678849.396130 nChanged 209 SP:Iteration 39Q (7294.890222 sec): 3 clusters Score: Raw -19682724.342584 + Penalty 3866.933164 = -19678857.409420 nChanged 220 SP:Iteration 40F (7295.160921 sec): 3 clusters Score: Raw -19682732.305301 + Penalty 3866.933164 = -19678865.372136 nChanged 218 SP:Iteration 41Q (7295.429441 sec): 3 clusters Score: Raw -19682740.838886 + Penalty 3866.933164 = -19678873.905721 nChanged 208 SP:Iteration 42Q (7295.701245 sec): 3 clusters Score: Raw -19682749.543762 + Penalty 3866.933164 = -19678882.610598 nChanged 226 SP:Iteration 43Q (7295.985168 sec): 3 clusters Score: Raw -19682757.787660 + Penalty 3866.933164 = -19678890.854496 nChanged 195 SP:Iteration 44Q (7296.251767 sec): 3 clusters Score: Raw -19682765.677944 + Penalty 3866.933164 = -19678898.744779 nChanged 207 SP:Iteration 45Q (7296.539543 sec): 3 clusters Score: Raw -19682775.328616 + Penalty 3866.933164 = -19678908.395451 nChanged 235 SP:Iteration 46Q (7296.822462 sec): 3 clusters Score: Raw -19682785.222960 + Penalty 3866.933164 = -19678918.289795 nChanged 212 SP:Iteration 47Q (7297.089168 sec): 3 clusters Score: Raw -19682793.096778 + Penalty 3866.933164 = -19678926.163613 nChanged 198 SP:Iteration 48Q (7297.379481 sec): 3 clusters Score: Raw -19682799.823745 + Penalty 3866.933164 = -19678932.890581 nChanged 194 SP:Iteration 49Q (7297.672820 sec): 3 clusters Score: Raw -19682805.367433 + Penalty 3866.933164 = -19678938.434268 nChanged 171 SP:Iteration 50Q (7297.961699 sec): 3 clusters Score: Raw -19682810.624252 + Penalty 3866.933164 = -19678943.691088 nChanged 177 SP:Iteration 51Q (7298.255207 sec): 3 clusters Score: Raw -19682816.669572 + Penalty 3866.933164 = -19678949.736408 nChanged 177 SP:Iteration 52Q (7298.542222 sec): 3 clusters Score: Raw -19682822.325106 + Penalty 3866.933164 = -19678955.391942 nChanged 179 SP:Iteration 53Q (7298.834889 sec): 3 clusters Score: Raw -19682828.251772 + Penalty 3866.933164 = -19678961.318608 nChanged 178 SP:Iteration 54Q (7299.129724 sec): 3 clusters Score: Raw -19682834.730237 + Penalty 3866.933164 = -19678967.797072 nChanged 189 SP:Iteration 55Q (7299.392946 sec): 3 clusters Score: Raw -19682842.385415 + Penalty 3866.933164 = -19678975.452250 nChanged 233 SP:Iteration 56Q (7299.663613 sec): 3 clusters Score: Raw -19682851.683135 + Penalty 3866.933164 = -19678984.749971 nChanged 234 SP:Iteration 57Q (7299.944479 sec): 3 clusters Score: Raw -19682860.972156 + Penalty 3866.933164 = -19678994.038992 nChanged 222 SP:Iteration 58Q (7300.228867 sec): 3 clusters Score: Raw -19682868.944011 + Penalty 3866.933164 = -19679002.010846 nChanged 206 SP:Iteration 59Q (7300.503756 sec): 3 clusters Score: Raw -19682875.555108 + Penalty 3866.933164 = -19679008.621943 nChanged 208 SP:Iteration 60F (7300.765751 sec): 3 clusters Score: Raw -19682882.701185 + Penalty 3866.933164 = -19679015.768021 nChanged 210 SP:Iteration 61Q (7301.040917 sec): 3 clusters Score: Raw -19682889.461634 + Penalty 3866.933164 = -19679022.528469 nChanged 195 SP:Iteration 62Q (7301.285693 sec): 3 clusters Score: Raw -19682895.446157 + Penalty 3866.933164 = -19679028.512993 nChanged 208 SP:Iteration 63Q (7301.568602 sec): 3 clusters Score: Raw -19682903.439749 + Penalty 3866.933164 = -19679036.506585 nChanged 223 SP:Iteration 64Q (7301.833776 sec): 3 clusters Score: Raw -19682912.776503 + Penalty 3866.933164 = -19679045.843339 nChanged 243 SP:Iteration 65Q (7302.082626 sec): 3 clusters Score: Raw -19682923.337038 + Penalty 3866.933164 = -19679056.403874 nChanged 259 SP:Iteration 66Q (7302.351845 sec): 3 clusters Score: Raw -19682935.151511 + Penalty 3866.933164 = -19679068.218346 nChanged 272 SP:Iteration 67Q (7302.629441 sec): 3 clusters Score: Raw -19682948.296161 + Penalty 3866.933164 = -19679081.362997 nChanged 291 SP:Iteration 68Q (7302.886057 sec): 3 clusters Score: Raw -19682961.640520 + Penalty 3866.933164 = -19679094.707356 nChanged 291 SP:Iteration 69Q (7303.157712 sec): 3 clusters Score: Raw -19682975.290590 + Penalty 3866.933164 = -19679108.357425 nChanged 289 SP:Iteration 70Q (7303.432567 sec): 3 clusters Score: Raw -19682988.187728 + Penalty 3866.933164 = -19679121.254563 nChanged 272 SP:Iteration 71Q (7303.707235 sec): 3 clusters Score: Raw -19683000.360085 + Penalty 3866.933164 = -19679133.426920 nChanged 272 SP:Iteration 72Q (7303.990166 sec): 3 clusters Score: Raw -19683013.172555 + Penalty 3866.933164 = -19679146.239391 nChanged 281 SP:Iteration 73Q (7304.263249 sec): 3 clusters Score: Raw -19683026.369420 + Penalty 3866.933164 = -19679159.436256 nChanged 294 SP:Iteration 74Q (7304.532633 sec): 3 clusters Score: Raw -19683040.034643 + Penalty 3866.933164 = -19679173.101478 nChanged 293 SP:Iteration 75Q (7304.793975 sec): 3 clusters Score: Raw -19683053.369567 + Penalty 3866.933164 = -19679186.436402 nChanged 287 SP:Iteration 76Q (7305.079539 sec): 3 clusters Score: Raw -19683066.489452 + Penalty 3866.933164 = -19679199.556287 nChanged 290 SP:Iteration 77Q (7305.373528 sec): 3 clusters Score: Raw -19683080.607496 + Penalty 3866.933164 = -19679213.674331 nChanged 301 SP:Iteration 78Q (7305.644576 sec): 3 clusters Score: Raw -19683094.666835 + Penalty 3866.933164 = -19679227.733671 nChanged 302 SP:Iteration 79Q (7305.920607 sec): 3 clusters Score: Raw -19683110.694371 + Penalty 3866.933164 = -19679243.761206 nChanged 335 SP:Iteration 80F (7306.193777 sec): 3 clusters Score: Raw -19683128.945257 + Penalty 3866.933164 = -19679262.012093 nChanged 358 SP:Iteration 81Q (7306.445385 sec): 3 clusters Score: Raw -19683148.256335 + Penalty 3866.933164 = -19679281.323171 nChanged 380 SP:Iteration 82Q (7306.721049 sec): 3 clusters Score: Raw -19683169.366900 + Penalty 3866.933164 = -19679302.433736 nChanged 390 SP:Iteration 83Q (7306.998682 sec): 3 clusters Score: Raw -19683191.254041 + Penalty 3866.933164 = -19679324.320876 nChanged 371 SP:Iteration 84Q (7307.280661 sec): 3 clusters Score: Raw -19683211.703201 + Penalty 3866.933164 = -19679344.770036 nChanged 390 SP:Iteration 85Q (7307.550038 sec): 3 clusters Score: Raw -19683234.620169 + Penalty 3866.933164 = -19679367.687005 nChanged 429 SP:Iteration 86Q (7307.809533 sec): 3 clusters Score: Raw -19683261.058129 + Penalty 3866.933164 = -19679394.124964 nChanged 432 SP:Iteration 87Q (7308.076189 sec): 3 clusters Score: Raw -19683287.571659 + Penalty 3866.933164 = -19679420.638495 nChanged 439 SP:Iteration 88Q (7308.354269 sec): 3 clusters Score: Raw -19683315.526027 + Penalty 3866.933164 = -19679448.592863 nChanged 437 SP:Iteration 89Q (7308.608110 sec): 3 clusters Score: Raw -19683341.918399 + Penalty 3866.933164 = -19679474.985235 nChanged 428 SP:Iteration 90Q (7308.874501 sec): 3 clusters Score: Raw -19683368.666784 + Penalty 3866.933164 = -19679501.733619 nChanged 441 SP:Iteration 91Q (7309.148258 sec): 3 clusters Score: Raw -19683397.627445 + Penalty 3866.933164 = -19679530.694280 nChanged 432 SP:Iteration 92Q (7309.425065 sec): 3 clusters Score: Raw -19683425.627803 + Penalty 3866.933164 = -19679558.694639 nChanged 430 SP:Iteration 93Q (7309.684942 sec): 3 clusters Score: Raw -19683450.782276 + Penalty 3866.933164 = -19679583.849111 nChanged 437 SP:Iteration 94Q (7309.937798 sec): 3 clusters Score: Raw -19683478.076173 + Penalty 3866.933164 = -19679611.143008 nChanged 472 SP:Iteration 95Q (7310.207586 sec): 3 clusters Score: Raw -19683508.695055 + Penalty 3866.933164 = -19679641.761890 nChanged 477 SP:Iteration 96Q (7310.495199 sec): 3 clusters Score: Raw -19683543.196662 + Penalty 3866.933164 = -19679676.263497 nChanged 496 SP:Iteration 97Q (7310.785703 sec): 3 clusters Score: Raw -19683580.940405 + Penalty 3866.933164 = -19679714.007240 nChanged 556 SP:Iteration 98Q (7311.065841 sec): 3 clusters Score: Raw -19683622.949160 + Penalty 3866.933164 = -19679756.015995 nChanged 542 SP:Iteration 99Q (7311.343894 sec): 3 clusters Score: Raw -19683666.358676 + Penalty 3866.933164 = -19679799.425511 nChanged 577 SP:Iteration 100F (7311.616539 sec): 3 clusters Score: Raw -19683712.522504 + Penalty 3866.933164 = -19679845.589340 nChanged 568 SP:Iteration 101Q (7311.886577 sec): 3 clusters Score: Raw -19683755.450441 + Penalty 3866.933164 = -19679888.517277 nChanged 565 SP:Iteration 102Q (7312.148381 sec): 3 clusters Score: Raw -19683798.560071 + Penalty 3866.933164 = -19679931.626906 nChanged 581 SP:Iteration 103Q (7312.430467 sec): 3 clusters Score: Raw -19683840.943816 + Penalty 3866.933164 = -19679974.010651 nChanged 537 SP:Iteration 104Q (7312.706691 sec): 3 clusters Score: Raw -19683879.215768 + Penalty 3866.933164 = -19680012.282604 nChanged 542 SP:Iteration 105Q (7313.001834 sec): 3 clusters Score: Raw -19683916.877728 + Penalty 3866.933164 = -19680049.944564 nChanged 584 SP:Iteration 106Q (7313.262678 sec): 3 clusters Score: Raw -19683959.498963 + Penalty 3866.933164 = -19680092.565799 nChanged 575 SP:Iteration 107Q (7313.532240 sec): 3 clusters Score: Raw -19683999.381584 + Penalty 3866.933164 = -19680132.448420 nChanged 523 SP:Iteration 108Q (7313.806848 sec): 3 clusters Score: Raw -19684035.903262 + Penalty 3866.933164 = -19680168.970098 nChanged 536 SP:Iteration 109Q (7314.075910 sec): 3 clusters Score: Raw -19684073.458016 + Penalty 3866.933164 = -19680206.524851 nChanged 530 SP:Iteration 110Q (7314.341635 sec): 3 clusters Score: Raw -19684112.217709 + Penalty 3866.933164 = -19680245.284545 nChanged 547 SP:Iteration 111Q (7314.611350 sec): 3 clusters Score: Raw -19684150.281092 + Penalty 3866.933164 = -19680283.347928 nChanged 533 SP:Iteration 112Q (7314.892934 sec): 3 clusters Score: Raw -19684187.420340 + Penalty 3866.933164 = -19680320.487175 nChanged 568 SP:Iteration 113Q (7315.141491 sec): 3 clusters Score: Raw -19684226.813743 + Penalty 3866.933164 = -19680359.880578 nChanged 539 SP:Iteration 114Q (7315.411383 sec): 3 clusters Score: Raw -19684261.777366 + Penalty 3866.933164 = -19680394.844202 nChanged 511 SP:Iteration 115Q (7315.672254 sec): 3 clusters Score: Raw -19684295.019071 + Penalty 3866.933164 = -19680428.085907 nChanged 530 SP:Iteration 116Q (7315.923282 sec): 3 clusters Score: Raw -19684330.963528 + Penalty 3866.933164 = -19680464.030364 nChanged 528 SP:Iteration 117Q (7316.196197 sec): 3 clusters Score: Raw -19684366.834228 + Penalty 3866.933164 = -19680499.901064 nChanged 565 SP:Iteration 118Q (7316.455770 sec): 3 clusters Score: Raw -19684405.417345 + Penalty 3866.933164 = -19680538.484181 nChanged 550 SP:Iteration 119Q (7316.723125 sec): 3 clusters Score: Raw -19684442.623244 + Penalty 3866.933164 = -19680575.690079 nChanged 519 SP:Iteration 120F (7316.993005 sec): 3 clusters Score: Raw -19684477.463941 + Penalty 3866.933164 = -19680610.530777 nChanged 533 SP:Iteration 121Q (7317.248622 sec): 3 clusters Score: Raw -19684514.812138 + Penalty 3866.933164 = -19680647.878973 nChanged 547 SP:Iteration 122Q (7317.531126 sec): 3 clusters Score: Raw -19684553.201264 + Penalty 3866.933164 = -19680686.268099 nChanged 536 SP:Iteration 123Q (7317.804203 sec): 3 clusters Score: Raw -19684587.799930 + Penalty 3866.933164 = -19680720.866765 nChanged 532 SP:Iteration 124Q (7318.066276 sec): 3 clusters Score: Raw -19684620.233975 + Penalty 3866.933164 = -19680753.300811 nChanged 481 SP:Iteration 125Q (7318.327480 sec): 3 clusters Score: Raw -19684649.131137 + Penalty 3866.933164 = -19680782.197973 nChanged 480 SP:Iteration 126Q (7318.580974 sec): 3 clusters Score: Raw -19684677.635823 + Penalty 3866.933164 = -19680810.702658 nChanged 461 SP:Iteration 127Q (7318.856865 sec): 3 clusters Score: Raw -19684704.425238 + Penalty 3866.933164 = -19680837.492073 nChanged 467 SP:Iteration 128Q (7319.124861 sec): 3 clusters Score: Raw -19684731.927858 + Penalty 3866.933164 = -19680864.994694 nChanged 461 SP:Iteration 129Q (7319.387859 sec): 3 clusters Score: Raw -19684758.951719 + Penalty 3866.933164 = -19680892.018554 nChanged 465 SP:Iteration 130Q (7319.669270 sec): 3 clusters Score: Raw -19684787.773443 + Penalty 3866.933164 = -19680920.840279 nChanged 473 SP:Iteration 131Q (7319.943774 sec): 3 clusters Score: Raw -19684816.055913 + Penalty 3866.933164 = -19680949.122749 nChanged 437 SP:Iteration 132Q (7320.233123 sec): 3 clusters Score: Raw -19684842.592502 + Penalty 3866.933164 = -19680975.659337 nChanged 456 SP:Iteration 133Q (7320.508205 sec): 3 clusters Score: Raw -19684871.997551 + Penalty 3866.933164 = -19681005.064387 nChanged 485 SP:Iteration 134Q (7320.783217 sec): 3 clusters Score: Raw -19684904.567647 + Penalty 3866.933164 = -19681037.634483 nChanged 497 SP:Iteration 135Q (7321.011930 sec): 3 clusters Score: Raw -19684937.813060 + Penalty 3866.933164 = -19681070.879896 nChanged 555 SP:Iteration 136Q (7321.291409 sec): 3 clusters Score: Raw -19684974.768181 + Penalty 3866.933164 = -19681107.835017 nChanged 507 SP:Iteration 137Q (7321.559876 sec): 3 clusters Score: Raw -19685009.355705 + Penalty 3866.933164 = -19681142.422540 nChanged 553 SP:Iteration 138Q (7321.818141 sec): 3 clusters Score: Raw -19685047.766495 + Penalty 3866.933164 = -19681180.833330 nChanged 514 SP:Iteration 139Q (7322.073267 sec): 3 clusters Score: Raw -19685085.933080 + Penalty 3866.933164 = -19681218.999916 nChanged 622 SP:Iteration 140F (7322.315912 sec): 3 clusters Score: Raw -19685135.384535 + Penalty 3866.933164 = -19681268.451370 nChanged 615 SP:Iteration 141Q (7322.564091 sec): 3 clusters Score: Raw -19685183.214189 + Penalty 3866.933164 = -19681316.281025 nChanged 636 SP:Iteration 142Q (7322.828130 sec): 3 clusters Score: Raw -19685232.497942 + Penalty 3866.933164 = -19681365.564778 nChanged 630 SP:Iteration 143Q (7323.095659 sec): 3 clusters Score: Raw -19685283.527701 + Penalty 3866.933164 = -19681416.594536 nChanged 639 SP:Iteration 144Q (7323.350996 sec): 3 clusters Score: Raw -19685338.894827 + Penalty 3866.933164 = -19681471.961662 nChanged 669 SP:Iteration 145Q (7323.597952 sec): 3 clusters Score: Raw -19685402.727030 + Penalty 3866.933164 = -19681535.793865 nChanged 672 SP:Iteration 146Q (7323.870548 sec): 3 clusters Score: Raw -19685463.694703 + Penalty 3866.933164 = -19681596.761539 nChanged 692 SP:Iteration 147Q (7324.139339 sec): 3 clusters Score: Raw -19685527.499097 + Penalty 3866.933164 = -19681660.565933 nChanged 693 SP:Iteration 148Q (7324.390128 sec): 3 clusters Score: Raw -19685593.353787 + Penalty 3866.933164 = -19681726.420622 nChanged 700 SP:Iteration 149Q (7324.651131 sec): 3 clusters Score: Raw -19685661.754722 + Penalty 3866.933164 = -19681794.821558 nChanged 735 SP:Iteration 150Q (7324.923929 sec): 3 clusters Score: Raw -19685736.583038 + Penalty 3866.933164 = -19681869.649874 nChanged 768 SP:Iteration 151Q (7325.186058 sec): 3 clusters Score: Raw -19685816.549077 + Penalty 3866.933164 = -19681949.615912 nChanged 735 SP:Iteration 152Q (7325.456206 sec): 3 clusters Score: Raw -19685894.267941 + Penalty 3866.933164 = -19682027.334776 nChanged 743 SP:Iteration 153Q (7325.719676 sec): 3 clusters Score: Raw -19685973.177245 + Penalty 3866.933164 = -19682106.244081 nChanged 788 SP:Iteration 154Q (7325.981191 sec): 3 clusters Score: Raw -19686059.285600 + Penalty 3866.933164 = -19682192.352436 nChanged 805 SP:Iteration 155Q (7326.239512 sec): 3 clusters Score: Raw -19686152.491512 + Penalty 3866.933164 = -19682285.558348 nChanged 840 SP:Iteration 156Q (7326.495631 sec): 3 clusters Score: Raw -19686250.649952 + Penalty 3866.933164 = -19682383.716788 nChanged 837 SP:Iteration 157Q (7326.732641 sec): 3 clusters Score: Raw -19686355.157260 + Penalty 3866.933164 = -19682488.224096 nChanged 887 SP:Iteration 158Q (7326.972809 sec): 3 clusters Score: Raw -19686473.415851 + Penalty 3866.933164 = -19682606.482687 nChanged 888 SP:Iteration 159Q (7327.223223 sec): 3 clusters Score: Raw -19686593.592257 + Penalty 3866.933164 = -19682726.659092 nChanged 917 SP:Iteration 160F (7327.490419 sec): 3 clusters Score: Raw -19686713.376801 + Penalty 3866.933164 = -19682846.443636 nChanged 867 SP:Iteration 161Q (7327.741331 sec): 3 clusters Score: Raw -19686829.064905 + Penalty 3866.933164 = -19682962.131740 nChanged 872 SP:Iteration 162Q (7328.003680 sec): 3 clusters Score: Raw -19686956.557156 + Penalty 3866.933164 = -19683089.623992 nChanged 932 SP:Iteration 163Q (7328.257805 sec): 3 clusters Score: Raw -19687098.601590 + Penalty 3866.933164 = -19683231.668426 nChanged 950 SP:Iteration 164Q (7328.505247 sec): 3 clusters Score: Raw -19687238.558034 + Penalty 3866.933164 = -19683371.624869 nChanged 934 SP:Iteration 165Q (7328.759323 sec): 3 clusters Score: Raw -19687383.051723 + Penalty 3866.933164 = -19683516.118559 nChanged 995 SP:Iteration 166Q (7328.997263 sec): 3 clusters Score: Raw -19687551.399415 + Penalty 3866.933164 = -19683684.466250 nChanged 1060 SP:Iteration 167Q (7329.252078 sec): 3 clusters Score: Raw -19687743.181737 + Penalty 3866.933164 = -19683876.248573 nChanged 1072 SP:Iteration 168Q (7329.494643 sec): 3 clusters Score: Raw -19687947.081654 + Penalty 3866.933164 = -19684080.148490 nChanged 1082 SP:Iteration 169Q (7329.752226 sec): 3 clusters Score: Raw -19688168.602703 + Penalty 3866.933164 = -19684301.669539 nChanged 1186 SP:Iteration 170Q (7330.007138 sec): 3 clusters Score: Raw -19688441.837108 + Penalty 3866.933164 = -19684574.903944 nChanged 1233 SP:Iteration 171Q (7330.245572 sec): 3 clusters Score: Raw -19688742.217628 + Penalty 3866.933164 = -19684875.284464 nChanged 1311 SP:Iteration 172Q (7330.492774 sec): 3 clusters Score: Raw -19689074.282741 + Penalty 3866.933164 = -19685207.349577 nChanged 1275 SP:Iteration 173Q (7330.751366 sec): 3 clusters Score: Raw -19689421.565730 + Penalty 3866.933164 = -19685554.632565 nChanged 1285 SP:Iteration 174Q (7331.030573 sec): 3 clusters Score: Raw -19689789.368948 + Penalty 3866.933164 = -19685922.435784 nChanged 1247 SP:Iteration 175Q (7331.287222 sec): 3 clusters Score: Raw -19690177.430485 + Penalty 3866.933164 = -19686310.497320 nChanged 1160 SP:Iteration 176Q (7331.500233 sec): 3 clusters Score: Raw -19690554.109865 + Penalty 3866.933164 = -19686687.176700 nChanged 1122 SP:Iteration 177Q (7331.750688 sec): 3 clusters Score: Raw -19690926.719316 + Penalty 3866.933164 = -19687059.786152 nChanged 1079 SP:Iteration 178Q (7332.010087 sec): 3 clusters Score: Raw -19691283.181111 + Penalty 3866.933164 = -19687416.247946 nChanged 1008 SP:Iteration 179Q (7332.257731 sec): 3 clusters Score: Raw -19691617.214134 + Penalty 3866.933164 = -19687750.280970 nChanged 813 SP:Iteration 180F (7332.540103 sec): 3 clusters Score: Raw -19691877.330552 + Penalty 3866.933164 = -19688010.397388 nChanged 699 SP:Iteration 181Q (7332.775848 sec): 3 clusters Score: Raw -19692096.041750 + Penalty 3866.933164 = -19688229.108586 nChanged 606 SP:Iteration 182Q (7332.999367 sec): 3 clusters Score: Raw -19692268.901261 + Penalty 3866.933164 = -19688401.968096 nChanged 477 SP:Iteration 183Q (7333.221015 sec): 3 clusters Score: Raw -19692405.670827 + Penalty 3866.933164 = -19688538.737663 nChanged 408 SP:Iteration 184Q (7333.430499 sec): 3 clusters Score: Raw -19692515.981014 + Penalty 3866.933164 = -19688649.047849 nChanged 331 SP:Iteration 185Q (7333.683344 sec): 3 clusters Score: Raw -19692604.003967 + Penalty 3866.933164 = -19688737.070803 nChanged 305 SP:Iteration 186Q (7333.921183 sec): 3 clusters Score: Raw -19692680.457202 + Penalty 3866.933164 = -19688813.524037 nChanged 269 SP:Iteration 187Q (7334.153449 sec): 3 clusters Score: Raw -19692745.686168 + Penalty 3866.933164 = -19688878.753004 nChanged 228 SP:Iteration 188Q (7334.379281 sec): 3 clusters Score: Raw -19692810.200894 + Penalty 3866.933164 = -19688943.267730 nChanged 239 SP:Iteration 189Q (7334.616752 sec): 3 clusters Score: Raw -19692881.810398 + Penalty 3866.933164 = -19689014.877233 nChanged 205 SP:Iteration 190Q (7334.837638 sec): 3 clusters Score: Raw -19692938.762319 + Penalty 3866.933164 = -19689071.829154 nChanged 189 SP:Iteration 191Q (7335.062610 sec): 3 clusters Score: Raw -19692995.922705 + Penalty 3866.933164 = -19689128.989540 nChanged 171 SP:Iteration 192Q (7335.297167 sec): 3 clusters Score: Raw -19693047.285164 + Penalty 3866.933164 = -19689180.352000 nChanged 148 SP:Iteration 193Q (7335.496952 sec): 3 clusters Score: Raw -19693093.044888 + Penalty 3866.933164 = -19689226.111723 nChanged 138 SP:Iteration 194Q (7335.721257 sec): 3 clusters Score: Raw -19693132.608954 + Penalty 3866.933164 = -19689265.675789 nChanged 104 SP:Iteration 195Q (7335.962232 sec): 3 clusters Score: Raw -19693166.697942 + Penalty 3866.933164 = -19689299.764777 nChanged 99 SP:Iteration 196Q (7336.191165 sec): 3 clusters Score: Raw -19693197.892542 + Penalty 3866.933164 = -19689330.959378 nChanged 94 SP:Iteration 197Q (7336.407410 sec): 3 clusters Score: Raw -19693224.325774 + Penalty 3866.933164 = -19689357.392609 nChanged 79 SP:Iteration 198Q (7336.622444 sec): 3 clusters Score: Raw -19693243.597879 + Penalty 3866.933164 = -19689376.664715 nChanged 56 SP:Iteration 199Q (7336.856611 sec): 3 clusters Score: Raw -19693258.135922 + Penalty 3866.933164 = -19689391.202757 nChanged 49 SP:Iteration 200F (7337.122251 sec): 3 clusters Score: Raw -19693270.061683 + Penalty 3866.933164 = -19689403.128518 nChanged 42 SP:Iteration 201Q (7337.349392 sec): 3 clusters Score: Raw -19693280.958770 + Penalty 3866.933164 = -19689414.025606 nChanged 40 SP:Iteration 202Q (7337.578297 sec): 3 clusters Score: Raw -19693291.659148 + Penalty 3866.933164 = -19689424.725984 nChanged 31 SP:Iteration 203Q (7337.816973 sec): 3 clusters Score: Raw -19693298.930964 + Penalty 3866.933164 = -19689431.997800 nChanged 27 SP:Iteration 204Q (7338.067491 sec): 3 clusters Score: Raw -19693305.293928 + Penalty 3866.933164 = -19689438.360763 nChanged 23 SP:Iteration 205Q (7338.302552 sec): 3 clusters Score: Raw -19693311.218377 + Penalty 3866.933164 = -19689444.285213 nChanged 23 SP:Iteration 206Q (7338.534276 sec): 3 clusters Score: Raw -19693316.021797 + Penalty 3866.933164 = -19689449.088633 nChanged 25 SP:Iteration 207Q (7338.790252 sec): 3 clusters Score: Raw -19693322.432644 + Penalty 3866.933164 = -19689455.499480 nChanged 22 SP:Iteration 208Q (7339.025487 sec): 3 clusters Score: Raw -19693328.133995 + Penalty 3866.933164 = -19689461.200831 nChanged 17 SP:Iteration 209Q (7339.271720 sec): 3 clusters Score: Raw -19693332.142423 + Penalty 3866.933164 = -19689465.209258 nChanged 17 SP:Iteration 210Q (7339.505692 sec): 3 clusters Score: Raw -19693335.910711 + Penalty 3866.933164 = -19689468.977546 nChanged 24 SP:Iteration 211Q (7339.703586 sec): 3 clusters Score: Raw -19693342.073346 + Penalty 3866.933164 = -19689475.140182 nChanged 21 SP:Iteration 212Q (7339.930111 sec): 3 clusters Score: Raw -19693347.148134 + Penalty 3866.933164 = -19689480.214969 nChanged 14 SP:Iteration 213Q (7340.164892 sec): 3 clusters Score: Raw -19693349.943262 + Penalty 3866.933164 = -19689483.010097 nChanged 17 SP:Iteration 214Q (7340.383793 sec): 3 clusters Score: Raw -19693353.184686 + Penalty 3866.933164 = -19689486.251521 nChanged 7 SP:Iteration 215Q (7340.612587 sec): 3 clusters Score: Raw -19693354.309119 + Penalty 3866.933164 = -19689487.375955 nChanged 6 SP:Iteration 216Q (7340.823920 sec): 3 clusters Score: Raw -19693355.560296 + Penalty 3866.933164 = -19689488.627132 nChanged 6 SP:Iteration 217Q (7341.067561 sec): 3 clusters Score: Raw -19693356.856564 + Penalty 3866.933164 = -19689489.923399 nChanged 8 SP:Iteration 218Q (7341.296220 sec): 3 clusters Score: Raw -19693358.157264 + Penalty 3866.933164 = -19689491.224099 nChanged 8 SP:Iteration 219Q (7341.515593 sec): 3 clusters Score: Raw -19693360.008863 + Penalty 3866.933164 = -19689493.075699 nChanged 10 SP:Iteration 220F (7341.774974 sec): 3 clusters Score: Raw -19693362.479637 + Penalty 3866.933164 = -19689495.546473 nChanged 8 SP:Iteration 221Q (7342.004236 sec): 3 clusters Score: Raw -19693364.537471 + Penalty 3866.933164 = -19689497.604306 nChanged 5 SP:Iteration 222Q (7342.232487 sec): 3 clusters Score: Raw -19693365.518835 + Penalty 3866.933164 = -19689498.585670 nChanged 2 SP:Iteration 223Q (7342.465361 sec): 3 clusters Score: Raw -19693365.696114 + Penalty 3866.933164 = -19689498.762950 nChanged 2 SP:Iteration 224Q (7342.663778 sec): 3 clusters Score: Raw -19693365.962100 + Penalty 3866.933164 = -19689499.028935 nChanged 4 SP:Iteration 225Q (7342.859784 sec): 3 clusters Score: Raw -19693366.791865 + Penalty 3866.933164 = -19689499.858701 nChanged 6 SP:Iteration 226Q (7343.085808 sec): 3 clusters Score: Raw -19693368.528032 + Penalty 3866.933164 = -19689501.594867 nChanged 8 SP:Iteration 227Q (7343.313400 sec): 3 clusters Score: Raw -19693369.921528 + Penalty 3866.933164 = -19689502.988363 nChanged 6 SP:Iteration 228Q (7343.515833 sec): 3 clusters Score: Raw -19693370.838030 + Penalty 3866.933164 = -19689503.904866 nChanged 2 SP:Iteration 229Q (7343.715312 sec): 3 clusters Score: Raw -19693371.237794 + Penalty 3866.933164 = -19689504.304630 nChanged 2 SP:Iteration 230Q (7343.949474 sec): 3 clusters Score: Raw -19693371.490295 + Penalty 3866.933164 = -19689504.557130 nChanged 0 SP:Iteration 231F (7344.229875 sec): 3 clusters Score: Raw -19693371.490295 + Penalty 3866.933164 = -19689504.557130 nChanged 0 Trying to split cluster 29 (981 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7344.256143 sec): 2 clusters Score: Raw -123647.323953 + Penalty 1119.393025 = -122527.930928 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7344.305149 sec): 3 clusters Score: Raw -123380.684727 + Penalty 2238.786049 = -121141.898677 nChanged 292 SP:Iteration 1F (7344.355102 sec): 3 clusters Score: Raw -123644.916788 + Penalty 2238.786049 = -121406.130739 nChanged 83 SP:Iteration 2F (7344.392980 sec): 3 clusters Score: Raw -123729.642488 + Penalty 2238.786049 = -121490.856438 nChanged 44 SP:Iteration 3Q (7344.429707 sec): 3 clusters Score: Raw -123779.892193 + Penalty 2238.786049 = -121541.106143 nChanged 25 SP:Iteration 4Q (7344.470569 sec): 3 clusters Score: Raw -123810.294424 + Penalty 2238.786049 = -121571.508375 nChanged 29 SP:Iteration 5Q (7344.521041 sec): 3 clusters Score: Raw -123837.569701 + Penalty 2238.786049 = -121598.783652 nChanged 20 SP:Iteration 6Q (7344.566448 sec): 3 clusters Score: Raw -123855.082045 + Penalty 2238.786049 = -121616.295996 nChanged 22 SP:Iteration 7Q (7344.616333 sec): 3 clusters Score: Raw -123882.971296 + Penalty 2238.786049 = -121644.185246 nChanged 19 SP:Iteration 8Q (7344.661122 sec): 3 clusters Score: Raw -123913.319023 + Penalty 2238.786049 = -121674.532974 nChanged 20 SP:Iteration 9Q (7344.697000 sec): 3 clusters Score: Raw -123933.041595 + Penalty 2238.786049 = -121694.255546 nChanged 19 SP:Iteration 10Q (7344.745881 sec): 3 clusters Score: Raw -123959.218343 + Penalty 2238.786049 = -121720.432294 nChanged 18 SP:Iteration 11Q (7344.779349 sec): 3 clusters Score: Raw -123983.859601 + Penalty 2238.786049 = -121745.073552 nChanged 11 SP:Iteration 12Q (7344.821258 sec): 3 clusters Score: Raw -123992.399389 + Penalty 2238.786049 = -121753.613339 nChanged 5 SP:Iteration 13Q (7344.867609 sec): 3 clusters Score: Raw -123996.434683 + Penalty 2238.786049 = -121757.648634 nChanged 5 SP:Iteration 14Q (7344.918320 sec): 3 clusters Score: Raw -124000.581031 + Penalty 2238.786049 = -121761.794981 nChanged 4 SP:Iteration 15Q (7344.959518 sec): 3 clusters Score: Raw -124003.458935 + Penalty 2238.786049 = -121764.672885 nChanged 4 SP:Iteration 16Q (7344.993138 sec): 3 clusters Score: Raw -124005.582063 + Penalty 2238.786049 = -121766.796014 nChanged 4 SP:Iteration 17Q (7345.039058 sec): 3 clusters Score: Raw -124008.132850 + Penalty 2238.786049 = -121769.346801 nChanged 1 SP:Iteration 18Q (7345.080985 sec): 3 clusters Score: Raw -124008.739249 + Penalty 2238.786049 = -121769.953200 nChanged 1 SP:Iteration 19Q (7345.125514 sec): 3 clusters Score: Raw -124009.280418 + Penalty 2238.786049 = -121770.494369 nChanged 1 SP:Iteration 20F (7345.175215 sec): 3 clusters Score: Raw -124010.235380 + Penalty 2238.786049 = -121771.449330 nChanged 5 SP:Iteration 21Q (7345.221529 sec): 3 clusters Score: Raw -124018.299367 + Penalty 2238.786049 = -121779.513318 nChanged 6 SP:Iteration 22Q (7345.263392 sec): 3 clusters Score: Raw -124023.669401 + Penalty 2238.786049 = -121784.883351 nChanged 4 SP:Iteration 23Q (7345.307108 sec): 3 clusters Score: Raw -124026.373093 + Penalty 2238.786049 = -121787.587044 nChanged 3 SP:Iteration 24Q (7345.354642 sec): 3 clusters Score: Raw -124028.069514 + Penalty 2238.786049 = -121789.283464 nChanged 4 SP:Iteration 25Q (7345.404322 sec): 3 clusters Score: Raw -124053.382765 + Penalty 2238.786049 = -121814.596715 nChanged 8 SP:Iteration 26Q (7345.454220 sec): 3 clusters Score: Raw -124070.915067 + Penalty 2238.786049 = -121832.129018 nChanged 11 SP:Iteration 27Q (7345.490679 sec): 3 clusters Score: Raw -124099.221350 + Penalty 2238.786049 = -121860.435301 nChanged 14 SP:Iteration 28Q (7345.542355 sec): 3 clusters Score: Raw -124128.412217 + Penalty 2238.786049 = -121889.626167 nChanged 13 SP:Iteration 29Q (7345.594095 sec): 3 clusters Score: Raw -124174.287763 + Penalty 2238.786049 = -121935.501714 nChanged 15 SP:Iteration 30Q (7345.645163 sec): 3 clusters Score: Raw -124239.972536 + Penalty 2238.786049 = -122001.186487 nChanged 23 SP:Iteration 31Q (7345.695837 sec): 3 clusters Score: Raw -124302.739444 + Penalty 2238.786049 = -122063.953394 nChanged 26 SP:Iteration 32Q (7345.724404 sec): 3 clusters Score: Raw -124346.753609 + Penalty 2238.786049 = -122107.967560 nChanged 18 SP:Iteration 33Q (7345.768203 sec): 3 clusters Score: Raw -124362.877677 + Penalty 2238.786049 = -122124.091628 nChanged 10 SP:Iteration 34Q (7345.818349 sec): 3 clusters Score: Raw -124378.102087 + Penalty 2238.786049 = -122139.316038 nChanged 5 SP:Iteration 35Q (7345.868174 sec): 3 clusters Score: Raw -124383.683908 + Penalty 2238.786049 = -122144.897858 nChanged 0 SP:Iteration 36F (7345.917815 sec): 3 clusters Score: Raw -124383.683908 + Penalty 2238.786049 = -122144.897858 nChanged 0 Iteration 99Q (7353.137583 sec): 33 clusters Score: Raw -99951384.218775 + Penalty 70492.082535 = -99880892.136240 nChanged 2911 Iteration 100F (7367.813718 sec): 33 clusters Score: Raw -99953025.688837 + Penalty 70492.082535 = -99882533.606302 nChanged 3751 Iteration 101Q (7374.740050 sec): 33 clusters Score: Raw -99954277.883512 + Penalty 70492.082535 = -99883785.800977 nChanged 3185 Iteration 102Q (7381.852238 sec): 33 clusters Score: Raw -99955135.443342 + Penalty 70492.082535 = -99884643.360806 nChanged 3079 Iteration 103Q (7388.983445 sec): 33 clusters Score: Raw -99955774.271008 + Penalty 70492.082535 = -99885282.188472 nChanged 2718 Iteration 104Q (7395.958748 sec): 33 clusters Score: Raw -99956224.334455 + Penalty 70492.082535 = -99885732.251920 nChanged 2463 Iteration 105Q (7402.969683 sec): 33 clusters Score: Raw -99956559.205494 + Penalty 70492.082535 = -99886067.122958 nChanged 2293 Iteration 106Q (7410.008753 sec): 33 clusters Score: Raw -99956816.029038 + Penalty 70492.082535 = -99886323.946502 nChanged 2161 Iteration 107Q (7417.040912 sec): 33 clusters Score: Raw -99957019.051951 + Penalty 70492.082535 = -99886526.969416 nChanged 2007 Iteration 108Q (7423.880641 sec): 33 clusters Score: Raw -99957198.744192 + Penalty 70492.082535 = -99886706.661657 nChanged 1925 Iteration 109Q (7430.858080 sec): 33 clusters Score: Raw -99957359.099989 + Penalty 70492.082535 = -99886867.017454 nChanged 1871 Iteration 110Q (7437.933487 sec): 33 clusters Score: Raw -99957504.501672 + Penalty 70492.082535 = -99887012.419137 nChanged 1767 Iteration 111Q (7444.972944 sec): 33 clusters Score: Raw -99957639.667899 + Penalty 70492.082535 = -99887147.585364 nChanged 1740 Iteration 112Q (7452.036138 sec): 33 clusters Score: Raw -99957764.446458 + Penalty 70492.082535 = -99887272.363923 nChanged 1617 Iteration 113Q (7459.094596 sec): 33 clusters Score: Raw -99957880.043734 + Penalty 70492.082535 = -99887387.961198 nChanged 1585 Iteration 114Q (7466.220636 sec): 33 clusters Score: Raw -99957989.939844 + Penalty 70492.082535 = -99887497.857309 nChanged 1485 Iteration 115Q (7473.116226 sec): 33 clusters Score: Raw -99958090.870991 + Penalty 70492.082535 = -99887598.788455 nChanged 1392 Iteration 116Q (7480.278554 sec): 33 clusters Score: Raw -99958186.574499 + Penalty 70492.082535 = -99887694.491963 nChanged 1392 Iteration 117Q (7487.235194 sec): 33 clusters Score: Raw -99958283.222014 + Penalty 70492.082535 = -99887791.139478 nChanged 1352 Iteration 118Q (7494.090940 sec): 33 clusters Score: Raw -99958379.465125 + Penalty 70492.082535 = -99887887.382590 nChanged 1323 Iteration 119Q (7500.900304 sec): 33 clusters Score: Raw -99958467.350290 + Penalty 70492.082535 = -99887975.267754 nChanged 1308 Iteration 120F (7515.824697 sec): 33 clusters Score: Raw -99958560.935100 + Penalty 70492.082535 = -99888068.852565 nChanged 1261 Iteration 121Q (7522.625488 sec): 33 clusters Score: Raw -99958647.349569 + Penalty 70492.082535 = -99888155.267033 nChanged 1155 Iteration 122Q (7529.411097 sec): 33 clusters Score: Raw -99958725.713371 + Penalty 70492.082535 = -99888233.630836 nChanged 1081 Iteration 123Q (7536.145722 sec): 33 clusters Score: Raw -99958791.891534 + Penalty 70492.082535 = -99888299.808999 nChanged 1021 Iteration 124Q (7543.068132 sec): 33 clusters Score: Raw -99958853.084425 + Penalty 70492.082535 = -99888361.001889 nChanged 990 Iteration 125Q (7550.075964 sec): 33 clusters Score: Raw -99958910.539929 + Penalty 70492.082535 = -99888418.457393 nChanged 954 Iteration 126Q (7557.196302 sec): 33 clusters Score: Raw -99958968.144561 + Penalty 70492.082535 = -99888476.062026 nChanged 902 Iteration 127Q (7564.237356 sec): 33 clusters Score: Raw -99959022.318563 + Penalty 70492.082535 = -99888530.236027 nChanged 876 Iteration 128Q (7571.456141 sec): 33 clusters Score: Raw -99959075.574822 + Penalty 70492.082535 = -99888583.492286 nChanged 900 Iteration 129Q (7578.656545 sec): 33 clusters Score: Raw -99959128.736705 + Penalty 70492.082535 = -99888636.654170 nChanged 904 Iteration 130Q (7585.656616 sec): 33 clusters Score: Raw -99959181.850583 + Penalty 70492.082535 = -99888689.768048 nChanged 873 Iteration 131Q (7592.869206 sec): 33 clusters Score: Raw -99959235.062779 + Penalty 70492.082535 = -99888742.980244 nChanged 911 Iteration 132Q (7600.076627 sec): 33 clusters Score: Raw -99959290.308083 + Penalty 70492.082535 = -99888798.225548 nChanged 870 Iteration 133Q (7607.157179 sec): 33 clusters Score: Raw -99959337.230369 + Penalty 70492.082535 = -99888845.147833 nChanged 829 Iteration 134Q (7614.281699 sec): 33 clusters Score: Raw -99959386.021980 + Penalty 70492.082535 = -99888893.939445 nChanged 868 Iteration 135Q (7621.399113 sec): 33 clusters Score: Raw -99959434.085228 + Penalty 70492.082535 = -99888942.002693 nChanged 829 Iteration 136Q (7628.235891 sec): 33 clusters Score: Raw -99959478.642374 + Penalty 70492.082535 = -99888986.559839 nChanged 795 Iteration 137Q (7635.195531 sec): 33 clusters Score: Raw -99959524.213817 + Penalty 70492.082535 = -99889032.131282 nChanged 786 Iteration 138Q (7641.925233 sec): 33 clusters Score: Raw -99959567.404299 + Penalty 70492.082535 = -99889075.321763 nChanged 793 Writing temp clu file Because OldScore, -99889032.131282, is greater than current (better) Score,-99889075.321763 Compute initial score before splitting: Score: Raw -99959567.404299 + Penalty 70492.082535 = -99889075.321763 Trying to split cluster 1 (4503 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7642.158563 sec): 2 clusters Score: Raw -599297.236522 + Penalty 1367.031107 = -597930.205414 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7642.216615 sec): 3 clusters Score: Raw -596938.787446 + Penalty 2734.062214 = -594204.725232 nChanged 1805 SP:Iteration 1F (7642.267936 sec): 3 clusters Score: Raw -597982.123547 + Penalty 2734.062214 = -595248.061333 nChanged 386 SP:Iteration 2F (7642.307615 sec): 3 clusters Score: Raw -598213.996703 + Penalty 2734.062214 = -595479.934489 nChanged 263 SP:Iteration 3F (7642.369134 sec): 3 clusters Score: Raw -598353.017477 + Penalty 2734.062214 = -595618.955263 nChanged 180 SP:Iteration 4Q (7642.424473 sec): 3 clusters Score: Raw -598427.152465 + Penalty 2734.062214 = -595693.090251 nChanged 120 SP:Iteration 5Q (7642.458834 sec): 3 clusters Score: Raw -598475.184006 + Penalty 2734.062214 = -595741.121792 nChanged 91 SP:Iteration 6Q (7642.503576 sec): 3 clusters Score: Raw -598513.023611 + Penalty 2734.062214 = -595778.961397 nChanged 95 SP:Iteration 7Q (7642.551591 sec): 3 clusters Score: Raw -598550.211642 + Penalty 2734.062214 = -595816.149428 nChanged 76 SP:Iteration 8Q (7642.612516 sec): 3 clusters Score: Raw -598583.259605 + Penalty 2734.062214 = -595849.197390 nChanged 86 SP:Iteration 9Q (7642.652754 sec): 3 clusters Score: Raw -598623.106921 + Penalty 2734.062214 = -595889.044707 nChanged 76 SP:Iteration 10Q (7642.705542 sec): 3 clusters Score: Raw -598657.261791 + Penalty 2734.062214 = -595923.199576 nChanged 83 SP:Iteration 11Q (7642.748726 sec): 3 clusters Score: Raw -598694.437506 + Penalty 2734.062214 = -595960.375291 nChanged 80 SP:Iteration 12Q (7642.797051 sec): 3 clusters Score: Raw -598728.985021 + Penalty 2734.062214 = -595994.922807 nChanged 73 SP:Iteration 13Q (7642.838453 sec): 3 clusters Score: Raw -598760.383737 + Penalty 2734.062214 = -596026.321523 nChanged 72 SP:Iteration 14Q (7642.901034 sec): 3 clusters Score: Raw -598791.550989 + Penalty 2734.062214 = -596057.488775 nChanged 73 SP:Iteration 15Q (7642.933676 sec): 3 clusters Score: Raw -598820.882471 + Penalty 2734.062214 = -596086.820257 nChanged 65 SP:Iteration 16Q (7642.989881 sec): 3 clusters Score: Raw -598853.289823 + Penalty 2734.062214 = -596119.227609 nChanged 79 SP:Iteration 17Q (7643.007663 sec): 3 clusters Score: Raw -598890.692794 + Penalty 2734.062214 = -596156.630580 nChanged 78 SP:Iteration 18Q (7643.042762 sec): 3 clusters Score: Raw -598925.278918 + Penalty 2734.062214 = -596191.216704 nChanged 67 SP:Iteration 19Q (7643.062878 sec): 3 clusters Score: Raw -598954.619352 + Penalty 2734.062214 = -596220.557138 nChanged 60 SP:Iteration 20F (7643.112787 sec): 3 clusters Score: Raw -598986.007847 + Penalty 2734.062214 = -596251.945633 nChanged 72 SP:Iteration 21Q (7643.158667 sec): 3 clusters Score: Raw -599027.803032 + Penalty 2734.062214 = -596293.740818 nChanged 82 SP:Iteration 22Q (7643.204384 sec): 3 clusters Score: Raw -599078.392087 + Penalty 2734.062214 = -596344.329873 nChanged 90 SP:Iteration 23Q (7643.254805 sec): 3 clusters Score: Raw -599138.354220 + Penalty 2734.062214 = -596404.292006 nChanged 98 SP:Iteration 24Q (7643.296144 sec): 3 clusters Score: Raw -599206.718364 + Penalty 2734.062214 = -596472.656150 nChanged 91 SP:Iteration 25Q (7643.344156 sec): 3 clusters Score: Raw -599276.328453 + Penalty 2734.062214 = -596542.266239 nChanged 88 SP:Iteration 26Q (7643.389870 sec): 3 clusters Score: Raw -599329.448300 + Penalty 2734.062214 = -596595.386086 nChanged 63 SP:Iteration 27Q (7643.439188 sec): 3 clusters Score: Raw -599375.878419 + Penalty 2734.062214 = -596641.816205 nChanged 59 SP:Iteration 28Q (7643.492209 sec): 3 clusters Score: Raw -599417.871302 + Penalty 2734.062214 = -596683.809088 nChanged 58 SP:Iteration 29Q (7643.531396 sec): 3 clusters Score: Raw -599458.983328 + Penalty 2734.062214 = -596724.921114 nChanged 43 SP:Iteration 30Q (7643.569542 sec): 3 clusters Score: Raw -599481.926931 + Penalty 2734.062214 = -596747.864717 nChanged 27 SP:Iteration 31Q (7643.614643 sec): 3 clusters Score: Raw -599499.440275 + Penalty 2734.062214 = -596765.378061 nChanged 29 SP:Iteration 32Q (7643.663398 sec): 3 clusters Score: Raw -599514.979469 + Penalty 2734.062214 = -596780.917255 nChanged 22 SP:Iteration 33Q (7643.725166 sec): 3 clusters Score: Raw -599525.477076 + Penalty 2734.062214 = -596791.414862 nChanged 17 SP:Iteration 34Q (7643.770720 sec): 3 clusters Score: Raw -599535.861787 + Penalty 2734.062214 = -596801.799573 nChanged 10 SP:Iteration 35Q (7643.810820 sec): 3 clusters Score: Raw -599541.058477 + Penalty 2734.062214 = -596806.996263 nChanged 5 SP:Iteration 36Q (7643.867318 sec): 3 clusters Score: Raw -599543.560209 + Penalty 2734.062214 = -596809.497995 nChanged 6 SP:Iteration 37Q (7643.914516 sec): 3 clusters Score: Raw -599545.941404 + Penalty 2734.062214 = -596811.879190 nChanged 4 SP:Iteration 38Q (7643.961341 sec): 3 clusters Score: Raw -599547.016118 + Penalty 2734.062214 = -596812.953904 nChanged 3 SP:Iteration 39Q (7644.013353 sec): 3 clusters Score: Raw -599548.026148 + Penalty 2734.062214 = -596813.963934 nChanged 3 SP:Iteration 40F (7644.057227 sec): 3 clusters Score: Raw -599549.167724 + Penalty 2734.062214 = -596815.105509 nChanged 1 SP:Iteration 41Q (7644.102664 sec): 3 clusters Score: Raw -599549.940843 + Penalty 2734.062214 = -596815.878629 nChanged 2 SP:Iteration 42Q (7644.148743 sec): 3 clusters Score: Raw -599550.562118 + Penalty 2734.062214 = -596816.499904 nChanged 3 SP:Iteration 43Q (7644.207297 sec): 3 clusters Score: Raw -599551.898645 + Penalty 2734.062214 = -596817.836431 nChanged 6 SP:Iteration 44Q (7644.249934 sec): 3 clusters Score: Raw -599554.722685 + Penalty 2734.062214 = -596820.660471 nChanged 2 SP:Iteration 45Q (7644.293806 sec): 3 clusters Score: Raw -599555.415279 + Penalty 2734.062214 = -596821.353065 nChanged 0 SP:Iteration 46F (7644.333710 sec): 3 clusters Score: Raw -599555.415279 + Penalty 2734.062214 = -596821.353065 nChanged 0 Trying to split cluster 2 (6408 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7644.363654 sec): 2 clusters Score: Raw -823446.466954 + Penalty 1424.361654 = -822022.105299 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7644.425903 sec): 3 clusters Score: Raw -819999.568732 + Penalty 2848.723309 = -817150.845423 nChanged 2690 SP:Iteration 1F (7644.471626 sec): 3 clusters Score: Raw -821567.159607 + Penalty 2848.723309 = -818718.436298 nChanged 453 SP:Iteration 2F (7644.529773 sec): 3 clusters Score: Raw -821832.476525 + Penalty 2848.723309 = -818983.753216 nChanged 351 SP:Iteration 3F (7644.572338 sec): 3 clusters Score: Raw -822013.205298 + Penalty 2848.723309 = -819164.481989 nChanged 266 SP:Iteration 4Q (7644.620210 sec): 3 clusters Score: Raw -822142.700777 + Penalty 2848.723309 = -819293.977468 nChanged 230 SP:Iteration 5Q (7644.669998 sec): 3 clusters Score: Raw -822278.800168 + Penalty 2848.723309 = -819430.076859 nChanged 247 SP:Iteration 6Q (7644.720150 sec): 3 clusters Score: Raw -822439.557019 + Penalty 2848.723309 = -819590.833710 nChanged 285 SP:Iteration 7Q (7644.770102 sec): 3 clusters Score: Raw -822621.271066 + Penalty 2848.723309 = -819772.547758 nChanged 267 SP:Iteration 8Q (7644.821624 sec): 3 clusters Score: Raw -822787.601509 + Penalty 2848.723309 = -819938.878200 nChanged 230 SP:Iteration 9Q (7644.882827 sec): 3 clusters Score: Raw -822927.729141 + Penalty 2848.723309 = -820079.005832 nChanged 205 SP:Iteration 10Q (7644.938898 sec): 3 clusters Score: Raw -823044.094085 + Penalty 2848.723309 = -820195.370777 nChanged 156 SP:Iteration 11Q (7644.976012 sec): 3 clusters Score: Raw -823133.893589 + Penalty 2848.723309 = -820285.170280 nChanged 145 SP:Iteration 12Q (7645.023707 sec): 3 clusters Score: Raw -823218.343374 + Penalty 2848.723309 = -820369.620065 nChanged 126 SP:Iteration 13Q (7645.081666 sec): 3 clusters Score: Raw -823286.594203 + Penalty 2848.723309 = -820437.870894 nChanged 92 SP:Iteration 14Q (7645.136492 sec): 3 clusters Score: Raw -823334.985623 + Penalty 2848.723309 = -820486.262314 nChanged 85 SP:Iteration 15Q (7645.184016 sec): 3 clusters Score: Raw -823380.692782 + Penalty 2848.723309 = -820531.969473 nChanged 84 SP:Iteration 16Q (7645.238967 sec): 3 clusters Score: Raw -823428.759952 + Penalty 2848.723309 = -820580.036643 nChanged 65 SP:Iteration 17Q (7645.285881 sec): 3 clusters Score: Raw -823460.918001 + Penalty 2848.723309 = -820612.194692 nChanged 48 SP:Iteration 18Q (7645.348859 sec): 3 clusters Score: Raw -823483.733861 + Penalty 2848.723309 = -820635.010552 nChanged 40 SP:Iteration 19Q (7645.390719 sec): 3 clusters Score: Raw -823500.303715 + Penalty 2848.723309 = -820651.580406 nChanged 35 SP:Iteration 20F (7645.441867 sec): 3 clusters Score: Raw -823514.340641 + Penalty 2848.723309 = -820665.617332 nChanged 36 SP:Iteration 21Q (7645.487453 sec): 3 clusters Score: Raw -823531.821304 + Penalty 2848.723309 = -820683.097995 nChanged 32 SP:Iteration 22Q (7645.532681 sec): 3 clusters Score: Raw -823544.476257 + Penalty 2848.723309 = -820695.752948 nChanged 28 SP:Iteration 23Q (7645.581053 sec): 3 clusters Score: Raw -823552.793549 + Penalty 2848.723309 = -820704.070240 nChanged 18 SP:Iteration 24Q (7645.630256 sec): 3 clusters Score: Raw -823559.440648 + Penalty 2848.723309 = -820710.717339 nChanged 21 SP:Iteration 25Q (7645.688568 sec): 3 clusters Score: Raw -823567.621652 + Penalty 2848.723309 = -820718.898343 nChanged 23 SP:Iteration 26Q (7645.737471 sec): 3 clusters Score: Raw -823575.743605 + Penalty 2848.723309 = -820727.020296 nChanged 20 SP:Iteration 27Q (7645.784144 sec): 3 clusters Score: Raw -823582.632612 + Penalty 2848.723309 = -820733.909303 nChanged 18 SP:Iteration 28Q (7645.844282 sec): 3 clusters Score: Raw -823589.980464 + Penalty 2848.723309 = -820741.257155 nChanged 20 SP:Iteration 29Q (7645.884405 sec): 3 clusters Score: Raw -823595.888215 + Penalty 2848.723309 = -820747.164906 nChanged 13 SP:Iteration 30Q (7645.937209 sec): 3 clusters Score: Raw -823600.116311 + Penalty 2848.723309 = -820751.393002 nChanged 10 SP:Iteration 31Q (7645.986115 sec): 3 clusters Score: Raw -823603.735476 + Penalty 2848.723309 = -820755.012167 nChanged 9 SP:Iteration 32Q (7646.037780 sec): 3 clusters Score: Raw -823606.736659 + Penalty 2848.723309 = -820758.013350 nChanged 10 SP:Iteration 33Q (7646.089676 sec): 3 clusters Score: Raw -823610.022489 + Penalty 2848.723309 = -820761.299180 nChanged 6 SP:Iteration 34Q (7646.145476 sec): 3 clusters Score: Raw -823612.419909 + Penalty 2848.723309 = -820763.696600 nChanged 7 SP:Iteration 35Q (7646.197079 sec): 3 clusters Score: Raw -823615.178603 + Penalty 2848.723309 = -820766.455294 nChanged 9 SP:Iteration 36Q (7646.241162 sec): 3 clusters Score: Raw -823618.527698 + Penalty 2848.723309 = -820769.804389 nChanged 12 SP:Iteration 37Q (7646.288229 sec): 3 clusters Score: Raw -823624.151901 + Penalty 2848.723309 = -820775.428592 nChanged 11 SP:Iteration 38Q (7646.339808 sec): 3 clusters Score: Raw -823628.417468 + Penalty 2848.723309 = -820779.694159 nChanged 11 SP:Iteration 39Q (7646.384222 sec): 3 clusters Score: Raw -823632.563325 + Penalty 2848.723309 = -820783.840016 nChanged 7 SP:Iteration 40F (7646.427231 sec): 3 clusters Score: Raw -823636.229505 + Penalty 2848.723309 = -820787.506196 nChanged 11 SP:Iteration 41Q (7646.481762 sec): 3 clusters Score: Raw -823642.341911 + Penalty 2848.723309 = -820793.618602 nChanged 14 SP:Iteration 42Q (7646.530983 sec): 3 clusters Score: Raw -823649.459658 + Penalty 2848.723309 = -820800.736349 nChanged 13 SP:Iteration 43Q (7646.578162 sec): 3 clusters Score: Raw -823655.043230 + Penalty 2848.723309 = -820806.319921 nChanged 15 SP:Iteration 44Q (7646.646050 sec): 3 clusters Score: Raw -823663.167725 + Penalty 2848.723309 = -820814.444416 nChanged 17 SP:Iteration 45Q (7646.690152 sec): 3 clusters Score: Raw -823671.858191 + Penalty 2848.723309 = -820823.134882 nChanged 14 SP:Iteration 46Q (7646.738151 sec): 3 clusters Score: Raw -823678.287796 + Penalty 2848.723309 = -820829.564487 nChanged 11 SP:Iteration 47Q (7646.795433 sec): 3 clusters Score: Raw -823682.965662 + Penalty 2848.723309 = -820834.242353 nChanged 9 SP:Iteration 48Q (7646.852382 sec): 3 clusters Score: Raw -823686.196595 + Penalty 2848.723309 = -820837.473286 nChanged 8 SP:Iteration 49Q (7646.903278 sec): 3 clusters Score: Raw -823688.560657 + Penalty 2848.723309 = -820839.837348 nChanged 7 SP:Iteration 50Q (7646.948238 sec): 3 clusters Score: Raw -823690.912448 + Penalty 2848.723309 = -820842.189140 nChanged 10 SP:Iteration 51Q (7647.010996 sec): 3 clusters Score: Raw -823694.203949 + Penalty 2848.723309 = -820845.480640 nChanged 8 SP:Iteration 52Q (7647.052940 sec): 3 clusters Score: Raw -823697.695712 + Penalty 2848.723309 = -820848.972403 nChanged 6 SP:Iteration 53Q (7647.119977 sec): 3 clusters Score: Raw -823699.744890 + Penalty 2848.723309 = -820851.021581 nChanged 5 SP:Iteration 54Q (7647.166092 sec): 3 clusters Score: Raw -823701.739450 + Penalty 2848.723309 = -820853.016141 nChanged 4 SP:Iteration 55Q (7647.208674 sec): 3 clusters Score: Raw -823703.038429 + Penalty 2848.723309 = -820854.315120 nChanged 2 SP:Iteration 56Q (7647.248418 sec): 3 clusters Score: Raw -823703.893924 + Penalty 2848.723309 = -820855.170615 nChanged 3 SP:Iteration 57Q (7647.305055 sec): 3 clusters Score: Raw -823704.931368 + Penalty 2848.723309 = -820856.208060 nChanged 1 SP:Iteration 58Q (7647.358481 sec): 3 clusters Score: Raw -823705.118379 + Penalty 2848.723309 = -820856.395070 nChanged 1 SP:Iteration 59Q (7647.404736 sec): 3 clusters Score: Raw -823705.262521 + Penalty 2848.723309 = -820856.539213 nChanged 0 SP:Iteration 60F (7647.451886 sec): 3 clusters Score: Raw -823705.262521 + Penalty 2848.723309 = -820856.539213 nChanged 0 Trying to split cluster 3 (11133 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7647.492181 sec): 2 clusters Score: Raw -1509245.404468 + Penalty 1514.121204 = -1507731.283263 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7647.546449 sec): 3 clusters Score: Raw -1502836.735785 + Penalty 3028.242409 = -1499808.493376 nChanged 4909 SP:Iteration 1F (7647.604772 sec): 3 clusters Score: Raw -1505524.845811 + Penalty 3028.242409 = -1502496.603402 nChanged 669 SP:Iteration 2F (7647.662330 sec): 3 clusters Score: Raw -1505794.201668 + Penalty 3028.242409 = -1502765.959259 nChanged 525 SP:Iteration 3Q (7647.721539 sec): 3 clusters Score: Raw -1506006.481123 + Penalty 3028.242409 = -1502978.238714 nChanged 461 SP:Iteration 4Q (7647.779934 sec): 3 clusters Score: Raw -1506189.642877 + Penalty 3028.242409 = -1503161.400468 nChanged 423 SP:Iteration 5Q (7647.840824 sec): 3 clusters Score: Raw -1506383.171442 + Penalty 3028.242409 = -1503354.929033 nChanged 421 SP:Iteration 6Q (7647.915033 sec): 3 clusters Score: Raw -1506611.937933 + Penalty 3028.242409 = -1503583.695524 nChanged 436 SP:Iteration 7Q (7647.973339 sec): 3 clusters Score: Raw -1506848.494788 + Penalty 3028.242409 = -1503820.252379 nChanged 439 SP:Iteration 8Q (7648.042128 sec): 3 clusters Score: Raw -1507092.043783 + Penalty 3028.242409 = -1504063.801374 nChanged 451 SP:Iteration 9Q (7648.099315 sec): 3 clusters Score: Raw -1507352.354227 + Penalty 3028.242409 = -1504324.111818 nChanged 449 SP:Iteration 10Q (7648.166097 sec): 3 clusters Score: Raw -1507633.202837 + Penalty 3028.242409 = -1504604.960428 nChanged 405 SP:Iteration 11Q (7648.229307 sec): 3 clusters Score: Raw -1507868.215819 + Penalty 3028.242409 = -1504839.973411 nChanged 373 SP:Iteration 12Q (7648.279256 sec): 3 clusters Score: Raw -1508044.150238 + Penalty 3028.242409 = -1505015.907829 nChanged 316 SP:Iteration 13Q (7648.330898 sec): 3 clusters Score: Raw -1508199.258568 + Penalty 3028.242409 = -1505171.016159 nChanged 292 SP:Iteration 14Q (7648.389310 sec): 3 clusters Score: Raw -1508341.556806 + Penalty 3028.242409 = -1505313.314397 nChanged 255 SP:Iteration 15Q (7648.454543 sec): 3 clusters Score: Raw -1508474.512724 + Penalty 3028.242409 = -1505446.270316 nChanged 253 SP:Iteration 16Q (7648.521727 sec): 3 clusters Score: Raw -1508598.974557 + Penalty 3028.242409 = -1505570.732149 nChanged 215 SP:Iteration 17Q (7648.576881 sec): 3 clusters Score: Raw -1508720.965942 + Penalty 3028.242409 = -1505692.723534 nChanged 185 SP:Iteration 18Q (7648.640997 sec): 3 clusters Score: Raw -1508813.694401 + Penalty 3028.242409 = -1505785.451993 nChanged 170 SP:Iteration 19Q (7648.706045 sec): 3 clusters Score: Raw -1508898.262025 + Penalty 3028.242409 = -1505870.019616 nChanged 176 SP:Iteration 20F (7648.748017 sec): 3 clusters Score: Raw -1508983.543864 + Penalty 3028.242409 = -1505955.301456 nChanged 156 SP:Iteration 21Q (7648.813259 sec): 3 clusters Score: Raw -1509039.836322 + Penalty 3028.242409 = -1506011.593913 nChanged 131 SP:Iteration 22Q (7648.876598 sec): 3 clusters Score: Raw -1509091.919423 + Penalty 3028.242409 = -1506063.677014 nChanged 123 SP:Iteration 23Q (7648.940640 sec): 3 clusters Score: Raw -1509140.296628 + Penalty 3028.242409 = -1506112.054220 nChanged 110 SP:Iteration 24Q (7648.984768 sec): 3 clusters Score: Raw -1509181.462516 + Penalty 3028.242409 = -1506153.220107 nChanged 114 SP:Iteration 25Q (7649.034818 sec): 3 clusters Score: Raw -1509222.999888 + Penalty 3028.242409 = -1506194.757479 nChanged 96 SP:Iteration 26Q (7649.092569 sec): 3 clusters Score: Raw -1509258.980550 + Penalty 3028.242409 = -1506230.738141 nChanged 96 SP:Iteration 27Q (7649.158285 sec): 3 clusters Score: Raw -1509294.307449 + Penalty 3028.242409 = -1506266.065040 nChanged 81 SP:Iteration 28Q (7649.214586 sec): 3 clusters Score: Raw -1509319.187628 + Penalty 3028.242409 = -1506290.945219 nChanged 59 SP:Iteration 29Q (7649.273206 sec): 3 clusters Score: Raw -1509336.767504 + Penalty 3028.242409 = -1506308.525096 nChanged 50 SP:Iteration 30Q (7649.329312 sec): 3 clusters Score: Raw -1509352.129684 + Penalty 3028.242409 = -1506323.887275 nChanged 36 SP:Iteration 31Q (7649.381552 sec): 3 clusters Score: Raw -1509361.391680 + Penalty 3028.242409 = -1506333.149272 nChanged 27 SP:Iteration 32Q (7649.443339 sec): 3 clusters Score: Raw -1509368.166521 + Penalty 3028.242409 = -1506339.924113 nChanged 29 SP:Iteration 33Q (7649.502344 sec): 3 clusters Score: Raw -1509376.528837 + Penalty 3028.242409 = -1506348.286428 nChanged 25 SP:Iteration 34Q (7649.567624 sec): 3 clusters Score: Raw -1509383.578660 + Penalty 3028.242409 = -1506355.336251 nChanged 29 SP:Iteration 35Q (7649.628570 sec): 3 clusters Score: Raw -1509391.937804 + Penalty 3028.242409 = -1506363.695396 nChanged 30 SP:Iteration 36Q (7649.688435 sec): 3 clusters Score: Raw -1509401.797730 + Penalty 3028.242409 = -1506373.555321 nChanged 25 SP:Iteration 37Q (7649.744516 sec): 3 clusters Score: Raw -1509409.345724 + Penalty 3028.242409 = -1506381.103315 nChanged 20 SP:Iteration 38Q (7649.793799 sec): 3 clusters Score: Raw -1509414.950923 + Penalty 3028.242409 = -1506386.708514 nChanged 22 SP:Iteration 39Q (7649.857554 sec): 3 clusters Score: Raw -1509420.495355 + Penalty 3028.242409 = -1506392.252946 nChanged 32 SP:Iteration 40F (7649.917205 sec): 3 clusters Score: Raw -1509428.669216 + Penalty 3028.242409 = -1506400.426808 nChanged 23 SP:Iteration 41Q (7649.980371 sec): 3 clusters Score: Raw -1509434.318357 + Penalty 3028.242409 = -1506406.075948 nChanged 14 SP:Iteration 42Q (7650.045280 sec): 3 clusters Score: Raw -1509438.185282 + Penalty 3028.242409 = -1506409.942873 nChanged 11 SP:Iteration 43Q (7650.100833 sec): 3 clusters Score: Raw -1509440.996418 + Penalty 3028.242409 = -1506412.754010 nChanged 8 SP:Iteration 44Q (7650.166240 sec): 3 clusters Score: Raw -1509443.306885 + Penalty 3028.242409 = -1506415.064477 nChanged 14 SP:Iteration 45Q (7650.230454 sec): 3 clusters Score: Raw -1509447.342189 + Penalty 3028.242409 = -1506419.099780 nChanged 13 SP:Iteration 46Q (7650.278156 sec): 3 clusters Score: Raw -1509449.815502 + Penalty 3028.242409 = -1506421.573093 nChanged 6 SP:Iteration 47Q (7650.341859 sec): 3 clusters Score: Raw -1509451.199658 + Penalty 3028.242409 = -1506422.957249 nChanged 5 SP:Iteration 48Q (7650.408795 sec): 3 clusters Score: Raw -1509452.697773 + Penalty 3028.242409 = -1506424.455364 nChanged 7 SP:Iteration 49Q (7650.458298 sec): 3 clusters Score: Raw -1509454.531467 + Penalty 3028.242409 = -1506426.289058 nChanged 11 SP:Iteration 50Q (7650.516750 sec): 3 clusters Score: Raw -1509457.148325 + Penalty 3028.242409 = -1506428.905917 nChanged 10 SP:Iteration 51Q (7650.574222 sec): 3 clusters Score: Raw -1509459.862852 + Penalty 3028.242409 = -1506431.620444 nChanged 10 SP:Iteration 52Q (7650.631746 sec): 3 clusters Score: Raw -1509462.436453 + Penalty 3028.242409 = -1506434.194044 nChanged 12 SP:Iteration 53Q (7650.696145 sec): 3 clusters Score: Raw -1509465.662935 + Penalty 3028.242409 = -1506437.420527 nChanged 12 SP:Iteration 54Q (7650.760889 sec): 3 clusters Score: Raw -1509468.605098 + Penalty 3028.242409 = -1506440.362689 nChanged 13 SP:Iteration 55Q (7650.821543 sec): 3 clusters Score: Raw -1509472.789832 + Penalty 3028.242409 = -1506444.547423 nChanged 15 SP:Iteration 56Q (7650.898287 sec): 3 clusters Score: Raw -1509476.585468 + Penalty 3028.242409 = -1506448.343059 nChanged 11 SP:Iteration 57Q (7650.948641 sec): 3 clusters Score: Raw -1509479.956526 + Penalty 3028.242409 = -1506451.714117 nChanged 18 SP:Iteration 58Q (7651.010904 sec): 3 clusters Score: Raw -1509484.595112 + Penalty 3028.242409 = -1506456.352703 nChanged 20 SP:Iteration 59Q (7651.076161 sec): 3 clusters Score: Raw -1509490.406890 + Penalty 3028.242409 = -1506462.164481 nChanged 15 SP:Iteration 60F (7651.142473 sec): 3 clusters Score: Raw -1509494.075359 + Penalty 3028.242409 = -1506465.832951 nChanged 13 SP:Iteration 61Q (7651.197860 sec): 3 clusters Score: Raw -1509497.960299 + Penalty 3028.242409 = -1506469.717891 nChanged 9 SP:Iteration 62Q (7651.262374 sec): 3 clusters Score: Raw -1509500.213005 + Penalty 3028.242409 = -1506471.970597 nChanged 8 SP:Iteration 63Q (7651.335549 sec): 3 clusters Score: Raw -1509501.945845 + Penalty 3028.242409 = -1506473.703437 nChanged 5 SP:Iteration 64Q (7651.374000 sec): 3 clusters Score: Raw -1509503.415630 + Penalty 3028.242409 = -1506475.173221 nChanged 8 SP:Iteration 65Q (7651.433019 sec): 3 clusters Score: Raw -1509505.650881 + Penalty 3028.242409 = -1506477.408473 nChanged 16 SP:Iteration 66Q (7651.497401 sec): 3 clusters Score: Raw -1509510.219997 + Penalty 3028.242409 = -1506481.977589 nChanged 16 SP:Iteration 67Q (7651.537860 sec): 3 clusters Score: Raw -1509514.757096 + Penalty 3028.242409 = -1506486.514687 nChanged 14 SP:Iteration 68Q (7651.593983 sec): 3 clusters Score: Raw -1509518.812144 + Penalty 3028.242409 = -1506490.569735 nChanged 11 SP:Iteration 69Q (7651.660112 sec): 3 clusters Score: Raw -1509521.027838 + Penalty 3028.242409 = -1506492.785429 nChanged 12 SP:Iteration 70Q (7651.717441 sec): 3 clusters Score: Raw -1509524.085501 + Penalty 3028.242409 = -1506495.843092 nChanged 16 SP:Iteration 71Q (7651.779754 sec): 3 clusters Score: Raw -1509528.260713 + Penalty 3028.242409 = -1506500.018304 nChanged 11 SP:Iteration 72Q (7651.827259 sec): 3 clusters Score: Raw -1509531.476932 + Penalty 3028.242409 = -1506503.234523 nChanged 13 SP:Iteration 73Q (7651.885357 sec): 3 clusters Score: Raw -1509534.373617 + Penalty 3028.242409 = -1506506.131208 nChanged 5 SP:Iteration 74Q (7651.937436 sec): 3 clusters Score: Raw -1509535.463615 + Penalty 3028.242409 = -1506507.221207 nChanged 7 SP:Iteration 75Q (7652.002606 sec): 3 clusters Score: Raw -1509537.631259 + Penalty 3028.242409 = -1506509.388850 nChanged 8 SP:Iteration 76Q (7652.065616 sec): 3 clusters Score: Raw -1509540.398306 + Penalty 3028.242409 = -1506512.155897 nChanged 12 SP:Iteration 77Q (7652.135207 sec): 3 clusters Score: Raw -1509543.461779 + Penalty 3028.242409 = -1506515.219370 nChanged 11 SP:Iteration 78Q (7652.188707 sec): 3 clusters Score: Raw -1509546.887982 + Penalty 3028.242409 = -1506518.645573 nChanged 9 SP:Iteration 79Q (7652.221702 sec): 3 clusters Score: Raw -1509549.518235 + Penalty 3028.242409 = -1506521.275826 nChanged 12 SP:Iteration 80F (7652.283315 sec): 3 clusters Score: Raw -1509552.926362 + Penalty 3028.242409 = -1506524.683953 nChanged 12 SP:Iteration 81Q (7652.339226 sec): 3 clusters Score: Raw -1509555.268996 + Penalty 3028.242409 = -1506527.026587 nChanged 11 SP:Iteration 82Q (7652.395345 sec): 3 clusters Score: Raw -1509557.440722 + Penalty 3028.242409 = -1506529.198313 nChanged 4 SP:Iteration 83Q (7652.452184 sec): 3 clusters Score: Raw -1509558.282518 + Penalty 3028.242409 = -1506530.040109 nChanged 5 SP:Iteration 84Q (7652.511761 sec): 3 clusters Score: Raw -1509559.751264 + Penalty 3028.242409 = -1506531.508855 nChanged 6 SP:Iteration 85Q (7652.572725 sec): 3 clusters Score: Raw -1509561.085470 + Penalty 3028.242409 = -1506532.843061 nChanged 4 SP:Iteration 86Q (7652.633792 sec): 3 clusters Score: Raw -1509561.736013 + Penalty 3028.242409 = -1506533.493605 nChanged 0 SP:Iteration 87F (7652.704311 sec): 3 clusters Score: Raw -1509561.736013 + Penalty 3028.242409 = -1506533.493605 nChanged 0 Trying to split cluster 4 (254300 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7653.015453 sec): 2 clusters Score: Raw -34008641.318597 + Penalty 2022.518867 = -34006618.799730 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7653.459081 sec): 3 clusters Score: Raw -33839517.483812 + Penalty 4045.037734 = -33835472.446078 nChanged 123749 SP:Iteration 1F (7653.891707 sec): 3 clusters Score: Raw -33914306.197745 + Penalty 4045.037734 = -33910261.160011 nChanged 8003 SP:Iteration 2Q (7654.329346 sec): 3 clusters Score: Raw -33916288.565628 + Penalty 4045.037734 = -33912243.527894 nChanged 8919 SP:Iteration 3Q (7654.789407 sec): 3 clusters Score: Raw -33919015.643155 + Penalty 4045.037734 = -33914970.605421 nChanged 10555 SP:Iteration 4Q (7655.253642 sec): 3 clusters Score: Raw -33923128.494962 + Penalty 4045.037734 = -33919083.457228 nChanged 12462 SP:Iteration 5Q (7655.716140 sec): 3 clusters Score: Raw -33929345.966642 + Penalty 4045.037734 = -33925300.928908 nChanged 14772 SP:Iteration 6F (7656.139446 sec): 3 clusters Score: Raw -33938726.543407 + Penalty 4045.037734 = -33934681.505673 nChanged 16520 SP:Iteration 7F (7656.599624 sec): 3 clusters Score: Raw -33951323.602773 + Penalty 4045.037734 = -33947278.565039 nChanged 16106 SP:Iteration 8F (7657.035826 sec): 3 clusters Score: Raw -33964287.603270 + Penalty 4045.037734 = -33960242.565536 nChanged 13650 SP:Iteration 9F (7657.468192 sec): 3 clusters Score: Raw -33973554.729619 + Penalty 4045.037734 = -33969509.691885 nChanged 9530 SP:Iteration 10Q (7657.928611 sec): 3 clusters Score: Raw -33978107.624253 + Penalty 4045.037734 = -33974062.586519 nChanged 6162 SP:Iteration 11Q (7658.360684 sec): 3 clusters Score: Raw -33980482.181097 + Penalty 4045.037734 = -33976437.143362 nChanged 4643 SP:Iteration 12Q (7658.776142 sec): 3 clusters Score: Raw -33982304.089118 + Penalty 4045.037734 = -33978259.051383 nChanged 4257 SP:Iteration 13Q (7659.193823 sec): 3 clusters Score: Raw -33984030.877842 + Penalty 4045.037734 = -33979985.840108 nChanged 4108 SP:Iteration 14Q (7659.600344 sec): 3 clusters Score: Raw -33985714.179184 + Penalty 4045.037734 = -33981669.141450 nChanged 3967 SP:Iteration 15Q (7660.013327 sec): 3 clusters Score: Raw -33987370.724455 + Penalty 4045.037734 = -33983325.686721 nChanged 3756 SP:Iteration 16Q (7660.458679 sec): 3 clusters Score: Raw -33988968.147875 + Penalty 4045.037734 = -33984923.110141 nChanged 3624 SP:Iteration 17Q (7660.849908 sec): 3 clusters Score: Raw -33990540.497756 + Penalty 4045.037734 = -33986495.460022 nChanged 3426 SP:Iteration 18Q (7661.283345 sec): 3 clusters Score: Raw -33991989.186954 + Penalty 4045.037734 = -33987944.149220 nChanged 3164 SP:Iteration 19Q (7661.691322 sec): 3 clusters Score: Raw -33993379.783846 + Penalty 4045.037734 = -33989334.746112 nChanged 3044 SP:Iteration 20F (7662.150886 sec): 3 clusters Score: Raw -33994756.554286 + Penalty 4045.037734 = -33990711.516552 nChanged 2841 SP:Iteration 21Q (7662.542297 sec): 3 clusters Score: Raw -33996017.498936 + Penalty 4045.037734 = -33991972.461202 nChanged 2676 SP:Iteration 22Q (7662.918607 sec): 3 clusters Score: Raw -33997190.764334 + Penalty 4045.037734 = -33993145.726600 nChanged 2504 SP:Iteration 23Q (7663.314755 sec): 3 clusters Score: Raw -33998285.416253 + Penalty 4045.037734 = -33994240.378519 nChanged 2276 SP:Iteration 24Q (7663.722294 sec): 3 clusters Score: Raw -33999251.351839 + Penalty 4045.037734 = -33995206.314105 nChanged 2136 SP:Iteration 25Q (7664.116650 sec): 3 clusters Score: Raw -34000159.964787 + Penalty 4045.037734 = -33996114.927052 nChanged 2081 SP:Iteration 26Q (7664.475392 sec): 3 clusters Score: Raw -34001048.644124 + Penalty 4045.037734 = -33997003.606390 nChanged 1878 SP:Iteration 27Q (7664.863070 sec): 3 clusters Score: Raw -34001857.866048 + Penalty 4045.037734 = -33997812.828314 nChanged 1828 SP:Iteration 28Q (7665.242027 sec): 3 clusters Score: Raw -34002694.510360 + Penalty 4045.037734 = -33998649.472626 nChanged 1760 SP:Iteration 29Q (7665.628925 sec): 3 clusters Score: Raw -34003496.052807 + Penalty 4045.037734 = -33999451.015072 nChanged 1598 SP:Iteration 30Q (7666.026259 sec): 3 clusters Score: Raw -34004242.993219 + Penalty 4045.037734 = -34000197.955485 nChanged 1520 SP:Iteration 31Q (7666.361263 sec): 3 clusters Score: Raw -34004969.043451 + Penalty 4045.037734 = -34000924.005716 nChanged 1387 SP:Iteration 32Q (7666.707306 sec): 3 clusters Score: Raw -34005674.224294 + Penalty 4045.037734 = -34001629.186560 nChanged 1263 SP:Iteration 33Q (7667.081080 sec): 3 clusters Score: Raw -34006317.490274 + Penalty 4045.037734 = -34002272.452540 nChanged 1088 SP:Iteration 34Q (7667.471559 sec): 3 clusters Score: Raw -34006860.895151 + Penalty 4045.037734 = -34002815.857417 nChanged 903 SP:Iteration 35Q (7667.860240 sec): 3 clusters Score: Raw -34007307.822185 + Penalty 4045.037734 = -34003262.784451 nChanged 754 SP:Iteration 36Q (7668.236696 sec): 3 clusters Score: Raw -34007698.288536 + Penalty 4045.037734 = -34003653.250802 nChanged 598 SP:Iteration 37Q (7668.595674 sec): 3 clusters Score: Raw -34008026.951912 + Penalty 4045.037734 = -34003981.914177 nChanged 465 SP:Iteration 38Q (7668.962920 sec): 3 clusters Score: Raw -34008289.846778 + Penalty 4045.037734 = -34004244.809044 nChanged 335 SP:Iteration 39Q (7669.302982 sec): 3 clusters Score: Raw -34008468.382960 + Penalty 4045.037734 = -34004423.345226 nChanged 257 SP:Iteration 40F (7669.758775 sec): 3 clusters Score: Raw -34008601.686513 + Penalty 4045.037734 = -34004556.648779 nChanged 189 SP:Iteration 41Q (7670.137745 sec): 3 clusters Score: Raw -34008699.714006 + Penalty 4045.037734 = -34004654.676272 nChanged 123 SP:Iteration 42Q (7670.477363 sec): 3 clusters Score: Raw -34008754.031497 + Penalty 4045.037734 = -34004708.993763 nChanged 88 SP:Iteration 43Q (7670.803619 sec): 3 clusters Score: Raw -34008801.795163 + Penalty 4045.037734 = -34004756.757429 nChanged 83 SP:Iteration 44Q (7671.171360 sec): 3 clusters Score: Raw -34008844.847613 + Penalty 4045.037734 = -34004799.809879 nChanged 58 SP:Iteration 45Q (7671.555207 sec): 3 clusters Score: Raw -34008879.505795 + Penalty 4045.037734 = -34004834.468061 nChanged 56 SP:Iteration 46Q (7671.892161 sec): 3 clusters Score: Raw -34008903.917654 + Penalty 4045.037734 = -34004858.879920 nChanged 31 SP:Iteration 47Q (7672.233874 sec): 3 clusters Score: Raw -34008915.846626 + Penalty 4045.037734 = -34004870.808892 nChanged 25 SP:Iteration 48Q (7672.592847 sec): 3 clusters Score: Raw -34008926.141096 + Penalty 4045.037734 = -34004881.103362 nChanged 23 SP:Iteration 49Q (7672.972511 sec): 3 clusters Score: Raw -34008937.244290 + Penalty 4045.037734 = -34004892.206555 nChanged 26 SP:Iteration 50Q (7673.350633 sec): 3 clusters Score: Raw -34008951.288529 + Penalty 4045.037734 = -34004906.250794 nChanged 19 SP:Iteration 51Q (7673.707154 sec): 3 clusters Score: Raw -34008961.105115 + Penalty 4045.037734 = -34004916.067381 nChanged 12 SP:Iteration 52Q (7674.045818 sec): 3 clusters Score: Raw -34008965.561588 + Penalty 4045.037734 = -34004920.523854 nChanged 6 SP:Iteration 53Q (7674.391789 sec): 3 clusters Score: Raw -34008967.973548 + Penalty 4045.037734 = -34004922.935814 nChanged 8 SP:Iteration 54Q (7674.706218 sec): 3 clusters Score: Raw -34008971.147268 + Penalty 4045.037734 = -34004926.109533 nChanged 6 SP:Iteration 55Q (7675.069891 sec): 3 clusters Score: Raw -34008974.503504 + Penalty 4045.037734 = -34004929.465770 nChanged 8 SP:Iteration 56Q (7675.436560 sec): 3 clusters Score: Raw -34008980.506437 + Penalty 4045.037734 = -34004935.468703 nChanged 11 SP:Iteration 57Q (7675.780048 sec): 3 clusters Score: Raw -34008986.125207 + Penalty 4045.037734 = -34004941.087473 nChanged 5 SP:Iteration 58Q (7676.150588 sec): 3 clusters Score: Raw -34008989.489153 + Penalty 4045.037734 = -34004944.451419 nChanged 8 SP:Iteration 59Q (7676.510955 sec): 3 clusters Score: Raw -34008993.998722 + Penalty 4045.037734 = -34004948.960988 nChanged 8 SP:Iteration 60F (7676.934851 sec): 3 clusters Score: Raw -34008997.976361 + Penalty 4045.037734 = -34004952.938627 nChanged 8 SP:Iteration 61Q (7677.245857 sec): 3 clusters Score: Raw -34009002.160858 + Penalty 4045.037734 = -34004957.123124 nChanged 7 SP:Iteration 62Q (7677.610394 sec): 3 clusters Score: Raw -34009006.203588 + Penalty 4045.037734 = -34004961.165854 nChanged 4 SP:Iteration 63Q (7677.986170 sec): 3 clusters Score: Raw -34009007.863375 + Penalty 4045.037734 = -34004962.825641 nChanged 7 SP:Iteration 64Q (7678.348124 sec): 3 clusters Score: Raw -34009011.037992 + Penalty 4045.037734 = -34004966.000258 nChanged 2 SP:Iteration 65Q (7678.678756 sec): 3 clusters Score: Raw -34009011.568470 + Penalty 4045.037734 = -34004966.530736 nChanged 1 SP:Iteration 66Q (7679.050712 sec): 3 clusters Score: Raw -34009011.887097 + Penalty 4045.037734 = -34004966.849363 nChanged 0 SP:Iteration 67F (7679.505220 sec): 3 clusters Score: Raw -34009011.887097 + Penalty 4045.037734 = -34004966.849363 nChanged 0 Trying to split cluster 5 (44345 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7679.603606 sec): 2 clusters Score: Raw -5906602.299543 + Penalty 1738.710227 = -5904863.589317 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7679.718223 sec): 3 clusters Score: Raw -5878551.550066 + Penalty 3477.420454 = -5875074.129612 nChanged 20889 SP:Iteration 1F (7679.840808 sec): 3 clusters Score: Raw -5890533.022247 + Penalty 3477.420454 = -5887055.601793 nChanged 2119 SP:Iteration 2Q (7679.967255 sec): 3 clusters Score: Raw -5891460.714196 + Penalty 3477.420454 = -5887983.293743 nChanged 2443 SP:Iteration 3F (7680.077274 sec): 3 clusters Score: Raw -5892872.864989 + Penalty 3477.420454 = -5889395.444535 nChanged 2868 SP:Iteration 4F (7680.191179 sec): 3 clusters Score: Raw -5894799.908761 + Penalty 3477.420454 = -5891322.488308 nChanged 3057 SP:Iteration 5F (7680.283452 sec): 3 clusters Score: Raw -5897030.264927 + Penalty 3477.420454 = -5893552.844473 nChanged 3074 SP:Iteration 6F (7680.396487 sec): 3 clusters Score: Raw -5899227.635195 + Penalty 3477.420454 = -5895750.214742 nChanged 2661 SP:Iteration 7F (7680.513194 sec): 3 clusters Score: Raw -5901005.072571 + Penalty 3477.420454 = -5897527.652117 nChanged 2113 SP:Iteration 8Q (7680.633905 sec): 3 clusters Score: Raw -5902227.324865 + Penalty 3477.420454 = -5898749.904411 nChanged 1475 SP:Iteration 9Q (7680.762811 sec): 3 clusters Score: Raw -5902883.119135 + Penalty 3477.420454 = -5899405.698681 nChanged 1050 SP:Iteration 10Q (7680.888990 sec): 3 clusters Score: Raw -5903228.535897 + Penalty 3477.420454 = -5899751.115443 nChanged 780 SP:Iteration 11Q (7681.009487 sec): 3 clusters Score: Raw -5903446.341608 + Penalty 3477.420454 = -5899968.921154 nChanged 622 SP:Iteration 12Q (7681.129241 sec): 3 clusters Score: Raw -5903591.978685 + Penalty 3477.420454 = -5900114.558231 nChanged 474 SP:Iteration 13Q (7681.247580 sec): 3 clusters Score: Raw -5903688.879277 + Penalty 3477.420454 = -5900211.458823 nChanged 427 SP:Iteration 14Q (7681.382741 sec): 3 clusters Score: Raw -5903764.870085 + Penalty 3477.420454 = -5900287.449632 nChanged 367 SP:Iteration 15Q (7681.502062 sec): 3 clusters Score: Raw -5903821.137906 + Penalty 3477.420454 = -5900343.717453 nChanged 303 SP:Iteration 16Q (7681.612165 sec): 3 clusters Score: Raw -5903864.275903 + Penalty 3477.420454 = -5900386.855450 nChanged 244 SP:Iteration 17Q (7681.727600 sec): 3 clusters Score: Raw -5903895.536219 + Penalty 3477.420454 = -5900418.115765 nChanged 223 SP:Iteration 18Q (7681.843108 sec): 3 clusters Score: Raw -5903922.480449 + Penalty 3477.420454 = -5900445.059995 nChanged 197 SP:Iteration 19Q (7681.957675 sec): 3 clusters Score: Raw -5903944.200066 + Penalty 3477.420454 = -5900466.779612 nChanged 177 SP:Iteration 20F (7682.073677 sec): 3 clusters Score: Raw -5903963.667250 + Penalty 3477.420454 = -5900486.246796 nChanged 167 SP:Iteration 21Q (7682.185778 sec): 3 clusters Score: Raw -5903982.637217 + Penalty 3477.420454 = -5900505.216763 nChanged 188 SP:Iteration 22Q (7682.303498 sec): 3 clusters Score: Raw -5904003.867702 + Penalty 3477.420454 = -5900526.447248 nChanged 186 SP:Iteration 23Q (7682.417428 sec): 3 clusters Score: Raw -5904025.320250 + Penalty 3477.420454 = -5900547.899796 nChanged 205 SP:Iteration 24Q (7682.535793 sec): 3 clusters Score: Raw -5904047.350109 + Penalty 3477.420454 = -5900569.929655 nChanged 206 SP:Iteration 25Q (7682.653473 sec): 3 clusters Score: Raw -5904071.098712 + Penalty 3477.420454 = -5900593.678259 nChanged 191 SP:Iteration 26Q (7682.771327 sec): 3 clusters Score: Raw -5904093.782154 + Penalty 3477.420454 = -5900616.361701 nChanged 209 SP:Iteration 27Q (7682.880230 sec): 3 clusters Score: Raw -5904118.319241 + Penalty 3477.420454 = -5900640.898787 nChanged 207 SP:Iteration 28Q (7683.011352 sec): 3 clusters Score: Raw -5904140.749706 + Penalty 3477.420454 = -5900663.329252 nChanged 215 SP:Iteration 29Q (7683.122248 sec): 3 clusters Score: Raw -5904167.537598 + Penalty 3477.420454 = -5900690.117144 nChanged 236 SP:Iteration 30Q (7683.241732 sec): 3 clusters Score: Raw -5904197.316067 + Penalty 3477.420454 = -5900719.895613 nChanged 268 SP:Iteration 31Q (7683.363855 sec): 3 clusters Score: Raw -5904233.682618 + Penalty 3477.420454 = -5900756.262165 nChanged 256 SP:Iteration 32Q (7683.483600 sec): 3 clusters Score: Raw -5904265.622838 + Penalty 3477.420454 = -5900788.202384 nChanged 255 SP:Iteration 33Q (7683.596879 sec): 3 clusters Score: Raw -5904302.790935 + Penalty 3477.420454 = -5900825.370481 nChanged 302 SP:Iteration 34Q (7683.710577 sec): 3 clusters Score: Raw -5904353.232541 + Penalty 3477.420454 = -5900875.812087 nChanged 336 SP:Iteration 35Q (7683.824787 sec): 3 clusters Score: Raw -5904409.171547 + Penalty 3477.420454 = -5900931.751093 nChanged 345 SP:Iteration 36Q (7683.938677 sec): 3 clusters Score: Raw -5904470.363202 + Penalty 3477.420454 = -5900992.942749 nChanged 334 SP:Iteration 37Q (7684.042056 sec): 3 clusters Score: Raw -5904528.233120 + Penalty 3477.420454 = -5901050.812667 nChanged 327 SP:Iteration 38Q (7684.155506 sec): 3 clusters Score: Raw -5904584.298518 + Penalty 3477.420454 = -5901106.878065 nChanged 341 SP:Iteration 39Q (7684.268894 sec): 3 clusters Score: Raw -5904650.607499 + Penalty 3477.420454 = -5901173.187046 nChanged 339 SP:Iteration 40F (7684.397305 sec): 3 clusters Score: Raw -5904717.763144 + Penalty 3477.420454 = -5901240.342691 nChanged 321 SP:Iteration 41Q (7684.522974 sec): 3 clusters Score: Raw -5904779.022318 + Penalty 3477.420454 = -5901301.601864 nChanged 323 SP:Iteration 42Q (7684.636034 sec): 3 clusters Score: Raw -5904835.616273 + Penalty 3477.420454 = -5901358.195820 nChanged 313 SP:Iteration 43Q (7684.754427 sec): 3 clusters Score: Raw -5904892.040198 + Penalty 3477.420454 = -5901414.619744 nChanged 306 SP:Iteration 44Q (7684.875100 sec): 3 clusters Score: Raw -5904945.897146 + Penalty 3477.420454 = -5901468.476693 nChanged 260 SP:Iteration 45Q (7684.996456 sec): 3 clusters Score: Raw -5904994.372952 + Penalty 3477.420454 = -5901516.952499 nChanged 283 SP:Iteration 46Q (7685.105487 sec): 3 clusters Score: Raw -5905050.124785 + Penalty 3477.420454 = -5901572.704331 nChanged 276 SP:Iteration 47Q (7685.215219 sec): 3 clusters Score: Raw -5905104.382291 + Penalty 3477.420454 = -5901626.961837 nChanged 277 SP:Iteration 48Q (7685.339767 sec): 3 clusters Score: Raw -5905161.381566 + Penalty 3477.420454 = -5901683.961112 nChanged 273 SP:Iteration 49Q (7685.452142 sec): 3 clusters Score: Raw -5905216.504711 + Penalty 3477.420454 = -5901739.084258 nChanged 292 SP:Iteration 50Q (7685.563814 sec): 3 clusters Score: Raw -5905282.746124 + Penalty 3477.420454 = -5901805.325670 nChanged 305 SP:Iteration 51Q (7685.669642 sec): 3 clusters Score: Raw -5905357.628758 + Penalty 3477.420454 = -5901880.208305 nChanged 330 SP:Iteration 52Q (7685.777820 sec): 3 clusters Score: Raw -5905441.600216 + Penalty 3477.420454 = -5901964.179762 nChanged 296 SP:Iteration 53Q (7685.877491 sec): 3 clusters Score: Raw -5905517.186131 + Penalty 3477.420454 = -5902039.765677 nChanged 292 SP:Iteration 54Q (7685.985886 sec): 3 clusters Score: Raw -5905591.973018 + Penalty 3477.420454 = -5902114.552564 nChanged 280 SP:Iteration 55Q (7686.089449 sec): 3 clusters Score: Raw -5905669.841072 + Penalty 3477.420454 = -5902192.420619 nChanged 296 SP:Iteration 56Q (7686.202972 sec): 3 clusters Score: Raw -5905755.491705 + Penalty 3477.420454 = -5902278.071251 nChanged 286 SP:Iteration 57Q (7686.308401 sec): 3 clusters Score: Raw -5905838.068421 + Penalty 3477.420454 = -5902360.647967 nChanged 280 SP:Iteration 58Q (7686.431892 sec): 3 clusters Score: Raw -5905920.390343 + Penalty 3477.420454 = -5902442.969890 nChanged 272 SP:Iteration 59Q (7686.543844 sec): 3 clusters Score: Raw -5905999.313748 + Penalty 3477.420454 = -5902521.893295 nChanged 261 SP:Iteration 60F (7686.664659 sec): 3 clusters Score: Raw -5906076.340858 + Penalty 3477.420454 = -5902598.920404 nChanged 254 SP:Iteration 61Q (7686.784374 sec): 3 clusters Score: Raw -5906161.144055 + Penalty 3477.420454 = -5902683.723602 nChanged 269 SP:Iteration 62Q (7686.898088 sec): 3 clusters Score: Raw -5906255.602040 + Penalty 3477.420454 = -5902778.181586 nChanged 243 SP:Iteration 63Q (7687.009056 sec): 3 clusters Score: Raw -5906331.747512 + Penalty 3477.420454 = -5902854.327059 nChanged 219 SP:Iteration 64Q (7687.128520 sec): 3 clusters Score: Raw -5906390.775443 + Penalty 3477.420454 = -5902913.354989 nChanged 184 SP:Iteration 65Q (7687.230205 sec): 3 clusters Score: Raw -5906437.857641 + Penalty 3477.420454 = -5902960.437188 nChanged 172 SP:Iteration 66Q (7687.343636 sec): 3 clusters Score: Raw -5906482.674497 + Penalty 3477.420454 = -5903005.254043 nChanged 164 SP:Iteration 67Q (7687.459841 sec): 3 clusters Score: Raw -5906522.577613 + Penalty 3477.420454 = -5903045.157160 nChanged 134 SP:Iteration 68Q (7687.565548 sec): 3 clusters Score: Raw -5906554.164224 + Penalty 3477.420454 = -5903076.743770 nChanged 103 SP:Iteration 69Q (7687.668362 sec): 3 clusters Score: Raw -5906577.349413 + Penalty 3477.420454 = -5903099.928959 nChanged 96 SP:Iteration 70Q (7687.772459 sec): 3 clusters Score: Raw -5906600.666492 + Penalty 3477.420454 = -5903123.246039 nChanged 105 SP:Iteration 71Q (7687.875980 sec): 3 clusters Score: Raw -5906625.218960 + Penalty 3477.420454 = -5903147.798506 nChanged 85 SP:Iteration 72Q (7687.982501 sec): 3 clusters Score: Raw -5906644.068190 + Penalty 3477.420454 = -5903166.647737 nChanged 82 SP:Iteration 73Q (7688.078423 sec): 3 clusters Score: Raw -5906667.830175 + Penalty 3477.420454 = -5903190.409722 nChanged 83 SP:Iteration 74Q (7688.188469 sec): 3 clusters Score: Raw -5906691.221928 + Penalty 3477.420454 = -5903213.801475 nChanged 79 SP:Iteration 75Q (7688.285841 sec): 3 clusters Score: Raw -5906716.465259 + Penalty 3477.420454 = -5903239.044805 nChanged 77 SP:Iteration 76Q (7688.391590 sec): 3 clusters Score: Raw -5906738.678715 + Penalty 3477.420454 = -5903261.258261 nChanged 81 SP:Iteration 77Q (7688.501275 sec): 3 clusters Score: Raw -5906757.195330 + Penalty 3477.420454 = -5903279.774876 nChanged 69 SP:Iteration 78Q (7688.616643 sec): 3 clusters Score: Raw -5906775.788588 + Penalty 3477.420454 = -5903298.368135 nChanged 65 SP:Iteration 79Q (7688.693612 sec): 3 clusters Score: Raw -5906790.501849 + Penalty 3477.420454 = -5903313.081395 nChanged 47 SP:Iteration 80F (7688.809600 sec): 3 clusters Score: Raw -5906802.097175 + Penalty 3477.420454 = -5903324.676722 nChanged 56 SP:Iteration 81Q (7688.912644 sec): 3 clusters Score: Raw -5906817.412042 + Penalty 3477.420454 = -5903339.991588 nChanged 46 SP:Iteration 82Q (7689.023865 sec): 3 clusters Score: Raw -5906829.475671 + Penalty 3477.420454 = -5903352.055217 nChanged 55 SP:Iteration 83Q (7689.136740 sec): 3 clusters Score: Raw -5906844.040933 + Penalty 3477.420454 = -5903366.620480 nChanged 54 SP:Iteration 84Q (7689.255123 sec): 3 clusters Score: Raw -5906858.591086 + Penalty 3477.420454 = -5903381.170632 nChanged 57 SP:Iteration 85Q (7689.368627 sec): 3 clusters Score: Raw -5906876.209400 + Penalty 3477.420454 = -5903398.788947 nChanged 58 SP:Iteration 86Q (7689.465479 sec): 3 clusters Score: Raw -5906895.450089 + Penalty 3477.420454 = -5903418.029636 nChanged 54 SP:Iteration 87Q (7689.572387 sec): 3 clusters Score: Raw -5906910.131518 + Penalty 3477.420454 = -5903432.711065 nChanged 45 SP:Iteration 88Q (7689.669417 sec): 3 clusters Score: Raw -5906923.249239 + Penalty 3477.420454 = -5903445.828786 nChanged 47 SP:Iteration 89Q (7689.780595 sec): 3 clusters Score: Raw -5906934.050143 + Penalty 3477.420454 = -5903456.629690 nChanged 25 SP:Iteration 90Q (7689.890609 sec): 3 clusters Score: Raw -5906939.406853 + Penalty 3477.420454 = -5903461.986399 nChanged 24 SP:Iteration 91Q (7689.996525 sec): 3 clusters Score: Raw -5906944.415485 + Penalty 3477.420454 = -5903466.995031 nChanged 19 SP:Iteration 92Q (7690.096646 sec): 3 clusters Score: Raw -5906949.207842 + Penalty 3477.420454 = -5903471.787388 nChanged 20 SP:Iteration 93Q (7690.195501 sec): 3 clusters Score: Raw -5906953.480000 + Penalty 3477.420454 = -5903476.059546 nChanged 20 SP:Iteration 94Q (7690.318859 sec): 3 clusters Score: Raw -5906957.169216 + Penalty 3477.420454 = -5903479.748762 nChanged 19 SP:Iteration 95Q (7690.428304 sec): 3 clusters Score: Raw -5906961.335428 + Penalty 3477.420454 = -5903483.914975 nChanged 15 SP:Iteration 96Q (7690.530079 sec): 3 clusters Score: Raw -5906964.392532 + Penalty 3477.420454 = -5903486.972079 nChanged 5 SP:Iteration 97Q (7690.641273 sec): 3 clusters Score: Raw -5906965.686254 + Penalty 3477.420454 = -5903488.265801 nChanged 7 SP:Iteration 98Q (7690.753429 sec): 3 clusters Score: Raw -5906967.668239 + Penalty 3477.420454 = -5903490.247786 nChanged 11 SP:Iteration 99Q (7690.864279 sec): 3 clusters Score: Raw -5906969.888365 + Penalty 3477.420454 = -5903492.467911 nChanged 10 SP:Iteration 100F (7690.998563 sec): 3 clusters Score: Raw -5906971.400230 + Penalty 3477.420454 = -5903493.979777 nChanged 5 SP:Iteration 101Q (7691.110144 sec): 3 clusters Score: Raw -5906972.462845 + Penalty 3477.420454 = -5903495.042392 nChanged 7 SP:Iteration 102Q (7691.218288 sec): 3 clusters Score: Raw -5906973.660035 + Penalty 3477.420454 = -5903496.239582 nChanged 9 SP:Iteration 103Q (7691.325639 sec): 3 clusters Score: Raw -5906975.850485 + Penalty 3477.420454 = -5903498.430032 nChanged 10 SP:Iteration 104Q (7691.422614 sec): 3 clusters Score: Raw -5906978.255823 + Penalty 3477.420454 = -5903500.835370 nChanged 11 SP:Iteration 105Q (7691.526232 sec): 3 clusters Score: Raw -5906980.456270 + Penalty 3477.420454 = -5903503.035816 nChanged 16 SP:Iteration 106Q (7691.629647 sec): 3 clusters Score: Raw -5906984.689257 + Penalty 3477.420454 = -5903507.268803 nChanged 15 SP:Iteration 107Q (7691.732975 sec): 3 clusters Score: Raw -5906987.328516 + Penalty 3477.420454 = -5903509.908062 nChanged 8 SP:Iteration 108Q (7691.836286 sec): 3 clusters Score: Raw -5906988.883988 + Penalty 3477.420454 = -5903511.463534 nChanged 3 SP:Iteration 109Q (7691.925505 sec): 3 clusters Score: Raw -5906989.485424 + Penalty 3477.420454 = -5903512.064971 nChanged 3 SP:Iteration 110Q (7692.025958 sec): 3 clusters Score: Raw -5906989.898468 + Penalty 3477.420454 = -5903512.478015 nChanged 3 SP:Iteration 111Q (7692.133985 sec): 3 clusters Score: Raw -5906990.465940 + Penalty 3477.420454 = -5903513.045486 nChanged 4 SP:Iteration 112Q (7692.233112 sec): 3 clusters Score: Raw -5906991.626978 + Penalty 3477.420454 = -5903514.206525 nChanged 5 SP:Iteration 113Q (7692.342953 sec): 3 clusters Score: Raw -5906992.785012 + Penalty 3477.420454 = -5903515.364558 nChanged 4 SP:Iteration 114Q (7692.442246 sec): 3 clusters Score: Raw -5906993.453410 + Penalty 3477.420454 = -5903516.032957 nChanged 3 SP:Iteration 115Q (7692.562785 sec): 3 clusters Score: Raw -5906993.912826 + Penalty 3477.420454 = -5903516.492372 nChanged 2 SP:Iteration 116Q (7692.673017 sec): 3 clusters Score: Raw -5906994.197034 + Penalty 3477.420454 = -5903516.776580 nChanged 3 SP:Iteration 117Q (7692.779007 sec): 3 clusters Score: Raw -5906994.892138 + Penalty 3477.420454 = -5903517.471684 nChanged 3 SP:Iteration 118Q (7692.886159 sec): 3 clusters Score: Raw -5906995.377279 + Penalty 3477.420454 = -5903517.956825 nChanged 2 SP:Iteration 119Q (7692.987402 sec): 3 clusters Score: Raw -5906995.621730 + Penalty 3477.420454 = -5903518.201276 nChanged 0 SP:Iteration 120F (7693.103974 sec): 3 clusters Score: Raw -5906995.621730 + Penalty 3477.420454 = -5903518.201276 nChanged 0 Trying to split cluster 6 (4080 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7693.126467 sec): 2 clusters Score: Raw -523333.768252 + Penalty 1351.000993 = -521982.767259 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7693.182854 sec): 3 clusters Score: Raw -521334.223299 + Penalty 2702.001987 = -518632.221312 nChanged 1596 SP:Iteration 1F (7693.236922 sec): 3 clusters Score: Raw -522269.159073 + Penalty 2702.001987 = -519567.157086 nChanged 285 SP:Iteration 2F (7693.291348 sec): 3 clusters Score: Raw -522461.816523 + Penalty 2702.001987 = -519759.814536 nChanged 233 SP:Iteration 3F (7693.357639 sec): 3 clusters Score: Raw -522597.751520 + Penalty 2702.001987 = -519895.749533 nChanged 172 SP:Iteration 4Q (7693.400833 sec): 3 clusters Score: Raw -522694.009465 + Penalty 2702.001987 = -519992.007479 nChanged 139 SP:Iteration 5Q (7693.455060 sec): 3 clusters Score: Raw -522772.317137 + Penalty 2702.001987 = -520070.315150 nChanged 122 SP:Iteration 6Q (7693.509263 sec): 3 clusters Score: Raw -522832.073784 + Penalty 2702.001987 = -520130.071797 nChanged 116 SP:Iteration 7Q (7693.570741 sec): 3 clusters Score: Raw -522885.866756 + Penalty 2702.001987 = -520183.864769 nChanged 105 SP:Iteration 8Q (7693.612402 sec): 3 clusters Score: Raw -522934.237136 + Penalty 2702.001987 = -520232.235149 nChanged 90 SP:Iteration 9Q (7693.666638 sec): 3 clusters Score: Raw -522999.138379 + Penalty 2702.001987 = -520297.136392 nChanged 102 SP:Iteration 10Q (7693.718199 sec): 3 clusters Score: Raw -523075.843717 + Penalty 2702.001987 = -520373.841730 nChanged 112 SP:Iteration 11Q (7693.773483 sec): 3 clusters Score: Raw -523137.292968 + Penalty 2702.001987 = -520435.290981 nChanged 100 SP:Iteration 12Q (7693.828597 sec): 3 clusters Score: Raw -523190.789462 + Penalty 2702.001987 = -520488.787475 nChanged 91 SP:Iteration 13Q (7693.882907 sec): 3 clusters Score: Raw -523234.022617 + Penalty 2702.001987 = -520532.020630 nChanged 81 SP:Iteration 14Q (7693.936697 sec): 3 clusters Score: Raw -523271.537700 + Penalty 2702.001987 = -520569.535713 nChanged 84 SP:Iteration 15Q (7693.990696 sec): 3 clusters Score: Raw -523305.639487 + Penalty 2702.001987 = -520603.637500 nChanged 50 SP:Iteration 16Q (7694.044593 sec): 3 clusters Score: Raw -523323.032612 + Penalty 2702.001987 = -520621.030625 nChanged 40 SP:Iteration 17Q (7694.110198 sec): 3 clusters Score: Raw -523336.954987 + Penalty 2702.001987 = -520634.953000 nChanged 33 SP:Iteration 18Q (7694.147342 sec): 3 clusters Score: Raw -523348.461181 + Penalty 2702.001987 = -520646.459194 nChanged 37 SP:Iteration 19Q (7694.201039 sec): 3 clusters Score: Raw -523360.449669 + Penalty 2702.001987 = -520658.447683 nChanged 29 SP:Iteration 20F (7694.233112 sec): 3 clusters Score: Raw -523370.470916 + Penalty 2702.001987 = -520668.468929 nChanged 28 SP:Iteration 21Q (7694.284070 sec): 3 clusters Score: Raw -523379.481764 + Penalty 2702.001987 = -520677.479777 nChanged 29 SP:Iteration 22Q (7694.347523 sec): 3 clusters Score: Raw -523388.155421 + Penalty 2702.001987 = -520686.153434 nChanged 23 SP:Iteration 23Q (7694.397000 sec): 3 clusters Score: Raw -523394.424651 + Penalty 2702.001987 = -520692.422664 nChanged 17 SP:Iteration 24Q (7694.433863 sec): 3 clusters Score: Raw -523398.505981 + Penalty 2702.001987 = -520696.503994 nChanged 7 SP:Iteration 25Q (7694.480407 sec): 3 clusters Score: Raw -523399.825140 + Penalty 2702.001987 = -520697.823153 nChanged 6 SP:Iteration 26Q (7694.527038 sec): 3 clusters Score: Raw -523401.920996 + Penalty 2702.001987 = -520699.919009 nChanged 8 SP:Iteration 27Q (7694.584879 sec): 3 clusters Score: Raw -523404.246839 + Penalty 2702.001987 = -520702.244852 nChanged 7 SP:Iteration 28Q (7694.627732 sec): 3 clusters Score: Raw -523405.869368 + Penalty 2702.001987 = -520703.867381 nChanged 7 SP:Iteration 29Q (7694.686437 sec): 3 clusters Score: Raw -523407.025090 + Penalty 2702.001987 = -520705.023103 nChanged 3 SP:Iteration 30Q (7694.730447 sec): 3 clusters Score: Raw -523407.567798 + Penalty 2702.001987 = -520705.565811 nChanged 2 SP:Iteration 31Q (7694.797252 sec): 3 clusters Score: Raw -523407.747451 + Penalty 2702.001987 = -520705.745464 nChanged 2 SP:Iteration 32Q (7694.841048 sec): 3 clusters Score: Raw -523407.943211 + Penalty 2702.001987 = -520705.941224 nChanged 1 SP:Iteration 33Q (7694.896684 sec): 3 clusters Score: Raw -523408.076583 + Penalty 2702.001987 = -520706.074596 nChanged 1 SP:Iteration 34Q (7694.948975 sec): 3 clusters Score: Raw -523408.212580 + Penalty 2702.001987 = -520706.210593 nChanged 1 SP:Iteration 35Q (7694.996565 sec): 3 clusters Score: Raw -523408.310810 + Penalty 2702.001987 = -520706.308823 nChanged 0 SP:Iteration 36F (7695.049049 sec): 3 clusters Score: Raw -523408.310810 + Penalty 2702.001987 = -520706.308823 nChanged 0 Trying to split cluster 7 (5525 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7695.080330 sec): 2 clusters Score: Raw -734550.124895 + Penalty 1400.268761 = -733149.856134 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7695.133127 sec): 3 clusters Score: Raw -731614.673276 + Penalty 2800.537521 = -728814.135755 nChanged 2264 SP:Iteration 1F (7695.179184 sec): 3 clusters Score: Raw -732875.061155 + Penalty 2800.537521 = -730074.523633 nChanged 376 SP:Iteration 2F (7695.245167 sec): 3 clusters Score: Raw -733099.465108 + Penalty 2800.537521 = -730298.927587 nChanged 320 SP:Iteration 3F (7695.294760 sec): 3 clusters Score: Raw -733279.489482 + Penalty 2800.537521 = -730478.951961 nChanged 282 SP:Iteration 4F (7695.353331 sec): 3 clusters Score: Raw -733442.995136 + Penalty 2800.537521 = -730642.457615 nChanged 269 SP:Iteration 5Q (7695.405011 sec): 3 clusters Score: Raw -733605.612135 + Penalty 2800.537521 = -730805.074613 nChanged 232 SP:Iteration 6Q (7695.467445 sec): 3 clusters Score: Raw -733735.679559 + Penalty 2800.537521 = -730935.142037 nChanged 208 SP:Iteration 7Q (7695.531975 sec): 3 clusters Score: Raw -733855.369635 + Penalty 2800.537521 = -731054.832113 nChanged 185 SP:Iteration 8Q (7695.573967 sec): 3 clusters Score: Raw -733955.154155 + Penalty 2800.537521 = -731154.616634 nChanged 152 SP:Iteration 9Q (7695.631648 sec): 3 clusters Score: Raw -734030.990845 + Penalty 2800.537521 = -731230.453324 nChanged 135 SP:Iteration 10Q (7695.689546 sec): 3 clusters Score: Raw -734094.032595 + Penalty 2800.537521 = -731293.495074 nChanged 133 SP:Iteration 11Q (7695.747866 sec): 3 clusters Score: Raw -734157.433458 + Penalty 2800.537521 = -731356.895937 nChanged 118 SP:Iteration 12Q (7695.805317 sec): 3 clusters Score: Raw -734211.236526 + Penalty 2800.537521 = -731410.699004 nChanged 115 SP:Iteration 13Q (7695.862811 sec): 3 clusters Score: Raw -734269.762884 + Penalty 2800.537521 = -731469.225363 nChanged 109 SP:Iteration 14Q (7695.919910 sec): 3 clusters Score: Raw -734324.983527 + Penalty 2800.537521 = -731524.446005 nChanged 116 SP:Iteration 15Q (7695.977561 sec): 3 clusters Score: Raw -734377.805828 + Penalty 2800.537521 = -731577.268307 nChanged 91 SP:Iteration 16Q (7696.034997 sec): 3 clusters Score: Raw -734421.776206 + Penalty 2800.537521 = -731621.238685 nChanged 90 SP:Iteration 17Q (7696.091955 sec): 3 clusters Score: Raw -734460.156453 + Penalty 2800.537521 = -731659.618932 nChanged 81 SP:Iteration 18Q (7696.149117 sec): 3 clusters Score: Raw -734489.564818 + Penalty 2800.537521 = -731689.027297 nChanged 65 SP:Iteration 19Q (7696.207298 sec): 3 clusters Score: Raw -734517.619073 + Penalty 2800.537521 = -731717.081552 nChanged 68 SP:Iteration 20F (7696.264621 sec): 3 clusters Score: Raw -734547.680009 + Penalty 2800.537521 = -731747.142488 nChanged 56 SP:Iteration 21Q (7696.321880 sec): 3 clusters Score: Raw -734566.082057 + Penalty 2800.537521 = -731765.544536 nChanged 43 SP:Iteration 22Q (7696.380190 sec): 3 clusters Score: Raw -734575.411143 + Penalty 2800.537521 = -731774.873622 nChanged 25 SP:Iteration 23Q (7696.437515 sec): 3 clusters Score: Raw -734581.435508 + Penalty 2800.537521 = -731780.897987 nChanged 22 SP:Iteration 24Q (7696.494221 sec): 3 clusters Score: Raw -734585.536039 + Penalty 2800.537521 = -731784.998518 nChanged 19 SP:Iteration 25Q (7696.539923 sec): 3 clusters Score: Raw -734589.695767 + Penalty 2800.537521 = -731789.158245 nChanged 14 SP:Iteration 26Q (7696.602259 sec): 3 clusters Score: Raw -734592.186401 + Penalty 2800.537521 = -731791.648880 nChanged 11 SP:Iteration 27Q (7696.646239 sec): 3 clusters Score: Raw -734593.712267 + Penalty 2800.537521 = -731793.174746 nChanged 7 SP:Iteration 28Q (7696.709090 sec): 3 clusters Score: Raw -734594.887975 + Penalty 2800.537521 = -731794.350453 nChanged 6 SP:Iteration 29Q (7696.753124 sec): 3 clusters Score: Raw -734595.903962 + Penalty 2800.537521 = -731795.366441 nChanged 9 SP:Iteration 30Q (7696.803281 sec): 3 clusters Score: Raw -734597.647779 + Penalty 2800.537521 = -731797.110257 nChanged 6 SP:Iteration 31Q (7696.855333 sec): 3 clusters Score: Raw -734599.116025 + Penalty 2800.537521 = -731798.578504 nChanged 5 SP:Iteration 32Q (7696.917746 sec): 3 clusters Score: Raw -734600.128588 + Penalty 2800.537521 = -731799.591066 nChanged 2 SP:Iteration 33Q (7696.974780 sec): 3 clusters Score: Raw -734600.536938 + Penalty 2800.537521 = -731799.999417 nChanged 4 SP:Iteration 34Q (7697.011223 sec): 3 clusters Score: Raw -734602.075437 + Penalty 2800.537521 = -731801.537916 nChanged 4 SP:Iteration 35Q (7697.059551 sec): 3 clusters Score: Raw -734602.829055 + Penalty 2800.537521 = -731802.291534 nChanged 3 SP:Iteration 36Q (7697.129065 sec): 3 clusters Score: Raw -734603.356425 + Penalty 2800.537521 = -731802.818904 nChanged 5 SP:Iteration 37Q (7697.174746 sec): 3 clusters Score: Raw -734603.862155 + Penalty 2800.537521 = -731803.324634 nChanged 3 SP:Iteration 38Q (7697.225609 sec): 3 clusters Score: Raw -734604.247799 + Penalty 2800.537521 = -731803.710277 nChanged 2 SP:Iteration 39Q (7697.279848 sec): 3 clusters Score: Raw -734604.530699 + Penalty 2800.537521 = -731803.993178 nChanged 1 SP:Iteration 40F (7697.326669 sec): 3 clusters Score: Raw -734604.626884 + Penalty 2800.537521 = -731804.089362 nChanged 2 SP:Iteration 41Q (7697.383290 sec): 3 clusters Score: Raw -734604.856691 + Penalty 2800.537521 = -731804.319170 nChanged 0 SP:Iteration 42F (7697.431758 sec): 3 clusters Score: Raw -734604.856691 + Penalty 2800.537521 = -731804.319170 nChanged 0 Trying to split cluster 8 (2162 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7697.466029 sec): 2 clusters Score: Raw -297102.311130 + Penalty 1247.803212 = -295854.507918 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7697.501334 sec): 3 clusters Score: Raw -296155.954267 + Penalty 2495.606424 = -293660.347842 nChanged 768 SP:Iteration 1F (7697.546093 sec): 3 clusters Score: Raw -296690.554745 + Penalty 2495.606424 = -294194.948321 nChanged 194 SP:Iteration 2F (7697.603452 sec): 3 clusters Score: Raw -296866.596122 + Penalty 2495.606424 = -294370.989698 nChanged 145 SP:Iteration 3F (7697.640538 sec): 3 clusters Score: Raw -297010.610720 + Penalty 2495.606424 = -294515.004296 nChanged 128 SP:Iteration 4F (7697.686503 sec): 3 clusters Score: Raw -297174.519271 + Penalty 2495.606424 = -294678.912846 nChanged 129 SP:Iteration 5F (7697.729879 sec): 3 clusters Score: Raw -297394.626937 + Penalty 2495.606424 = -294899.020513 nChanged 138 SP:Iteration 6F (7697.781245 sec): 3 clusters Score: Raw -297605.482173 + Penalty 2495.606424 = -295109.875748 nChanged 107 SP:Iteration 7Q (7697.831995 sec): 3 clusters Score: Raw -297739.626813 + Penalty 2495.606424 = -295244.020388 nChanged 70 SP:Iteration 8Q (7697.883305 sec): 3 clusters Score: Raw -297803.145623 + Penalty 2495.606424 = -295307.539199 nChanged 41 SP:Iteration 9Q (7697.934310 sec): 3 clusters Score: Raw -297835.677745 + Penalty 2495.606424 = -295340.071321 nChanged 30 SP:Iteration 10Q (7697.985447 sec): 3 clusters Score: Raw -297855.624554 + Penalty 2495.606424 = -295360.018130 nChanged 14 SP:Iteration 11Q (7698.036366 sec): 3 clusters Score: Raw -297864.921560 + Penalty 2495.606424 = -295369.315135 nChanged 9 SP:Iteration 12Q (7698.087515 sec): 3 clusters Score: Raw -297869.083379 + Penalty 2495.606424 = -295373.476955 nChanged 5 SP:Iteration 13Q (7698.134695 sec): 3 clusters Score: Raw -297871.118008 + Penalty 2495.606424 = -295375.511583 nChanged 0 SP:Iteration 14F (7698.185836 sec): 3 clusters Score: Raw -297871.118008 + Penalty 2495.606424 = -295375.511583 nChanged 0 Trying to split cluster 9 (8809 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7698.210173 sec): 2 clusters Score: Raw -1063295.621163 + Penalty 1476.073496 = -1061819.547667 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7698.273425 sec): 3 clusters Score: Raw -1058458.724944 + Penalty 2952.146992 = -1055506.577953 nChanged 3740 SP:Iteration 1F (7698.334298 sec): 3 clusters Score: Raw -1060683.262164 + Penalty 2952.146992 = -1057731.115172 nChanged 647 SP:Iteration 2F (7698.396339 sec): 3 clusters Score: Raw -1061111.773331 + Penalty 2952.146992 = -1058159.626340 nChanged 544 SP:Iteration 3F (7698.458247 sec): 3 clusters Score: Raw -1061607.631532 + Penalty 2952.146992 = -1058655.484540 nChanged 580 SP:Iteration 4F (7698.528657 sec): 3 clusters Score: Raw -1062076.922288 + Penalty 2952.146992 = -1059124.775297 nChanged 539 SP:Iteration 5F (7698.567942 sec): 3 clusters Score: Raw -1062432.621924 + Penalty 2952.146992 = -1059480.474933 nChanged 460 SP:Iteration 6F (7698.630694 sec): 3 clusters Score: Raw -1062696.124374 + Penalty 2952.146992 = -1059743.977382 nChanged 360 SP:Iteration 7Q (7698.674985 sec): 3 clusters Score: Raw -1062899.935235 + Penalty 2952.146992 = -1059947.788243 nChanged 311 SP:Iteration 8Q (7698.746063 sec): 3 clusters Score: Raw -1063068.625061 + Penalty 2952.146992 = -1060116.478070 nChanged 284 SP:Iteration 9Q (7698.808995 sec): 3 clusters Score: Raw -1063214.523213 + Penalty 2952.146992 = -1060262.376221 nChanged 201 SP:Iteration 10Q (7698.856043 sec): 3 clusters Score: Raw -1063323.895917 + Penalty 2952.146992 = -1060371.748925 nChanged 183 SP:Iteration 11Q (7698.922018 sec): 3 clusters Score: Raw -1063421.892238 + Penalty 2952.146992 = -1060469.745247 nChanged 166 SP:Iteration 12Q (7698.990786 sec): 3 clusters Score: Raw -1063491.846878 + Penalty 2952.146992 = -1060539.699887 nChanged 137 SP:Iteration 13Q (7699.050734 sec): 3 clusters Score: Raw -1063559.742890 + Penalty 2952.146992 = -1060607.595899 nChanged 145 SP:Iteration 14Q (7699.116170 sec): 3 clusters Score: Raw -1063634.510028 + Penalty 2952.146992 = -1060682.363037 nChanged 136 SP:Iteration 15Q (7699.171963 sec): 3 clusters Score: Raw -1063700.299916 + Penalty 2952.146992 = -1060748.152925 nChanged 131 SP:Iteration 16Q (7699.226065 sec): 3 clusters Score: Raw -1063759.069580 + Penalty 2952.146992 = -1060806.922589 nChanged 119 SP:Iteration 17Q (7699.288082 sec): 3 clusters Score: Raw -1063809.080184 + Penalty 2952.146992 = -1060856.933192 nChanged 85 SP:Iteration 18Q (7699.359345 sec): 3 clusters Score: Raw -1063840.055439 + Penalty 2952.146992 = -1060887.908448 nChanged 76 SP:Iteration 19Q (7699.426044 sec): 3 clusters Score: Raw -1063870.294802 + Penalty 2952.146992 = -1060918.147810 nChanged 67 SP:Iteration 20F (7699.489380 sec): 3 clusters Score: Raw -1063895.724018 + Penalty 2952.146992 = -1060943.577027 nChanged 59 SP:Iteration 21Q (7699.536620 sec): 3 clusters Score: Raw -1063917.913874 + Penalty 2952.146992 = -1060965.766882 nChanged 39 SP:Iteration 22Q (7699.594298 sec): 3 clusters Score: Raw -1063928.803797 + Penalty 2952.146992 = -1060976.656806 nChanged 26 SP:Iteration 23Q (7699.656095 sec): 3 clusters Score: Raw -1063936.014969 + Penalty 2952.146992 = -1060983.867977 nChanged 20 SP:Iteration 24Q (7699.713954 sec): 3 clusters Score: Raw -1063941.459565 + Penalty 2952.146992 = -1060989.312574 nChanged 16 SP:Iteration 25Q (7699.781717 sec): 3 clusters Score: Raw -1063943.813637 + Penalty 2952.146992 = -1060991.666646 nChanged 12 SP:Iteration 26Q (7699.839273 sec): 3 clusters Score: Raw -1063946.554793 + Penalty 2952.146992 = -1060994.407801 nChanged 13 SP:Iteration 27Q (7699.896701 sec): 3 clusters Score: Raw -1063949.451239 + Penalty 2952.146992 = -1060997.304247 nChanged 19 SP:Iteration 28Q (7699.965571 sec): 3 clusters Score: Raw -1063957.188798 + Penalty 2952.146992 = -1061005.041807 nChanged 19 SP:Iteration 29Q (7700.018952 sec): 3 clusters Score: Raw -1063967.904923 + Penalty 2952.146992 = -1061015.757931 nChanged 27 SP:Iteration 30Q (7700.084795 sec): 3 clusters Score: Raw -1063985.990668 + Penalty 2952.146992 = -1061033.843676 nChanged 41 SP:Iteration 31Q (7700.139017 sec): 3 clusters Score: Raw -1064020.877223 + Penalty 2952.146992 = -1061068.730231 nChanged 53 SP:Iteration 32Q (7700.207284 sec): 3 clusters Score: Raw -1064073.801750 + Penalty 2952.146992 = -1061121.654758 nChanged 49 SP:Iteration 33Q (7700.270617 sec): 3 clusters Score: Raw -1064126.934141 + Penalty 2952.146992 = -1061174.787149 nChanged 44 SP:Iteration 34Q (7700.333983 sec): 3 clusters Score: Raw -1064175.041210 + Penalty 2952.146992 = -1061222.894218 nChanged 54 SP:Iteration 35Q (7700.395149 sec): 3 clusters Score: Raw -1064226.202390 + Penalty 2952.146992 = -1061274.055398 nChanged 44 SP:Iteration 36Q (7700.457130 sec): 3 clusters Score: Raw -1064270.417844 + Penalty 2952.146992 = -1061318.270852 nChanged 38 SP:Iteration 37Q (7700.512154 sec): 3 clusters Score: Raw -1064310.233690 + Penalty 2952.146992 = -1061358.086699 nChanged 32 SP:Iteration 38Q (7700.569799 sec): 3 clusters Score: Raw -1064329.738358 + Penalty 2952.146992 = -1061377.591366 nChanged 19 SP:Iteration 39Q (7700.614743 sec): 3 clusters Score: Raw -1064341.701963 + Penalty 2952.146992 = -1061389.554971 nChanged 26 SP:Iteration 40F (7700.685924 sec): 3 clusters Score: Raw -1064359.656532 + Penalty 2952.146992 = -1061407.509540 nChanged 25 SP:Iteration 41Q (7700.746904 sec): 3 clusters Score: Raw -1064377.640579 + Penalty 2952.146992 = -1061425.493587 nChanged 24 SP:Iteration 42Q (7700.790984 sec): 3 clusters Score: Raw -1064390.865696 + Penalty 2952.146992 = -1061438.718704 nChanged 17 SP:Iteration 43Q (7700.850700 sec): 3 clusters Score: Raw -1064397.885929 + Penalty 2952.146992 = -1061445.738938 nChanged 14 SP:Iteration 44Q (7700.909442 sec): 3 clusters Score: Raw -1064403.315342 + Penalty 2952.146992 = -1061451.168351 nChanged 8 SP:Iteration 45Q (7700.970465 sec): 3 clusters Score: Raw -1064406.964533 + Penalty 2952.146992 = -1061454.817541 nChanged 9 SP:Iteration 46Q (7701.029143 sec): 3 clusters Score: Raw -1064409.981846 + Penalty 2952.146992 = -1061457.834855 nChanged 5 SP:Iteration 47Q (7701.089184 sec): 3 clusters Score: Raw -1064411.443472 + Penalty 2952.146992 = -1061459.296480 nChanged 4 SP:Iteration 48Q (7701.148392 sec): 3 clusters Score: Raw -1064412.619520 + Penalty 2952.146992 = -1061460.472529 nChanged 4 SP:Iteration 49Q (7701.208121 sec): 3 clusters Score: Raw -1064413.716271 + Penalty 2952.146992 = -1061461.569279 nChanged 2 SP:Iteration 50Q (7701.260030 sec): 3 clusters Score: Raw -1064413.995571 + Penalty 2952.146992 = -1061461.848579 nChanged 0 SP:Iteration 51F (7701.322169 sec): 3 clusters Score: Raw -1064413.995571 + Penalty 2952.146992 = -1061461.848579 nChanged 0 Trying to split cluster 10 (11947 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7701.360373 sec): 2 clusters Score: Raw -1556623.852276 + Penalty 1525.588265 = -1555098.264010 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7701.428190 sec): 3 clusters Score: Raw -1549748.976224 + Penalty 3051.176531 = -1546697.799693 nChanged 5230 SP:Iteration 1F (7701.495064 sec): 3 clusters Score: Raw -1552546.354393 + Penalty 3051.176531 = -1549495.177862 nChanged 786 SP:Iteration 2F (7701.561147 sec): 3 clusters Score: Raw -1552889.854652 + Penalty 3051.176531 = -1549838.678122 nChanged 678 SP:Iteration 3F (7701.624643 sec): 3 clusters Score: Raw -1553222.041841 + Penalty 3051.176531 = -1550170.865310 nChanged 687 SP:Iteration 4F (7701.691417 sec): 3 clusters Score: Raw -1553567.381797 + Penalty 3051.176531 = -1550516.205267 nChanged 644 SP:Iteration 5F (7701.758595 sec): 3 clusters Score: Raw -1553903.626647 + Penalty 3051.176531 = -1550852.450116 nChanged 613 SP:Iteration 6F (7701.828181 sec): 3 clusters Score: Raw -1554231.254889 + Penalty 3051.176531 = -1551180.078358 nChanged 601 SP:Iteration 7F (7701.890916 sec): 3 clusters Score: Raw -1554569.536373 + Penalty 3051.176531 = -1551518.359842 nChanged 573 SP:Iteration 8Q (7701.948665 sec): 3 clusters Score: Raw -1554933.079688 + Penalty 3051.176531 = -1551881.903157 nChanged 570 SP:Iteration 9Q (7702.010498 sec): 3 clusters Score: Raw -1555336.972763 + Penalty 3051.176531 = -1552285.796232 nChanged 552 SP:Iteration 10Q (7702.042694 sec): 3 clusters Score: Raw -1555738.990827 + Penalty 3051.176531 = -1552687.814296 nChanged 439 SP:Iteration 11Q (7702.074328 sec): 3 clusters Score: Raw -1556074.821526 + Penalty 3051.176531 = -1553023.644995 nChanged 361 SP:Iteration 12Q (7702.147586 sec): 3 clusters Score: Raw -1556351.812135 + Penalty 3051.176531 = -1553300.635604 nChanged 271 SP:Iteration 13Q (7702.207089 sec): 3 clusters Score: Raw -1556549.628217 + Penalty 3051.176531 = -1553498.451686 nChanged 180 SP:Iteration 14Q (7702.283068 sec): 3 clusters Score: Raw -1556684.849589 + Penalty 3051.176531 = -1553633.673058 nChanged 127 SP:Iteration 15Q (7702.346197 sec): 3 clusters Score: Raw -1556780.345655 + Penalty 3051.176531 = -1553729.169125 nChanged 79 SP:Iteration 16Q (7702.406242 sec): 3 clusters Score: Raw -1556836.845867 + Penalty 3051.176531 = -1553785.669336 nChanged 45 SP:Iteration 17Q (7702.481539 sec): 3 clusters Score: Raw -1556867.410164 + Penalty 3051.176531 = -1553816.233634 nChanged 34 SP:Iteration 18Q (7702.548035 sec): 3 clusters Score: Raw -1556891.927853 + Penalty 3051.176531 = -1553840.751322 nChanged 24 SP:Iteration 19Q (7702.614328 sec): 3 clusters Score: Raw -1556905.215330 + Penalty 3051.176531 = -1553854.038799 nChanged 14 SP:Iteration 20F (7702.672103 sec): 3 clusters Score: Raw -1556914.078528 + Penalty 3051.176531 = -1553862.901998 nChanged 11 SP:Iteration 21Q (7702.739293 sec): 3 clusters Score: Raw -1556921.760842 + Penalty 3051.176531 = -1553870.584311 nChanged 5 SP:Iteration 22Q (7702.814189 sec): 3 clusters Score: Raw -1556924.791800 + Penalty 3051.176531 = -1553873.615269 nChanged 3 SP:Iteration 23Q (7702.869070 sec): 3 clusters Score: Raw -1556927.166101 + Penalty 3051.176531 = -1553875.989570 nChanged 4 SP:Iteration 24Q (7702.933289 sec): 3 clusters Score: Raw -1556931.386829 + Penalty 3051.176531 = -1553880.210298 nChanged 3 SP:Iteration 25Q (7703.004448 sec): 3 clusters Score: Raw -1556933.278599 + Penalty 3051.176531 = -1553882.102068 nChanged 2 SP:Iteration 26Q (7703.069726 sec): 3 clusters Score: Raw -1556934.495107 + Penalty 3051.176531 = -1553883.318576 nChanged 2 SP:Iteration 27Q (7703.125626 sec): 3 clusters Score: Raw -1556935.180981 + Penalty 3051.176531 = -1553884.004450 nChanged 1 SP:Iteration 28Q (7703.191098 sec): 3 clusters Score: Raw -1556936.768617 + Penalty 3051.176531 = -1553885.592086 nChanged 2 SP:Iteration 29Q (7703.248339 sec): 3 clusters Score: Raw -1556938.695114 + Penalty 3051.176531 = -1553887.518583 nChanged 2 SP:Iteration 30Q (7703.315368 sec): 3 clusters Score: Raw -1556939.560902 + Penalty 3051.176531 = -1553888.384371 nChanged 0 SP:Iteration 31F (7703.373963 sec): 3 clusters Score: Raw -1556939.560902 + Penalty 3051.176531 = -1553888.384371 nChanged 0 Trying to split cluster 11 (4268 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7703.415483 sec): 2 clusters Score: Raw -540512.247042 + Penalty 1358.321350 = -539153.925692 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7703.460130 sec): 3 clusters Score: Raw -538321.913479 + Penalty 2716.642699 = -535605.270780 nChanged 1684 SP:Iteration 1F (7703.515578 sec): 3 clusters Score: Raw -539388.169540 + Penalty 2716.642699 = -536671.526841 nChanged 346 SP:Iteration 2F (7703.571497 sec): 3 clusters Score: Raw -539673.530833 + Penalty 2716.642699 = -536956.888134 nChanged 281 SP:Iteration 3F (7703.625427 sec): 3 clusters Score: Raw -539886.837975 + Penalty 2716.642699 = -537170.195276 nChanged 246 SP:Iteration 4F (7703.680215 sec): 3 clusters Score: Raw -540080.341867 + Penalty 2716.642699 = -537363.699168 nChanged 224 SP:Iteration 5F (7703.731479 sec): 3 clusters Score: Raw -540241.510212 + Penalty 2716.642699 = -537524.867513 nChanged 203 SP:Iteration 6Q (7703.785948 sec): 3 clusters Score: Raw -540368.784359 + Penalty 2716.642699 = -537652.141660 nChanged 172 SP:Iteration 7Q (7703.852533 sec): 3 clusters Score: Raw -540468.959218 + Penalty 2716.642699 = -537752.316519 nChanged 141 SP:Iteration 8Q (7703.897196 sec): 3 clusters Score: Raw -540553.325205 + Penalty 2716.642699 = -537836.682506 nChanged 132 SP:Iteration 9Q (7703.949116 sec): 3 clusters Score: Raw -540643.784363 + Penalty 2716.642699 = -537927.141664 nChanged 132 SP:Iteration 10Q (7704.003582 sec): 3 clusters Score: Raw -540721.661529 + Penalty 2716.642699 = -538005.018830 nChanged 97 SP:Iteration 11Q (7704.056135 sec): 3 clusters Score: Raw -540762.857764 + Penalty 2716.642699 = -538046.215065 nChanged 65 SP:Iteration 12Q (7704.114183 sec): 3 clusters Score: Raw -540789.398700 + Penalty 2716.642699 = -538072.756001 nChanged 50 SP:Iteration 13Q (7704.156590 sec): 3 clusters Score: Raw -540813.571029 + Penalty 2716.642699 = -538096.928330 nChanged 63 SP:Iteration 14Q (7704.210706 sec): 3 clusters Score: Raw -540842.141118 + Penalty 2716.642699 = -538125.498419 nChanged 54 SP:Iteration 15Q (7704.264983 sec): 3 clusters Score: Raw -540864.251129 + Penalty 2716.642699 = -538147.608430 nChanged 49 SP:Iteration 16Q (7704.319178 sec): 3 clusters Score: Raw -540881.789992 + Penalty 2716.642699 = -538165.147293 nChanged 35 SP:Iteration 17Q (7704.375065 sec): 3 clusters Score: Raw -540892.964843 + Penalty 2716.642699 = -538176.322144 nChanged 34 SP:Iteration 18Q (7704.429904 sec): 3 clusters Score: Raw -540905.928858 + Penalty 2716.642699 = -538189.286159 nChanged 31 SP:Iteration 19Q (7704.484740 sec): 3 clusters Score: Raw -540917.323687 + Penalty 2716.642699 = -538200.680988 nChanged 26 SP:Iteration 20F (7704.542232 sec): 3 clusters Score: Raw -540925.018827 + Penalty 2716.642699 = -538208.376128 nChanged 19 SP:Iteration 21Q (7704.588292 sec): 3 clusters Score: Raw -540931.904536 + Penalty 2716.642699 = -538215.261837 nChanged 17 SP:Iteration 22Q (7704.646076 sec): 3 clusters Score: Raw -540937.122700 + Penalty 2716.642699 = -538220.480001 nChanged 11 SP:Iteration 23Q (7704.688056 sec): 3 clusters Score: Raw -540941.623259 + Penalty 2716.642699 = -538224.980560 nChanged 12 SP:Iteration 24Q (7704.752120 sec): 3 clusters Score: Raw -540945.447540 + Penalty 2716.642699 = -538228.804841 nChanged 9 SP:Iteration 25Q (7704.804985 sec): 3 clusters Score: Raw -540947.965935 + Penalty 2716.642699 = -538231.323236 nChanged 11 SP:Iteration 26Q (7704.854941 sec): 3 clusters Score: Raw -540952.281823 + Penalty 2716.642699 = -538235.639124 nChanged 10 SP:Iteration 27Q (7704.911540 sec): 3 clusters Score: Raw -540955.457926 + Penalty 2716.642699 = -538238.815227 nChanged 7 SP:Iteration 28Q (7704.953690 sec): 3 clusters Score: Raw -540957.401859 + Penalty 2716.642699 = -538240.759160 nChanged 10 SP:Iteration 29Q (7705.012776 sec): 3 clusters Score: Raw -540959.755906 + Penalty 2716.642699 = -538243.113207 nChanged 3 SP:Iteration 30Q (7705.055150 sec): 3 clusters Score: Raw -540960.737575 + Penalty 2716.642699 = -538244.094876 nChanged 1 SP:Iteration 31Q (7705.111920 sec): 3 clusters Score: Raw -540960.999396 + Penalty 2716.642699 = -538244.356697 nChanged 3 SP:Iteration 32Q (7705.158244 sec): 3 clusters Score: Raw -540962.284989 + Penalty 2716.642699 = -538245.642290 nChanged 1 SP:Iteration 33Q (7705.201893 sec): 3 clusters Score: Raw -540962.357559 + Penalty 2716.642699 = -538245.714860 nChanged 0 SP:Iteration 34F (7705.251849 sec): 3 clusters Score: Raw -540962.357559 + Penalty 2716.642699 = -538245.714860 nChanged 0 Trying to split cluster 12 (16148 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7705.296274 sec): 2 clusters Score: Raw -2063821.667436 + Penalty 1574.552116 = -2062247.115320 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7705.370392 sec): 3 clusters Score: Raw -2054193.002571 + Penalty 3149.104232 = -2051043.898339 nChanged 7188 SP:Iteration 1F (7705.441597 sec): 3 clusters Score: Raw -2058295.956457 + Penalty 3149.104232 = -2055146.852226 nChanged 920 SP:Iteration 2F (7705.503539 sec): 3 clusters Score: Raw -2058688.294613 + Penalty 3149.104232 = -2055539.190381 nChanged 815 SP:Iteration 3F (7705.580760 sec): 3 clusters Score: Raw -2059033.926855 + Penalty 3149.104232 = -2055884.822623 nChanged 754 SP:Iteration 4Q (7705.657597 sec): 3 clusters Score: Raw -2059363.077259 + Penalty 3149.104232 = -2056213.973027 nChanged 670 SP:Iteration 5Q (7705.721097 sec): 3 clusters Score: Raw -2059696.522899 + Penalty 3149.104232 = -2056547.418668 nChanged 674 SP:Iteration 6Q (7705.791204 sec): 3 clusters Score: Raw -2060002.205250 + Penalty 3149.104232 = -2056853.101018 nChanged 644 SP:Iteration 7Q (7705.873359 sec): 3 clusters Score: Raw -2060293.779708 + Penalty 3149.104232 = -2057144.675476 nChanged 613 SP:Iteration 8Q (7705.948412 sec): 3 clusters Score: Raw -2060555.986365 + Penalty 3149.104232 = -2057406.882134 nChanged 592 SP:Iteration 9Q (7706.007813 sec): 3 clusters Score: Raw -2060817.127017 + Penalty 3149.104232 = -2057668.022785 nChanged 561 SP:Iteration 10Q (7706.070659 sec): 3 clusters Score: Raw -2061045.872087 + Penalty 3149.104232 = -2057896.767855 nChanged 509 SP:Iteration 11Q (7706.133754 sec): 3 clusters Score: Raw -2061269.638036 + Penalty 3149.104232 = -2058120.533804 nChanged 508 SP:Iteration 12Q (7706.196798 sec): 3 clusters Score: Raw -2061505.623834 + Penalty 3149.104232 = -2058356.519602 nChanged 481 SP:Iteration 13Q (7706.259623 sec): 3 clusters Score: Raw -2061737.120125 + Penalty 3149.104232 = -2058588.015893 nChanged 490 SP:Iteration 14Q (7706.332790 sec): 3 clusters Score: Raw -2061964.483287 + Penalty 3149.104232 = -2058815.379055 nChanged 430 SP:Iteration 15Q (7706.414313 sec): 3 clusters Score: Raw -2062116.498925 + Penalty 3149.104232 = -2058967.394694 nChanged 352 SP:Iteration 16Q (7706.478330 sec): 3 clusters Score: Raw -2062223.918093 + Penalty 3149.104232 = -2059074.813862 nChanged 258 SP:Iteration 17Q (7706.552429 sec): 3 clusters Score: Raw -2062296.580480 + Penalty 3149.104232 = -2059147.476249 nChanged 224 SP:Iteration 18Q (7706.626316 sec): 3 clusters Score: Raw -2062349.516888 + Penalty 3149.104232 = -2059200.412656 nChanged 199 SP:Iteration 19Q (7706.701707 sec): 3 clusters Score: Raw -2062402.887818 + Penalty 3149.104232 = -2059253.783587 nChanged 197 SP:Iteration 20F (7706.763540 sec): 3 clusters Score: Raw -2062454.401551 + Penalty 3149.104232 = -2059305.297320 nChanged 182 SP:Iteration 21Q (7706.837637 sec): 3 clusters Score: Raw -2062498.180582 + Penalty 3149.104232 = -2059349.076351 nChanged 162 SP:Iteration 22Q (7706.908065 sec): 3 clusters Score: Raw -2062537.749734 + Penalty 3149.104232 = -2059388.645502 nChanged 167 SP:Iteration 23Q (7706.986248 sec): 3 clusters Score: Raw -2062573.602771 + Penalty 3149.104232 = -2059424.498539 nChanged 141 SP:Iteration 24Q (7707.065310 sec): 3 clusters Score: Raw -2062603.328558 + Penalty 3149.104232 = -2059454.224327 nChanged 122 SP:Iteration 25Q (7707.140229 sec): 3 clusters Score: Raw -2062627.154668 + Penalty 3149.104232 = -2059478.050436 nChanged 122 SP:Iteration 26Q (7707.205821 sec): 3 clusters Score: Raw -2062650.691652 + Penalty 3149.104232 = -2059501.587421 nChanged 129 SP:Iteration 27Q (7707.282295 sec): 3 clusters Score: Raw -2062678.560510 + Penalty 3149.104232 = -2059529.456279 nChanged 104 SP:Iteration 28Q (7707.353448 sec): 3 clusters Score: Raw -2062696.896456 + Penalty 3149.104232 = -2059547.792225 nChanged 87 SP:Iteration 29Q (7707.436210 sec): 3 clusters Score: Raw -2062711.274629 + Penalty 3149.104232 = -2059562.170397 nChanged 87 SP:Iteration 30Q (7707.502593 sec): 3 clusters Score: Raw -2062727.650254 + Penalty 3149.104232 = -2059578.546022 nChanged 99 SP:Iteration 31Q (7707.583681 sec): 3 clusters Score: Raw -2062746.862551 + Penalty 3149.104232 = -2059597.758319 nChanged 88 SP:Iteration 32Q (7707.649944 sec): 3 clusters Score: Raw -2062761.598940 + Penalty 3149.104232 = -2059612.494709 nChanged 75 SP:Iteration 33Q (7707.730294 sec): 3 clusters Score: Raw -2062772.215723 + Penalty 3149.104232 = -2059623.111492 nChanged 65 SP:Iteration 34Q (7707.802211 sec): 3 clusters Score: Raw -2062782.749705 + Penalty 3149.104232 = -2059633.645473 nChanged 84 SP:Iteration 35Q (7707.862427 sec): 3 clusters Score: Raw -2062796.613656 + Penalty 3149.104232 = -2059647.509424 nChanged 80 SP:Iteration 36Q (7707.945605 sec): 3 clusters Score: Raw -2062810.086769 + Penalty 3149.104232 = -2059660.982537 nChanged 83 SP:Iteration 37Q (7708.013201 sec): 3 clusters Score: Raw -2062823.932452 + Penalty 3149.104232 = -2059674.828220 nChanged 90 SP:Iteration 38Q (7708.085039 sec): 3 clusters Score: Raw -2062838.125117 + Penalty 3149.104232 = -2059689.020885 nChanged 80 SP:Iteration 39Q (7708.155871 sec): 3 clusters Score: Raw -2062852.214688 + Penalty 3149.104232 = -2059703.110456 nChanged 86 SP:Iteration 40F (7708.225385 sec): 3 clusters Score: Raw -2062866.062074 + Penalty 3149.104232 = -2059716.957843 nChanged 80 SP:Iteration 41Q (7708.292594 sec): 3 clusters Score: Raw -2062880.009258 + Penalty 3149.104232 = -2059730.905026 nChanged 93 SP:Iteration 42Q (7708.365489 sec): 3 clusters Score: Raw -2062895.541653 + Penalty 3149.104232 = -2059746.437422 nChanged 83 SP:Iteration 43Q (7708.430209 sec): 3 clusters Score: Raw -2062907.544525 + Penalty 3149.104232 = -2059758.440293 nChanged 84 SP:Iteration 44Q (7708.502843 sec): 3 clusters Score: Raw -2062921.604348 + Penalty 3149.104232 = -2059772.500117 nChanged 79 SP:Iteration 45Q (7708.574961 sec): 3 clusters Score: Raw -2062932.759152 + Penalty 3149.104232 = -2059783.654920 nChanged 77 SP:Iteration 46Q (7708.646708 sec): 3 clusters Score: Raw -2062943.819564 + Penalty 3149.104232 = -2059794.715332 nChanged 69 SP:Iteration 47Q (7708.728278 sec): 3 clusters Score: Raw -2062953.756713 + Penalty 3149.104232 = -2059804.652482 nChanged 70 SP:Iteration 48Q (7708.783571 sec): 3 clusters Score: Raw -2062963.701895 + Penalty 3149.104232 = -2059814.597664 nChanged 66 SP:Iteration 49Q (7708.854316 sec): 3 clusters Score: Raw -2062972.663132 + Penalty 3149.104232 = -2059823.558900 nChanged 70 SP:Iteration 50Q (7708.932272 sec): 3 clusters Score: Raw -2062981.566151 + Penalty 3149.104232 = -2059832.461920 nChanged 74 SP:Iteration 51Q (7709.002870 sec): 3 clusters Score: Raw -2062993.975248 + Penalty 3149.104232 = -2059844.871017 nChanged 77 SP:Iteration 52Q (7709.059086 sec): 3 clusters Score: Raw -2063005.910228 + Penalty 3149.104232 = -2059856.805997 nChanged 71 SP:Iteration 53Q (7709.136896 sec): 3 clusters Score: Raw -2063018.103898 + Penalty 3149.104232 = -2059868.999666 nChanged 68 SP:Iteration 54Q (7709.211931 sec): 3 clusters Score: Raw -2063029.217572 + Penalty 3149.104232 = -2059880.113340 nChanged 81 SP:Iteration 55Q (7709.277035 sec): 3 clusters Score: Raw -2063042.392443 + Penalty 3149.104232 = -2059893.288212 nChanged 74 SP:Iteration 56Q (7709.349303 sec): 3 clusters Score: Raw -2063054.328244 + Penalty 3149.104232 = -2059905.224013 nChanged 73 SP:Iteration 57Q (7709.426760 sec): 3 clusters Score: Raw -2063068.055219 + Penalty 3149.104232 = -2059918.950987 nChanged 83 SP:Iteration 58Q (7709.494244 sec): 3 clusters Score: Raw -2063083.123649 + Penalty 3149.104232 = -2059934.019418 nChanged 87 SP:Iteration 59Q (7709.561191 sec): 3 clusters Score: Raw -2063098.639563 + Penalty 3149.104232 = -2059949.535331 nChanged 94 SP:Iteration 60F (7709.642757 sec): 3 clusters Score: Raw -2063118.363257 + Penalty 3149.104232 = -2059969.259025 nChanged 93 SP:Iteration 61Q (7709.720166 sec): 3 clusters Score: Raw -2063134.424882 + Penalty 3149.104232 = -2059985.320650 nChanged 78 SP:Iteration 62Q (7709.792045 sec): 3 clusters Score: Raw -2063147.243359 + Penalty 3149.104232 = -2059998.139127 nChanged 79 SP:Iteration 63Q (7709.866135 sec): 3 clusters Score: Raw -2063160.613665 + Penalty 3149.104232 = -2060011.509433 nChanged 71 SP:Iteration 64Q (7709.939418 sec): 3 clusters Score: Raw -2063173.570947 + Penalty 3149.104232 = -2060024.466715 nChanged 91 SP:Iteration 65Q (7710.005457 sec): 3 clusters Score: Raw -2063193.919090 + Penalty 3149.104232 = -2060044.814859 nChanged 98 SP:Iteration 66Q (7710.078993 sec): 3 clusters Score: Raw -2063215.563927 + Penalty 3149.104232 = -2060066.459696 nChanged 105 SP:Iteration 67Q (7710.153708 sec): 3 clusters Score: Raw -2063236.942612 + Penalty 3149.104232 = -2060087.838381 nChanged 95 SP:Iteration 68Q (7710.234229 sec): 3 clusters Score: Raw -2063256.642512 + Penalty 3149.104232 = -2060107.538280 nChanged 91 SP:Iteration 69Q (7710.297181 sec): 3 clusters Score: Raw -2063278.716781 + Penalty 3149.104232 = -2060129.612549 nChanged 97 SP:Iteration 70Q (7710.371233 sec): 3 clusters Score: Raw -2063300.947163 + Penalty 3149.104232 = -2060151.842932 nChanged 89 SP:Iteration 71Q (7710.444884 sec): 3 clusters Score: Raw -2063320.239707 + Penalty 3149.104232 = -2060171.135476 nChanged 79 SP:Iteration 72Q (7710.517289 sec): 3 clusters Score: Raw -2063335.548647 + Penalty 3149.104232 = -2060186.444416 nChanged 87 SP:Iteration 73Q (7710.581990 sec): 3 clusters Score: Raw -2063352.502280 + Penalty 3149.104232 = -2060203.398048 nChanged 77 SP:Iteration 74Q (7710.650447 sec): 3 clusters Score: Raw -2063369.204180 + Penalty 3149.104232 = -2060220.099948 nChanged 82 SP:Iteration 75Q (7710.716320 sec): 3 clusters Score: Raw -2063387.120361 + Penalty 3149.104232 = -2060238.016130 nChanged 79 SP:Iteration 76Q (7710.787067 sec): 3 clusters Score: Raw -2063401.498132 + Penalty 3149.104232 = -2060252.393900 nChanged 72 SP:Iteration 77Q (7710.853528 sec): 3 clusters Score: Raw -2063415.960590 + Penalty 3149.104232 = -2060266.856358 nChanged 88 SP:Iteration 78Q (7710.924721 sec): 3 clusters Score: Raw -2063435.939558 + Penalty 3149.104232 = -2060286.835327 nChanged 100 SP:Iteration 79Q (7710.995481 sec): 3 clusters Score: Raw -2063459.876480 + Penalty 3149.104232 = -2060310.772248 nChanged 101 SP:Iteration 80F (7711.060427 sec): 3 clusters Score: Raw -2063482.250774 + Penalty 3149.104232 = -2060333.146543 nChanged 101 SP:Iteration 81Q (7711.121335 sec): 3 clusters Score: Raw -2063507.035412 + Penalty 3149.104232 = -2060357.931180 nChanged 101 SP:Iteration 82Q (7711.187065 sec): 3 clusters Score: Raw -2063538.710494 + Penalty 3149.104232 = -2060389.606262 nChanged 125 SP:Iteration 83Q (7711.250266 sec): 3 clusters Score: Raw -2063582.157969 + Penalty 3149.104232 = -2060433.053738 nChanged 138 SP:Iteration 84Q (7711.319918 sec): 3 clusters Score: Raw -2063630.818405 + Penalty 3149.104232 = -2060481.714174 nChanged 134 SP:Iteration 85Q (7711.383320 sec): 3 clusters Score: Raw -2063673.896099 + Penalty 3149.104232 = -2060524.791868 nChanged 124 SP:Iteration 86Q (7711.451532 sec): 3 clusters Score: Raw -2063712.780420 + Penalty 3149.104232 = -2060563.676189 nChanged 130 SP:Iteration 87Q (7711.517060 sec): 3 clusters Score: Raw -2063756.737926 + Penalty 3149.104232 = -2060607.633695 nChanged 139 SP:Iteration 88Q (7711.586814 sec): 3 clusters Score: Raw -2063800.406990 + Penalty 3149.104232 = -2060651.302758 nChanged 129 SP:Iteration 89Q (7711.655000 sec): 3 clusters Score: Raw -2063845.933268 + Penalty 3149.104232 = -2060696.829037 nChanged 126 SP:Iteration 90Q (7711.736119 sec): 3 clusters Score: Raw -2063880.756420 + Penalty 3149.104232 = -2060731.652189 nChanged 93 SP:Iteration 91Q (7711.809664 sec): 3 clusters Score: Raw -2063905.087735 + Penalty 3149.104232 = -2060755.983504 nChanged 86 SP:Iteration 92Q (7711.873200 sec): 3 clusters Score: Raw -2063925.941148 + Penalty 3149.104232 = -2060776.836916 nChanged 83 SP:Iteration 93Q (7711.935295 sec): 3 clusters Score: Raw -2063945.098042 + Penalty 3149.104232 = -2060795.993811 nChanged 79 SP:Iteration 94Q (7712.004516 sec): 3 clusters Score: Raw -2063964.509704 + Penalty 3149.104232 = -2060815.405473 nChanged 75 SP:Iteration 95Q (7712.075407 sec): 3 clusters Score: Raw -2063979.836425 + Penalty 3149.104232 = -2060830.732194 nChanged 67 SP:Iteration 96Q (7712.149463 sec): 3 clusters Score: Raw -2063992.882014 + Penalty 3149.104232 = -2060843.777783 nChanged 66 SP:Iteration 97Q (7712.222631 sec): 3 clusters Score: Raw -2064005.216871 + Penalty 3149.104232 = -2060856.112639 nChanged 51 SP:Iteration 98Q (7712.303140 sec): 3 clusters Score: Raw -2064015.668918 + Penalty 3149.104232 = -2060866.564687 nChanged 51 SP:Iteration 99Q (7712.363716 sec): 3 clusters Score: Raw -2064028.302621 + Penalty 3149.104232 = -2060879.198389 nChanged 55 SP:Iteration 100F (7712.438267 sec): 3 clusters Score: Raw -2064041.525236 + Penalty 3149.104232 = -2060892.421004 nChanged 65 SP:Iteration 101Q (7712.514120 sec): 3 clusters Score: Raw -2064054.263349 + Penalty 3149.104232 = -2060905.159117 nChanged 50 SP:Iteration 102Q (7712.569231 sec): 3 clusters Score: Raw -2064063.345796 + Penalty 3149.104232 = -2060914.241564 nChanged 40 SP:Iteration 103Q (7712.648327 sec): 3 clusters Score: Raw -2064070.100339 + Penalty 3149.104232 = -2060920.996107 nChanged 39 SP:Iteration 104Q (7712.717661 sec): 3 clusters Score: Raw -2064078.126956 + Penalty 3149.104232 = -2060929.022725 nChanged 46 SP:Iteration 105Q (7712.779798 sec): 3 clusters Score: Raw -2064089.638597 + Penalty 3149.104232 = -2060940.534365 nChanged 50 SP:Iteration 106Q (7712.835637 sec): 3 clusters Score: Raw -2064101.126442 + Penalty 3149.104232 = -2060952.022210 nChanged 39 SP:Iteration 107Q (7712.899338 sec): 3 clusters Score: Raw -2064110.370962 + Penalty 3149.104232 = -2060961.266730 nChanged 41 SP:Iteration 108Q (7712.975477 sec): 3 clusters Score: Raw -2064119.258538 + Penalty 3149.104232 = -2060970.154306 nChanged 50 SP:Iteration 109Q (7713.030193 sec): 3 clusters Score: Raw -2064129.070737 + Penalty 3149.104232 = -2060979.966505 nChanged 48 SP:Iteration 110Q (7713.085318 sec): 3 clusters Score: Raw -2064139.289901 + Penalty 3149.104232 = -2060990.185669 nChanged 37 SP:Iteration 111Q (7713.150979 sec): 3 clusters Score: Raw -2064146.569079 + Penalty 3149.104232 = -2060997.464847 nChanged 29 SP:Iteration 112Q (7713.224192 sec): 3 clusters Score: Raw -2064154.065405 + Penalty 3149.104232 = -2061004.961173 nChanged 39 SP:Iteration 113Q (7713.287741 sec): 3 clusters Score: Raw -2064163.400158 + Penalty 3149.104232 = -2061014.295926 nChanged 40 SP:Iteration 114Q (7713.351437 sec): 3 clusters Score: Raw -2064172.040961 + Penalty 3149.104232 = -2061022.936730 nChanged 42 SP:Iteration 115Q (7713.406253 sec): 3 clusters Score: Raw -2064181.983945 + Penalty 3149.104232 = -2061032.879714 nChanged 38 SP:Iteration 116Q (7713.472004 sec): 3 clusters Score: Raw -2064189.185399 + Penalty 3149.104232 = -2061040.081167 nChanged 21 SP:Iteration 117Q (7713.531586 sec): 3 clusters Score: Raw -2064192.940477 + Penalty 3149.104232 = -2061043.836245 nChanged 12 SP:Iteration 118Q (7713.600863 sec): 3 clusters Score: Raw -2064194.979378 + Penalty 3149.104232 = -2061045.875147 nChanged 17 SP:Iteration 119Q (7713.668541 sec): 3 clusters Score: Raw -2064199.059457 + Penalty 3149.104232 = -2061049.955226 nChanged 19 SP:Iteration 120F (7713.742605 sec): 3 clusters Score: Raw -2064202.529637 + Penalty 3149.104232 = -2061053.425405 nChanged 11 SP:Iteration 121Q (7713.800832 sec): 3 clusters Score: Raw -2064204.301542 + Penalty 3149.104232 = -2061055.197311 nChanged 7 SP:Iteration 122Q (7713.867881 sec): 3 clusters Score: Raw -2064205.173150 + Penalty 3149.104232 = -2061056.068918 nChanged 4 SP:Iteration 123Q (7713.936852 sec): 3 clusters Score: Raw -2064205.530242 + Penalty 3149.104232 = -2061056.426010 nChanged 4 SP:Iteration 124Q (7714.014215 sec): 3 clusters Score: Raw -2064206.005595 + Penalty 3149.104232 = -2061056.901364 nChanged 4 SP:Iteration 125Q (7714.089166 sec): 3 clusters Score: Raw -2064206.773752 + Penalty 3149.104232 = -2061057.669521 nChanged 5 SP:Iteration 126Q (7714.161031 sec): 3 clusters Score: Raw -2064207.376430 + Penalty 3149.104232 = -2061058.272198 nChanged 3 SP:Iteration 127Q (7714.232694 sec): 3 clusters Score: Raw -2064207.876588 + Penalty 3149.104232 = -2061058.772356 nChanged 3 SP:Iteration 128Q (7714.304915 sec): 3 clusters Score: Raw -2064208.306657 + Penalty 3149.104232 = -2061059.202425 nChanged 4 SP:Iteration 129Q (7714.361803 sec): 3 clusters Score: Raw -2064208.680662 + Penalty 3149.104232 = -2061059.576430 nChanged 6 SP:Iteration 130Q (7714.435297 sec): 3 clusters Score: Raw -2064209.283798 + Penalty 3149.104232 = -2061060.179567 nChanged 6 SP:Iteration 131Q (7714.506720 sec): 3 clusters Score: Raw -2064210.420317 + Penalty 3149.104232 = -2061061.316086 nChanged 7 SP:Iteration 132Q (7714.576519 sec): 3 clusters Score: Raw -2064211.525540 + Penalty 3149.104232 = -2061062.421308 nChanged 4 SP:Iteration 133Q (7714.642521 sec): 3 clusters Score: Raw -2064212.044433 + Penalty 3149.104232 = -2061062.940201 nChanged 5 SP:Iteration 134Q (7714.697678 sec): 3 clusters Score: Raw -2064212.860464 + Penalty 3149.104232 = -2061063.756233 nChanged 4 SP:Iteration 135Q (7714.764381 sec): 3 clusters Score: Raw -2064213.536651 + Penalty 3149.104232 = -2061064.432419 nChanged 7 SP:Iteration 136Q (7714.833086 sec): 3 clusters Score: Raw -2064214.413144 + Penalty 3149.104232 = -2061065.308912 nChanged 3 SP:Iteration 137Q (7714.907956 sec): 3 clusters Score: Raw -2064214.731400 + Penalty 3149.104232 = -2061065.627168 nChanged 3 SP:Iteration 138Q (7714.971722 sec): 3 clusters Score: Raw -2064215.363354 + Penalty 3149.104232 = -2061066.259122 nChanged 2 SP:Iteration 139Q (7715.040719 sec): 3 clusters Score: Raw -2064215.516777 + Penalty 3149.104232 = -2061066.412545 nChanged 2 SP:Iteration 140F (7715.113624 sec): 3 clusters Score: Raw -2064215.934520 + Penalty 3149.104232 = -2061066.830288 nChanged 3 SP:Iteration 141Q (7715.175783 sec): 3 clusters Score: Raw -2064216.538136 + Penalty 3149.104232 = -2061067.433905 nChanged 5 SP:Iteration 142Q (7715.245486 sec): 3 clusters Score: Raw -2064217.161877 + Penalty 3149.104232 = -2061068.057645 nChanged 5 SP:Iteration 143Q (7715.314599 sec): 3 clusters Score: Raw -2064217.991023 + Penalty 3149.104232 = -2061068.886792 nChanged 5 SP:Iteration 144Q (7715.383256 sec): 3 clusters Score: Raw -2064218.777131 + Penalty 3149.104232 = -2061069.672900 nChanged 4 SP:Iteration 145Q (7715.452031 sec): 3 clusters Score: Raw -2064219.631236 + Penalty 3149.104232 = -2061070.527004 nChanged 8 SP:Iteration 146Q (7715.525176 sec): 3 clusters Score: Raw -2064220.609219 + Penalty 3149.104232 = -2061071.504987 nChanged 5 SP:Iteration 147Q (7715.583192 sec): 3 clusters Score: Raw -2064221.401723 + Penalty 3149.104232 = -2061072.297492 nChanged 8 SP:Iteration 148Q (7715.658797 sec): 3 clusters Score: Raw -2064222.811468 + Penalty 3149.104232 = -2061073.707236 nChanged 10 SP:Iteration 149Q (7715.719147 sec): 3 clusters Score: Raw -2064224.047460 + Penalty 3149.104232 = -2061074.943229 nChanged 9 SP:Iteration 150Q (7715.794959 sec): 3 clusters Score: Raw -2064225.380701 + Penalty 3149.104232 = -2061076.276469 nChanged 12 SP:Iteration 151Q (7715.856985 sec): 3 clusters Score: Raw -2064227.633697 + Penalty 3149.104232 = -2061078.529465 nChanged 13 SP:Iteration 152Q (7715.927957 sec): 3 clusters Score: Raw -2064229.911902 + Penalty 3149.104232 = -2061080.807670 nChanged 14 SP:Iteration 153Q (7715.998224 sec): 3 clusters Score: Raw -2064232.120161 + Penalty 3149.104232 = -2061083.015929 nChanged 16 SP:Iteration 154Q (7716.074899 sec): 3 clusters Score: Raw -2064235.550934 + Penalty 3149.104232 = -2061086.446703 nChanged 22 SP:Iteration 155Q (7716.127069 sec): 3 clusters Score: Raw -2064239.574590 + Penalty 3149.104232 = -2061090.470358 nChanged 19 SP:Iteration 156Q (7716.202437 sec): 3 clusters Score: Raw -2064243.173075 + Penalty 3149.104232 = -2061094.068843 nChanged 18 SP:Iteration 157Q (7716.273403 sec): 3 clusters Score: Raw -2064246.727420 + Penalty 3149.104232 = -2061097.623189 nChanged 23 SP:Iteration 158Q (7716.335903 sec): 3 clusters Score: Raw -2064252.044414 + Penalty 3149.104232 = -2061102.940182 nChanged 25 SP:Iteration 159Q (7716.410298 sec): 3 clusters Score: Raw -2064259.039926 + Penalty 3149.104232 = -2061109.935694 nChanged 28 SP:Iteration 160F (7716.456234 sec): 3 clusters Score: Raw -2064266.890736 + Penalty 3149.104232 = -2061117.786504 nChanged 27 SP:Iteration 161Q (7716.516908 sec): 3 clusters Score: Raw -2064272.693499 + Penalty 3149.104232 = -2061123.589267 nChanged 17 SP:Iteration 162Q (7716.550707 sec): 3 clusters Score: Raw -2064276.538223 + Penalty 3149.104232 = -2061127.433992 nChanged 16 SP:Iteration 163Q (7716.585357 sec): 3 clusters Score: Raw -2064279.980205 + Penalty 3149.104232 = -2061130.875974 nChanged 14 SP:Iteration 164Q (7716.619920 sec): 3 clusters Score: Raw -2064283.134356 + Penalty 3149.104232 = -2061134.030124 nChanged 13 SP:Iteration 165Q (7716.654646 sec): 3 clusters Score: Raw -2064286.147691 + Penalty 3149.104232 = -2061137.043459 nChanged 13 SP:Iteration 166Q (7716.697826 sec): 3 clusters Score: Raw -2064289.382400 + Penalty 3149.104232 = -2061140.278169 nChanged 14 SP:Iteration 167Q (7716.732144 sec): 3 clusters Score: Raw -2064292.274136 + Penalty 3149.104232 = -2061143.169905 nChanged 12 SP:Iteration 168Q (7716.766808 sec): 3 clusters Score: Raw -2064294.912601 + Penalty 3149.104232 = -2061145.808369 nChanged 16 SP:Iteration 169Q (7716.801376 sec): 3 clusters Score: Raw -2064298.296298 + Penalty 3149.104232 = -2061149.192067 nChanged 15 SP:Iteration 170Q (7716.835741 sec): 3 clusters Score: Raw -2064301.043516 + Penalty 3149.104232 = -2061151.939285 nChanged 10 SP:Iteration 171Q (7716.870256 sec): 3 clusters Score: Raw -2064304.016636 + Penalty 3149.104232 = -2061154.912404 nChanged 11 SP:Iteration 172Q (7716.904716 sec): 3 clusters Score: Raw -2064306.376212 + Penalty 3149.104232 = -2061157.271980 nChanged 15 SP:Iteration 173Q (7716.987161 sec): 3 clusters Score: Raw -2064309.399913 + Penalty 3149.104232 = -2061160.295682 nChanged 12 SP:Iteration 174Q (7717.048889 sec): 3 clusters Score: Raw -2064311.857211 + Penalty 3149.104232 = -2061162.752979 nChanged 11 SP:Iteration 175Q (7717.118818 sec): 3 clusters Score: Raw -2064314.550412 + Penalty 3149.104232 = -2061165.446180 nChanged 10 SP:Iteration 176Q (7717.189951 sec): 3 clusters Score: Raw -2064316.515990 + Penalty 3149.104232 = -2061167.411758 nChanged 4 SP:Iteration 177Q (7717.255529 sec): 3 clusters Score: Raw -2064317.010918 + Penalty 3149.104232 = -2061167.906687 nChanged 1 SP:Iteration 178Q (7717.315646 sec): 3 clusters Score: Raw -2064317.119563 + Penalty 3149.104232 = -2061168.015332 nChanged 1 SP:Iteration 179Q (7717.384209 sec): 3 clusters Score: Raw -2064317.239005 + Penalty 3149.104232 = -2061168.134773 nChanged 0 SP:Iteration 180F (7717.457999 sec): 3 clusters Score: Raw -2064317.239005 + Penalty 3149.104232 = -2061168.134773 nChanged 0 Trying to split cluster 13 (2914 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7717.484993 sec): 2 clusters Score: Raw -377834.101462 + Penalty 1296.308323 = -376537.793139 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7717.537401 sec): 3 clusters Score: Raw -376496.977243 + Penalty 2592.616646 = -373904.360598 nChanged 1079 SP:Iteration 1F (7717.589410 sec): 3 clusters Score: Raw -377153.856573 + Penalty 2592.616646 = -374561.239928 nChanged 214 SP:Iteration 2F (7717.640479 sec): 3 clusters Score: Raw -377278.946534 + Penalty 2592.616646 = -374686.329888 nChanged 125 SP:Iteration 3Q (7717.693940 sec): 3 clusters Score: Raw -377340.121108 + Penalty 2592.616646 = -374747.504462 nChanged 79 SP:Iteration 4Q (7717.747635 sec): 3 clusters Score: Raw -377377.945566 + Penalty 2592.616646 = -374785.328920 nChanged 70 SP:Iteration 5Q (7717.799592 sec): 3 clusters Score: Raw -377417.549513 + Penalty 2592.616646 = -374824.932867 nChanged 66 SP:Iteration 6Q (7717.851569 sec): 3 clusters Score: Raw -377459.454752 + Penalty 2592.616646 = -374866.838106 nChanged 55 SP:Iteration 7Q (7717.903241 sec): 3 clusters Score: Raw -377491.493179 + Penalty 2592.616646 = -374898.876534 nChanged 55 SP:Iteration 8Q (7717.955336 sec): 3 clusters Score: Raw -377521.331141 + Penalty 2592.616646 = -374928.714496 nChanged 60 SP:Iteration 9Q (7718.005276 sec): 3 clusters Score: Raw -377552.131834 + Penalty 2592.616646 = -374959.515189 nChanged 52 SP:Iteration 10Q (7718.057740 sec): 3 clusters Score: Raw -377582.048445 + Penalty 2592.616646 = -374989.431799 nChanged 49 SP:Iteration 11Q (7718.121627 sec): 3 clusters Score: Raw -377609.864694 + Penalty 2592.616646 = -375017.248048 nChanged 58 SP:Iteration 12Q (7718.158499 sec): 3 clusters Score: Raw -377646.369911 + Penalty 2592.616646 = -375053.753265 nChanged 56 SP:Iteration 13Q (7718.203051 sec): 3 clusters Score: Raw -377676.849553 + Penalty 2592.616646 = -375084.232907 nChanged 50 SP:Iteration 14Q (7718.250676 sec): 3 clusters Score: Raw -377700.594856 + Penalty 2592.616646 = -375107.978210 nChanged 51 SP:Iteration 15Q (7718.302955 sec): 3 clusters Score: Raw -377728.375138 + Penalty 2592.616646 = -375135.758492 nChanged 45 SP:Iteration 16Q (7718.354738 sec): 3 clusters Score: Raw -377751.049814 + Penalty 2592.616646 = -375158.433168 nChanged 37 SP:Iteration 17Q (7718.395188 sec): 3 clusters Score: Raw -377767.646502 + Penalty 2592.616646 = -375175.029856 nChanged 27 SP:Iteration 18Q (7718.437891 sec): 3 clusters Score: Raw -377780.024340 + Penalty 2592.616646 = -375187.407694 nChanged 26 SP:Iteration 19Q (7718.488375 sec): 3 clusters Score: Raw -377790.319277 + Penalty 2592.616646 = -375197.702631 nChanged 28 SP:Iteration 20F (7718.535809 sec): 3 clusters Score: Raw -377800.355690 + Penalty 2592.616646 = -375207.739044 nChanged 20 SP:Iteration 21Q (7718.584905 sec): 3 clusters Score: Raw -377810.490467 + Penalty 2592.616646 = -375217.873821 nChanged 18 SP:Iteration 22Q (7718.630961 sec): 3 clusters Score: Raw -377820.266060 + Penalty 2592.616646 = -375227.649414 nChanged 23 SP:Iteration 23Q (7718.678805 sec): 3 clusters Score: Raw -377831.558867 + Penalty 2592.616646 = -375238.942221 nChanged 28 SP:Iteration 24Q (7718.724024 sec): 3 clusters Score: Raw -377844.852838 + Penalty 2592.616646 = -375252.236193 nChanged 24 SP:Iteration 25Q (7718.772836 sec): 3 clusters Score: Raw -377857.853739 + Penalty 2592.616646 = -375265.237094 nChanged 19 SP:Iteration 26Q (7718.813135 sec): 3 clusters Score: Raw -377865.540448 + Penalty 2592.616646 = -375272.923802 nChanged 20 SP:Iteration 27Q (7718.860868 sec): 3 clusters Score: Raw -377873.407466 + Penalty 2592.616646 = -375280.790820 nChanged 22 SP:Iteration 28Q (7718.910558 sec): 3 clusters Score: Raw -377884.130090 + Penalty 2592.616646 = -375291.513444 nChanged 18 SP:Iteration 29Q (7718.962191 sec): 3 clusters Score: Raw -377890.755939 + Penalty 2592.616646 = -375298.139293 nChanged 18 SP:Iteration 30Q (7719.015903 sec): 3 clusters Score: Raw -377899.998230 + Penalty 2592.616646 = -375307.381584 nChanged 18 SP:Iteration 31Q (7719.061212 sec): 3 clusters Score: Raw -377907.579794 + Penalty 2592.616646 = -375314.963148 nChanged 21 SP:Iteration 32Q (7719.109135 sec): 3 clusters Score: Raw -377916.233194 + Penalty 2592.616646 = -375323.616549 nChanged 17 SP:Iteration 33Q (7719.157770 sec): 3 clusters Score: Raw -377923.313915 + Penalty 2592.616646 = -375330.697269 nChanged 11 SP:Iteration 34Q (7719.210267 sec): 3 clusters Score: Raw -377927.807516 + Penalty 2592.616646 = -375335.190871 nChanged 7 SP:Iteration 35Q (7719.253977 sec): 3 clusters Score: Raw -377931.032429 + Penalty 2592.616646 = -375338.415783 nChanged 11 SP:Iteration 36Q (7719.305733 sec): 3 clusters Score: Raw -377938.958698 + Penalty 2592.616646 = -375346.342052 nChanged 16 SP:Iteration 37Q (7719.359787 sec): 3 clusters Score: Raw -377944.031425 + Penalty 2592.616646 = -375351.414779 nChanged 7 SP:Iteration 38Q (7719.413484 sec): 3 clusters Score: Raw -377946.175791 + Penalty 2592.616646 = -375353.559146 nChanged 3 SP:Iteration 39Q (7719.455952 sec): 3 clusters Score: Raw -377946.782609 + Penalty 2592.616646 = -375354.165963 nChanged 3 SP:Iteration 40F (7719.508825 sec): 3 clusters Score: Raw -377947.889827 + Penalty 2592.616646 = -375355.273181 nChanged 2 SP:Iteration 41Q (7719.565409 sec): 3 clusters Score: Raw -377948.639538 + Penalty 2592.616646 = -375356.022893 nChanged 3 SP:Iteration 42Q (7719.606493 sec): 3 clusters Score: Raw -377949.359357 + Penalty 2592.616646 = -375356.742711 nChanged 1 SP:Iteration 43Q (7719.658662 sec): 3 clusters Score: Raw -377949.658842 + Penalty 2592.616646 = -375357.042196 nChanged 1 SP:Iteration 44Q (7719.712161 sec): 3 clusters Score: Raw -377949.819348 + Penalty 2592.616646 = -375357.202702 nChanged 0 SP:Iteration 45F (7719.763242 sec): 3 clusters Score: Raw -377949.819348 + Penalty 2592.616646 = -375357.202702 nChanged 0 Trying to split cluster 14 (205 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7719.787829 sec): 2 clusters Score: Raw -20395.240549 + Penalty 864.989122 = -19530.251427 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7719.836847 sec): 3 clusters Score: Raw -20635.602652 + Penalty 1729.978243 = -18905.624409 nChanged 38 SP:Iteration 1F (7719.873894 sec): 3 clusters Score: Raw -20759.863840 + Penalty 1729.978243 = -19029.885596 nChanged 11 SP:Iteration 2F (7719.922835 sec): 3 clusters Score: Raw -20827.085106 + Penalty 1729.978243 = -19097.106862 nChanged 8 SP:Iteration 3Q (7719.969626 sec): 3 clusters Score: Raw -20914.333580 + Penalty 1729.978243 = -19184.355337 nChanged 12 SP:Iteration 4F (7720.018615 sec): 3 clusters Score: Raw -20956.103031 + Penalty 1729.978243 = -19226.124788 nChanged 5 SP:Iteration 5Q (7720.067429 sec): 3 clusters Score: Raw -20998.055414 + Penalty 1729.978243 = -19268.077171 nChanged 3 SP:Iteration 6Q (7720.112747 sec): 3 clusters Score: Raw -21008.400562 + Penalty 1729.978243 = -19278.422319 nChanged 1 SP:Iteration 7Q (7720.161515 sec): 3 clusters Score: Raw -21013.596883 + Penalty 1729.978243 = -19283.618640 nChanged 0 SP:Iteration 8F (7720.209022 sec): 3 clusters Score: Raw -21013.596883 + Penalty 1729.978243 = -19283.618640 nChanged 0 Trying to split cluster 15 (29993 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7720.272324 sec): 2 clusters Score: Raw -3959231.658918 + Penalty 1675.166886 = -3957556.492032 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7720.370670 sec): 3 clusters Score: Raw -3940871.580673 + Penalty 3350.333773 = -3937521.246900 nChanged 13795 SP:Iteration 1F (7720.466624 sec): 3 clusters Score: Raw -3948666.120913 + Penalty 3350.333773 = -3945315.787141 nChanged 1570 SP:Iteration 2F (7720.560951 sec): 3 clusters Score: Raw -3949333.444693 + Penalty 3350.333773 = -3945983.110920 nChanged 1589 SP:Iteration 3F (7720.655405 sec): 3 clusters Score: Raw -3950135.421410 + Penalty 3350.333773 = -3946785.087638 nChanged 1734 SP:Iteration 4F (7720.748452 sec): 3 clusters Score: Raw -3951269.409407 + Penalty 3350.333773 = -3947919.075634 nChanged 1829 SP:Iteration 5F (7720.831626 sec): 3 clusters Score: Raw -3952646.447844 + Penalty 3350.333773 = -3949296.114072 nChanged 2033 SP:Iteration 6F (7720.928781 sec): 3 clusters Score: Raw -3954336.498473 + Penalty 3350.333773 = -3950986.164700 nChanged 2086 SP:Iteration 7F (7721.027360 sec): 3 clusters Score: Raw -3956002.758395 + Penalty 3350.333773 = -3952652.424623 nChanged 1806 SP:Iteration 8F (7721.113048 sec): 3 clusters Score: Raw -3957107.370259 + Penalty 3350.333773 = -3953757.036487 nChanged 1269 SP:Iteration 9Q (7721.214143 sec): 3 clusters Score: Raw -3957709.107035 + Penalty 3350.333773 = -3954358.773263 nChanged 876 SP:Iteration 10Q (7721.314487 sec): 3 clusters Score: Raw -3958049.817448 + Penalty 3350.333773 = -3954699.483675 nChanged 626 SP:Iteration 11Q (7721.410564 sec): 3 clusters Score: Raw -3958284.052181 + Penalty 3350.333773 = -3954933.718409 nChanged 545 SP:Iteration 12Q (7721.515804 sec): 3 clusters Score: Raw -3958464.685827 + Penalty 3350.333773 = -3955114.352054 nChanged 466 SP:Iteration 13Q (7721.601831 sec): 3 clusters Score: Raw -3958613.399541 + Penalty 3350.333773 = -3955263.065768 nChanged 416 SP:Iteration 14Q (7721.709152 sec): 3 clusters Score: Raw -3958734.413071 + Penalty 3350.333773 = -3955384.079298 nChanged 353 SP:Iteration 15Q (7721.805292 sec): 3 clusters Score: Raw -3958837.006679 + Penalty 3350.333773 = -3955486.672906 nChanged 310 SP:Iteration 16Q (7721.884749 sec): 3 clusters Score: Raw -3958922.133311 + Penalty 3350.333773 = -3955571.799539 nChanged 311 SP:Iteration 17Q (7721.979715 sec): 3 clusters Score: Raw -3959014.677561 + Penalty 3350.333773 = -3955664.343789 nChanged 291 SP:Iteration 18Q (7722.067487 sec): 3 clusters Score: Raw -3959105.476836 + Penalty 3350.333773 = -3955755.143063 nChanged 278 SP:Iteration 19Q (7722.160148 sec): 3 clusters Score: Raw -3959199.880502 + Penalty 3350.333773 = -3955849.546730 nChanged 285 SP:Iteration 20F (7722.253144 sec): 3 clusters Score: Raw -3959326.653486 + Penalty 3350.333773 = -3955976.319713 nChanged 295 SP:Iteration 21Q (7722.338244 sec): 3 clusters Score: Raw -3959523.932339 + Penalty 3350.333773 = -3956173.598567 nChanged 331 SP:Iteration 22Q (7722.417126 sec): 3 clusters Score: Raw -3959746.128901 + Penalty 3350.333773 = -3956395.795128 nChanged 307 SP:Iteration 23Q (7722.507474 sec): 3 clusters Score: Raw -3959887.942747 + Penalty 3350.333773 = -3956537.608975 nChanged 252 SP:Iteration 24Q (7722.598746 sec): 3 clusters Score: Raw -3959971.941701 + Penalty 3350.333773 = -3956621.607928 nChanged 207 SP:Iteration 25Q (7722.655232 sec): 3 clusters Score: Raw -3960020.253355 + Penalty 3350.333773 = -3956669.919583 nChanged 172 SP:Iteration 26Q (7722.747910 sec): 3 clusters Score: Raw -3960054.673206 + Penalty 3350.333773 = -3956704.339433 nChanged 140 SP:Iteration 27Q (7722.848803 sec): 3 clusters Score: Raw -3960077.426175 + Penalty 3350.333773 = -3956727.092402 nChanged 95 SP:Iteration 28Q (7722.946941 sec): 3 clusters Score: Raw -3960090.674611 + Penalty 3350.333773 = -3956740.340839 nChanged 93 SP:Iteration 29Q (7723.044344 sec): 3 clusters Score: Raw -3960101.065883 + Penalty 3350.333773 = -3956750.732111 nChanged 68 SP:Iteration 30Q (7723.141543 sec): 3 clusters Score: Raw -3960107.790795 + Penalty 3350.333773 = -3956757.457023 nChanged 65 SP:Iteration 31Q (7723.236676 sec): 3 clusters Score: Raw -3960114.734575 + Penalty 3350.333773 = -3956764.400802 nChanged 62 SP:Iteration 32Q (7723.319074 sec): 3 clusters Score: Raw -3960120.730054 + Penalty 3350.333773 = -3956770.396281 nChanged 59 SP:Iteration 33Q (7723.416868 sec): 3 clusters Score: Raw -3960125.623290 + Penalty 3350.333773 = -3956775.289518 nChanged 55 SP:Iteration 34Q (7723.523021 sec): 3 clusters Score: Raw -3960130.388055 + Penalty 3350.333773 = -3956780.054283 nChanged 46 SP:Iteration 35Q (7723.617259 sec): 3 clusters Score: Raw -3960135.251019 + Penalty 3350.333773 = -3956784.917247 nChanged 51 SP:Iteration 36Q (7723.697898 sec): 3 clusters Score: Raw -3960141.141776 + Penalty 3350.333773 = -3956790.808003 nChanged 61 SP:Iteration 37Q (7723.792446 sec): 3 clusters Score: Raw -3960148.755053 + Penalty 3350.333773 = -3956798.421280 nChanged 69 SP:Iteration 38Q (7723.896473 sec): 3 clusters Score: Raw -3960157.916481 + Penalty 3350.333773 = -3956807.582709 nChanged 78 SP:Iteration 39Q (7723.953230 sec): 3 clusters Score: Raw -3960166.467713 + Penalty 3350.333773 = -3956816.133940 nChanged 68 SP:Iteration 40F (7724.010471 sec): 3 clusters Score: Raw -3960173.581166 + Penalty 3350.333773 = -3956823.247394 nChanged 70 SP:Iteration 41Q (7724.102335 sec): 3 clusters Score: Raw -3960181.572284 + Penalty 3350.333773 = -3956831.238512 nChanged 79 SP:Iteration 42Q (7724.195353 sec): 3 clusters Score: Raw -3960191.133656 + Penalty 3350.333773 = -3956840.799883 nChanged 71 SP:Iteration 43Q (7724.273443 sec): 3 clusters Score: Raw -3960199.129592 + Penalty 3350.333773 = -3956848.795820 nChanged 77 SP:Iteration 44Q (7724.364246 sec): 3 clusters Score: Raw -3960207.532425 + Penalty 3350.333773 = -3956857.198653 nChanged 71 SP:Iteration 45Q (7724.454218 sec): 3 clusters Score: Raw -3960215.515067 + Penalty 3350.333773 = -3956865.181294 nChanged 64 SP:Iteration 46Q (7724.544808 sec): 3 clusters Score: Raw -3960222.369604 + Penalty 3350.333773 = -3956872.035832 nChanged 58 SP:Iteration 47Q (7724.634683 sec): 3 clusters Score: Raw -3960228.171183 + Penalty 3350.333773 = -3956877.837410 nChanged 56 SP:Iteration 48Q (7724.729522 sec): 3 clusters Score: Raw -3960233.253566 + Penalty 3350.333773 = -3956882.919793 nChanged 57 SP:Iteration 49Q (7724.810271 sec): 3 clusters Score: Raw -3960238.365152 + Penalty 3350.333773 = -3956888.031380 nChanged 42 SP:Iteration 50Q (7724.910221 sec): 3 clusters Score: Raw -3960241.856442 + Penalty 3350.333773 = -3956891.522670 nChanged 37 SP:Iteration 51Q (7725.002555 sec): 3 clusters Score: Raw -3960244.859891 + Penalty 3350.333773 = -3956894.526119 nChanged 30 SP:Iteration 52Q (7725.061816 sec): 3 clusters Score: Raw -3960246.796956 + Penalty 3350.333773 = -3956896.463183 nChanged 34 SP:Iteration 53Q (7725.151008 sec): 3 clusters Score: Raw -3960249.682173 + Penalty 3350.333773 = -3956899.348400 nChanged 39 SP:Iteration 54Q (7725.233987 sec): 3 clusters Score: Raw -3960252.775306 + Penalty 3350.333773 = -3956902.441534 nChanged 41 SP:Iteration 55Q (7725.334602 sec): 3 clusters Score: Raw -3960256.226995 + Penalty 3350.333773 = -3956905.893223 nChanged 38 SP:Iteration 56Q (7725.434422 sec): 3 clusters Score: Raw -3960259.315360 + Penalty 3350.333773 = -3956908.981587 nChanged 33 SP:Iteration 57Q (7725.529153 sec): 3 clusters Score: Raw -3960261.437084 + Penalty 3350.333773 = -3956911.103311 nChanged 29 SP:Iteration 58Q (7725.613729 sec): 3 clusters Score: Raw -3960263.604800 + Penalty 3350.333773 = -3956913.271027 nChanged 28 SP:Iteration 59Q (7725.706743 sec): 3 clusters Score: Raw -3960265.598140 + Penalty 3350.333773 = -3956915.264367 nChanged 25 SP:Iteration 60F (7725.812242 sec): 3 clusters Score: Raw -3960267.088373 + Penalty 3350.333773 = -3956916.754601 nChanged 18 SP:Iteration 61Q (7725.898353 sec): 3 clusters Score: Raw -3960268.143430 + Penalty 3350.333773 = -3956917.809658 nChanged 15 SP:Iteration 62Q (7725.993807 sec): 3 clusters Score: Raw -3960268.859782 + Penalty 3350.333773 = -3956918.526010 nChanged 12 SP:Iteration 63Q (7726.087454 sec): 3 clusters Score: Raw -3960269.669358 + Penalty 3350.333773 = -3956919.335585 nChanged 19 SP:Iteration 64Q (7726.173918 sec): 3 clusters Score: Raw -3960271.177801 + Penalty 3350.333773 = -3956920.844029 nChanged 18 SP:Iteration 65Q (7726.266789 sec): 3 clusters Score: Raw -3960272.460010 + Penalty 3350.333773 = -3956922.126237 nChanged 15 SP:Iteration 66Q (7726.344452 sec): 3 clusters Score: Raw -3960273.596536 + Penalty 3350.333773 = -3956923.262763 nChanged 16 SP:Iteration 67Q (7726.432233 sec): 3 clusters Score: Raw -3960274.608995 + Penalty 3350.333773 = -3956924.275222 nChanged 21 SP:Iteration 68Q (7726.516034 sec): 3 clusters Score: Raw -3960275.980421 + Penalty 3350.333773 = -3956925.646648 nChanged 23 SP:Iteration 69Q (7726.598704 sec): 3 clusters Score: Raw -3960277.575281 + Penalty 3350.333773 = -3956927.241508 nChanged 21 SP:Iteration 70Q (7726.687381 sec): 3 clusters Score: Raw -3960278.906096 + Penalty 3350.333773 = -3956928.572323 nChanged 20 SP:Iteration 71Q (7726.766963 sec): 3 clusters Score: Raw -3960280.769992 + Penalty 3350.333773 = -3956930.436220 nChanged 30 SP:Iteration 72Q (7726.850548 sec): 3 clusters Score: Raw -3960283.607611 + Penalty 3350.333773 = -3956933.273839 nChanged 20 SP:Iteration 73Q (7726.933618 sec): 3 clusters Score: Raw -3960285.017206 + Penalty 3350.333773 = -3956934.683434 nChanged 21 SP:Iteration 74Q (7727.025388 sec): 3 clusters Score: Raw -3960286.396602 + Penalty 3350.333773 = -3956936.062830 nChanged 16 SP:Iteration 75Q (7727.120336 sec): 3 clusters Score: Raw -3960287.376866 + Penalty 3350.333773 = -3956937.043093 nChanged 17 SP:Iteration 76Q (7727.209284 sec): 3 clusters Score: Raw -3960288.748935 + Penalty 3350.333773 = -3956938.415163 nChanged 13 SP:Iteration 77Q (7727.316458 sec): 3 clusters Score: Raw -3960289.624963 + Penalty 3350.333773 = -3956939.291191 nChanged 8 SP:Iteration 78Q (7727.402484 sec): 3 clusters Score: Raw -3960290.182879 + Penalty 3350.333773 = -3956939.849107 nChanged 9 SP:Iteration 79Q (7727.493750 sec): 3 clusters Score: Raw -3960290.693239 + Penalty 3350.333773 = -3956940.359466 nChanged 7 SP:Iteration 80F (7727.584358 sec): 3 clusters Score: Raw -3960291.294314 + Penalty 3350.333773 = -3956940.960542 nChanged 5 SP:Iteration 81Q (7727.677587 sec): 3 clusters Score: Raw -3960291.472839 + Penalty 3350.333773 = -3956941.139067 nChanged 3 SP:Iteration 82Q (7727.768911 sec): 3 clusters Score: Raw -3960291.610557 + Penalty 3350.333773 = -3956941.276784 nChanged 2 SP:Iteration 83Q (7727.874011 sec): 3 clusters Score: Raw -3960291.738060 + Penalty 3350.333773 = -3956941.404287 nChanged 0 SP:Iteration 84F (7727.961187 sec): 3 clusters Score: Raw -3960291.738060 + Penalty 3350.333773 = -3956941.404287 nChanged 0 Trying to split cluster 16 (5968 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7728.009983 sec): 2 clusters Score: Raw -814767.575003 + Penalty 1412.802161 = -813354.772842 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7728.046385 sec): 3 clusters Score: Raw -811693.849818 + Penalty 2825.604321 = -808868.245497 nChanged 2439 SP:Iteration 1F (7728.097974 sec): 3 clusters Score: Raw -813009.833227 + Penalty 2825.604321 = -810184.228905 nChanged 355 SP:Iteration 2F (7728.145231 sec): 3 clusters Score: Raw -813176.849519 + Penalty 2825.604321 = -810351.245198 nChanged 258 SP:Iteration 3Q (7728.194111 sec): 3 clusters Score: Raw -813272.439696 + Penalty 2825.604321 = -810446.835375 nChanged 191 SP:Iteration 4Q (7728.249043 sec): 3 clusters Score: Raw -813342.461329 + Penalty 2825.604321 = -810516.857008 nChanged 166 SP:Iteration 5Q (7728.308251 sec): 3 clusters Score: Raw -813407.620056 + Penalty 2825.604321 = -810582.015735 nChanged 158 SP:Iteration 6Q (7728.362982 sec): 3 clusters Score: Raw -813467.729267 + Penalty 2825.604321 = -810642.124946 nChanged 153 SP:Iteration 7Q (7728.409672 sec): 3 clusters Score: Raw -813535.043582 + Penalty 2825.604321 = -810709.439260 nChanged 140 SP:Iteration 8Q (7728.468922 sec): 3 clusters Score: Raw -813588.059492 + Penalty 2825.604321 = -810762.455171 nChanged 125 SP:Iteration 9Q (7728.528184 sec): 3 clusters Score: Raw -813636.489918 + Penalty 2825.604321 = -810810.885597 nChanged 133 SP:Iteration 10Q (7728.585990 sec): 3 clusters Score: Raw -813684.736120 + Penalty 2825.604321 = -810859.131799 nChanged 119 SP:Iteration 11Q (7728.637329 sec): 3 clusters Score: Raw -813722.103174 + Penalty 2825.604321 = -810896.498853 nChanged 105 SP:Iteration 12Q (7728.689844 sec): 3 clusters Score: Raw -813753.643628 + Penalty 2825.604321 = -810928.039307 nChanged 101 SP:Iteration 13Q (7728.746884 sec): 3 clusters Score: Raw -813790.857725 + Penalty 2825.604321 = -810965.253404 nChanged 97 SP:Iteration 14Q (7728.805082 sec): 3 clusters Score: Raw -813822.860595 + Penalty 2825.604321 = -810997.256274 nChanged 96 SP:Iteration 15Q (7728.852446 sec): 3 clusters Score: Raw -813855.902595 + Penalty 2825.604321 = -811030.298274 nChanged 104 SP:Iteration 16Q (7728.910574 sec): 3 clusters Score: Raw -813899.930166 + Penalty 2825.604321 = -811074.325845 nChanged 116 SP:Iteration 17Q (7728.968589 sec): 3 clusters Score: Raw -813951.510684 + Penalty 2825.604321 = -811125.906363 nChanged 115 SP:Iteration 18Q (7729.022185 sec): 3 clusters Score: Raw -813994.834142 + Penalty 2825.604321 = -811169.229821 nChanged 103 SP:Iteration 19Q (7729.080145 sec): 3 clusters Score: Raw -814032.837301 + Penalty 2825.604321 = -811207.232980 nChanged 100 SP:Iteration 20F (7729.138327 sec): 3 clusters Score: Raw -814072.916620 + Penalty 2825.604321 = -811247.312299 nChanged 107 SP:Iteration 21Q (7729.207807 sec): 3 clusters Score: Raw -814117.855220 + Penalty 2825.604321 = -811292.250899 nChanged 106 SP:Iteration 22Q (7729.251784 sec): 3 clusters Score: Raw -814161.643070 + Penalty 2825.604321 = -811336.038749 nChanged 99 SP:Iteration 23Q (7729.303592 sec): 3 clusters Score: Raw -814203.735898 + Penalty 2825.604321 = -811378.131577 nChanged 107 SP:Iteration 24Q (7729.361847 sec): 3 clusters Score: Raw -814248.174232 + Penalty 2825.604321 = -811422.569911 nChanged 100 SP:Iteration 25Q (7729.419725 sec): 3 clusters Score: Raw -814289.732213 + Penalty 2825.604321 = -811464.127892 nChanged 96 SP:Iteration 26Q (7729.478550 sec): 3 clusters Score: Raw -814336.490039 + Penalty 2825.604321 = -811510.885718 nChanged 101 SP:Iteration 27Q (7729.536450 sec): 3 clusters Score: Raw -814387.919916 + Penalty 2825.604321 = -811562.315595 nChanged 89 SP:Iteration 28Q (7729.594724 sec): 3 clusters Score: Raw -814429.569592 + Penalty 2825.604321 = -811603.965270 nChanged 85 SP:Iteration 29Q (7729.652959 sec): 3 clusters Score: Raw -814472.686358 + Penalty 2825.604321 = -811647.082037 nChanged 75 SP:Iteration 30Q (7729.710382 sec): 3 clusters Score: Raw -814523.814580 + Penalty 2825.604321 = -811698.210259 nChanged 87 SP:Iteration 31Q (7729.759764 sec): 3 clusters Score: Raw -814576.277622 + Penalty 2825.604321 = -811750.673301 nChanged 62 SP:Iteration 32Q (7729.822225 sec): 3 clusters Score: Raw -814609.771704 + Penalty 2825.604321 = -811784.167383 nChanged 63 SP:Iteration 33Q (7729.877614 sec): 3 clusters Score: Raw -814646.827480 + Penalty 2825.604321 = -811821.223159 nChanged 64 SP:Iteration 34Q (7729.931293 sec): 3 clusters Score: Raw -814677.580097 + Penalty 2825.604321 = -811851.975776 nChanged 49 SP:Iteration 35Q (7729.985142 sec): 3 clusters Score: Raw -814697.854193 + Penalty 2825.604321 = -811872.249872 nChanged 57 SP:Iteration 36Q (7730.028954 sec): 3 clusters Score: Raw -814731.701437 + Penalty 2825.604321 = -811906.097116 nChanged 55 SP:Iteration 37Q (7730.089878 sec): 3 clusters Score: Raw -814763.011111 + Penalty 2825.604321 = -811937.406790 nChanged 50 SP:Iteration 38Q (7730.138560 sec): 3 clusters Score: Raw -814795.102133 + Penalty 2825.604321 = -811969.497812 nChanged 39 SP:Iteration 39Q (7730.195119 sec): 3 clusters Score: Raw -814820.160312 + Penalty 2825.604321 = -811994.555991 nChanged 35 SP:Iteration 40F (7730.255184 sec): 3 clusters Score: Raw -814835.535943 + Penalty 2825.604321 = -812009.931622 nChanged 33 SP:Iteration 41Q (7730.301155 sec): 3 clusters Score: Raw -814849.344903 + Penalty 2825.604321 = -812023.740582 nChanged 25 SP:Iteration 42Q (7730.355646 sec): 3 clusters Score: Raw -814863.385791 + Penalty 2825.604321 = -812037.781470 nChanged 26 SP:Iteration 43Q (7730.402996 sec): 3 clusters Score: Raw -814879.594541 + Penalty 2825.604321 = -812053.990220 nChanged 29 SP:Iteration 44Q (7730.455377 sec): 3 clusters Score: Raw -814893.378890 + Penalty 2825.604321 = -812067.774569 nChanged 22 SP:Iteration 45Q (7730.510544 sec): 3 clusters Score: Raw -814903.911774 + Penalty 2825.604321 = -812078.307453 nChanged 26 SP:Iteration 46Q (7730.558717 sec): 3 clusters Score: Raw -814923.991945 + Penalty 2825.604321 = -812098.387624 nChanged 22 SP:Iteration 47Q (7730.609416 sec): 3 clusters Score: Raw -814938.049870 + Penalty 2825.604321 = -812112.445549 nChanged 19 SP:Iteration 48Q (7730.666678 sec): 3 clusters Score: Raw -814947.233078 + Penalty 2825.604321 = -812121.628757 nChanged 14 SP:Iteration 49Q (7730.725006 sec): 3 clusters Score: Raw -814955.501833 + Penalty 2825.604321 = -812129.897512 nChanged 16 SP:Iteration 50Q (7730.782323 sec): 3 clusters Score: Raw -814965.998486 + Penalty 2825.604321 = -812140.394165 nChanged 23 SP:Iteration 51Q (7730.837184 sec): 3 clusters Score: Raw -814979.855057 + Penalty 2825.604321 = -812154.250736 nChanged 15 SP:Iteration 52Q (7730.893513 sec): 3 clusters Score: Raw -814986.316509 + Penalty 2825.604321 = -812160.712188 nChanged 11 SP:Iteration 53Q (7730.949533 sec): 3 clusters Score: Raw -814992.537698 + Penalty 2825.604321 = -812166.933377 nChanged 10 SP:Iteration 54Q (7731.006051 sec): 3 clusters Score: Raw -814996.807185 + Penalty 2825.604321 = -812171.202864 nChanged 8 SP:Iteration 55Q (7731.064661 sec): 3 clusters Score: Raw -815000.366965 + Penalty 2825.604321 = -812174.762644 nChanged 7 SP:Iteration 56Q (7731.118368 sec): 3 clusters Score: Raw -815003.634219 + Penalty 2825.604321 = -812178.029898 nChanged 5 SP:Iteration 57Q (7731.171864 sec): 3 clusters Score: Raw -815006.173080 + Penalty 2825.604321 = -812180.568759 nChanged 4 SP:Iteration 58Q (7731.222907 sec): 3 clusters Score: Raw -815009.137525 + Penalty 2825.604321 = -812183.533204 nChanged 5 SP:Iteration 59Q (7731.279168 sec): 3 clusters Score: Raw -815011.611735 + Penalty 2825.604321 = -812186.007414 nChanged 4 SP:Iteration 60F (7731.337478 sec): 3 clusters Score: Raw -815013.028633 + Penalty 2825.604321 = -812187.424312 nChanged 2 SP:Iteration 61Q (7731.391200 sec): 3 clusters Score: Raw -815013.737507 + Penalty 2825.604321 = -812188.133186 nChanged 2 SP:Iteration 62Q (7731.443670 sec): 3 clusters Score: Raw -815014.770023 + Penalty 2825.604321 = -812189.165702 nChanged 3 SP:Iteration 63Q (7731.500258 sec): 3 clusters Score: Raw -815016.038382 + Penalty 2825.604321 = -812190.434061 nChanged 4 SP:Iteration 64Q (7731.556725 sec): 3 clusters Score: Raw -815017.592080 + Penalty 2825.604321 = -812191.987759 nChanged 1 SP:Iteration 65Q (7731.612795 sec): 3 clusters Score: Raw -815017.942610 + Penalty 2825.604321 = -812192.338289 nChanged 1 SP:Iteration 66Q (7731.669115 sec): 3 clusters Score: Raw -815018.213562 + Penalty 2825.604321 = -812192.609241 nChanged 0 SP:Iteration 67F (7731.739475 sec): 3 clusters Score: Raw -815018.213562 + Penalty 2825.604321 = -812192.609241 nChanged 0 Trying to split cluster 17 (1075 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7731.757421 sec): 2 clusters Score: Raw -116001.950751 + Penalty 1134.262340 = -114867.688411 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7731.796244 sec): 3 clusters Score: Raw -115678.604656 + Penalty 2268.524681 = -113410.079976 nChanged 301 SP:Iteration 1F (7731.836083 sec): 3 clusters Score: Raw -116006.039620 + Penalty 2268.524681 = -113737.514939 nChanged 109 SP:Iteration 2F (7731.886247 sec): 3 clusters Score: Raw -116186.033463 + Penalty 2268.524681 = -113917.508782 nChanged 79 SP:Iteration 3F (7731.944360 sec): 3 clusters Score: Raw -116315.382106 + Penalty 2268.524681 = -114046.857425 nChanged 50 SP:Iteration 4Q (7731.982899 sec): 3 clusters Score: Raw -116380.159294 + Penalty 2268.524681 = -114111.634614 nChanged 31 SP:Iteration 5Q (7732.026019 sec): 3 clusters Score: Raw -116428.936665 + Penalty 2268.524681 = -114160.411984 nChanged 27 SP:Iteration 6Q (7732.062556 sec): 3 clusters Score: Raw -116475.713379 + Penalty 2268.524681 = -114207.188698 nChanged 26 SP:Iteration 7Q (7732.103435 sec): 3 clusters Score: Raw -116517.842328 + Penalty 2268.524681 = -114249.317647 nChanged 18 SP:Iteration 8Q (7732.109421 sec): 3 clusters Score: Raw -116541.816851 + Penalty 2268.524681 = -114273.292170 nChanged 11 SP:Iteration 9Q (7732.114979 sec): 3 clusters Score: Raw -116550.179887 + Penalty 2268.524681 = -114281.655206 nChanged 7 SP:Iteration 10Q (7732.120515 sec): 3 clusters Score: Raw -116555.246161 + Penalty 2268.524681 = -114286.721480 nChanged 1 SP:Iteration 11Q (7732.126071 sec): 3 clusters Score: Raw -116556.883850 + Penalty 2268.524681 = -114288.359169 nChanged 1 SP:Iteration 12Q (7732.131608 sec): 3 clusters Score: Raw -116557.596412 + Penalty 2268.524681 = -114289.071731 nChanged 0 SP:Iteration 13F (7732.137303 sec): 3 clusters Score: Raw -116557.596412 + Penalty 2268.524681 = -114289.071731 nChanged 0 Trying to split cluster 18 (5183 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7732.177997 sec): 2 clusters Score: Raw -701248.582514 + Penalty 1389.885139 = -699858.697375 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7732.222817 sec): 3 clusters Score: Raw -698594.070101 + Penalty 2779.770278 = -695814.299823 nChanged 2087 SP:Iteration 1F (7732.282137 sec): 3 clusters Score: Raw -699755.928793 + Penalty 2779.770278 = -696976.158515 nChanged 399 SP:Iteration 2F (7732.335155 sec): 3 clusters Score: Raw -700044.403579 + Penalty 2779.770278 = -697264.633300 nChanged 354 SP:Iteration 3F (7732.379581 sec): 3 clusters Score: Raw -700316.759788 + Penalty 2779.770278 = -697536.989510 nChanged 307 SP:Iteration 4F (7732.422246 sec): 3 clusters Score: Raw -700565.075250 + Penalty 2779.770278 = -697785.304971 nChanged 303 SP:Iteration 5F (7732.481332 sec): 3 clusters Score: Raw -700785.068497 + Penalty 2779.770278 = -698005.298219 nChanged 267 SP:Iteration 6F (7732.525030 sec): 3 clusters Score: Raw -700976.669731 + Penalty 2779.770278 = -698196.899452 nChanged 213 SP:Iteration 7Q (7732.585876 sec): 3 clusters Score: Raw -701117.475057 + Penalty 2779.770278 = -698337.704779 nChanged 176 SP:Iteration 8Q (7732.634911 sec): 3 clusters Score: Raw -701224.397083 + Penalty 2779.770278 = -698444.626804 nChanged 134 SP:Iteration 9Q (7732.691966 sec): 3 clusters Score: Raw -701288.892945 + Penalty 2779.770278 = -698509.122666 nChanged 101 SP:Iteration 10Q (7732.746419 sec): 3 clusters Score: Raw -701337.076618 + Penalty 2779.770278 = -698557.306339 nChanged 77 SP:Iteration 11Q (7732.799742 sec): 3 clusters Score: Raw -701373.010289 + Penalty 2779.770278 = -698593.240010 nChanged 63 SP:Iteration 12Q (7732.839020 sec): 3 clusters Score: Raw -701402.536903 + Penalty 2779.770278 = -698622.766625 nChanged 58 SP:Iteration 13Q (7732.900565 sec): 3 clusters Score: Raw -701428.816978 + Penalty 2779.770278 = -698649.046700 nChanged 60 SP:Iteration 14Q (7732.952641 sec): 3 clusters Score: Raw -701455.522601 + Penalty 2779.770278 = -698675.752323 nChanged 48 SP:Iteration 15Q (7733.007137 sec): 3 clusters Score: Raw -701474.589173 + Penalty 2779.770278 = -698694.818895 nChanged 47 SP:Iteration 16Q (7733.057669 sec): 3 clusters Score: Raw -701494.589055 + Penalty 2779.770278 = -698714.818776 nChanged 44 SP:Iteration 17Q (7733.106703 sec): 3 clusters Score: Raw -701516.872998 + Penalty 2779.770278 = -698737.102720 nChanged 49 SP:Iteration 18Q (7733.167203 sec): 3 clusters Score: Raw -701539.935679 + Penalty 2779.770278 = -698760.165401 nChanged 56 SP:Iteration 19Q (7733.218358 sec): 3 clusters Score: Raw -701563.412765 + Penalty 2779.770278 = -698783.642486 nChanged 41 SP:Iteration 20F (7733.250959 sec): 3 clusters Score: Raw -701582.084694 + Penalty 2779.770278 = -698802.314415 nChanged 43 SP:Iteration 21Q (7733.317949 sec): 3 clusters Score: Raw -701602.014631 + Penalty 2779.770278 = -698822.244352 nChanged 33 SP:Iteration 22Q (7733.363840 sec): 3 clusters Score: Raw -701613.206496 + Penalty 2779.770278 = -698833.436218 nChanged 26 SP:Iteration 23Q (7733.420902 sec): 3 clusters Score: Raw -701621.896221 + Penalty 2779.770278 = -698842.125943 nChanged 25 SP:Iteration 24Q (7733.478514 sec): 3 clusters Score: Raw -701631.071002 + Penalty 2779.770278 = -698851.300724 nChanged 23 SP:Iteration 25Q (7733.530668 sec): 3 clusters Score: Raw -701639.600163 + Penalty 2779.770278 = -698859.829884 nChanged 18 SP:Iteration 26Q (7733.587054 sec): 3 clusters Score: Raw -701647.813428 + Penalty 2779.770278 = -698868.043150 nChanged 17 SP:Iteration 27Q (7733.633324 sec): 3 clusters Score: Raw -701653.511637 + Penalty 2779.770278 = -698873.741359 nChanged 11 SP:Iteration 28Q (7733.684920 sec): 3 clusters Score: Raw -701657.522244 + Penalty 2779.770278 = -698877.751966 nChanged 12 SP:Iteration 29Q (7733.741452 sec): 3 clusters Score: Raw -701663.184132 + Penalty 2779.770278 = -698883.413854 nChanged 8 SP:Iteration 30Q (7733.787788 sec): 3 clusters Score: Raw -701666.663533 + Penalty 2779.770278 = -698886.893254 nChanged 8 SP:Iteration 31Q (7733.843916 sec): 3 clusters Score: Raw -701669.409358 + Penalty 2779.770278 = -698889.639080 nChanged 7 SP:Iteration 32Q (7733.899776 sec): 3 clusters Score: Raw -701672.518584 + Penalty 2779.770278 = -698892.748305 nChanged 8 SP:Iteration 33Q (7733.955117 sec): 3 clusters Score: Raw -701674.678564 + Penalty 2779.770278 = -698894.908286 nChanged 5 SP:Iteration 34Q (7734.022407 sec): 3 clusters Score: Raw -701675.816151 + Penalty 2779.770278 = -698896.045872 nChanged 5 SP:Iteration 35Q (7734.066735 sec): 3 clusters Score: Raw -701677.361911 + Penalty 2779.770278 = -698897.591632 nChanged 6 SP:Iteration 36Q (7734.122059 sec): 3 clusters Score: Raw -701679.220496 + Penalty 2779.770278 = -698899.450218 nChanged 7 SP:Iteration 37Q (7734.177194 sec): 3 clusters Score: Raw -701682.140900 + Penalty 2779.770278 = -698902.370622 nChanged 6 SP:Iteration 38Q (7734.232234 sec): 3 clusters Score: Raw -701683.705961 + Penalty 2779.770278 = -698903.935682 nChanged 5 SP:Iteration 39Q (7734.287688 sec): 3 clusters Score: Raw -701685.376685 + Penalty 2779.770278 = -698905.606407 nChanged 5 SP:Iteration 40F (7734.345109 sec): 3 clusters Score: Raw -701687.476552 + Penalty 2779.770278 = -698907.706274 nChanged 5 SP:Iteration 41Q (7734.398564 sec): 3 clusters Score: Raw -701689.136959 + Penalty 2779.770278 = -698909.366681 nChanged 7 SP:Iteration 42Q (7734.446291 sec): 3 clusters Score: Raw -701691.737229 + Penalty 2779.770278 = -698911.966950 nChanged 6 SP:Iteration 43Q (7734.492272 sec): 3 clusters Score: Raw -701693.252179 + Penalty 2779.770278 = -698913.481901 nChanged 3 SP:Iteration 44Q (7734.550753 sec): 3 clusters Score: Raw -701694.199718 + Penalty 2779.770278 = -698914.429440 nChanged 3 SP:Iteration 45Q (7734.603151 sec): 3 clusters Score: Raw -701695.054184 + Penalty 2779.770278 = -698915.283906 nChanged 8 SP:Iteration 46Q (7734.648606 sec): 3 clusters Score: Raw -701697.526086 + Penalty 2779.770278 = -698917.755808 nChanged 6 SP:Iteration 47Q (7734.710713 sec): 3 clusters Score: Raw -701698.683818 + Penalty 2779.770278 = -698918.913539 nChanged 3 SP:Iteration 48Q (7734.749437 sec): 3 clusters Score: Raw -701699.282965 + Penalty 2779.770278 = -698919.512687 nChanged 5 SP:Iteration 49Q (7734.810259 sec): 3 clusters Score: Raw -701700.311866 + Penalty 2779.770278 = -698920.541587 nChanged 3 SP:Iteration 50Q (7734.865761 sec): 3 clusters Score: Raw -701701.045579 + Penalty 2779.770278 = -698921.275300 nChanged 2 SP:Iteration 51Q (7734.918052 sec): 3 clusters Score: Raw -701701.517231 + Penalty 2779.770278 = -698921.746952 nChanged 1 SP:Iteration 52Q (7734.977857 sec): 3 clusters Score: Raw -701701.917265 + Penalty 2779.770278 = -698922.146987 nChanged 2 SP:Iteration 53Q (7735.030671 sec): 3 clusters Score: Raw -701702.128472 + Penalty 2779.770278 = -698922.358194 nChanged 0 SP:Iteration 54F (7735.077069 sec): 3 clusters Score: Raw -701702.128472 + Penalty 2779.770278 = -698922.358194 nChanged 0 Trying to split cluster 19 (95840 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7735.234722 sec): 2 clusters Score: Raw -12436719.944849 + Penalty 1863.945755 = -12434855.999095 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7735.427949 sec): 3 clusters Score: Raw -12374257.093106 + Penalty 3727.891509 = -12370529.201597 nChanged 45828 SP:Iteration 1F (7735.632224 sec): 3 clusters Score: Raw -12401143.529775 + Penalty 3727.891509 = -12397415.638265 nChanged 3727 SP:Iteration 2Q (7735.829801 sec): 3 clusters Score: Raw -12402429.404313 + Penalty 3727.891509 = -12398701.512804 nChanged 4602 SP:Iteration 3Q (7736.030469 sec): 3 clusters Score: Raw -12404607.374198 + Penalty 3727.891509 = -12400879.482689 nChanged 6076 SP:Iteration 4F (7736.210824 sec): 3 clusters Score: Raw -12408432.856175 + Penalty 3727.891509 = -12404704.964666 nChanged 7909 SP:Iteration 5F (7736.412968 sec): 3 clusters Score: Raw -12414794.637829 + Penalty 3727.891509 = -12411066.746320 nChanged 8800 SP:Iteration 6F (7736.603578 sec): 3 clusters Score: Raw -12423153.346250 + Penalty 3727.891509 = -12419425.454741 nChanged 7359 SP:Iteration 7F (7736.796499 sec): 3 clusters Score: Raw -12430448.224907 + Penalty 3727.891509 = -12426720.333398 nChanged 4260 SP:Iteration 8Q (7736.999823 sec): 3 clusters Score: Raw -12434616.201823 + Penalty 3727.891509 = -12430888.310314 nChanged 1716 SP:Iteration 9Q (7737.186870 sec): 3 clusters Score: Raw -12436234.154359 + Penalty 3727.891509 = -12432506.262850 nChanged 461 SP:Iteration 10Q (7737.375907 sec): 3 clusters Score: Raw -12436676.608881 + Penalty 3727.891509 = -12432948.717372 nChanged 119 SP:Iteration 11Q (7737.543190 sec): 3 clusters Score: Raw -12436821.896285 + Penalty 3727.891509 = -12433094.004776 nChanged 32 SP:Iteration 12Q (7737.716391 sec): 3 clusters Score: Raw -12436872.401981 + Penalty 3727.891509 = -12433144.510472 nChanged 20 SP:Iteration 13Q (7737.884700 sec): 3 clusters Score: Raw -12436899.123987 + Penalty 3727.891509 = -12433171.232477 nChanged 11 SP:Iteration 14Q (7738.041914 sec): 3 clusters Score: Raw -12436913.136914 + Penalty 3727.891509 = -12433185.245404 nChanged 9 SP:Iteration 15Q (7738.200252 sec): 3 clusters Score: Raw -12436936.445965 + Penalty 3727.891509 = -12433208.554456 nChanged 4 SP:Iteration 16Q (7738.373012 sec): 3 clusters Score: Raw -12436944.040838 + Penalty 3727.891509 = -12433216.149328 nChanged 4 SP:Iteration 17Q (7738.525886 sec): 3 clusters Score: Raw -12436951.721127 + Penalty 3727.891509 = -12433223.829617 nChanged 3 SP:Iteration 18Q (7738.691612 sec): 3 clusters Score: Raw -12436953.642075 + Penalty 3727.891509 = -12433225.750566 nChanged 1 SP:Iteration 19Q (7738.843376 sec): 3 clusters Score: Raw -12436954.312277 + Penalty 3727.891509 = -12433226.420767 nChanged 0 SP:Iteration 20F (7739.030377 sec): 3 clusters Score: Raw -12436954.312277 + Penalty 3727.891509 = -12433226.420767 nChanged 0 Trying to split cluster 20 (2502 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7739.053703 sec): 2 clusters Score: Raw -301008.703424 + Penalty 1271.537425 = -299737.165999 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7739.102794 sec): 3 clusters Score: Raw -299906.650779 + Penalty 2543.074850 = -297363.575929 nChanged 925 SP:Iteration 1F (7739.154387 sec): 3 clusters Score: Raw -300615.563167 + Penalty 2543.074850 = -298072.488318 nChanged 252 SP:Iteration 2F (7739.196492 sec): 3 clusters Score: Raw -300954.058191 + Penalty 2543.074850 = -298410.983342 nChanged 225 SP:Iteration 3F (7739.248078 sec): 3 clusters Score: Raw -301357.843840 + Penalty 2543.074850 = -298814.768991 nChanged 205 SP:Iteration 4F (7739.296301 sec): 3 clusters Score: Raw -301648.742131 + Penalty 2543.074850 = -299105.667282 nChanged 136 SP:Iteration 5F (7739.338150 sec): 3 clusters Score: Raw -301803.537471 + Penalty 2543.074850 = -299260.462621 nChanged 84 SP:Iteration 6Q (7739.389648 sec): 3 clusters Score: Raw -301880.127460 + Penalty 2543.074850 = -299337.052611 nChanged 57 SP:Iteration 7Q (7739.445424 sec): 3 clusters Score: Raw -301926.153517 + Penalty 2543.074850 = -299383.078667 nChanged 42 SP:Iteration 8Q (7739.481233 sec): 3 clusters Score: Raw -301957.643563 + Penalty 2543.074850 = -299414.568713 nChanged 22 SP:Iteration 9Q (7739.534995 sec): 3 clusters Score: Raw -301977.237666 + Penalty 2543.074850 = -299434.162816 nChanged 14 SP:Iteration 10Q (7739.583960 sec): 3 clusters Score: Raw -301985.374253 + Penalty 2543.074850 = -299442.299403 nChanged 11 SP:Iteration 11Q (7739.630386 sec): 3 clusters Score: Raw -301990.406786 + Penalty 2543.074850 = -299447.331937 nChanged 7 SP:Iteration 12Q (7739.679209 sec): 3 clusters Score: Raw -301993.675991 + Penalty 2543.074850 = -299450.601141 nChanged 5 SP:Iteration 13Q (7739.728371 sec): 3 clusters Score: Raw -301997.437367 + Penalty 2543.074850 = -299454.362517 nChanged 4 SP:Iteration 14Q (7739.773600 sec): 3 clusters Score: Raw -301999.184875 + Penalty 2543.074850 = -299456.110025 nChanged 3 SP:Iteration 15Q (7739.818389 sec): 3 clusters Score: Raw -302000.053221 + Penalty 2543.074850 = -299456.978371 nChanged 0 SP:Iteration 16F (7739.860840 sec): 3 clusters Score: Raw -302000.053221 + Penalty 2543.074850 = -299456.978371 nChanged 0 Trying to split cluster 21 (2010 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7739.883146 sec): 2 clusters Score: Raw -243413.451398 + Penalty 1235.957125 = -242177.494273 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7739.933621 sec): 3 clusters Score: Raw -242594.368370 + Penalty 2471.914250 = -240122.454120 nChanged 727 SP:Iteration 1F (7739.986578 sec): 3 clusters Score: Raw -243122.522165 + Penalty 2471.914250 = -240650.607914 nChanged 169 SP:Iteration 2F (7740.033475 sec): 3 clusters Score: Raw -243283.747715 + Penalty 2471.914250 = -240811.833464 nChanged 123 SP:Iteration 3F (7740.084668 sec): 3 clusters Score: Raw -243387.617803 + Penalty 2471.914250 = -240915.703553 nChanged 75 SP:Iteration 4Q (7740.118084 sec): 3 clusters Score: Raw -243459.521864 + Penalty 2471.914250 = -240987.607613 nChanged 55 SP:Iteration 5Q (7740.171261 sec): 3 clusters Score: Raw -243516.855759 + Penalty 2471.914250 = -241044.941509 nChanged 49 SP:Iteration 6Q (7740.208485 sec): 3 clusters Score: Raw -243554.813877 + Penalty 2471.914250 = -241082.899626 nChanged 42 SP:Iteration 7Q (7740.252565 sec): 3 clusters Score: Raw -243581.494523 + Penalty 2471.914250 = -241109.580272 nChanged 34 SP:Iteration 8Q (7740.297892 sec): 3 clusters Score: Raw -243605.027745 + Penalty 2471.914250 = -241133.113495 nChanged 32 SP:Iteration 9Q (7740.341053 sec): 3 clusters Score: Raw -243623.674458 + Penalty 2471.914250 = -241151.760208 nChanged 26 SP:Iteration 10Q (7740.387129 sec): 3 clusters Score: Raw -243636.095541 + Penalty 2471.914250 = -241164.181291 nChanged 22 SP:Iteration 11Q (7740.428744 sec): 3 clusters Score: Raw -243653.690714 + Penalty 2471.914250 = -241181.776464 nChanged 33 SP:Iteration 12Q (7740.475187 sec): 3 clusters Score: Raw -243675.590176 + Penalty 2471.914250 = -241203.675926 nChanged 30 SP:Iteration 13Q (7740.515527 sec): 3 clusters Score: Raw -243697.169233 + Penalty 2471.914250 = -241225.254983 nChanged 43 SP:Iteration 14Q (7740.562862 sec): 3 clusters Score: Raw -243731.592840 + Penalty 2471.914250 = -241259.678590 nChanged 48 SP:Iteration 15Q (7740.614379 sec): 3 clusters Score: Raw -243774.350259 + Penalty 2471.914250 = -241302.436009 nChanged 47 SP:Iteration 16Q (7740.666023 sec): 3 clusters Score: Raw -243827.679119 + Penalty 2471.914250 = -241355.764868 nChanged 47 SP:Iteration 17Q (7740.717197 sec): 3 clusters Score: Raw -243874.639204 + Penalty 2471.914250 = -241402.724954 nChanged 39 SP:Iteration 18Q (7740.767435 sec): 3 clusters Score: Raw -243903.471279 + Penalty 2471.914250 = -241431.557028 nChanged 26 SP:Iteration 19Q (7740.818420 sec): 3 clusters Score: Raw -243921.528685 + Penalty 2471.914250 = -241449.614435 nChanged 15 SP:Iteration 20F (7740.869162 sec): 3 clusters Score: Raw -243942.584983 + Penalty 2471.914250 = -241470.670732 nChanged 21 SP:Iteration 21Q (7740.921956 sec): 3 clusters Score: Raw -243958.427648 + Penalty 2471.914250 = -241486.513398 nChanged 16 SP:Iteration 22Q (7740.974654 sec): 3 clusters Score: Raw -243970.650411 + Penalty 2471.914250 = -241498.736160 nChanged 11 SP:Iteration 23Q (7741.027573 sec): 3 clusters Score: Raw -243979.486758 + Penalty 2471.914250 = -241507.572508 nChanged 9 SP:Iteration 24Q (7741.080553 sec): 3 clusters Score: Raw -243983.272357 + Penalty 2471.914250 = -241511.358107 nChanged 6 SP:Iteration 25Q (7741.133109 sec): 3 clusters Score: Raw -243987.113163 + Penalty 2471.914250 = -241515.198912 nChanged 5 SP:Iteration 26Q (7741.173253 sec): 3 clusters Score: Raw -243991.339481 + Penalty 2471.914250 = -241519.425230 nChanged 2 SP:Iteration 27Q (7741.220613 sec): 3 clusters Score: Raw -243992.072264 + Penalty 2471.914250 = -241520.158014 nChanged 1 SP:Iteration 28Q (7741.268230 sec): 3 clusters Score: Raw -243993.230986 + Penalty 2471.914250 = -241521.316736 nChanged 2 SP:Iteration 29Q (7741.318709 sec): 3 clusters Score: Raw -243993.679661 + Penalty 2471.914250 = -241521.765410 nChanged 1 SP:Iteration 30Q (7741.365444 sec): 3 clusters Score: Raw -243994.588951 + Penalty 2471.914250 = -241522.674701 nChanged 1 SP:Iteration 31Q (7741.409820 sec): 3 clusters Score: Raw -243994.840468 + Penalty 2471.914250 = -241522.926218 nChanged 1 SP:Iteration 32Q (7741.457807 sec): 3 clusters Score: Raw -243995.160845 + Penalty 2471.914250 = -241523.246594 nChanged 0 SP:Iteration 33F (7741.495528 sec): 3 clusters Score: Raw -243995.160845 + Penalty 2471.914250 = -241523.246594 nChanged 0 Trying to split cluster 22 (5967 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7741.518531 sec): 2 clusters Score: Raw -756725.081931 + Penalty 1412.774930 = -755312.307002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7741.561580 sec): 3 clusters Score: Raw -753562.551864 + Penalty 2825.549859 = -750737.002004 nChanged 2477 SP:Iteration 1F (7741.610713 sec): 3 clusters Score: Raw -755031.703101 + Penalty 2825.549859 = -752206.153241 nChanged 484 SP:Iteration 2F (7741.669547 sec): 3 clusters Score: Raw -755345.697894 + Penalty 2825.549859 = -752520.148035 nChanged 362 SP:Iteration 3F (7741.721728 sec): 3 clusters Score: Raw -755573.394462 + Penalty 2825.549859 = -752747.844602 nChanged 345 SP:Iteration 4F (7741.776995 sec): 3 clusters Score: Raw -755780.824236 + Penalty 2825.549859 = -752955.274377 nChanged 282 SP:Iteration 5Q (7741.826604 sec): 3 clusters Score: Raw -755947.694997 + Penalty 2825.549859 = -753122.145138 nChanged 269 SP:Iteration 6Q (7741.869148 sec): 3 clusters Score: Raw -756109.977463 + Penalty 2825.549859 = -753284.427604 nChanged 243 SP:Iteration 7Q (7741.919852 sec): 3 clusters Score: Raw -756271.315343 + Penalty 2825.549859 = -753445.765483 nChanged 203 SP:Iteration 8Q (7741.977526 sec): 3 clusters Score: Raw -756436.119596 + Penalty 2825.549859 = -753610.569737 nChanged 204 SP:Iteration 9Q (7742.026846 sec): 3 clusters Score: Raw -756620.754766 + Penalty 2825.549859 = -753795.204907 nChanged 216 SP:Iteration 10Q (7742.070933 sec): 3 clusters Score: Raw -756810.286975 + Penalty 2825.549859 = -753984.737115 nChanged 195 SP:Iteration 11Q (7742.117647 sec): 3 clusters Score: Raw -757009.110137 + Penalty 2825.549859 = -754183.560277 nChanged 178 SP:Iteration 12Q (7742.175179 sec): 3 clusters Score: Raw -757209.318360 + Penalty 2825.549859 = -754383.768500 nChanged 166 SP:Iteration 13Q (7742.226605 sec): 3 clusters Score: Raw -757416.160279 + Penalty 2825.549859 = -754590.610420 nChanged 143 SP:Iteration 14Q (7742.265416 sec): 3 clusters Score: Raw -757528.736899 + Penalty 2825.549859 = -754703.187039 nChanged 87 SP:Iteration 15Q (7742.316218 sec): 3 clusters Score: Raw -757577.534847 + Penalty 2825.549859 = -754751.984988 nChanged 47 SP:Iteration 16Q (7742.373017 sec): 3 clusters Score: Raw -757602.390359 + Penalty 2825.549859 = -754776.840500 nChanged 38 SP:Iteration 17Q (7742.426918 sec): 3 clusters Score: Raw -757621.090942 + Penalty 2825.549859 = -754795.541083 nChanged 28 SP:Iteration 18Q (7742.486036 sec): 3 clusters Score: Raw -757637.285736 + Penalty 2825.549859 = -754811.735876 nChanged 28 SP:Iteration 19Q (7742.533807 sec): 3 clusters Score: Raw -757654.689724 + Penalty 2825.549859 = -754829.139865 nChanged 31 SP:Iteration 20F (7742.596275 sec): 3 clusters Score: Raw -757679.820350 + Penalty 2825.549859 = -754854.270491 nChanged 37 SP:Iteration 21Q (7742.639895 sec): 3 clusters Score: Raw -757715.379608 + Penalty 2825.549859 = -754889.829749 nChanged 38 SP:Iteration 22Q (7742.692134 sec): 3 clusters Score: Raw -757762.881957 + Penalty 2825.549859 = -754937.332098 nChanged 40 SP:Iteration 23Q (7742.738742 sec): 3 clusters Score: Raw -757839.378075 + Penalty 2825.549859 = -755013.828216 nChanged 47 SP:Iteration 24Q (7742.799215 sec): 3 clusters Score: Raw -757956.858607 + Penalty 2825.549859 = -755131.308748 nChanged 48 SP:Iteration 25Q (7742.839584 sec): 3 clusters Score: Raw -758109.721580 + Penalty 2825.549859 = -755284.171720 nChanged 35 SP:Iteration 26Q (7742.898951 sec): 3 clusters Score: Raw -758189.263025 + Penalty 2825.549859 = -755363.713166 nChanged 28 SP:Iteration 27Q (7742.940006 sec): 3 clusters Score: Raw -758217.579748 + Penalty 2825.549859 = -755392.029888 nChanged 10 SP:Iteration 28Q (7742.979798 sec): 3 clusters Score: Raw -758221.055027 + Penalty 2825.549859 = -755395.505167 nChanged 2 SP:Iteration 29Q (7743.036103 sec): 3 clusters Score: Raw -758221.844566 + Penalty 2825.549859 = -755396.294706 nChanged 3 SP:Iteration 30Q (7743.078222 sec): 3 clusters Score: Raw -758222.748440 + Penalty 2825.549859 = -755397.198580 nChanged 0 SP:Iteration 31F (7743.131870 sec): 3 clusters Score: Raw -758222.748440 + Penalty 2825.549859 = -755397.198580 nChanged 0 Score: Raw -99961094.308163 + Penalty 72694.960115 = -99888399.348049 Splitting cluster 22 changes total score from -99889075.321763 to -99888399.348049 So it's not getting split. Trying to split cluster 23 (34677 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7758.739640 sec): 2 clusters Score: Raw -4314041.964705 + Penalty 1698.747687 = -4312343.217017 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7758.846400 sec): 3 clusters Score: Raw -4292562.239955 + Penalty 3397.495375 = -4289164.744581 nChanged 16126 SP:Iteration 1F (7758.934989 sec): 3 clusters Score: Raw -4301517.338457 + Penalty 3397.495375 = -4298119.843082 nChanged 1706 SP:Iteration 2Q (7759.033722 sec): 3 clusters Score: Raw -4302240.320498 + Penalty 3397.495375 = -4298842.825123 nChanged 1849 SP:Iteration 3F (7759.130339 sec): 3 clusters Score: Raw -4303161.483009 + Penalty 3397.495375 = -4299763.987634 nChanged 2033 SP:Iteration 4F (7759.222321 sec): 3 clusters Score: Raw -4304377.156812 + Penalty 3397.495375 = -4300979.661437 nChanged 2107 SP:Iteration 5F (7759.326693 sec): 3 clusters Score: Raw -4305761.365597 + Penalty 3397.495375 = -4302363.870222 nChanged 2062 SP:Iteration 6F (7759.418206 sec): 3 clusters Score: Raw -4307094.541608 + Penalty 3397.495375 = -4303697.046233 nChanged 1882 SP:Iteration 7F (7759.517380 sec): 3 clusters Score: Raw -4308231.891772 + Penalty 3397.495375 = -4304834.396398 nChanged 1634 SP:Iteration 8Q (7759.616167 sec): 3 clusters Score: Raw -4309063.145134 + Penalty 3397.495375 = -4305665.649759 nChanged 1393 SP:Iteration 9Q (7759.721007 sec): 3 clusters Score: Raw -4309661.581634 + Penalty 3397.495375 = -4306264.086260 nChanged 1144 SP:Iteration 10Q (7759.828162 sec): 3 clusters Score: Raw -4310119.247818 + Penalty 3397.495375 = -4306721.752444 nChanged 1032 SP:Iteration 11Q (7759.918926 sec): 3 clusters Score: Raw -4310509.575479 + Penalty 3397.495375 = -4307112.080105 nChanged 904 SP:Iteration 12Q (7760.015070 sec): 3 clusters Score: Raw -4310840.028085 + Penalty 3397.495375 = -4307442.532710 nChanged 835 SP:Iteration 13Q (7760.111112 sec): 3 clusters Score: Raw -4311139.292997 + Penalty 3397.495375 = -4307741.797622 nChanged 793 SP:Iteration 14Q (7760.205425 sec): 3 clusters Score: Raw -4311438.658046 + Penalty 3397.495375 = -4308041.162671 nChanged 784 SP:Iteration 15Q (7760.301448 sec): 3 clusters Score: Raw -4311743.558204 + Penalty 3397.495375 = -4308346.062830 nChanged 799 SP:Iteration 16Q (7760.396502 sec): 3 clusters Score: Raw -4312054.132871 + Penalty 3397.495375 = -4308656.637496 nChanged 761 SP:Iteration 17Q (7760.503440 sec): 3 clusters Score: Raw -4312367.776149 + Penalty 3397.495375 = -4308970.280775 nChanged 715 SP:Iteration 18Q (7760.600425 sec): 3 clusters Score: Raw -4312651.481608 + Penalty 3397.495375 = -4309253.986233 nChanged 670 SP:Iteration 19Q (7760.701363 sec): 3 clusters Score: Raw -4312925.147771 + Penalty 3397.495375 = -4309527.652396 nChanged 591 SP:Iteration 20F (7760.802178 sec): 3 clusters Score: Raw -4313166.955765 + Penalty 3397.495375 = -4309769.460391 nChanged 549 SP:Iteration 21Q (7760.886711 sec): 3 clusters Score: Raw -4313400.281516 + Penalty 3397.495375 = -4310002.786141 nChanged 462 SP:Iteration 22Q (7760.981495 sec): 3 clusters Score: Raw -4313599.042223 + Penalty 3397.495375 = -4310201.546848 nChanged 395 SP:Iteration 23Q (7761.078807 sec): 3 clusters Score: Raw -4313759.456965 + Penalty 3397.495375 = -4310361.961591 nChanged 334 SP:Iteration 24Q (7761.168896 sec): 3 clusters Score: Raw -4313891.175962 + Penalty 3397.495375 = -4310493.680587 nChanged 279 SP:Iteration 25Q (7761.249779 sec): 3 clusters Score: Raw -4313997.173286 + Penalty 3397.495375 = -4310599.677911 nChanged 232 SP:Iteration 26Q (7761.342439 sec): 3 clusters Score: Raw -4314081.510973 + Penalty 3397.495375 = -4310684.015598 nChanged 174 SP:Iteration 27Q (7761.435976 sec): 3 clusters Score: Raw -4314131.615147 + Penalty 3397.495375 = -4310734.119772 nChanged 158 SP:Iteration 28Q (7761.533653 sec): 3 clusters Score: Raw -4314178.074496 + Penalty 3397.495375 = -4310780.579121 nChanged 143 SP:Iteration 29Q (7761.618150 sec): 3 clusters Score: Raw -4314218.641014 + Penalty 3397.495375 = -4310821.145639 nChanged 116 SP:Iteration 30Q (7761.717573 sec): 3 clusters Score: Raw -4314253.693136 + Penalty 3397.495375 = -4310856.197761 nChanged 100 SP:Iteration 31Q (7761.808417 sec): 3 clusters Score: Raw -4314282.461283 + Penalty 3397.495375 = -4310884.965908 nChanged 98 SP:Iteration 32Q (7761.905909 sec): 3 clusters Score: Raw -4314312.185231 + Penalty 3397.495375 = -4310914.689856 nChanged 81 SP:Iteration 33Q (7762.002989 sec): 3 clusters Score: Raw -4314335.280427 + Penalty 3397.495375 = -4310937.785052 nChanged 75 SP:Iteration 34Q (7762.088046 sec): 3 clusters Score: Raw -4314354.875895 + Penalty 3397.495375 = -4310957.380520 nChanged 80 SP:Iteration 35Q (7762.189045 sec): 3 clusters Score: Raw -4314374.357162 + Penalty 3397.495375 = -4310976.861787 nChanged 63 SP:Iteration 36Q (7762.260979 sec): 3 clusters Score: Raw -4314389.954857 + Penalty 3397.495375 = -4310992.459482 nChanged 48 SP:Iteration 37Q (7762.344250 sec): 3 clusters Score: Raw -4314399.754989 + Penalty 3397.495375 = -4311002.259614 nChanged 37 SP:Iteration 38Q (7762.436117 sec): 3 clusters Score: Raw -4314408.828780 + Penalty 3397.495375 = -4311011.333405 nChanged 29 SP:Iteration 39Q (7762.516579 sec): 3 clusters Score: Raw -4314415.973942 + Penalty 3397.495375 = -4311018.478568 nChanged 39 SP:Iteration 40F (7762.612082 sec): 3 clusters Score: Raw -4314429.246610 + Penalty 3397.495375 = -4311031.751236 nChanged 54 SP:Iteration 41Q (7762.692926 sec): 3 clusters Score: Raw -4314441.915439 + Penalty 3397.495375 = -4311044.420064 nChanged 45 SP:Iteration 42Q (7762.770944 sec): 3 clusters Score: Raw -4314455.308404 + Penalty 3397.495375 = -4311057.813030 nChanged 41 SP:Iteration 43Q (7762.864619 sec): 3 clusters Score: Raw -4314467.740452 + Penalty 3397.495375 = -4311070.245077 nChanged 44 SP:Iteration 44Q (7762.952937 sec): 3 clusters Score: Raw -4314480.051829 + Penalty 3397.495375 = -4311082.556454 nChanged 35 SP:Iteration 45Q (7763.045948 sec): 3 clusters Score: Raw -4314487.700528 + Penalty 3397.495375 = -4311090.205153 nChanged 28 SP:Iteration 46Q (7763.125012 sec): 3 clusters Score: Raw -4314494.082993 + Penalty 3397.495375 = -4311096.587618 nChanged 33 SP:Iteration 47Q (7763.208047 sec): 3 clusters Score: Raw -4314502.348308 + Penalty 3397.495375 = -4311104.852934 nChanged 29 SP:Iteration 48Q (7763.306556 sec): 3 clusters Score: Raw -4314509.792994 + Penalty 3397.495375 = -4311112.297620 nChanged 28 SP:Iteration 49Q (7763.399626 sec): 3 clusters Score: Raw -4314519.329041 + Penalty 3397.495375 = -4311121.833667 nChanged 40 SP:Iteration 50Q (7763.488900 sec): 3 clusters Score: Raw -4314531.568439 + Penalty 3397.495375 = -4311134.073065 nChanged 31 SP:Iteration 51Q (7763.586538 sec): 3 clusters Score: Raw -4314538.954884 + Penalty 3397.495375 = -4311141.459509 nChanged 19 SP:Iteration 52Q (7763.682690 sec): 3 clusters Score: Raw -4314543.235698 + Penalty 3397.495375 = -4311145.740324 nChanged 21 SP:Iteration 53Q (7763.780857 sec): 3 clusters Score: Raw -4314547.095763 + Penalty 3397.495375 = -4311149.600388 nChanged 10 SP:Iteration 54Q (7763.876700 sec): 3 clusters Score: Raw -4314549.571892 + Penalty 3397.495375 = -4311152.076517 nChanged 16 SP:Iteration 55Q (7763.966341 sec): 3 clusters Score: Raw -4314555.083405 + Penalty 3397.495375 = -4311157.588030 nChanged 21 SP:Iteration 56Q (7764.052790 sec): 3 clusters Score: Raw -4314559.954200 + Penalty 3397.495375 = -4311162.458825 nChanged 19 SP:Iteration 57Q (7764.149672 sec): 3 clusters Score: Raw -4314565.472272 + Penalty 3397.495375 = -4311167.976898 nChanged 20 SP:Iteration 58Q (7764.248213 sec): 3 clusters Score: Raw -4314571.209606 + Penalty 3397.495375 = -4311173.714232 nChanged 24 SP:Iteration 59Q (7764.350821 sec): 3 clusters Score: Raw -4314576.952236 + Penalty 3397.495375 = -4311179.456862 nChanged 20 SP:Iteration 60F (7764.437100 sec): 3 clusters Score: Raw -4314580.873419 + Penalty 3397.495375 = -4311183.378045 nChanged 13 SP:Iteration 61Q (7764.528908 sec): 3 clusters Score: Raw -4314583.709283 + Penalty 3397.495375 = -4311186.213908 nChanged 10 SP:Iteration 62Q (7764.606810 sec): 3 clusters Score: Raw -4314586.620800 + Penalty 3397.495375 = -4311189.125425 nChanged 7 SP:Iteration 63Q (7764.679661 sec): 3 clusters Score: Raw -4314587.806370 + Penalty 3397.495375 = -4311190.310995 nChanged 6 SP:Iteration 64Q (7764.771498 sec): 3 clusters Score: Raw -4314589.319165 + Penalty 3397.495375 = -4311191.823790 nChanged 3 SP:Iteration 65Q (7764.866484 sec): 3 clusters Score: Raw -4314590.136355 + Penalty 3397.495375 = -4311192.640980 nChanged 3 SP:Iteration 66Q (7764.959030 sec): 3 clusters Score: Raw -4314590.629928 + Penalty 3397.495375 = -4311193.134554 nChanged 1 SP:Iteration 67Q (7765.055565 sec): 3 clusters Score: Raw -4314590.768360 + Penalty 3397.495375 = -4311193.272986 nChanged 1 SP:Iteration 68Q (7765.113845 sec): 3 clusters Score: Raw -4314590.937458 + Penalty 3397.495375 = -4311193.442083 nChanged 0 SP:Iteration 69F (7765.181554 sec): 3 clusters Score: Raw -4314590.937458 + Penalty 3397.495375 = -4311193.442083 nChanged 0 Trying to split cluster 24 (8636 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7765.214027 sec): 2 clusters Score: Raw -1150413.889614 + Penalty 1472.850404 = -1148941.039210 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7765.279336 sec): 3 clusters Score: Raw -1145537.395716 + Penalty 2945.700807 = -1142591.694909 nChanged 3672 SP:Iteration 1F (7765.329833 sec): 3 clusters Score: Raw -1147524.656847 + Penalty 2945.700807 = -1144578.956040 nChanged 558 SP:Iteration 2F (7765.388938 sec): 3 clusters Score: Raw -1147791.165255 + Penalty 2945.700807 = -1144845.464448 nChanged 469 SP:Iteration 3F (7765.447849 sec): 3 clusters Score: Raw -1148018.408646 + Penalty 2945.700807 = -1145072.707839 nChanged 438 SP:Iteration 4F (7765.507961 sec): 3 clusters Score: Raw -1148234.409923 + Penalty 2945.700807 = -1145288.709115 nChanged 383 SP:Iteration 5Q (7765.567102 sec): 3 clusters Score: Raw -1148408.876762 + Penalty 2945.700807 = -1145463.175955 nChanged 375 SP:Iteration 6Q (7765.610601 sec): 3 clusters Score: Raw -1148613.595223 + Penalty 2945.700807 = -1145667.894415 nChanged 395 SP:Iteration 7Q (7765.676338 sec): 3 clusters Score: Raw -1148837.762721 + Penalty 2945.700807 = -1145892.061914 nChanged 370 SP:Iteration 8Q (7765.722770 sec): 3 clusters Score: Raw -1149052.952422 + Penalty 2945.700807 = -1146107.251614 nChanged 358 SP:Iteration 9Q (7765.784644 sec): 3 clusters Score: Raw -1149260.054280 + Penalty 2945.700807 = -1146314.353473 nChanged 340 SP:Iteration 10Q (7765.843932 sec): 3 clusters Score: Raw -1149438.505710 + Penalty 2945.700807 = -1146492.804903 nChanged 299 SP:Iteration 11Q (7765.904605 sec): 3 clusters Score: Raw -1149586.332792 + Penalty 2945.700807 = -1146640.631985 nChanged 250 SP:Iteration 12Q (7765.965612 sec): 3 clusters Score: Raw -1149717.032271 + Penalty 2945.700807 = -1146771.331464 nChanged 227 SP:Iteration 13Q (7766.010743 sec): 3 clusters Score: Raw -1149821.959090 + Penalty 2945.700807 = -1146876.258283 nChanged 187 SP:Iteration 14Q (7766.072555 sec): 3 clusters Score: Raw -1149897.976679 + Penalty 2945.700807 = -1146952.275871 nChanged 157 SP:Iteration 15Q (7766.119655 sec): 3 clusters Score: Raw -1149960.036280 + Penalty 2945.700807 = -1147014.335473 nChanged 152 SP:Iteration 16Q (7766.171447 sec): 3 clusters Score: Raw -1150016.625789 + Penalty 2945.700807 = -1147070.924982 nChanged 114 SP:Iteration 17Q (7766.224145 sec): 3 clusters Score: Raw -1150058.271275 + Penalty 2945.700807 = -1147112.570467 nChanged 104 SP:Iteration 18Q (7766.290020 sec): 3 clusters Score: Raw -1150093.906434 + Penalty 2945.700807 = -1147148.205626 nChanged 87 SP:Iteration 19Q (7766.341958 sec): 3 clusters Score: Raw -1150124.093750 + Penalty 2945.700807 = -1147178.392942 nChanged 80 SP:Iteration 20F (7766.399892 sec): 3 clusters Score: Raw -1150159.777189 + Penalty 2945.700807 = -1147214.076381 nChanged 87 SP:Iteration 21Q (7766.439924 sec): 3 clusters Score: Raw -1150191.433464 + Penalty 2945.700807 = -1147245.732657 nChanged 66 SP:Iteration 22Q (7766.498173 sec): 3 clusters Score: Raw -1150217.794187 + Penalty 2945.700807 = -1147272.093380 nChanged 69 SP:Iteration 23Q (7766.556509 sec): 3 clusters Score: Raw -1150247.967390 + Penalty 2945.700807 = -1147302.266583 nChanged 60 SP:Iteration 24Q (7766.616137 sec): 3 clusters Score: Raw -1150271.654291 + Penalty 2945.700807 = -1147325.953484 nChanged 54 SP:Iteration 25Q (7766.675628 sec): 3 clusters Score: Raw -1150290.945894 + Penalty 2945.700807 = -1147345.245086 nChanged 66 SP:Iteration 26Q (7766.738350 sec): 3 clusters Score: Raw -1150316.469608 + Penalty 2945.700807 = -1147370.768801 nChanged 73 SP:Iteration 27Q (7766.813214 sec): 3 clusters Score: Raw -1150339.236652 + Penalty 2945.700807 = -1147393.535845 nChanged 58 SP:Iteration 28Q (7766.845152 sec): 3 clusters Score: Raw -1150356.755948 + Penalty 2945.700807 = -1147411.055141 nChanged 54 SP:Iteration 29Q (7766.908477 sec): 3 clusters Score: Raw -1150372.371830 + Penalty 2945.700807 = -1147426.671022 nChanged 43 SP:Iteration 30Q (7766.959973 sec): 3 clusters Score: Raw -1150385.037605 + Penalty 2945.700807 = -1147439.336797 nChanged 42 SP:Iteration 31Q (7767.020219 sec): 3 clusters Score: Raw -1150398.330699 + Penalty 2945.700807 = -1147452.629892 nChanged 36 SP:Iteration 32Q (7767.068302 sec): 3 clusters Score: Raw -1150406.885530 + Penalty 2945.700807 = -1147461.184722 nChanged 34 SP:Iteration 33Q (7767.115872 sec): 3 clusters Score: Raw -1150414.369514 + Penalty 2945.700807 = -1147468.668706 nChanged 21 SP:Iteration 34Q (7767.171103 sec): 3 clusters Score: Raw -1150419.345754 + Penalty 2945.700807 = -1147473.644946 nChanged 23 SP:Iteration 35Q (7767.226576 sec): 3 clusters Score: Raw -1150425.128945 + Penalty 2945.700807 = -1147479.428137 nChanged 20 SP:Iteration 36Q (7767.288002 sec): 3 clusters Score: Raw -1150429.716866 + Penalty 2945.700807 = -1147484.016059 nChanged 14 SP:Iteration 37Q (7767.349461 sec): 3 clusters Score: Raw -1150432.267239 + Penalty 2945.700807 = -1147486.566432 nChanged 10 SP:Iteration 38Q (7767.402292 sec): 3 clusters Score: Raw -1150434.610017 + Penalty 2945.700807 = -1147488.909210 nChanged 12 SP:Iteration 39Q (7767.454803 sec): 3 clusters Score: Raw -1150438.050228 + Penalty 2945.700807 = -1147492.349421 nChanged 21 SP:Iteration 40F (7767.506849 sec): 3 clusters Score: Raw -1150443.230527 + Penalty 2945.700807 = -1147497.529719 nChanged 18 SP:Iteration 41Q (7767.565833 sec): 3 clusters Score: Raw -1150447.311959 + Penalty 2945.700807 = -1147501.611152 nChanged 15 SP:Iteration 42Q (7767.619357 sec): 3 clusters Score: Raw -1150450.245948 + Penalty 2945.700807 = -1147504.545140 nChanged 13 SP:Iteration 43Q (7767.675975 sec): 3 clusters Score: Raw -1150453.394656 + Penalty 2945.700807 = -1147507.693848 nChanged 11 SP:Iteration 44Q (7767.737959 sec): 3 clusters Score: Raw -1150455.313839 + Penalty 2945.700807 = -1147509.613031 nChanged 9 SP:Iteration 45Q (7767.787853 sec): 3 clusters Score: Raw -1150457.147093 + Penalty 2945.700807 = -1147511.446286 nChanged 10 SP:Iteration 46Q (7767.842691 sec): 3 clusters Score: Raw -1150458.967255 + Penalty 2945.700807 = -1147513.266447 nChanged 6 SP:Iteration 47Q (7767.902483 sec): 3 clusters Score: Raw -1150459.770826 + Penalty 2945.700807 = -1147514.070019 nChanged 6 SP:Iteration 48Q (7767.957120 sec): 3 clusters Score: Raw -1150460.871016 + Penalty 2945.700807 = -1147515.170209 nChanged 6 SP:Iteration 49Q (7768.011400 sec): 3 clusters Score: Raw -1150462.571780 + Penalty 2945.700807 = -1147516.870973 nChanged 9 SP:Iteration 50Q (7768.072398 sec): 3 clusters Score: Raw -1150464.686267 + Penalty 2945.700807 = -1147518.985460 nChanged 10 SP:Iteration 51Q (7768.122474 sec): 3 clusters Score: Raw -1150465.968890 + Penalty 2945.700807 = -1147520.268083 nChanged 14 SP:Iteration 52Q (7768.183911 sec): 3 clusters Score: Raw -1150469.452538 + Penalty 2945.700807 = -1147523.751731 nChanged 11 SP:Iteration 53Q (7768.246244 sec): 3 clusters Score: Raw -1150471.595166 + Penalty 2945.700807 = -1147525.894359 nChanged 12 SP:Iteration 54Q (7768.309180 sec): 3 clusters Score: Raw -1150474.198466 + Penalty 2945.700807 = -1147528.497659 nChanged 13 SP:Iteration 55Q (7768.373008 sec): 3 clusters Score: Raw -1150477.678367 + Penalty 2945.700807 = -1147531.977560 nChanged 11 SP:Iteration 56Q (7768.435843 sec): 3 clusters Score: Raw -1150480.776875 + Penalty 2945.700807 = -1147535.076067 nChanged 13 SP:Iteration 57Q (7768.486875 sec): 3 clusters Score: Raw -1150483.791892 + Penalty 2945.700807 = -1147538.091085 nChanged 15 SP:Iteration 58Q (7768.543532 sec): 3 clusters Score: Raw -1150487.840001 + Penalty 2945.700807 = -1147542.139193 nChanged 13 SP:Iteration 59Q (7768.584543 sec): 3 clusters Score: Raw -1150491.376095 + Penalty 2945.700807 = -1147545.675287 nChanged 17 SP:Iteration 60F (7768.637220 sec): 3 clusters Score: Raw -1150495.852846 + Penalty 2945.700807 = -1147550.152039 nChanged 16 SP:Iteration 61Q (7768.693422 sec): 3 clusters Score: Raw -1150501.407097 + Penalty 2945.700807 = -1147555.706290 nChanged 17 SP:Iteration 62Q (7768.741426 sec): 3 clusters Score: Raw -1150506.853875 + Penalty 2945.700807 = -1147561.153067 nChanged 19 SP:Iteration 63Q (7768.804176 sec): 3 clusters Score: Raw -1150510.456050 + Penalty 2945.700807 = -1147564.755242 nChanged 16 SP:Iteration 64Q (7768.858100 sec): 3 clusters Score: Raw -1150513.817932 + Penalty 2945.700807 = -1147568.117124 nChanged 15 SP:Iteration 65Q (7768.906805 sec): 3 clusters Score: Raw -1150518.516777 + Penalty 2945.700807 = -1147572.815970 nChanged 13 SP:Iteration 66Q (7768.961506 sec): 3 clusters Score: Raw -1150522.038723 + Penalty 2945.700807 = -1147576.337915 nChanged 15 SP:Iteration 67Q (7769.024576 sec): 3 clusters Score: Raw -1150525.111564 + Penalty 2945.700807 = -1147579.410757 nChanged 10 SP:Iteration 68Q (7769.088165 sec): 3 clusters Score: Raw -1150526.962939 + Penalty 2945.700807 = -1147581.262132 nChanged 14 SP:Iteration 69Q (7769.145419 sec): 3 clusters Score: Raw -1150530.278835 + Penalty 2945.700807 = -1147584.578028 nChanged 10 SP:Iteration 70Q (7769.174708 sec): 3 clusters Score: Raw -1150532.915507 + Penalty 2945.700807 = -1147587.214699 nChanged 10 SP:Iteration 71Q (7769.234563 sec): 3 clusters Score: Raw -1150535.395415 + Penalty 2945.700807 = -1147589.694607 nChanged 13 SP:Iteration 72Q (7769.288305 sec): 3 clusters Score: Raw -1150539.278252 + Penalty 2945.700807 = -1147593.577444 nChanged 14 SP:Iteration 73Q (7769.353550 sec): 3 clusters Score: Raw -1150542.834309 + Penalty 2945.700807 = -1147597.133502 nChanged 8 SP:Iteration 74Q (7769.408266 sec): 3 clusters Score: Raw -1150544.846748 + Penalty 2945.700807 = -1147599.145940 nChanged 9 SP:Iteration 75Q (7769.456897 sec): 3 clusters Score: Raw -1150546.688930 + Penalty 2945.700807 = -1147600.988123 nChanged 6 SP:Iteration 76Q (7769.517993 sec): 3 clusters Score: Raw -1150547.521355 + Penalty 2945.700807 = -1147601.820548 nChanged 6 SP:Iteration 77Q (7769.581971 sec): 3 clusters Score: Raw -1150548.379964 + Penalty 2945.700807 = -1147602.679157 nChanged 3 SP:Iteration 78Q (7769.629288 sec): 3 clusters Score: Raw -1150548.939931 + Penalty 2945.700807 = -1147603.239124 nChanged 1 SP:Iteration 79Q (7769.685102 sec): 3 clusters Score: Raw -1150549.145890 + Penalty 2945.700807 = -1147603.445082 nChanged 1 SP:Iteration 80F (7769.740198 sec): 3 clusters Score: Raw -1150549.292829 + Penalty 2945.700807 = -1147603.592022 nChanged 0 Trying to split cluster 25 (7228 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7769.774724 sec): 2 clusters Score: Raw -973778.797180 + Penalty 1443.929118 = -972334.868062 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7769.829401 sec): 3 clusters Score: Raw -969753.118505 + Penalty 2887.858237 = -966865.260268 nChanged 3008 SP:Iteration 1F (7769.888542 sec): 3 clusters Score: Raw -971435.267842 + Penalty 2887.858237 = -968547.409605 nChanged 518 SP:Iteration 2F (7769.950243 sec): 3 clusters Score: Raw -971766.924200 + Penalty 2887.858237 = -968879.065963 nChanged 512 SP:Iteration 3F (7769.996509 sec): 3 clusters Score: Raw -972159.925724 + Penalty 2887.858237 = -969272.067487 nChanged 548 SP:Iteration 4F (7770.052623 sec): 3 clusters Score: Raw -972643.808894 + Penalty 2887.858237 = -969755.950658 nChanged 516 SP:Iteration 5F (7770.107025 sec): 3 clusters Score: Raw -973112.422506 + Penalty 2887.858237 = -970224.564270 nChanged 416 SP:Iteration 6F (7770.168257 sec): 3 clusters Score: Raw -973469.444470 + Penalty 2887.858237 = -970581.586233 nChanged 327 SP:Iteration 7Q (7770.222809 sec): 3 clusters Score: Raw -973718.155778 + Penalty 2887.858237 = -970830.297541 nChanged 230 SP:Iteration 8Q (7770.261006 sec): 3 clusters Score: Raw -973876.879463 + Penalty 2887.858237 = -970989.021226 nChanged 178 SP:Iteration 9Q (7770.324490 sec): 3 clusters Score: Raw -973983.781312 + Penalty 2887.858237 = -971095.923075 nChanged 113 SP:Iteration 10Q (7770.367038 sec): 3 clusters Score: Raw -974042.667991 + Penalty 2887.858237 = -971154.809754 nChanged 89 SP:Iteration 11Q (7770.427106 sec): 3 clusters Score: Raw -974088.030265 + Penalty 2887.858237 = -971200.172028 nChanged 76 SP:Iteration 12Q (7770.486958 sec): 3 clusters Score: Raw -974120.277815 + Penalty 2887.858237 = -971232.419578 nChanged 68 SP:Iteration 13Q (7770.526259 sec): 3 clusters Score: Raw -974148.918675 + Penalty 2887.858237 = -971261.060438 nChanged 49 SP:Iteration 14Q (7770.585450 sec): 3 clusters Score: Raw -974171.337884 + Penalty 2887.858237 = -971283.479647 nChanged 41 SP:Iteration 15Q (7770.644814 sec): 3 clusters Score: Raw -974186.667943 + Penalty 2887.858237 = -971298.809706 nChanged 27 SP:Iteration 16Q (7770.699476 sec): 3 clusters Score: Raw -974195.602737 + Penalty 2887.858237 = -971307.744501 nChanged 17 SP:Iteration 17Q (7770.748033 sec): 3 clusters Score: Raw -974200.477222 + Penalty 2887.858237 = -971312.618985 nChanged 10 SP:Iteration 18Q (7770.789740 sec): 3 clusters Score: Raw -974203.464122 + Penalty 2887.858237 = -971315.605885 nChanged 9 SP:Iteration 19Q (7770.848539 sec): 3 clusters Score: Raw -974206.380082 + Penalty 2887.858237 = -971318.521845 nChanged 11 SP:Iteration 20F (7770.896702 sec): 3 clusters Score: Raw -974209.637543 + Penalty 2887.858237 = -971321.779306 nChanged 8 SP:Iteration 21Q (7770.954335 sec): 3 clusters Score: Raw -974211.753503 + Penalty 2887.858237 = -971323.895267 nChanged 7 SP:Iteration 22Q (7771.005550 sec): 3 clusters Score: Raw -974213.904643 + Penalty 2887.858237 = -971326.046406 nChanged 12 SP:Iteration 23Q (7771.057293 sec): 3 clusters Score: Raw -974218.371414 + Penalty 2887.858237 = -971330.513177 nChanged 14 SP:Iteration 24Q (7771.113804 sec): 3 clusters Score: Raw -974223.237699 + Penalty 2887.858237 = -971335.379462 nChanged 10 SP:Iteration 25Q (7771.167966 sec): 3 clusters Score: Raw -974226.427297 + Penalty 2887.858237 = -971338.569061 nChanged 11 SP:Iteration 26Q (7771.230889 sec): 3 clusters Score: Raw -974230.643773 + Penalty 2887.858237 = -971342.785536 nChanged 9 SP:Iteration 27Q (7771.261713 sec): 3 clusters Score: Raw -974234.400672 + Penalty 2887.858237 = -971346.542436 nChanged 9 SP:Iteration 28Q (7771.314158 sec): 3 clusters Score: Raw -974237.427668 + Penalty 2887.858237 = -971349.569432 nChanged 11 SP:Iteration 29Q (7771.375315 sec): 3 clusters Score: Raw -974239.733976 + Penalty 2887.858237 = -971351.875739 nChanged 8 SP:Iteration 30Q (7771.418298 sec): 3 clusters Score: Raw -974243.329068 + Penalty 2887.858237 = -971355.470831 nChanged 11 SP:Iteration 31Q (7771.472100 sec): 3 clusters Score: Raw -974246.979515 + Penalty 2887.858237 = -971359.121278 nChanged 6 SP:Iteration 32Q (7771.529457 sec): 3 clusters Score: Raw -974248.058655 + Penalty 2887.858237 = -971360.200418 nChanged 2 SP:Iteration 33Q (7771.587971 sec): 3 clusters Score: Raw -974248.601883 + Penalty 2887.858237 = -971360.743646 nChanged 1 SP:Iteration 34Q (7771.646812 sec): 3 clusters Score: Raw -974248.993572 + Penalty 2887.858237 = -971361.135335 nChanged 2 SP:Iteration 35Q (7771.692828 sec): 3 clusters Score: Raw -974249.993606 + Penalty 2887.858237 = -971362.135369 nChanged 2 SP:Iteration 36Q (7771.747207 sec): 3 clusters Score: Raw -974250.287535 + Penalty 2887.858237 = -971362.429298 nChanged 1 SP:Iteration 37Q (7771.793452 sec): 3 clusters Score: Raw -974250.774580 + Penalty 2887.858237 = -971362.916343 nChanged 5 SP:Iteration 38Q (7771.833655 sec): 3 clusters Score: Raw -974252.596230 + Penalty 2887.858237 = -971364.737993 nChanged 11 SP:Iteration 39Q (7771.883002 sec): 3 clusters Score: Raw -974257.783009 + Penalty 2887.858237 = -971369.924772 nChanged 13 SP:Iteration 40F (7771.935309 sec): 3 clusters Score: Raw -974263.036755 + Penalty 2887.858237 = -971375.178518 nChanged 9 SP:Iteration 41Q (7771.997573 sec): 3 clusters Score: Raw -974266.083934 + Penalty 2887.858237 = -971378.225697 nChanged 7 SP:Iteration 42Q (7772.037742 sec): 3 clusters Score: Raw -974268.542586 + Penalty 2887.858237 = -971380.684349 nChanged 7 SP:Iteration 43Q (7772.093294 sec): 3 clusters Score: Raw -974270.617996 + Penalty 2887.858237 = -971382.759759 nChanged 5 SP:Iteration 44Q (7772.132948 sec): 3 clusters Score: Raw -974271.450868 + Penalty 2887.858237 = -971383.592631 nChanged 3 SP:Iteration 45Q (7772.183420 sec): 3 clusters Score: Raw -974272.662977 + Penalty 2887.858237 = -971384.804740 nChanged 3 SP:Iteration 46Q (7772.234375 sec): 3 clusters Score: Raw -974274.490375 + Penalty 2887.858237 = -971386.632138 nChanged 4 SP:Iteration 47Q (7772.279921 sec): 3 clusters Score: Raw -974276.355877 + Penalty 2887.858237 = -971388.497641 nChanged 7 SP:Iteration 48Q (7772.328477 sec): 3 clusters Score: Raw -974277.924644 + Penalty 2887.858237 = -971390.066407 nChanged 4 SP:Iteration 49Q (7772.382665 sec): 3 clusters Score: Raw -974278.774643 + Penalty 2887.858237 = -971390.916406 nChanged 3 SP:Iteration 50Q (7772.435880 sec): 3 clusters Score: Raw -974279.502199 + Penalty 2887.858237 = -971391.643962 nChanged 0 SP:Iteration 51F (7772.492558 sec): 3 clusters Score: Raw -974279.502199 + Penalty 2887.858237 = -971391.643962 nChanged 0 Trying to split cluster 26 (4904 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7772.516776 sec): 2 clusters Score: Raw -660885.307837 + Penalty 1380.893553 = -659504.414285 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7772.570825 sec): 3 clusters Score: Raw -658349.182308 + Penalty 2761.787105 = -655587.395203 nChanged 1955 SP:Iteration 1F (7772.588340 sec): 3 clusters Score: Raw -659542.632989 + Penalty 2761.787105 = -656780.845884 nChanged 383 SP:Iteration 2F (7772.633617 sec): 3 clusters Score: Raw -659756.414311 + Penalty 2761.787105 = -656994.627205 nChanged 274 SP:Iteration 3F (7772.682811 sec): 3 clusters Score: Raw -659917.724525 + Penalty 2761.787105 = -657155.937420 nChanged 238 SP:Iteration 4Q (7772.715292 sec): 3 clusters Score: Raw -660056.581010 + Penalty 2761.787105 = -657294.793905 nChanged 209 SP:Iteration 5Q (7772.770288 sec): 3 clusters Score: Raw -660180.095788 + Penalty 2761.787105 = -657418.308683 nChanged 184 SP:Iteration 6Q (7772.824719 sec): 3 clusters Score: Raw -660281.848898 + Penalty 2761.787105 = -657520.061793 nChanged 169 SP:Iteration 7Q (7772.868412 sec): 3 clusters Score: Raw -660367.890797 + Penalty 2761.787105 = -657606.103692 nChanged 152 SP:Iteration 8Q (7772.919826 sec): 3 clusters Score: Raw -660437.705051 + Penalty 2761.787105 = -657675.917945 nChanged 122 SP:Iteration 9Q (7772.982130 sec): 3 clusters Score: Raw -660502.712197 + Penalty 2761.787105 = -657740.925091 nChanged 135 SP:Iteration 10Q (7773.037573 sec): 3 clusters Score: Raw -660564.980540 + Penalty 2761.787105 = -657803.193434 nChanged 105 SP:Iteration 11Q (7773.074268 sec): 3 clusters Score: Raw -660615.579058 + Penalty 2761.787105 = -657853.791953 nChanged 95 SP:Iteration 12Q (7773.116099 sec): 3 clusters Score: Raw -660654.032882 + Penalty 2761.787105 = -657892.245777 nChanged 76 SP:Iteration 13Q (7773.182365 sec): 3 clusters Score: Raw -660686.817064 + Penalty 2761.787105 = -657925.029959 nChanged 81 SP:Iteration 14Q (7773.220355 sec): 3 clusters Score: Raw -660723.499546 + Penalty 2761.787105 = -657961.712441 nChanged 75 SP:Iteration 15Q (7773.279248 sec): 3 clusters Score: Raw -660757.167169 + Penalty 2761.787105 = -657995.380064 nChanged 68 SP:Iteration 16Q (7773.317325 sec): 3 clusters Score: Raw -660783.195935 + Penalty 2761.787105 = -658021.408830 nChanged 56 SP:Iteration 17Q (7773.377386 sec): 3 clusters Score: Raw -660804.107112 + Penalty 2761.787105 = -658042.320007 nChanged 44 SP:Iteration 18Q (7773.429493 sec): 3 clusters Score: Raw -660822.043779 + Penalty 2761.787105 = -658060.256674 nChanged 37 SP:Iteration 19Q (7773.461356 sec): 3 clusters Score: Raw -660837.364148 + Penalty 2761.787105 = -658075.577042 nChanged 40 SP:Iteration 20F (7773.513607 sec): 3 clusters Score: Raw -660852.128111 + Penalty 2761.787105 = -658090.341006 nChanged 36 SP:Iteration 21Q (7773.566174 sec): 3 clusters Score: Raw -660866.549876 + Penalty 2761.787105 = -658104.762771 nChanged 36 SP:Iteration 22Q (7773.621488 sec): 3 clusters Score: Raw -660880.152934 + Penalty 2761.787105 = -658118.365829 nChanged 37 SP:Iteration 23Q (7773.659107 sec): 3 clusters Score: Raw -660893.851961 + Penalty 2761.787105 = -658132.064856 nChanged 37 SP:Iteration 24Q (7773.709773 sec): 3 clusters Score: Raw -660906.435137 + Penalty 2761.787105 = -658144.648032 nChanged 30 SP:Iteration 25Q (7773.768028 sec): 3 clusters Score: Raw -660918.277079 + Penalty 2761.787105 = -658156.489973 nChanged 42 SP:Iteration 26Q (7773.802084 sec): 3 clusters Score: Raw -660935.766451 + Penalty 2761.787105 = -658173.979346 nChanged 44 SP:Iteration 27Q (7773.851230 sec): 3 clusters Score: Raw -660951.992086 + Penalty 2761.787105 = -658190.204981 nChanged 40 SP:Iteration 28Q (7773.904025 sec): 3 clusters Score: Raw -660963.596746 + Penalty 2761.787105 = -658201.809640 nChanged 32 SP:Iteration 29Q (7773.961292 sec): 3 clusters Score: Raw -660973.167254 + Penalty 2761.787105 = -658211.380149 nChanged 31 SP:Iteration 30Q (7774.008362 sec): 3 clusters Score: Raw -660986.332019 + Penalty 2761.787105 = -658224.544914 nChanged 39 SP:Iteration 31Q (7774.062511 sec): 3 clusters Score: Raw -661004.837347 + Penalty 2761.787105 = -658243.050242 nChanged 42 SP:Iteration 32Q (7774.105791 sec): 3 clusters Score: Raw -661027.857039 + Penalty 2761.787105 = -658266.069934 nChanged 40 SP:Iteration 33Q (7774.158300 sec): 3 clusters Score: Raw -661048.948713 + Penalty 2761.787105 = -658287.161608 nChanged 39 SP:Iteration 34Q (7774.206336 sec): 3 clusters Score: Raw -661067.130576 + Penalty 2761.787105 = -658305.343471 nChanged 44 SP:Iteration 35Q (7774.247257 sec): 3 clusters Score: Raw -661087.493489 + Penalty 2761.787105 = -658325.706384 nChanged 39 SP:Iteration 36Q (7774.304234 sec): 3 clusters Score: Raw -661103.776320 + Penalty 2761.787105 = -658341.989215 nChanged 22 SP:Iteration 37Q (7774.350782 sec): 3 clusters Score: Raw -661112.849861 + Penalty 2761.787105 = -658351.062756 nChanged 20 SP:Iteration 38Q (7774.402293 sec): 3 clusters Score: Raw -661121.444239 + Penalty 2761.787105 = -658359.657133 nChanged 27 SP:Iteration 39Q (7774.454534 sec): 3 clusters Score: Raw -661131.224481 + Penalty 2761.787105 = -658369.437376 nChanged 22 SP:Iteration 40F (7774.503899 sec): 3 clusters Score: Raw -661136.900254 + Penalty 2761.787105 = -658375.113149 nChanged 16 SP:Iteration 41Q (7774.552281 sec): 3 clusters Score: Raw -661143.453570 + Penalty 2761.787105 = -658381.666464 nChanged 18 SP:Iteration 42Q (7774.595976 sec): 3 clusters Score: Raw -661149.187599 + Penalty 2761.787105 = -658387.400494 nChanged 11 SP:Iteration 43Q (7774.640187 sec): 3 clusters Score: Raw -661151.903636 + Penalty 2761.787105 = -658390.116531 nChanged 6 SP:Iteration 44Q (7774.681521 sec): 3 clusters Score: Raw -661154.086729 + Penalty 2761.787105 = -658392.299623 nChanged 10 SP:Iteration 45Q (7774.734926 sec): 3 clusters Score: Raw -661157.325178 + Penalty 2761.787105 = -658395.538072 nChanged 7 SP:Iteration 46Q (7774.783967 sec): 3 clusters Score: Raw -661158.792310 + Penalty 2761.787105 = -658397.005204 nChanged 6 SP:Iteration 47Q (7774.832656 sec): 3 clusters Score: Raw -661159.999690 + Penalty 2761.787105 = -658398.212585 nChanged 4 SP:Iteration 48Q (7774.878694 sec): 3 clusters Score: Raw -661160.563501 + Penalty 2761.787105 = -658398.776396 nChanged 2 SP:Iteration 49Q (7774.922784 sec): 3 clusters Score: Raw -661161.000042 + Penalty 2761.787105 = -658399.212937 nChanged 2 SP:Iteration 50Q (7774.970202 sec): 3 clusters Score: Raw -661162.296621 + Penalty 2761.787105 = -658400.509515 nChanged 3 SP:Iteration 51Q (7775.023657 sec): 3 clusters Score: Raw -661163.809890 + Penalty 2761.787105 = -658402.022785 nChanged 6 SP:Iteration 52Q (7775.070339 sec): 3 clusters Score: Raw -661166.059767 + Penalty 2761.787105 = -658404.272662 nChanged 6 SP:Iteration 53Q (7775.122635 sec): 3 clusters Score: Raw -661168.422577 + Penalty 2761.787105 = -658406.635472 nChanged 5 SP:Iteration 54Q (7775.175069 sec): 3 clusters Score: Raw -661170.345612 + Penalty 2761.787105 = -658408.558507 nChanged 10 SP:Iteration 55Q (7775.223050 sec): 3 clusters Score: Raw -661174.128198 + Penalty 2761.787105 = -658412.341093 nChanged 13 SP:Iteration 56Q (7775.267869 sec): 3 clusters Score: Raw -661179.413598 + Penalty 2761.787105 = -658417.626493 nChanged 14 SP:Iteration 57Q (7775.308815 sec): 3 clusters Score: Raw -661184.311603 + Penalty 2761.787105 = -658422.524498 nChanged 12 SP:Iteration 58Q (7775.363376 sec): 3 clusters Score: Raw -661188.178393 + Penalty 2761.787105 = -658426.391288 nChanged 12 SP:Iteration 59Q (7775.402835 sec): 3 clusters Score: Raw -661191.651109 + Penalty 2761.787105 = -658429.864004 nChanged 9 SP:Iteration 60F (7775.446945 sec): 3 clusters Score: Raw -661194.008030 + Penalty 2761.787105 = -658432.220925 nChanged 10 SP:Iteration 61Q (7775.468078 sec): 3 clusters Score: Raw -661196.489967 + Penalty 2761.787105 = -658434.702861 nChanged 6 SP:Iteration 62Q (7775.517527 sec): 3 clusters Score: Raw -661198.496360 + Penalty 2761.787105 = -658436.709255 nChanged 8 SP:Iteration 63Q (7775.554653 sec): 3 clusters Score: Raw -661201.307378 + Penalty 2761.787105 = -658439.520273 nChanged 6 SP:Iteration 64Q (7775.614794 sec): 3 clusters Score: Raw -661202.907494 + Penalty 2761.787105 = -658441.120389 nChanged 1 SP:Iteration 65Q (7775.646230 sec): 3 clusters Score: Raw -661203.294234 + Penalty 2761.787105 = -658441.507129 nChanged 3 SP:Iteration 66Q (7775.695322 sec): 3 clusters Score: Raw -661205.442330 + Penalty 2761.787105 = -658443.655225 nChanged 6 SP:Iteration 67Q (7775.743299 sec): 3 clusters Score: Raw -661208.057721 + Penalty 2761.787105 = -658446.270616 nChanged 7 SP:Iteration 68Q (7775.797558 sec): 3 clusters Score: Raw -661210.937249 + Penalty 2761.787105 = -658449.150143 nChanged 7 SP:Iteration 69Q (7775.845104 sec): 3 clusters Score: Raw -661214.075291 + Penalty 2761.787105 = -658452.288185 nChanged 5 SP:Iteration 70Q (7775.882632 sec): 3 clusters Score: Raw -661216.139765 + Penalty 2761.787105 = -658454.352660 nChanged 5 SP:Iteration 71Q (7775.941338 sec): 3 clusters Score: Raw -661217.219240 + Penalty 2761.787105 = -658455.432135 nChanged 3 SP:Iteration 72Q (7775.989034 sec): 3 clusters Score: Raw -661218.151207 + Penalty 2761.787105 = -658456.364101 nChanged 3 SP:Iteration 73Q (7776.029568 sec): 3 clusters Score: Raw -661219.890519 + Penalty 2761.787105 = -658458.103414 nChanged 1 SP:Iteration 74Q (7776.074876 sec): 3 clusters Score: Raw -661220.258359 + Penalty 2761.787105 = -658458.471253 nChanged 1 SP:Iteration 75Q (7776.124001 sec): 3 clusters Score: Raw -661220.336946 + Penalty 2761.787105 = -658458.549841 nChanged 2 SP:Iteration 76Q (7776.144057 sec): 3 clusters Score: Raw -661220.620928 + Penalty 2761.787105 = -658458.833823 nChanged 0 SP:Iteration 77F (7776.193346 sec): 3 clusters Score: Raw -661220.620928 + Penalty 2761.787105 = -658458.833823 nChanged 0 Trying to split cluster 27 (5468 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7776.218831 sec): 2 clusters Score: Raw -707105.234554 + Penalty 1398.583582 = -705706.650972 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7776.269874 sec): 3 clusters Score: Raw -704191.039614 + Penalty 2797.167164 = -701393.872450 nChanged 2246 SP:Iteration 1F (7776.311595 sec): 3 clusters Score: Raw -705509.320761 + Penalty 2797.167164 = -702712.153596 nChanged 429 SP:Iteration 2F (7776.364101 sec): 3 clusters Score: Raw -705798.752908 + Penalty 2797.167164 = -703001.585743 nChanged 354 SP:Iteration 3F (7776.403445 sec): 3 clusters Score: Raw -706023.826701 + Penalty 2797.167164 = -703226.659537 nChanged 307 SP:Iteration 4F (7776.452221 sec): 3 clusters Score: Raw -706194.767696 + Penalty 2797.167164 = -703397.600531 nChanged 255 SP:Iteration 5Q (7776.500243 sec): 3 clusters Score: Raw -706335.173433 + Penalty 2797.167164 = -703538.006269 nChanged 222 SP:Iteration 6Q (7776.553710 sec): 3 clusters Score: Raw -706472.262790 + Penalty 2797.167164 = -703675.095625 nChanged 218 SP:Iteration 7Q (7776.608110 sec): 3 clusters Score: Raw -706620.723975 + Penalty 2797.167164 = -703823.556811 nChanged 203 SP:Iteration 8Q (7776.652699 sec): 3 clusters Score: Raw -706766.707843 + Penalty 2797.167164 = -703969.540679 nChanged 188 SP:Iteration 9Q (7776.706366 sec): 3 clusters Score: Raw -706894.488877 + Penalty 2797.167164 = -704097.321713 nChanged 162 SP:Iteration 10Q (7776.753689 sec): 3 clusters Score: Raw -706985.357526 + Penalty 2797.167164 = -704188.190362 nChanged 114 SP:Iteration 11Q (7776.801994 sec): 3 clusters Score: Raw -707046.311642 + Penalty 2797.167164 = -704249.144478 nChanged 92 SP:Iteration 12Q (7776.854497 sec): 3 clusters Score: Raw -707098.429106 + Penalty 2797.167164 = -704301.261941 nChanged 81 SP:Iteration 13Q (7776.894353 sec): 3 clusters Score: Raw -707136.298782 + Penalty 2797.167164 = -704339.131618 nChanged 67 SP:Iteration 14Q (7776.936614 sec): 3 clusters Score: Raw -707161.945621 + Penalty 2797.167164 = -704364.778457 nChanged 59 SP:Iteration 15Q (7776.985998 sec): 3 clusters Score: Raw -707188.142840 + Penalty 2797.167164 = -704390.975676 nChanged 43 SP:Iteration 16Q (7777.036171 sec): 3 clusters Score: Raw -707204.405245 + Penalty 2797.167164 = -704407.238081 nChanged 41 SP:Iteration 17Q (7777.088149 sec): 3 clusters Score: Raw -707220.138491 + Penalty 2797.167164 = -704422.971327 nChanged 36 SP:Iteration 18Q (7777.110418 sec): 3 clusters Score: Raw -707231.638693 + Penalty 2797.167164 = -704434.471529 nChanged 23 SP:Iteration 19Q (7777.160536 sec): 3 clusters Score: Raw -707240.855311 + Penalty 2797.167164 = -704443.688147 nChanged 16 SP:Iteration 20F (7777.196965 sec): 3 clusters Score: Raw -707249.005550 + Penalty 2797.167164 = -704451.838386 nChanged 21 SP:Iteration 21Q (7777.253130 sec): 3 clusters Score: Raw -707257.613412 + Penalty 2797.167164 = -704460.446247 nChanged 22 SP:Iteration 22Q (7777.292406 sec): 3 clusters Score: Raw -707265.409970 + Penalty 2797.167164 = -704468.242806 nChanged 20 SP:Iteration 23Q (7777.352027 sec): 3 clusters Score: Raw -707272.801592 + Penalty 2797.167164 = -704475.634428 nChanged 15 SP:Iteration 24Q (7777.398338 sec): 3 clusters Score: Raw -707279.793383 + Penalty 2797.167164 = -704482.626219 nChanged 12 SP:Iteration 25Q (7777.450024 sec): 3 clusters Score: Raw -707283.610578 + Penalty 2797.167164 = -704486.443413 nChanged 16 SP:Iteration 26Q (7777.506151 sec): 3 clusters Score: Raw -707289.256835 + Penalty 2797.167164 = -704492.089671 nChanged 12 SP:Iteration 27Q (7777.542698 sec): 3 clusters Score: Raw -707292.929179 + Penalty 2797.167164 = -704495.762014 nChanged 12 SP:Iteration 28Q (7777.587539 sec): 3 clusters Score: Raw -707297.780705 + Penalty 2797.167164 = -704500.613541 nChanged 15 SP:Iteration 29Q (7777.630096 sec): 3 clusters Score: Raw -707303.720723 + Penalty 2797.167164 = -704506.553558 nChanged 17 SP:Iteration 30Q (7777.669043 sec): 3 clusters Score: Raw -707308.909690 + Penalty 2797.167164 = -704511.742526 nChanged 12 SP:Iteration 31Q (7777.721403 sec): 3 clusters Score: Raw -707314.162802 + Penalty 2797.167164 = -704516.995638 nChanged 13 SP:Iteration 32Q (7777.767597 sec): 3 clusters Score: Raw -707319.116180 + Penalty 2797.167164 = -704521.949016 nChanged 15 SP:Iteration 33Q (7777.805742 sec): 3 clusters Score: Raw -707326.970323 + Penalty 2797.167164 = -704529.803159 nChanged 20 SP:Iteration 34Q (7777.854980 sec): 3 clusters Score: Raw -707334.098348 + Penalty 2797.167164 = -704536.931184 nChanged 16 SP:Iteration 35Q (7777.901517 sec): 3 clusters Score: Raw -707340.028603 + Penalty 2797.167164 = -704542.861439 nChanged 8 SP:Iteration 36Q (7777.946910 sec): 3 clusters Score: Raw -707342.919548 + Penalty 2797.167164 = -704545.752384 nChanged 7 SP:Iteration 37Q (7777.999737 sec): 3 clusters Score: Raw -707344.484408 + Penalty 2797.167164 = -704547.317244 nChanged 3 SP:Iteration 38Q (7778.041832 sec): 3 clusters Score: Raw -707344.882853 + Penalty 2797.167164 = -704547.715689 nChanged 1 SP:Iteration 39Q (7778.091422 sec): 3 clusters Score: Raw -707345.125046 + Penalty 2797.167164 = -704547.957882 nChanged 2 SP:Iteration 40F (7778.142683 sec): 3 clusters Score: Raw -707345.693154 + Penalty 2797.167164 = -704548.525990 nChanged 1 SP:Iteration 41Q (7778.190814 sec): 3 clusters Score: Raw -707345.843442 + Penalty 2797.167164 = -704548.676278 nChanged 0 SP:Iteration 42F (7778.234403 sec): 3 clusters Score: Raw -707345.843442 + Penalty 2797.167164 = -704548.676278 nChanged 0 Trying to split cluster 28 (145614 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7778.445469 sec): 2 clusters Score: Raw -19510161.985177 + Penalty 1931.916117 = -19508230.069060 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7778.710609 sec): 3 clusters Score: Raw -19414551.193431 + Penalty 3863.832233 = -19410687.361198 nChanged 70382 SP:Iteration 1F (7778.980724 sec): 3 clusters Score: Raw -19456030.956288 + Penalty 3863.832233 = -19452167.124055 nChanged 5312 SP:Iteration 2Q (7779.233446 sec): 3 clusters Score: Raw -19457756.364511 + Penalty 3863.832233 = -19453892.532278 nChanged 6138 SP:Iteration 3Q (7779.499639 sec): 3 clusters Score: Raw -19460353.765854 + Penalty 3863.832233 = -19456489.933621 nChanged 7448 SP:Iteration 4F (7779.758362 sec): 3 clusters Score: Raw -19464494.705941 + Penalty 3863.832233 = -19460630.873707 nChanged 9250 SP:Iteration 5F (7780.015223 sec): 3 clusters Score: Raw -19471001.960148 + Penalty 3863.832233 = -19467138.127915 nChanged 10730 SP:Iteration 6F (7780.253891 sec): 3 clusters Score: Raw -19480013.720092 + Penalty 3863.832233 = -19476149.887859 nChanged 11008 SP:Iteration 7F (7780.526469 sec): 3 clusters Score: Raw -19490214.950576 + Penalty 3863.832233 = -19486351.118343 nChanged 9114 SP:Iteration 8F (7780.788355 sec): 3 clusters Score: Raw -19498960.070000 + Penalty 3863.832233 = -19495096.237766 nChanged 5911 SP:Iteration 9Q (7781.045148 sec): 3 clusters Score: Raw -19504443.971861 + Penalty 3863.832233 = -19500580.139628 nChanged 3362 SP:Iteration 10Q (7781.294697 sec): 3 clusters Score: Raw -19507235.010362 + Penalty 3863.832233 = -19503371.178128 nChanged 1940 SP:Iteration 11Q (7781.536216 sec): 3 clusters Score: Raw -19508587.516321 + Penalty 3863.832233 = -19504723.684088 nChanged 1189 SP:Iteration 12Q (7781.770749 sec): 3 clusters Score: Raw -19509311.983880 + Penalty 3863.832233 = -19505448.151646 nChanged 752 SP:Iteration 13Q (7781.991122 sec): 3 clusters Score: Raw -19509731.102521 + Penalty 3863.832233 = -19505867.270288 nChanged 483 SP:Iteration 14Q (7782.201442 sec): 3 clusters Score: Raw -19509970.309538 + Penalty 3863.832233 = -19506106.477305 nChanged 324 SP:Iteration 15Q (7782.418571 sec): 3 clusters Score: Raw -19510127.457616 + Penalty 3863.832233 = -19506263.625383 nChanged 240 SP:Iteration 16Q (7782.612514 sec): 3 clusters Score: Raw -19510232.729790 + Penalty 3863.832233 = -19506368.897557 nChanged 181 SP:Iteration 17Q (7782.811863 sec): 3 clusters Score: Raw -19510310.795766 + Penalty 3863.832233 = -19506446.963533 nChanged 136 SP:Iteration 18Q (7783.020790 sec): 3 clusters Score: Raw -19510362.137069 + Penalty 3863.832233 = -19506498.304835 nChanged 95 SP:Iteration 19Q (7783.247404 sec): 3 clusters Score: Raw -19510394.766714 + Penalty 3863.832233 = -19506530.934480 nChanged 82 SP:Iteration 20F (7783.490751 sec): 3 clusters Score: Raw -19510427.399690 + Penalty 3863.832233 = -19506563.567457 nChanged 73 SP:Iteration 21Q (7783.710295 sec): 3 clusters Score: Raw -19510452.078112 + Penalty 3863.832233 = -19506588.245879 nChanged 63 SP:Iteration 22Q (7783.906144 sec): 3 clusters Score: Raw -19510470.628127 + Penalty 3863.832233 = -19506606.795893 nChanged 38 SP:Iteration 23Q (7784.116657 sec): 3 clusters Score: Raw -19510482.898346 + Penalty 3863.832233 = -19506619.066113 nChanged 41 SP:Iteration 24Q (7784.313537 sec): 3 clusters Score: Raw -19510492.368958 + Penalty 3863.832233 = -19506628.536724 nChanged 27 SP:Iteration 25Q (7784.510572 sec): 3 clusters Score: Raw -19510499.212069 + Penalty 3863.832233 = -19506635.379836 nChanged 20 SP:Iteration 26Q (7784.732598 sec): 3 clusters Score: Raw -19510505.916115 + Penalty 3863.832233 = -19506642.083881 nChanged 28 SP:Iteration 27Q (7784.947345 sec): 3 clusters Score: Raw -19510513.941377 + Penalty 3863.832233 = -19506650.109143 nChanged 21 SP:Iteration 28Q (7785.174313 sec): 3 clusters Score: Raw -19510520.443981 + Penalty 3863.832233 = -19506656.611747 nChanged 17 SP:Iteration 29Q (7785.383927 sec): 3 clusters Score: Raw -19510526.272715 + Penalty 3863.832233 = -19506662.440481 nChanged 23 SP:Iteration 30Q (7785.606178 sec): 3 clusters Score: Raw -19510534.176242 + Penalty 3863.832233 = -19506670.344009 nChanged 25 SP:Iteration 31Q (7785.832603 sec): 3 clusters Score: Raw -19510541.339360 + Penalty 3863.832233 = -19506677.507127 nChanged 19 SP:Iteration 32Q (7786.043458 sec): 3 clusters Score: Raw -19510547.015380 + Penalty 3863.832233 = -19506683.183147 nChanged 18 SP:Iteration 33Q (7786.264474 sec): 3 clusters Score: Raw -19510554.637930 + Penalty 3863.832233 = -19506690.805697 nChanged 31 SP:Iteration 34Q (7786.489266 sec): 3 clusters Score: Raw -19510567.586841 + Penalty 3863.832233 = -19506703.754607 nChanged 22 SP:Iteration 35Q (7786.715269 sec): 3 clusters Score: Raw -19510575.473784 + Penalty 3863.832233 = -19506711.641551 nChanged 22 SP:Iteration 36Q (7786.925254 sec): 3 clusters Score: Raw -19510582.857435 + Penalty 3863.832233 = -19506719.025202 nChanged 15 SP:Iteration 37Q (7787.134393 sec): 3 clusters Score: Raw -19510587.214521 + Penalty 3863.832233 = -19506723.382288 nChanged 8 SP:Iteration 38Q (7787.342884 sec): 3 clusters Score: Raw -19510591.011363 + Penalty 3863.832233 = -19506727.179130 nChanged 8 SP:Iteration 39Q (7787.551755 sec): 3 clusters Score: Raw -19510592.879414 + Penalty 3863.832233 = -19506729.047181 nChanged 4 SP:Iteration 40F (7787.828510 sec): 3 clusters Score: Raw -19510594.001076 + Penalty 3863.832233 = -19506730.168843 nChanged 4 SP:Iteration 41Q (7788.027826 sec): 3 clusters Score: Raw -19510595.051482 + Penalty 3863.832233 = -19506731.219249 nChanged 2 SP:Iteration 42Q (7788.254206 sec): 3 clusters Score: Raw -19510596.144923 + Penalty 3863.832233 = -19506732.312689 nChanged 11 SP:Iteration 43Q (7788.442639 sec): 3 clusters Score: Raw -19510599.923433 + Penalty 3863.832233 = -19506736.091200 nChanged 9 SP:Iteration 44Q (7788.650654 sec): 3 clusters Score: Raw -19510603.970799 + Penalty 3863.832233 = -19506740.138566 nChanged 11 SP:Iteration 45Q (7788.849059 sec): 3 clusters Score: Raw -19510606.979526 + Penalty 3863.832233 = -19506743.147293 nChanged 5 SP:Iteration 46Q (7789.078883 sec): 3 clusters Score: Raw -19510608.290395 + Penalty 3863.832233 = -19506744.458162 nChanged 5 SP:Iteration 47Q (7789.283731 sec): 3 clusters Score: Raw -19510609.385385 + Penalty 3863.832233 = -19506745.553151 nChanged 4 SP:Iteration 48Q (7789.485901 sec): 3 clusters Score: Raw -19510611.180615 + Penalty 3863.832233 = -19506747.348382 nChanged 5 SP:Iteration 49Q (7789.713595 sec): 3 clusters Score: Raw -19510612.854527 + Penalty 3863.832233 = -19506749.022294 nChanged 5 SP:Iteration 50Q (7789.928512 sec): 3 clusters Score: Raw -19510614.172534 + Penalty 3863.832233 = -19506750.340301 nChanged 4 SP:Iteration 51Q (7790.135940 sec): 3 clusters Score: Raw -19510615.241849 + Penalty 3863.832233 = -19506751.409616 nChanged 2 SP:Iteration 52Q (7790.351144 sec): 3 clusters Score: Raw -19510615.948616 + Penalty 3863.832233 = -19506752.116383 nChanged 1 SP:Iteration 53Q (7790.564324 sec): 3 clusters Score: Raw -19510616.126849 + Penalty 3863.832233 = -19506752.294615 nChanged 0 SP:Iteration 54F (7790.807830 sec): 3 clusters Score: Raw -19510616.126849 + Penalty 3863.832233 = -19506752.294615 nChanged 0 Trying to split cluster 29 (954 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7790.842518 sec): 2 clusters Score: Raw -120580.427009 + Penalty 1114.857847 = -119465.569162 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7790.881259 sec): 3 clusters Score: Raw -120321.309923 + Penalty 2229.715693 = -118091.594230 nChanged 268 SP:Iteration 1F (7790.919814 sec): 3 clusters Score: Raw -120653.742914 + Penalty 2229.715693 = -118424.027221 nChanged 93 SP:Iteration 2F (7790.961828 sec): 3 clusters Score: Raw -120819.925734 + Penalty 2229.715693 = -118590.210040 nChanged 71 SP:Iteration 3F (7791.003908 sec): 3 clusters Score: Raw -120943.392952 + Penalty 2229.715693 = -118713.677259 nChanged 57 SP:Iteration 4F (7791.047437 sec): 3 clusters Score: Raw -121068.120744 + Penalty 2229.715693 = -118838.405051 nChanged 35 SP:Iteration 5Q (7791.089875 sec): 3 clusters Score: Raw -121123.500125 + Penalty 2229.715693 = -118893.784432 nChanged 25 SP:Iteration 6Q (7791.134193 sec): 3 clusters Score: Raw -121155.898053 + Penalty 2229.715693 = -118926.182359 nChanged 17 SP:Iteration 7Q (7791.191436 sec): 3 clusters Score: Raw -121182.114038 + Penalty 2229.715693 = -118952.398345 nChanged 13 SP:Iteration 8Q (7791.219399 sec): 3 clusters Score: Raw -121200.285434 + Penalty 2229.715693 = -118970.569741 nChanged 7 SP:Iteration 9Q (7791.261293 sec): 3 clusters Score: Raw -121207.985132 + Penalty 2229.715693 = -118978.269439 nChanged 4 SP:Iteration 10Q (7791.313270 sec): 3 clusters Score: Raw -121211.408560 + Penalty 2229.715693 = -118981.692867 nChanged 2 SP:Iteration 11Q (7791.351304 sec): 3 clusters Score: Raw -121214.952264 + Penalty 2229.715693 = -118985.236571 nChanged 1 SP:Iteration 12Q (7791.385930 sec): 3 clusters Score: Raw -121215.929628 + Penalty 2229.715693 = -118986.213934 nChanged 0 SP:Iteration 13F (7791.429589 sec): 3 clusters Score: Raw -121215.929628 + Penalty 2229.715693 = -118986.213934 nChanged 0 Trying to split cluster 30 (11797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7791.471218 sec): 2 clusters Score: Raw -1590733.363900 + Penalty 1523.535088 = -1589209.828812 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7791.540426 sec): 3 clusters Score: Raw -1583943.732750 + Penalty 3047.070176 = -1580896.662574 nChanged 5126 SP:Iteration 1F (7791.588470 sec): 3 clusters Score: Raw -1586639.658698 + Penalty 3047.070176 = -1583592.588523 nChanged 613 SP:Iteration 2F (7791.647907 sec): 3 clusters Score: Raw -1586870.743565 + Penalty 3047.070176 = -1583823.673390 nChanged 544 SP:Iteration 3Q (7791.714888 sec): 3 clusters Score: Raw -1587082.079033 + Penalty 3047.070176 = -1584035.008857 nChanged 483 SP:Iteration 4Q (7791.773798 sec): 3 clusters Score: Raw -1587272.945555 + Penalty 3047.070176 = -1584225.875379 nChanged 503 SP:Iteration 5Q (7791.840972 sec): 3 clusters Score: Raw -1587468.176578 + Penalty 3047.070176 = -1584421.106402 nChanged 490 SP:Iteration 6Q (7791.913390 sec): 3 clusters Score: Raw -1587687.077673 + Penalty 3047.070176 = -1584640.007497 nChanged 507 SP:Iteration 7Q (7791.967978 sec): 3 clusters Score: Raw -1587964.736268 + Penalty 3047.070176 = -1584917.666093 nChanged 534 SP:Iteration 8Q (7792.001119 sec): 3 clusters Score: Raw -1588299.491817 + Penalty 3047.070176 = -1585252.421641 nChanged 587 SP:Iteration 9Q (7792.066244 sec): 3 clusters Score: Raw -1588685.439700 + Penalty 3047.070176 = -1585638.369525 nChanged 579 SP:Iteration 10Q (7792.124792 sec): 3 clusters Score: Raw -1589084.831320 + Penalty 3047.070176 = -1586037.761144 nChanged 566 SP:Iteration 11Q (7792.189017 sec): 3 clusters Score: Raw -1589468.290004 + Penalty 3047.070176 = -1586421.219828 nChanged 499 SP:Iteration 12Q (7792.254029 sec): 3 clusters Score: Raw -1589770.990396 + Penalty 3047.070176 = -1586723.920220 nChanged 384 SP:Iteration 13Q (7792.312738 sec): 3 clusters Score: Raw -1589970.023897 + Penalty 3047.070176 = -1586922.953721 nChanged 285 SP:Iteration 14Q (7792.379855 sec): 3 clusters Score: Raw -1590087.201066 + Penalty 3047.070176 = -1587040.130891 nChanged 202 SP:Iteration 15Q (7792.439370 sec): 3 clusters Score: Raw -1590159.158392 + Penalty 3047.070176 = -1587112.088217 nChanged 163 SP:Iteration 16Q (7792.508377 sec): 3 clusters Score: Raw -1590207.570168 + Penalty 3047.070176 = -1587160.499992 nChanged 122 SP:Iteration 17Q (7792.560874 sec): 3 clusters Score: Raw -1590246.267290 + Penalty 3047.070176 = -1587199.197114 nChanged 117 SP:Iteration 18Q (7792.611412 sec): 3 clusters Score: Raw -1590281.775679 + Penalty 3047.070176 = -1587234.705503 nChanged 115 SP:Iteration 19Q (7792.678182 sec): 3 clusters Score: Raw -1590317.206109 + Penalty 3047.070176 = -1587270.135933 nChanged 114 SP:Iteration 20F (7792.736949 sec): 3 clusters Score: Raw -1590354.585405 + Penalty 3047.070176 = -1587307.515229 nChanged 130 SP:Iteration 21Q (7792.800819 sec): 3 clusters Score: Raw -1590403.190175 + Penalty 3047.070176 = -1587356.119999 nChanged 133 SP:Iteration 22Q (7792.849902 sec): 3 clusters Score: Raw -1590450.648098 + Penalty 3047.070176 = -1587403.577923 nChanged 120 SP:Iteration 23Q (7792.904303 sec): 3 clusters Score: Raw -1590493.612657 + Penalty 3047.070176 = -1587446.542481 nChanged 112 SP:Iteration 24Q (7792.958511 sec): 3 clusters Score: Raw -1590533.710615 + Penalty 3047.070176 = -1587486.640439 nChanged 111 SP:Iteration 25Q (7793.018216 sec): 3 clusters Score: Raw -1590574.592322 + Penalty 3047.070176 = -1587527.522146 nChanged 100 SP:Iteration 26Q (7793.078315 sec): 3 clusters Score: Raw -1590617.143319 + Penalty 3047.070176 = -1587570.073143 nChanged 96 SP:Iteration 27Q (7793.133244 sec): 3 clusters Score: Raw -1590657.588965 + Penalty 3047.070176 = -1587610.518789 nChanged 97 SP:Iteration 28Q (7793.199591 sec): 3 clusters Score: Raw -1590701.720041 + Penalty 3047.070176 = -1587654.649866 nChanged 113 SP:Iteration 29Q (7793.255085 sec): 3 clusters Score: Raw -1590742.289762 + Penalty 3047.070176 = -1587695.219587 nChanged 95 SP:Iteration 30Q (7793.309566 sec): 3 clusters Score: Raw -1590784.623196 + Penalty 3047.070176 = -1587737.553020 nChanged 104 SP:Iteration 31Q (7793.375952 sec): 3 clusters Score: Raw -1590835.225500 + Penalty 3047.070176 = -1587788.155324 nChanged 104 SP:Iteration 32Q (7793.440798 sec): 3 clusters Score: Raw -1590880.651470 + Penalty 3047.070176 = -1587833.581294 nChanged 89 SP:Iteration 33Q (7793.504881 sec): 3 clusters Score: Raw -1590912.431131 + Penalty 3047.070176 = -1587865.360955 nChanged 76 SP:Iteration 34Q (7793.566593 sec): 3 clusters Score: Raw -1590940.568146 + Penalty 3047.070176 = -1587893.497971 nChanged 64 SP:Iteration 35Q (7793.607892 sec): 3 clusters Score: Raw -1590959.690903 + Penalty 3047.070176 = -1587912.620728 nChanged 59 SP:Iteration 36Q (7793.655352 sec): 3 clusters Score: Raw -1590978.539343 + Penalty 3047.070176 = -1587931.469167 nChanged 48 SP:Iteration 37Q (7793.711267 sec): 3 clusters Score: Raw -1590995.180480 + Penalty 3047.070176 = -1587948.110305 nChanged 61 SP:Iteration 38Q (7793.778026 sec): 3 clusters Score: Raw -1591012.557282 + Penalty 3047.070176 = -1587965.487106 nChanged 52 SP:Iteration 39Q (7793.841895 sec): 3 clusters Score: Raw -1591030.239576 + Penalty 3047.070176 = -1587983.169400 nChanged 47 SP:Iteration 40F (7793.892334 sec): 3 clusters Score: Raw -1591044.784811 + Penalty 3047.070176 = -1587997.714635 nChanged 47 SP:Iteration 41Q (7793.940338 sec): 3 clusters Score: Raw -1591061.998892 + Penalty 3047.070176 = -1588014.928716 nChanged 43 SP:Iteration 42Q (7794.007108 sec): 3 clusters Score: Raw -1591075.494466 + Penalty 3047.070176 = -1588028.424290 nChanged 45 SP:Iteration 43Q (7794.045640 sec): 3 clusters Score: Raw -1591085.936459 + Penalty 3047.070176 = -1588038.866283 nChanged 32 SP:Iteration 44Q (7794.101232 sec): 3 clusters Score: Raw -1591092.391993 + Penalty 3047.070176 = -1588045.321817 nChanged 27 SP:Iteration 45Q (7794.164182 sec): 3 clusters Score: Raw -1591098.259778 + Penalty 3047.070176 = -1588051.189602 nChanged 24 SP:Iteration 46Q (7794.204221 sec): 3 clusters Score: Raw -1591103.766660 + Penalty 3047.070176 = -1588056.696484 nChanged 15 SP:Iteration 47Q (7794.265638 sec): 3 clusters Score: Raw -1591106.714888 + Penalty 3047.070176 = -1588059.644713 nChanged 11 SP:Iteration 48Q (7794.330460 sec): 3 clusters Score: Raw -1591109.063537 + Penalty 3047.070176 = -1588061.993361 nChanged 16 SP:Iteration 49Q (7794.390696 sec): 3 clusters Score: Raw -1591112.314472 + Penalty 3047.070176 = -1588065.244296 nChanged 16 SP:Iteration 50Q (7794.439181 sec): 3 clusters Score: Raw -1591115.045808 + Penalty 3047.070176 = -1588067.975632 nChanged 11 SP:Iteration 51Q (7794.503874 sec): 3 clusters Score: Raw -1591116.957021 + Penalty 3047.070176 = -1588069.886845 nChanged 7 SP:Iteration 52Q (7794.556728 sec): 3 clusters Score: Raw -1591118.453627 + Penalty 3047.070176 = -1588071.383451 nChanged 8 SP:Iteration 53Q (7794.614347 sec): 3 clusters Score: Raw -1591119.845753 + Penalty 3047.070176 = -1588072.775577 nChanged 7 SP:Iteration 54Q (7794.678551 sec): 3 clusters Score: Raw -1591121.076738 + Penalty 3047.070176 = -1588074.006562 nChanged 9 SP:Iteration 55Q (7794.740991 sec): 3 clusters Score: Raw -1591122.526413 + Penalty 3047.070176 = -1588075.456237 nChanged 10 SP:Iteration 56Q (7794.805898 sec): 3 clusters Score: Raw -1591123.905628 + Penalty 3047.070176 = -1588076.835452 nChanged 4 SP:Iteration 57Q (7794.868754 sec): 3 clusters Score: Raw -1591124.589237 + Penalty 3047.070176 = -1588077.519061 nChanged 4 SP:Iteration 58Q (7794.930770 sec): 3 clusters Score: Raw -1591125.131757 + Penalty 3047.070176 = -1588078.061581 nChanged 1 SP:Iteration 59Q (7794.993060 sec): 3 clusters Score: Raw -1591125.658091 + Penalty 3047.070176 = -1588078.587915 nChanged 4 SP:Iteration 60F (7795.051479 sec): 3 clusters Score: Raw -1591126.192235 + Penalty 3047.070176 = -1588079.122059 nChanged 1 SP:Iteration 61Q (7795.112951 sec): 3 clusters Score: Raw -1591126.216500 + Penalty 3047.070176 = -1588079.146324 nChanged 0 SP:Iteration 62F (7795.178039 sec): 3 clusters Score: Raw -1591126.216500 + Penalty 3047.070176 = -1588079.146324 nChanged 0 Trying to split cluster 31 (15319 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7795.215502 sec): 2 clusters Score: Raw -2039077.284701 + Penalty 1565.987990 = -2037511.296711 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7795.281856 sec): 3 clusters Score: Raw -2030075.042276 + Penalty 3131.975979 = -2026943.066297 nChanged 6812 SP:Iteration 1F (7795.358285 sec): 3 clusters Score: Raw -2034016.777687 + Penalty 3131.975979 = -2030884.801707 nChanged 1027 SP:Iteration 2F (7795.414820 sec): 3 clusters Score: Raw -2034652.572956 + Penalty 3131.975979 = -2031520.596977 nChanged 1109 SP:Iteration 3F (7795.478430 sec): 3 clusters Score: Raw -2035596.410661 + Penalty 3131.975979 = -2032464.434682 nChanged 1296 SP:Iteration 4F (7795.547671 sec): 3 clusters Score: Raw -2036873.441859 + Penalty 3131.975979 = -2033741.465879 nChanged 1321 SP:Iteration 5F (7795.617225 sec): 3 clusters Score: Raw -2038125.908317 + Penalty 3131.975979 = -2034993.932338 nChanged 1035 SP:Iteration 6F (7795.683010 sec): 3 clusters Score: Raw -2038991.304378 + Penalty 3131.975979 = -2035859.328399 nChanged 712 SP:Iteration 7Q (7795.758046 sec): 3 clusters Score: Raw -2039542.265752 + Penalty 3131.975979 = -2036410.289773 nChanged 456 SP:Iteration 8Q (7795.810217 sec): 3 clusters Score: Raw -2039852.198321 + Penalty 3131.975979 = -2036720.222342 nChanged 284 SP:Iteration 9Q (7795.880282 sec): 3 clusters Score: Raw -2040033.278750 + Penalty 3131.975979 = -2036901.302770 nChanged 205 SP:Iteration 10Q (7795.929224 sec): 3 clusters Score: Raw -2040151.508580 + Penalty 3131.975979 = -2037019.532601 nChanged 167 SP:Iteration 11Q (7795.997603 sec): 3 clusters Score: Raw -2040224.956165 + Penalty 3131.975979 = -2037092.980185 nChanged 110 SP:Iteration 12Q (7796.066887 sec): 3 clusters Score: Raw -2040265.946626 + Penalty 3131.975979 = -2037133.970646 nChanged 84 SP:Iteration 13Q (7796.130205 sec): 3 clusters Score: Raw -2040292.441718 + Penalty 3131.975979 = -2037160.465738 nChanged 75 SP:Iteration 14Q (7796.197282 sec): 3 clusters Score: Raw -2040315.558222 + Penalty 3131.975979 = -2037183.582243 nChanged 48 SP:Iteration 15Q (7796.261327 sec): 3 clusters Score: Raw -2040328.816515 + Penalty 3131.975979 = -2037196.840535 nChanged 38 SP:Iteration 16Q (7796.323741 sec): 3 clusters Score: Raw -2040338.275224 + Penalty 3131.975979 = -2037206.299244 nChanged 41 SP:Iteration 17Q (7796.385789 sec): 3 clusters Score: Raw -2040348.381661 + Penalty 3131.975979 = -2037216.405682 nChanged 36 SP:Iteration 18Q (7796.442683 sec): 3 clusters Score: Raw -2040356.883484 + Penalty 3131.975979 = -2037224.907505 nChanged 35 SP:Iteration 19Q (7796.505160 sec): 3 clusters Score: Raw -2040365.230997 + Penalty 3131.975979 = -2037233.255018 nChanged 31 SP:Iteration 20F (7796.570941 sec): 3 clusters Score: Raw -2040372.294596 + Penalty 3131.975979 = -2037240.318617 nChanged 24 SP:Iteration 21Q (7796.641379 sec): 3 clusters Score: Raw -2040377.239197 + Penalty 3131.975979 = -2037245.263218 nChanged 36 SP:Iteration 22Q (7796.710750 sec): 3 clusters Score: Raw -2040384.462204 + Penalty 3131.975979 = -2037252.486225 nChanged 30 SP:Iteration 23Q (7796.759322 sec): 3 clusters Score: Raw -2040390.176184 + Penalty 3131.975979 = -2037258.200205 nChanged 22 SP:Iteration 24Q (7796.834076 sec): 3 clusters Score: Raw -2040394.384520 + Penalty 3131.975979 = -2037262.408541 nChanged 17 SP:Iteration 25Q (7796.891670 sec): 3 clusters Score: Raw -2040397.446278 + Penalty 3131.975979 = -2037265.470299 nChanged 13 SP:Iteration 26Q (7796.932665 sec): 3 clusters Score: Raw -2040399.779739 + Penalty 3131.975979 = -2037267.803760 nChanged 14 SP:Iteration 27Q (7796.999420 sec): 3 clusters Score: Raw -2040403.131414 + Penalty 3131.975979 = -2037271.155434 nChanged 11 SP:Iteration 28Q (7797.053323 sec): 3 clusters Score: Raw -2040404.912605 + Penalty 3131.975979 = -2037272.936626 nChanged 13 SP:Iteration 29Q (7797.121931 sec): 3 clusters Score: Raw -2040407.212449 + Penalty 3131.975979 = -2037275.236470 nChanged 16 SP:Iteration 30Q (7797.184828 sec): 3 clusters Score: Raw -2040411.294862 + Penalty 3131.975979 = -2037279.318883 nChanged 12 SP:Iteration 31Q (7797.256714 sec): 3 clusters Score: Raw -2040413.078561 + Penalty 3131.975979 = -2037281.102582 nChanged 8 SP:Iteration 32Q (7797.322859 sec): 3 clusters Score: Raw -2040414.482120 + Penalty 3131.975979 = -2037282.506140 nChanged 9 SP:Iteration 33Q (7797.374278 sec): 3 clusters Score: Raw -2040415.884081 + Penalty 3131.975979 = -2037283.908102 nChanged 11 SP:Iteration 34Q (7797.437227 sec): 3 clusters Score: Raw -2040418.309871 + Penalty 3131.975979 = -2037286.333892 nChanged 13 SP:Iteration 35Q (7797.497086 sec): 3 clusters Score: Raw -2040421.520732 + Penalty 3131.975979 = -2037289.544753 nChanged 11 SP:Iteration 36Q (7797.559459 sec): 3 clusters Score: Raw -2040423.501877 + Penalty 3131.975979 = -2037291.525898 nChanged 11 SP:Iteration 37Q (7797.620165 sec): 3 clusters Score: Raw -2040425.781414 + Penalty 3131.975979 = -2037293.805435 nChanged 8 SP:Iteration 38Q (7797.693893 sec): 3 clusters Score: Raw -2040426.805845 + Penalty 3131.975979 = -2037294.829865 nChanged 8 SP:Iteration 39Q (7797.749535 sec): 3 clusters Score: Raw -2040427.951774 + Penalty 3131.975979 = -2037295.975794 nChanged 4 SP:Iteration 40F (7797.805145 sec): 3 clusters Score: Raw -2040428.282873 + Penalty 3131.975979 = -2037296.306893 nChanged 2 SP:Iteration 41Q (7797.868011 sec): 3 clusters Score: Raw -2040428.443311 + Penalty 3131.975979 = -2037296.467332 nChanged 2 SP:Iteration 42Q (7797.937460 sec): 3 clusters Score: Raw -2040428.627963 + Penalty 3131.975979 = -2037296.651984 nChanged 2 SP:Iteration 43Q (7798.004381 sec): 3 clusters Score: Raw -2040428.843559 + Penalty 3131.975979 = -2037296.867580 nChanged 0 SP:Iteration 44F (7798.081780 sec): 3 clusters Score: Raw -2040428.843559 + Penalty 3131.975979 = -2037296.867580 nChanged 0 Trying to split cluster 32 (11646 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (7798.118523 sec): 2 clusters Score: Raw -1356416.591098 + Penalty 1521.441684 = -1354895.149414 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (7798.180565 sec): 3 clusters Score: Raw -1349642.680591 + Penalty 3042.883367 = -1346599.797223 nChanged 5167 SP:Iteration 1F (7798.238306 sec): 3 clusters Score: Raw -1352535.902752 + Penalty 3042.883367 = -1349493.019385 nChanged 796 SP:Iteration 2F (7798.301286 sec): 3 clusters Score: Raw -1352984.545728 + Penalty 3042.883367 = -1349941.662361 nChanged 744 SP:Iteration 3F (7798.367414 sec): 3 clusters Score: Raw -1353415.942534 + Penalty 3042.883367 = -1350373.059167 nChanged 715 SP:Iteration 4F (7798.437483 sec): 3 clusters Score: Raw -1353853.556195 + Penalty 3042.883367 = -1350810.672828 nChanged 676 SP:Iteration 5F (7798.480518 sec): 3 clusters Score: Raw -1354288.016514 + Penalty 3042.883367 = -1351245.133147 nChanged 642 SP:Iteration 6F (7798.539403 sec): 3 clusters Score: Raw -1354691.606597 + Penalty 3042.883367 = -1351648.723230 nChanged 562 SP:Iteration 7Q (7798.605818 sec): 3 clusters Score: Raw -1355033.327936 + Penalty 3042.883367 = -1351990.444569 nChanged 511 SP:Iteration 8Q (7798.671206 sec): 3 clusters Score: Raw -1355332.370192 + Penalty 3042.883367 = -1352289.486825 nChanged 461 SP:Iteration 9Q (7798.714328 sec): 3 clusters Score: Raw -1355608.388548 + Penalty 3042.883367 = -1352565.505181 nChanged 424 SP:Iteration 10Q (7798.776268 sec): 3 clusters Score: Raw -1355862.781365 + Penalty 3042.883367 = -1352819.897998 nChanged 362 SP:Iteration 11Q (7798.834659 sec): 3 clusters Score: Raw -1356068.423034 + Penalty 3042.883367 = -1353025.539667 nChanged 284 SP:Iteration 12Q (7798.894059 sec): 3 clusters Score: Raw -1356203.844052 + Penalty 3042.883367 = -1353160.960685 nChanged 254 SP:Iteration 13Q (7798.961389 sec): 3 clusters Score: Raw -1356313.102488 + Penalty 3042.883367 = -1353270.219121 nChanged 201 SP:Iteration 14Q (7799.018541 sec): 3 clusters Score: Raw -1356387.079818 + Penalty 3042.883367 = -1353344.196451 nChanged 152 SP:Iteration 15Q (7799.082403 sec): 3 clusters Score: Raw -1356440.022070 + Penalty 3042.883367 = -1353397.138703 nChanged 130 SP:Iteration 16Q (7799.133205 sec): 3 clusters Score: Raw -1356489.326556 + Penalty 3042.883367 = -1353446.443189 nChanged 131 SP:Iteration 17Q (7799.204958 sec): 3 clusters Score: Raw -1356533.811094 + Penalty 3042.883367 = -1353490.927727 nChanged 107 SP:Iteration 18Q (7799.261879 sec): 3 clusters Score: Raw -1356570.125003 + Penalty 3042.883367 = -1353527.241636 nChanged 119 SP:Iteration 19Q (7799.318504 sec): 3 clusters Score: Raw -1356604.831487 + Penalty 3042.883367 = -1353561.948120 nChanged 113 SP:Iteration 20F (7799.373515 sec): 3 clusters Score: Raw -1356642.462954 + Penalty 3042.883367 = -1353599.579587 nChanged 103 SP:Iteration 21Q (7799.443748 sec): 3 clusters Score: Raw -1356677.591022 + Penalty 3042.883367 = -1353634.707655 nChanged 113 SP:Iteration 22Q (7799.496278 sec): 3 clusters Score: Raw -1356710.534475 + Penalty 3042.883367 = -1353667.651108 nChanged 93 SP:Iteration 23Q (7799.554593 sec): 3 clusters Score: Raw -1356747.214272 + Penalty 3042.883367 = -1353704.330905 nChanged 121 SP:Iteration 24Q (7799.613822 sec): 3 clusters Score: Raw -1356799.367423 + Penalty 3042.883367 = -1353756.484056 nChanged 122 SP:Iteration 25Q (7799.680333 sec): 3 clusters Score: Raw -1356845.718894 + Penalty 3042.883367 = -1353802.835527 nChanged 103 SP:Iteration 26Q (7799.736307 sec): 3 clusters Score: Raw -1356883.393461 + Penalty 3042.883367 = -1353840.510094 nChanged 103 SP:Iteration 27Q (7799.791875 sec): 3 clusters Score: Raw -1356920.301636 + Penalty 3042.883367 = -1353877.418269 nChanged 100 SP:Iteration 28Q (7799.845578 sec): 3 clusters Score: Raw -1356951.639735 + Penalty 3042.883367 = -1353908.756368 nChanged 99 SP:Iteration 29Q (7799.906480 sec): 3 clusters Score: Raw -1356979.816780 + Penalty 3042.883367 = -1353936.933413 nChanged 79 SP:Iteration 30Q (7799.970502 sec): 3 clusters Score: Raw -1357001.484592 + Penalty 3042.883367 = -1353958.601225 nChanged 54 SP:Iteration 31Q (7800.029429 sec): 3 clusters Score: Raw -1357017.959876 + Penalty 3042.883367 = -1353975.076509 nChanged 43 SP:Iteration 32Q (7800.089188 sec): 3 clusters Score: Raw -1357027.960608 + Penalty 3042.883367 = -1353985.077241 nChanged 33 SP:Iteration 33Q (7800.152435 sec): 3 clusters Score: Raw -1357038.260792 + Penalty 3042.883367 = -1353995.377425 nChanged 45 SP:Iteration 34Q (7800.212786 sec): 3 clusters Score: Raw -1357050.940685 + Penalty 3042.883367 = -1354008.057318 nChanged 30 SP:Iteration 35Q (7800.279148 sec): 3 clusters Score: Raw -1357057.945054 + Penalty 3042.883367 = -1354015.061687 nChanged 38 SP:Iteration 36Q (7800.341412 sec): 3 clusters Score: Raw -1357070.098406 + Penalty 3042.883367 = -1354027.215039 nChanged 49 SP:Iteration 37Q (7800.359164 sec): 3 clusters Score: Raw -1357085.522823 + Penalty 3042.883367 = -1354042.639456 nChanged 41 SP:Iteration 38Q (7800.422007 sec): 3 clusters Score: Raw -1357096.837774 + Penalty 3042.883367 = -1354053.954407 nChanged 27 SP:Iteration 39Q (7800.485196 sec): 3 clusters Score: Raw -1357104.034995 + Penalty 3042.883367 = -1354061.151628 nChanged 24 SP:Iteration 40F (7800.548180 sec): 3 clusters Score: Raw -1357109.996172 + Penalty 3042.883367 = -1354067.112805 nChanged 29 SP:Iteration 41Q (7800.597658 sec): 3 clusters Score: Raw -1357119.419587 + Penalty 3042.883367 = -1354076.536220 nChanged 37 SP:Iteration 42Q (7800.658592 sec): 3 clusters Score: Raw -1357130.893223 + Penalty 3042.883367 = -1354088.009856 nChanged 34 SP:Iteration 43Q (7800.716163 sec): 3 clusters Score: Raw -1357140.309070 + Penalty 3042.883367 = -1354097.425703 nChanged 30 SP:Iteration 44Q (7800.764898 sec): 3 clusters Score: Raw -1357149.587976 + Penalty 3042.883367 = -1354106.704609 nChanged 31 SP:Iteration 45Q (7800.821910 sec): 3 clusters Score: Raw -1357158.928071 + Penalty 3042.883367 = -1354116.044704 nChanged 32 SP:Iteration 46Q (7800.870751 sec): 3 clusters Score: Raw -1357169.128395 + Penalty 3042.883367 = -1354126.245028 nChanged 34 SP:Iteration 47Q (7800.916355 sec): 3 clusters Score: Raw -1357177.705849 + Penalty 3042.883367 = -1354134.822482 nChanged 20 SP:Iteration 48Q (7800.945204 sec): 3 clusters Score: Raw -1357183.539386 + Penalty 3042.883367 = -1354140.656019 nChanged 19 SP:Iteration 49Q (7801.002427 sec): 3 clusters Score: Raw -1357188.337395 + Penalty 3042.883367 = -1354145.454028 nChanged 18 SP:Iteration 50Q (7801.064915 sec): 3 clusters Score: Raw -1357192.726732 + Penalty 3042.883367 = -1354149.843365 nChanged 23 SP:Iteration 51Q (7801.116214 sec): 3 clusters Score: Raw -1357198.244905 + Penalty 3042.883367 = -1354155.361538 nChanged 22 SP:Iteration 52Q (7801.173511 sec): 3 clusters Score: Raw -1357203.790209 + Penalty 3042.883367 = -1354160.906842 nChanged 25 SP:Iteration 53Q (7801.246201 sec): 3 clusters Score: Raw -1357210.071204 + Penalty 3042.883367 = -1354167.187837 nChanged 19 SP:Iteration 54Q (7801.303437 sec): 3 clusters Score: Raw -1357215.330578 + Penalty 3042.883367 = -1354172.447211 nChanged 19 SP:Iteration 55Q (7801.351108 sec): 3 clusters Score: Raw -1357220.400680 + Penalty 3042.883367 = -1354177.517313 nChanged 18 SP:Iteration 56Q (7801.413979 sec): 3 clusters Score: Raw -1357225.634830 + Penalty 3042.883367 = -1354182.751463 nChanged 17 SP:Iteration 57Q (7801.467158 sec): 3 clusters Score: Raw -1357229.090003 + Penalty 3042.883367 = -1354186.206636 nChanged 11 SP:Iteration 58Q (7801.530375 sec): 3 clusters Score: Raw -1357231.290417 + Penalty 3042.883367 = -1354188.407050 nChanged 16 SP:Iteration 59Q (7801.577554 sec): 3 clusters Score: Raw -1357235.204464 + Penalty 3042.883367 = -1354192.321097 nChanged 9 SP:Iteration 60F (7801.635123 sec): 3 clusters Score: Raw -1357236.967811 + Penalty 3042.883367 = -1354194.084444 nChanged 7 SP:Iteration 61Q (7801.699233 sec): 3 clusters Score: Raw -1357238.768161 + Penalty 3042.883367 = -1354195.884794 nChanged 8 SP:Iteration 62Q (7801.748831 sec): 3 clusters Score: Raw -1357240.086510 + Penalty 3042.883367 = -1354197.203143 nChanged 6 SP:Iteration 63Q (7801.803481 sec): 3 clusters Score: Raw -1357241.048389 + Penalty 3042.883367 = -1354198.165022 nChanged 9 SP:Iteration 64Q (7801.860633 sec): 3 clusters Score: Raw -1357243.240965 + Penalty 3042.883367 = -1354200.357598 nChanged 6 SP:Iteration 65Q (7801.914746 sec): 3 clusters Score: Raw -1357244.610443 + Penalty 3042.883367 = -1354201.727076 nChanged 4 SP:Iteration 66Q (7801.972337 sec): 3 clusters Score: Raw -1357245.289330 + Penalty 3042.883367 = -1354202.405963 nChanged 2 SP:Iteration 67Q (7802.033976 sec): 3 clusters Score: Raw -1357246.194298 + Penalty 3042.883367 = -1354203.310931 nChanged 6 SP:Iteration 68Q (7802.098020 sec): 3 clusters Score: Raw -1357247.872141 + Penalty 3042.883367 = -1354204.988774 nChanged 9 SP:Iteration 69Q (7802.143393 sec): 3 clusters Score: Raw -1357249.601976 + Penalty 3042.883367 = -1354206.718609 nChanged 7 SP:Iteration 70Q (7802.210710 sec): 3 clusters Score: Raw -1357250.710638 + Penalty 3042.883367 = -1354207.827271 nChanged 2 SP:Iteration 71Q (7802.269813 sec): 3 clusters Score: Raw -1357251.145358 + Penalty 3042.883367 = -1354208.261991 nChanged 1 SP:Iteration 72Q (7802.332383 sec): 3 clusters Score: Raw -1357251.726469 + Penalty 3042.883367 = -1354208.843102 nChanged 1 SP:Iteration 73Q (7802.386763 sec): 3 clusters Score: Raw -1357252.045553 + Penalty 3042.883367 = -1354209.162186 nChanged 2 SP:Iteration 74Q (7802.442150 sec): 3 clusters Score: Raw -1357252.212314 + Penalty 3042.883367 = -1354209.328947 nChanged 1 SP:Iteration 75Q (7802.493005 sec): 3 clusters Score: Raw -1357252.377580 + Penalty 3042.883367 = -1354209.494213 nChanged 1 SP:Iteration 76Q (7802.558322 sec): 3 clusters Score: Raw -1357252.466061 + Penalty 3042.883367 = -1354209.582694 nChanged 0 SP:Iteration 77F (7802.622747 sec): 3 clusters Score: Raw -1357252.466061 + Penalty 3042.883367 = -1354209.582694 nChanged 0 Iteration 139Q (7809.677776 sec): 33 clusters Score: Raw -99959611.598396 + Penalty 70492.082535 = -99889119.515861 nChanged 786 Iteration 140F (7824.567711 sec): 33 clusters Score: Raw -99959657.179165 + Penalty 70492.082535 = -99889165.096630 nChanged 789 Iteration 141Q (7831.377464 sec): 33 clusters Score: Raw -99959706.022991 + Penalty 70492.082535 = -99889213.940456 nChanged 823 Iteration 142Q (7838.303813 sec): 33 clusters Score: Raw -99959756.485692 + Penalty 70492.082535 = -99889264.403157 nChanged 787 Iteration 143Q (7845.162020 sec): 33 clusters Score: Raw -99959809.564497 + Penalty 70492.082535 = -99889317.481962 nChanged 837 Iteration 144Q (7852.184302 sec): 33 clusters Score: Raw -99959862.348069 + Penalty 70492.082535 = -99889370.265534 nChanged 851 Iteration 145Q (7859.099574 sec): 33 clusters Score: Raw -99959920.862580 + Penalty 70492.082535 = -99889428.780045 nChanged 864 Iteration 146Q (7866.149769 sec): 33 clusters Score: Raw -99959983.676339 + Penalty 70492.082535 = -99889491.593804 nChanged 902 Iteration 147Q (7873.167230 sec): 33 clusters Score: Raw -99960047.453709 + Penalty 70492.082535 = -99889555.371173 nChanged 858 Iteration 148Q (7880.055174 sec): 33 clusters Score: Raw -99960104.975197 + Penalty 70492.082535 = -99889612.892662 nChanged 842 Iteration 149Q (7886.942937 sec): 33 clusters Score: Raw -99960167.044870 + Penalty 70492.082535 = -99889674.962335 nChanged 850 Iteration 150Q (7893.907224 sec): 33 clusters Score: Raw -99960230.347173 + Penalty 70492.082535 = -99889738.264638 nChanged 827 Iteration 151Q (7900.819631 sec): 33 clusters Score: Raw -99960295.883836 + Penalty 70492.082535 = -99889803.801301 nChanged 876 Iteration 152Q (7907.829412 sec): 33 clusters Score: Raw -99960361.177342 + Penalty 70492.082535 = -99889869.094807 nChanged 857 Iteration 153Q (7914.648289 sec): 33 clusters Score: Raw -99960433.139618 + Penalty 70492.082535 = -99889941.057083 nChanged 903 Iteration 154Q (7921.530593 sec): 33 clusters Score: Raw -99960516.033045 + Penalty 70492.082535 = -99890023.950510 nChanged 941 Iteration 155Q (7928.448765 sec): 33 clusters Score: Raw -99960610.645479 + Penalty 70492.082535 = -99890118.562944 nChanged 966 Iteration 156Q (7935.420255 sec): 33 clusters Score: Raw -99960708.791079 + Penalty 70492.082535 = -99890216.708543 nChanged 997 Iteration 157Q (7942.301879 sec): 33 clusters Score: Raw -99960807.983715 + Penalty 70492.082535 = -99890315.901180 nChanged 984 Iteration 158Q (7949.154894 sec): 33 clusters Score: Raw -99960902.662973 + Penalty 70492.082535 = -99890410.580438 nChanged 1019 Iteration 159Q (7956.257897 sec): 33 clusters Score: Raw -99960996.975531 + Penalty 70492.082535 = -99890504.892996 nChanged 920 Iteration 160F (7971.294121 sec): 33 clusters Score: Raw -99961081.343353 + Penalty 70492.082535 = -99890589.260818 nChanged 886 Iteration 161Q (7978.353751 sec): 33 clusters Score: Raw -99961166.919097 + Penalty 70492.082535 = -99890674.836562 nChanged 920 Iteration 162Q (7985.283826 sec): 33 clusters Score: Raw -99961268.317045 + Penalty 70492.082535 = -99890776.234510 nChanged 944 Iteration 163Q (7992.361342 sec): 33 clusters Score: Raw -99961381.770890 + Penalty 70492.082535 = -99890889.688355 nChanged 980 Iteration 164Q (7999.509661 sec): 33 clusters Score: Raw -99961498.557069 + Penalty 70492.082535 = -99891006.474534 nChanged 963 Iteration 165Q (8006.601143 sec): 33 clusters Score: Raw -99961603.649892 + Penalty 70492.082535 = -99891111.567357 nChanged 897 Iteration 166Q (8013.550248 sec): 33 clusters Score: Raw -99961696.330548 + Penalty 70492.082535 = -99891204.248013 nChanged 857 Iteration 167Q (8020.572720 sec): 33 clusters Score: Raw -99961777.495061 + Penalty 70492.082535 = -99891285.412525 nChanged 883 Iteration 168Q (8027.646879 sec): 33 clusters Score: Raw -99961859.583358 + Penalty 70492.082535 = -99891367.500822 nChanged 875 Iteration 169Q (8034.671849 sec): 33 clusters Score: Raw -99961938.589375 + Penalty 70492.082535 = -99891446.506840 nChanged 847 Iteration 170Q (8041.706286 sec): 33 clusters Score: Raw -99962008.921988 + Penalty 70492.082535 = -99891516.839453 nChanged 798 Iteration 171Q (8048.661627 sec): 33 clusters Score: Raw -99962075.076794 + Penalty 70492.082535 = -99891582.994258 nChanged 745 Iteration 172Q (8055.316237 sec): 33 clusters Score: Raw -99962134.214131 + Penalty 70492.082535 = -99891642.131596 nChanged 725 Iteration 173Q (8062.126225 sec): 33 clusters Score: Raw -99962198.073209 + Penalty 70492.082535 = -99891705.990674 nChanged 737 Iteration 174Q (8069.197250 sec): 33 clusters Score: Raw -99962257.132441 + Penalty 70492.082535 = -99891765.049906 nChanged 697 Iteration 175Q (8076.288697 sec): 33 clusters Score: Raw -99962308.937949 + Penalty 70492.082535 = -99891816.855413 nChanged 651 Iteration 176Q (8083.272763 sec): 33 clusters Score: Raw -99962350.158397 + Penalty 70492.082535 = -99891858.075861 nChanged 601 Iteration 177Q (8090.154351 sec): 33 clusters Score: Raw -99962385.419239 + Penalty 70492.082535 = -99891893.336704 nChanged 610 Iteration 178Q (8097.020850 sec): 33 clusters Score: Raw -99962421.026650 + Penalty 70492.082535 = -99891928.944115 nChanged 600 Writing temp clu file Because OldScore, -99891893.336704, is greater than current (better) Score,-99891928.944115 Compute initial score before splitting: Score: Raw -99962421.026650 + Penalty 70492.082535 = -99891928.944115 Trying to split cluster 1 (4609 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8097.173067 sec): 2 clusters Score: Raw -613360.609516 + Penalty 1370.812006 = -611989.797510 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8097.193798 sec): 3 clusters Score: Raw -610967.659874 + Penalty 2741.624013 = -608226.035861 nChanged 1841 SP:Iteration 1F (8097.214185 sec): 3 clusters Score: Raw -611909.439170 + Penalty 2741.624013 = -609167.815157 nChanged 335 SP:Iteration 2F (8097.234781 sec): 3 clusters Score: Raw -612108.659687 + Penalty 2741.624013 = -609367.035674 nChanged 290 SP:Iteration 3F (8097.255230 sec): 3 clusters Score: Raw -612289.981177 + Penalty 2741.624013 = -609548.357164 nChanged 236 SP:Iteration 4F (8097.275589 sec): 3 clusters Score: Raw -612454.306184 + Penalty 2741.624013 = -609712.682172 nChanged 234 SP:Iteration 5F (8097.295929 sec): 3 clusters Score: Raw -612609.327412 + Penalty 2741.624013 = -609867.703400 nChanged 216 SP:Iteration 6Q (8097.316342 sec): 3 clusters Score: Raw -612744.243054 + Penalty 2741.624013 = -610002.619041 nChanged 177 SP:Iteration 7Q (8097.336530 sec): 3 clusters Score: Raw -612868.743380 + Penalty 2741.624013 = -610127.119367 nChanged 166 SP:Iteration 8Q (8097.356946 sec): 3 clusters Score: Raw -612983.887784 + Penalty 2741.624013 = -610242.263771 nChanged 142 SP:Iteration 9Q (8097.377116 sec): 3 clusters Score: Raw -613079.506325 + Penalty 2741.624013 = -610337.882312 nChanged 130 SP:Iteration 10Q (8097.397363 sec): 3 clusters Score: Raw -613179.268193 + Penalty 2741.624013 = -610437.644180 nChanged 127 SP:Iteration 11Q (8097.417538 sec): 3 clusters Score: Raw -613275.676092 + Penalty 2741.624013 = -610534.052079 nChanged 96 SP:Iteration 12Q (8097.437516 sec): 3 clusters Score: Raw -613352.616662 + Penalty 2741.624013 = -610610.992649 nChanged 74 SP:Iteration 13Q (8097.488398 sec): 3 clusters Score: Raw -613413.679372 + Penalty 2741.624013 = -610672.055360 nChanged 51 SP:Iteration 14Q (8097.540040 sec): 3 clusters Score: Raw -613451.700976 + Penalty 2741.624013 = -610710.076963 nChanged 38 SP:Iteration 15Q (8097.581703 sec): 3 clusters Score: Raw -613474.510517 + Penalty 2741.624013 = -610732.886504 nChanged 22 SP:Iteration 16Q (8097.601147 sec): 3 clusters Score: Raw -613491.557080 + Penalty 2741.624013 = -610749.933068 nChanged 19 SP:Iteration 17Q (8097.620642 sec): 3 clusters Score: Raw -613503.527179 + Penalty 2741.624013 = -610761.903166 nChanged 16 SP:Iteration 18Q (8097.640139 sec): 3 clusters Score: Raw -613516.535108 + Penalty 2741.624013 = -610774.911095 nChanged 12 SP:Iteration 19Q (8097.659577 sec): 3 clusters Score: Raw -613525.065616 + Penalty 2741.624013 = -610783.441604 nChanged 12 SP:Iteration 20F (8097.679920 sec): 3 clusters Score: Raw -613533.336070 + Penalty 2741.624013 = -610791.712058 nChanged 4 SP:Iteration 21Q (8097.699396 sec): 3 clusters Score: Raw -613535.199990 + Penalty 2741.624013 = -610793.575977 nChanged 3 SP:Iteration 22Q (8097.718583 sec): 3 clusters Score: Raw -613536.863390 + Penalty 2741.624013 = -610795.239377 nChanged 2 SP:Iteration 23Q (8097.738094 sec): 3 clusters Score: Raw -613538.616146 + Penalty 2741.624013 = -610796.992133 nChanged 3 SP:Iteration 24Q (8097.757273 sec): 3 clusters Score: Raw -613541.282931 + Penalty 2741.624013 = -610799.658919 nChanged 8 SP:Iteration 25Q (8097.776474 sec): 3 clusters Score: Raw -613545.292427 + Penalty 2741.624013 = -610803.668414 nChanged 4 SP:Iteration 26Q (8097.796030 sec): 3 clusters Score: Raw -613547.264633 + Penalty 2741.624013 = -610805.640620 nChanged 3 SP:Iteration 27Q (8097.815454 sec): 3 clusters Score: Raw -613550.089752 + Penalty 2741.624013 = -610808.465740 nChanged 2 SP:Iteration 28Q (8097.834907 sec): 3 clusters Score: Raw -613552.663154 + Penalty 2741.624013 = -610811.039142 nChanged 6 SP:Iteration 29Q (8097.854269 sec): 3 clusters Score: Raw -613557.460096 + Penalty 2741.624013 = -610815.836084 nChanged 7 SP:Iteration 30Q (8097.873551 sec): 3 clusters Score: Raw -613562.992544 + Penalty 2741.624013 = -610821.368532 nChanged 9 SP:Iteration 31Q (8097.892811 sec): 3 clusters Score: Raw -613568.967785 + Penalty 2741.624013 = -610827.343773 nChanged 4 SP:Iteration 32Q (8097.911867 sec): 3 clusters Score: Raw -613573.125277 + Penalty 2741.624013 = -610831.501264 nChanged 5 SP:Iteration 33Q (8097.931173 sec): 3 clusters Score: Raw -613576.748179 + Penalty 2741.624013 = -610835.124167 nChanged 5 SP:Iteration 34Q (8097.950503 sec): 3 clusters Score: Raw -613579.089349 + Penalty 2741.624013 = -610837.465336 nChanged 1 SP:Iteration 35Q (8097.969673 sec): 3 clusters Score: Raw -613579.722871 + Penalty 2741.624013 = -610838.098858 nChanged 1 SP:Iteration 36Q (8097.988649 sec): 3 clusters Score: Raw -613580.121654 + Penalty 2741.624013 = -610838.497641 nChanged 0 SP:Iteration 37F (8098.009094 sec): 3 clusters Score: Raw -613580.121654 + Penalty 2741.624013 = -610838.497641 nChanged 0 Trying to split cluster 2 (7111 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8098.030554 sec): 2 clusters Score: Raw -910369.564601 + Penalty 1441.277201 = -908928.287400 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8098.055999 sec): 3 clusters Score: Raw -906432.218583 + Penalty 2882.554402 = -903549.664181 nChanged 2944 SP:Iteration 1F (8098.080984 sec): 3 clusters Score: Raw -907985.102282 + Penalty 2882.554402 = -905102.547880 nChanged 493 SP:Iteration 2F (8098.105677 sec): 3 clusters Score: Raw -908238.094350 + Penalty 2882.554402 = -905355.539948 nChanged 408 SP:Iteration 3F (8098.130434 sec): 3 clusters Score: Raw -908428.031691 + Penalty 2882.554402 = -905545.477289 nChanged 314 SP:Iteration 4Q (8098.155343 sec): 3 clusters Score: Raw -908575.064583 + Penalty 2882.554402 = -905692.510181 nChanged 297 SP:Iteration 5Q (8098.180364 sec): 3 clusters Score: Raw -908712.085721 + Penalty 2882.554402 = -905829.531319 nChanged 276 SP:Iteration 6Q (8098.205280 sec): 3 clusters Score: Raw -908835.052489 + Penalty 2882.554402 = -905952.498087 nChanged 256 SP:Iteration 7Q (8098.230115 sec): 3 clusters Score: Raw -908972.358131 + Penalty 2882.554402 = -906089.803729 nChanged 269 SP:Iteration 8Q (8098.254873 sec): 3 clusters Score: Raw -909120.935116 + Penalty 2882.554402 = -906238.380714 nChanged 284 SP:Iteration 9Q (8098.279699 sec): 3 clusters Score: Raw -909277.644826 + Penalty 2882.554402 = -906395.090424 nChanged 275 SP:Iteration 10Q (8098.304518 sec): 3 clusters Score: Raw -909453.658604 + Penalty 2882.554402 = -906571.104202 nChanged 254 SP:Iteration 11Q (8098.329342 sec): 3 clusters Score: Raw -909625.551195 + Penalty 2882.554402 = -906742.996793 nChanged 267 SP:Iteration 12Q (8098.354048 sec): 3 clusters Score: Raw -909803.693583 + Penalty 2882.554402 = -906921.139182 nChanged 209 SP:Iteration 13Q (8098.379024 sec): 3 clusters Score: Raw -909952.875438 + Penalty 2882.554402 = -907070.321036 nChanged 192 SP:Iteration 14Q (8098.403383 sec): 3 clusters Score: Raw -910083.567669 + Penalty 2882.554402 = -907201.013267 nChanged 134 SP:Iteration 15Q (8098.427507 sec): 3 clusters Score: Raw -910173.543524 + Penalty 2882.554402 = -907290.989122 nChanged 142 SP:Iteration 16Q (8098.451256 sec): 3 clusters Score: Raw -910270.453663 + Penalty 2882.554402 = -907387.899261 nChanged 98 SP:Iteration 17Q (8098.474896 sec): 3 clusters Score: Raw -910335.246573 + Penalty 2882.554402 = -907452.692171 nChanged 81 SP:Iteration 18Q (8098.498193 sec): 3 clusters Score: Raw -910390.616441 + Penalty 2882.554402 = -907508.062039 nChanged 74 SP:Iteration 19Q (8098.521253 sec): 3 clusters Score: Raw -910432.342263 + Penalty 2882.554402 = -907549.787861 nChanged 60 SP:Iteration 20F (8098.546130 sec): 3 clusters Score: Raw -910468.893865 + Penalty 2882.554402 = -907586.339463 nChanged 53 SP:Iteration 21Q (8098.568889 sec): 3 clusters Score: Raw -910505.191636 + Penalty 2882.554402 = -907622.637234 nChanged 43 SP:Iteration 22Q (8098.591341 sec): 3 clusters Score: Raw -910527.565291 + Penalty 2882.554402 = -907645.010889 nChanged 29 SP:Iteration 23Q (8098.613870 sec): 3 clusters Score: Raw -910540.354002 + Penalty 2882.554402 = -907657.799600 nChanged 23 SP:Iteration 24Q (8098.636404 sec): 3 clusters Score: Raw -910552.460670 + Penalty 2882.554402 = -907669.906268 nChanged 14 SP:Iteration 25Q (8098.658511 sec): 3 clusters Score: Raw -910560.745992 + Penalty 2882.554402 = -907678.191590 nChanged 18 SP:Iteration 26Q (8098.680982 sec): 3 clusters Score: Raw -910571.600079 + Penalty 2882.554402 = -907689.045677 nChanged 12 SP:Iteration 27Q (8098.703368 sec): 3 clusters Score: Raw -910579.517955 + Penalty 2882.554402 = -907696.963553 nChanged 9 SP:Iteration 28Q (8098.726045 sec): 3 clusters Score: Raw -910584.475851 + Penalty 2882.554402 = -907701.921449 nChanged 6 SP:Iteration 29Q (8098.748468 sec): 3 clusters Score: Raw -910588.455274 + Penalty 2882.554402 = -907705.900872 nChanged 6 SP:Iteration 30Q (8098.815916 sec): 3 clusters Score: Raw -910593.107882 + Penalty 2882.554402 = -907710.553480 nChanged 7 SP:Iteration 31Q (8098.827746 sec): 3 clusters Score: Raw -910596.987984 + Penalty 2882.554402 = -907714.433582 nChanged 7 SP:Iteration 32Q (8098.850344 sec): 3 clusters Score: Raw -910599.900378 + Penalty 2882.554402 = -907717.345976 nChanged 4 SP:Iteration 33Q (8098.872771 sec): 3 clusters Score: Raw -910601.270620 + Penalty 2882.554402 = -907718.716218 nChanged 2 SP:Iteration 34Q (8098.894947 sec): 3 clusters Score: Raw -910602.760026 + Penalty 2882.554402 = -907720.205624 nChanged 4 SP:Iteration 35Q (8098.917032 sec): 3 clusters Score: Raw -910605.386685 + Penalty 2882.554402 = -907722.832283 nChanged 6 SP:Iteration 36Q (8098.939220 sec): 3 clusters Score: Raw -910607.799501 + Penalty 2882.554402 = -907725.245099 nChanged 3 SP:Iteration 37Q (8098.961432 sec): 3 clusters Score: Raw -910609.000181 + Penalty 2882.554402 = -907726.445779 nChanged 4 SP:Iteration 38Q (8098.983724 sec): 3 clusters Score: Raw -910610.437496 + Penalty 2882.554402 = -907727.883094 nChanged 2 SP:Iteration 39Q (8099.027539 sec): 3 clusters Score: Raw -910611.125598 + Penalty 2882.554402 = -907728.571196 nChanged 0 SP:Iteration 40F (8099.052305 sec): 3 clusters Score: Raw -910611.125598 + Penalty 2882.554402 = -907728.571196 nChanged 0 Trying to split cluster 3 (11114 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8099.077240 sec): 2 clusters Score: Raw -1506779.085088 + Penalty 1513.843639 = -1505265.241449 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8099.107262 sec): 3 clusters Score: Raw -1500427.550168 + Penalty 3027.687277 = -1497399.862891 nChanged 4786 SP:Iteration 1F (8099.136077 sec): 3 clusters Score: Raw -1503034.664904 + Penalty 3027.687277 = -1500006.977627 nChanged 659 SP:Iteration 2F (8099.164918 sec): 3 clusters Score: Raw -1503342.416799 + Penalty 3027.687277 = -1500314.729521 nChanged 589 SP:Iteration 3F (8099.193747 sec): 3 clusters Score: Raw -1503641.155577 + Penalty 3027.687277 = -1500613.468299 nChanged 534 SP:Iteration 4Q (8099.222812 sec): 3 clusters Score: Raw -1503937.198104 + Penalty 3027.687277 = -1500909.510826 nChanged 552 SP:Iteration 5Q (8099.252168 sec): 3 clusters Score: Raw -1504244.968039 + Penalty 3027.687277 = -1501217.280761 nChanged 558 SP:Iteration 6F (8099.280961 sec): 3 clusters Score: Raw -1504576.523895 + Penalty 3027.687277 = -1501548.836617 nChanged 567 SP:Iteration 7F (8099.309798 sec): 3 clusters Score: Raw -1504931.060752 + Penalty 3027.687277 = -1501903.373474 nChanged 558 SP:Iteration 8F (8099.338827 sec): 3 clusters Score: Raw -1505246.546928 + Penalty 3027.687277 = -1502218.859651 nChanged 525 SP:Iteration 9Q (8099.367538 sec): 3 clusters Score: Raw -1505549.464318 + Penalty 3027.687277 = -1502521.777041 nChanged 486 SP:Iteration 10Q (8099.396226 sec): 3 clusters Score: Raw -1505857.453741 + Penalty 3027.687277 = -1502829.766464 nChanged 443 SP:Iteration 11Q (8099.424827 sec): 3 clusters Score: Raw -1506135.792529 + Penalty 3027.687277 = -1503108.105251 nChanged 362 SP:Iteration 12Q (8099.453529 sec): 3 clusters Score: Raw -1506327.089585 + Penalty 3027.687277 = -1503299.402308 nChanged 268 SP:Iteration 13Q (8099.481869 sec): 3 clusters Score: Raw -1506445.154431 + Penalty 3027.687277 = -1503417.467153 nChanged 201 SP:Iteration 14Q (8099.510139 sec): 3 clusters Score: Raw -1506524.653422 + Penalty 3027.687277 = -1503496.966144 nChanged 176 SP:Iteration 15Q (8099.538287 sec): 3 clusters Score: Raw -1506589.217120 + Penalty 3027.687277 = -1503561.529842 nChanged 133 SP:Iteration 16Q (8099.566305 sec): 3 clusters Score: Raw -1506634.161650 + Penalty 3027.687277 = -1503606.474373 nChanged 118 SP:Iteration 17Q (8099.594403 sec): 3 clusters Score: Raw -1506666.549129 + Penalty 3027.687277 = -1503638.861851 nChanged 96 SP:Iteration 18Q (8099.622133 sec): 3 clusters Score: Raw -1506690.739500 + Penalty 3027.687277 = -1503663.052222 nChanged 89 SP:Iteration 19Q (8099.649851 sec): 3 clusters Score: Raw -1506712.495161 + Penalty 3027.687277 = -1503684.807884 nChanged 69 SP:Iteration 20F (8099.678793 sec): 3 clusters Score: Raw -1506727.767024 + Penalty 3027.687277 = -1503700.079747 nChanged 61 SP:Iteration 21Q (8099.706396 sec): 3 clusters Score: Raw -1506739.914387 + Penalty 3027.687277 = -1503712.227110 nChanged 53 SP:Iteration 22Q (8099.734090 sec): 3 clusters Score: Raw -1506751.320488 + Penalty 3027.687277 = -1503723.633210 nChanged 48 SP:Iteration 23Q (8099.761735 sec): 3 clusters Score: Raw -1506763.054634 + Penalty 3027.687277 = -1503735.367357 nChanged 53 SP:Iteration 24Q (8099.789469 sec): 3 clusters Score: Raw -1506776.441202 + Penalty 3027.687277 = -1503748.753924 nChanged 61 SP:Iteration 25Q (8099.817016 sec): 3 clusters Score: Raw -1506790.470099 + Penalty 3027.687277 = -1503762.782822 nChanged 59 SP:Iteration 26Q (8099.844439 sec): 3 clusters Score: Raw -1506802.132690 + Penalty 3027.687277 = -1503774.445412 nChanged 42 SP:Iteration 27Q (8099.872116 sec): 3 clusters Score: Raw -1506810.417869 + Penalty 3027.687277 = -1503782.730591 nChanged 43 SP:Iteration 28Q (8099.899502 sec): 3 clusters Score: Raw -1506819.581956 + Penalty 3027.687277 = -1503791.894679 nChanged 41 SP:Iteration 29Q (8099.926745 sec): 3 clusters Score: Raw -1506829.139144 + Penalty 3027.687277 = -1503801.451867 nChanged 42 SP:Iteration 30Q (8099.954198 sec): 3 clusters Score: Raw -1506837.054996 + Penalty 3027.687277 = -1503809.367718 nChanged 33 SP:Iteration 31Q (8099.981483 sec): 3 clusters Score: Raw -1506843.171832 + Penalty 3027.687277 = -1503815.484554 nChanged 33 SP:Iteration 32Q (8100.008774 sec): 3 clusters Score: Raw -1506849.540007 + Penalty 3027.687277 = -1503821.852729 nChanged 29 SP:Iteration 33Q (8100.036021 sec): 3 clusters Score: Raw -1506856.151680 + Penalty 3027.687277 = -1503828.464403 nChanged 32 SP:Iteration 34Q (8100.063384 sec): 3 clusters Score: Raw -1506863.673694 + Penalty 3027.687277 = -1503835.986416 nChanged 35 SP:Iteration 35Q (8100.090615 sec): 3 clusters Score: Raw -1506872.013375 + Penalty 3027.687277 = -1503844.326098 nChanged 39 SP:Iteration 36Q (8100.117833 sec): 3 clusters Score: Raw -1506882.480314 + Penalty 3027.687277 = -1503854.793037 nChanged 30 SP:Iteration 37Q (8100.145061 sec): 3 clusters Score: Raw -1506888.771291 + Penalty 3027.687277 = -1503861.084013 nChanged 33 SP:Iteration 38Q (8100.172138 sec): 3 clusters Score: Raw -1506895.331239 + Penalty 3027.687277 = -1503867.643962 nChanged 33 SP:Iteration 39Q (8100.199139 sec): 3 clusters Score: Raw -1506902.158729 + Penalty 3027.687277 = -1503874.471451 nChanged 28 SP:Iteration 40F (8100.227892 sec): 3 clusters Score: Raw -1506907.576317 + Penalty 3027.687277 = -1503879.889040 nChanged 17 SP:Iteration 41Q (8100.255115 sec): 3 clusters Score: Raw -1506909.802615 + Penalty 3027.687277 = -1503882.115338 nChanged 10 SP:Iteration 42Q (8100.282216 sec): 3 clusters Score: Raw -1506911.018191 + Penalty 3027.687277 = -1503883.330914 nChanged 9 SP:Iteration 43Q (8100.309204 sec): 3 clusters Score: Raw -1506912.173504 + Penalty 3027.687277 = -1503884.486227 nChanged 11 SP:Iteration 44Q (8100.336739 sec): 3 clusters Score: Raw -1506914.033665 + Penalty 3027.687277 = -1503886.346387 nChanged 11 SP:Iteration 45Q (8100.363768 sec): 3 clusters Score: Raw -1506915.624154 + Penalty 3027.687277 = -1503887.936876 nChanged 7 SP:Iteration 46Q (8100.390885 sec): 3 clusters Score: Raw -1506916.339762 + Penalty 3027.687277 = -1503888.652485 nChanged 4 SP:Iteration 47Q (8100.417843 sec): 3 clusters Score: Raw -1506916.802217 + Penalty 3027.687277 = -1503889.114940 nChanged 3 SP:Iteration 48Q (8100.445069 sec): 3 clusters Score: Raw -1506917.304938 + Penalty 3027.687277 = -1503889.617661 nChanged 1 SP:Iteration 49Q (8100.472097 sec): 3 clusters Score: Raw -1506917.401949 + Penalty 3027.687277 = -1503889.714671 nChanged 0 SP:Iteration 50F (8100.500770 sec): 3 clusters Score: Raw -1506917.401949 + Penalty 3027.687277 = -1503889.714671 nChanged 0 Trying to split cluster 4 (249494 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8100.784210 sec): 2 clusters Score: Raw -33379136.212495 + Penalty 2019.418399 = -33377116.794097 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8101.164453 sec): 3 clusters Score: Raw -33212901.418140 + Penalty 4038.836797 = -33208862.581343 nChanged 121391 SP:Iteration 1F (8101.539534 sec): 3 clusters Score: Raw -33285042.401216 + Penalty 4038.836797 = -33281003.564419 nChanged 7881 SP:Iteration 2Q (8101.944689 sec): 3 clusters Score: Raw -33286972.620481 + Penalty 4038.836797 = -33282933.783684 nChanged 8772 SP:Iteration 3Q (8102.349860 sec): 3 clusters Score: Raw -33289580.540096 + Penalty 4038.836797 = -33285541.703299 nChanged 10174 SP:Iteration 4Q (8102.754186 sec): 3 clusters Score: Raw -33293492.677910 + Penalty 4038.836797 = -33289453.841113 nChanged 12518 SP:Iteration 5F (8103.128849 sec): 3 clusters Score: Raw -33299717.252750 + Penalty 4038.836797 = -33295678.415952 nChanged 15017 SP:Iteration 6F (8103.502947 sec): 3 clusters Score: Raw -33309079.101505 + Penalty 4038.836797 = -33305040.264708 nChanged 17252 SP:Iteration 7F (8103.876970 sec): 3 clusters Score: Raw -33321834.487906 + Penalty 4038.836797 = -33317795.651109 nChanged 17811 SP:Iteration 8F (8104.252199 sec): 3 clusters Score: Raw -33336730.550146 + Penalty 4038.836797 = -33332691.713348 nChanged 15970 SP:Iteration 9F (8104.625991 sec): 3 clusters Score: Raw -33351123.064184 + Penalty 4038.836797 = -33347084.227387 nChanged 12268 SP:Iteration 10Q (8105.005708 sec): 3 clusters Score: Raw -33362531.520376 + Penalty 4038.836797 = -33358492.683579 nChanged 8090 SP:Iteration 11Q (8105.361188 sec): 3 clusters Score: Raw -33370029.627945 + Penalty 4038.836797 = -33365990.791148 nChanged 4933 SP:Iteration 12Q (8105.697948 sec): 3 clusters Score: Raw -33374397.513725 + Penalty 4038.836797 = -33370358.676928 nChanged 2842 SP:Iteration 13Q (8106.016295 sec): 3 clusters Score: Raw -33376782.512037 + Penalty 4038.836797 = -33372743.675239 nChanged 1786 SP:Iteration 14Q (8106.327241 sec): 3 clusters Score: Raw -33378194.396120 + Penalty 4038.836797 = -33374155.559323 nChanged 1051 SP:Iteration 15Q (8106.633510 sec): 3 clusters Score: Raw -33378952.008854 + Penalty 4038.836797 = -33374913.172056 nChanged 660 SP:Iteration 16Q (8106.936803 sec): 3 clusters Score: Raw -33379355.222490 + Penalty 4038.836797 = -33375316.385693 nChanged 470 SP:Iteration 17Q (8107.238821 sec): 3 clusters Score: Raw -33379599.059393 + Penalty 4038.836797 = -33375560.222595 nChanged 333 SP:Iteration 18Q (8107.540150 sec): 3 clusters Score: Raw -33379747.828608 + Penalty 4038.836797 = -33375708.991811 nChanged 257 SP:Iteration 19Q (8107.841243 sec): 3 clusters Score: Raw -33379857.485169 + Penalty 4038.836797 = -33375818.648372 nChanged 187 SP:Iteration 20F (8108.208851 sec): 3 clusters Score: Raw -33379929.072799 + Penalty 4038.836797 = -33375890.236001 nChanged 164 SP:Iteration 21Q (8108.509358 sec): 3 clusters Score: Raw -33379986.027989 + Penalty 4038.836797 = -33375947.191192 nChanged 145 SP:Iteration 22Q (8108.809825 sec): 3 clusters Score: Raw -33380038.804207 + Penalty 4038.836797 = -33375999.967409 nChanged 126 SP:Iteration 23Q (8109.112240 sec): 3 clusters Score: Raw -33380079.372544 + Penalty 4038.836797 = -33376040.535747 nChanged 114 SP:Iteration 24Q (8109.412402 sec): 3 clusters Score: Raw -33380112.051322 + Penalty 4038.836797 = -33376073.214525 nChanged 117 SP:Iteration 25Q (8109.712569 sec): 3 clusters Score: Raw -33380145.839052 + Penalty 4038.836797 = -33376107.002254 nChanged 98 SP:Iteration 26Q (8110.012646 sec): 3 clusters Score: Raw -33380169.332229 + Penalty 4038.836797 = -33376130.495432 nChanged 80 SP:Iteration 27Q (8110.312608 sec): 3 clusters Score: Raw -33380190.849101 + Penalty 4038.836797 = -33376152.012303 nChanged 78 SP:Iteration 28Q (8110.612634 sec): 3 clusters Score: Raw -33380212.689640 + Penalty 4038.836797 = -33376173.852843 nChanged 84 SP:Iteration 29Q (8110.912661 sec): 3 clusters Score: Raw -33380232.789448 + Penalty 4038.836797 = -33376193.952651 nChanged 89 SP:Iteration 30Q (8111.212596 sec): 3 clusters Score: Raw -33380258.209601 + Penalty 4038.836797 = -33376219.372804 nChanged 91 SP:Iteration 31Q (8111.512595 sec): 3 clusters Score: Raw -33380283.675414 + Penalty 4038.836797 = -33376244.838617 nChanged 85 SP:Iteration 32Q (8111.812393 sec): 3 clusters Score: Raw -33380304.822091 + Penalty 4038.836797 = -33376265.985293 nChanged 87 SP:Iteration 33Q (8112.114315 sec): 3 clusters Score: Raw -33380325.161041 + Penalty 4038.836797 = -33376286.324244 nChanged 76 SP:Iteration 34Q (8112.415713 sec): 3 clusters Score: Raw -33380344.333715 + Penalty 4038.836797 = -33376305.496917 nChanged 82 SP:Iteration 35Q (8112.715626 sec): 3 clusters Score: Raw -33380362.969286 + Penalty 4038.836797 = -33376324.132489 nChanged 71 SP:Iteration 36Q (8113.015531 sec): 3 clusters Score: Raw -33380377.714079 + Penalty 4038.836797 = -33376338.877282 nChanged 63 SP:Iteration 37Q (8113.315131 sec): 3 clusters Score: Raw -33380388.150686 + Penalty 4038.836797 = -33376349.313888 nChanged 44 SP:Iteration 38Q (8113.615183 sec): 3 clusters Score: Raw -33380395.111611 + Penalty 4038.836797 = -33376356.274813 nChanged 44 SP:Iteration 39Q (8113.914861 sec): 3 clusters Score: Raw -33380402.034194 + Penalty 4038.836797 = -33376363.197396 nChanged 31 SP:Iteration 40F (8114.282347 sec): 3 clusters Score: Raw -33380423.918617 + Penalty 4038.836797 = -33376385.081820 nChanged 55 SP:Iteration 41Q (8114.586616 sec): 3 clusters Score: Raw -33380440.609901 + Penalty 4038.836797 = -33376401.773104 nChanged 52 SP:Iteration 42Q (8114.888817 sec): 3 clusters Score: Raw -33380452.648903 + Penalty 4038.836797 = -33376413.812106 nChanged 62 SP:Iteration 43Q (8115.192199 sec): 3 clusters Score: Raw -33380465.284167 + Penalty 4038.836797 = -33376426.447370 nChanged 58 SP:Iteration 44Q (8115.493501 sec): 3 clusters Score: Raw -33380476.283963 + Penalty 4038.836797 = -33376437.447166 nChanged 60 SP:Iteration 45Q (8115.794641 sec): 3 clusters Score: Raw -33380489.569478 + Penalty 4038.836797 = -33376450.732681 nChanged 63 SP:Iteration 46Q (8116.095801 sec): 3 clusters Score: Raw -33380502.239380 + Penalty 4038.836797 = -33376463.402582 nChanged 73 SP:Iteration 47Q (8116.397006 sec): 3 clusters Score: Raw -33380518.078240 + Penalty 4038.836797 = -33376479.241443 nChanged 74 SP:Iteration 48Q (8116.698121 sec): 3 clusters Score: Raw -33380533.666860 + Penalty 4038.836797 = -33376494.830063 nChanged 66 SP:Iteration 49Q (8116.999402 sec): 3 clusters Score: Raw -33380547.345235 + Penalty 4038.836797 = -33376508.508438 nChanged 67 SP:Iteration 50Q (8117.300527 sec): 3 clusters Score: Raw -33380560.422183 + Penalty 4038.836797 = -33376521.585386 nChanged 70 SP:Iteration 51Q (8117.601665 sec): 3 clusters Score: Raw -33380574.088272 + Penalty 4038.836797 = -33376535.251475 nChanged 67 SP:Iteration 52Q (8117.902919 sec): 3 clusters Score: Raw -33380587.259016 + Penalty 4038.836797 = -33376548.422218 nChanged 69 SP:Iteration 53Q (8118.206014 sec): 3 clusters Score: Raw -33380599.366838 + Penalty 4038.836797 = -33376560.530041 nChanged 64 SP:Iteration 54Q (8118.507103 sec): 3 clusters Score: Raw -33380609.973259 + Penalty 4038.836797 = -33376571.136462 nChanged 51 SP:Iteration 55Q (8118.808216 sec): 3 clusters Score: Raw -33380619.685701 + Penalty 4038.836797 = -33376580.848904 nChanged 68 SP:Iteration 56Q (8119.109135 sec): 3 clusters Score: Raw -33380634.763913 + Penalty 4038.836797 = -33376595.927116 nChanged 69 SP:Iteration 57Q (8119.409982 sec): 3 clusters Score: Raw -33380647.435434 + Penalty 4038.836797 = -33376608.598636 nChanged 73 SP:Iteration 58Q (8119.711139 sec): 3 clusters Score: Raw -33380659.782642 + Penalty 4038.836797 = -33376620.945844 nChanged 57 SP:Iteration 59Q (8120.012375 sec): 3 clusters Score: Raw -33380668.038405 + Penalty 4038.836797 = -33376629.201607 nChanged 52 SP:Iteration 60F (8120.380449 sec): 3 clusters Score: Raw -33380681.664471 + Penalty 4038.836797 = -33376642.827674 nChanged 60 SP:Iteration 61Q (8120.683085 sec): 3 clusters Score: Raw -33380695.038759 + Penalty 4038.836797 = -33376656.201961 nChanged 76 SP:Iteration 62Q (8120.985557 sec): 3 clusters Score: Raw -33380709.014144 + Penalty 4038.836797 = -33376670.177347 nChanged 74 SP:Iteration 63Q (8121.290116 sec): 3 clusters Score: Raw -33380723.373381 + Penalty 4038.836797 = -33376684.536584 nChanged 77 SP:Iteration 64Q (8121.592722 sec): 3 clusters Score: Raw -33380737.014094 + Penalty 4038.836797 = -33376698.177296 nChanged 82 SP:Iteration 65Q (8121.895147 sec): 3 clusters Score: Raw -33380753.407485 + Penalty 4038.836797 = -33376714.570688 nChanged 84 SP:Iteration 66Q (8122.197478 sec): 3 clusters Score: Raw -33380768.545382 + Penalty 4038.836797 = -33376729.708584 nChanged 84 SP:Iteration 67Q (8122.499985 sec): 3 clusters Score: Raw -33380784.413795 + Penalty 4038.836797 = -33376745.576998 nChanged 87 SP:Iteration 68Q (8122.802486 sec): 3 clusters Score: Raw -33380803.981483 + Penalty 4038.836797 = -33376765.144685 nChanged 93 SP:Iteration 69Q (8123.104824 sec): 3 clusters Score: Raw -33380822.102700 + Penalty 4038.836797 = -33376783.265902 nChanged 83 SP:Iteration 70Q (8123.407078 sec): 3 clusters Score: Raw -33380837.220734 + Penalty 4038.836797 = -33376798.383936 nChanged 89 SP:Iteration 71Q (8123.709401 sec): 3 clusters Score: Raw -33380851.997452 + Penalty 4038.836797 = -33376813.160655 nChanged 73 SP:Iteration 72Q (8124.011548 sec): 3 clusters Score: Raw -33380862.625694 + Penalty 4038.836797 = -33376823.788897 nChanged 67 SP:Iteration 73Q (8124.316518 sec): 3 clusters Score: Raw -33380871.609884 + Penalty 4038.836797 = -33376832.773087 nChanged 66 SP:Iteration 74Q (8124.620243 sec): 3 clusters Score: Raw -33380881.097272 + Penalty 4038.836797 = -33376842.260475 nChanged 62 SP:Iteration 75Q (8124.922504 sec): 3 clusters Score: Raw -33380889.658950 + Penalty 4038.836797 = -33376850.822153 nChanged 61 SP:Iteration 76Q (8125.224682 sec): 3 clusters Score: Raw -33380897.125676 + Penalty 4038.836797 = -33376858.288879 nChanged 58 SP:Iteration 77Q (8125.526665 sec): 3 clusters Score: Raw -33380904.080632 + Penalty 4038.836797 = -33376865.243835 nChanged 40 SP:Iteration 78Q (8125.829016 sec): 3 clusters Score: Raw -33380908.651557 + Penalty 4038.836797 = -33376869.814759 nChanged 30 SP:Iteration 79Q (8126.131159 sec): 3 clusters Score: Raw -33380911.351239 + Penalty 4038.836797 = -33376872.514442 nChanged 22 SP:Iteration 80F (8126.499471 sec): 3 clusters Score: Raw -33380913.471718 + Penalty 4038.836797 = -33376874.634921 nChanged 28 SP:Iteration 81Q (8126.803190 sec): 3 clusters Score: Raw -33380916.202538 + Penalty 4038.836797 = -33376877.365741 nChanged 33 SP:Iteration 82Q (8127.117491 sec): 3 clusters Score: Raw -33380919.582197 + Penalty 4038.836797 = -33376880.745400 nChanged 35 SP:Iteration 83Q (8127.421073 sec): 3 clusters Score: Raw -33380923.353171 + Penalty 4038.836797 = -33376884.516374 nChanged 35 SP:Iteration 84Q (8127.724726 sec): 3 clusters Score: Raw -33380927.608089 + Penalty 4038.836797 = -33376888.771292 nChanged 39 SP:Iteration 85Q (8128.028441 sec): 3 clusters Score: Raw -33380930.884130 + Penalty 4038.836797 = -33376892.047332 nChanged 22 SP:Iteration 86Q (8128.332319 sec): 3 clusters Score: Raw -33380932.419468 + Penalty 4038.836797 = -33376893.582671 nChanged 19 SP:Iteration 87Q (8128.635756 sec): 3 clusters Score: Raw -33380933.907252 + Penalty 4038.836797 = -33376895.070455 nChanged 16 SP:Iteration 88Q (8128.939374 sec): 3 clusters Score: Raw -33380935.448820 + Penalty 4038.836797 = -33376896.612023 nChanged 14 SP:Iteration 89Q (8129.242859 sec): 3 clusters Score: Raw -33380936.863993 + Penalty 4038.836797 = -33376898.027196 nChanged 19 SP:Iteration 90Q (8129.546345 sec): 3 clusters Score: Raw -33380938.198491 + Penalty 4038.836797 = -33376899.361693 nChanged 11 SP:Iteration 91Q (8129.850803 sec): 3 clusters Score: Raw -33380939.234163 + Penalty 4038.836797 = -33376900.397366 nChanged 5 SP:Iteration 92Q (8130.153625 sec): 3 clusters Score: Raw -33380939.580892 + Penalty 4038.836797 = -33376900.744095 nChanged 8 SP:Iteration 93Q (8130.457193 sec): 3 clusters Score: Raw -33380940.249359 + Penalty 4038.836797 = -33376901.412562 nChanged 8 SP:Iteration 94Q (8130.760775 sec): 3 clusters Score: Raw -33380940.750325 + Penalty 4038.836797 = -33376901.913527 nChanged 7 SP:Iteration 95Q (8131.064276 sec): 3 clusters Score: Raw -33380941.189920 + Penalty 4038.836797 = -33376902.353123 nChanged 10 SP:Iteration 96Q (8131.367865 sec): 3 clusters Score: Raw -33380941.900056 + Penalty 4038.836797 = -33376903.063259 nChanged 5 SP:Iteration 97Q (8131.671729 sec): 3 clusters Score: Raw -33380942.389152 + Penalty 4038.836797 = -33376903.552354 nChanged 5 SP:Iteration 98Q (8131.975399 sec): 3 clusters Score: Raw -33380942.703665 + Penalty 4038.836797 = -33376903.866868 nChanged 6 SP:Iteration 99Q (8132.279144 sec): 3 clusters Score: Raw -33380943.178404 + Penalty 4038.836797 = -33376904.341607 nChanged 10 SP:Iteration 100F (8132.647469 sec): 3 clusters Score: Raw -33380943.672691 + Penalty 4038.836797 = -33376904.835894 nChanged 6 SP:Iteration 101Q (8132.986903 sec): 3 clusters Score: Raw -33380944.106616 + Penalty 4038.836797 = -33376905.269818 nChanged 11 SP:Iteration 102Q (8133.325693 sec): 3 clusters Score: Raw -33380944.843841 + Penalty 4038.836797 = -33376906.007043 nChanged 11 SP:Iteration 103Q (8133.627027 sec): 3 clusters Score: Raw -33380945.614587 + Penalty 4038.836797 = -33376906.777790 nChanged 6 SP:Iteration 104Q (8133.930773 sec): 3 clusters Score: Raw -33380945.935325 + Penalty 4038.836797 = -33376907.098528 nChanged 5 SP:Iteration 105Q (8134.234448 sec): 3 clusters Score: Raw -33380946.341426 + Penalty 4038.836797 = -33376907.504628 nChanged 4 SP:Iteration 106Q (8134.538291 sec): 3 clusters Score: Raw -33380946.550571 + Penalty 4038.836797 = -33376907.713774 nChanged 6 SP:Iteration 107Q (8134.842112 sec): 3 clusters Score: Raw -33380946.832711 + Penalty 4038.836797 = -33376907.995914 nChanged 5 SP:Iteration 108Q (8135.146097 sec): 3 clusters Score: Raw -33380947.205628 + Penalty 4038.836797 = -33376908.368831 nChanged 5 SP:Iteration 109Q (8135.449964 sec): 3 clusters Score: Raw -33380947.410602 + Penalty 4038.836797 = -33376908.573805 nChanged 3 SP:Iteration 110Q (8135.753955 sec): 3 clusters Score: Raw -33380947.741881 + Penalty 4038.836797 = -33376908.905084 nChanged 4 SP:Iteration 111Q (8136.057918 sec): 3 clusters Score: Raw -33380948.119801 + Penalty 4038.836797 = -33376909.283004 nChanged 4 SP:Iteration 112Q (8136.362562 sec): 3 clusters Score: Raw -33380948.375352 + Penalty 4038.836797 = -33376909.538555 nChanged 3 SP:Iteration 113Q (8136.666408 sec): 3 clusters Score: Raw -33380948.602338 + Penalty 4038.836797 = -33376909.765540 nChanged 5 SP:Iteration 114Q (8136.970173 sec): 3 clusters Score: Raw -33380949.160296 + Penalty 4038.836797 = -33376910.323499 nChanged 6 SP:Iteration 115Q (8137.274004 sec): 3 clusters Score: Raw -33380949.523727 + Penalty 4038.836797 = -33376910.686930 nChanged 4 SP:Iteration 116Q (8137.577949 sec): 3 clusters Score: Raw -33380949.773741 + Penalty 4038.836797 = -33376910.936944 nChanged 4 SP:Iteration 117Q (8137.890300 sec): 3 clusters Score: Raw -33380950.073908 + Penalty 4038.836797 = -33376911.237111 nChanged 3 SP:Iteration 118Q (8138.195175 sec): 3 clusters Score: Raw -33380950.302756 + Penalty 4038.836797 = -33376911.465958 nChanged 4 SP:Iteration 119Q (8138.499006 sec): 3 clusters Score: Raw -33380950.508962 + Penalty 4038.836797 = -33376911.672165 nChanged 1 SP:Iteration 120F (8138.867403 sec): 3 clusters Score: Raw -33380950.632614 + Penalty 4038.836797 = -33376911.795816 nChanged 1 SP:Iteration 121Q (8139.171449 sec): 3 clusters Score: Raw -33380950.716279 + Penalty 4038.836797 = -33376911.879482 nChanged 2 SP:Iteration 122Q (8139.476064 sec): 3 clusters Score: Raw -33380950.825140 + Penalty 4038.836797 = -33376911.988343 nChanged 2 SP:Iteration 123Q (8139.780175 sec): 3 clusters Score: Raw -33380950.899451 + Penalty 4038.836797 = -33376912.062653 nChanged 2 SP:Iteration 124Q (8140.084126 sec): 3 clusters Score: Raw -33380950.943743 + Penalty 4038.836797 = -33376912.106946 nChanged 2 SP:Iteration 125Q (8140.388204 sec): 3 clusters Score: Raw -33380951.141270 + Penalty 4038.836797 = -33376912.304472 nChanged 3 SP:Iteration 126Q (8140.688562 sec): 3 clusters Score: Raw -33380951.350493 + Penalty 4038.836797 = -33376912.513695 nChanged 2 SP:Iteration 127Q (8140.992486 sec): 3 clusters Score: Raw -33380951.512621 + Penalty 4038.836797 = -33376912.675824 nChanged 4 SP:Iteration 128Q (8141.296712 sec): 3 clusters Score: Raw -33380951.710030 + Penalty 4038.836797 = -33376912.873233 nChanged 1 SP:Iteration 129Q (8141.600688 sec): 3 clusters Score: Raw -33380951.806409 + Penalty 4038.836797 = -33376912.969611 nChanged 3 SP:Iteration 130Q (8141.904686 sec): 3 clusters Score: Raw -33380951.933668 + Penalty 4038.836797 = -33376913.096871 nChanged 1 SP:Iteration 131Q (8142.208882 sec): 3 clusters Score: Raw -33380951.960115 + Penalty 4038.836797 = -33376913.123317 nChanged 0 SP:Iteration 132F (8142.577677 sec): 3 clusters Score: Raw -33380951.960115 + Penalty 4038.836797 = -33376913.123317 nChanged 0 Trying to split cluster 5 (45105 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8142.644387 sec): 2 clusters Score: Raw -6008176.249888 + Penalty 1741.471612 = -6006434.778275 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8142.729398 sec): 3 clusters Score: Raw -5979859.045144 + Penalty 3482.943225 = -5976376.101919 nChanged 20987 SP:Iteration 1F (8142.807410 sec): 3 clusters Score: Raw -5992170.158430 + Penalty 3482.943225 = -5988687.215205 nChanged 2235 SP:Iteration 2Q (8142.889441 sec): 3 clusters Score: Raw -5993057.664234 + Penalty 3482.943225 = -5989574.721009 nChanged 2314 SP:Iteration 3F (8142.967230 sec): 3 clusters Score: Raw -5994075.045068 + Penalty 3482.943225 = -5990592.101843 nChanged 2359 SP:Iteration 4F (8143.045314 sec): 3 clusters Score: Raw -5995317.080177 + Penalty 3482.943225 = -5991834.136952 nChanged 2602 SP:Iteration 5F (8143.123530 sec): 3 clusters Score: Raw -5996990.740073 + Penalty 3482.943225 = -5993507.796848 nChanged 2823 SP:Iteration 6F (8143.201691 sec): 3 clusters Score: Raw -5999083.063514 + Penalty 3482.943225 = -5995600.120289 nChanged 2797 SP:Iteration 7F (8143.279931 sec): 3 clusters Score: Raw -6001078.494455 + Penalty 3482.943225 = -5997595.551230 nChanged 2423 SP:Iteration 8F (8143.357923 sec): 3 clusters Score: Raw -6002623.825368 + Penalty 3482.943225 = -5999140.882143 nChanged 1960 SP:Iteration 9Q (8143.438174 sec): 3 clusters Score: Raw -6003603.166027 + Penalty 3482.943225 = -6000120.222803 nChanged 1431 SP:Iteration 10Q (8143.517137 sec): 3 clusters Score: Raw -6004115.501439 + Penalty 3482.943225 = -6000632.558214 nChanged 972 SP:Iteration 11Q (8143.595830 sec): 3 clusters Score: Raw -6004374.553479 + Penalty 3482.943225 = -6000891.610255 nChanged 707 SP:Iteration 12Q (8143.674116 sec): 3 clusters Score: Raw -6004538.451074 + Penalty 3482.943225 = -6001055.507849 nChanged 548 SP:Iteration 13Q (8143.752248 sec): 3 clusters Score: Raw -6004663.400433 + Penalty 3482.943225 = -6001180.457208 nChanged 498 SP:Iteration 14Q (8143.830096 sec): 3 clusters Score: Raw -6004771.201793 + Penalty 3482.943225 = -6001288.258568 nChanged 450 SP:Iteration 15Q (8143.907921 sec): 3 clusters Score: Raw -6004858.344992 + Penalty 3482.943225 = -6001375.401767 nChanged 411 SP:Iteration 16Q (8143.992875 sec): 3 clusters Score: Raw -6004936.151737 + Penalty 3482.943225 = -6001453.208512 nChanged 400 SP:Iteration 17Q (8144.069962 sec): 3 clusters Score: Raw -6005006.038668 + Penalty 3482.943225 = -6001523.095443 nChanged 356 SP:Iteration 18Q (8144.147511 sec): 3 clusters Score: Raw -6005061.016701 + Penalty 3482.943225 = -6001578.073476 nChanged 302 SP:Iteration 19Q (8144.224892 sec): 3 clusters Score: Raw -6005103.881728 + Penalty 3482.943225 = -6001620.938503 nChanged 290 SP:Iteration 20F (8144.302545 sec): 3 clusters Score: Raw -6005144.928824 + Penalty 3482.943225 = -6001661.985600 nChanged 292 SP:Iteration 21Q (8144.380717 sec): 3 clusters Score: Raw -6005183.376441 + Penalty 3482.943225 = -6001700.433216 nChanged 250 SP:Iteration 22Q (8144.458226 sec): 3 clusters Score: Raw -6005214.097429 + Penalty 3482.943225 = -6001731.154204 nChanged 229 SP:Iteration 23Q (8144.535854 sec): 3 clusters Score: Raw -6005239.580314 + Penalty 3482.943225 = -6001756.637089 nChanged 222 SP:Iteration 24Q (8144.613333 sec): 3 clusters Score: Raw -6005262.752897 + Penalty 3482.943225 = -6001779.809672 nChanged 195 SP:Iteration 25Q (8144.690944 sec): 3 clusters Score: Raw -6005282.039936 + Penalty 3482.943225 = -6001799.096711 nChanged 192 SP:Iteration 26Q (8144.768349 sec): 3 clusters Score: Raw -6005302.831742 + Penalty 3482.943225 = -6001819.888517 nChanged 207 SP:Iteration 27Q (8144.845742 sec): 3 clusters Score: Raw -6005324.101783 + Penalty 3482.943225 = -6001841.158558 nChanged 180 SP:Iteration 28Q (8144.923109 sec): 3 clusters Score: Raw -6005340.329370 + Penalty 3482.943225 = -6001857.386145 nChanged 160 SP:Iteration 29Q (8145.000374 sec): 3 clusters Score: Raw -6005354.083620 + Penalty 3482.943225 = -6001871.140395 nChanged 140 SP:Iteration 30Q (8145.089045 sec): 3 clusters Score: Raw -6005363.901418 + Penalty 3482.943225 = -6001880.958194 nChanged 130 SP:Iteration 31Q (8145.168076 sec): 3 clusters Score: Raw -6005374.696873 + Penalty 3482.943225 = -6001891.753648 nChanged 139 SP:Iteration 32Q (8145.245291 sec): 3 clusters Score: Raw -6005387.357011 + Penalty 3482.943225 = -6001904.413786 nChanged 159 SP:Iteration 33Q (8145.323113 sec): 3 clusters Score: Raw -6005402.031653 + Penalty 3482.943225 = -6001919.088428 nChanged 165 SP:Iteration 34Q (8145.400945 sec): 3 clusters Score: Raw -6005417.745222 + Penalty 3482.943225 = -6001934.801997 nChanged 161 SP:Iteration 35Q (8145.478594 sec): 3 clusters Score: Raw -6005432.111078 + Penalty 3482.943225 = -6001949.167853 nChanged 139 SP:Iteration 36Q (8145.555877 sec): 3 clusters Score: Raw -6005443.728781 + Penalty 3482.943225 = -6001960.785556 nChanged 142 SP:Iteration 37Q (8145.632531 sec): 3 clusters Score: Raw -6005456.280594 + Penalty 3482.943225 = -6001973.337369 nChanged 152 SP:Iteration 38Q (8145.709336 sec): 3 clusters Score: Raw -6005473.000341 + Penalty 3482.943225 = -6001990.057116 nChanged 186 SP:Iteration 39Q (8145.785864 sec): 3 clusters Score: Raw -6005492.801198 + Penalty 3482.943225 = -6002009.857973 nChanged 182 SP:Iteration 40F (8145.863510 sec): 3 clusters Score: Raw -6005513.104008 + Penalty 3482.943225 = -6002030.160783 nChanged 170 SP:Iteration 41Q (8145.941016 sec): 3 clusters Score: Raw -6005532.038125 + Penalty 3482.943225 = -6002049.094900 nChanged 188 SP:Iteration 42Q (8146.017763 sec): 3 clusters Score: Raw -6005552.405618 + Penalty 3482.943225 = -6002069.462393 nChanged 187 SP:Iteration 43Q (8146.094342 sec): 3 clusters Score: Raw -6005572.472424 + Penalty 3482.943225 = -6002089.529199 nChanged 184 SP:Iteration 44Q (8146.170993 sec): 3 clusters Score: Raw -6005593.375151 + Penalty 3482.943225 = -6002110.431926 nChanged 200 SP:Iteration 45Q (8146.247411 sec): 3 clusters Score: Raw -6005617.455470 + Penalty 3482.943225 = -6002134.512245 nChanged 194 SP:Iteration 46Q (8146.323683 sec): 3 clusters Score: Raw -6005640.975955 + Penalty 3482.943225 = -6002158.032730 nChanged 184 SP:Iteration 47Q (8146.399902 sec): 3 clusters Score: Raw -6005659.738734 + Penalty 3482.943225 = -6002176.795510 nChanged 175 SP:Iteration 48Q (8146.475799 sec): 3 clusters Score: Raw -6005677.370708 + Penalty 3482.943225 = -6002194.427484 nChanged 184 SP:Iteration 49Q (8146.551812 sec): 3 clusters Score: Raw -6005695.890618 + Penalty 3482.943225 = -6002212.947393 nChanged 191 SP:Iteration 50Q (8146.627785 sec): 3 clusters Score: Raw -6005716.668733 + Penalty 3482.943225 = -6002233.725508 nChanged 196 SP:Iteration 51Q (8146.703590 sec): 3 clusters Score: Raw -6005738.877697 + Penalty 3482.943225 = -6002255.934472 nChanged 188 SP:Iteration 52Q (8146.779311 sec): 3 clusters Score: Raw -6005760.371781 + Penalty 3482.943225 = -6002277.428556 nChanged 197 SP:Iteration 53Q (8146.854544 sec): 3 clusters Score: Raw -6005783.001469 + Penalty 3482.943225 = -6002300.058244 nChanged 201 SP:Iteration 54Q (8146.930129 sec): 3 clusters Score: Raw -6005805.335148 + Penalty 3482.943225 = -6002322.391923 nChanged 211 SP:Iteration 55Q (8147.005423 sec): 3 clusters Score: Raw -6005830.175396 + Penalty 3482.943225 = -6002347.232171 nChanged 201 SP:Iteration 56Q (8147.080716 sec): 3 clusters Score: Raw -6005851.721516 + Penalty 3482.943225 = -6002368.778291 nChanged 193 SP:Iteration 57Q (8147.155711 sec): 3 clusters Score: Raw -6005871.822504 + Penalty 3482.943225 = -6002388.879279 nChanged 173 SP:Iteration 58Q (8147.230499 sec): 3 clusters Score: Raw -6005890.000957 + Penalty 3482.943225 = -6002407.057732 nChanged 181 SP:Iteration 59Q (8147.305469 sec): 3 clusters Score: Raw -6005909.259434 + Penalty 3482.943225 = -6002426.316209 nChanged 172 SP:Iteration 60F (8147.383048 sec): 3 clusters Score: Raw -6005927.303481 + Penalty 3482.943225 = -6002444.360256 nChanged 205 SP:Iteration 61Q (8147.458355 sec): 3 clusters Score: Raw -6005950.253095 + Penalty 3482.943225 = -6002467.309870 nChanged 224 SP:Iteration 62Q (8147.532948 sec): 3 clusters Score: Raw -6005979.897500 + Penalty 3482.943225 = -6002496.954276 nChanged 245 SP:Iteration 63Q (8147.607360 sec): 3 clusters Score: Raw -6006016.480274 + Penalty 3482.943225 = -6002533.537049 nChanged 250 SP:Iteration 64Q (8147.681688 sec): 3 clusters Score: Raw -6006055.058519 + Penalty 3482.943225 = -6002572.115294 nChanged 265 SP:Iteration 65Q (8147.755933 sec): 3 clusters Score: Raw -6006095.798984 + Penalty 3482.943225 = -6002612.855760 nChanged 236 SP:Iteration 66Q (8147.829861 sec): 3 clusters Score: Raw -6006127.947944 + Penalty 3482.943225 = -6002645.004719 nChanged 242 SP:Iteration 67Q (8147.904058 sec): 3 clusters Score: Raw -6006160.622845 + Penalty 3482.943225 = -6002677.679620 nChanged 244 SP:Iteration 68Q (8147.978004 sec): 3 clusters Score: Raw -6006192.155249 + Penalty 3482.943225 = -6002709.212025 nChanged 257 SP:Iteration 69Q (8148.051688 sec): 3 clusters Score: Raw -6006227.662040 + Penalty 3482.943225 = -6002744.718815 nChanged 255 SP:Iteration 70Q (8148.125395 sec): 3 clusters Score: Raw -6006265.792520 + Penalty 3482.943225 = -6002782.849295 nChanged 282 SP:Iteration 71Q (8148.198975 sec): 3 clusters Score: Raw -6006307.860506 + Penalty 3482.943225 = -6002824.917281 nChanged 258 SP:Iteration 72Q (8148.272523 sec): 3 clusters Score: Raw -6006344.389015 + Penalty 3482.943225 = -6002861.445791 nChanged 257 SP:Iteration 73Q (8148.345762 sec): 3 clusters Score: Raw -6006379.799958 + Penalty 3482.943225 = -6002896.856733 nChanged 254 SP:Iteration 74Q (8148.418866 sec): 3 clusters Score: Raw -6006417.782290 + Penalty 3482.943225 = -6002934.839065 nChanged 265 SP:Iteration 75Q (8148.491918 sec): 3 clusters Score: Raw -6006456.266959 + Penalty 3482.943225 = -6002973.323734 nChanged 249 SP:Iteration 76Q (8148.564951 sec): 3 clusters Score: Raw -6006494.845956 + Penalty 3482.943225 = -6003011.902731 nChanged 274 SP:Iteration 77Q (8148.637789 sec): 3 clusters Score: Raw -6006538.688818 + Penalty 3482.943225 = -6003055.745593 nChanged 286 SP:Iteration 78Q (8148.710808 sec): 3 clusters Score: Raw -6006585.149493 + Penalty 3482.943225 = -6003102.206268 nChanged 302 SP:Iteration 79Q (8148.783506 sec): 3 clusters Score: Raw -6006636.897681 + Penalty 3482.943225 = -6003153.954456 nChanged 306 SP:Iteration 80F (8148.861198 sec): 3 clusters Score: Raw -6006693.245302 + Penalty 3482.943225 = -6003210.302077 nChanged 307 SP:Iteration 81Q (8148.934009 sec): 3 clusters Score: Raw -6006748.448302 + Penalty 3482.943225 = -6003265.505077 nChanged 316 SP:Iteration 82Q (8149.006090 sec): 3 clusters Score: Raw -6006804.925818 + Penalty 3482.943225 = -6003321.982594 nChanged 320 SP:Iteration 83Q (8149.078352 sec): 3 clusters Score: Raw -6006861.912253 + Penalty 3482.943225 = -6003378.969028 nChanged 302 SP:Iteration 84Q (8149.150345 sec): 3 clusters Score: Raw -6006916.957836 + Penalty 3482.943225 = -6003434.014611 nChanged 301 SP:Iteration 85Q (8149.221795 sec): 3 clusters Score: Raw -6006974.577252 + Penalty 3482.943225 = -6003491.634027 nChanged 311 SP:Iteration 86Q (8149.293390 sec): 3 clusters Score: Raw -6007034.342415 + Penalty 3482.943225 = -6003551.399190 nChanged 326 SP:Iteration 87Q (8149.364600 sec): 3 clusters Score: Raw -6007100.047728 + Penalty 3482.943225 = -6003617.104503 nChanged 314 SP:Iteration 88Q (8149.435645 sec): 3 clusters Score: Raw -6007162.442651 + Penalty 3482.943225 = -6003679.499426 nChanged 313 SP:Iteration 89Q (8149.524921 sec): 3 clusters Score: Raw -6007242.972336 + Penalty 3482.943225 = -6003760.029111 nChanged 355 SP:Iteration 90Q (8149.595050 sec): 3 clusters Score: Raw -6007337.699063 + Penalty 3482.943225 = -6003854.755839 nChanged 361 SP:Iteration 91Q (8149.665454 sec): 3 clusters Score: Raw -6007431.785386 + Penalty 3482.943225 = -6003948.842162 nChanged 329 SP:Iteration 92Q (8149.735734 sec): 3 clusters Score: Raw -6007517.824247 + Penalty 3482.943225 = -6004034.881023 nChanged 360 SP:Iteration 93Q (8149.805702 sec): 3 clusters Score: Raw -6007619.319916 + Penalty 3482.943225 = -6004136.376692 nChanged 353 SP:Iteration 94Q (8149.875471 sec): 3 clusters Score: Raw -6007718.014565 + Penalty 3482.943225 = -6004235.071340 nChanged 335 SP:Iteration 95Q (8149.944876 sec): 3 clusters Score: Raw -6007817.454383 + Penalty 3482.943225 = -6004334.511158 nChanged 336 SP:Iteration 96Q (8150.013941 sec): 3 clusters Score: Raw -6007928.722287 + Penalty 3482.943225 = -6004445.779062 nChanged 346 SP:Iteration 97Q (8150.082892 sec): 3 clusters Score: Raw -6008039.952830 + Penalty 3482.943225 = -6004557.009606 nChanged 310 SP:Iteration 98Q (8150.151602 sec): 3 clusters Score: Raw -6008143.271193 + Penalty 3482.943225 = -6004660.327968 nChanged 296 SP:Iteration 99Q (8150.219971 sec): 3 clusters Score: Raw -6008249.260527 + Penalty 3482.943225 = -6004766.317302 nChanged 257 SP:Iteration 100F (8150.297475 sec): 3 clusters Score: Raw -6008339.098208 + Penalty 3482.943225 = -6004856.154983 nChanged 224 SP:Iteration 101Q (8150.366114 sec): 3 clusters Score: Raw -6008417.409235 + Penalty 3482.943225 = -6004934.466010 nChanged 205 SP:Iteration 102Q (8150.433671 sec): 3 clusters Score: Raw -6008485.974879 + Penalty 3482.943225 = -6005003.031654 nChanged 164 SP:Iteration 103Q (8150.501100 sec): 3 clusters Score: Raw -6008539.628250 + Penalty 3482.943225 = -6005056.685026 nChanged 148 SP:Iteration 104Q (8150.568388 sec): 3 clusters Score: Raw -6008590.038759 + Penalty 3482.943225 = -6005107.095534 nChanged 136 SP:Iteration 105Q (8150.635478 sec): 3 clusters Score: Raw -6008636.208506 + Penalty 3482.943225 = -6005153.265281 nChanged 141 SP:Iteration 106Q (8150.702348 sec): 3 clusters Score: Raw -6008684.815731 + Penalty 3482.943225 = -6005201.872506 nChanged 137 SP:Iteration 107Q (8150.769033 sec): 3 clusters Score: Raw -6008725.645602 + Penalty 3482.943225 = -6005242.702377 nChanged 114 SP:Iteration 108Q (8150.835725 sec): 3 clusters Score: Raw -6008757.217995 + Penalty 3482.943225 = -6005274.274770 nChanged 78 SP:Iteration 109Q (8150.902158 sec): 3 clusters Score: Raw -6008776.753210 + Penalty 3482.943225 = -6005293.809986 nChanged 79 SP:Iteration 110Q (8150.968748 sec): 3 clusters Score: Raw -6008798.885936 + Penalty 3482.943225 = -6005315.942711 nChanged 64 SP:Iteration 111Q (8151.034754 sec): 3 clusters Score: Raw -6008813.344724 + Penalty 3482.943225 = -6005330.401499 nChanged 53 SP:Iteration 112Q (8151.100721 sec): 3 clusters Score: Raw -6008825.717554 + Penalty 3482.943225 = -6005342.774329 nChanged 42 SP:Iteration 113Q (8151.166759 sec): 3 clusters Score: Raw -6008834.268231 + Penalty 3482.943225 = -6005351.325006 nChanged 38 SP:Iteration 114Q (8151.232828 sec): 3 clusters Score: Raw -6008844.754533 + Penalty 3482.943225 = -6005361.811309 nChanged 41 SP:Iteration 115Q (8151.300950 sec): 3 clusters Score: Raw -6008854.920006 + Penalty 3482.943225 = -6005371.976781 nChanged 24 SP:Iteration 116Q (8151.367009 sec): 3 clusters Score: Raw -6008860.598703 + Penalty 3482.943225 = -6005377.655478 nChanged 20 SP:Iteration 117Q (8151.432784 sec): 3 clusters Score: Raw -6008865.531427 + Penalty 3482.943225 = -6005382.588202 nChanged 25 SP:Iteration 118Q (8151.498740 sec): 3 clusters Score: Raw -6008872.614637 + Penalty 3482.943225 = -6005389.671412 nChanged 27 SP:Iteration 119Q (8151.564502 sec): 3 clusters Score: Raw -6008879.092231 + Penalty 3482.943225 = -6005396.149006 nChanged 21 SP:Iteration 120F (8151.641899 sec): 3 clusters Score: Raw -6008882.879393 + Penalty 3482.943225 = -6005399.936168 nChanged 16 SP:Iteration 121Q (8151.708377 sec): 3 clusters Score: Raw -6008886.300136 + Penalty 3482.943225 = -6005403.356911 nChanged 12 SP:Iteration 122Q (8151.774167 sec): 3 clusters Score: Raw -6008888.860828 + Penalty 3482.943225 = -6005405.917603 nChanged 8 SP:Iteration 123Q (8151.839871 sec): 3 clusters Score: Raw -6008890.572638 + Penalty 3482.943225 = -6005407.629413 nChanged 9 SP:Iteration 124Q (8151.905478 sec): 3 clusters Score: Raw -6008892.576906 + Penalty 3482.943225 = -6005409.633681 nChanged 9 SP:Iteration 125Q (8151.971099 sec): 3 clusters Score: Raw -6008894.022628 + Penalty 3482.943225 = -6005411.079403 nChanged 3 SP:Iteration 126Q (8152.036758 sec): 3 clusters Score: Raw -6008894.445518 + Penalty 3482.943225 = -6005411.502293 nChanged 0 SP:Iteration 127F (8152.114270 sec): 3 clusters Score: Raw -6008894.445518 + Penalty 3482.943225 = -6005411.502293 nChanged 0 Trying to split cluster 6 (4057 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8152.124454 sec): 2 clusters Score: Raw -520389.733401 + Penalty 1350.082348 = -519039.651053 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8152.145258 sec): 3 clusters Score: Raw -518358.357400 + Penalty 2700.164696 = -515658.192704 nChanged 1628 SP:Iteration 1F (8152.165539 sec): 3 clusters Score: Raw -519296.181059 + Penalty 2700.164696 = -516596.016364 nChanged 331 SP:Iteration 2F (8152.185968 sec): 3 clusters Score: Raw -519542.813608 + Penalty 2700.164696 = -516842.648912 nChanged 269 SP:Iteration 3F (8152.206370 sec): 3 clusters Score: Raw -519756.749121 + Penalty 2700.164696 = -517056.584425 nChanged 219 SP:Iteration 4F (8152.226611 sec): 3 clusters Score: Raw -519912.116498 + Penalty 2700.164696 = -517211.951802 nChanged 174 SP:Iteration 5Q (8152.246972 sec): 3 clusters Score: Raw -520038.605864 + Penalty 2700.164696 = -517338.441168 nChanged 188 SP:Iteration 6Q (8152.267396 sec): 3 clusters Score: Raw -520166.344872 + Penalty 2700.164696 = -517466.180177 nChanged 156 SP:Iteration 7Q (8152.287690 sec): 3 clusters Score: Raw -520273.160112 + Penalty 2700.164696 = -517572.995416 nChanged 133 SP:Iteration 8Q (8152.307777 sec): 3 clusters Score: Raw -520346.786854 + Penalty 2700.164696 = -517646.622158 nChanged 104 SP:Iteration 9Q (8152.327548 sec): 3 clusters Score: Raw -520410.953169 + Penalty 2700.164696 = -517710.788474 nChanged 93 SP:Iteration 10Q (8152.347445 sec): 3 clusters Score: Raw -520464.103837 + Penalty 2700.164696 = -517763.939141 nChanged 78 SP:Iteration 11Q (8152.367567 sec): 3 clusters Score: Raw -520497.080546 + Penalty 2700.164696 = -517796.915851 nChanged 64 SP:Iteration 12Q (8152.387659 sec): 3 clusters Score: Raw -520528.380665 + Penalty 2700.164696 = -517828.215969 nChanged 59 SP:Iteration 13Q (8152.407537 sec): 3 clusters Score: Raw -520558.155829 + Penalty 2700.164696 = -517857.991133 nChanged 69 SP:Iteration 14Q (8152.427581 sec): 3 clusters Score: Raw -520592.115337 + Penalty 2700.164696 = -517891.950641 nChanged 65 SP:Iteration 15Q (8152.447581 sec): 3 clusters Score: Raw -520619.298314 + Penalty 2700.164696 = -517919.133619 nChanged 60 SP:Iteration 16Q (8152.467290 sec): 3 clusters Score: Raw -520648.235381 + Penalty 2700.164696 = -517948.070685 nChanged 50 SP:Iteration 17Q (8152.487354 sec): 3 clusters Score: Raw -520666.572924 + Penalty 2700.164696 = -517966.408229 nChanged 39 SP:Iteration 18Q (8152.507361 sec): 3 clusters Score: Raw -520683.317348 + Penalty 2700.164696 = -517983.152652 nChanged 43 SP:Iteration 19Q (8152.526970 sec): 3 clusters Score: Raw -520701.463925 + Penalty 2700.164696 = -518001.299230 nChanged 43 SP:Iteration 20F (8152.547114 sec): 3 clusters Score: Raw -520715.573980 + Penalty 2700.164696 = -518015.409284 nChanged 37 SP:Iteration 21Q (8152.567190 sec): 3 clusters Score: Raw -520732.518684 + Penalty 2700.164696 = -518032.353988 nChanged 35 SP:Iteration 22Q (8152.587469 sec): 3 clusters Score: Raw -520743.435951 + Penalty 2700.164696 = -518043.271255 nChanged 33 SP:Iteration 23Q (8152.607515 sec): 3 clusters Score: Raw -520754.426432 + Penalty 2700.164696 = -518054.261736 nChanged 26 SP:Iteration 24Q (8152.627752 sec): 3 clusters Score: Raw -520765.541954 + Penalty 2700.164696 = -518065.377258 nChanged 32 SP:Iteration 25Q (8152.647482 sec): 3 clusters Score: Raw -520779.162668 + Penalty 2700.164696 = -518078.997973 nChanged 27 SP:Iteration 26Q (8152.667258 sec): 3 clusters Score: Raw -520790.112110 + Penalty 2700.164696 = -518089.947414 nChanged 31 SP:Iteration 27Q (8152.687320 sec): 3 clusters Score: Raw -520804.228751 + Penalty 2700.164696 = -518104.064056 nChanged 31 SP:Iteration 28Q (8152.706978 sec): 3 clusters Score: Raw -520820.601553 + Penalty 2700.164696 = -518120.436858 nChanged 22 SP:Iteration 29Q (8152.726921 sec): 3 clusters Score: Raw -520828.821064 + Penalty 2700.164696 = -518128.656369 nChanged 18 SP:Iteration 30Q (8152.746648 sec): 3 clusters Score: Raw -520835.069426 + Penalty 2700.164696 = -518134.904730 nChanged 20 SP:Iteration 31Q (8152.766512 sec): 3 clusters Score: Raw -520841.380389 + Penalty 2700.164696 = -518141.215693 nChanged 17 SP:Iteration 32Q (8152.786415 sec): 3 clusters Score: Raw -520847.860454 + Penalty 2700.164696 = -518147.695759 nChanged 19 SP:Iteration 33Q (8152.806197 sec): 3 clusters Score: Raw -520855.080355 + Penalty 2700.164696 = -518154.915660 nChanged 20 SP:Iteration 34Q (8152.826066 sec): 3 clusters Score: Raw -520862.587496 + Penalty 2700.164696 = -518162.422801 nChanged 13 SP:Iteration 35Q (8152.845717 sec): 3 clusters Score: Raw -520867.069362 + Penalty 2700.164696 = -518166.904666 nChanged 8 SP:Iteration 36Q (8152.865766 sec): 3 clusters Score: Raw -520869.812783 + Penalty 2700.164696 = -518169.648087 nChanged 4 SP:Iteration 37Q (8152.885488 sec): 3 clusters Score: Raw -520871.572517 + Penalty 2700.164696 = -518171.407821 nChanged 7 SP:Iteration 38Q (8152.905368 sec): 3 clusters Score: Raw -520873.973291 + Penalty 2700.164696 = -518173.808596 nChanged 5 SP:Iteration 39Q (8152.925142 sec): 3 clusters Score: Raw -520876.059146 + Penalty 2700.164696 = -518175.894450 nChanged 7 SP:Iteration 40F (8152.945209 sec): 3 clusters Score: Raw -520878.754742 + Penalty 2700.164696 = -518178.590046 nChanged 5 SP:Iteration 41Q (8152.964882 sec): 3 clusters Score: Raw -520880.989682 + Penalty 2700.164696 = -518180.824987 nChanged 9 SP:Iteration 42Q (8152.984560 sec): 3 clusters Score: Raw -520883.661328 + Penalty 2700.164696 = -518183.496633 nChanged 9 SP:Iteration 43Q (8153.004266 sec): 3 clusters Score: Raw -520888.133652 + Penalty 2700.164696 = -518187.968957 nChanged 9 SP:Iteration 44Q (8153.023997 sec): 3 clusters Score: Raw -520892.168723 + Penalty 2700.164696 = -518192.004028 nChanged 9 SP:Iteration 45Q (8153.043607 sec): 3 clusters Score: Raw -520894.955723 + Penalty 2700.164696 = -518194.791028 nChanged 10 SP:Iteration 46Q (8153.063315 sec): 3 clusters Score: Raw -520898.188618 + Penalty 2700.164696 = -518198.023923 nChanged 8 SP:Iteration 47Q (8153.083128 sec): 3 clusters Score: Raw -520900.986750 + Penalty 2700.164696 = -518200.822054 nChanged 7 SP:Iteration 48Q (8153.102984 sec): 3 clusters Score: Raw -520903.808514 + Penalty 2700.164696 = -518203.643819 nChanged 6 SP:Iteration 49Q (8153.122780 sec): 3 clusters Score: Raw -520905.314085 + Penalty 2700.164696 = -518205.149390 nChanged 3 SP:Iteration 50Q (8153.142741 sec): 3 clusters Score: Raw -520905.854222 + Penalty 2700.164696 = -518205.689527 nChanged 3 SP:Iteration 51Q (8153.162259 sec): 3 clusters Score: Raw -520906.970173 + Penalty 2700.164696 = -518206.805477 nChanged 2 SP:Iteration 52Q (8153.181844 sec): 3 clusters Score: Raw -520907.348157 + Penalty 2700.164696 = -518207.183462 nChanged 1 SP:Iteration 53Q (8153.201467 sec): 3 clusters Score: Raw -520907.477611 + Penalty 2700.164696 = -518207.312916 nChanged 0 SP:Iteration 54F (8153.221461 sec): 3 clusters Score: Raw -520907.477611 + Penalty 2700.164696 = -518207.312916 nChanged 0 Trying to split cluster 7 (5435 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8153.241102 sec): 2 clusters Score: Raw -722530.398592 + Penalty 1397.599905 = -721132.798687 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8153.263127 sec): 3 clusters Score: Raw -719690.462798 + Penalty 2795.199810 = -716895.262988 nChanged 2226 SP:Iteration 1F (8153.284902 sec): 3 clusters Score: Raw -720915.394480 + Penalty 2795.199810 = -718120.194670 nChanged 414 SP:Iteration 2F (8153.306655 sec): 3 clusters Score: Raw -721160.470402 + Penalty 2795.199810 = -718365.270592 nChanged 312 SP:Iteration 3F (8153.328576 sec): 3 clusters Score: Raw -721341.676923 + Penalty 2795.199810 = -718546.477113 nChanged 267 SP:Iteration 4Q (8153.350640 sec): 3 clusters Score: Raw -721501.981762 + Penalty 2795.199810 = -718706.781952 nChanged 234 SP:Iteration 5Q (8153.372494 sec): 3 clusters Score: Raw -721644.972451 + Penalty 2795.199810 = -718849.772641 nChanged 209 SP:Iteration 6Q (8153.394115 sec): 3 clusters Score: Raw -721777.329588 + Penalty 2795.199810 = -718982.129778 nChanged 208 SP:Iteration 7Q (8153.415849 sec): 3 clusters Score: Raw -721921.443549 + Penalty 2795.199810 = -719126.243739 nChanged 208 SP:Iteration 8Q (8153.437579 sec): 3 clusters Score: Raw -722071.615665 + Penalty 2795.199810 = -719276.415856 nChanged 196 SP:Iteration 9Q (8153.459302 sec): 3 clusters Score: Raw -722229.134097 + Penalty 2795.199810 = -719433.934287 nChanged 183 SP:Iteration 10Q (8153.480873 sec): 3 clusters Score: Raw -722366.536776 + Penalty 2795.199810 = -719571.336966 nChanged 145 SP:Iteration 11Q (8153.502122 sec): 3 clusters Score: Raw -722481.041991 + Penalty 2795.199810 = -719685.842182 nChanged 110 SP:Iteration 12Q (8153.523348 sec): 3 clusters Score: Raw -722579.407451 + Penalty 2795.199810 = -719784.207642 nChanged 97 SP:Iteration 13Q (8153.544438 sec): 3 clusters Score: Raw -722652.379076 + Penalty 2795.199810 = -719857.179266 nChanged 75 SP:Iteration 14Q (8153.565211 sec): 3 clusters Score: Raw -722699.360187 + Penalty 2795.199810 = -719904.160377 nChanged 68 SP:Iteration 15Q (8153.586054 sec): 3 clusters Score: Raw -722739.615989 + Penalty 2795.199810 = -719944.416179 nChanged 50 SP:Iteration 16Q (8153.606934 sec): 3 clusters Score: Raw -722758.690388 + Penalty 2795.199810 = -719963.490578 nChanged 33 SP:Iteration 17Q (8153.627699 sec): 3 clusters Score: Raw -722773.782404 + Penalty 2795.199810 = -719978.582594 nChanged 26 SP:Iteration 18Q (8153.648393 sec): 3 clusters Score: Raw -722784.414510 + Penalty 2795.199810 = -719989.214700 nChanged 22 SP:Iteration 19Q (8153.669274 sec): 3 clusters Score: Raw -722791.646018 + Penalty 2795.199810 = -719996.446208 nChanged 15 SP:Iteration 20F (8153.691112 sec): 3 clusters Score: Raw -722795.989876 + Penalty 2795.199810 = -720000.790066 nChanged 16 SP:Iteration 21Q (8153.711889 sec): 3 clusters Score: Raw -722802.991553 + Penalty 2795.199810 = -720007.791744 nChanged 14 SP:Iteration 22Q (8153.732525 sec): 3 clusters Score: Raw -722812.214075 + Penalty 2795.199810 = -720017.014265 nChanged 14 SP:Iteration 23Q (8153.753068 sec): 3 clusters Score: Raw -722820.761560 + Penalty 2795.199810 = -720025.561750 nChanged 16 SP:Iteration 24Q (8153.773756 sec): 3 clusters Score: Raw -722827.482724 + Penalty 2795.199810 = -720032.282914 nChanged 12 SP:Iteration 25Q (8153.794402 sec): 3 clusters Score: Raw -722832.986704 + Penalty 2795.199810 = -720037.786894 nChanged 6 SP:Iteration 26Q (8153.814994 sec): 3 clusters Score: Raw -722834.870132 + Penalty 2795.199810 = -720039.670322 nChanged 4 SP:Iteration 27Q (8153.835516 sec): 3 clusters Score: Raw -722835.737625 + Penalty 2795.199810 = -720040.537815 nChanged 3 SP:Iteration 28Q (8153.856250 sec): 3 clusters Score: Raw -722836.457938 + Penalty 2795.199810 = -720041.258129 nChanged 2 SP:Iteration 29Q (8153.876843 sec): 3 clusters Score: Raw -722836.928436 + Penalty 2795.199810 = -720041.728626 nChanged 1 SP:Iteration 30Q (8153.897528 sec): 3 clusters Score: Raw -722837.099798 + Penalty 2795.199810 = -720041.899988 nChanged 0 SP:Iteration 31F (8153.919290 sec): 3 clusters Score: Raw -722837.099798 + Penalty 2795.199810 = -720041.899988 nChanged 0 Trying to split cluster 8 (2150 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8153.936068 sec): 2 clusters Score: Raw -295684.390395 + Penalty 1246.898757 = -294437.491638 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8153.959644 sec): 3 clusters Score: Raw -294717.818487 + Penalty 2493.797514 = -292224.020973 nChanged 769 SP:Iteration 1F (8153.970433 sec): 3 clusters Score: Raw -295192.655258 + Penalty 2493.797514 = -292698.857744 nChanged 186 SP:Iteration 2F (8153.981209 sec): 3 clusters Score: Raw -295391.050508 + Penalty 2493.797514 = -292897.252994 nChanged 172 SP:Iteration 3F (8153.992040 sec): 3 clusters Score: Raw -295629.637563 + Penalty 2493.797514 = -293135.840048 nChanged 168 SP:Iteration 4F (8154.002768 sec): 3 clusters Score: Raw -295887.549738 + Penalty 2493.797514 = -293393.752224 nChanged 147 SP:Iteration 5F (8154.013480 sec): 3 clusters Score: Raw -296077.635486 + Penalty 2493.797514 = -293583.837972 nChanged 110 SP:Iteration 6F (8154.024245 sec): 3 clusters Score: Raw -296202.812176 + Penalty 2493.797514 = -293709.014662 nChanged 77 SP:Iteration 7Q (8154.034954 sec): 3 clusters Score: Raw -296273.371995 + Penalty 2493.797514 = -293779.574481 nChanged 51 SP:Iteration 8Q (8154.045408 sec): 3 clusters Score: Raw -296315.202754 + Penalty 2493.797514 = -293821.405240 nChanged 33 SP:Iteration 9Q (8154.056125 sec): 3 clusters Score: Raw -296344.118127 + Penalty 2493.797514 = -293850.320612 nChanged 20 SP:Iteration 10Q (8154.066710 sec): 3 clusters Score: Raw -296355.386151 + Penalty 2493.797514 = -293861.588636 nChanged 8 SP:Iteration 11Q (8154.077363 sec): 3 clusters Score: Raw -296360.912390 + Penalty 2493.797514 = -293867.114875 nChanged 7 SP:Iteration 12Q (8154.088054 sec): 3 clusters Score: Raw -296364.923571 + Penalty 2493.797514 = -293871.126056 nChanged 3 SP:Iteration 13Q (8154.098689 sec): 3 clusters Score: Raw -296366.532158 + Penalty 2493.797514 = -293872.734643 nChanged 0 SP:Iteration 14F (8154.109315 sec): 3 clusters Score: Raw -296366.532158 + Penalty 2493.797514 = -293872.734643 nChanged 0 Trying to split cluster 9 (9523 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8154.133130 sec): 2 clusters Score: Raw -1154430.986777 + Penalty 1488.738096 = -1152942.248681 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8154.160693 sec): 3 clusters Score: Raw -1149069.658422 + Penalty 2977.476191 = -1146092.182231 nChanged 4095 SP:Iteration 1F (8154.187670 sec): 3 clusters Score: Raw -1151225.982442 + Penalty 2977.476191 = -1148248.506251 nChanged 611 SP:Iteration 2F (8154.214427 sec): 3 clusters Score: Raw -1151535.128564 + Penalty 2977.476191 = -1148557.652373 nChanged 548 SP:Iteration 3F (8154.241090 sec): 3 clusters Score: Raw -1151842.776556 + Penalty 2977.476191 = -1148865.300365 nChanged 564 SP:Iteration 4F (8154.267581 sec): 3 clusters Score: Raw -1152170.430320 + Penalty 2977.476191 = -1149192.954129 nChanged 563 SP:Iteration 5F (8154.294171 sec): 3 clusters Score: Raw -1152535.150992 + Penalty 2977.476191 = -1149557.674800 nChanged 539 SP:Iteration 6F (8154.320943 sec): 3 clusters Score: Raw -1152909.478598 + Penalty 2977.476191 = -1149932.002407 nChanged 555 SP:Iteration 7F (8154.347919 sec): 3 clusters Score: Raw -1153357.083890 + Penalty 2977.476191 = -1150379.607698 nChanged 483 SP:Iteration 8F (8154.374469 sec): 3 clusters Score: Raw -1153765.258666 + Penalty 2977.476191 = -1150787.782474 nChanged 358 SP:Iteration 9Q (8154.401143 sec): 3 clusters Score: Raw -1154050.208827 + Penalty 2977.476191 = -1151072.732636 nChanged 255 SP:Iteration 10Q (8154.427406 sec): 3 clusters Score: Raw -1154263.066192 + Penalty 2977.476191 = -1151285.590000 nChanged 190 SP:Iteration 11Q (8154.453510 sec): 3 clusters Score: Raw -1154420.348057 + Penalty 2977.476191 = -1151442.871866 nChanged 120 SP:Iteration 12Q (8154.479324 sec): 3 clusters Score: Raw -1154516.504466 + Penalty 2977.476191 = -1151539.028275 nChanged 73 SP:Iteration 13Q (8154.504801 sec): 3 clusters Score: Raw -1154573.546578 + Penalty 2977.476191 = -1151596.070387 nChanged 52 SP:Iteration 14Q (8154.530008 sec): 3 clusters Score: Raw -1154621.043435 + Penalty 2977.476191 = -1151643.567243 nChanged 43 SP:Iteration 15Q (8154.555078 sec): 3 clusters Score: Raw -1154652.052928 + Penalty 2977.476191 = -1151674.576737 nChanged 24 SP:Iteration 16Q (8154.579930 sec): 3 clusters Score: Raw -1154670.741160 + Penalty 2977.476191 = -1151693.264968 nChanged 21 SP:Iteration 17Q (8154.604817 sec): 3 clusters Score: Raw -1154685.846118 + Penalty 2977.476191 = -1151708.369927 nChanged 14 SP:Iteration 18Q (8154.629524 sec): 3 clusters Score: Raw -1154698.966108 + Penalty 2977.476191 = -1151721.489917 nChanged 10 SP:Iteration 19Q (8154.654095 sec): 3 clusters Score: Raw -1154709.120865 + Penalty 2977.476191 = -1151731.644674 nChanged 14 SP:Iteration 20F (8154.680921 sec): 3 clusters Score: Raw -1154719.904316 + Penalty 2977.476191 = -1151742.428124 nChanged 7 SP:Iteration 21Q (8154.705397 sec): 3 clusters Score: Raw -1154726.398321 + Penalty 2977.476191 = -1151748.922130 nChanged 5 SP:Iteration 22Q (8154.729874 sec): 3 clusters Score: Raw -1154732.284817 + Penalty 2977.476191 = -1151754.808626 nChanged 2 SP:Iteration 23Q (8154.754120 sec): 3 clusters Score: Raw -1154733.741046 + Penalty 2977.476191 = -1151756.264855 nChanged 0 SP:Iteration 24F (8154.780854 sec): 3 clusters Score: Raw -1154733.741046 + Penalty 2977.476191 = -1151756.264855 nChanged 0 Trying to split cluster 10 (12792 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8154.807665 sec): 2 clusters Score: Raw -1664645.644623 + Penalty 1536.693479 = -1663108.951144 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8154.840333 sec): 3 clusters Score: Raw -1657311.669349 + Penalty 3073.386958 = -1654238.282392 nChanged 5584 SP:Iteration 1F (8154.871646 sec): 3 clusters Score: Raw -1660276.070486 + Penalty 3073.386958 = -1657202.683528 nChanged 726 SP:Iteration 2F (8154.903021 sec): 3 clusters Score: Raw -1660568.358798 + Penalty 3073.386958 = -1657494.971841 nChanged 629 SP:Iteration 3Q (8154.934783 sec): 3 clusters Score: Raw -1660819.907691 + Penalty 3073.386958 = -1657746.520733 nChanged 582 SP:Iteration 4Q (8154.966756 sec): 3 clusters Score: Raw -1661078.913561 + Penalty 3073.386958 = -1658005.526604 nChanged 562 SP:Iteration 5Q (8154.998462 sec): 3 clusters Score: Raw -1661326.611841 + Penalty 3073.386958 = -1658253.224884 nChanged 565 SP:Iteration 6Q (8155.030265 sec): 3 clusters Score: Raw -1661604.901196 + Penalty 3073.386958 = -1658531.514239 nChanged 578 SP:Iteration 7Q (8155.061747 sec): 3 clusters Score: Raw -1661927.857761 + Penalty 3073.386958 = -1658854.470803 nChanged 618 SP:Iteration 8Q (8155.093391 sec): 3 clusters Score: Raw -1662316.254053 + Penalty 3073.386958 = -1659242.867095 nChanged 695 SP:Iteration 9F (8155.124711 sec): 3 clusters Score: Raw -1662792.332810 + Penalty 3073.386958 = -1659718.945852 nChanged 677 SP:Iteration 10F (8155.156154 sec): 3 clusters Score: Raw -1663293.845546 + Penalty 3073.386958 = -1660220.458588 nChanged 582 SP:Iteration 11Q (8155.186808 sec): 3 clusters Score: Raw -1663754.969321 + Penalty 3073.386958 = -1660681.582363 nChanged 459 SP:Iteration 12Q (8155.216944 sec): 3 clusters Score: Raw -1664119.239145 + Penalty 3073.386958 = -1661045.852187 nChanged 306 SP:Iteration 13Q (8155.246331 sec): 3 clusters Score: Raw -1664368.340863 + Penalty 3073.386958 = -1661294.953906 nChanged 218 SP:Iteration 14Q (8155.275445 sec): 3 clusters Score: Raw -1664543.253689 + Penalty 3073.386958 = -1661469.866731 nChanged 140 SP:Iteration 15Q (8155.303864 sec): 3 clusters Score: Raw -1664651.083708 + Penalty 3073.386958 = -1661577.696750 nChanged 75 SP:Iteration 16Q (8155.332411 sec): 3 clusters Score: Raw -1664708.517272 + Penalty 3073.386958 = -1661635.130314 nChanged 47 SP:Iteration 17Q (8155.360270 sec): 3 clusters Score: Raw -1664748.720101 + Penalty 3073.386958 = -1661675.333143 nChanged 25 SP:Iteration 18Q (8155.387891 sec): 3 clusters Score: Raw -1664781.758771 + Penalty 3073.386958 = -1661708.371813 nChanged 24 SP:Iteration 19Q (8155.415432 sec): 3 clusters Score: Raw -1664805.175707 + Penalty 3073.386958 = -1661731.788749 nChanged 18 SP:Iteration 20F (8155.446597 sec): 3 clusters Score: Raw -1664817.092729 + Penalty 3073.386958 = -1661743.705772 nChanged 8 SP:Iteration 21Q (8155.474244 sec): 3 clusters Score: Raw -1664823.992882 + Penalty 3073.386958 = -1661750.605924 nChanged 9 SP:Iteration 22Q (8155.501571 sec): 3 clusters Score: Raw -1664829.999699 + Penalty 3073.386958 = -1661756.612741 nChanged 3 SP:Iteration 23Q (8155.528935 sec): 3 clusters Score: Raw -1664832.416711 + Penalty 3073.386958 = -1661759.029753 nChanged 3 SP:Iteration 24Q (8155.556380 sec): 3 clusters Score: Raw -1664834.254625 + Penalty 3073.386958 = -1661760.867667 nChanged 3 SP:Iteration 25Q (8155.583712 sec): 3 clusters Score: Raw -1664836.762707 + Penalty 3073.386958 = -1661763.375749 nChanged 4 SP:Iteration 26Q (8155.611151 sec): 3 clusters Score: Raw -1664839.448173 + Penalty 3073.386958 = -1661766.061215 nChanged 5 SP:Iteration 27Q (8155.638417 sec): 3 clusters Score: Raw -1664842.365370 + Penalty 3073.386958 = -1661768.978412 nChanged 5 SP:Iteration 28Q (8155.665759 sec): 3 clusters Score: Raw -1664847.114045 + Penalty 3073.386958 = -1661773.727087 nChanged 4 SP:Iteration 29Q (8155.693040 sec): 3 clusters Score: Raw -1664848.851219 + Penalty 3073.386958 = -1661775.464261 nChanged 1 SP:Iteration 30Q (8155.720317 sec): 3 clusters Score: Raw -1664849.382624 + Penalty 3073.386958 = -1661775.995666 nChanged 0 SP:Iteration 31F (8155.751608 sec): 3 clusters Score: Raw -1664849.382624 + Penalty 3073.386958 = -1661775.995666 nChanged 0 Trying to split cluster 11 (3684 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8155.768728 sec): 2 clusters Score: Raw -469389.483407 + Penalty 1334.410090 = -468055.073318 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8155.787581 sec): 3 clusters Score: Raw -467567.171158 + Penalty 2668.820179 = -464898.350979 nChanged 1436 SP:Iteration 1F (8155.805291 sec): 3 clusters Score: Raw -468407.951436 + Penalty 2668.820179 = -465739.131257 nChanged 276 SP:Iteration 2F (8155.823111 sec): 3 clusters Score: Raw -468559.606459 + Penalty 2668.820179 = -465890.786280 nChanged 194 SP:Iteration 3F (8155.841004 sec): 3 clusters Score: Raw -468670.880174 + Penalty 2668.820179 = -466002.059995 nChanged 155 SP:Iteration 4Q (8155.858873 sec): 3 clusters Score: Raw -468769.375548 + Penalty 2668.820179 = -466100.555369 nChanged 153 SP:Iteration 5Q (8155.876678 sec): 3 clusters Score: Raw -468879.682105 + Penalty 2668.820179 = -466210.861926 nChanged 156 SP:Iteration 6Q (8155.894409 sec): 3 clusters Score: Raw -469007.606782 + Penalty 2668.820179 = -466338.786603 nChanged 143 SP:Iteration 7Q (8155.912221 sec): 3 clusters Score: Raw -469123.968703 + Penalty 2668.820179 = -466455.148524 nChanged 160 SP:Iteration 8Q (8155.930005 sec): 3 clusters Score: Raw -469259.255071 + Penalty 2668.820179 = -466590.434892 nChanged 172 SP:Iteration 9Q (8155.947747 sec): 3 clusters Score: Raw -469405.268705 + Penalty 2668.820179 = -466736.448525 nChanged 155 SP:Iteration 10Q (8155.965317 sec): 3 clusters Score: Raw -469545.231027 + Penalty 2668.820179 = -466876.410847 nChanged 133 SP:Iteration 11Q (8155.983000 sec): 3 clusters Score: Raw -469670.655751 + Penalty 2668.820179 = -467001.835572 nChanged 107 SP:Iteration 12Q (8156.000664 sec): 3 clusters Score: Raw -469760.786557 + Penalty 2668.820179 = -467091.966378 nChanged 94 SP:Iteration 13Q (8156.018238 sec): 3 clusters Score: Raw -469838.531620 + Penalty 2668.820179 = -467169.711441 nChanged 61 SP:Iteration 14Q (8156.035759 sec): 3 clusters Score: Raw -469883.685551 + Penalty 2668.820179 = -467214.865372 nChanged 39 SP:Iteration 15Q (8156.053216 sec): 3 clusters Score: Raw -469916.207053 + Penalty 2668.820179 = -467247.386873 nChanged 40 SP:Iteration 16Q (8156.070578 sec): 3 clusters Score: Raw -469945.330843 + Penalty 2668.820179 = -467276.510664 nChanged 37 SP:Iteration 17Q (8156.087929 sec): 3 clusters Score: Raw -469983.866722 + Penalty 2668.820179 = -467315.046543 nChanged 40 SP:Iteration 18Q (8156.105203 sec): 3 clusters Score: Raw -470024.944375 + Penalty 2668.820179 = -467356.124195 nChanged 31 SP:Iteration 19Q (8156.122455 sec): 3 clusters Score: Raw -470053.776603 + Penalty 2668.820179 = -467384.956424 nChanged 28 SP:Iteration 20F (8156.140275 sec): 3 clusters Score: Raw -470085.049462 + Penalty 2668.820179 = -467416.229283 nChanged 31 SP:Iteration 21Q (8156.157302 sec): 3 clusters Score: Raw -470119.287800 + Penalty 2668.820179 = -467450.467621 nChanged 19 SP:Iteration 22Q (8156.174394 sec): 3 clusters Score: Raw -470140.824083 + Penalty 2668.820179 = -467472.003904 nChanged 20 SP:Iteration 23Q (8156.191471 sec): 3 clusters Score: Raw -470164.964292 + Penalty 2668.820179 = -467496.144113 nChanged 25 SP:Iteration 24Q (8156.208315 sec): 3 clusters Score: Raw -470191.237010 + Penalty 2668.820179 = -467522.416831 nChanged 19 SP:Iteration 25Q (8156.225299 sec): 3 clusters Score: Raw -470212.689423 + Penalty 2668.820179 = -467543.869244 nChanged 13 SP:Iteration 26Q (8156.242229 sec): 3 clusters Score: Raw -470227.463036 + Penalty 2668.820179 = -467558.642857 nChanged 9 SP:Iteration 27Q (8156.259148 sec): 3 clusters Score: Raw -470233.481122 + Penalty 2668.820179 = -467564.660943 nChanged 3 SP:Iteration 28Q (8156.276065 sec): 3 clusters Score: Raw -470234.653308 + Penalty 2668.820179 = -467565.833129 nChanged 1 SP:Iteration 29Q (8156.292803 sec): 3 clusters Score: Raw -470234.908011 + Penalty 2668.820179 = -467566.087832 nChanged 1 SP:Iteration 30Q (8156.309698 sec): 3 clusters Score: Raw -470235.551397 + Penalty 2668.820179 = -467566.731218 nChanged 0 SP:Iteration 31F (8156.327349 sec): 3 clusters Score: Raw -470235.551397 + Penalty 2668.820179 = -467566.731218 nChanged 0 Trying to split cluster 12 (16604 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8156.359382 sec): 2 clusters Score: Raw -2122071.261283 + Penalty 1579.077323 = -2120492.183961 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8156.399150 sec): 3 clusters Score: Raw -2112104.492097 + Penalty 3158.154645 = -2108946.337451 nChanged 7450 SP:Iteration 1F (8156.437118 sec): 3 clusters Score: Raw -2116338.758652 + Penalty 3158.154645 = -2113180.604007 nChanged 1050 SP:Iteration 2F (8156.475016 sec): 3 clusters Score: Raw -2116866.374972 + Penalty 3158.154645 = -2113708.220327 nChanged 1111 SP:Iteration 3F (8156.512926 sec): 3 clusters Score: Raw -2117495.439035 + Penalty 3158.154645 = -2114337.284390 nChanged 1100 SP:Iteration 4F (8156.550766 sec): 3 clusters Score: Raw -2118204.020351 + Penalty 3158.154645 = -2115045.865706 nChanged 1167 SP:Iteration 5F (8156.588766 sec): 3 clusters Score: Raw -2119093.715169 + Penalty 3158.154645 = -2115935.560524 nChanged 1074 SP:Iteration 6F (8156.626714 sec): 3 clusters Score: Raw -2119982.111153 + Penalty 3158.154645 = -2116823.956507 nChanged 931 SP:Iteration 7F (8156.664700 sec): 3 clusters Score: Raw -2120779.084399 + Penalty 3158.154645 = -2117620.929753 nChanged 653 SP:Iteration 8Q (8156.702868 sec): 3 clusters Score: Raw -2121374.766443 + Penalty 3158.154645 = -2118216.611797 nChanged 422 SP:Iteration 9Q (8156.739955 sec): 3 clusters Score: Raw -2121757.348969 + Penalty 3158.154645 = -2118599.194324 nChanged 229 SP:Iteration 10Q (8156.775724 sec): 3 clusters Score: Raw -2121959.530939 + Penalty 3158.154645 = -2118801.376294 nChanged 129 SP:Iteration 11Q (8156.810531 sec): 3 clusters Score: Raw -2122084.040257 + Penalty 3158.154645 = -2118925.885612 nChanged 100 SP:Iteration 12Q (8156.844644 sec): 3 clusters Score: Raw -2122184.485746 + Penalty 3158.154645 = -2119026.331101 nChanged 82 SP:Iteration 13Q (8156.878051 sec): 3 clusters Score: Raw -2122277.841251 + Penalty 3158.154645 = -2119119.686605 nChanged 77 SP:Iteration 14Q (8156.911025 sec): 3 clusters Score: Raw -2122354.281933 + Penalty 3158.154645 = -2119196.127288 nChanged 52 SP:Iteration 15Q (8156.943671 sec): 3 clusters Score: Raw -2122397.927736 + Penalty 3158.154645 = -2119239.773091 nChanged 41 SP:Iteration 16Q (8156.976111 sec): 3 clusters Score: Raw -2122429.041051 + Penalty 3158.154645 = -2119270.886405 nChanged 29 SP:Iteration 17Q (8157.008464 sec): 3 clusters Score: Raw -2122453.215255 + Penalty 3158.154645 = -2119295.060610 nChanged 21 SP:Iteration 18Q (8157.040961 sec): 3 clusters Score: Raw -2122470.562580 + Penalty 3158.154645 = -2119312.407935 nChanged 20 SP:Iteration 19Q (8157.073272 sec): 3 clusters Score: Raw -2122480.249903 + Penalty 3158.154645 = -2119322.095257 nChanged 12 SP:Iteration 20F (8157.110998 sec): 3 clusters Score: Raw -2122488.524664 + Penalty 3158.154645 = -2119330.370019 nChanged 13 SP:Iteration 21Q (8157.143351 sec): 3 clusters Score: Raw -2122498.773939 + Penalty 3158.154645 = -2119340.619294 nChanged 11 SP:Iteration 22Q (8157.175601 sec): 3 clusters Score: Raw -2122505.757535 + Penalty 3158.154645 = -2119347.602889 nChanged 11 SP:Iteration 23Q (8157.207912 sec): 3 clusters Score: Raw -2122511.172995 + Penalty 3158.154645 = -2119353.018349 nChanged 4 SP:Iteration 24Q (8157.240251 sec): 3 clusters Score: Raw -2122513.577626 + Penalty 3158.154645 = -2119355.422981 nChanged 7 SP:Iteration 25Q (8157.272454 sec): 3 clusters Score: Raw -2122516.444345 + Penalty 3158.154645 = -2119358.289699 nChanged 3 SP:Iteration 26Q (8157.304447 sec): 3 clusters Score: Raw -2122517.235403 + Penalty 3158.154645 = -2119359.080757 nChanged 4 SP:Iteration 27Q (8157.336558 sec): 3 clusters Score: Raw -2122518.526204 + Penalty 3158.154645 = -2119360.371558 nChanged 4 SP:Iteration 28Q (8157.368615 sec): 3 clusters Score: Raw -2122520.594348 + Penalty 3158.154645 = -2119362.439702 nChanged 2 SP:Iteration 29Q (8157.400864 sec): 3 clusters Score: Raw -2122521.314974 + Penalty 3158.154645 = -2119363.160328 nChanged 1 SP:Iteration 30Q (8157.433145 sec): 3 clusters Score: Raw -2122521.806650 + Penalty 3158.154645 = -2119363.652005 nChanged 1 SP:Iteration 31Q (8157.465413 sec): 3 clusters Score: Raw -2122522.287717 + Penalty 3158.154645 = -2119364.133072 nChanged 3 SP:Iteration 32Q (8157.497717 sec): 3 clusters Score: Raw -2122523.452595 + Penalty 3158.154645 = -2119365.297950 nChanged 3 SP:Iteration 33Q (8157.529964 sec): 3 clusters Score: Raw -2122524.752868 + Penalty 3158.154645 = -2119366.598222 nChanged 7 SP:Iteration 34Q (8157.562171 sec): 3 clusters Score: Raw -2122528.044323 + Penalty 3158.154645 = -2119369.889677 nChanged 3 SP:Iteration 35Q (8157.594262 sec): 3 clusters Score: Raw -2122529.768466 + Penalty 3158.154645 = -2119371.613820 nChanged 4 SP:Iteration 36Q (8157.626486 sec): 3 clusters Score: Raw -2122531.324717 + Penalty 3158.154645 = -2119373.170072 nChanged 4 SP:Iteration 37Q (8157.658567 sec): 3 clusters Score: Raw -2122533.615508 + Penalty 3158.154645 = -2119375.460862 nChanged 4 SP:Iteration 38Q (8157.690759 sec): 3 clusters Score: Raw -2122534.557836 + Penalty 3158.154645 = -2119376.403190 nChanged 4 SP:Iteration 39Q (8157.722963 sec): 3 clusters Score: Raw -2122535.958763 + Penalty 3158.154645 = -2119377.804117 nChanged 4 SP:Iteration 40F (8157.760533 sec): 3 clusters Score: Raw -2122537.559889 + Penalty 3158.154645 = -2119379.405243 nChanged 1 SP:Iteration 41Q (8157.793052 sec): 3 clusters Score: Raw -2122538.239970 + Penalty 3158.154645 = -2119380.085325 nChanged 1 SP:Iteration 42Q (8157.825299 sec): 3 clusters Score: Raw -2122538.373746 + Penalty 3158.154645 = -2119380.219100 nChanged 2 SP:Iteration 43Q (8157.857398 sec): 3 clusters Score: Raw -2122538.780119 + Penalty 3158.154645 = -2119380.625474 nChanged 1 SP:Iteration 44Q (8157.889553 sec): 3 clusters Score: Raw -2122538.908622 + Penalty 3158.154645 = -2119380.753976 nChanged 0 SP:Iteration 45F (8157.927199 sec): 3 clusters Score: Raw -2122538.908622 + Penalty 3158.154645 = -2119380.753976 nChanged 0 Trying to split cluster 13 (2953 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8157.943513 sec): 2 clusters Score: Raw -382959.182786 + Penalty 1298.468743 = -381660.714042 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8157.958941 sec): 3 clusters Score: Raw -381529.902142 + Penalty 2596.937487 = -378932.964655 nChanged 1128 SP:Iteration 1F (8157.973498 sec): 3 clusters Score: Raw -382215.536584 + Penalty 2596.937487 = -379618.599098 nChanged 223 SP:Iteration 2F (8157.988074 sec): 3 clusters Score: Raw -382376.079446 + Penalty 2596.937487 = -379779.141960 nChanged 167 SP:Iteration 3F (8158.002595 sec): 3 clusters Score: Raw -382522.082494 + Penalty 2596.937487 = -379925.145008 nChanged 162 SP:Iteration 4F (8158.017164 sec): 3 clusters Score: Raw -382671.316966 + Penalty 2596.937487 = -380074.379480 nChanged 151 SP:Iteration 5F (8158.031700 sec): 3 clusters Score: Raw -382801.073226 + Penalty 2596.937487 = -380204.135740 nChanged 140 SP:Iteration 6Q (8158.046200 sec): 3 clusters Score: Raw -382921.186411 + Penalty 2596.937487 = -380324.248924 nChanged 121 SP:Iteration 7Q (8158.060696 sec): 3 clusters Score: Raw -383019.662005 + Penalty 2596.937487 = -380422.724518 nChanged 104 SP:Iteration 8Q (8158.075178 sec): 3 clusters Score: Raw -383112.940603 + Penalty 2596.937487 = -380516.003116 nChanged 98 SP:Iteration 9Q (8158.089618 sec): 3 clusters Score: Raw -383180.942270 + Penalty 2596.937487 = -380584.004784 nChanged 71 SP:Iteration 10Q (8158.103884 sec): 3 clusters Score: Raw -383228.447473 + Penalty 2596.937487 = -380631.509986 nChanged 64 SP:Iteration 11Q (8158.118258 sec): 3 clusters Score: Raw -383268.797838 + Penalty 2596.937487 = -380671.860351 nChanged 56 SP:Iteration 12Q (8158.132619 sec): 3 clusters Score: Raw -383302.519822 + Penalty 2596.937487 = -380705.582336 nChanged 52 SP:Iteration 13Q (8158.146953 sec): 3 clusters Score: Raw -383327.864536 + Penalty 2596.937487 = -380730.927050 nChanged 38 SP:Iteration 14Q (8158.161243 sec): 3 clusters Score: Raw -383348.178303 + Penalty 2596.937487 = -380751.240817 nChanged 30 SP:Iteration 15Q (8158.175564 sec): 3 clusters Score: Raw -383358.869163 + Penalty 2596.937487 = -380761.931676 nChanged 25 SP:Iteration 16Q (8158.189903 sec): 3 clusters Score: Raw -383370.550797 + Penalty 2596.937487 = -380773.613310 nChanged 20 SP:Iteration 17Q (8158.204047 sec): 3 clusters Score: Raw -383378.765211 + Penalty 2596.937487 = -380781.827725 nChanged 15 SP:Iteration 18Q (8158.218269 sec): 3 clusters Score: Raw -383383.596650 + Penalty 2596.937487 = -380786.659163 nChanged 12 SP:Iteration 19Q (8158.232525 sec): 3 clusters Score: Raw -383386.462336 + Penalty 2596.937487 = -380789.524850 nChanged 9 SP:Iteration 20F (8158.247093 sec): 3 clusters Score: Raw -383388.722056 + Penalty 2596.937487 = -380791.784569 nChanged 5 SP:Iteration 21Q (8158.261401 sec): 3 clusters Score: Raw -383389.969485 + Penalty 2596.937487 = -380793.031998 nChanged 3 SP:Iteration 22Q (8158.275539 sec): 3 clusters Score: Raw -383391.411627 + Penalty 2596.937487 = -380794.474141 nChanged 6 SP:Iteration 23Q (8158.289813 sec): 3 clusters Score: Raw -383394.176935 + Penalty 2596.937487 = -380797.239448 nChanged 7 SP:Iteration 24Q (8158.304125 sec): 3 clusters Score: Raw -383396.722010 + Penalty 2596.937487 = -380799.784523 nChanged 6 SP:Iteration 25Q (8158.318397 sec): 3 clusters Score: Raw -383398.319018 + Penalty 2596.937487 = -380801.381532 nChanged 5 SP:Iteration 26Q (8158.332553 sec): 3 clusters Score: Raw -383399.362303 + Penalty 2596.937487 = -380802.424817 nChanged 3 SP:Iteration 27Q (8158.346855 sec): 3 clusters Score: Raw -383400.175107 + Penalty 2596.937487 = -380803.237621 nChanged 5 SP:Iteration 28Q (8158.361125 sec): 3 clusters Score: Raw -383401.641207 + Penalty 2596.937487 = -380804.703720 nChanged 4 SP:Iteration 29Q (8158.375418 sec): 3 clusters Score: Raw -383402.584800 + Penalty 2596.937487 = -380805.647313 nChanged 0 SP:Iteration 30F (8158.389956 sec): 3 clusters Score: Raw -383402.584800 + Penalty 2596.937487 = -380805.647313 nChanged 0 Trying to split cluster 14 (206 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8158.401622 sec): 2 clusters Score: Raw -20497.347490 + Penalty 865.779877 = -19631.567613 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8158.403388 sec): 3 clusters Score: Raw -20724.933650 + Penalty 1731.559755 = -18993.373895 nChanged 31 SP:Iteration 1F (8158.405010 sec): 3 clusters Score: Raw -20798.409913 + Penalty 1731.559755 = -19066.850159 nChanged 3 SP:Iteration 2Q (8158.406570 sec): 3 clusters Score: Raw -20801.704334 + Penalty 1731.559755 = -19070.144579 nChanged 2 SP:Iteration 3Q (8158.408122 sec): 3 clusters Score: Raw -20805.875676 + Penalty 1731.559755 = -19074.315922 nChanged 2 SP:Iteration 4Q (8158.409658 sec): 3 clusters Score: Raw -20808.614953 + Penalty 1731.559755 = -19077.055198 nChanged 2 SP:Iteration 5Q (8158.411211 sec): 3 clusters Score: Raw -20820.805706 + Penalty 1731.559755 = -19089.245952 nChanged 3 SP:Iteration 6Q (8158.412754 sec): 3 clusters Score: Raw -20830.269995 + Penalty 1731.559755 = -19098.710240 nChanged 4 SP:Iteration 7Q (8158.414293 sec): 3 clusters Score: Raw -20839.269329 + Penalty 1731.559755 = -19107.709574 nChanged 4 SP:Iteration 8Q (8158.415843 sec): 3 clusters Score: Raw -20847.857940 + Penalty 1731.559755 = -19116.298185 nChanged 3 SP:Iteration 9Q (8158.417385 sec): 3 clusters Score: Raw -20859.233991 + Penalty 1731.559755 = -19127.674236 nChanged 1 SP:Iteration 10Q (8158.418923 sec): 3 clusters Score: Raw -20861.961119 + Penalty 1731.559755 = -19130.401365 nChanged 0 SP:Iteration 11F (8158.420522 sec): 3 clusters Score: Raw -20861.961119 + Penalty 1731.559755 = -19130.401365 nChanged 0 Trying to split cluster 15 (31194 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8158.470158 sec): 2 clusters Score: Raw -4116555.598992 + Penalty 1681.546920 = -4114874.052072 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8158.531760 sec): 3 clusters Score: Raw -4097243.073597 + Penalty 3363.093840 = -4093879.979757 nChanged 14450 SP:Iteration 1F (8158.589472 sec): 3 clusters Score: Raw -4105251.728086 + Penalty 3363.093840 = -4101888.634246 nChanged 1477 SP:Iteration 2Q (8158.649195 sec): 3 clusters Score: Raw -4105790.965737 + Penalty 3363.093840 = -4102427.871897 nChanged 1580 SP:Iteration 3F (8158.706656 sec): 3 clusters Score: Raw -4106425.976225 + Penalty 3363.093840 = -4103062.882384 nChanged 1634 SP:Iteration 4F (8158.764319 sec): 3 clusters Score: Raw -4107216.385050 + Penalty 3363.093840 = -4103853.291209 nChanged 1792 SP:Iteration 5F (8158.821836 sec): 3 clusters Score: Raw -4108252.146835 + Penalty 3363.093840 = -4104889.052994 nChanged 2025 SP:Iteration 6F (8158.879332 sec): 3 clusters Score: Raw -4109708.451682 + Penalty 3363.093840 = -4106345.357841 nChanged 2168 SP:Iteration 7F (8158.936997 sec): 3 clusters Score: Raw -4111487.283738 + Penalty 3363.093840 = -4108124.189898 nChanged 1864 SP:Iteration 8F (8158.994689 sec): 3 clusters Score: Raw -4113167.220841 + Penalty 3363.093840 = -4109804.127000 nChanged 1402 SP:Iteration 9Q (8159.052399 sec): 3 clusters Score: Raw -4114566.274182 + Penalty 3363.093840 = -4111203.180341 nChanged 927 SP:Iteration 10Q (8159.107347 sec): 3 clusters Score: Raw -4115537.278751 + Penalty 3363.093840 = -4112174.184911 nChanged 639 SP:Iteration 11Q (8159.160576 sec): 3 clusters Score: Raw -4116239.967917 + Penalty 3363.093840 = -4112876.874076 nChanged 449 SP:Iteration 12Q (8159.211071 sec): 3 clusters Score: Raw -4116576.881803 + Penalty 3363.093840 = -4113213.787963 nChanged 340 SP:Iteration 13Q (8159.260759 sec): 3 clusters Score: Raw -4116786.457836 + Penalty 3363.093840 = -4113423.363995 nChanged 267 SP:Iteration 14Q (8159.310165 sec): 3 clusters Score: Raw -4116922.376950 + Penalty 3363.093840 = -4113559.283110 nChanged 201 SP:Iteration 15Q (8159.359386 sec): 3 clusters Score: Raw -4117019.471332 + Penalty 3363.093840 = -4113656.377492 nChanged 175 SP:Iteration 16Q (8159.408638 sec): 3 clusters Score: Raw -4117079.699192 + Penalty 3363.093840 = -4113716.605352 nChanged 113 SP:Iteration 17Q (8159.457589 sec): 3 clusters Score: Raw -4117110.594156 + Penalty 3363.093840 = -4113747.500316 nChanged 87 SP:Iteration 18Q (8159.506840 sec): 3 clusters Score: Raw -4117128.651165 + Penalty 3363.093840 = -4113765.557324 nChanged 59 SP:Iteration 19Q (8159.555755 sec): 3 clusters Score: Raw -4117141.499518 + Penalty 3363.093840 = -4113778.405678 nChanged 52 SP:Iteration 20F (8159.613269 sec): 3 clusters Score: Raw -4117154.086101 + Penalty 3363.093840 = -4113790.992260 nChanged 70 SP:Iteration 21Q (8159.662648 sec): 3 clusters Score: Raw -4117169.056121 + Penalty 3363.093840 = -4113805.962281 nChanged 57 SP:Iteration 22Q (8159.711685 sec): 3 clusters Score: Raw -4117179.289471 + Penalty 3363.093840 = -4113816.195630 nChanged 35 SP:Iteration 23Q (8159.760598 sec): 3 clusters Score: Raw -4117184.831360 + Penalty 3363.093840 = -4113821.737519 nChanged 34 SP:Iteration 24Q (8159.809691 sec): 3 clusters Score: Raw -4117189.520419 + Penalty 3363.093840 = -4113826.426579 nChanged 29 SP:Iteration 25Q (8159.858833 sec): 3 clusters Score: Raw -4117194.317674 + Penalty 3363.093840 = -4113831.223833 nChanged 26 SP:Iteration 26Q (8159.907941 sec): 3 clusters Score: Raw -4117198.192165 + Penalty 3363.093840 = -4113835.098325 nChanged 35 SP:Iteration 27Q (8159.956959 sec): 3 clusters Score: Raw -4117203.271641 + Penalty 3363.093840 = -4113840.177800 nChanged 35 SP:Iteration 28Q (8160.006054 sec): 3 clusters Score: Raw -4117208.194606 + Penalty 3363.093840 = -4113845.100765 nChanged 36 SP:Iteration 29Q (8160.055207 sec): 3 clusters Score: Raw -4117214.808799 + Penalty 3363.093840 = -4113851.714959 nChanged 39 SP:Iteration 30Q (8160.104128 sec): 3 clusters Score: Raw -4117222.879708 + Penalty 3363.093840 = -4113859.785868 nChanged 38 SP:Iteration 31Q (8160.153455 sec): 3 clusters Score: Raw -4117228.848953 + Penalty 3363.093840 = -4113865.755113 nChanged 34 SP:Iteration 32Q (8160.202475 sec): 3 clusters Score: Raw -4117235.228021 + Penalty 3363.093840 = -4113872.134180 nChanged 35 SP:Iteration 33Q (8160.251498 sec): 3 clusters Score: Raw -4117241.355040 + Penalty 3363.093840 = -4113878.261199 nChanged 42 SP:Iteration 34Q (8160.300413 sec): 3 clusters Score: Raw -4117248.930714 + Penalty 3363.093840 = -4113885.836873 nChanged 40 SP:Iteration 35Q (8160.349476 sec): 3 clusters Score: Raw -4117254.939421 + Penalty 3363.093840 = -4113891.845580 nChanged 31 SP:Iteration 36Q (8160.398676 sec): 3 clusters Score: Raw -4117259.812575 + Penalty 3363.093840 = -4113896.718734 nChanged 28 SP:Iteration 37Q (8160.447701 sec): 3 clusters Score: Raw -4117264.388456 + Penalty 3363.093840 = -4113901.294615 nChanged 30 SP:Iteration 38Q (8160.496875 sec): 3 clusters Score: Raw -4117268.314560 + Penalty 3363.093840 = -4113905.220720 nChanged 21 SP:Iteration 39Q (8160.545913 sec): 3 clusters Score: Raw -4117270.975258 + Penalty 3363.093840 = -4113907.881417 nChanged 20 SP:Iteration 40F (8160.603442 sec): 3 clusters Score: Raw -4117273.441237 + Penalty 3363.093840 = -4113910.347397 nChanged 19 SP:Iteration 41Q (8160.652874 sec): 3 clusters Score: Raw -4117275.823981 + Penalty 3363.093840 = -4113912.730141 nChanged 23 SP:Iteration 42Q (8160.702329 sec): 3 clusters Score: Raw -4117278.249328 + Penalty 3363.093840 = -4113915.155488 nChanged 20 SP:Iteration 43Q (8160.751691 sec): 3 clusters Score: Raw -4117280.464689 + Penalty 3363.093840 = -4113917.370848 nChanged 21 SP:Iteration 44Q (8160.801294 sec): 3 clusters Score: Raw -4117282.288011 + Penalty 3363.093840 = -4113919.194170 nChanged 11 SP:Iteration 45Q (8160.850753 sec): 3 clusters Score: Raw -4117283.299805 + Penalty 3363.093840 = -4113920.205964 nChanged 8 SP:Iteration 46Q (8160.900096 sec): 3 clusters Score: Raw -4117283.844696 + Penalty 3363.093840 = -4113920.750855 nChanged 6 SP:Iteration 47Q (8160.949741 sec): 3 clusters Score: Raw -4117284.542701 + Penalty 3363.093840 = -4113921.448860 nChanged 10 SP:Iteration 48Q (8160.999116 sec): 3 clusters Score: Raw -4117285.535490 + Penalty 3363.093840 = -4113922.441649 nChanged 10 SP:Iteration 49Q (8161.048394 sec): 3 clusters Score: Raw -4117286.495910 + Penalty 3363.093840 = -4113923.402070 nChanged 10 SP:Iteration 50Q (8161.097699 sec): 3 clusters Score: Raw -4117287.281571 + Penalty 3363.093840 = -4113924.187731 nChanged 12 SP:Iteration 51Q (8161.148371 sec): 3 clusters Score: Raw -4117288.314357 + Penalty 3363.093840 = -4113925.220517 nChanged 12 SP:Iteration 52Q (8161.197931 sec): 3 clusters Score: Raw -4117289.463167 + Penalty 3363.093840 = -4113926.369327 nChanged 10 SP:Iteration 53Q (8161.247295 sec): 3 clusters Score: Raw -4117290.235456 + Penalty 3363.093840 = -4113927.141616 nChanged 10 SP:Iteration 54Q (8161.296640 sec): 3 clusters Score: Raw -4117291.018604 + Penalty 3363.093840 = -4113927.924764 nChanged 5 SP:Iteration 55Q (8161.346128 sec): 3 clusters Score: Raw -4117291.398615 + Penalty 3363.093840 = -4113928.304775 nChanged 6 SP:Iteration 56Q (8161.395707 sec): 3 clusters Score: Raw -4117291.783049 + Penalty 3363.093840 = -4113928.689209 nChanged 3 SP:Iteration 57Q (8161.444958 sec): 3 clusters Score: Raw -4117292.056538 + Penalty 3363.093840 = -4113928.962697 nChanged 2 SP:Iteration 58Q (8161.494487 sec): 3 clusters Score: Raw -4117292.192391 + Penalty 3363.093840 = -4113929.098550 nChanged 0 SP:Iteration 59F (8161.551789 sec): 3 clusters Score: Raw -4117292.192391 + Penalty 3363.093840 = -4113929.098550 nChanged 0 Trying to split cluster 16 (6554 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8161.569688 sec): 2 clusters Score: Raw -892485.880384 + Penalty 1428.022510 = -891057.857875 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8161.594143 sec): 3 clusters Score: Raw -888990.790168 + Penalty 2856.045020 = -886134.745149 nChanged 2743 SP:Iteration 1F (8161.617800 sec): 3 clusters Score: Raw -890372.725278 + Penalty 2856.045020 = -887516.680259 nChanged 431 SP:Iteration 2F (8161.641650 sec): 3 clusters Score: Raw -890625.501483 + Penalty 2856.045020 = -887769.456463 nChanged 382 SP:Iteration 3F (8161.665514 sec): 3 clusters Score: Raw -890826.630962 + Penalty 2856.045020 = -887970.585943 nChanged 302 SP:Iteration 4Q (8161.689049 sec): 3 clusters Score: Raw -891002.964710 + Penalty 2856.045020 = -888146.919691 nChanged 295 SP:Iteration 5Q (8161.712749 sec): 3 clusters Score: Raw -891191.774548 + Penalty 2856.045020 = -888335.729529 nChanged 299 SP:Iteration 6Q (8161.736581 sec): 3 clusters Score: Raw -891387.599738 + Penalty 2856.045020 = -888531.554719 nChanged 315 SP:Iteration 7Q (8161.760215 sec): 3 clusters Score: Raw -891612.282818 + Penalty 2856.045020 = -888756.237798 nChanged 316 SP:Iteration 8Q (8161.783944 sec): 3 clusters Score: Raw -891858.682858 + Penalty 2856.045020 = -889002.637839 nChanged 307 SP:Iteration 9Q (8161.807116 sec): 3 clusters Score: Raw -892101.755818 + Penalty 2856.045020 = -889245.710799 nChanged 276 SP:Iteration 10Q (8161.830191 sec): 3 clusters Score: Raw -892339.831639 + Penalty 2856.045020 = -889483.786619 nChanged 237 SP:Iteration 11Q (8161.853377 sec): 3 clusters Score: Raw -892561.651916 + Penalty 2856.045020 = -889705.606896 nChanged 157 SP:Iteration 12Q (8161.876364 sec): 3 clusters Score: Raw -892685.628404 + Penalty 2856.045020 = -889829.583384 nChanged 107 SP:Iteration 13Q (8161.899156 sec): 3 clusters Score: Raw -892763.139625 + Penalty 2856.045020 = -889907.094606 nChanged 61 SP:Iteration 14Q (8161.921413 sec): 3 clusters Score: Raw -892807.177797 + Penalty 2856.045020 = -889951.132777 nChanged 45 SP:Iteration 15Q (8161.943795 sec): 3 clusters Score: Raw -892835.982239 + Penalty 2856.045020 = -889979.937220 nChanged 30 SP:Iteration 16Q (8161.965717 sec): 3 clusters Score: Raw -892857.380719 + Penalty 2856.045020 = -890001.335699 nChanged 19 SP:Iteration 17Q (8161.987835 sec): 3 clusters Score: Raw -892871.243671 + Penalty 2856.045020 = -890015.198651 nChanged 10 SP:Iteration 18Q (8162.009524 sec): 3 clusters Score: Raw -892875.760655 + Penalty 2856.045020 = -890019.715635 nChanged 7 SP:Iteration 19Q (8162.031344 sec): 3 clusters Score: Raw -892880.918886 + Penalty 2856.045020 = -890024.873867 nChanged 8 SP:Iteration 20F (8162.054943 sec): 3 clusters Score: Raw -892895.123094 + Penalty 2856.045020 = -890039.078074 nChanged 4 SP:Iteration 21Q (8162.077027 sec): 3 clusters Score: Raw -892901.217866 + Penalty 2856.045020 = -890045.172846 nChanged 2 SP:Iteration 22Q (8162.098802 sec): 3 clusters Score: Raw -892901.841087 + Penalty 2856.045020 = -890045.796067 nChanged 0 SP:Iteration 23F (8162.122479 sec): 3 clusters Score: Raw -892901.841087 + Penalty 2856.045020 = -890045.796067 nChanged 0 Trying to split cluster 17 (2270 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8162.138390 sec): 2 clusters Score: Raw -248801.548367 + Penalty 1255.724455 = -247545.823911 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8162.150631 sec): 3 clusters Score: Raw -247853.398341 + Penalty 2511.448911 = -245341.949430 nChanged 840 SP:Iteration 1F (8162.162055 sec): 3 clusters Score: Raw -248556.416924 + Penalty 2511.448911 = -246044.968013 nChanged 210 SP:Iteration 2F (8162.173497 sec): 3 clusters Score: Raw -248751.103868 + Penalty 2511.448911 = -246239.654957 nChanged 140 SP:Iteration 3F (8162.184888 sec): 3 clusters Score: Raw -248912.431214 + Penalty 2511.448911 = -246400.982303 nChanged 117 SP:Iteration 4F (8162.196217 sec): 3 clusters Score: Raw -249015.840071 + Penalty 2511.448911 = -246504.391160 nChanged 89 SP:Iteration 5Q (8162.207411 sec): 3 clusters Score: Raw -249104.594170 + Penalty 2511.448911 = -246593.145259 nChanged 91 SP:Iteration 6Q (8162.218774 sec): 3 clusters Score: Raw -249213.692654 + Penalty 2511.448911 = -246702.243744 nChanged 102 SP:Iteration 7Q (8162.230103 sec): 3 clusters Score: Raw -249329.839888 + Penalty 2511.448911 = -246818.390977 nChanged 103 SP:Iteration 8Q (8162.241321 sec): 3 clusters Score: Raw -249421.320992 + Penalty 2511.448911 = -246909.872081 nChanged 69 SP:Iteration 9Q (8162.252506 sec): 3 clusters Score: Raw -249479.013545 + Penalty 2511.448911 = -246967.564634 nChanged 52 SP:Iteration 10Q (8162.263634 sec): 3 clusters Score: Raw -249522.911065 + Penalty 2511.448911 = -247011.462154 nChanged 39 SP:Iteration 11Q (8162.274720 sec): 3 clusters Score: Raw -249563.864514 + Penalty 2511.448911 = -247052.415603 nChanged 40 SP:Iteration 12Q (8162.285958 sec): 3 clusters Score: Raw -249606.314496 + Penalty 2511.448911 = -247094.865585 nChanged 35 SP:Iteration 13Q (8162.297116 sec): 3 clusters Score: Raw -249623.327375 + Penalty 2511.448911 = -247111.878465 nChanged 13 SP:Iteration 14Q (8162.308152 sec): 3 clusters Score: Raw -249629.667030 + Penalty 2511.448911 = -247118.218119 nChanged 12 SP:Iteration 15Q (8162.319309 sec): 3 clusters Score: Raw -249639.222238 + Penalty 2511.448911 = -247127.773327 nChanged 12 SP:Iteration 16Q (8162.330335 sec): 3 clusters Score: Raw -249644.028930 + Penalty 2511.448911 = -247132.580020 nChanged 7 SP:Iteration 17Q (8162.341379 sec): 3 clusters Score: Raw -249646.690176 + Penalty 2511.448911 = -247135.241265 nChanged 3 SP:Iteration 18Q (8162.352411 sec): 3 clusters Score: Raw -249648.165035 + Penalty 2511.448911 = -247136.716124 nChanged 2 SP:Iteration 19Q (8162.363424 sec): 3 clusters Score: Raw -249648.655533 + Penalty 2511.448911 = -247137.206622 nChanged 1 SP:Iteration 20F (8162.374920 sec): 3 clusters Score: Raw -249649.023823 + Penalty 2511.448911 = -247137.574912 nChanged 0 Trying to split cluster 18 (5258 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8162.394389 sec): 2 clusters Score: Raw -711135.249083 + Penalty 1392.219726 = -709743.029357 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8162.416109 sec): 3 clusters Score: Raw -708394.132238 + Penalty 2784.439452 = -705609.692786 nChanged 2147 SP:Iteration 1F (8162.437395 sec): 3 clusters Score: Raw -709633.758134 + Penalty 2784.439452 = -706849.318682 nChanged 439 SP:Iteration 2F (8162.458592 sec): 3 clusters Score: Raw -709961.380343 + Penalty 2784.439452 = -707176.940891 nChanged 360 SP:Iteration 3F (8162.479628 sec): 3 clusters Score: Raw -710225.102811 + Penalty 2784.439452 = -707440.663359 nChanged 345 SP:Iteration 4F (8162.500807 sec): 3 clusters Score: Raw -710469.750873 + Penalty 2784.439452 = -707685.311421 nChanged 324 SP:Iteration 5F (8162.522118 sec): 3 clusters Score: Raw -710710.377406 + Penalty 2784.439452 = -707925.937954 nChanged 277 SP:Iteration 6F (8162.543305 sec): 3 clusters Score: Raw -710914.782312 + Penalty 2784.439452 = -708130.342860 nChanged 205 SP:Iteration 7Q (8162.564177 sec): 3 clusters Score: Raw -711061.976999 + Penalty 2784.439452 = -708277.537547 nChanged 169 SP:Iteration 8Q (8162.585279 sec): 3 clusters Score: Raw -711179.375545 + Penalty 2784.439452 = -708394.936093 nChanged 142 SP:Iteration 9Q (8162.606339 sec): 3 clusters Score: Raw -711271.263889 + Penalty 2784.439452 = -708486.824437 nChanged 105 SP:Iteration 10Q (8162.627476 sec): 3 clusters Score: Raw -711326.595205 + Penalty 2784.439452 = -708542.155753 nChanged 61 SP:Iteration 11Q (8162.648366 sec): 3 clusters Score: Raw -711355.259733 + Penalty 2784.439452 = -708570.820282 nChanged 50 SP:Iteration 12Q (8162.669332 sec): 3 clusters Score: Raw -711378.373038 + Penalty 2784.439452 = -708593.933586 nChanged 48 SP:Iteration 13Q (8162.690271 sec): 3 clusters Score: Raw -711398.016595 + Penalty 2784.439452 = -708613.577144 nChanged 39 SP:Iteration 14Q (8162.711175 sec): 3 clusters Score: Raw -711413.918944 + Penalty 2784.439452 = -708629.479492 nChanged 35 SP:Iteration 15Q (8162.732183 sec): 3 clusters Score: Raw -711428.912581 + Penalty 2784.439452 = -708644.473129 nChanged 32 SP:Iteration 16Q (8162.753186 sec): 3 clusters Score: Raw -711442.857018 + Penalty 2784.439452 = -708658.417566 nChanged 30 SP:Iteration 17Q (8162.774214 sec): 3 clusters Score: Raw -711457.314670 + Penalty 2784.439452 = -708672.875218 nChanged 24 SP:Iteration 18Q (8162.795042 sec): 3 clusters Score: Raw -711466.858869 + Penalty 2784.439452 = -708682.419417 nChanged 28 SP:Iteration 19Q (8162.815929 sec): 3 clusters Score: Raw -711480.922398 + Penalty 2784.439452 = -708696.482947 nChanged 32 SP:Iteration 20F (8162.837088 sec): 3 clusters Score: Raw -711492.684735 + Penalty 2784.439452 = -708708.245283 nChanged 23 SP:Iteration 21Q (8162.857727 sec): 3 clusters Score: Raw -711502.190730 + Penalty 2784.439452 = -708717.751278 nChanged 28 SP:Iteration 22Q (8162.878589 sec): 3 clusters Score: Raw -711510.974750 + Penalty 2784.439452 = -708726.535298 nChanged 17 SP:Iteration 23Q (8162.899363 sec): 3 clusters Score: Raw -711516.213394 + Penalty 2784.439452 = -708731.773942 nChanged 18 SP:Iteration 24Q (8162.920183 sec): 3 clusters Score: Raw -711521.812366 + Penalty 2784.439452 = -708737.372915 nChanged 16 SP:Iteration 25Q (8162.940834 sec): 3 clusters Score: Raw -711526.557481 + Penalty 2784.439452 = -708742.118029 nChanged 14 SP:Iteration 26Q (8162.961543 sec): 3 clusters Score: Raw -711530.757930 + Penalty 2784.439452 = -708746.318478 nChanged 13 SP:Iteration 27Q (8162.981979 sec): 3 clusters Score: Raw -711534.287631 + Penalty 2784.439452 = -708749.848180 nChanged 10 SP:Iteration 28Q (8163.002484 sec): 3 clusters Score: Raw -711537.946238 + Penalty 2784.439452 = -708753.506786 nChanged 9 SP:Iteration 29Q (8163.023239 sec): 3 clusters Score: Raw -711540.356464 + Penalty 2784.439452 = -708755.917013 nChanged 8 SP:Iteration 30Q (8163.044024 sec): 3 clusters Score: Raw -711542.717099 + Penalty 2784.439452 = -708758.277647 nChanged 7 SP:Iteration 31Q (8163.064827 sec): 3 clusters Score: Raw -711545.070378 + Penalty 2784.439452 = -708760.630926 nChanged 8 SP:Iteration 32Q (8163.085482 sec): 3 clusters Score: Raw -711547.094753 + Penalty 2784.439452 = -708762.655302 nChanged 8 SP:Iteration 33Q (8163.105972 sec): 3 clusters Score: Raw -711548.896111 + Penalty 2784.439452 = -708764.456660 nChanged 6 SP:Iteration 34Q (8163.126693 sec): 3 clusters Score: Raw -711549.624457 + Penalty 2784.439452 = -708765.185005 nChanged 1 SP:Iteration 35Q (8163.147164 sec): 3 clusters Score: Raw -711549.842723 + Penalty 2784.439452 = -708765.403272 nChanged 2 SP:Iteration 36Q (8163.167636 sec): 3 clusters Score: Raw -711550.358032 + Penalty 2784.439452 = -708765.918580 nChanged 2 SP:Iteration 37Q (8163.188301 sec): 3 clusters Score: Raw -711550.751564 + Penalty 2784.439452 = -708766.312112 nChanged 0 SP:Iteration 38F (8163.209674 sec): 3 clusters Score: Raw -711550.751564 + Penalty 2784.439452 = -708766.312112 nChanged 0 Trying to split cluster 19 (93169 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8163.330947 sec): 2 clusters Score: Raw -12115576.767351 + Penalty 1859.352678 = -12113717.414672 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8163.481205 sec): 3 clusters Score: Raw -12055273.943416 + Penalty 3718.705356 = -12051555.238059 nChanged 44345 SP:Iteration 1F (8163.630227 sec): 3 clusters Score: Raw -12080945.977895 + Penalty 3718.705356 = -12077227.272538 nChanged 3462 SP:Iteration 2Q (8163.789622 sec): 3 clusters Score: Raw -12081976.927324 + Penalty 3718.705356 = -12078258.221967 nChanged 3996 SP:Iteration 3Q (8163.948822 sec): 3 clusters Score: Raw -12083588.808408 + Penalty 3718.705356 = -12079870.103051 nChanged 5155 SP:Iteration 4F (8164.097353 sec): 3 clusters Score: Raw -12086360.929410 + Penalty 3718.705356 = -12082642.224054 nChanged 6670 SP:Iteration 5F (8164.246241 sec): 3 clusters Score: Raw -12091072.656478 + Penalty 3718.705356 = -12087353.951121 nChanged 8041 SP:Iteration 6F (8164.395036 sec): 3 clusters Score: Raw -12097987.170106 + Penalty 3718.705356 = -12094268.464750 nChanged 7720 SP:Iteration 7F (8164.543791 sec): 3 clusters Score: Raw -12105355.682163 + Penalty 3718.705356 = -12101636.976807 nChanged 5808 SP:Iteration 8F (8164.692324 sec): 3 clusters Score: Raw -12111082.724676 + Penalty 3718.705356 = -12107364.019320 nChanged 3165 SP:Iteration 9Q (8164.837031 sec): 3 clusters Score: Raw -12114051.816038 + Penalty 3718.705356 = -12110333.110682 nChanged 1221 SP:Iteration 10Q (8164.972544 sec): 3 clusters Score: Raw -12115125.624344 + Penalty 3718.705356 = -12111406.918988 nChanged 414 SP:Iteration 11Q (8165.101286 sec): 3 clusters Score: Raw -12115504.942088 + Penalty 3718.705356 = -12111786.236732 nChanged 144 SP:Iteration 12Q (8165.225779 sec): 3 clusters Score: Raw -12115653.834404 + Penalty 3718.705356 = -12111935.129048 nChanged 58 SP:Iteration 13Q (8165.348214 sec): 3 clusters Score: Raw -12115726.447746 + Penalty 3718.705356 = -12112007.742389 nChanged 28 SP:Iteration 14Q (8165.469738 sec): 3 clusters Score: Raw -12115762.203430 + Penalty 3718.705356 = -12112043.498073 nChanged 21 SP:Iteration 15Q (8165.590874 sec): 3 clusters Score: Raw -12115790.826924 + Penalty 3718.705356 = -12112072.121568 nChanged 17 SP:Iteration 16Q (8165.711736 sec): 3 clusters Score: Raw -12115815.736832 + Penalty 3718.705356 = -12112097.031476 nChanged 10 SP:Iteration 17Q (8165.832409 sec): 3 clusters Score: Raw -12115831.306664 + Penalty 3718.705356 = -12112112.601308 nChanged 7 SP:Iteration 18Q (8165.952944 sec): 3 clusters Score: Raw -12115841.017010 + Penalty 3718.705356 = -12112122.311654 nChanged 5 SP:Iteration 19Q (8166.073404 sec): 3 clusters Score: Raw -12115846.544840 + Penalty 3718.705356 = -12112127.839483 nChanged 0 SP:Iteration 20F (8166.220627 sec): 3 clusters Score: Raw -12115846.544840 + Penalty 3718.705356 = -12112127.839483 nChanged 0 Trying to split cluster 20 (2473 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8166.230993 sec): 2 clusters Score: Raw -298339.544284 + Penalty 1269.642931 = -297069.901353 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8166.244061 sec): 3 clusters Score: Raw -297201.973530 + Penalty 2539.285862 = -294662.687668 nChanged 930 SP:Iteration 1F (8166.255802 sec): 3 clusters Score: Raw -297759.628350 + Penalty 2539.285862 = -295220.342488 nChanged 201 SP:Iteration 2F (8166.268245 sec): 3 clusters Score: Raw -297898.926653 + Penalty 2539.285862 = -295359.640791 nChanged 145 SP:Iteration 3F (8166.280440 sec): 3 clusters Score: Raw -298009.741419 + Penalty 2539.285862 = -295470.455557 nChanged 111 SP:Iteration 4Q (8166.292806 sec): 3 clusters Score: Raw -298084.002504 + Penalty 2539.285862 = -295544.716643 nChanged 93 SP:Iteration 5Q (8166.305101 sec): 3 clusters Score: Raw -298161.846715 + Penalty 2539.285862 = -295622.560853 nChanged 80 SP:Iteration 6Q (8166.317476 sec): 3 clusters Score: Raw -298218.986740 + Penalty 2539.285862 = -295679.700878 nChanged 65 SP:Iteration 7Q (8166.329286 sec): 3 clusters Score: Raw -298264.668561 + Penalty 2539.285862 = -295725.382699 nChanged 66 SP:Iteration 8Q (8166.341563 sec): 3 clusters Score: Raw -298322.566418 + Penalty 2539.285862 = -295783.280556 nChanged 78 SP:Iteration 9Q (8166.353822 sec): 3 clusters Score: Raw -298413.049554 + Penalty 2539.285862 = -295873.763692 nChanged 99 SP:Iteration 10Q (8166.366023 sec): 3 clusters Score: Raw -298533.021833 + Penalty 2539.285862 = -295993.735971 nChanged 102 SP:Iteration 11Q (8166.378235 sec): 3 clusters Score: Raw -298646.178677 + Penalty 2539.285862 = -296106.892815 nChanged 93 SP:Iteration 12Q (8166.390437 sec): 3 clusters Score: Raw -298718.818529 + Penalty 2539.285862 = -296179.532667 nChanged 86 SP:Iteration 13Q (8166.402639 sec): 3 clusters Score: Raw -298783.829894 + Penalty 2539.285862 = -296244.544032 nChanged 70 SP:Iteration 14Q (8166.414343 sec): 3 clusters Score: Raw -298837.728012 + Penalty 2539.285862 = -296298.442150 nChanged 55 SP:Iteration 15Q (8166.426494 sec): 3 clusters Score: Raw -298875.775122 + Penalty 2539.285862 = -296336.489260 nChanged 39 SP:Iteration 16Q (8166.438473 sec): 3 clusters Score: Raw -298897.347235 + Penalty 2539.285862 = -296358.061373 nChanged 31 SP:Iteration 17Q (8166.450639 sec): 3 clusters Score: Raw -298911.904574 + Penalty 2539.285862 = -296372.618712 nChanged 23 SP:Iteration 18Q (8166.462756 sec): 3 clusters Score: Raw -298921.368928 + Penalty 2539.285862 = -296382.083066 nChanged 22 SP:Iteration 19Q (8166.474909 sec): 3 clusters Score: Raw -298932.257781 + Penalty 2539.285862 = -296392.971919 nChanged 25 SP:Iteration 20F (8166.487239 sec): 3 clusters Score: Raw -298948.571498 + Penalty 2539.285862 = -296409.285636 nChanged 22 SP:Iteration 21Q (8166.499312 sec): 3 clusters Score: Raw -298962.321409 + Penalty 2539.285862 = -296423.035547 nChanged 20 SP:Iteration 22Q (8166.511436 sec): 3 clusters Score: Raw -298976.276105 + Penalty 2539.285862 = -296436.990243 nChanged 24 SP:Iteration 23Q (8166.523513 sec): 3 clusters Score: Raw -298990.626658 + Penalty 2539.285862 = -296451.340796 nChanged 27 SP:Iteration 24Q (8166.535578 sec): 3 clusters Score: Raw -299003.590683 + Penalty 2539.285862 = -296464.304821 nChanged 18 SP:Iteration 25Q (8166.547700 sec): 3 clusters Score: Raw -299013.691736 + Penalty 2539.285862 = -296474.405874 nChanged 16 SP:Iteration 26Q (8166.559751 sec): 3 clusters Score: Raw -299024.687734 + Penalty 2539.285862 = -296485.401872 nChanged 12 SP:Iteration 27Q (8166.571770 sec): 3 clusters Score: Raw -299031.611174 + Penalty 2539.285862 = -296492.325312 nChanged 18 SP:Iteration 28Q (8166.583876 sec): 3 clusters Score: Raw -299039.998451 + Penalty 2539.285862 = -296500.712589 nChanged 22 SP:Iteration 29Q (8166.595911 sec): 3 clusters Score: Raw -299052.277141 + Penalty 2539.285862 = -296512.991280 nChanged 18 SP:Iteration 30Q (8166.607940 sec): 3 clusters Score: Raw -299060.386375 + Penalty 2539.285862 = -296521.100513 nChanged 14 SP:Iteration 31Q (8166.619956 sec): 3 clusters Score: Raw -299065.972411 + Penalty 2539.285862 = -296526.686549 nChanged 13 SP:Iteration 32Q (8166.632037 sec): 3 clusters Score: Raw -299072.168673 + Penalty 2539.285862 = -296532.882812 nChanged 12 SP:Iteration 33Q (8166.644116 sec): 3 clusters Score: Raw -299076.806120 + Penalty 2539.285862 = -296537.520258 nChanged 10 SP:Iteration 34Q (8166.656013 sec): 3 clusters Score: Raw -299080.519574 + Penalty 2539.285862 = -296541.233712 nChanged 11 SP:Iteration 35Q (8166.668286 sec): 3 clusters Score: Raw -299087.629993 + Penalty 2539.285862 = -296548.344131 nChanged 20 SP:Iteration 36Q (8166.680357 sec): 3 clusters Score: Raw -299099.424359 + Penalty 2539.285862 = -296560.138498 nChanged 19 SP:Iteration 37Q (8166.692357 sec): 3 clusters Score: Raw -299107.653639 + Penalty 2539.285862 = -296568.367777 nChanged 17 SP:Iteration 38Q (8166.704432 sec): 3 clusters Score: Raw -299114.436207 + Penalty 2539.285862 = -296575.150345 nChanged 13 SP:Iteration 39Q (8166.716431 sec): 3 clusters Score: Raw -299121.175653 + Penalty 2539.285862 = -296581.889791 nChanged 10 SP:Iteration 40F (8166.728795 sec): 3 clusters Score: Raw -299126.958501 + Penalty 2539.285862 = -296587.672639 nChanged 9 SP:Iteration 41Q (8166.740759 sec): 3 clusters Score: Raw -299133.378432 + Penalty 2539.285862 = -296594.092570 nChanged 12 SP:Iteration 42Q (8166.752673 sec): 3 clusters Score: Raw -299138.955254 + Penalty 2539.285862 = -296599.669392 nChanged 9 SP:Iteration 43Q (8166.764789 sec): 3 clusters Score: Raw -299143.595698 + Penalty 2539.285862 = -296604.309836 nChanged 11 SP:Iteration 44Q (8166.776799 sec): 3 clusters Score: Raw -299151.310575 + Penalty 2539.285862 = -296612.024713 nChanged 12 SP:Iteration 45Q (8166.788728 sec): 3 clusters Score: Raw -299159.007603 + Penalty 2539.285862 = -296619.721741 nChanged 9 SP:Iteration 46Q (8166.800700 sec): 3 clusters Score: Raw -299164.861266 + Penalty 2539.285862 = -296625.575404 nChanged 11 SP:Iteration 47Q (8166.812665 sec): 3 clusters Score: Raw -299170.540574 + Penalty 2539.285862 = -296631.254712 nChanged 12 SP:Iteration 48Q (8166.824596 sec): 3 clusters Score: Raw -299176.544034 + Penalty 2539.285862 = -296637.258172 nChanged 11 SP:Iteration 49Q (8166.836485 sec): 3 clusters Score: Raw -299181.861599 + Penalty 2539.285862 = -296642.575737 nChanged 9 SP:Iteration 50Q (8166.848440 sec): 3 clusters Score: Raw -299188.426601 + Penalty 2539.285862 = -296649.140739 nChanged 11 SP:Iteration 51Q (8166.860426 sec): 3 clusters Score: Raw -299197.613052 + Penalty 2539.285862 = -296658.327190 nChanged 12 SP:Iteration 52Q (8166.872260 sec): 3 clusters Score: Raw -299208.426754 + Penalty 2539.285862 = -296669.140892 nChanged 18 SP:Iteration 53Q (8166.884105 sec): 3 clusters Score: Raw -299219.911860 + Penalty 2539.285862 = -296680.625998 nChanged 13 SP:Iteration 54Q (8166.895940 sec): 3 clusters Score: Raw -299229.013798 + Penalty 2539.285862 = -296689.727937 nChanged 8 SP:Iteration 55Q (8166.907877 sec): 3 clusters Score: Raw -299232.195493 + Penalty 2539.285862 = -296692.909631 nChanged 8 SP:Iteration 56Q (8166.919824 sec): 3 clusters Score: Raw -299237.361969 + Penalty 2539.285862 = -296698.076107 nChanged 5 SP:Iteration 57Q (8166.931608 sec): 3 clusters Score: Raw -299239.641704 + Penalty 2539.285862 = -296700.355842 nChanged 4 SP:Iteration 58Q (8166.943521 sec): 3 clusters Score: Raw -299242.228234 + Penalty 2539.285862 = -296702.942372 nChanged 5 SP:Iteration 59Q (8166.955428 sec): 3 clusters Score: Raw -299245.346014 + Penalty 2539.285862 = -296706.060152 nChanged 4 SP:Iteration 60F (8166.967804 sec): 3 clusters Score: Raw -299246.844732 + Penalty 2539.285862 = -296707.558870 nChanged 3 SP:Iteration 61Q (8166.979730 sec): 3 clusters Score: Raw -299247.883132 + Penalty 2539.285862 = -296708.597270 nChanged 3 SP:Iteration 62Q (8166.991575 sec): 3 clusters Score: Raw -299248.949445 + Penalty 2539.285862 = -296709.663583 nChanged 4 SP:Iteration 63Q (8167.003364 sec): 3 clusters Score: Raw -299250.383467 + Penalty 2539.285862 = -296711.097605 nChanged 2 SP:Iteration 64Q (8167.015160 sec): 3 clusters Score: Raw -299251.792388 + Penalty 2539.285862 = -296712.506526 nChanged 3 SP:Iteration 65Q (8167.027025 sec): 3 clusters Score: Raw -299252.953737 + Penalty 2539.285862 = -296713.667875 nChanged 3 SP:Iteration 66Q (8167.038891 sec): 3 clusters Score: Raw -299254.234426 + Penalty 2539.285862 = -296714.948564 nChanged 3 SP:Iteration 67Q (8167.050715 sec): 3 clusters Score: Raw -299255.367889 + Penalty 2539.285862 = -296716.082027 nChanged 2 SP:Iteration 68Q (8167.062498 sec): 3 clusters Score: Raw -299256.675884 + Penalty 2539.285862 = -296717.390022 nChanged 3 SP:Iteration 69Q (8167.074362 sec): 3 clusters Score: Raw -299258.378019 + Penalty 2539.285862 = -296719.092157 nChanged 4 SP:Iteration 70Q (8167.086167 sec): 3 clusters Score: Raw -299259.972888 + Penalty 2539.285862 = -296720.687026 nChanged 3 SP:Iteration 71Q (8167.098041 sec): 3 clusters Score: Raw -299261.203229 + Penalty 2539.285862 = -296721.917367 nChanged 3 SP:Iteration 72Q (8167.109833 sec): 3 clusters Score: Raw -299263.734553 + Penalty 2539.285862 = -296724.448691 nChanged 1 SP:Iteration 73Q (8167.121753 sec): 3 clusters Score: Raw -299263.925059 + Penalty 2539.285862 = -296724.639197 nChanged 0 SP:Iteration 74F (8167.133984 sec): 3 clusters Score: Raw -299263.925059 + Penalty 2539.285862 = -296724.639197 nChanged 0 Trying to split cluster 21 (2081 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8167.149953 sec): 2 clusters Score: Raw -252125.162826 + Penalty 1241.598122 = -250883.564704 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8167.161192 sec): 3 clusters Score: Raw -251254.929685 + Penalty 2483.196244 = -248771.733441 nChanged 764 SP:Iteration 1F (8167.171657 sec): 3 clusters Score: Raw -251818.142836 + Penalty 2483.196244 = -249334.946592 nChanged 203 SP:Iteration 2F (8167.182207 sec): 3 clusters Score: Raw -252050.517705 + Penalty 2483.196244 = -249567.321462 nChanged 170 SP:Iteration 3F (8167.192697 sec): 3 clusters Score: Raw -252252.253793 + Penalty 2483.196244 = -249769.057549 nChanged 138 SP:Iteration 4F (8167.203195 sec): 3 clusters Score: Raw -252388.500327 + Penalty 2483.196244 = -249905.304084 nChanged 94 SP:Iteration 5Q (8167.213502 sec): 3 clusters Score: Raw -252465.792243 + Penalty 2483.196244 = -249982.595999 nChanged 69 SP:Iteration 6Q (8167.223876 sec): 3 clusters Score: Raw -252520.920442 + Penalty 2483.196244 = -250037.724198 nChanged 57 SP:Iteration 7Q (8167.234228 sec): 3 clusters Score: Raw -252578.031827 + Penalty 2483.196244 = -250094.835584 nChanged 66 SP:Iteration 8Q (8167.244494 sec): 3 clusters Score: Raw -252685.366267 + Penalty 2483.196244 = -250202.170024 nChanged 72 SP:Iteration 9Q (8167.254799 sec): 3 clusters Score: Raw -252774.476584 + Penalty 2483.196244 = -250291.280341 nChanged 69 SP:Iteration 10Q (8167.265101 sec): 3 clusters Score: Raw -252840.841217 + Penalty 2483.196244 = -250357.644973 nChanged 49 SP:Iteration 11Q (8167.275406 sec): 3 clusters Score: Raw -252895.546468 + Penalty 2483.196244 = -250412.350224 nChanged 43 SP:Iteration 12Q (8167.285680 sec): 3 clusters Score: Raw -252947.424377 + Penalty 2483.196244 = -250464.228134 nChanged 25 SP:Iteration 13Q (8167.295860 sec): 3 clusters Score: Raw -252985.056062 + Penalty 2483.196244 = -250501.859818 nChanged 30 SP:Iteration 14Q (8167.306150 sec): 3 clusters Score: Raw -253018.755605 + Penalty 2483.196244 = -250535.559361 nChanged 25 SP:Iteration 15Q (8167.316315 sec): 3 clusters Score: Raw -253039.357463 + Penalty 2483.196244 = -250556.161220 nChanged 20 SP:Iteration 16Q (8167.326576 sec): 3 clusters Score: Raw -253050.047072 + Penalty 2483.196244 = -250566.850829 nChanged 10 SP:Iteration 17Q (8167.336870 sec): 3 clusters Score: Raw -253055.319389 + Penalty 2483.196244 = -250572.123146 nChanged 7 SP:Iteration 18Q (8167.347130 sec): 3 clusters Score: Raw -253058.226823 + Penalty 2483.196244 = -250575.030580 nChanged 5 SP:Iteration 19Q (8167.357375 sec): 3 clusters Score: Raw -253060.082027 + Penalty 2483.196244 = -250576.885783 nChanged 3 SP:Iteration 20F (8167.367833 sec): 3 clusters Score: Raw -253068.375753 + Penalty 2483.196244 = -250585.179510 nChanged 2 SP:Iteration 21Q (8167.378044 sec): 3 clusters Score: Raw -253071.237371 + Penalty 2483.196244 = -250588.041128 nChanged 1 SP:Iteration 22Q (8167.388322 sec): 3 clusters Score: Raw -253071.831209 + Penalty 2483.196244 = -250588.634965 nChanged 1 SP:Iteration 23Q (8167.398634 sec): 3 clusters Score: Raw -253072.335145 + Penalty 2483.196244 = -250589.138902 nChanged 1 SP:Iteration 24Q (8167.408919 sec): 3 clusters Score: Raw -253072.598952 + Penalty 2483.196244 = -250589.402708 nChanged 1 SP:Iteration 25Q (8167.419116 sec): 3 clusters Score: Raw -253072.941797 + Penalty 2483.196244 = -250589.745554 nChanged 0 SP:Iteration 26F (8167.429574 sec): 3 clusters Score: Raw -253072.941797 + Penalty 2483.196244 = -250589.745554 nChanged 0 Trying to split cluster 22 (5674 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8167.449381 sec): 2 clusters Score: Raw -719634.603026 + Penalty 1404.593062 = -718230.009963 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8167.471539 sec): 3 clusters Score: Raw -716644.886794 + Penalty 2809.186125 = -713835.700669 nChanged 2331 SP:Iteration 1F (8167.493034 sec): 3 clusters Score: Raw -717981.409771 + Penalty 2809.186125 = -715172.223646 nChanged 409 SP:Iteration 2F (8167.514654 sec): 3 clusters Score: Raw -718184.821250 + Penalty 2809.186125 = -715375.635125 nChanged 296 SP:Iteration 3F (8167.536264 sec): 3 clusters Score: Raw -718326.241922 + Penalty 2809.186125 = -715517.055797 nChanged 230 SP:Iteration 4Q (8167.557946 sec): 3 clusters Score: Raw -718449.859982 + Penalty 2809.186125 = -715640.673857 nChanged 230 SP:Iteration 5Q (8167.579778 sec): 3 clusters Score: Raw -718599.166120 + Penalty 2809.186125 = -715789.979995 nChanged 268 SP:Iteration 6Q (8167.601731 sec): 3 clusters Score: Raw -718849.916594 + Penalty 2809.186125 = -716040.730469 nChanged 334 SP:Iteration 7F (8167.623302 sec): 3 clusters Score: Raw -719268.230723 + Penalty 2809.186125 = -716459.044598 nChanged 356 SP:Iteration 8F (8167.644926 sec): 3 clusters Score: Raw -719706.198244 + Penalty 2809.186125 = -716897.012119 nChanged 314 SP:Iteration 9F (8167.666714 sec): 3 clusters Score: Raw -720034.037571 + Penalty 2809.186125 = -717224.851446 nChanged 268 SP:Iteration 10Q (8167.687705 sec): 3 clusters Score: Raw -720236.726195 + Penalty 2809.186125 = -717427.540070 nChanged 176 SP:Iteration 11Q (8167.708913 sec): 3 clusters Score: Raw -720367.837557 + Penalty 2809.186125 = -717558.651432 nChanged 131 SP:Iteration 12Q (8167.729975 sec): 3 clusters Score: Raw -720452.057631 + Penalty 2809.186125 = -717642.871506 nChanged 94 SP:Iteration 13Q (8167.781899 sec): 3 clusters Score: Raw -720497.444938 + Penalty 2809.186125 = -717688.258813 nChanged 54 SP:Iteration 14Q (8167.802822 sec): 3 clusters Score: Raw -720517.046991 + Penalty 2809.186125 = -717707.860866 nChanged 35 SP:Iteration 15Q (8167.823925 sec): 3 clusters Score: Raw -720529.411041 + Penalty 2809.186125 = -717720.224916 nChanged 22 SP:Iteration 16Q (8167.852252 sec): 3 clusters Score: Raw -720535.534007 + Penalty 2809.186125 = -717726.347882 nChanged 21 SP:Iteration 17Q (8167.873312 sec): 3 clusters Score: Raw -720541.788318 + Penalty 2809.186125 = -717732.602193 nChanged 14 SP:Iteration 18Q (8167.894315 sec): 3 clusters Score: Raw -720544.924930 + Penalty 2809.186125 = -717735.738805 nChanged 9 SP:Iteration 19Q (8167.915495 sec): 3 clusters Score: Raw -720547.942870 + Penalty 2809.186125 = -717738.756745 nChanged 13 SP:Iteration 20F (8167.937126 sec): 3 clusters Score: Raw -720551.664297 + Penalty 2809.186125 = -717742.478172 nChanged 14 SP:Iteration 21Q (8167.958196 sec): 3 clusters Score: Raw -720557.112236 + Penalty 2809.186125 = -717747.926111 nChanged 11 SP:Iteration 22Q (8167.979520 sec): 3 clusters Score: Raw -720560.294915 + Penalty 2809.186125 = -717751.108790 nChanged 9 SP:Iteration 23Q (8168.000561 sec): 3 clusters Score: Raw -720562.425852 + Penalty 2809.186125 = -717753.239727 nChanged 6 SP:Iteration 24Q (8168.021605 sec): 3 clusters Score: Raw -720563.289969 + Penalty 2809.186125 = -717754.103844 nChanged 3 SP:Iteration 25Q (8168.042626 sec): 3 clusters Score: Raw -720563.735978 + Penalty 2809.186125 = -717754.549853 nChanged 2 SP:Iteration 26Q (8168.063844 sec): 3 clusters Score: Raw -720564.098478 + Penalty 2809.186125 = -717754.912353 nChanged 1 SP:Iteration 27Q (8168.084855 sec): 3 clusters Score: Raw -720564.235540 + Penalty 2809.186125 = -717755.049415 nChanged 3 SP:Iteration 28Q (8168.105960 sec): 3 clusters Score: Raw -720564.546793 + Penalty 2809.186125 = -717755.360668 nChanged 2 SP:Iteration 29Q (8168.126721 sec): 3 clusters Score: Raw -720564.815142 + Penalty 2809.186125 = -717755.629017 nChanged 0 SP:Iteration 30F (8168.148335 sec): 3 clusters Score: Raw -720564.815142 + Penalty 2809.186125 = -717755.629017 nChanged 0 Trying to split cluster 23 (33264 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8168.198768 sec): 2 clusters Score: Raw -4178312.727499 + Penalty 1691.987539 = -4176620.739960 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8168.264270 sec): 3 clusters Score: Raw -4157611.250423 + Penalty 3383.975078 = -4154227.275344 nChanged 15319 SP:Iteration 1F (8168.325196 sec): 3 clusters Score: Raw -4166100.243781 + Penalty 3383.975078 = -4162716.268702 nChanged 1333 SP:Iteration 2Q (8168.388182 sec): 3 clusters Score: Raw -4166476.576587 + Penalty 3383.975078 = -4163092.601509 nChanged 1268 SP:Iteration 3Q (8168.450940 sec): 3 clusters Score: Raw -4166829.101027 + Penalty 3383.975078 = -4163445.125948 nChanged 1205 SP:Iteration 4Q (8168.513583 sec): 3 clusters Score: Raw -4167218.591712 + Penalty 3383.975078 = -4163834.616633 nChanged 1268 SP:Iteration 5Q (8168.576192 sec): 3 clusters Score: Raw -4167645.475510 + Penalty 3383.975078 = -4164261.500432 nChanged 1366 SP:Iteration 6Q (8168.639064 sec): 3 clusters Score: Raw -4168121.917506 + Penalty 3383.975078 = -4164737.942428 nChanged 1361 SP:Iteration 7Q (8168.701565 sec): 3 clusters Score: Raw -4168683.779169 + Penalty 3383.975078 = -4165299.804091 nChanged 1421 SP:Iteration 8Q (8168.764064 sec): 3 clusters Score: Raw -4169299.428435 + Penalty 3383.975078 = -4165915.453357 nChanged 1484 SP:Iteration 9Q (8168.826492 sec): 3 clusters Score: Raw -4169976.294405 + Penalty 3383.975078 = -4166592.319327 nChanged 1565 SP:Iteration 10Q (8168.888976 sec): 3 clusters Score: Raw -4170729.583128 + Penalty 3383.975078 = -4167345.608050 nChanged 1547 SP:Iteration 11Q (8168.951388 sec): 3 clusters Score: Raw -4171529.632329 + Penalty 3383.975078 = -4168145.657250 nChanged 1544 SP:Iteration 12Q (8169.013812 sec): 3 clusters Score: Raw -4172293.240421 + Penalty 3383.975078 = -4168909.265343 nChanged 1449 SP:Iteration 13Q (8169.075920 sec): 3 clusters Score: Raw -4173017.366776 + Penalty 3383.975078 = -4169633.391698 nChanged 1312 SP:Iteration 14Q (8169.137679 sec): 3 clusters Score: Raw -4173702.354435 + Penalty 3383.975078 = -4170318.379357 nChanged 1195 SP:Iteration 15Q (8169.199336 sec): 3 clusters Score: Raw -4174329.066473 + Penalty 3383.975078 = -4170945.091395 nChanged 1031 SP:Iteration 16Q (8169.260763 sec): 3 clusters Score: Raw -4174831.300567 + Penalty 3383.975078 = -4171447.325489 nChanged 835 SP:Iteration 17Q (8169.321916 sec): 3 clusters Score: Raw -4175196.566636 + Penalty 3383.975078 = -4171812.591558 nChanged 688 SP:Iteration 18Q (8169.382696 sec): 3 clusters Score: Raw -4175443.235340 + Penalty 3383.975078 = -4172059.260262 nChanged 581 SP:Iteration 19Q (8169.443248 sec): 3 clusters Score: Raw -4175636.156580 + Penalty 3383.975078 = -4172252.181502 nChanged 516 SP:Iteration 20F (8169.503431 sec): 3 clusters Score: Raw -4175797.257617 + Penalty 3383.975078 = -4172413.282538 nChanged 501 SP:Iteration 21Q (8169.563971 sec): 3 clusters Score: Raw -4175960.233431 + Penalty 3383.975078 = -4172576.258352 nChanged 509 SP:Iteration 22Q (8169.623710 sec): 3 clusters Score: Raw -4176136.798229 + Penalty 3383.975078 = -4172752.823151 nChanged 501 SP:Iteration 23Q (8169.683211 sec): 3 clusters Score: Raw -4176324.525038 + Penalty 3383.975078 = -4172940.549960 nChanged 534 SP:Iteration 24Q (8169.742394 sec): 3 clusters Score: Raw -4176566.193986 + Penalty 3383.975078 = -4173182.218907 nChanged 533 SP:Iteration 25Q (8169.801152 sec): 3 clusters Score: Raw -4176839.106060 + Penalty 3383.975078 = -4173455.130982 nChanged 530 SP:Iteration 26Q (8169.859604 sec): 3 clusters Score: Raw -4177134.051478 + Penalty 3383.975078 = -4173750.076400 nChanged 514 SP:Iteration 27Q (8169.917390 sec): 3 clusters Score: Raw -4177438.407849 + Penalty 3383.975078 = -4174054.432771 nChanged 467 SP:Iteration 28Q (8169.998688 sec): 3 clusters Score: Raw -4177690.418053 + Penalty 3383.975078 = -4174306.442975 nChanged 410 SP:Iteration 29Q (8170.054730 sec): 3 clusters Score: Raw -4177868.896944 + Penalty 3383.975078 = -4174484.921866 nChanged 353 SP:Iteration 30Q (8170.110649 sec): 3 clusters Score: Raw -4178000.346000 + Penalty 3383.975078 = -4174616.370922 nChanged 315 SP:Iteration 31Q (8170.166053 sec): 3 clusters Score: Raw -4178099.465147 + Penalty 3383.975078 = -4174715.490069 nChanged 235 SP:Iteration 32Q (8170.220796 sec): 3 clusters Score: Raw -4178168.779097 + Penalty 3383.975078 = -4174784.804018 nChanged 214 SP:Iteration 33Q (8170.275558 sec): 3 clusters Score: Raw -4178226.152988 + Penalty 3383.975078 = -4174842.177910 nChanged 205 SP:Iteration 34Q (8170.329900 sec): 3 clusters Score: Raw -4178273.639226 + Penalty 3383.975078 = -4174889.664148 nChanged 191 SP:Iteration 35Q (8170.383921 sec): 3 clusters Score: Raw -4178316.263099 + Penalty 3383.975078 = -4174932.288021 nChanged 149 SP:Iteration 36Q (8170.437637 sec): 3 clusters Score: Raw -4178348.172225 + Penalty 3383.975078 = -4174964.197147 nChanged 149 SP:Iteration 37Q (8170.491549 sec): 3 clusters Score: Raw -4178381.752531 + Penalty 3383.975078 = -4174997.777452 nChanged 139 SP:Iteration 38Q (8170.545157 sec): 3 clusters Score: Raw -4178409.503705 + Penalty 3383.975078 = -4175025.528627 nChanged 126 SP:Iteration 39Q (8170.598644 sec): 3 clusters Score: Raw -4178434.999228 + Penalty 3383.975078 = -4175051.024149 nChanged 120 SP:Iteration 40F (8170.658759 sec): 3 clusters Score: Raw -4178454.598118 + Penalty 3383.975078 = -4175070.623040 nChanged 94 SP:Iteration 41Q (8170.713069 sec): 3 clusters Score: Raw -4178468.935362 + Penalty 3383.975078 = -4175084.960283 nChanged 83 SP:Iteration 42Q (8170.766955 sec): 3 clusters Score: Raw -4178479.417607 + Penalty 3383.975078 = -4175095.442528 nChanged 71 SP:Iteration 43Q (8170.820605 sec): 3 clusters Score: Raw -4178488.780906 + Penalty 3383.975078 = -4175104.805827 nChanged 78 SP:Iteration 44Q (8170.874429 sec): 3 clusters Score: Raw -4178499.120122 + Penalty 3383.975078 = -4175115.145044 nChanged 58 SP:Iteration 45Q (8170.927898 sec): 3 clusters Score: Raw -4178506.774222 + Penalty 3383.975078 = -4175122.799144 nChanged 69 SP:Iteration 46Q (8170.981491 sec): 3 clusters Score: Raw -4178516.517083 + Penalty 3383.975078 = -4175132.542005 nChanged 77 SP:Iteration 47Q (8171.034954 sec): 3 clusters Score: Raw -4178526.757867 + Penalty 3383.975078 = -4175142.782789 nChanged 65 SP:Iteration 48Q (8171.088638 sec): 3 clusters Score: Raw -4178535.436161 + Penalty 3383.975078 = -4175151.461083 nChanged 59 SP:Iteration 49Q (8171.141802 sec): 3 clusters Score: Raw -4178542.938952 + Penalty 3383.975078 = -4175158.963873 nChanged 54 SP:Iteration 50Q (8171.195144 sec): 3 clusters Score: Raw -4178550.334324 + Penalty 3383.975078 = -4175166.359246 nChanged 53 SP:Iteration 51Q (8171.248137 sec): 3 clusters Score: Raw -4178557.677476 + Penalty 3383.975078 = -4175173.702397 nChanged 45 SP:Iteration 52Q (8171.301416 sec): 3 clusters Score: Raw -4178562.815530 + Penalty 3383.975078 = -4175178.840452 nChanged 42 SP:Iteration 53Q (8171.354453 sec): 3 clusters Score: Raw -4178568.065651 + Penalty 3383.975078 = -4175184.090573 nChanged 41 SP:Iteration 54Q (8171.407603 sec): 3 clusters Score: Raw -4178573.827550 + Penalty 3383.975078 = -4175189.852472 nChanged 51 SP:Iteration 55Q (8171.460473 sec): 3 clusters Score: Raw -4178579.944821 + Penalty 3383.975078 = -4175195.969743 nChanged 54 SP:Iteration 56Q (8171.513615 sec): 3 clusters Score: Raw -4178586.228739 + Penalty 3383.975078 = -4175202.253661 nChanged 33 SP:Iteration 57Q (8171.566328 sec): 3 clusters Score: Raw -4178590.247853 + Penalty 3383.975078 = -4175206.272775 nChanged 31 SP:Iteration 58Q (8171.619136 sec): 3 clusters Score: Raw -4178593.918387 + Penalty 3383.975078 = -4175209.943309 nChanged 32 SP:Iteration 59Q (8171.671675 sec): 3 clusters Score: Raw -4178598.539982 + Penalty 3383.975078 = -4175214.564903 nChanged 34 SP:Iteration 60F (8171.732153 sec): 3 clusters Score: Raw -4178603.673217 + Penalty 3383.975078 = -4175219.698139 nChanged 31 SP:Iteration 61Q (8171.785294 sec): 3 clusters Score: Raw -4178608.914457 + Penalty 3383.975078 = -4175224.939379 nChanged 29 SP:Iteration 62Q (8171.868896 sec): 3 clusters Score: Raw -4178612.096894 + Penalty 3383.975078 = -4175228.121816 nChanged 22 SP:Iteration 63Q (8171.920208 sec): 3 clusters Score: Raw -4178614.701189 + Penalty 3383.975078 = -4175230.726110 nChanged 21 SP:Iteration 64Q (8171.973161 sec): 3 clusters Score: Raw -4178616.938546 + Penalty 3383.975078 = -4175232.963468 nChanged 19 SP:Iteration 65Q (8172.025873 sec): 3 clusters Score: Raw -4178618.995600 + Penalty 3383.975078 = -4175235.020521 nChanged 22 SP:Iteration 66Q (8172.078581 sec): 3 clusters Score: Raw -4178621.404348 + Penalty 3383.975078 = -4175237.429270 nChanged 21 SP:Iteration 67Q (8172.131383 sec): 3 clusters Score: Raw -4178623.316368 + Penalty 3383.975078 = -4175239.341289 nChanged 13 SP:Iteration 68Q (8172.184035 sec): 3 clusters Score: Raw -4178624.502912 + Penalty 3383.975078 = -4175240.527834 nChanged 9 SP:Iteration 69Q (8172.236646 sec): 3 clusters Score: Raw -4178625.333924 + Penalty 3383.975078 = -4175241.358845 nChanged 16 SP:Iteration 70Q (8172.289606 sec): 3 clusters Score: Raw -4178626.521962 + Penalty 3383.975078 = -4175242.546884 nChanged 12 SP:Iteration 71Q (8172.342119 sec): 3 clusters Score: Raw -4178627.510116 + Penalty 3383.975078 = -4175243.535038 nChanged 11 SP:Iteration 72Q (8172.394822 sec): 3 clusters Score: Raw -4178628.150934 + Penalty 3383.975078 = -4175244.175855 nChanged 8 SP:Iteration 73Q (8172.447237 sec): 3 clusters Score: Raw -4178628.668017 + Penalty 3383.975078 = -4175244.692939 nChanged 9 SP:Iteration 74Q (8172.499972 sec): 3 clusters Score: Raw -4178629.126083 + Penalty 3383.975078 = -4175245.151005 nChanged 7 SP:Iteration 75Q (8172.552416 sec): 3 clusters Score: Raw -4178629.701235 + Penalty 3383.975078 = -4175245.726157 nChanged 10 SP:Iteration 76Q (8172.605469 sec): 3 clusters Score: Raw -4178630.605194 + Penalty 3383.975078 = -4175246.630116 nChanged 11 SP:Iteration 77Q (8172.657872 sec): 3 clusters Score: Raw -4178631.799782 + Penalty 3383.975078 = -4175247.824704 nChanged 17 SP:Iteration 78Q (8172.710428 sec): 3 clusters Score: Raw -4178633.703485 + Penalty 3383.975078 = -4175249.728407 nChanged 14 SP:Iteration 79Q (8172.763020 sec): 3 clusters Score: Raw -4178635.285235 + Penalty 3383.975078 = -4175251.310157 nChanged 15 SP:Iteration 80F (8172.823406 sec): 3 clusters Score: Raw -4178636.746773 + Penalty 3383.975078 = -4175252.771694 nChanged 15 SP:Iteration 81Q (8172.876150 sec): 3 clusters Score: Raw -4178638.224610 + Penalty 3383.975078 = -4175254.249532 nChanged 14 SP:Iteration 82Q (8172.928867 sec): 3 clusters Score: Raw -4178639.400423 + Penalty 3383.975078 = -4175255.425345 nChanged 20 SP:Iteration 83Q (8172.981197 sec): 3 clusters Score: Raw -4178641.406024 + Penalty 3383.975078 = -4175257.430946 nChanged 18 SP:Iteration 84Q (8173.034579 sec): 3 clusters Score: Raw -4178643.341950 + Penalty 3383.975078 = -4175259.366872 nChanged 18 SP:Iteration 85Q (8173.086632 sec): 3 clusters Score: Raw -4178645.789643 + Penalty 3383.975078 = -4175261.814564 nChanged 19 SP:Iteration 86Q (8173.139086 sec): 3 clusters Score: Raw -4178648.244043 + Penalty 3383.975078 = -4175264.268964 nChanged 16 SP:Iteration 87Q (8173.211784 sec): 3 clusters Score: Raw -4178649.921093 + Penalty 3383.975078 = -4175265.946015 nChanged 18 SP:Iteration 88Q (8173.265559 sec): 3 clusters Score: Raw -4178651.666273 + Penalty 3383.975078 = -4175267.691194 nChanged 15 SP:Iteration 89Q (8173.317875 sec): 3 clusters Score: Raw -4178652.643746 + Penalty 3383.975078 = -4175268.668668 nChanged 9 SP:Iteration 90Q (8173.370254 sec): 3 clusters Score: Raw -4178653.255768 + Penalty 3383.975078 = -4175269.280690 nChanged 4 SP:Iteration 91Q (8173.422615 sec): 3 clusters Score: Raw -4178653.431484 + Penalty 3383.975078 = -4175269.456405 nChanged 2 SP:Iteration 92Q (8173.474889 sec): 3 clusters Score: Raw -4178653.557165 + Penalty 3383.975078 = -4175269.582086 nChanged 1 SP:Iteration 93Q (8173.527216 sec): 3 clusters Score: Raw -4178653.609974 + Penalty 3383.975078 = -4175269.634895 nChanged 1 SP:Iteration 94Q (8173.579562 sec): 3 clusters Score: Raw -4178653.686101 + Penalty 3383.975078 = -4175269.711023 nChanged 1 SP:Iteration 95Q (8173.632010 sec): 3 clusters Score: Raw -4178653.717115 + Penalty 3383.975078 = -4175269.742037 nChanged 0 SP:Iteration 96F (8173.692419 sec): 3 clusters Score: Raw -4178653.717115 + Penalty 3383.975078 = -4175269.742037 nChanged 0 Trying to split cluster 24 (8428 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8173.710264 sec): 2 clusters Score: Raw -1123777.270919 + Penalty 1468.888651 = -1122308.382268 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8173.736228 sec): 3 clusters Score: Raw -1119035.227148 + Penalty 2937.777302 = -1116097.449846 nChanged 3595 SP:Iteration 1F (8173.761361 sec): 3 clusters Score: Raw -1120980.662435 + Penalty 2937.777302 = -1118042.885133 nChanged 514 SP:Iteration 2F (8173.786594 sec): 3 clusters Score: Raw -1121196.545729 + Penalty 2937.777302 = -1118258.768427 nChanged 391 SP:Iteration 3Q (8173.812082 sec): 3 clusters Score: Raw -1121352.996285 + Penalty 2937.777302 = -1118415.218983 nChanged 342 SP:Iteration 4Q (8173.837547 sec): 3 clusters Score: Raw -1121488.601843 + Penalty 2937.777302 = -1118550.824541 nChanged 283 SP:Iteration 5Q (8173.862866 sec): 3 clusters Score: Raw -1121603.031192 + Penalty 2937.777302 = -1118665.253890 nChanged 281 SP:Iteration 6Q (8173.888244 sec): 3 clusters Score: Raw -1121720.129429 + Penalty 2937.777302 = -1118782.352127 nChanged 308 SP:Iteration 7Q (8173.913648 sec): 3 clusters Score: Raw -1121863.348473 + Penalty 2937.777302 = -1118925.571172 nChanged 297 SP:Iteration 8Q (8173.938921 sec): 3 clusters Score: Raw -1121996.491526 + Penalty 2937.777302 = -1119058.714224 nChanged 294 SP:Iteration 9Q (8173.964301 sec): 3 clusters Score: Raw -1122134.706311 + Penalty 2937.777302 = -1119196.929009 nChanged 286 SP:Iteration 10Q (8173.989641 sec): 3 clusters Score: Raw -1122275.675390 + Penalty 2937.777302 = -1119337.898088 nChanged 295 SP:Iteration 11Q (8174.015078 sec): 3 clusters Score: Raw -1122435.496187 + Penalty 2937.777302 = -1119497.718885 nChanged 295 SP:Iteration 12Q (8174.040505 sec): 3 clusters Score: Raw -1122608.330429 + Penalty 2937.777302 = -1119670.553127 nChanged 307 SP:Iteration 13Q (8174.065682 sec): 3 clusters Score: Raw -1122791.925576 + Penalty 2937.777302 = -1119854.148274 nChanged 279 SP:Iteration 14Q (8174.090785 sec): 3 clusters Score: Raw -1122978.626904 + Penalty 2937.777302 = -1120040.849603 nChanged 262 SP:Iteration 15Q (8174.115655 sec): 3 clusters Score: Raw -1123171.649615 + Penalty 2937.777302 = -1120233.872313 nChanged 238 SP:Iteration 16Q (8174.140308 sec): 3 clusters Score: Raw -1123348.057417 + Penalty 2937.777302 = -1120410.280115 nChanged 209 SP:Iteration 17Q (8174.164649 sec): 3 clusters Score: Raw -1123486.497253 + Penalty 2937.777302 = -1120548.719951 nChanged 150 SP:Iteration 18Q (8174.188737 sec): 3 clusters Score: Raw -1123581.993839 + Penalty 2937.777302 = -1120644.216537 nChanged 118 SP:Iteration 19Q (8174.212589 sec): 3 clusters Score: Raw -1123659.433623 + Penalty 2937.777302 = -1120721.656321 nChanged 97 SP:Iteration 20F (8174.237640 sec): 3 clusters Score: Raw -1123719.079547 + Penalty 2937.777302 = -1120781.302245 nChanged 62 SP:Iteration 21Q (8174.261015 sec): 3 clusters Score: Raw -1123756.645154 + Penalty 2937.777302 = -1120818.867852 nChanged 57 SP:Iteration 22Q (8174.284535 sec): 3 clusters Score: Raw -1123786.540326 + Penalty 2937.777302 = -1120848.763024 nChanged 51 SP:Iteration 23Q (8174.307923 sec): 3 clusters Score: Raw -1123814.293917 + Penalty 2937.777302 = -1120876.516615 nChanged 41 SP:Iteration 24Q (8174.331096 sec): 3 clusters Score: Raw -1123841.664090 + Penalty 2937.777302 = -1120903.886788 nChanged 41 SP:Iteration 25Q (8174.354542 sec): 3 clusters Score: Raw -1123862.987243 + Penalty 2937.777302 = -1120925.209941 nChanged 31 SP:Iteration 26Q (8174.377487 sec): 3 clusters Score: Raw -1123877.325118 + Penalty 2937.777302 = -1120939.547817 nChanged 20 SP:Iteration 27Q (8174.400456 sec): 3 clusters Score: Raw -1123887.046718 + Penalty 2937.777302 = -1120949.269416 nChanged 20 SP:Iteration 28Q (8174.423540 sec): 3 clusters Score: Raw -1123896.310386 + Penalty 2937.777302 = -1120958.533084 nChanged 18 SP:Iteration 29Q (8174.446356 sec): 3 clusters Score: Raw -1123904.733908 + Penalty 2937.777302 = -1120966.956606 nChanged 19 SP:Iteration 30Q (8174.469129 sec): 3 clusters Score: Raw -1123912.489428 + Penalty 2937.777302 = -1120974.712126 nChanged 15 SP:Iteration 31Q (8174.491888 sec): 3 clusters Score: Raw -1123918.388066 + Penalty 2937.777302 = -1120980.610764 nChanged 14 SP:Iteration 32Q (8174.514673 sec): 3 clusters Score: Raw -1123925.209816 + Penalty 2937.777302 = -1120987.432515 nChanged 13 SP:Iteration 33Q (8174.537464 sec): 3 clusters Score: Raw -1123931.410463 + Penalty 2937.777302 = -1120993.633161 nChanged 12 SP:Iteration 34Q (8174.560214 sec): 3 clusters Score: Raw -1123936.805701 + Penalty 2937.777302 = -1120999.028399 nChanged 17 SP:Iteration 35Q (8174.582923 sec): 3 clusters Score: Raw -1123944.892736 + Penalty 2937.777302 = -1121007.115434 nChanged 15 SP:Iteration 36Q (8174.605685 sec): 3 clusters Score: Raw -1123952.238900 + Penalty 2937.777302 = -1121014.461598 nChanged 16 SP:Iteration 37Q (8174.628619 sec): 3 clusters Score: Raw -1123958.554295 + Penalty 2937.777302 = -1121020.776993 nChanged 11 SP:Iteration 38Q (8174.651458 sec): 3 clusters Score: Raw -1123963.578361 + Penalty 2937.777302 = -1121025.801059 nChanged 9 SP:Iteration 39Q (8174.674357 sec): 3 clusters Score: Raw -1123966.829779 + Penalty 2937.777302 = -1121029.052478 nChanged 9 SP:Iteration 40F (8174.699418 sec): 3 clusters Score: Raw -1123971.617022 + Penalty 2937.777302 = -1121033.839720 nChanged 7 SP:Iteration 41Q (8174.722193 sec): 3 clusters Score: Raw -1123973.791234 + Penalty 2937.777302 = -1121036.013932 nChanged 3 SP:Iteration 42Q (8174.745000 sec): 3 clusters Score: Raw -1123974.458827 + Penalty 2937.777302 = -1121036.681525 nChanged 2 SP:Iteration 43Q (8174.767718 sec): 3 clusters Score: Raw -1123975.476473 + Penalty 2937.777302 = -1121037.699171 nChanged 1 SP:Iteration 44Q (8174.790433 sec): 3 clusters Score: Raw -1123975.861819 + Penalty 2937.777302 = -1121038.084517 nChanged 1 SP:Iteration 45Q (8174.813109 sec): 3 clusters Score: Raw -1123976.299174 + Penalty 2937.777302 = -1121038.521872 nChanged 2 SP:Iteration 46Q (8174.835985 sec): 3 clusters Score: Raw -1123976.735510 + Penalty 2937.777302 = -1121038.958208 nChanged 1 SP:Iteration 47Q (8174.858683 sec): 3 clusters Score: Raw -1123976.981627 + Penalty 2937.777302 = -1121039.204325 nChanged 0 SP:Iteration 48F (8174.883858 sec): 3 clusters Score: Raw -1123976.981627 + Penalty 2937.777302 = -1121039.204325 nChanged 0 Trying to split cluster 25 (7363 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8174.904928 sec): 2 clusters Score: Raw -991938.978495 + Penalty 1446.936195 = -990492.042301 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8174.929403 sec): 3 clusters Score: Raw -987918.276589 + Penalty 2893.872390 = -985024.404199 nChanged 3055 SP:Iteration 1F (8174.953250 sec): 3 clusters Score: Raw -989592.148107 + Penalty 2893.872390 = -986698.275717 nChanged 463 SP:Iteration 2F (8174.977110 sec): 3 clusters Score: Raw -989814.025371 + Penalty 2893.872390 = -986920.152982 nChanged 375 SP:Iteration 3F (8175.000888 sec): 3 clusters Score: Raw -990012.692443 + Penalty 2893.872390 = -987118.820053 nChanged 357 SP:Iteration 4Q (8175.024995 sec): 3 clusters Score: Raw -990214.113972 + Penalty 2893.872390 = -987320.241583 nChanged 337 SP:Iteration 5Q (8175.049118 sec): 3 clusters Score: Raw -990410.015305 + Penalty 2893.872390 = -987516.142915 nChanged 356 SP:Iteration 6Q (8175.073031 sec): 3 clusters Score: Raw -990645.817283 + Penalty 2893.872390 = -987751.944893 nChanged 374 SP:Iteration 7F (8175.096731 sec): 3 clusters Score: Raw -990890.915049 + Penalty 2893.872390 = -987997.042660 nChanged 372 SP:Iteration 8F (8175.120410 sec): 3 clusters Score: Raw -991136.899989 + Penalty 2893.872390 = -988243.027599 nChanged 364 SP:Iteration 9Q (8175.144241 sec): 3 clusters Score: Raw -991389.260061 + Penalty 2893.872390 = -988495.387671 nChanged 345 SP:Iteration 10Q (8175.168143 sec): 3 clusters Score: Raw -991643.858317 + Penalty 2893.872390 = -988749.985927 nChanged 302 SP:Iteration 11Q (8175.191571 sec): 3 clusters Score: Raw -991819.771396 + Penalty 2893.872390 = -988925.899006 nChanged 211 SP:Iteration 12Q (8175.215421 sec): 3 clusters Score: Raw -991911.620036 + Penalty 2893.872390 = -989017.747647 nChanged 130 SP:Iteration 13Q (8175.238845 sec): 3 clusters Score: Raw -991954.368442 + Penalty 2893.872390 = -989060.496052 nChanged 93 SP:Iteration 14Q (8175.262532 sec): 3 clusters Score: Raw -991979.330770 + Penalty 2893.872390 = -989085.458380 nChanged 73 SP:Iteration 15Q (8175.286082 sec): 3 clusters Score: Raw -992000.539478 + Penalty 2893.872390 = -989106.667088 nChanged 41 SP:Iteration 16Q (8175.309519 sec): 3 clusters Score: Raw -992009.618351 + Penalty 2893.872390 = -989115.745961 nChanged 36 SP:Iteration 17Q (8175.332758 sec): 3 clusters Score: Raw -992016.709988 + Penalty 2893.872390 = -989122.837598 nChanged 26 SP:Iteration 18Q (8175.356092 sec): 3 clusters Score: Raw -992022.276961 + Penalty 2893.872390 = -989128.404571 nChanged 29 SP:Iteration 19Q (8175.379511 sec): 3 clusters Score: Raw -992030.150229 + Penalty 2893.872390 = -989136.277839 nChanged 35 SP:Iteration 20F (8175.403271 sec): 3 clusters Score: Raw -992039.419017 + Penalty 2893.872390 = -989145.546627 nChanged 30 SP:Iteration 21Q (8175.426617 sec): 3 clusters Score: Raw -992044.801003 + Penalty 2893.872390 = -989150.928614 nChanged 29 SP:Iteration 22Q (8175.450118 sec): 3 clusters Score: Raw -992052.259374 + Penalty 2893.872390 = -989158.386985 nChanged 34 SP:Iteration 23Q (8175.473736 sec): 3 clusters Score: Raw -992060.210546 + Penalty 2893.872390 = -989166.338156 nChanged 31 SP:Iteration 24Q (8175.497268 sec): 3 clusters Score: Raw -992067.576209 + Penalty 2893.872390 = -989173.703819 nChanged 28 SP:Iteration 25Q (8175.520777 sec): 3 clusters Score: Raw -992072.854674 + Penalty 2893.872390 = -989178.982285 nChanged 26 SP:Iteration 26Q (8175.544207 sec): 3 clusters Score: Raw -992077.672799 + Penalty 2893.872390 = -989183.800409 nChanged 27 SP:Iteration 27Q (8175.567598 sec): 3 clusters Score: Raw -992083.040016 + Penalty 2893.872390 = -989189.167627 nChanged 18 SP:Iteration 28Q (8175.591119 sec): 3 clusters Score: Raw -992088.991594 + Penalty 2893.872390 = -989195.119204 nChanged 26 SP:Iteration 29Q (8175.614833 sec): 3 clusters Score: Raw -992094.783432 + Penalty 2893.872390 = -989200.911042 nChanged 21 SP:Iteration 30Q (8175.638064 sec): 3 clusters Score: Raw -992099.269916 + Penalty 2893.872390 = -989205.397526 nChanged 19 SP:Iteration 31Q (8175.661443 sec): 3 clusters Score: Raw -992103.535549 + Penalty 2893.872390 = -989209.663159 nChanged 24 SP:Iteration 32Q (8175.684648 sec): 3 clusters Score: Raw -992108.454251 + Penalty 2893.872390 = -989214.581861 nChanged 26 SP:Iteration 33Q (8175.708251 sec): 3 clusters Score: Raw -992113.562098 + Penalty 2893.872390 = -989219.689708 nChanged 23 SP:Iteration 34Q (8175.731837 sec): 3 clusters Score: Raw -992118.791617 + Penalty 2893.872390 = -989224.919227 nChanged 21 SP:Iteration 35Q (8175.755061 sec): 3 clusters Score: Raw -992123.251826 + Penalty 2893.872390 = -989229.379436 nChanged 20 SP:Iteration 36Q (8175.778308 sec): 3 clusters Score: Raw -992127.332812 + Penalty 2893.872390 = -989233.460422 nChanged 25 SP:Iteration 37Q (8175.801527 sec): 3 clusters Score: Raw -992133.518975 + Penalty 2893.872390 = -989239.646585 nChanged 23 SP:Iteration 38Q (8175.824854 sec): 3 clusters Score: Raw -992139.721555 + Penalty 2893.872390 = -989245.849166 nChanged 29 SP:Iteration 39Q (8175.848019 sec): 3 clusters Score: Raw -992149.106342 + Penalty 2893.872390 = -989255.233952 nChanged 29 SP:Iteration 40F (8175.871794 sec): 3 clusters Score: Raw -992157.597473 + Penalty 2893.872390 = -989263.725083 nChanged 22 SP:Iteration 41Q (8175.895133 sec): 3 clusters Score: Raw -992163.941251 + Penalty 2893.872390 = -989270.068861 nChanged 29 SP:Iteration 42Q (8175.918773 sec): 3 clusters Score: Raw -992172.888591 + Penalty 2893.872390 = -989279.016201 nChanged 27 SP:Iteration 43Q (8175.942201 sec): 3 clusters Score: Raw -992184.913671 + Penalty 2893.872390 = -989291.041281 nChanged 27 SP:Iteration 44Q (8175.965609 sec): 3 clusters Score: Raw -992193.191760 + Penalty 2893.872390 = -989299.319370 nChanged 24 SP:Iteration 45Q (8175.988932 sec): 3 clusters Score: Raw -992200.682700 + Penalty 2893.872390 = -989306.810311 nChanged 22 SP:Iteration 46Q (8176.012159 sec): 3 clusters Score: Raw -992206.114832 + Penalty 2893.872390 = -989312.242442 nChanged 15 SP:Iteration 47Q (8176.035620 sec): 3 clusters Score: Raw -992209.765276 + Penalty 2893.872390 = -989315.892886 nChanged 14 SP:Iteration 48Q (8176.059202 sec): 3 clusters Score: Raw -992212.687725 + Penalty 2893.872390 = -989318.815335 nChanged 14 SP:Iteration 49Q (8176.082585 sec): 3 clusters Score: Raw -992215.266974 + Penalty 2893.872390 = -989321.394585 nChanged 11 SP:Iteration 50Q (8176.105751 sec): 3 clusters Score: Raw -992217.874065 + Penalty 2893.872390 = -989324.001675 nChanged 9 SP:Iteration 51Q (8176.129045 sec): 3 clusters Score: Raw -992219.559671 + Penalty 2893.872390 = -989325.687281 nChanged 5 SP:Iteration 52Q (8176.152202 sec): 3 clusters Score: Raw -992220.227992 + Penalty 2893.872390 = -989326.355603 nChanged 5 SP:Iteration 53Q (8176.175779 sec): 3 clusters Score: Raw -992221.128436 + Penalty 2893.872390 = -989327.256046 nChanged 4 SP:Iteration 54Q (8176.198930 sec): 3 clusters Score: Raw -992221.611128 + Penalty 2893.872390 = -989327.738738 nChanged 3 SP:Iteration 55Q (8176.222087 sec): 3 clusters Score: Raw -992222.094349 + Penalty 2893.872390 = -989328.221960 nChanged 4 SP:Iteration 56Q (8176.245424 sec): 3 clusters Score: Raw -992222.644832 + Penalty 2893.872390 = -989328.772442 nChanged 3 SP:Iteration 57Q (8176.268729 sec): 3 clusters Score: Raw -992223.112861 + Penalty 2893.872390 = -989329.240472 nChanged 4 SP:Iteration 58Q (8176.291925 sec): 3 clusters Score: Raw -992223.897309 + Penalty 2893.872390 = -989330.024919 nChanged 7 SP:Iteration 59Q (8176.315334 sec): 3 clusters Score: Raw -992225.523988 + Penalty 2893.872390 = -989331.651599 nChanged 5 SP:Iteration 60F (8176.339068 sec): 3 clusters Score: Raw -992226.235047 + Penalty 2893.872390 = -989332.362657 nChanged 5 SP:Iteration 61Q (8176.362290 sec): 3 clusters Score: Raw -992227.096940 + Penalty 2893.872390 = -989333.224551 nChanged 4 SP:Iteration 62Q (8176.385724 sec): 3 clusters Score: Raw -992227.667142 + Penalty 2893.872390 = -989333.794753 nChanged 6 SP:Iteration 63Q (8176.409011 sec): 3 clusters Score: Raw -992228.196156 + Penalty 2893.872390 = -989334.323766 nChanged 5 SP:Iteration 64Q (8176.432359 sec): 3 clusters Score: Raw -992229.090192 + Penalty 2893.872390 = -989335.217802 nChanged 7 SP:Iteration 65Q (8176.455575 sec): 3 clusters Score: Raw -992229.818292 + Penalty 2893.872390 = -989335.945902 nChanged 6 SP:Iteration 66Q (8176.478714 sec): 3 clusters Score: Raw -992231.166250 + Penalty 2893.872390 = -989337.293861 nChanged 12 SP:Iteration 67Q (8176.502251 sec): 3 clusters Score: Raw -992233.523715 + Penalty 2893.872390 = -989339.651326 nChanged 11 SP:Iteration 68Q (8176.525668 sec): 3 clusters Score: Raw -992234.843060 + Penalty 2893.872390 = -989340.970670 nChanged 5 SP:Iteration 69Q (8176.548968 sec): 3 clusters Score: Raw -992235.433183 + Penalty 2893.872390 = -989341.560793 nChanged 4 SP:Iteration 70Q (8176.572534 sec): 3 clusters Score: Raw -992236.093600 + Penalty 2893.872390 = -989342.221210 nChanged 4 SP:Iteration 71Q (8176.595634 sec): 3 clusters Score: Raw -992236.665416 + Penalty 2893.872390 = -989342.793026 nChanged 4 SP:Iteration 72Q (8176.619026 sec): 3 clusters Score: Raw -992237.244563 + Penalty 2893.872390 = -989343.372173 nChanged 9 SP:Iteration 73Q (8176.642229 sec): 3 clusters Score: Raw -992239.111883 + Penalty 2893.872390 = -989345.239493 nChanged 17 SP:Iteration 74Q (8176.665289 sec): 3 clusters Score: Raw -992242.740032 + Penalty 2893.872390 = -989348.867643 nChanged 12 SP:Iteration 75Q (8176.688428 sec): 3 clusters Score: Raw -992245.297448 + Penalty 2893.872390 = -989351.425058 nChanged 13 SP:Iteration 76Q (8176.711645 sec): 3 clusters Score: Raw -992247.762298 + Penalty 2893.872390 = -989353.889908 nChanged 9 SP:Iteration 77Q (8176.734921 sec): 3 clusters Score: Raw -992249.537314 + Penalty 2893.872390 = -989355.664924 nChanged 11 SP:Iteration 78Q (8176.758189 sec): 3 clusters Score: Raw -992251.307044 + Penalty 2893.872390 = -989357.434654 nChanged 8 SP:Iteration 79Q (8176.795340 sec): 3 clusters Score: Raw -992252.879794 + Penalty 2893.872390 = -989359.007405 nChanged 11 SP:Iteration 80F (8176.818980 sec): 3 clusters Score: Raw -992255.690903 + Penalty 2893.872390 = -989361.818513 nChanged 15 SP:Iteration 81Q (8176.842279 sec): 3 clusters Score: Raw -992259.315452 + Penalty 2893.872390 = -989365.443063 nChanged 13 SP:Iteration 82Q (8176.865368 sec): 3 clusters Score: Raw -992262.193027 + Penalty 2893.872390 = -989368.320638 nChanged 10 SP:Iteration 83Q (8176.888455 sec): 3 clusters Score: Raw -992264.332558 + Penalty 2893.872390 = -989370.460169 nChanged 5 SP:Iteration 84Q (8176.911553 sec): 3 clusters Score: Raw -992265.316255 + Penalty 2893.872390 = -989371.443865 nChanged 5 SP:Iteration 85Q (8176.934574 sec): 3 clusters Score: Raw -992266.207654 + Penalty 2893.872390 = -989372.335264 nChanged 5 SP:Iteration 86Q (8176.957698 sec): 3 clusters Score: Raw -992266.752860 + Penalty 2893.872390 = -989372.880470 nChanged 3 SP:Iteration 87Q (8176.981094 sec): 3 clusters Score: Raw -992267.052949 + Penalty 2893.872390 = -989373.180559 nChanged 2 SP:Iteration 88Q (8177.004359 sec): 3 clusters Score: Raw -992267.489928 + Penalty 2893.872390 = -989373.617538 nChanged 2 SP:Iteration 89Q (8177.027590 sec): 3 clusters Score: Raw -992267.828800 + Penalty 2893.872390 = -989373.956410 nChanged 2 SP:Iteration 90Q (8177.050774 sec): 3 clusters Score: Raw -992268.119297 + Penalty 2893.872390 = -989374.246908 nChanged 2 SP:Iteration 91Q (8177.074067 sec): 3 clusters Score: Raw -992268.387155 + Penalty 2893.872390 = -989374.514765 nChanged 2 SP:Iteration 92Q (8177.097121 sec): 3 clusters Score: Raw -992268.596871 + Penalty 2893.872390 = -989374.724481 nChanged 1 SP:Iteration 93Q (8177.120197 sec): 3 clusters Score: Raw -992268.752821 + Penalty 2893.872390 = -989374.880431 nChanged 2 SP:Iteration 94Q (8177.143380 sec): 3 clusters Score: Raw -992268.992019 + Penalty 2893.872390 = -989375.119629 nChanged 3 SP:Iteration 95Q (8177.166601 sec): 3 clusters Score: Raw -992269.358147 + Penalty 2893.872390 = -989375.485757 nChanged 5 SP:Iteration 96Q (8177.189739 sec): 3 clusters Score: Raw -992270.441834 + Penalty 2893.872390 = -989376.569444 nChanged 5 SP:Iteration 97Q (8177.212783 sec): 3 clusters Score: Raw -992271.419434 + Penalty 2893.872390 = -989377.547044 nChanged 8 SP:Iteration 98Q (8177.235995 sec): 3 clusters Score: Raw -992272.797247 + Penalty 2893.872390 = -989378.924858 nChanged 7 SP:Iteration 99Q (8177.258989 sec): 3 clusters Score: Raw -992274.080687 + Penalty 2893.872390 = -989380.208298 nChanged 4 SP:Iteration 100F (8177.282883 sec): 3 clusters Score: Raw -992275.157007 + Penalty 2893.872390 = -989381.284618 nChanged 1 SP:Iteration 101Q (8177.306090 sec): 3 clusters Score: Raw -992275.355043 + Penalty 2893.872390 = -989381.482653 nChanged 2 SP:Iteration 102Q (8177.329422 sec): 3 clusters Score: Raw -992275.779454 + Penalty 2893.872390 = -989381.907065 nChanged 2 SP:Iteration 103Q (8177.352529 sec): 3 clusters Score: Raw -992276.050134 + Penalty 2893.872390 = -989382.177744 nChanged 1 SP:Iteration 104Q (8177.375773 sec): 3 clusters Score: Raw -992276.245898 + Penalty 2893.872390 = -989382.373508 nChanged 1 SP:Iteration 105Q (8177.399169 sec): 3 clusters Score: Raw -992276.479073 + Penalty 2893.872390 = -989382.606683 nChanged 1 SP:Iteration 106Q (8177.422426 sec): 3 clusters Score: Raw -992276.599527 + Penalty 2893.872390 = -989382.727138 nChanged 1 SP:Iteration 107Q (8177.445700 sec): 3 clusters Score: Raw -992276.805134 + Penalty 2893.872390 = -989382.932744 nChanged 2 SP:Iteration 108Q (8177.468750 sec): 3 clusters Score: Raw -992277.021719 + Penalty 2893.872390 = -989383.149329 nChanged 2 SP:Iteration 109Q (8177.491932 sec): 3 clusters Score: Raw -992277.530218 + Penalty 2893.872390 = -989383.657829 nChanged 3 SP:Iteration 110Q (8177.515290 sec): 3 clusters Score: Raw -992278.016104 + Penalty 2893.872390 = -989384.143715 nChanged 4 SP:Iteration 111Q (8177.538314 sec): 3 clusters Score: Raw -992279.031438 + Penalty 2893.872390 = -989385.159048 nChanged 8 SP:Iteration 112Q (8177.561573 sec): 3 clusters Score: Raw -992280.444792 + Penalty 2893.872390 = -989386.572403 nChanged 7 SP:Iteration 113Q (8177.584595 sec): 3 clusters Score: Raw -992281.197748 + Penalty 2893.872390 = -989387.325359 nChanged 5 SP:Iteration 114Q (8177.607599 sec): 3 clusters Score: Raw -992282.267739 + Penalty 2893.872390 = -989388.395349 nChanged 3 SP:Iteration 115Q (8177.630657 sec): 3 clusters Score: Raw -992282.620564 + Penalty 2893.872390 = -989388.748174 nChanged 2 SP:Iteration 116Q (8177.653852 sec): 3 clusters Score: Raw -992282.959126 + Penalty 2893.872390 = -989389.086736 nChanged 2 SP:Iteration 117Q (8177.676914 sec): 3 clusters Score: Raw -992283.171798 + Penalty 2893.872390 = -989389.299408 nChanged 3 SP:Iteration 118Q (8177.700080 sec): 3 clusters Score: Raw -992283.402401 + Penalty 2893.872390 = -989389.530011 nChanged 2 SP:Iteration 119Q (8177.723364 sec): 3 clusters Score: Raw -992283.698294 + Penalty 2893.872390 = -989389.825904 nChanged 2 SP:Iteration 120F (8177.747191 sec): 3 clusters Score: Raw -992283.907393 + Penalty 2893.872390 = -989390.035003 nChanged 1 SP:Iteration 121Q (8177.770212 sec): 3 clusters Score: Raw -992284.045620 + Penalty 2893.872390 = -989390.173230 nChanged 0 SP:Iteration 122F (8177.794077 sec): 3 clusters Score: Raw -992284.045620 + Penalty 2893.872390 = -989390.173230 nChanged 0 Trying to split cluster 26 (4965 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8177.813263 sec): 2 clusters Score: Raw -669831.678348 + Penalty 1382.902394 = -668448.775954 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8177.835085 sec): 3 clusters Score: Raw -667234.765220 + Penalty 2765.804787 = -664468.960432 nChanged 2079 SP:Iteration 1F (8177.856447 sec): 3 clusters Score: Raw -668485.645598 + Penalty 2765.804787 = -665719.840810 nChanged 423 SP:Iteration 2F (8177.877698 sec): 3 clusters Score: Raw -668766.703899 + Penalty 2765.804787 = -666000.899112 nChanged 304 SP:Iteration 3F (8177.898778 sec): 3 clusters Score: Raw -668970.377944 + Penalty 2765.804787 = -666204.573157 nChanged 248 SP:Iteration 4Q (8177.920031 sec): 3 clusters Score: Raw -669129.901698 + Penalty 2765.804787 = -666364.096910 nChanged 235 SP:Iteration 5Q (8177.941509 sec): 3 clusters Score: Raw -669255.073269 + Penalty 2765.804787 = -666489.268482 nChanged 166 SP:Iteration 6Q (8177.963059 sec): 3 clusters Score: Raw -669333.971239 + Penalty 2765.804787 = -666568.166452 nChanged 138 SP:Iteration 7Q (8177.984318 sec): 3 clusters Score: Raw -669395.050095 + Penalty 2765.804787 = -666629.245308 nChanged 116 SP:Iteration 8Q (8178.005623 sec): 3 clusters Score: Raw -669456.479341 + Penalty 2765.804787 = -666690.674554 nChanged 119 SP:Iteration 9Q (8178.026985 sec): 3 clusters Score: Raw -669521.606344 + Penalty 2765.804787 = -666755.801556 nChanged 115 SP:Iteration 10Q (8178.048187 sec): 3 clusters Score: Raw -669586.714760 + Penalty 2765.804787 = -666820.909973 nChanged 114 SP:Iteration 11Q (8178.069420 sec): 3 clusters Score: Raw -669650.822776 + Penalty 2765.804787 = -666885.017989 nChanged 111 SP:Iteration 12Q (8178.090651 sec): 3 clusters Score: Raw -669710.845961 + Penalty 2765.804787 = -666945.041174 nChanged 110 SP:Iteration 13Q (8178.111781 sec): 3 clusters Score: Raw -669778.305252 + Penalty 2765.804787 = -667012.500464 nChanged 104 SP:Iteration 14Q (8178.132808 sec): 3 clusters Score: Raw -669839.935008 + Penalty 2765.804787 = -667074.130221 nChanged 98 SP:Iteration 15Q (8178.153829 sec): 3 clusters Score: Raw -669894.822538 + Penalty 2765.804787 = -667129.017751 nChanged 87 SP:Iteration 16Q (8178.174963 sec): 3 clusters Score: Raw -669936.763626 + Penalty 2765.804787 = -667170.958839 nChanged 78 SP:Iteration 17Q (8178.195996 sec): 3 clusters Score: Raw -669978.429864 + Penalty 2765.804787 = -667212.625076 nChanged 66 SP:Iteration 18Q (8178.216573 sec): 3 clusters Score: Raw -670015.798395 + Penalty 2765.804787 = -667249.993608 nChanged 47 SP:Iteration 19Q (8178.237119 sec): 3 clusters Score: Raw -670038.774561 + Penalty 2765.804787 = -667272.969773 nChanged 39 SP:Iteration 20F (8178.258540 sec): 3 clusters Score: Raw -670057.579932 + Penalty 2765.804787 = -667291.775145 nChanged 27 SP:Iteration 21Q (8178.279044 sec): 3 clusters Score: Raw -670069.576927 + Penalty 2765.804787 = -667303.772140 nChanged 25 SP:Iteration 22Q (8178.299798 sec): 3 clusters Score: Raw -670078.885249 + Penalty 2765.804787 = -667313.080461 nChanged 19 SP:Iteration 23Q (8178.320463 sec): 3 clusters Score: Raw -670086.313756 + Penalty 2765.804787 = -667320.508968 nChanged 10 SP:Iteration 24Q (8178.341061 sec): 3 clusters Score: Raw -670090.731973 + Penalty 2765.804787 = -667324.927185 nChanged 15 SP:Iteration 25Q (8178.361378 sec): 3 clusters Score: Raw -670098.043266 + Penalty 2765.804787 = -667332.238478 nChanged 18 SP:Iteration 26Q (8178.381760 sec): 3 clusters Score: Raw -670105.659674 + Penalty 2765.804787 = -667339.854887 nChanged 14 SP:Iteration 27Q (8178.402218 sec): 3 clusters Score: Raw -670111.982603 + Penalty 2765.804787 = -667346.177816 nChanged 8 SP:Iteration 28Q (8178.422893 sec): 3 clusters Score: Raw -670115.531811 + Penalty 2765.804787 = -667349.727024 nChanged 12 SP:Iteration 29Q (8178.443328 sec): 3 clusters Score: Raw -670123.150268 + Penalty 2765.804787 = -667357.345480 nChanged 13 SP:Iteration 30Q (8178.463668 sec): 3 clusters Score: Raw -670129.950631 + Penalty 2765.804787 = -667364.145844 nChanged 13 SP:Iteration 31Q (8178.483859 sec): 3 clusters Score: Raw -670136.639124 + Penalty 2765.804787 = -667370.834336 nChanged 6 SP:Iteration 32Q (8178.504264 sec): 3 clusters Score: Raw -670139.052432 + Penalty 2765.804787 = -667373.247645 nChanged 8 SP:Iteration 33Q (8178.524623 sec): 3 clusters Score: Raw -670141.366784 + Penalty 2765.804787 = -667375.561997 nChanged 5 SP:Iteration 34Q (8178.544921 sec): 3 clusters Score: Raw -670143.203734 + Penalty 2765.804787 = -667377.398947 nChanged 4 SP:Iteration 35Q (8178.565246 sec): 3 clusters Score: Raw -670144.680065 + Penalty 2765.804787 = -667378.875278 nChanged 5 SP:Iteration 36Q (8178.585564 sec): 3 clusters Score: Raw -670146.204966 + Penalty 2765.804787 = -667380.400178 nChanged 9 SP:Iteration 37Q (8178.605810 sec): 3 clusters Score: Raw -670149.130490 + Penalty 2765.804787 = -667383.325702 nChanged 11 SP:Iteration 38Q (8178.626163 sec): 3 clusters Score: Raw -670153.118271 + Penalty 2765.804787 = -667387.313484 nChanged 3 SP:Iteration 39Q (8178.646367 sec): 3 clusters Score: Raw -670154.189418 + Penalty 2765.804787 = -667388.384631 nChanged 3 SP:Iteration 40F (8178.667574 sec): 3 clusters Score: Raw -670155.182445 + Penalty 2765.804787 = -667389.377658 nChanged 2 SP:Iteration 41Q (8178.687960 sec): 3 clusters Score: Raw -670156.369618 + Penalty 2765.804787 = -667390.564830 nChanged 2 SP:Iteration 42Q (8178.708395 sec): 3 clusters Score: Raw -670157.179443 + Penalty 2765.804787 = -667391.374656 nChanged 1 SP:Iteration 43Q (8178.728715 sec): 3 clusters Score: Raw -670157.459270 + Penalty 2765.804787 = -667391.654483 nChanged 0 SP:Iteration 44F (8178.750075 sec): 3 clusters Score: Raw -670157.459270 + Penalty 2765.804787 = -667391.654483 nChanged 0 Trying to split cluster 27 (6386 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8178.770547 sec): 2 clusters Score: Raw -825455.864510 + Penalty 1423.802798 = -824032.061712 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8178.793694 sec): 3 clusters Score: Raw -822078.131359 + Penalty 2847.605596 = -819230.525763 nChanged 2625 SP:Iteration 1F (8178.816233 sec): 3 clusters Score: Raw -823538.160631 + Penalty 2847.605596 = -820690.555035 nChanged 518 SP:Iteration 2F (8178.838604 sec): 3 clusters Score: Raw -823943.183654 + Penalty 2847.605596 = -821095.578057 nChanged 510 SP:Iteration 3F (8178.860894 sec): 3 clusters Score: Raw -824451.657194 + Penalty 2847.605596 = -821604.051597 nChanged 533 SP:Iteration 4F (8178.883608 sec): 3 clusters Score: Raw -824951.009218 + Penalty 2847.605596 = -822103.403622 nChanged 469 SP:Iteration 5F (8178.905972 sec): 3 clusters Score: Raw -825347.571935 + Penalty 2847.605596 = -822499.966338 nChanged 395 SP:Iteration 6F (8178.928650 sec): 3 clusters Score: Raw -825667.062110 + Penalty 2847.605596 = -822819.456513 nChanged 319 SP:Iteration 7Q (8178.950934 sec): 3 clusters Score: Raw -825903.922111 + Penalty 2847.605596 = -823056.316515 nChanged 201 SP:Iteration 8Q (8178.973442 sec): 3 clusters Score: Raw -826033.378842 + Penalty 2847.605596 = -823185.773246 nChanged 153 SP:Iteration 9Q (8178.995915 sec): 3 clusters Score: Raw -826125.725175 + Penalty 2847.605596 = -823278.119579 nChanged 117 SP:Iteration 10Q (8179.018066 sec): 3 clusters Score: Raw -826187.326039 + Penalty 2847.605596 = -823339.720442 nChanged 86 SP:Iteration 11Q (8179.040078 sec): 3 clusters Score: Raw -826229.484594 + Penalty 2847.605596 = -823381.878998 nChanged 63 SP:Iteration 12Q (8179.062195 sec): 3 clusters Score: Raw -826256.747113 + Penalty 2847.605596 = -823409.141517 nChanged 44 SP:Iteration 13Q (8179.084620 sec): 3 clusters Score: Raw -826282.177159 + Penalty 2847.605596 = -823434.571562 nChanged 50 SP:Iteration 14Q (8179.106998 sec): 3 clusters Score: Raw -826310.245753 + Penalty 2847.605596 = -823462.640157 nChanged 41 SP:Iteration 15Q (8179.129191 sec): 3 clusters Score: Raw -826331.961244 + Penalty 2847.605596 = -823484.355648 nChanged 29 SP:Iteration 16Q (8179.151488 sec): 3 clusters Score: Raw -826349.506309 + Penalty 2847.605596 = -823501.900713 nChanged 27 SP:Iteration 17Q (8179.173435 sec): 3 clusters Score: Raw -826356.389847 + Penalty 2847.605596 = -823508.784250 nChanged 14 SP:Iteration 18Q (8179.195403 sec): 3 clusters Score: Raw -826359.268069 + Penalty 2847.605596 = -823511.662473 nChanged 8 SP:Iteration 19Q (8179.217624 sec): 3 clusters Score: Raw -826360.994626 + Penalty 2847.605596 = -823513.389030 nChanged 3 SP:Iteration 20F (8179.240305 sec): 3 clusters Score: Raw -826361.486848 + Penalty 2847.605596 = -823513.881252 nChanged 2 SP:Iteration 21Q (8179.262451 sec): 3 clusters Score: Raw -826361.814846 + Penalty 2847.605596 = -823514.209249 nChanged 0 SP:Iteration 22F (8179.284788 sec): 3 clusters Score: Raw -826361.814846 + Penalty 2847.605596 = -823514.209249 nChanged 0 Trying to split cluster 28 (143908 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8179.458522 sec): 2 clusters Score: Raw -19289025.208368 + Penalty 1930.001041 = -19287095.207327 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8179.683770 sec): 3 clusters Score: Raw -19194426.191256 + Penalty 3860.002083 = -19190566.189173 nChanged 69354 SP:Iteration 1F (8179.906167 sec): 3 clusters Score: Raw -19235280.018627 + Penalty 3860.002083 = -19231420.016544 nChanged 5265 SP:Iteration 2Q (8180.145841 sec): 3 clusters Score: Raw -19237174.571022 + Penalty 3860.002083 = -19233314.568940 nChanged 6516 SP:Iteration 3Q (8180.385185 sec): 3 clusters Score: Raw -19240259.462456 + Penalty 3860.002083 = -19236399.460373 nChanged 8097 SP:Iteration 4F (8180.607556 sec): 3 clusters Score: Raw -19244687.343025 + Penalty 3860.002083 = -19240827.340942 nChanged 9370 SP:Iteration 5F (8180.829839 sec): 3 clusters Score: Raw -19250205.508834 + Penalty 3860.002083 = -19246345.506751 nChanged 9967 SP:Iteration 6F (8181.052134 sec): 3 clusters Score: Raw -19256461.241331 + Penalty 3860.002083 = -19252601.239248 nChanged 9742 SP:Iteration 7F (8181.274337 sec): 3 clusters Score: Raw -19262635.101808 + Penalty 3860.002083 = -19258775.099726 nChanged 8574 SP:Iteration 8F (8181.497537 sec): 3 clusters Score: Raw -19267763.437220 + Penalty 3860.002083 = -19263903.435137 nChanged 7097 SP:Iteration 9Q (8181.734429 sec): 3 clusters Score: Raw -19271450.627852 + Penalty 3860.002083 = -19267590.625769 nChanged 5264 SP:Iteration 10Q (8181.970291 sec): 3 clusters Score: Raw -19273596.536294 + Penalty 3860.002083 = -19269736.534212 nChanged 3665 SP:Iteration 11Q (8182.204414 sec): 3 clusters Score: Raw -19274722.783142 + Penalty 3860.002083 = -19270862.781059 nChanged 2566 SP:Iteration 12Q (8182.436579 sec): 3 clusters Score: Raw -19275373.977866 + Penalty 3860.002083 = -19271513.975783 nChanged 1987 SP:Iteration 13Q (8182.666902 sec): 3 clusters Score: Raw -19275823.272182 + Penalty 3860.002083 = -19271963.270099 nChanged 1802 SP:Iteration 14Q (8182.895898 sec): 3 clusters Score: Raw -19276230.505488 + Penalty 3860.002083 = -19272370.503405 nChanged 1799 SP:Iteration 15Q (8183.123728 sec): 3 clusters Score: Raw -19276623.745836 + Penalty 3860.002083 = -19272763.743754 nChanged 1826 SP:Iteration 16Q (8183.350594 sec): 3 clusters Score: Raw -19277025.397600 + Penalty 3860.002083 = -19273165.395518 nChanged 1893 SP:Iteration 17Q (8183.576203 sec): 3 clusters Score: Raw -19277453.772731 + Penalty 3860.002083 = -19273593.770648 nChanged 1983 SP:Iteration 18Q (8183.800795 sec): 3 clusters Score: Raw -19277927.444061 + Penalty 3860.002083 = -19274067.441978 nChanged 2109 SP:Iteration 19Q (8184.024371 sec): 3 clusters Score: Raw -19278470.993920 + Penalty 3860.002083 = -19274610.991838 nChanged 2181 SP:Iteration 20F (8184.246860 sec): 3 clusters Score: Raw -19279082.261569 + Penalty 3860.002083 = -19275222.259486 nChanged 2301 SP:Iteration 21Q (8184.469211 sec): 3 clusters Score: Raw -19279772.987482 + Penalty 3860.002083 = -19275912.985399 nChanged 2307 SP:Iteration 22Q (8184.689702 sec): 3 clusters Score: Raw -19280491.398062 + Penalty 3860.002083 = -19276631.395979 nChanged 2265 SP:Iteration 23Q (8184.909348 sec): 3 clusters Score: Raw -19281192.093158 + Penalty 3860.002083 = -19277332.091075 nChanged 2242 SP:Iteration 24Q (8185.126092 sec): 3 clusters Score: Raw -19281925.853389 + Penalty 3860.002083 = -19278065.851306 nChanged 2196 SP:Iteration 25Q (8185.341007 sec): 3 clusters Score: Raw -19282667.476616 + Penalty 3860.002083 = -19278807.474533 nChanged 2152 SP:Iteration 26Q (8185.553775 sec): 3 clusters Score: Raw -19283404.310507 + Penalty 3860.002083 = -19279544.308424 nChanged 2011 SP:Iteration 27Q (8185.764850 sec): 3 clusters Score: Raw -19284083.961799 + Penalty 3860.002083 = -19280223.959716 nChanged 1922 SP:Iteration 28Q (8185.974037 sec): 3 clusters Score: Raw -19284764.829288 + Penalty 3860.002083 = -19280904.827205 nChanged 1904 SP:Iteration 29Q (8186.181908 sec): 3 clusters Score: Raw -19285477.336354 + Penalty 3860.002083 = -19281617.334272 nChanged 1786 SP:Iteration 30Q (8186.388192 sec): 3 clusters Score: Raw -19286161.493135 + Penalty 3860.002083 = -19282301.491052 nChanged 1679 SP:Iteration 31Q (8186.595076 sec): 3 clusters Score: Raw -19286848.118046 + Penalty 3860.002083 = -19282988.115963 nChanged 1615 SP:Iteration 32Q (8186.798069 sec): 3 clusters Score: Raw -19287528.285612 + Penalty 3860.002083 = -19283668.283529 nChanged 1487 SP:Iteration 33Q (8186.999172 sec): 3 clusters Score: Raw -19288173.002414 + Penalty 3860.002083 = -19284313.000331 nChanged 1383 SP:Iteration 34Q (8187.198855 sec): 3 clusters Score: Raw -19288807.336896 + Penalty 3860.002083 = -19284947.334813 nChanged 1244 SP:Iteration 35Q (8187.399014 sec): 3 clusters Score: Raw -19289401.454302 + Penalty 3860.002083 = -19285541.452220 nChanged 1087 SP:Iteration 36Q (8187.597473 sec): 3 clusters Score: Raw -19289951.890095 + Penalty 3860.002083 = -19286091.888012 nChanged 963 SP:Iteration 37Q (8187.792426 sec): 3 clusters Score: Raw -19290456.262370 + Penalty 3860.002083 = -19286596.260288 nChanged 806 SP:Iteration 38Q (8187.984207 sec): 3 clusters Score: Raw -19290905.808291 + Penalty 3860.002083 = -19287045.806208 nChanged 693 SP:Iteration 39Q (8188.176313 sec): 3 clusters Score: Raw -19291304.420810 + Penalty 3860.002083 = -19287444.418728 nChanged 593 SP:Iteration 40F (8188.398544 sec): 3 clusters Score: Raw -19291677.618809 + Penalty 3860.002083 = -19287817.616726 nChanged 522 SP:Iteration 41Q (8188.588520 sec): 3 clusters Score: Raw -19292037.565667 + Penalty 3860.002083 = -19288177.563584 nChanged 441 SP:Iteration 42Q (8188.777365 sec): 3 clusters Score: Raw -19292342.377352 + Penalty 3860.002083 = -19288482.375269 nChanged 396 SP:Iteration 43Q (8188.963033 sec): 3 clusters Score: Raw -19292576.512388 + Penalty 3860.002083 = -19288716.510305 nChanged 345 SP:Iteration 44Q (8189.147869 sec): 3 clusters Score: Raw -19292747.289543 + Penalty 3860.002083 = -19288887.287461 nChanged 281 SP:Iteration 45Q (8189.332226 sec): 3 clusters Score: Raw -19292867.923286 + Penalty 3860.002083 = -19289007.921203 nChanged 218 SP:Iteration 46Q (8189.516283 sec): 3 clusters Score: Raw -19292942.301435 + Penalty 3860.002083 = -19289082.299352 nChanged 180 SP:Iteration 47Q (8189.700042 sec): 3 clusters Score: Raw -19292988.195629 + Penalty 3860.002083 = -19289128.193546 nChanged 140 SP:Iteration 48Q (8189.883762 sec): 3 clusters Score: Raw -19293018.065127 + Penalty 3860.002083 = -19289158.063044 nChanged 100 SP:Iteration 49Q (8190.067410 sec): 3 clusters Score: Raw -19293038.340234 + Penalty 3860.002083 = -19289178.338151 nChanged 86 SP:Iteration 50Q (8190.250765 sec): 3 clusters Score: Raw -19293055.057024 + Penalty 3860.002083 = -19289195.054942 nChanged 77 SP:Iteration 51Q (8190.433981 sec): 3 clusters Score: Raw -19293066.667633 + Penalty 3860.002083 = -19289206.665551 nChanged 57 SP:Iteration 52Q (8190.617380 sec): 3 clusters Score: Raw -19293073.924041 + Penalty 3860.002083 = -19289213.921959 nChanged 44 SP:Iteration 53Q (8190.800485 sec): 3 clusters Score: Raw -19293079.174353 + Penalty 3860.002083 = -19289219.172271 nChanged 37 SP:Iteration 54Q (8190.983775 sec): 3 clusters Score: Raw -19293082.579177 + Penalty 3860.002083 = -19289222.577094 nChanged 19 SP:Iteration 55Q (8191.167813 sec): 3 clusters Score: Raw -19293083.822110 + Penalty 3860.002083 = -19289223.820027 nChanged 6 SP:Iteration 56Q (8191.350945 sec): 3 clusters Score: Raw -19293084.418796 + Penalty 3860.002083 = -19289224.416713 nChanged 13 SP:Iteration 57Q (8191.534032 sec): 3 clusters Score: Raw -19293085.554562 + Penalty 3860.002083 = -19289225.552479 nChanged 10 SP:Iteration 58Q (8191.717147 sec): 3 clusters Score: Raw -19293086.413982 + Penalty 3860.002083 = -19289226.411899 nChanged 6 SP:Iteration 59Q (8191.900733 sec): 3 clusters Score: Raw -19293086.857452 + Penalty 3860.002083 = -19289226.855370 nChanged 4 SP:Iteration 60F (8192.120793 sec): 3 clusters Score: Raw -19293088.242717 + Penalty 3860.002083 = -19289228.240634 nChanged 6 SP:Iteration 61Q (8192.304755 sec): 3 clusters Score: Raw -19293088.808000 + Penalty 3860.002083 = -19289228.805918 nChanged 7 SP:Iteration 62Q (8192.488673 sec): 3 clusters Score: Raw -19293089.311017 + Penalty 3860.002083 = -19289229.308934 nChanged 8 SP:Iteration 63Q (8192.672612 sec): 3 clusters Score: Raw -19293089.940140 + Penalty 3860.002083 = -19289229.938057 nChanged 8 SP:Iteration 64Q (8192.856550 sec): 3 clusters Score: Raw -19293090.401078 + Penalty 3860.002083 = -19289230.398996 nChanged 4 SP:Iteration 65Q (8193.040530 sec): 3 clusters Score: Raw -19293090.586441 + Penalty 3860.002083 = -19289230.584359 nChanged 4 SP:Iteration 66Q (8193.224247 sec): 3 clusters Score: Raw -19293090.799124 + Penalty 3860.002083 = -19289230.797041 nChanged 3 SP:Iteration 67Q (8193.408252 sec): 3 clusters Score: Raw -19293091.293880 + Penalty 3860.002083 = -19289231.291798 nChanged 10 SP:Iteration 68Q (8193.592253 sec): 3 clusters Score: Raw -19293091.971726 + Penalty 3860.002083 = -19289231.969643 nChanged 11 SP:Iteration 69Q (8193.776175 sec): 3 clusters Score: Raw -19293092.641668 + Penalty 3860.002083 = -19289232.639585 nChanged 8 SP:Iteration 70Q (8193.960206 sec): 3 clusters Score: Raw -19293093.334305 + Penalty 3860.002083 = -19289233.332222 nChanged 6 SP:Iteration 71Q (8194.145016 sec): 3 clusters Score: Raw -19293093.900468 + Penalty 3860.002083 = -19289233.898385 nChanged 9 SP:Iteration 72Q (8194.328955 sec): 3 clusters Score: Raw -19293094.609694 + Penalty 3860.002083 = -19289234.607611 nChanged 7 SP:Iteration 73Q (8194.512838 sec): 3 clusters Score: Raw -19293095.188329 + Penalty 3860.002083 = -19289235.186246 nChanged 4 SP:Iteration 74Q (8194.696662 sec): 3 clusters Score: Raw -19293095.478447 + Penalty 3860.002083 = -19289235.476364 nChanged 2 SP:Iteration 75Q (8194.880524 sec): 3 clusters Score: Raw -19293095.646736 + Penalty 3860.002083 = -19289235.644654 nChanged 3 SP:Iteration 76Q (8195.064204 sec): 3 clusters Score: Raw -19293095.758871 + Penalty 3860.002083 = -19289235.756788 nChanged 2 SP:Iteration 77Q (8195.247997 sec): 3 clusters Score: Raw -19293095.863306 + Penalty 3860.002083 = -19289235.861223 nChanged 0 SP:Iteration 78F (8195.468230 sec): 3 clusters Score: Raw -19293095.863306 + Penalty 3860.002083 = -19289235.861223 nChanged 0 Score: Raw -99966516.009444 + Penalty 72694.960115 = -99893821.049329 Splitting cluster 28 changes total score from -99891928.944115 to -99893821.049329 So it's getting split into cluster 33. Trying to split cluster 29 (948 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8210.604557 sec): 2 clusters Score: Raw -119796.113574 + Penalty 1113.832607 = -118682.280968 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8210.610033 sec): 3 clusters Score: Raw -119506.259603 + Penalty 2227.665213 = -117278.594390 nChanged 295 SP:Iteration 1F (8210.615158 sec): 3 clusters Score: Raw -119788.193302 + Penalty 2227.665213 = -117560.528089 nChanged 76 SP:Iteration 2F (8210.620214 sec): 3 clusters Score: Raw -119891.491399 + Penalty 2227.665213 = -117663.826185 nChanged 41 SP:Iteration 3Q (8210.625286 sec): 3 clusters Score: Raw -119942.129186 + Penalty 2227.665213 = -117714.463973 nChanged 30 SP:Iteration 4Q (8210.630312 sec): 3 clusters Score: Raw -119977.001145 + Penalty 2227.665213 = -117749.335932 nChanged 24 SP:Iteration 5Q (8210.635322 sec): 3 clusters Score: Raw -120016.135336 + Penalty 2227.665213 = -117788.470123 nChanged 20 SP:Iteration 6Q (8210.640361 sec): 3 clusters Score: Raw -120035.314984 + Penalty 2227.665213 = -117807.649771 nChanged 17 SP:Iteration 7Q (8210.645381 sec): 3 clusters Score: Raw -120047.670265 + Penalty 2227.665213 = -117820.005052 nChanged 9 SP:Iteration 8Q (8210.650385 sec): 3 clusters Score: Raw -120058.219143 + Penalty 2227.665213 = -117830.553929 nChanged 10 SP:Iteration 9Q (8210.655415 sec): 3 clusters Score: Raw -120069.521722 + Penalty 2227.665213 = -117841.856508 nChanged 11 SP:Iteration 10Q (8210.660400 sec): 3 clusters Score: Raw -120078.440583 + Penalty 2227.665213 = -117850.775369 nChanged 3 SP:Iteration 11Q (8210.665445 sec): 3 clusters Score: Raw -120081.777306 + Penalty 2227.665213 = -117854.112092 nChanged 8 SP:Iteration 12Q (8210.670461 sec): 3 clusters Score: Raw -120087.913700 + Penalty 2227.665213 = -117860.248487 nChanged 7 SP:Iteration 13Q (8210.675481 sec): 3 clusters Score: Raw -120092.823917 + Penalty 2227.665213 = -117865.158704 nChanged 6 SP:Iteration 14Q (8210.680474 sec): 3 clusters Score: Raw -120098.380136 + Penalty 2227.665213 = -117870.714923 nChanged 6 SP:Iteration 15Q (8210.685474 sec): 3 clusters Score: Raw -120103.010463 + Penalty 2227.665213 = -117875.345250 nChanged 9 SP:Iteration 16Q (8210.690434 sec): 3 clusters Score: Raw -120111.074465 + Penalty 2227.665213 = -117883.409252 nChanged 10 SP:Iteration 17Q (8210.695461 sec): 3 clusters Score: Raw -120117.599567 + Penalty 2227.665213 = -117889.934353 nChanged 11 SP:Iteration 18Q (8210.700471 sec): 3 clusters Score: Raw -120126.340687 + Penalty 2227.665213 = -117898.675474 nChanged 10 SP:Iteration 19Q (8210.705461 sec): 3 clusters Score: Raw -120140.102019 + Penalty 2227.665213 = -117912.436806 nChanged 18 SP:Iteration 20F (8210.710521 sec): 3 clusters Score: Raw -120167.276380 + Penalty 2227.665213 = -117939.611167 nChanged 18 SP:Iteration 21Q (8210.715515 sec): 3 clusters Score: Raw -120185.570454 + Penalty 2227.665213 = -117957.905241 nChanged 13 SP:Iteration 22Q (8210.720460 sec): 3 clusters Score: Raw -120202.902074 + Penalty 2227.665213 = -117975.236861 nChanged 14 SP:Iteration 23Q (8210.725429 sec): 3 clusters Score: Raw -120218.430484 + Penalty 2227.665213 = -117990.765271 nChanged 12 SP:Iteration 24Q (8210.730400 sec): 3 clusters Score: Raw -120230.168938 + Penalty 2227.665213 = -118002.503724 nChanged 16 SP:Iteration 25Q (8210.735371 sec): 3 clusters Score: Raw -120251.222379 + Penalty 2227.665213 = -118023.557165 nChanged 14 SP:Iteration 26Q (8210.740346 sec): 3 clusters Score: Raw -120270.390754 + Penalty 2227.665213 = -118042.725540 nChanged 14 SP:Iteration 27Q (8210.745262 sec): 3 clusters Score: Raw -120290.410364 + Penalty 2227.665213 = -118062.745151 nChanged 11 SP:Iteration 28Q (8210.750204 sec): 3 clusters Score: Raw -120306.406561 + Penalty 2227.665213 = -118078.741348 nChanged 5 SP:Iteration 29Q (8210.755136 sec): 3 clusters Score: Raw -120313.717541 + Penalty 2227.665213 = -118086.052328 nChanged 3 SP:Iteration 30Q (8210.760089 sec): 3 clusters Score: Raw -120316.671082 + Penalty 2227.665213 = -118089.005868 nChanged 4 SP:Iteration 31Q (8210.764978 sec): 3 clusters Score: Raw -120319.820754 + Penalty 2227.665213 = -118092.155541 nChanged 2 SP:Iteration 32Q (8210.769907 sec): 3 clusters Score: Raw -120321.537194 + Penalty 2227.665213 = -118093.871981 nChanged 4 SP:Iteration 33Q (8210.774842 sec): 3 clusters Score: Raw -120325.129989 + Penalty 2227.665213 = -118097.464775 nChanged 4 SP:Iteration 34Q (8210.779759 sec): 3 clusters Score: Raw -120327.845095 + Penalty 2227.665213 = -118100.179881 nChanged 3 SP:Iteration 35Q (8210.784681 sec): 3 clusters Score: Raw -120330.283851 + Penalty 2227.665213 = -118102.618638 nChanged 3 SP:Iteration 36Q (8210.789634 sec): 3 clusters Score: Raw -120333.313868 + Penalty 2227.665213 = -118105.648655 nChanged 4 SP:Iteration 37Q (8210.794560 sec): 3 clusters Score: Raw -120336.291794 + Penalty 2227.665213 = -118108.626581 nChanged 4 SP:Iteration 38Q (8210.799489 sec): 3 clusters Score: Raw -120343.350103 + Penalty 2227.665213 = -118115.684890 nChanged 3 SP:Iteration 39Q (8210.804560 sec): 3 clusters Score: Raw -120350.857721 + Penalty 2227.665213 = -118123.192508 nChanged 5 SP:Iteration 40F (8210.809600 sec): 3 clusters Score: Raw -120358.599281 + Penalty 2227.665213 = -118130.934068 nChanged 5 SP:Iteration 41Q (8210.814526 sec): 3 clusters Score: Raw -120364.841889 + Penalty 2227.665213 = -118137.176676 nChanged 3 SP:Iteration 42Q (8210.819436 sec): 3 clusters Score: Raw -120368.888523 + Penalty 2227.665213 = -118141.223310 nChanged 2 SP:Iteration 43Q (8210.824412 sec): 3 clusters Score: Raw -120370.468298 + Penalty 2227.665213 = -118142.803085 nChanged 0 SP:Iteration 44F (8210.829450 sec): 3 clusters Score: Raw -120370.468298 + Penalty 2227.665213 = -118142.803085 nChanged 0 Trying to split cluster 30 (12092 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8210.856427 sec): 2 clusters Score: Raw -1630018.478912 + Penalty 1527.548645 = -1628490.930266 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8210.887794 sec): 3 clusters Score: Raw -1623037.116665 + Penalty 3055.097291 = -1619982.019374 nChanged 5238 SP:Iteration 1F (8210.918409 sec): 3 clusters Score: Raw -1625848.224998 + Penalty 3055.097291 = -1622793.127707 nChanged 705 SP:Iteration 2F (8210.948641 sec): 3 clusters Score: Raw -1626174.263014 + Penalty 3055.097291 = -1623119.165723 nChanged 668 SP:Iteration 3F (8210.979156 sec): 3 clusters Score: Raw -1626503.124333 + Penalty 3055.097291 = -1623448.027042 nChanged 665 SP:Iteration 4F (8211.009533 sec): 3 clusters Score: Raw -1626862.661056 + Penalty 3055.097291 = -1623807.563766 nChanged 658 SP:Iteration 5F (8211.039877 sec): 3 clusters Score: Raw -1627261.521786 + Penalty 3055.097291 = -1624206.424496 nChanged 667 SP:Iteration 6F (8211.070285 sec): 3 clusters Score: Raw -1627680.636365 + Penalty 3055.097291 = -1624625.539074 nChanged 648 SP:Iteration 7F (8211.100636 sec): 3 clusters Score: Raw -1628066.443316 + Penalty 3055.097291 = -1625011.346025 nChanged 608 SP:Iteration 8F (8211.130994 sec): 3 clusters Score: Raw -1628471.069989 + Penalty 3055.097291 = -1625415.972699 nChanged 581 SP:Iteration 9Q (8211.161336 sec): 3 clusters Score: Raw -1628843.668145 + Penalty 3055.097291 = -1625788.570855 nChanged 523 SP:Iteration 10Q (8211.191660 sec): 3 clusters Score: Raw -1629182.068025 + Penalty 3055.097291 = -1626126.970735 nChanged 401 SP:Iteration 11Q (8211.221896 sec): 3 clusters Score: Raw -1629377.650102 + Penalty 3055.097291 = -1626322.552811 nChanged 308 SP:Iteration 12Q (8211.252031 sec): 3 clusters Score: Raw -1629489.697625 + Penalty 3055.097291 = -1626434.600334 nChanged 224 SP:Iteration 13Q (8211.282038 sec): 3 clusters Score: Raw -1629545.056685 + Penalty 3055.097291 = -1626489.959394 nChanged 130 SP:Iteration 14Q (8211.311916 sec): 3 clusters Score: Raw -1629574.768368 + Penalty 3055.097291 = -1626519.671078 nChanged 96 SP:Iteration 15Q (8211.341784 sec): 3 clusters Score: Raw -1629590.617049 + Penalty 3055.097291 = -1626535.519758 nChanged 72 SP:Iteration 16Q (8211.371605 sec): 3 clusters Score: Raw -1629601.827510 + Penalty 3055.097291 = -1626546.730219 nChanged 55 SP:Iteration 17Q (8211.401483 sec): 3 clusters Score: Raw -1629609.387108 + Penalty 3055.097291 = -1626554.289817 nChanged 36 SP:Iteration 18Q (8211.431284 sec): 3 clusters Score: Raw -1629613.274281 + Penalty 3055.097291 = -1626558.176990 nChanged 30 SP:Iteration 19Q (8211.491890 sec): 3 clusters Score: Raw -1629616.448398 + Penalty 3055.097291 = -1626561.351107 nChanged 27 SP:Iteration 20F (8211.522620 sec): 3 clusters Score: Raw -1629619.945221 + Penalty 3055.097291 = -1626564.847930 nChanged 29 SP:Iteration 21Q (8211.552762 sec): 3 clusters Score: Raw -1629623.021090 + Penalty 3055.097291 = -1626567.923799 nChanged 21 SP:Iteration 22Q (8211.583097 sec): 3 clusters Score: Raw -1629625.168059 + Penalty 3055.097291 = -1626570.070768 nChanged 24 SP:Iteration 23Q (8211.613348 sec): 3 clusters Score: Raw -1629627.704095 + Penalty 3055.097291 = -1626572.606804 nChanged 21 SP:Iteration 24Q (8211.643510 sec): 3 clusters Score: Raw -1629630.188712 + Penalty 3055.097291 = -1626575.091422 nChanged 18 SP:Iteration 25Q (8211.673350 sec): 3 clusters Score: Raw -1629632.003841 + Penalty 3055.097291 = -1626576.906550 nChanged 13 SP:Iteration 26Q (8211.703361 sec): 3 clusters Score: Raw -1629633.538344 + Penalty 3055.097291 = -1626578.441053 nChanged 12 SP:Iteration 27Q (8211.733375 sec): 3 clusters Score: Raw -1629634.338197 + Penalty 3055.097291 = -1626579.240907 nChanged 4 SP:Iteration 28Q (8211.763031 sec): 3 clusters Score: Raw -1629634.551725 + Penalty 3055.097291 = -1626579.454434 nChanged 1 SP:Iteration 29Q (8211.792941 sec): 3 clusters Score: Raw -1629634.593665 + Penalty 3055.097291 = -1626579.496375 nChanged 2 SP:Iteration 30Q (8211.823179 sec): 3 clusters Score: Raw -1629634.755310 + Penalty 3055.097291 = -1626579.658020 nChanged 3 SP:Iteration 31Q (8211.853052 sec): 3 clusters Score: Raw -1629634.959069 + Penalty 3055.097291 = -1626579.861779 nChanged 3 SP:Iteration 32Q (8211.882821 sec): 3 clusters Score: Raw -1629635.335727 + Penalty 3055.097291 = -1626580.238436 nChanged 5 SP:Iteration 33Q (8211.912637 sec): 3 clusters Score: Raw -1629635.728436 + Penalty 3055.097291 = -1626580.631145 nChanged 4 SP:Iteration 34Q (8211.942354 sec): 3 clusters Score: Raw -1629636.027004 + Penalty 3055.097291 = -1626580.929713 nChanged 3 SP:Iteration 35Q (8211.972401 sec): 3 clusters Score: Raw -1629636.139714 + Penalty 3055.097291 = -1626581.042424 nChanged 1 SP:Iteration 36Q (8212.002128 sec): 3 clusters Score: Raw -1629636.184597 + Penalty 3055.097291 = -1626581.087306 nChanged 1 SP:Iteration 37Q (8212.032144 sec): 3 clusters Score: Raw -1629636.294157 + Penalty 3055.097291 = -1626581.196866 nChanged 1 SP:Iteration 38Q (8212.061965 sec): 3 clusters Score: Raw -1629636.388677 + Penalty 3055.097291 = -1626581.291387 nChanged 0 SP:Iteration 39F (8212.092324 sec): 3 clusters Score: Raw -1629636.388677 + Penalty 3055.097291 = -1626581.291387 nChanged 0 Trying to split cluster 31 (15367 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8212.121559 sec): 2 clusters Score: Raw -2046790.495338 + Penalty 1566.496365 = -2045223.998973 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8212.157816 sec): 3 clusters Score: Raw -2037724.741592 + Penalty 3132.992730 = -2034591.748862 nChanged 6828 SP:Iteration 1F (8212.192253 sec): 3 clusters Score: Raw -2041372.745123 + Penalty 3132.992730 = -2038239.752392 nChanged 812 SP:Iteration 2F (8212.227532 sec): 3 clusters Score: Raw -2041696.462884 + Penalty 3132.992730 = -2038563.470154 nChanged 741 SP:Iteration 3Q (8212.262858 sec): 3 clusters Score: Raw -2042082.742492 + Penalty 3132.992730 = -2038949.749761 nChanged 899 SP:Iteration 4F (8212.297551 sec): 3 clusters Score: Raw -2042762.649733 + Penalty 3132.992730 = -2039629.657003 nChanged 1164 SP:Iteration 5F (8212.332037 sec): 3 clusters Score: Raw -2043846.508070 + Penalty 3132.992730 = -2040713.515340 nChanged 1378 SP:Iteration 6F (8212.366589 sec): 3 clusters Score: Raw -2045135.810879 + Penalty 3132.992730 = -2042002.818148 nChanged 1223 SP:Iteration 7F (8212.401241 sec): 3 clusters Score: Raw -2046242.271329 + Penalty 3132.992730 = -2043109.278599 nChanged 962 SP:Iteration 8F (8212.435982 sec): 3 clusters Score: Raw -2046972.229824 + Penalty 3132.992730 = -2043839.237094 nChanged 612 SP:Iteration 9Q (8212.470928 sec): 3 clusters Score: Raw -2047383.942380 + Penalty 3132.992730 = -2044250.949649 nChanged 407 SP:Iteration 10Q (8212.537626 sec): 3 clusters Score: Raw -2047611.856595 + Penalty 3132.992730 = -2044478.863864 nChanged 265 SP:Iteration 11Q (8212.571431 sec): 3 clusters Score: Raw -2047737.528736 + Penalty 3132.992730 = -2044604.536006 nChanged 175 SP:Iteration 12Q (8212.605744 sec): 3 clusters Score: Raw -2047807.029090 + Penalty 3132.992730 = -2044674.036360 nChanged 134 SP:Iteration 13Q (8212.639719 sec): 3 clusters Score: Raw -2047854.681403 + Penalty 3132.992730 = -2044721.688673 nChanged 112 SP:Iteration 14Q (8212.673652 sec): 3 clusters Score: Raw -2047892.410318 + Penalty 3132.992730 = -2044759.417588 nChanged 95 SP:Iteration 15Q (8212.707256 sec): 3 clusters Score: Raw -2047919.296848 + Penalty 3132.992730 = -2044786.304117 nChanged 84 SP:Iteration 16Q (8212.741042 sec): 3 clusters Score: Raw -2047939.292833 + Penalty 3132.992730 = -2044806.300102 nChanged 74 SP:Iteration 17Q (8212.774479 sec): 3 clusters Score: Raw -2047956.925616 + Penalty 3132.992730 = -2044823.932885 nChanged 70 SP:Iteration 18Q (8212.807874 sec): 3 clusters Score: Raw -2047972.796119 + Penalty 3132.992730 = -2044839.803389 nChanged 59 SP:Iteration 19Q (8212.841119 sec): 3 clusters Score: Raw -2047989.100137 + Penalty 3132.992730 = -2044856.107407 nChanged 64 SP:Iteration 20F (8212.875857 sec): 3 clusters Score: Raw -2048006.346193 + Penalty 3132.992730 = -2044873.353462 nChanged 67 SP:Iteration 21Q (8212.908928 sec): 3 clusters Score: Raw -2048025.593197 + Penalty 3132.992730 = -2044892.600466 nChanged 65 SP:Iteration 22Q (8212.942074 sec): 3 clusters Score: Raw -2048040.210589 + Penalty 3132.992730 = -2044907.217859 nChanged 46 SP:Iteration 23Q (8212.975003 sec): 3 clusters Score: Raw -2048049.391653 + Penalty 3132.992730 = -2044916.398923 nChanged 35 SP:Iteration 24Q (8213.007692 sec): 3 clusters Score: Raw -2048056.006846 + Penalty 3132.992730 = -2044923.014116 nChanged 26 SP:Iteration 25Q (8213.040411 sec): 3 clusters Score: Raw -2048061.371568 + Penalty 3132.992730 = -2044928.378838 nChanged 28 SP:Iteration 26Q (8213.073049 sec): 3 clusters Score: Raw -2048068.237850 + Penalty 3132.992730 = -2044935.245120 nChanged 32 SP:Iteration 27Q (8213.105499 sec): 3 clusters Score: Raw -2048078.173646 + Penalty 3132.992730 = -2044945.180915 nChanged 37 SP:Iteration 28Q (8213.138048 sec): 3 clusters Score: Raw -2048089.854962 + Penalty 3132.992730 = -2044956.862231 nChanged 35 SP:Iteration 29Q (8213.170541 sec): 3 clusters Score: Raw -2048097.625300 + Penalty 3132.992730 = -2044964.632569 nChanged 24 SP:Iteration 30Q (8213.203191 sec): 3 clusters Score: Raw -2048101.808286 + Penalty 3132.992730 = -2044968.815555 nChanged 14 SP:Iteration 31Q (8213.235464 sec): 3 clusters Score: Raw -2048104.007206 + Penalty 3132.992730 = -2044971.014475 nChanged 20 SP:Iteration 32Q (8213.267987 sec): 3 clusters Score: Raw -2048107.712285 + Penalty 3132.992730 = -2044974.719554 nChanged 21 SP:Iteration 33Q (8213.300322 sec): 3 clusters Score: Raw -2048110.984811 + Penalty 3132.992730 = -2044977.992080 nChanged 19 SP:Iteration 34Q (8213.332575 sec): 3 clusters Score: Raw -2048114.005554 + Penalty 3132.992730 = -2044981.012823 nChanged 19 SP:Iteration 35Q (8213.364713 sec): 3 clusters Score: Raw -2048117.500393 + Penalty 3132.992730 = -2044984.507663 nChanged 21 SP:Iteration 36Q (8213.396933 sec): 3 clusters Score: Raw -2048121.216029 + Penalty 3132.992730 = -2044988.223298 nChanged 19 SP:Iteration 37Q (8213.428993 sec): 3 clusters Score: Raw -2048124.084009 + Penalty 3132.992730 = -2044991.091279 nChanged 18 SP:Iteration 38Q (8213.461163 sec): 3 clusters Score: Raw -2048126.586410 + Penalty 3132.992730 = -2044993.593679 nChanged 13 SP:Iteration 39Q (8213.493339 sec): 3 clusters Score: Raw -2048128.148157 + Penalty 3132.992730 = -2044995.155426 nChanged 12 SP:Iteration 40F (8213.528105 sec): 3 clusters Score: Raw -2048129.574690 + Penalty 3132.992730 = -2044996.581960 nChanged 11 SP:Iteration 41Q (8213.560233 sec): 3 clusters Score: Raw -2048131.538758 + Penalty 3132.992730 = -2044998.546028 nChanged 10 SP:Iteration 42Q (8213.592337 sec): 3 clusters Score: Raw -2048133.021335 + Penalty 3132.992730 = -2045000.028604 nChanged 12 SP:Iteration 43Q (8213.624340 sec): 3 clusters Score: Raw -2048135.445936 + Penalty 3132.992730 = -2045002.453206 nChanged 15 SP:Iteration 44Q (8213.656261 sec): 3 clusters Score: Raw -2048137.896219 + Penalty 3132.992730 = -2045004.903489 nChanged 7 SP:Iteration 45Q (8213.688369 sec): 3 clusters Score: Raw -2048138.683630 + Penalty 3132.992730 = -2045005.690899 nChanged 7 SP:Iteration 46Q (8213.720371 sec): 3 clusters Score: Raw -2048139.779794 + Penalty 3132.992730 = -2045006.787064 nChanged 4 SP:Iteration 47Q (8213.752243 sec): 3 clusters Score: Raw -2048140.298302 + Penalty 3132.992730 = -2045007.305572 nChanged 3 SP:Iteration 48Q (8213.784229 sec): 3 clusters Score: Raw -2048140.529213 + Penalty 3132.992730 = -2045007.536483 nChanged 4 SP:Iteration 49Q (8213.816240 sec): 3 clusters Score: Raw -2048141.226933 + Penalty 3132.992730 = -2045008.234203 nChanged 7 SP:Iteration 50Q (8213.848140 sec): 3 clusters Score: Raw -2048142.393133 + Penalty 3132.992730 = -2045009.400403 nChanged 9 SP:Iteration 51Q (8213.880069 sec): 3 clusters Score: Raw -2048143.496529 + Penalty 3132.992730 = -2045010.503799 nChanged 6 SP:Iteration 52Q (8213.912153 sec): 3 clusters Score: Raw -2048144.173489 + Penalty 3132.992730 = -2045011.180759 nChanged 4 SP:Iteration 53Q (8213.944311 sec): 3 clusters Score: Raw -2048144.705536 + Penalty 3132.992730 = -2045011.712806 nChanged 4 SP:Iteration 54Q (8213.976309 sec): 3 clusters Score: Raw -2048145.021461 + Penalty 3132.992730 = -2045012.028731 nChanged 1 SP:Iteration 55Q (8214.008340 sec): 3 clusters Score: Raw -2048145.164984 + Penalty 3132.992730 = -2045012.172254 nChanged 2 SP:Iteration 56Q (8214.040272 sec): 3 clusters Score: Raw -2048145.572846 + Penalty 3132.992730 = -2045012.580115 nChanged 2 SP:Iteration 57Q (8214.072294 sec): 3 clusters Score: Raw -2048145.783753 + Penalty 3132.992730 = -2045012.791022 nChanged 3 SP:Iteration 58Q (8214.104334 sec): 3 clusters Score: Raw -2048146.149343 + Penalty 3132.992730 = -2045013.156613 nChanged 2 SP:Iteration 59Q (8214.136509 sec): 3 clusters Score: Raw -2048146.414868 + Penalty 3132.992730 = -2045013.422138 nChanged 5 SP:Iteration 60F (8214.171213 sec): 3 clusters Score: Raw -2048147.386857 + Penalty 3132.992730 = -2045014.394127 nChanged 4 SP:Iteration 61Q (8214.203102 sec): 3 clusters Score: Raw -2048147.955620 + Penalty 3132.992730 = -2045014.962889 nChanged 3 SP:Iteration 62Q (8214.235171 sec): 3 clusters Score: Raw -2048148.314884 + Penalty 3132.992730 = -2045015.322153 nChanged 4 SP:Iteration 63Q (8214.267068 sec): 3 clusters Score: Raw -2048148.766110 + Penalty 3132.992730 = -2045015.773380 nChanged 3 SP:Iteration 64Q (8214.298838 sec): 3 clusters Score: Raw -2048149.169303 + Penalty 3132.992730 = -2045016.176573 nChanged 1 SP:Iteration 65Q (8214.330773 sec): 3 clusters Score: Raw -2048149.312948 + Penalty 3132.992730 = -2045016.320217 nChanged 1 SP:Iteration 66Q (8214.362643 sec): 3 clusters Score: Raw -2048149.357973 + Penalty 3132.992730 = -2045016.365243 nChanged 0 SP:Iteration 67F (8214.397321 sec): 3 clusters Score: Raw -2048149.357973 + Penalty 3132.992730 = -2045016.365243 nChanged 0 Trying to split cluster 32 (15297 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8214.425685 sec): 2 clusters Score: Raw -1806360.685041 + Penalty 1565.754452 = -1804794.930589 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8214.461902 sec): 3 clusters Score: Raw -1797375.711196 + Penalty 3131.508903 = -1794244.202293 nChanged 6798 SP:Iteration 1F (8214.496758 sec): 3 clusters Score: Raw -1801461.416395 + Penalty 3131.508903 = -1798329.907492 nChanged 1099 SP:Iteration 2F (8214.531863 sec): 3 clusters Score: Raw -1802127.672815 + Penalty 3131.508903 = -1798996.163912 nChanged 1110 SP:Iteration 3F (8214.566496 sec): 3 clusters Score: Raw -1802906.135100 + Penalty 3131.508903 = -1799774.626197 nChanged 1092 SP:Iteration 4F (8214.601381 sec): 3 clusters Score: Raw -1803788.369150 + Penalty 3131.508903 = -1800656.860246 nChanged 1008 SP:Iteration 5F (8214.636255 sec): 3 clusters Score: Raw -1804603.830026 + Penalty 3131.508903 = -1801472.321123 nChanged 792 SP:Iteration 6F (8214.671179 sec): 3 clusters Score: Raw -1805278.968494 + Penalty 3131.508903 = -1802147.459591 nChanged 593 SP:Iteration 7Q (8214.706062 sec): 3 clusters Score: Raw -1805758.775475 + Penalty 3131.508903 = -1802627.266572 nChanged 406 SP:Iteration 8Q (8214.739898 sec): 3 clusters Score: Raw -1806069.913829 + Penalty 3131.508903 = -1802938.404926 nChanged 282 SP:Iteration 9Q (8214.773016 sec): 3 clusters Score: Raw -1806265.887449 + Penalty 3131.508903 = -1803134.378546 nChanged 209 SP:Iteration 10Q (8214.805431 sec): 3 clusters Score: Raw -1806406.478700 + Penalty 3131.508903 = -1803274.969797 nChanged 146 SP:Iteration 11Q (8214.837647 sec): 3 clusters Score: Raw -1806494.476029 + Penalty 3131.508903 = -1803362.967126 nChanged 95 SP:Iteration 12Q (8214.869428 sec): 3 clusters Score: Raw -1806554.791069 + Penalty 3131.508903 = -1803423.282165 nChanged 62 SP:Iteration 13Q (8214.900878 sec): 3 clusters Score: Raw -1806592.328574 + Penalty 3131.508903 = -1803460.819671 nChanged 49 SP:Iteration 14Q (8214.932266 sec): 3 clusters Score: Raw -1806617.896369 + Penalty 3131.508903 = -1803486.387466 nChanged 37 SP:Iteration 15Q (8214.963412 sec): 3 clusters Score: Raw -1806637.959534 + Penalty 3131.508903 = -1803506.450631 nChanged 31 SP:Iteration 16Q (8214.994511 sec): 3 clusters Score: Raw -1806655.472754 + Penalty 3131.508903 = -1803523.963851 nChanged 25 SP:Iteration 17Q (8215.025740 sec): 3 clusters Score: Raw -1806667.557621 + Penalty 3131.508903 = -1803536.048718 nChanged 23 SP:Iteration 18Q (8215.056699 sec): 3 clusters Score: Raw -1806678.134415 + Penalty 3131.508903 = -1803546.625512 nChanged 13 SP:Iteration 19Q (8215.095263 sec): 3 clusters Score: Raw -1806684.585982 + Penalty 3131.508903 = -1803553.077079 nChanged 10 SP:Iteration 20F (8215.139069 sec): 3 clusters Score: Raw -1806688.915425 + Penalty 3131.508903 = -1803557.406522 nChanged 5 SP:Iteration 21Q (8215.170986 sec): 3 clusters Score: Raw -1806692.249153 + Penalty 3131.508903 = -1803560.740250 nChanged 6 SP:Iteration 22Q (8215.201936 sec): 3 clusters Score: Raw -1806695.169119 + Penalty 3131.508903 = -1803563.660216 nChanged 3 SP:Iteration 23Q (8215.232771 sec): 3 clusters Score: Raw -1806697.012610 + Penalty 3131.508903 = -1803565.503707 nChanged 4 SP:Iteration 24Q (8215.263753 sec): 3 clusters Score: Raw -1806698.709060 + Penalty 3131.508903 = -1803567.200157 nChanged 4 SP:Iteration 25Q (8215.294757 sec): 3 clusters Score: Raw -1806700.124705 + Penalty 3131.508903 = -1803568.615801 nChanged 2 SP:Iteration 26Q (8215.325584 sec): 3 clusters Score: Raw -1806700.645140 + Penalty 3131.508903 = -1803569.136237 nChanged 1 SP:Iteration 27Q (8215.356461 sec): 3 clusters Score: Raw -1806701.345200 + Penalty 3131.508903 = -1803569.836297 nChanged 0 SP:Iteration 28F (8215.391362 sec): 3 clusters Score: Raw -1806701.345200 + Penalty 3131.508903 = -1803569.836297 nChanged 0 Iteration 179Q (8223.941310 sec): 34 clusters Score: Raw -99967092.072518 + Penalty 72694.960115 = -99894397.112403 nChanged 1625 Iteration 180F (8238.778525 sec): 34 clusters Score: Raw -99967438.620477 + Penalty 72694.960115 = -99894743.660363 nChanged 1588 Iteration 181Q (8245.858749 sec): 34 clusters Score: Raw -99967599.122946 + Penalty 72694.960115 = -99894904.162831 nChanged 1201 Iteration 182Q (8252.921203 sec): 34 clusters Score: Raw -99967705.873067 + Penalty 72694.960115 = -99895010.912952 nChanged 1078 Iteration 183Q (8260.012165 sec): 34 clusters Score: Raw -99967790.571773 + Penalty 72694.960115 = -99895095.611658 nChanged 993 Iteration 184Q (8267.067123 sec): 34 clusters Score: Raw -99967861.235689 + Penalty 72694.960115 = -99895166.275574 nChanged 929 Iteration 185Q (8274.151128 sec): 34 clusters Score: Raw -99967923.020225 + Penalty 72694.960115 = -99895228.060110 nChanged 866 Iteration 186Q (8281.224340 sec): 34 clusters Score: Raw -99967976.771529 + Penalty 72694.960115 = -99895281.811414 nChanged 831 Iteration 187Q (8288.312182 sec): 34 clusters Score: Raw -99968023.597735 + Penalty 72694.960115 = -99895328.637621 nChanged 726 Iteration 188Q (8295.359438 sec): 34 clusters Score: Raw -99968059.023685 + Penalty 72694.960115 = -99895364.063570 nChanged 681 Iteration 189Q (8302.426519 sec): 34 clusters Score: Raw -99968092.992489 + Penalty 72694.960115 = -99895398.032374 nChanged 641 Iteration 190Q (8309.475222 sec): 34 clusters Score: Raw -99968130.868440 + Penalty 72694.960115 = -99895435.908326 nChanged 632 Iteration 191Q (8316.556337 sec): 34 clusters Score: Raw -99968162.547996 + Penalty 72694.960115 = -99895467.587882 nChanged 562 Iteration 192Q (8323.609328 sec): 34 clusters Score: Raw -99968189.427328 + Penalty 72694.960115 = -99895494.467213 nChanged 575 Iteration 193Q (8330.698449 sec): 34 clusters Score: Raw -99968215.435665 + Penalty 72694.960115 = -99895520.475551 nChanged 535 Iteration 194Q (8337.769076 sec): 34 clusters Score: Raw -99968239.029611 + Penalty 72694.960115 = -99895544.069496 nChanged 499 Iteration 195Q (8344.858796 sec): 34 clusters Score: Raw -99968260.001152 + Penalty 72694.960115 = -99895565.041038 nChanged 493 Iteration 196Q (8351.908376 sec): 34 clusters Score: Raw -99968280.461056 + Penalty 72694.960115 = -99895585.500942 nChanged 472 Iteration 197Q (8358.971034 sec): 34 clusters Score: Raw -99968298.496404 + Penalty 72694.960115 = -99895603.536289 nChanged 450 Iteration 198Q (8366.020401 sec): 34 clusters Score: Raw -99968314.839097 + Penalty 72694.960115 = -99895619.878983 nChanged 437 Iteration 199Q (8373.192659 sec): 34 clusters Score: Raw -99968330.933059 + Penalty 72694.960115 = -99895635.972944 nChanged 408 Iteration 200F (8388.028310 sec): 34 clusters Score: Raw -99968346.269574 + Penalty 72694.960115 = -99895651.309460 nChanged 405 Iteration 201Q (8395.133282 sec): 34 clusters Score: Raw -99968362.471468 + Penalty 72694.960115 = -99895667.511353 nChanged 388 Iteration 202Q (8402.194977 sec): 34 clusters Score: Raw -99968374.697218 + Penalty 72694.960115 = -99895679.737103 nChanged 358 Iteration 203Q (8409.274559 sec): 34 clusters Score: Raw -99968386.895219 + Penalty 72694.960115 = -99895691.935104 nChanged 362 Iteration 204Q (8416.340558 sec): 34 clusters Score: Raw -99968398.712200 + Penalty 72694.960115 = -99895703.752085 nChanged 367 Iteration 205Q (8423.444242 sec): 34 clusters Score: Raw -99968411.741885 + Penalty 72694.960115 = -99895716.781770 nChanged 376 Iteration 206Q (8430.503901 sec): 34 clusters Score: Raw -99968428.913408 + Penalty 72694.960115 = -99895733.953294 nChanged 359 Iteration 207Q (8437.582740 sec): 34 clusters Score: Raw -99968442.426666 + Penalty 72694.960115 = -99895747.466551 nChanged 307 Iteration 208Q (8444.643450 sec): 34 clusters Score: Raw -99968454.242053 + Penalty 72694.960115 = -99895759.281938 nChanged 308 Iteration 209Q (8451.719800 sec): 34 clusters Score: Raw -99968467.878658 + Penalty 72694.960115 = -99895772.918544 nChanged 296 Iteration 210Q (8458.791503 sec): 34 clusters Score: Raw -99968479.147640 + Penalty 72694.960115 = -99895784.187526 nChanged 279 Iteration 211Q (8465.890870 sec): 34 clusters Score: Raw -99968488.633808 + Penalty 72694.960115 = -99895793.673694 nChanged 266 Iteration 212Q (8472.955953 sec): 34 clusters Score: Raw -99968497.769950 + Penalty 72694.960115 = -99895802.809836 nChanged 238 Iteration 213Q (8480.052105 sec): 34 clusters Score: Raw -99968504.837971 + Penalty 72694.960115 = -99895809.877856 nChanged 236 Iteration 214Q (8487.111142 sec): 34 clusters Score: Raw -99968514.202355 + Penalty 72694.960115 = -99895819.242240 nChanged 264 Iteration 215Q (8494.187486 sec): 34 clusters Score: Raw -99968525.635566 + Penalty 72694.960115 = -99895830.675451 nChanged 247 Iteration 216Q (8501.268894 sec): 34 clusters Score: Raw -99968533.791971 + Penalty 72694.960115 = -99895838.831856 nChanged 253 Iteration 217Q (8508.346841 sec): 34 clusters Score: Raw -99968542.622609 + Penalty 72694.960115 = -99895847.662495 nChanged 248 Iteration 218Q (8515.405945 sec): 34 clusters Score: Raw -99968551.601827 + Penalty 72694.960115 = -99895856.641712 nChanged 233 Writing temp clu file Because OldScore, -99895847.662495, is greater than current (better) Score,-99895856.641712 Compute initial score before splitting: Score: Raw -99968551.601827 + Penalty 72694.960115 = -99895856.641712 Trying to split cluster 1 (4663 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8515.558096 sec): 2 clusters Score: Raw -620487.156565 + Penalty 1372.704823 = -619114.451741 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8515.578675 sec): 3 clusters Score: Raw -618036.548130 + Penalty 2745.409646 = -615291.138483 nChanged 1917 SP:Iteration 1F (8515.598985 sec): 3 clusters Score: Raw -619070.853855 + Penalty 2745.409646 = -616325.444209 nChanged 321 SP:Iteration 2F (8515.619216 sec): 3 clusters Score: Raw -619234.129896 + Penalty 2745.409646 = -616488.720250 nChanged 236 SP:Iteration 3F (8515.639451 sec): 3 clusters Score: Raw -619369.637685 + Penalty 2745.409646 = -616624.228039 nChanged 205 SP:Iteration 4Q (8515.659851 sec): 3 clusters Score: Raw -619467.366379 + Penalty 2745.409646 = -616721.956733 nChanged 169 SP:Iteration 5Q (8515.680210 sec): 3 clusters Score: Raw -619568.108782 + Penalty 2745.409646 = -616822.699136 nChanged 192 SP:Iteration 6Q (8515.700529 sec): 3 clusters Score: Raw -619681.083765 + Penalty 2745.409646 = -616935.674119 nChanged 177 SP:Iteration 7Q (8515.720421 sec): 3 clusters Score: Raw -619783.074355 + Penalty 2745.409646 = -617037.664709 nChanged 178 SP:Iteration 8Q (8515.740687 sec): 3 clusters Score: Raw -619890.406639 + Penalty 2745.409646 = -617144.996993 nChanged 172 SP:Iteration 9Q (8515.760825 sec): 3 clusters Score: Raw -619993.886130 + Penalty 2745.409646 = -617248.476483 nChanged 182 SP:Iteration 10Q (8515.780920 sec): 3 clusters Score: Raw -620114.080119 + Penalty 2745.409646 = -617368.670473 nChanged 177 SP:Iteration 11Q (8515.800916 sec): 3 clusters Score: Raw -620239.872416 + Penalty 2745.409646 = -617494.462769 nChanged 173 SP:Iteration 12Q (8515.820848 sec): 3 clusters Score: Raw -620359.463588 + Penalty 2745.409646 = -617614.053942 nChanged 140 SP:Iteration 13Q (8515.840691 sec): 3 clusters Score: Raw -620466.778310 + Penalty 2745.409646 = -617721.368664 nChanged 117 SP:Iteration 14Q (8515.860488 sec): 3 clusters Score: Raw -620542.629808 + Penalty 2745.409646 = -617797.220162 nChanged 97 SP:Iteration 15Q (8515.880497 sec): 3 clusters Score: Raw -620609.995301 + Penalty 2745.409646 = -617864.585655 nChanged 72 SP:Iteration 16Q (8515.900201 sec): 3 clusters Score: Raw -620663.367001 + Penalty 2745.409646 = -617917.957355 nChanged 58 SP:Iteration 17Q (8515.919770 sec): 3 clusters Score: Raw -620703.996846 + Penalty 2745.409646 = -617958.587200 nChanged 44 SP:Iteration 18Q (8515.939508 sec): 3 clusters Score: Raw -620741.428653 + Penalty 2745.409646 = -617996.019007 nChanged 35 SP:Iteration 19Q (8515.958676 sec): 3 clusters Score: Raw -620770.655253 + Penalty 2745.409646 = -618025.245606 nChanged 23 SP:Iteration 20F (8515.978991 sec): 3 clusters Score: Raw -620790.536661 + Penalty 2745.409646 = -618045.127014 nChanged 21 SP:Iteration 21Q (8515.998418 sec): 3 clusters Score: Raw -620808.353008 + Penalty 2745.409646 = -618062.943362 nChanged 20 SP:Iteration 22Q (8516.017821 sec): 3 clusters Score: Raw -620827.532199 + Penalty 2745.409646 = -618082.122552 nChanged 17 SP:Iteration 23Q (8516.037106 sec): 3 clusters Score: Raw -620841.781011 + Penalty 2745.409646 = -618096.371365 nChanged 11 SP:Iteration 24Q (8516.056485 sec): 3 clusters Score: Raw -620850.244227 + Penalty 2745.409646 = -618104.834581 nChanged 12 SP:Iteration 25Q (8516.075426 sec): 3 clusters Score: Raw -620860.643749 + Penalty 2745.409646 = -618115.234103 nChanged 7 SP:Iteration 26Q (8516.094635 sec): 3 clusters Score: Raw -620866.529169 + Penalty 2745.409646 = -618121.119523 nChanged 7 SP:Iteration 27Q (8516.113816 sec): 3 clusters Score: Raw -620870.128339 + Penalty 2745.409646 = -618124.718693 nChanged 1 SP:Iteration 28Q (8516.132909 sec): 3 clusters Score: Raw -620871.193155 + Penalty 2745.409646 = -618125.783509 nChanged 1 SP:Iteration 29Q (8516.152078 sec): 3 clusters Score: Raw -620871.788693 + Penalty 2745.409646 = -618126.379047 nChanged 1 SP:Iteration 30Q (8516.171273 sec): 3 clusters Score: Raw -620873.016576 + Penalty 2745.409646 = -618127.606929 nChanged 0 SP:Iteration 31F (8516.191242 sec): 3 clusters Score: Raw -620873.016576 + Penalty 2745.409646 = -618127.606929 nChanged 0 Trying to split cluster 2 (7247 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8516.212348 sec): 2 clusters Score: Raw -927200.151226 + Penalty 1444.355716 = -925755.795509 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8516.236799 sec): 3 clusters Score: Raw -923309.975996 + Penalty 2888.711432 = -920421.264563 nChanged 2924 SP:Iteration 1F (8516.260427 sec): 3 clusters Score: Raw -924969.736163 + Penalty 2888.711432 = -922081.024730 nChanged 493 SP:Iteration 2F (8516.284570 sec): 3 clusters Score: Raw -925197.119189 + Penalty 2888.711432 = -922308.407756 nChanged 364 SP:Iteration 3F (8516.308699 sec): 3 clusters Score: Raw -925349.489306 + Penalty 2888.711432 = -922460.777874 nChanged 282 SP:Iteration 4Q (8516.332810 sec): 3 clusters Score: Raw -925463.583785 + Penalty 2888.711432 = -922574.872352 nChanged 241 SP:Iteration 5Q (8516.356709 sec): 3 clusters Score: Raw -925565.790216 + Penalty 2888.711432 = -922677.078783 nChanged 242 SP:Iteration 6Q (8516.380637 sec): 3 clusters Score: Raw -925666.087890 + Penalty 2888.711432 = -922777.376458 nChanged 229 SP:Iteration 7Q (8516.404785 sec): 3 clusters Score: Raw -925770.123722 + Penalty 2888.711432 = -922881.412289 nChanged 245 SP:Iteration 8Q (8516.428669 sec): 3 clusters Score: Raw -925885.354509 + Penalty 2888.711432 = -922996.643076 nChanged 233 SP:Iteration 9Q (8516.452690 sec): 3 clusters Score: Raw -926000.753352 + Penalty 2888.711432 = -923112.041919 nChanged 240 SP:Iteration 10Q (8516.476554 sec): 3 clusters Score: Raw -926114.329959 + Penalty 2888.711432 = -923225.618526 nChanged 205 SP:Iteration 11Q (8516.500395 sec): 3 clusters Score: Raw -926198.096083 + Penalty 2888.711432 = -923309.384650 nChanged 170 SP:Iteration 12Q (8516.524341 sec): 3 clusters Score: Raw -926277.391554 + Penalty 2888.711432 = -923388.680122 nChanged 174 SP:Iteration 13Q (8516.548149 sec): 3 clusters Score: Raw -926370.532919 + Penalty 2888.711432 = -923481.821486 nChanged 159 SP:Iteration 14Q (8516.571958 sec): 3 clusters Score: Raw -926455.244880 + Penalty 2888.711432 = -923566.533448 nChanged 155 SP:Iteration 15Q (8516.595947 sec): 3 clusters Score: Raw -926541.562855 + Penalty 2888.711432 = -923652.851423 nChanged 145 SP:Iteration 16Q (8516.619569 sec): 3 clusters Score: Raw -926628.414366 + Penalty 2888.711432 = -923739.702933 nChanged 153 SP:Iteration 17Q (8516.643241 sec): 3 clusters Score: Raw -926732.234573 + Penalty 2888.711432 = -923843.523140 nChanged 140 SP:Iteration 18Q (8516.666759 sec): 3 clusters Score: Raw -926826.913202 + Penalty 2888.711432 = -923938.201770 nChanged 131 SP:Iteration 19Q (8516.690277 sec): 3 clusters Score: Raw -926892.532224 + Penalty 2888.711432 = -924003.820791 nChanged 102 SP:Iteration 20F (8516.713991 sec): 3 clusters Score: Raw -926942.620555 + Penalty 2888.711432 = -924053.909122 nChanged 82 SP:Iteration 21Q (8516.737142 sec): 3 clusters Score: Raw -926979.745688 + Penalty 2888.711432 = -924091.034256 nChanged 78 SP:Iteration 22Q (8516.760257 sec): 3 clusters Score: Raw -927013.098375 + Penalty 2888.711432 = -924124.386943 nChanged 63 SP:Iteration 23Q (8516.783364 sec): 3 clusters Score: Raw -927042.933090 + Penalty 2888.711432 = -924154.221657 nChanged 50 SP:Iteration 24Q (8516.806623 sec): 3 clusters Score: Raw -927062.563174 + Penalty 2888.711432 = -924173.851742 nChanged 44 SP:Iteration 25Q (8516.829612 sec): 3 clusters Score: Raw -927086.209693 + Penalty 2888.711432 = -924197.498261 nChanged 56 SP:Iteration 26Q (8516.852631 sec): 3 clusters Score: Raw -927108.915620 + Penalty 2888.711432 = -924220.204187 nChanged 43 SP:Iteration 27Q (8516.875422 sec): 3 clusters Score: Raw -927128.259990 + Penalty 2888.711432 = -924239.548558 nChanged 50 SP:Iteration 28Q (8516.898319 sec): 3 clusters Score: Raw -927148.983556 + Penalty 2888.711432 = -924260.272124 nChanged 44 SP:Iteration 29Q (8516.921286 sec): 3 clusters Score: Raw -927163.555039 + Penalty 2888.711432 = -924274.843606 nChanged 41 SP:Iteration 30Q (8516.944187 sec): 3 clusters Score: Raw -927176.183149 + Penalty 2888.711432 = -924287.471717 nChanged 25 SP:Iteration 31Q (8516.967110 sec): 3 clusters Score: Raw -927182.907143 + Penalty 2888.711432 = -924294.195710 nChanged 27 SP:Iteration 32Q (8516.989812 sec): 3 clusters Score: Raw -927192.203275 + Penalty 2888.711432 = -924303.491843 nChanged 28 SP:Iteration 33Q (8517.012829 sec): 3 clusters Score: Raw -927202.924314 + Penalty 2888.711432 = -924314.212882 nChanged 22 SP:Iteration 34Q (8517.035332 sec): 3 clusters Score: Raw -927208.920704 + Penalty 2888.711432 = -924320.209271 nChanged 21 SP:Iteration 35Q (8517.058024 sec): 3 clusters Score: Raw -927214.553800 + Penalty 2888.711432 = -924325.842368 nChanged 17 SP:Iteration 36Q (8517.080848 sec): 3 clusters Score: Raw -927218.694188 + Penalty 2888.711432 = -924329.982755 nChanged 14 SP:Iteration 37Q (8517.103448 sec): 3 clusters Score: Raw -927222.312888 + Penalty 2888.711432 = -924333.601456 nChanged 16 SP:Iteration 38Q (8517.126130 sec): 3 clusters Score: Raw -927225.996645 + Penalty 2888.711432 = -924337.285213 nChanged 10 SP:Iteration 39Q (8517.148797 sec): 3 clusters Score: Raw -927228.389720 + Penalty 2888.711432 = -924339.678288 nChanged 8 SP:Iteration 40F (8517.173004 sec): 3 clusters Score: Raw -927231.158218 + Penalty 2888.711432 = -924342.446785 nChanged 17 SP:Iteration 41Q (8517.195656 sec): 3 clusters Score: Raw -927237.024792 + Penalty 2888.711432 = -924348.313359 nChanged 18 SP:Iteration 42Q (8517.218274 sec): 3 clusters Score: Raw -927245.430092 + Penalty 2888.711432 = -924356.718659 nChanged 17 SP:Iteration 43Q (8517.240760 sec): 3 clusters Score: Raw -927251.961858 + Penalty 2888.711432 = -924363.250426 nChanged 18 SP:Iteration 44Q (8517.263264 sec): 3 clusters Score: Raw -927258.205901 + Penalty 2888.711432 = -924369.494468 nChanged 16 SP:Iteration 45Q (8517.285975 sec): 3 clusters Score: Raw -927264.034157 + Penalty 2888.711432 = -924375.322725 nChanged 20 SP:Iteration 46Q (8517.308700 sec): 3 clusters Score: Raw -927271.143030 + Penalty 2888.711432 = -924382.431597 nChanged 20 SP:Iteration 47Q (8517.331092 sec): 3 clusters Score: Raw -927277.636660 + Penalty 2888.711432 = -924388.925227 nChanged 15 SP:Iteration 48Q (8517.353751 sec): 3 clusters Score: Raw -927281.069705 + Penalty 2888.711432 = -924392.358273 nChanged 7 SP:Iteration 49Q (8517.376300 sec): 3 clusters Score: Raw -927282.995568 + Penalty 2888.711432 = -924394.284135 nChanged 7 SP:Iteration 50Q (8517.398916 sec): 3 clusters Score: Raw -927285.423495 + Penalty 2888.711432 = -924396.712062 nChanged 14 SP:Iteration 51Q (8517.421451 sec): 3 clusters Score: Raw -927289.785903 + Penalty 2888.711432 = -924401.074471 nChanged 20 SP:Iteration 52Q (8517.443958 sec): 3 clusters Score: Raw -927296.134259 + Penalty 2888.711432 = -924407.422827 nChanged 22 SP:Iteration 53Q (8517.466353 sec): 3 clusters Score: Raw -927305.441986 + Penalty 2888.711432 = -924416.730553 nChanged 23 SP:Iteration 54Q (8517.488792 sec): 3 clusters Score: Raw -927314.941149 + Penalty 2888.711432 = -924426.229717 nChanged 27 SP:Iteration 55Q (8517.511259 sec): 3 clusters Score: Raw -927322.136138 + Penalty 2888.711432 = -924433.424705 nChanged 13 SP:Iteration 56Q (8517.533585 sec): 3 clusters Score: Raw -927326.821161 + Penalty 2888.711432 = -924438.109729 nChanged 14 SP:Iteration 57Q (8517.555836 sec): 3 clusters Score: Raw -927332.212160 + Penalty 2888.711432 = -924443.500727 nChanged 22 SP:Iteration 58Q (8517.578209 sec): 3 clusters Score: Raw -927339.257743 + Penalty 2888.711432 = -924450.546311 nChanged 29 SP:Iteration 59Q (8517.600464 sec): 3 clusters Score: Raw -927351.663851 + Penalty 2888.711432 = -924462.952418 nChanged 27 SP:Iteration 60F (8517.624303 sec): 3 clusters Score: Raw -927364.128640 + Penalty 2888.711432 = -924475.417208 nChanged 34 SP:Iteration 61Q (8517.646619 sec): 3 clusters Score: Raw -927377.715818 + Penalty 2888.711432 = -924489.004385 nChanged 28 SP:Iteration 62Q (8517.669053 sec): 3 clusters Score: Raw -927390.372747 + Penalty 2888.711432 = -924501.661314 nChanged 32 SP:Iteration 63Q (8517.691328 sec): 3 clusters Score: Raw -927405.197281 + Penalty 2888.711432 = -924516.485848 nChanged 28 SP:Iteration 64Q (8517.713629 sec): 3 clusters Score: Raw -927415.147230 + Penalty 2888.711432 = -924526.435797 nChanged 24 SP:Iteration 65Q (8517.735753 sec): 3 clusters Score: Raw -927422.888818 + Penalty 2888.711432 = -924534.177385 nChanged 19 SP:Iteration 66Q (8517.757801 sec): 3 clusters Score: Raw -927429.396988 + Penalty 2888.711432 = -924540.685556 nChanged 16 SP:Iteration 67Q (8517.779877 sec): 3 clusters Score: Raw -927435.380839 + Penalty 2888.711432 = -924546.669406 nChanged 12 SP:Iteration 68Q (8517.802116 sec): 3 clusters Score: Raw -927439.755228 + Penalty 2888.711432 = -924551.043796 nChanged 12 SP:Iteration 69Q (8517.824175 sec): 3 clusters Score: Raw -927445.430589 + Penalty 2888.711432 = -924556.719156 nChanged 14 SP:Iteration 70Q (8517.846363 sec): 3 clusters Score: Raw -927450.657232 + Penalty 2888.711432 = -924561.945800 nChanged 11 SP:Iteration 71Q (8517.868411 sec): 3 clusters Score: Raw -927454.411355 + Penalty 2888.711432 = -924565.699923 nChanged 5 SP:Iteration 72Q (8517.890560 sec): 3 clusters Score: Raw -927456.207989 + Penalty 2888.711432 = -924567.496557 nChanged 5 SP:Iteration 73Q (8517.912756 sec): 3 clusters Score: Raw -927457.265418 + Penalty 2888.711432 = -924568.553986 nChanged 1 SP:Iteration 74Q (8517.934971 sec): 3 clusters Score: Raw -927457.390238 + Penalty 2888.711432 = -924568.678805 nChanged 1 SP:Iteration 75Q (8517.957366 sec): 3 clusters Score: Raw -927457.672175 + Penalty 2888.711432 = -924568.960743 nChanged 4 SP:Iteration 76Q (8517.979768 sec): 3 clusters Score: Raw -927458.616430 + Penalty 2888.711432 = -924569.904997 nChanged 4 SP:Iteration 77Q (8518.001786 sec): 3 clusters Score: Raw -927459.905844 + Penalty 2888.711432 = -924571.194411 nChanged 3 SP:Iteration 78Q (8518.023818 sec): 3 clusters Score: Raw -927460.994603 + Penalty 2888.711432 = -924572.283171 nChanged 7 SP:Iteration 79Q (8518.046001 sec): 3 clusters Score: Raw -927462.551366 + Penalty 2888.711432 = -924573.839934 nChanged 3 SP:Iteration 80F (8518.069825 sec): 3 clusters Score: Raw -927463.285554 + Penalty 2888.711432 = -924574.574121 nChanged 5 SP:Iteration 81Q (8518.091836 sec): 3 clusters Score: Raw -927464.197029 + Penalty 2888.711432 = -924575.485596 nChanged 3 SP:Iteration 82Q (8518.113819 sec): 3 clusters Score: Raw -927465.006055 + Penalty 2888.711432 = -924576.294622 nChanged 4 SP:Iteration 83Q (8518.136023 sec): 3 clusters Score: Raw -927466.170987 + Penalty 2888.711432 = -924577.459554 nChanged 2 SP:Iteration 84Q (8518.158361 sec): 3 clusters Score: Raw -927466.697381 + Penalty 2888.711432 = -924577.985949 nChanged 2 SP:Iteration 85Q (8518.180432 sec): 3 clusters Score: Raw -927466.969478 + Penalty 2888.711432 = -924578.258046 nChanged 2 SP:Iteration 86Q (8518.202559 sec): 3 clusters Score: Raw -927467.691853 + Penalty 2888.711432 = -924578.980421 nChanged 2 SP:Iteration 87Q (8518.224581 sec): 3 clusters Score: Raw -927468.174894 + Penalty 2888.711432 = -924579.463462 nChanged 0 SP:Iteration 88F (8518.248354 sec): 3 clusters Score: Raw -927468.174894 + Penalty 2888.711432 = -924579.463462 nChanged 0 Trying to split cluster 3 (11096 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8518.273098 sec): 2 clusters Score: Raw -1504431.955540 + Penalty 1513.580244 = -1502918.375297 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8518.302994 sec): 3 clusters Score: Raw -1498027.444577 + Penalty 3027.160488 = -1495000.284089 nChanged 4784 SP:Iteration 1F (8518.355438 sec): 3 clusters Score: Raw -1500517.992610 + Penalty 3027.160488 = -1497490.832123 nChanged 652 SP:Iteration 2F (8518.403333 sec): 3 clusters Score: Raw -1500762.726063 + Penalty 3027.160488 = -1497735.565575 nChanged 488 SP:Iteration 3Q (8518.432556 sec): 3 clusters Score: Raw -1500942.325884 + Penalty 3027.160488 = -1497915.165397 nChanged 478 SP:Iteration 4Q (8518.462077 sec): 3 clusters Score: Raw -1501137.492480 + Penalty 3027.160488 = -1498110.331992 nChanged 498 SP:Iteration 5Q (8518.491265 sec): 3 clusters Score: Raw -1501369.017416 + Penalty 3027.160488 = -1498341.856928 nChanged 530 SP:Iteration 6Q (8518.520427 sec): 3 clusters Score: Raw -1501679.841418 + Penalty 3027.160488 = -1498652.680930 nChanged 604 SP:Iteration 7F (8518.549746 sec): 3 clusters Score: Raw -1502068.749781 + Penalty 3027.160488 = -1499041.589293 nChanged 627 SP:Iteration 8F (8518.578752 sec): 3 clusters Score: Raw -1502476.706211 + Penalty 3027.160488 = -1499449.545723 nChanged 624 SP:Iteration 9F (8518.607556 sec): 3 clusters Score: Raw -1502902.476512 + Penalty 3027.160488 = -1499875.316024 nChanged 592 SP:Iteration 10F (8518.636349 sec): 3 clusters Score: Raw -1503334.052309 + Penalty 3027.160488 = -1500306.891821 nChanged 534 SP:Iteration 11Q (8518.665493 sec): 3 clusters Score: Raw -1503751.360508 + Penalty 3027.160488 = -1500724.200020 nChanged 462 SP:Iteration 12Q (8518.694323 sec): 3 clusters Score: Raw -1504110.319599 + Penalty 3027.160488 = -1501083.159111 nChanged 380 SP:Iteration 13Q (8518.723295 sec): 3 clusters Score: Raw -1504379.224031 + Penalty 3027.160488 = -1501352.063543 nChanged 289 SP:Iteration 14Q (8518.751698 sec): 3 clusters Score: Raw -1504530.222487 + Penalty 3027.160488 = -1501503.061999 nChanged 201 SP:Iteration 15Q (8518.779672 sec): 3 clusters Score: Raw -1504626.479400 + Penalty 3027.160488 = -1501599.318913 nChanged 158 SP:Iteration 16Q (8518.807476 sec): 3 clusters Score: Raw -1504694.181920 + Penalty 3027.160488 = -1501667.021432 nChanged 111 SP:Iteration 17Q (8518.834990 sec): 3 clusters Score: Raw -1504748.606540 + Penalty 3027.160488 = -1501721.446053 nChanged 107 SP:Iteration 18Q (8518.862371 sec): 3 clusters Score: Raw -1504802.931400 + Penalty 3027.160488 = -1501775.770913 nChanged 96 SP:Iteration 19Q (8518.889778 sec): 3 clusters Score: Raw -1504842.543881 + Penalty 3027.160488 = -1501815.383394 nChanged 78 SP:Iteration 20F (8518.918562 sec): 3 clusters Score: Raw -1504875.198876 + Penalty 3027.160488 = -1501848.038388 nChanged 57 SP:Iteration 21Q (8518.945577 sec): 3 clusters Score: Raw -1504900.118264 + Penalty 3027.160488 = -1501872.957776 nChanged 69 SP:Iteration 22Q (8518.972536 sec): 3 clusters Score: Raw -1504927.946352 + Penalty 3027.160488 = -1501900.785865 nChanged 62 SP:Iteration 23Q (8519.000022 sec): 3 clusters Score: Raw -1504950.831454 + Penalty 3027.160488 = -1501923.670966 nChanged 46 SP:Iteration 24Q (8519.026774 sec): 3 clusters Score: Raw -1504968.498343 + Penalty 3027.160488 = -1501941.337855 nChanged 50 SP:Iteration 25Q (8519.053491 sec): 3 clusters Score: Raw -1504986.213799 + Penalty 3027.160488 = -1501959.053312 nChanged 39 SP:Iteration 26Q (8519.080149 sec): 3 clusters Score: Raw -1504998.078283 + Penalty 3027.160488 = -1501970.917796 nChanged 30 SP:Iteration 27Q (8519.106827 sec): 3 clusters Score: Raw -1505005.311979 + Penalty 3027.160488 = -1501978.151491 nChanged 23 SP:Iteration 28Q (8519.133528 sec): 3 clusters Score: Raw -1505009.897822 + Penalty 3027.160488 = -1501982.737334 nChanged 17 SP:Iteration 29Q (8519.160264 sec): 3 clusters Score: Raw -1505013.051506 + Penalty 3027.160488 = -1501985.891018 nChanged 14 SP:Iteration 30Q (8519.186972 sec): 3 clusters Score: Raw -1505016.798325 + Penalty 3027.160488 = -1501989.637837 nChanged 17 SP:Iteration 31Q (8519.213627 sec): 3 clusters Score: Raw -1505022.148482 + Penalty 3027.160488 = -1501994.987995 nChanged 19 SP:Iteration 32Q (8519.240439 sec): 3 clusters Score: Raw -1505026.595900 + Penalty 3027.160488 = -1501999.435413 nChanged 20 SP:Iteration 33Q (8519.267327 sec): 3 clusters Score: Raw -1505031.336332 + Penalty 3027.160488 = -1502004.175844 nChanged 18 SP:Iteration 34Q (8519.293870 sec): 3 clusters Score: Raw -1505036.595046 + Penalty 3027.160488 = -1502009.434559 nChanged 18 SP:Iteration 35Q (8519.320371 sec): 3 clusters Score: Raw -1505041.048093 + Penalty 3027.160488 = -1502013.887605 nChanged 15 SP:Iteration 36Q (8519.346798 sec): 3 clusters Score: Raw -1505043.671739 + Penalty 3027.160488 = -1502016.511251 nChanged 9 SP:Iteration 37Q (8519.373433 sec): 3 clusters Score: Raw -1505046.455334 + Penalty 3027.160488 = -1502019.294846 nChanged 15 SP:Iteration 38Q (8519.399982 sec): 3 clusters Score: Raw -1505050.919098 + Penalty 3027.160488 = -1502023.758610 nChanged 26 SP:Iteration 39Q (8519.426529 sec): 3 clusters Score: Raw -1505058.825711 + Penalty 3027.160488 = -1502031.665224 nChanged 21 SP:Iteration 40F (8519.465195 sec): 3 clusters Score: Raw -1505064.118541 + Penalty 3027.160488 = -1502036.958053 nChanged 21 SP:Iteration 41Q (8519.491618 sec): 3 clusters Score: Raw -1505069.979230 + Penalty 3027.160488 = -1502042.818742 nChanged 12 SP:Iteration 42Q (8519.518361 sec): 3 clusters Score: Raw -1505074.580393 + Penalty 3027.160488 = -1502047.419905 nChanged 15 SP:Iteration 43Q (8519.544974 sec): 3 clusters Score: Raw -1505077.643628 + Penalty 3027.160488 = -1502050.483140 nChanged 10 SP:Iteration 44Q (8519.571293 sec): 3 clusters Score: Raw -1505079.928453 + Penalty 3027.160488 = -1502052.767965 nChanged 12 SP:Iteration 45Q (8519.597869 sec): 3 clusters Score: Raw -1505081.797248 + Penalty 3027.160488 = -1502054.636761 nChanged 5 SP:Iteration 46Q (8519.624397 sec): 3 clusters Score: Raw -1505082.571042 + Penalty 3027.160488 = -1502055.410554 nChanged 6 SP:Iteration 47Q (8519.650911 sec): 3 clusters Score: Raw -1505083.768810 + Penalty 3027.160488 = -1502056.608322 nChanged 3 SP:Iteration 48Q (8519.677415 sec): 3 clusters Score: Raw -1505084.561392 + Penalty 3027.160488 = -1502057.400904 nChanged 3 SP:Iteration 49Q (8519.703822 sec): 3 clusters Score: Raw -1505084.998963 + Penalty 3027.160488 = -1502057.838476 nChanged 2 SP:Iteration 50Q (8519.730376 sec): 3 clusters Score: Raw -1505085.265043 + Penalty 3027.160488 = -1502058.104555 nChanged 2 SP:Iteration 51Q (8519.756758 sec): 3 clusters Score: Raw -1505085.794835 + Penalty 3027.160488 = -1502058.634347 nChanged 4 SP:Iteration 52Q (8519.783255 sec): 3 clusters Score: Raw -1505086.639379 + Penalty 3027.160488 = -1502059.478892 nChanged 5 SP:Iteration 53Q (8519.809748 sec): 3 clusters Score: Raw -1505087.491890 + Penalty 3027.160488 = -1502060.331403 nChanged 6 SP:Iteration 54Q (8519.836174 sec): 3 clusters Score: Raw -1505088.876023 + Penalty 3027.160488 = -1502061.715535 nChanged 9 SP:Iteration 55Q (8519.862548 sec): 3 clusters Score: Raw -1505090.871676 + Penalty 3027.160488 = -1502063.711188 nChanged 7 SP:Iteration 56Q (8519.888902 sec): 3 clusters Score: Raw -1505091.939647 + Penalty 3027.160488 = -1502064.779159 nChanged 3 SP:Iteration 57Q (8519.915355 sec): 3 clusters Score: Raw -1505092.624409 + Penalty 3027.160488 = -1502065.463922 nChanged 4 SP:Iteration 58Q (8519.941689 sec): 3 clusters Score: Raw -1505094.779068 + Penalty 3027.160488 = -1502067.618581 nChanged 10 SP:Iteration 59Q (8519.968073 sec): 3 clusters Score: Raw -1505099.275496 + Penalty 3027.160488 = -1502072.115008 nChanged 12 SP:Iteration 60F (8519.996697 sec): 3 clusters Score: Raw -1505103.464061 + Penalty 3027.160488 = -1502076.303573 nChanged 18 SP:Iteration 61Q (8520.023156 sec): 3 clusters Score: Raw -1505109.889834 + Penalty 3027.160488 = -1502082.729347 nChanged 24 SP:Iteration 62Q (8520.049786 sec): 3 clusters Score: Raw -1505119.530632 + Penalty 3027.160488 = -1502092.370144 nChanged 26 SP:Iteration 63Q (8520.076190 sec): 3 clusters Score: Raw -1505128.836409 + Penalty 3027.160488 = -1502101.675921 nChanged 22 SP:Iteration 64Q (8520.102445 sec): 3 clusters Score: Raw -1505136.958439 + Penalty 3027.160488 = -1502109.797951 nChanged 19 SP:Iteration 65Q (8520.128641 sec): 3 clusters Score: Raw -1505143.014231 + Penalty 3027.160488 = -1502115.853744 nChanged 20 SP:Iteration 66Q (8520.155038 sec): 3 clusters Score: Raw -1505148.551507 + Penalty 3027.160488 = -1502121.391020 nChanged 16 SP:Iteration 67Q (8520.181398 sec): 3 clusters Score: Raw -1505153.214467 + Penalty 3027.160488 = -1502126.053979 nChanged 13 SP:Iteration 68Q (8520.207537 sec): 3 clusters Score: Raw -1505157.248331 + Penalty 3027.160488 = -1502130.087843 nChanged 22 SP:Iteration 69Q (8520.233814 sec): 3 clusters Score: Raw -1505164.103273 + Penalty 3027.160488 = -1502136.942785 nChanged 13 SP:Iteration 70Q (8520.260112 sec): 3 clusters Score: Raw -1505167.132185 + Penalty 3027.160488 = -1502139.971697 nChanged 8 SP:Iteration 71Q (8520.286232 sec): 3 clusters Score: Raw -1505168.550030 + Penalty 3027.160488 = -1502141.389542 nChanged 10 SP:Iteration 72Q (8520.312302 sec): 3 clusters Score: Raw -1505170.934101 + Penalty 3027.160488 = -1502143.773614 nChanged 11 SP:Iteration 73Q (8520.338314 sec): 3 clusters Score: Raw -1505172.973560 + Penalty 3027.160488 = -1502145.813073 nChanged 13 SP:Iteration 74Q (8520.364521 sec): 3 clusters Score: Raw -1505175.738009 + Penalty 3027.160488 = -1502148.577522 nChanged 8 SP:Iteration 75Q (8520.390776 sec): 3 clusters Score: Raw -1505177.752055 + Penalty 3027.160488 = -1502150.591567 nChanged 8 SP:Iteration 76Q (8520.416859 sec): 3 clusters Score: Raw -1505179.355651 + Penalty 3027.160488 = -1502152.195163 nChanged 6 SP:Iteration 77Q (8520.442797 sec): 3 clusters Score: Raw -1505180.574949 + Penalty 3027.160488 = -1502153.414461 nChanged 7 SP:Iteration 78Q (8520.468935 sec): 3 clusters Score: Raw -1505182.550096 + Penalty 3027.160488 = -1502155.389609 nChanged 14 SP:Iteration 79Q (8520.495131 sec): 3 clusters Score: Raw -1505186.440959 + Penalty 3027.160488 = -1502159.280471 nChanged 9 SP:Iteration 80F (8520.523762 sec): 3 clusters Score: Raw -1505188.017673 + Penalty 3027.160488 = -1502160.857185 nChanged 5 SP:Iteration 81Q (8520.549865 sec): 3 clusters Score: Raw -1505189.601599 + Penalty 3027.160488 = -1502162.441111 nChanged 10 SP:Iteration 82Q (8520.575906 sec): 3 clusters Score: Raw -1505191.970914 + Penalty 3027.160488 = -1502164.810427 nChanged 9 SP:Iteration 83Q (8520.602150 sec): 3 clusters Score: Raw -1505194.180521 + Penalty 3027.160488 = -1502167.020034 nChanged 13 SP:Iteration 84Q (8520.628067 sec): 3 clusters Score: Raw -1505198.264963 + Penalty 3027.160488 = -1502171.104475 nChanged 16 SP:Iteration 85Q (8520.654087 sec): 3 clusters Score: Raw -1505203.287644 + Penalty 3027.160488 = -1502176.127156 nChanged 13 SP:Iteration 86Q (8520.680105 sec): 3 clusters Score: Raw -1505206.505386 + Penalty 3027.160488 = -1502179.344898 nChanged 15 SP:Iteration 87Q (8520.706089 sec): 3 clusters Score: Raw -1505211.096696 + Penalty 3027.160488 = -1502183.936209 nChanged 15 SP:Iteration 88Q (8520.732182 sec): 3 clusters Score: Raw -1505216.099535 + Penalty 3027.160488 = -1502188.939047 nChanged 14 SP:Iteration 89Q (8520.758129 sec): 3 clusters Score: Raw -1505219.727349 + Penalty 3027.160488 = -1502192.566861 nChanged 14 SP:Iteration 90Q (8520.783998 sec): 3 clusters Score: Raw -1505224.389942 + Penalty 3027.160488 = -1502197.229454 nChanged 17 SP:Iteration 91Q (8520.810205 sec): 3 clusters Score: Raw -1505228.909830 + Penalty 3027.160488 = -1502201.749342 nChanged 21 SP:Iteration 92Q (8520.836148 sec): 3 clusters Score: Raw -1505234.558394 + Penalty 3027.160488 = -1502207.397906 nChanged 17 SP:Iteration 93Q (8520.862312 sec): 3 clusters Score: Raw -1505238.367345 + Penalty 3027.160488 = -1502211.206857 nChanged 11 SP:Iteration 94Q (8520.888176 sec): 3 clusters Score: Raw -1505240.841918 + Penalty 3027.160488 = -1502213.681431 nChanged 11 SP:Iteration 95Q (8520.914260 sec): 3 clusters Score: Raw -1505243.405871 + Penalty 3027.160488 = -1502216.245383 nChanged 9 SP:Iteration 96Q (8520.940307 sec): 3 clusters Score: Raw -1505246.520512 + Penalty 3027.160488 = -1502219.360024 nChanged 14 SP:Iteration 97Q (8520.966494 sec): 3 clusters Score: Raw -1505250.148333 + Penalty 3027.160488 = -1502222.987846 nChanged 11 SP:Iteration 98Q (8520.992318 sec): 3 clusters Score: Raw -1505252.801373 + Penalty 3027.160488 = -1502225.640885 nChanged 10 SP:Iteration 99Q (8521.018440 sec): 3 clusters Score: Raw -1505255.626468 + Penalty 3027.160488 = -1502228.465980 nChanged 11 SP:Iteration 100F (8521.047138 sec): 3 clusters Score: Raw -1505258.579752 + Penalty 3027.160488 = -1502231.419264 nChanged 10 SP:Iteration 101Q (8521.073282 sec): 3 clusters Score: Raw -1505260.514787 + Penalty 3027.160488 = -1502233.354300 nChanged 9 SP:Iteration 102Q (8521.099256 sec): 3 clusters Score: Raw -1505263.517592 + Penalty 3027.160488 = -1502236.357105 nChanged 11 SP:Iteration 103Q (8521.125343 sec): 3 clusters Score: Raw -1505266.106202 + Penalty 3027.160488 = -1502238.945715 nChanged 5 SP:Iteration 104Q (8521.151447 sec): 3 clusters Score: Raw -1505267.238066 + Penalty 3027.160488 = -1502240.077579 nChanged 4 SP:Iteration 105Q (8521.177554 sec): 3 clusters Score: Raw -1505268.325347 + Penalty 3027.160488 = -1502241.164860 nChanged 3 SP:Iteration 106Q (8521.203541 sec): 3 clusters Score: Raw -1505268.724220 + Penalty 3027.160488 = -1502241.563733 nChanged 3 SP:Iteration 107Q (8521.229442 sec): 3 clusters Score: Raw -1505269.027860 + Penalty 3027.160488 = -1502241.867372 nChanged 2 SP:Iteration 108Q (8521.255422 sec): 3 clusters Score: Raw -1505269.272887 + Penalty 3027.160488 = -1502242.112400 nChanged 1 SP:Iteration 109Q (8521.281349 sec): 3 clusters Score: Raw -1505269.457261 + Penalty 3027.160488 = -1502242.296773 nChanged 0 SP:Iteration 110F (8521.310004 sec): 3 clusters Score: Raw -1505269.457261 + Penalty 3027.160488 = -1502242.296773 nChanged 0 Trying to split cluster 4 (246074 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8521.584005 sec): 2 clusters Score: Raw -32931483.033243 + Penalty 2017.175482 = -32929465.857761 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8521.959312 sec): 3 clusters Score: Raw -32768324.949482 + Penalty 4034.350964 = -32764290.598517 nChanged 119250 SP:Iteration 1F (8522.329541 sec): 3 clusters Score: Raw -32842824.817773 + Penalty 4034.350964 = -32838790.466808 nChanged 9816 SP:Iteration 2Q (8522.729369 sec): 3 clusters Score: Raw -32846659.884745 + Penalty 4034.350964 = -32842625.533781 nChanged 11444 SP:Iteration 3Q (8523.129182 sec): 3 clusters Score: Raw -32852261.020254 + Penalty 4034.350964 = -32848226.669289 nChanged 13311 SP:Iteration 4F (8523.499945 sec): 3 clusters Score: Raw -32859843.639799 + Penalty 4034.350964 = -32855809.288834 nChanged 14673 SP:Iteration 5F (8523.870130 sec): 3 clusters Score: Raw -32869371.069162 + Penalty 4034.350964 = -32865336.718198 nChanged 15045 SP:Iteration 6F (8524.240732 sec): 3 clusters Score: Raw -32879827.469407 + Penalty 4034.350964 = -32875793.118442 nChanged 14246 SP:Iteration 7F (8524.610985 sec): 3 clusters Score: Raw -32888931.709565 + Penalty 4034.350964 = -32884897.358601 nChanged 11643 SP:Iteration 8Q (8524.998784 sec): 3 clusters Score: Raw -32894899.255235 + Penalty 4034.350964 = -32890864.904271 nChanged 8514 SP:Iteration 9Q (8525.380919 sec): 3 clusters Score: Raw -32898357.153674 + Penalty 4034.350964 = -32894322.802710 nChanged 6261 SP:Iteration 10Q (8525.758117 sec): 3 clusters Score: Raw -32900605.456127 + Penalty 4034.350964 = -32896571.105163 nChanged 5071 SP:Iteration 11Q (8526.131844 sec): 3 clusters Score: Raw -32902368.594651 + Penalty 4034.350964 = -32898334.243687 nChanged 4454 SP:Iteration 12Q (8526.501967 sec): 3 clusters Score: Raw -32903929.971857 + Penalty 4034.350964 = -32899895.620893 nChanged 4190 SP:Iteration 13Q (8526.869414 sec): 3 clusters Score: Raw -32905396.596394 + Penalty 4034.350964 = -32901362.245430 nChanged 4143 SP:Iteration 14Q (8527.234181 sec): 3 clusters Score: Raw -32906850.362413 + Penalty 4034.350964 = -32902816.011448 nChanged 4060 SP:Iteration 15Q (8527.595696 sec): 3 clusters Score: Raw -32908284.067525 + Penalty 4034.350964 = -32904249.716561 nChanged 4051 SP:Iteration 16Q (8527.954071 sec): 3 clusters Score: Raw -32909729.963558 + Penalty 4034.350964 = -32905695.612593 nChanged 4048 SP:Iteration 17Q (8528.309398 sec): 3 clusters Score: Raw -32911207.340561 + Penalty 4034.350964 = -32907172.989597 nChanged 4036 SP:Iteration 18Q (8528.661682 sec): 3 clusters Score: Raw -32912703.889441 + Penalty 4034.350964 = -32908669.538477 nChanged 4036 SP:Iteration 19Q (8529.010349 sec): 3 clusters Score: Raw -32914279.592045 + Penalty 4034.350964 = -32910245.241080 nChanged 4042 SP:Iteration 20F (8529.380928 sec): 3 clusters Score: Raw -32915929.904486 + Penalty 4034.350964 = -32911895.553521 nChanged 3957 SP:Iteration 21Q (8529.724282 sec): 3 clusters Score: Raw -32917618.021721 + Penalty 4034.350964 = -32913583.670757 nChanged 3948 SP:Iteration 22Q (8530.065174 sec): 3 clusters Score: Raw -32919407.158005 + Penalty 4034.350964 = -32915372.807041 nChanged 3848 SP:Iteration 23Q (8530.402207 sec): 3 clusters Score: Raw -32921265.263599 + Penalty 4034.350964 = -32917230.912635 nChanged 3608 SP:Iteration 24Q (8530.773440 sec): 3 clusters Score: Raw -32923086.965195 + Penalty 4034.350964 = -32919052.614231 nChanged 3365 SP:Iteration 25Q (8531.103047 sec): 3 clusters Score: Raw -32924891.026899 + Penalty 4034.350964 = -32920856.675935 nChanged 3059 SP:Iteration 26Q (8531.428769 sec): 3 clusters Score: Raw -32926608.082007 + Penalty 4034.350964 = -32922573.731043 nChanged 2707 SP:Iteration 27Q (8531.751165 sec): 3 clusters Score: Raw -32928221.106854 + Penalty 4034.350964 = -32924186.755889 nChanged 2218 SP:Iteration 28Q (8532.069973 sec): 3 clusters Score: Raw -32929566.196788 + Penalty 4034.350964 = -32925531.845824 nChanged 1713 SP:Iteration 29Q (8532.385797 sec): 3 clusters Score: Raw -32930574.868055 + Penalty 4034.350964 = -32926540.517091 nChanged 1305 SP:Iteration 30Q (8532.695697 sec): 3 clusters Score: Raw -32931318.111486 + Penalty 4034.350964 = -32927283.760522 nChanged 889 SP:Iteration 31Q (8533.001161 sec): 3 clusters Score: Raw -32931760.870206 + Penalty 4034.350964 = -32927726.519242 nChanged 709 SP:Iteration 32Q (8533.307810 sec): 3 clusters Score: Raw -32932083.908646 + Penalty 4034.350964 = -32928049.557681 nChanged 559 SP:Iteration 33Q (8533.613399 sec): 3 clusters Score: Raw -32932324.872534 + Penalty 4034.350964 = -32928290.521570 nChanged 454 SP:Iteration 34Q (8533.918107 sec): 3 clusters Score: Raw -32932494.077449 + Penalty 4034.350964 = -32928459.726485 nChanged 391 SP:Iteration 35Q (8534.222370 sec): 3 clusters Score: Raw -32932626.366600 + Penalty 4034.350964 = -32928592.015636 nChanged 311 SP:Iteration 36Q (8534.526190 sec): 3 clusters Score: Raw -32932722.527069 + Penalty 4034.350964 = -32928688.176105 nChanged 244 SP:Iteration 37Q (8534.829489 sec): 3 clusters Score: Raw -32932786.677643 + Penalty 4034.350964 = -32928752.326678 nChanged 206 SP:Iteration 38Q (8535.132657 sec): 3 clusters Score: Raw -32932834.880440 + Penalty 4034.350964 = -32928800.529476 nChanged 184 SP:Iteration 39Q (8535.438952 sec): 3 clusters Score: Raw -32932877.634843 + Penalty 4034.350964 = -32928843.283878 nChanged 167 SP:Iteration 40F (8535.807997 sec): 3 clusters Score: Raw -32932912.926368 + Penalty 4034.350964 = -32928878.575404 nChanged 133 SP:Iteration 41Q (8536.112706 sec): 3 clusters Score: Raw -32932940.280892 + Penalty 4034.350964 = -32928905.929928 nChanged 120 SP:Iteration 42Q (8536.417631 sec): 3 clusters Score: Raw -32932966.440569 + Penalty 4034.350964 = -32928932.089605 nChanged 122 SP:Iteration 43Q (8536.721010 sec): 3 clusters Score: Raw -32932990.312120 + Penalty 4034.350964 = -32928955.961156 nChanged 100 SP:Iteration 44Q (8537.024129 sec): 3 clusters Score: Raw -32933008.582823 + Penalty 4034.350964 = -32928974.231858 nChanged 101 SP:Iteration 45Q (8537.327251 sec): 3 clusters Score: Raw -32933028.520485 + Penalty 4034.350964 = -32928994.169521 nChanged 109 SP:Iteration 46Q (8537.630263 sec): 3 clusters Score: Raw -32933046.675310 + Penalty 4034.350964 = -32929012.324346 nChanged 89 SP:Iteration 47Q (8537.933191 sec): 3 clusters Score: Raw -32933063.548505 + Penalty 4034.350964 = -32929029.197541 nChanged 95 SP:Iteration 48Q (8538.236149 sec): 3 clusters Score: Raw -32933079.920449 + Penalty 4034.350964 = -32929045.569484 nChanged 92 SP:Iteration 49Q (8538.539081 sec): 3 clusters Score: Raw -32933100.109593 + Penalty 4034.350964 = -32929065.758628 nChanged 119 SP:Iteration 50Q (8538.841673 sec): 3 clusters Score: Raw -32933122.293891 + Penalty 4034.350964 = -32929087.942926 nChanged 101 SP:Iteration 51Q (8539.145074 sec): 3 clusters Score: Raw -32933140.242577 + Penalty 4034.350964 = -32929105.891613 nChanged 97 SP:Iteration 52Q (8539.447576 sec): 3 clusters Score: Raw -32933157.234596 + Penalty 4034.350964 = -32929122.883632 nChanged 92 SP:Iteration 53Q (8539.750142 sec): 3 clusters Score: Raw -32933171.831065 + Penalty 4034.350964 = -32929137.480101 nChanged 80 SP:Iteration 54Q (8540.052719 sec): 3 clusters Score: Raw -32933184.811056 + Penalty 4034.350964 = -32929150.460091 nChanged 75 SP:Iteration 55Q (8540.355227 sec): 3 clusters Score: Raw -32933194.097191 + Penalty 4034.350964 = -32929159.746227 nChanged 54 SP:Iteration 56Q (8540.657858 sec): 3 clusters Score: Raw -32933200.893747 + Penalty 4034.350964 = -32929166.542782 nChanged 49 SP:Iteration 57Q (8540.960527 sec): 3 clusters Score: Raw -32933205.998015 + Penalty 4034.350964 = -32929171.647051 nChanged 41 SP:Iteration 58Q (8541.263190 sec): 3 clusters Score: Raw -32933210.585410 + Penalty 4034.350964 = -32929176.234446 nChanged 41 SP:Iteration 59Q (8541.565883 sec): 3 clusters Score: Raw -32933214.981067 + Penalty 4034.350964 = -32929180.630102 nChanged 27 SP:Iteration 60F (8541.942278 sec): 3 clusters Score: Raw -32933219.678586 + Penalty 4034.350964 = -32929185.327622 nChanged 33 SP:Iteration 61Q (8542.246462 sec): 3 clusters Score: Raw -32933223.348362 + Penalty 4034.350964 = -32929188.997398 nChanged 36 SP:Iteration 62Q (8542.550662 sec): 3 clusters Score: Raw -32933227.064470 + Penalty 4034.350964 = -32929192.713506 nChanged 33 SP:Iteration 63Q (8542.854892 sec): 3 clusters Score: Raw -32933229.841592 + Penalty 4034.350964 = -32929195.490628 nChanged 21 SP:Iteration 64Q (8543.159062 sec): 3 clusters Score: Raw -32933231.401891 + Penalty 4034.350964 = -32929197.050927 nChanged 19 SP:Iteration 65Q (8543.463385 sec): 3 clusters Score: Raw -32933232.838424 + Penalty 4034.350964 = -32929198.487459 nChanged 24 SP:Iteration 66Q (8543.767319 sec): 3 clusters Score: Raw -32933235.044324 + Penalty 4034.350964 = -32929200.693360 nChanged 18 SP:Iteration 67Q (8544.071415 sec): 3 clusters Score: Raw -32933236.659837 + Penalty 4034.350964 = -32929202.308873 nChanged 19 SP:Iteration 68Q (8544.375660 sec): 3 clusters Score: Raw -32933238.007509 + Penalty 4034.350964 = -32929203.656545 nChanged 15 SP:Iteration 69Q (8544.679750 sec): 3 clusters Score: Raw -32933239.352956 + Penalty 4034.350964 = -32929205.001992 nChanged 19 SP:Iteration 70Q (8544.984419 sec): 3 clusters Score: Raw -32933241.065411 + Penalty 4034.350964 = -32929206.714446 nChanged 16 SP:Iteration 71Q (8545.288717 sec): 3 clusters Score: Raw -32933242.240858 + Penalty 4034.350964 = -32929207.889894 nChanged 12 SP:Iteration 72Q (8545.592755 sec): 3 clusters Score: Raw -32933243.197456 + Penalty 4034.350964 = -32929208.846491 nChanged 8 SP:Iteration 73Q (8545.896867 sec): 3 clusters Score: Raw -32933243.807605 + Penalty 4034.350964 = -32929209.456641 nChanged 4 SP:Iteration 74Q (8546.200942 sec): 3 clusters Score: Raw -32933243.981225 + Penalty 4034.350964 = -32929209.630261 nChanged 4 SP:Iteration 75Q (8546.504891 sec): 3 clusters Score: Raw -32933244.278573 + Penalty 4034.350964 = -32929209.927608 nChanged 3 SP:Iteration 76Q (8546.845168 sec): 3 clusters Score: Raw -32933244.510414 + Penalty 4034.350964 = -32929210.159449 nChanged 7 SP:Iteration 77Q (8547.182878 sec): 3 clusters Score: Raw -32933245.006307 + Penalty 4034.350964 = -32929210.655342 nChanged 14 SP:Iteration 78Q (8547.486111 sec): 3 clusters Score: Raw -32933246.353125 + Penalty 4034.350964 = -32929212.002160 nChanged 11 SP:Iteration 79Q (8547.790244 sec): 3 clusters Score: Raw -32933247.080446 + Penalty 4034.350964 = -32929212.729482 nChanged 13 SP:Iteration 80F (8548.157955 sec): 3 clusters Score: Raw -32933247.969779 + Penalty 4034.350964 = -32929213.618815 nChanged 14 SP:Iteration 81Q (8548.462385 sec): 3 clusters Score: Raw -32933249.083966 + Penalty 4034.350964 = -32929214.733001 nChanged 10 SP:Iteration 82Q (8548.766847 sec): 3 clusters Score: Raw -32933249.786164 + Penalty 4034.350964 = -32929215.435199 nChanged 14 SP:Iteration 83Q (8549.071166 sec): 3 clusters Score: Raw -32933250.897748 + Penalty 4034.350964 = -32929216.546784 nChanged 12 SP:Iteration 84Q (8549.375514 sec): 3 clusters Score: Raw -32933251.750757 + Penalty 4034.350964 = -32929217.399793 nChanged 12 SP:Iteration 85Q (8549.679810 sec): 3 clusters Score: Raw -32933252.599372 + Penalty 4034.350964 = -32929218.248407 nChanged 8 SP:Iteration 86Q (8549.984240 sec): 3 clusters Score: Raw -32933253.250591 + Penalty 4034.350964 = -32929218.899627 nChanged 9 SP:Iteration 87Q (8550.290584 sec): 3 clusters Score: Raw -32933254.478435 + Penalty 4034.350964 = -32929220.127471 nChanged 16 SP:Iteration 88Q (8550.596839 sec): 3 clusters Score: Raw -32933256.182544 + Penalty 4034.350964 = -32929221.831580 nChanged 15 SP:Iteration 89Q (8550.901338 sec): 3 clusters Score: Raw -32933257.404322 + Penalty 4034.350964 = -32929223.053358 nChanged 10 SP:Iteration 90Q (8551.205536 sec): 3 clusters Score: Raw -32933258.379985 + Penalty 4034.350964 = -32929224.029021 nChanged 15 SP:Iteration 91Q (8551.509662 sec): 3 clusters Score: Raw -32933259.832849 + Penalty 4034.350964 = -32929225.481885 nChanged 17 SP:Iteration 92Q (8551.813981 sec): 3 clusters Score: Raw -32933261.138452 + Penalty 4034.350964 = -32929226.787487 nChanged 12 SP:Iteration 93Q (8552.118159 sec): 3 clusters Score: Raw -32933262.363988 + Penalty 4034.350964 = -32929228.013023 nChanged 18 SP:Iteration 94Q (8552.422503 sec): 3 clusters Score: Raw -32933263.917058 + Penalty 4034.350964 = -32929229.566093 nChanged 15 SP:Iteration 95Q (8552.726736 sec): 3 clusters Score: Raw -32933264.961231 + Penalty 4034.350964 = -32929230.610267 nChanged 11 SP:Iteration 96Q (8553.030957 sec): 3 clusters Score: Raw -32933265.886783 + Penalty 4034.350964 = -32929231.535818 nChanged 9 SP:Iteration 97Q (8553.335465 sec): 3 clusters Score: Raw -32933266.679241 + Penalty 4034.350964 = -32929232.328276 nChanged 8 SP:Iteration 98Q (8553.639625 sec): 3 clusters Score: Raw -32933267.208514 + Penalty 4034.350964 = -32929232.857549 nChanged 6 SP:Iteration 99Q (8553.944631 sec): 3 clusters Score: Raw -32933267.702593 + Penalty 4034.350964 = -32929233.351629 nChanged 5 SP:Iteration 100F (8554.311602 sec): 3 clusters Score: Raw -32933268.025640 + Penalty 4034.350964 = -32929233.674676 nChanged 4 SP:Iteration 101Q (8554.615964 sec): 3 clusters Score: Raw -32933268.410604 + Penalty 4034.350964 = -32929234.059640 nChanged 7 SP:Iteration 102Q (8554.920137 sec): 3 clusters Score: Raw -32933268.841283 + Penalty 4034.350964 = -32929234.490318 nChanged 6 SP:Iteration 103Q (8555.224481 sec): 3 clusters Score: Raw -32933269.260511 + Penalty 4034.350964 = -32929234.909546 nChanged 6 SP:Iteration 104Q (8555.528771 sec): 3 clusters Score: Raw -32933269.703746 + Penalty 4034.350964 = -32929235.352782 nChanged 6 SP:Iteration 105Q (8555.833110 sec): 3 clusters Score: Raw -32933270.310535 + Penalty 4034.350964 = -32929235.959570 nChanged 8 SP:Iteration 106Q (8556.137245 sec): 3 clusters Score: Raw -32933270.723324 + Penalty 4034.350964 = -32929236.372360 nChanged 7 SP:Iteration 107Q (8556.441610 sec): 3 clusters Score: Raw -32933271.081112 + Penalty 4034.350964 = -32929236.730148 nChanged 2 SP:Iteration 108Q (8556.745664 sec): 3 clusters Score: Raw -32933271.202227 + Penalty 4034.350964 = -32929236.851262 nChanged 3 SP:Iteration 109Q (8557.050478 sec): 3 clusters Score: Raw -32933271.407235 + Penalty 4034.350964 = -32929237.056271 nChanged 3 SP:Iteration 110Q (8557.354744 sec): 3 clusters Score: Raw -32933271.649028 + Penalty 4034.350964 = -32929237.298064 nChanged 4 SP:Iteration 111Q (8557.658789 sec): 3 clusters Score: Raw -32933271.913950 + Penalty 4034.350964 = -32929237.562985 nChanged 2 SP:Iteration 112Q (8557.963279 sec): 3 clusters Score: Raw -32933271.989311 + Penalty 4034.350964 = -32929237.638347 nChanged 3 SP:Iteration 113Q (8558.267782 sec): 3 clusters Score: Raw -32933272.200463 + Penalty 4034.350964 = -32929237.849499 nChanged 5 SP:Iteration 114Q (8558.571958 sec): 3 clusters Score: Raw -32933272.592762 + Penalty 4034.350964 = -32929238.241798 nChanged 6 SP:Iteration 115Q (8558.876228 sec): 3 clusters Score: Raw -32933273.036365 + Penalty 4034.350964 = -32929238.685401 nChanged 8 SP:Iteration 116Q (8559.180573 sec): 3 clusters Score: Raw -32933273.402162 + Penalty 4034.350964 = -32929239.051197 nChanged 4 SP:Iteration 117Q (8559.484846 sec): 3 clusters Score: Raw -32933273.696818 + Penalty 4034.350964 = -32929239.345854 nChanged 5 SP:Iteration 118Q (8559.788702 sec): 3 clusters Score: Raw -32933273.863392 + Penalty 4034.350964 = -32929239.512428 nChanged 3 SP:Iteration 119Q (8560.093079 sec): 3 clusters Score: Raw -32933274.031977 + Penalty 4034.350964 = -32929239.681012 nChanged 4 SP:Iteration 120F (8560.459807 sec): 3 clusters Score: Raw -32933274.246298 + Penalty 4034.350964 = -32929239.895334 nChanged 1 SP:Iteration 121Q (8560.764165 sec): 3 clusters Score: Raw -32933274.307706 + Penalty 4034.350964 = -32929239.956742 nChanged 1 SP:Iteration 122Q (8561.068298 sec): 3 clusters Score: Raw -32933274.355424 + Penalty 4034.350964 = -32929240.004460 nChanged 0 SP:Iteration 123F (8561.435061 sec): 3 clusters Score: Raw -32933274.355424 + Penalty 4034.350964 = -32929240.004460 nChanged 0 Trying to split cluster 5 (45662 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8561.502329 sec): 2 clusters Score: Raw -6083668.547529 + Penalty 1743.466030 = -6081925.081499 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8561.588123 sec): 3 clusters Score: Raw -6054928.765232 + Penalty 3486.932059 = -6051441.833173 nChanged 21356 SP:Iteration 1F (8561.667186 sec): 3 clusters Score: Raw -6067076.999199 + Penalty 3486.932059 = -6063590.067139 nChanged 2162 SP:Iteration 2Q (8561.750183 sec): 3 clusters Score: Raw -6067856.905844 + Penalty 3486.932059 = -6064369.973784 nChanged 2248 SP:Iteration 3Q (8561.832701 sec): 3 clusters Score: Raw -6068829.402858 + Penalty 3486.932059 = -6065342.470799 nChanged 2476 SP:Iteration 4F (8561.911441 sec): 3 clusters Score: Raw -6070093.437428 + Penalty 3486.932059 = -6066606.505369 nChanged 2755 SP:Iteration 5F (8561.990397 sec): 3 clusters Score: Raw -6071788.264286 + Penalty 3486.932059 = -6068301.332226 nChanged 3078 SP:Iteration 6F (8562.069480 sec): 3 clusters Score: Raw -6074142.540625 + Penalty 3486.932059 = -6070655.608565 nChanged 3129 SP:Iteration 7F (8562.148281 sec): 3 clusters Score: Raw -6076923.770617 + Penalty 3486.932059 = -6073436.838558 nChanged 2736 SP:Iteration 8F (8562.227325 sec): 3 clusters Score: Raw -6079242.683885 + Penalty 3486.932059 = -6075755.751825 nChanged 1980 SP:Iteration 9Q (8562.307364 sec): 3 clusters Score: Raw -6080697.201933 + Penalty 3486.932059 = -6077210.269873 nChanged 1404 SP:Iteration 10Q (8562.384670 sec): 3 clusters Score: Raw -6081665.756244 + Penalty 3486.932059 = -6078178.824185 nChanged 1006 SP:Iteration 11Q (8562.460241 sec): 3 clusters Score: Raw -6082360.914739 + Penalty 3486.932059 = -6078873.982679 nChanged 846 SP:Iteration 12Q (8562.534718 sec): 3 clusters Score: Raw -6082857.241150 + Penalty 3486.932059 = -6079370.309091 nChanged 658 SP:Iteration 13Q (8562.608294 sec): 3 clusters Score: Raw -6083152.100289 + Penalty 3486.932059 = -6079665.168229 nChanged 519 SP:Iteration 14Q (8562.681224 sec): 3 clusters Score: Raw -6083346.515890 + Penalty 3486.932059 = -6079859.583830 nChanged 470 SP:Iteration 15Q (8562.754016 sec): 3 clusters Score: Raw -6083497.285930 + Penalty 3486.932059 = -6080010.353871 nChanged 382 SP:Iteration 16Q (8562.826468 sec): 3 clusters Score: Raw -6083596.611796 + Penalty 3486.932059 = -6080109.679737 nChanged 271 SP:Iteration 17Q (8562.898716 sec): 3 clusters Score: Raw -6083649.491218 + Penalty 3486.932059 = -6080162.559159 nChanged 214 SP:Iteration 18Q (8562.970721 sec): 3 clusters Score: Raw -6083684.789057 + Penalty 3486.932059 = -6080197.856997 nChanged 179 SP:Iteration 19Q (8563.065017 sec): 3 clusters Score: Raw -6083710.130233 + Penalty 3486.932059 = -6080223.198173 nChanged 133 SP:Iteration 20F (8563.143320 sec): 3 clusters Score: Raw -6083727.429962 + Penalty 3486.932059 = -6080240.497903 nChanged 116 SP:Iteration 21Q (8563.215935 sec): 3 clusters Score: Raw -6083741.235752 + Penalty 3486.932059 = -6080254.303693 nChanged 109 SP:Iteration 22Q (8563.288095 sec): 3 clusters Score: Raw -6083753.649944 + Penalty 3486.932059 = -6080266.717885 nChanged 98 SP:Iteration 23Q (8563.360211 sec): 3 clusters Score: Raw -6083764.711624 + Penalty 3486.932059 = -6080277.779565 nChanged 98 SP:Iteration 24Q (8563.432073 sec): 3 clusters Score: Raw -6083778.310650 + Penalty 3486.932059 = -6080291.378591 nChanged 119 SP:Iteration 25Q (8563.503935 sec): 3 clusters Score: Raw -6083793.209741 + Penalty 3486.932059 = -6080306.277681 nChanged 105 SP:Iteration 26Q (8563.575847 sec): 3 clusters Score: Raw -6083804.914985 + Penalty 3486.932059 = -6080317.982926 nChanged 84 SP:Iteration 27Q (8563.647587 sec): 3 clusters Score: Raw -6083812.227174 + Penalty 3486.932059 = -6080325.295115 nChanged 81 SP:Iteration 28Q (8563.719235 sec): 3 clusters Score: Raw -6083819.357359 + Penalty 3486.932059 = -6080332.425300 nChanged 82 SP:Iteration 29Q (8563.790935 sec): 3 clusters Score: Raw -6083826.370159 + Penalty 3486.932059 = -6080339.438099 nChanged 83 SP:Iteration 30Q (8563.862387 sec): 3 clusters Score: Raw -6083832.930219 + Penalty 3486.932059 = -6080345.998160 nChanged 60 SP:Iteration 31Q (8563.933874 sec): 3 clusters Score: Raw -6083837.023034 + Penalty 3486.932059 = -6080350.090974 nChanged 52 SP:Iteration 32Q (8564.005476 sec): 3 clusters Score: Raw -6083840.394102 + Penalty 3486.932059 = -6080353.462043 nChanged 48 SP:Iteration 33Q (8564.076819 sec): 3 clusters Score: Raw -6083843.742228 + Penalty 3486.932059 = -6080356.810168 nChanged 47 SP:Iteration 34Q (8564.148210 sec): 3 clusters Score: Raw -6083847.364011 + Penalty 3486.932059 = -6080360.431952 nChanged 45 SP:Iteration 35Q (8564.219435 sec): 3 clusters Score: Raw -6083850.662525 + Penalty 3486.932059 = -6080363.730465 nChanged 45 SP:Iteration 36Q (8564.290671 sec): 3 clusters Score: Raw -6083853.966120 + Penalty 3486.932059 = -6080367.034061 nChanged 53 SP:Iteration 37Q (8564.362019 sec): 3 clusters Score: Raw -6083858.745627 + Penalty 3486.932059 = -6080371.813567 nChanged 73 SP:Iteration 38Q (8564.433265 sec): 3 clusters Score: Raw -6083866.028512 + Penalty 3486.932059 = -6080379.096453 nChanged 71 SP:Iteration 39Q (8564.504477 sec): 3 clusters Score: Raw -6083872.249862 + Penalty 3486.932059 = -6080385.317803 nChanged 67 SP:Iteration 40F (8564.583124 sec): 3 clusters Score: Raw -6083877.886850 + Penalty 3486.932059 = -6080390.954790 nChanged 59 SP:Iteration 41Q (8564.655087 sec): 3 clusters Score: Raw -6083882.986455 + Penalty 3486.932059 = -6080396.054395 nChanged 66 SP:Iteration 42Q (8564.726629 sec): 3 clusters Score: Raw -6083887.998374 + Penalty 3486.932059 = -6080401.066314 nChanged 55 SP:Iteration 43Q (8564.797858 sec): 3 clusters Score: Raw -6083892.412656 + Penalty 3486.932059 = -6080405.480597 nChanged 60 SP:Iteration 44Q (8564.869080 sec): 3 clusters Score: Raw -6083897.605256 + Penalty 3486.932059 = -6080410.673197 nChanged 66 SP:Iteration 45Q (8564.940352 sec): 3 clusters Score: Raw -6083903.125931 + Penalty 3486.932059 = -6080416.193872 nChanged 76 SP:Iteration 46Q (8565.011501 sec): 3 clusters Score: Raw -6083909.300661 + Penalty 3486.932059 = -6080422.368601 nChanged 63 SP:Iteration 47Q (8565.082563 sec): 3 clusters Score: Raw -6083913.913444 + Penalty 3486.932059 = -6080426.981384 nChanged 53 SP:Iteration 48Q (8565.153634 sec): 3 clusters Score: Raw -6083918.114876 + Penalty 3486.932059 = -6080431.182817 nChanged 68 SP:Iteration 49Q (8565.224513 sec): 3 clusters Score: Raw -6083924.979738 + Penalty 3486.932059 = -6080438.047678 nChanged 74 SP:Iteration 50Q (8565.295502 sec): 3 clusters Score: Raw -6083931.370823 + Penalty 3486.932059 = -6080444.438763 nChanged 70 SP:Iteration 51Q (8565.366406 sec): 3 clusters Score: Raw -6083938.021681 + Penalty 3486.932059 = -6080451.089622 nChanged 81 SP:Iteration 52Q (8565.437259 sec): 3 clusters Score: Raw -6083945.833909 + Penalty 3486.932059 = -6080458.901850 nChanged 78 SP:Iteration 53Q (8565.507940 sec): 3 clusters Score: Raw -6083953.547961 + Penalty 3486.932059 = -6080466.615902 nChanged 78 SP:Iteration 54Q (8565.578733 sec): 3 clusters Score: Raw -6083960.896968 + Penalty 3486.932059 = -6080473.964909 nChanged 71 SP:Iteration 55Q (8565.649249 sec): 3 clusters Score: Raw -6083968.086792 + Penalty 3486.932059 = -6080481.154733 nChanged 87 SP:Iteration 56Q (8565.719808 sec): 3 clusters Score: Raw -6083978.534617 + Penalty 3486.932059 = -6080491.602558 nChanged 106 SP:Iteration 57Q (8565.803503 sec): 3 clusters Score: Raw -6083992.624689 + Penalty 3486.932059 = -6080505.692630 nChanged 107 SP:Iteration 58Q (8565.874285 sec): 3 clusters Score: Raw -6084006.148283 + Penalty 3486.932059 = -6080519.216224 nChanged 100 SP:Iteration 59Q (8565.945779 sec): 3 clusters Score: Raw -6084018.796387 + Penalty 3486.932059 = -6080531.864328 nChanged 103 SP:Iteration 60F (8566.024517 sec): 3 clusters Score: Raw -6084032.394872 + Penalty 3486.932059 = -6080545.462812 nChanged 113 SP:Iteration 61Q (8566.096430 sec): 3 clusters Score: Raw -6084046.997405 + Penalty 3486.932059 = -6080560.065346 nChanged 108 SP:Iteration 62Q (8566.166703 sec): 3 clusters Score: Raw -6084060.853498 + Penalty 3486.932059 = -6080573.921438 nChanged 91 SP:Iteration 63Q (8566.237411 sec): 3 clusters Score: Raw -6084072.639758 + Penalty 3486.932059 = -6080585.707699 nChanged 91 SP:Iteration 64Q (8566.308395 sec): 3 clusters Score: Raw -6084084.169443 + Penalty 3486.932059 = -6080597.237384 nChanged 81 SP:Iteration 65Q (8566.378562 sec): 3 clusters Score: Raw -6084093.592699 + Penalty 3486.932059 = -6080606.660640 nChanged 71 SP:Iteration 66Q (8566.448124 sec): 3 clusters Score: Raw -6084100.959948 + Penalty 3486.932059 = -6080614.027889 nChanged 64 SP:Iteration 67Q (8566.518011 sec): 3 clusters Score: Raw -6084109.491239 + Penalty 3486.932059 = -6080622.559179 nChanged 74 SP:Iteration 68Q (8566.599526 sec): 3 clusters Score: Raw -6084120.190565 + Penalty 3486.932059 = -6080633.258506 nChanged 85 SP:Iteration 69Q (8566.688520 sec): 3 clusters Score: Raw -6084135.424125 + Penalty 3486.932059 = -6080648.492065 nChanged 96 SP:Iteration 70Q (8566.758076 sec): 3 clusters Score: Raw -6084151.778922 + Penalty 3486.932059 = -6080664.846862 nChanged 96 SP:Iteration 71Q (8566.827617 sec): 3 clusters Score: Raw -6084167.336282 + Penalty 3486.932059 = -6080680.404223 nChanged 76 SP:Iteration 72Q (8566.897123 sec): 3 clusters Score: Raw -6084178.581605 + Penalty 3486.932059 = -6080691.649545 nChanged 68 SP:Iteration 73Q (8566.966381 sec): 3 clusters Score: Raw -6084186.341634 + Penalty 3486.932059 = -6080699.409575 nChanged 53 SP:Iteration 74Q (8567.035677 sec): 3 clusters Score: Raw -6084192.111223 + Penalty 3486.932059 = -6080705.179163 nChanged 63 SP:Iteration 75Q (8567.104896 sec): 3 clusters Score: Raw -6084199.272210 + Penalty 3486.932059 = -6080712.340151 nChanged 66 SP:Iteration 76Q (8567.174169 sec): 3 clusters Score: Raw -6084205.775466 + Penalty 3486.932059 = -6080718.843407 nChanged 51 SP:Iteration 77Q (8567.243271 sec): 3 clusters Score: Raw -6084210.839817 + Penalty 3486.932059 = -6080723.907758 nChanged 69 SP:Iteration 78Q (8567.312173 sec): 3 clusters Score: Raw -6084218.658844 + Penalty 3486.932059 = -6080731.726785 nChanged 59 SP:Iteration 79Q (8567.381049 sec): 3 clusters Score: Raw -6084225.608904 + Penalty 3486.932059 = -6080738.676845 nChanged 64 SP:Iteration 80F (8567.459524 sec): 3 clusters Score: Raw -6084235.045011 + Penalty 3486.932059 = -6080748.112952 nChanged 76 SP:Iteration 81Q (8567.529067 sec): 3 clusters Score: Raw -6084245.372606 + Penalty 3486.932059 = -6080758.440547 nChanged 70 SP:Iteration 82Q (8567.597779 sec): 3 clusters Score: Raw -6084254.082506 + Penalty 3486.932059 = -6080767.150446 nChanged 54 SP:Iteration 83Q (8567.666504 sec): 3 clusters Score: Raw -6084259.709346 + Penalty 3486.932059 = -6080772.777286 nChanged 43 SP:Iteration 84Q (8567.735211 sec): 3 clusters Score: Raw -6084263.587290 + Penalty 3486.932059 = -6080776.655230 nChanged 29 SP:Iteration 85Q (8567.803587 sec): 3 clusters Score: Raw -6084265.729008 + Penalty 3486.932059 = -6080778.796949 nChanged 25 SP:Iteration 86Q (8567.872162 sec): 3 clusters Score: Raw -6084267.771205 + Penalty 3486.932059 = -6080780.839145 nChanged 30 SP:Iteration 87Q (8567.940781 sec): 3 clusters Score: Raw -6084270.773569 + Penalty 3486.932059 = -6080783.841509 nChanged 26 SP:Iteration 88Q (8568.009333 sec): 3 clusters Score: Raw -6084273.332000 + Penalty 3486.932059 = -6080786.399941 nChanged 28 SP:Iteration 89Q (8568.077985 sec): 3 clusters Score: Raw -6084275.892197 + Penalty 3486.932059 = -6080788.960138 nChanged 26 SP:Iteration 90Q (8568.146561 sec): 3 clusters Score: Raw -6084278.122171 + Penalty 3486.932059 = -6080791.190111 nChanged 27 SP:Iteration 91Q (8568.226507 sec): 3 clusters Score: Raw -6084280.307437 + Penalty 3486.932059 = -6080793.375378 nChanged 32 SP:Iteration 92Q (8568.294789 sec): 3 clusters Score: Raw -6084283.108292 + Penalty 3486.932059 = -6080796.176233 nChanged 27 SP:Iteration 93Q (8568.363210 sec): 3 clusters Score: Raw -6084285.625392 + Penalty 3486.932059 = -6080798.693333 nChanged 26 SP:Iteration 94Q (8568.431606 sec): 3 clusters Score: Raw -6084288.047450 + Penalty 3486.932059 = -6080801.115391 nChanged 24 SP:Iteration 95Q (8568.499981 sec): 3 clusters Score: Raw -6084290.330426 + Penalty 3486.932059 = -6080803.398367 nChanged 26 SP:Iteration 96Q (8568.568530 sec): 3 clusters Score: Raw -6084292.429041 + Penalty 3486.932059 = -6080805.496981 nChanged 25 SP:Iteration 97Q (8568.636707 sec): 3 clusters Score: Raw -6084294.284857 + Penalty 3486.932059 = -6080807.352798 nChanged 27 SP:Iteration 98Q (8568.705115 sec): 3 clusters Score: Raw -6084296.423961 + Penalty 3486.932059 = -6080809.491901 nChanged 26 SP:Iteration 99Q (8568.773418 sec): 3 clusters Score: Raw -6084298.717878 + Penalty 3486.932059 = -6080811.785819 nChanged 27 SP:Iteration 100F (8568.851799 sec): 3 clusters Score: Raw -6084301.312860 + Penalty 3486.932059 = -6080814.380801 nChanged 32 SP:Iteration 101Q (8568.920841 sec): 3 clusters Score: Raw -6084304.181488 + Penalty 3486.932059 = -6080817.249429 nChanged 30 SP:Iteration 102Q (8568.988988 sec): 3 clusters Score: Raw -6084306.847190 + Penalty 3486.932059 = -6080819.915131 nChanged 25 SP:Iteration 103Q (8569.057343 sec): 3 clusters Score: Raw -6084309.415633 + Penalty 3486.932059 = -6080822.483573 nChanged 34 SP:Iteration 104Q (8569.125669 sec): 3 clusters Score: Raw -6084313.484207 + Penalty 3486.932059 = -6080826.552148 nChanged 34 SP:Iteration 105Q (8569.193744 sec): 3 clusters Score: Raw -6084317.402208 + Penalty 3486.932059 = -6080830.470149 nChanged 45 SP:Iteration 106Q (8569.261880 sec): 3 clusters Score: Raw -6084322.691920 + Penalty 3486.932059 = -6080835.759860 nChanged 38 SP:Iteration 107Q (8569.329833 sec): 3 clusters Score: Raw -6084326.259581 + Penalty 3486.932059 = -6080839.327522 nChanged 25 SP:Iteration 108Q (8569.397888 sec): 3 clusters Score: Raw -6084328.743760 + Penalty 3486.932059 = -6080841.811700 nChanged 25 SP:Iteration 109Q (8569.465824 sec): 3 clusters Score: Raw -6084331.351273 + Penalty 3486.932059 = -6080844.419213 nChanged 32 SP:Iteration 110Q (8569.533815 sec): 3 clusters Score: Raw -6084334.111911 + Penalty 3486.932059 = -6080847.179851 nChanged 28 SP:Iteration 111Q (8569.601719 sec): 3 clusters Score: Raw -6084336.883595 + Penalty 3486.932059 = -6080849.951535 nChanged 23 SP:Iteration 112Q (8569.669670 sec): 3 clusters Score: Raw -6084339.324861 + Penalty 3486.932059 = -6080852.392801 nChanged 22 SP:Iteration 113Q (8569.737820 sec): 3 clusters Score: Raw -6084341.640494 + Penalty 3486.932059 = -6080854.708434 nChanged 29 SP:Iteration 114Q (8569.805834 sec): 3 clusters Score: Raw -6084344.330326 + Penalty 3486.932059 = -6080857.398266 nChanged 24 SP:Iteration 115Q (8569.873937 sec): 3 clusters Score: Raw -6084346.662262 + Penalty 3486.932059 = -6080859.730203 nChanged 26 SP:Iteration 116Q (8569.942000 sec): 3 clusters Score: Raw -6084349.358233 + Penalty 3486.932059 = -6080862.426174 nChanged 27 SP:Iteration 117Q (8570.009812 sec): 3 clusters Score: Raw -6084351.600297 + Penalty 3486.932059 = -6080864.668238 nChanged 21 SP:Iteration 118Q (8570.076936 sec): 3 clusters Score: Raw -6084353.232109 + Penalty 3486.932059 = -6080866.300049 nChanged 18 SP:Iteration 119Q (8570.146338 sec): 3 clusters Score: Raw -6084354.919226 + Penalty 3486.932059 = -6080867.987167 nChanged 19 SP:Iteration 120F (8570.224824 sec): 3 clusters Score: Raw -6084356.929487 + Penalty 3486.932059 = -6080869.997428 nChanged 17 SP:Iteration 121Q (8570.293238 sec): 3 clusters Score: Raw -6084358.296532 + Penalty 3486.932059 = -6080871.364473 nChanged 12 SP:Iteration 122Q (8570.361016 sec): 3 clusters Score: Raw -6084358.923399 + Penalty 3486.932059 = -6080871.991340 nChanged 15 SP:Iteration 123Q (8570.428866 sec): 3 clusters Score: Raw -6084360.285204 + Penalty 3486.932059 = -6080873.353144 nChanged 12 SP:Iteration 124Q (8570.496789 sec): 3 clusters Score: Raw -6084361.107287 + Penalty 3486.932059 = -6080874.175228 nChanged 10 SP:Iteration 125Q (8570.564466 sec): 3 clusters Score: Raw -6084361.620952 + Penalty 3486.932059 = -6080874.688893 nChanged 7 SP:Iteration 126Q (8570.632138 sec): 3 clusters Score: Raw -6084362.118122 + Penalty 3486.932059 = -6080875.186063 nChanged 4 SP:Iteration 127Q (8570.700149 sec): 3 clusters Score: Raw -6084362.332326 + Penalty 3486.932059 = -6080875.400266 nChanged 3 SP:Iteration 128Q (8570.767712 sec): 3 clusters Score: Raw -6084362.471309 + Penalty 3486.932059 = -6080875.539250 nChanged 4 SP:Iteration 129Q (8570.835410 sec): 3 clusters Score: Raw -6084362.645142 + Penalty 3486.932059 = -6080875.713083 nChanged 3 SP:Iteration 130Q (8570.903188 sec): 3 clusters Score: Raw -6084362.815978 + Penalty 3486.932059 = -6080875.883918 nChanged 3 SP:Iteration 131Q (8570.970900 sec): 3 clusters Score: Raw -6084362.978460 + Penalty 3486.932059 = -6080876.046401 nChanged 5 SP:Iteration 132Q (8571.038538 sec): 3 clusters Score: Raw -6084363.263976 + Penalty 3486.932059 = -6080876.331917 nChanged 5 SP:Iteration 133Q (8571.106328 sec): 3 clusters Score: Raw -6084363.472423 + Penalty 3486.932059 = -6080876.540364 nChanged 1 SP:Iteration 134Q (8571.174007 sec): 3 clusters Score: Raw -6084363.554601 + Penalty 3486.932059 = -6080876.622542 nChanged 1 SP:Iteration 135Q (8571.241684 sec): 3 clusters Score: Raw -6084363.586122 + Penalty 3486.932059 = -6080876.654062 nChanged 0 SP:Iteration 136F (8571.320149 sec): 3 clusters Score: Raw -6084363.586122 + Penalty 3486.932059 = -6080876.654062 nChanged 0 Trying to split cluster 6 (4042 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8571.330020 sec): 2 clusters Score: Raw -518554.397916 + Penalty 1349.480421 = -517204.917495 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8571.350481 sec): 3 clusters Score: Raw -516576.473650 + Penalty 2698.960842 = -513877.512808 nChanged 1553 SP:Iteration 1F (8571.370540 sec): 3 clusters Score: Raw -517578.724806 + Penalty 2698.960842 = -514879.763964 nChanged 339 SP:Iteration 2F (8571.390358 sec): 3 clusters Score: Raw -517795.014329 + Penalty 2698.960842 = -515096.053487 nChanged 232 SP:Iteration 3F (8571.410353 sec): 3 clusters Score: Raw -517953.883738 + Penalty 2698.960842 = -515254.922896 nChanged 209 SP:Iteration 4F (8571.430290 sec): 3 clusters Score: Raw -518083.617723 + Penalty 2698.960842 = -515384.656882 nChanged 159 SP:Iteration 5Q (8571.450222 sec): 3 clusters Score: Raw -518174.207500 + Penalty 2698.960842 = -515475.246658 nChanged 129 SP:Iteration 6Q (8571.470024 sec): 3 clusters Score: Raw -518250.473316 + Penalty 2698.960842 = -515551.512474 nChanged 129 SP:Iteration 7Q (8571.490074 sec): 3 clusters Score: Raw -518322.402628 + Penalty 2698.960842 = -515623.441786 nChanged 115 SP:Iteration 8Q (8571.509713 sec): 3 clusters Score: Raw -518386.407480 + Penalty 2698.960842 = -515687.446638 nChanged 126 SP:Iteration 9Q (8571.529345 sec): 3 clusters Score: Raw -518462.964858 + Penalty 2698.960842 = -515764.004016 nChanged 135 SP:Iteration 10Q (8571.549071 sec): 3 clusters Score: Raw -518538.634244 + Penalty 2698.960842 = -515839.673403 nChanged 112 SP:Iteration 11Q (8571.568646 sec): 3 clusters Score: Raw -518589.179482 + Penalty 2698.960842 = -515890.218640 nChanged 78 SP:Iteration 12Q (8571.588289 sec): 3 clusters Score: Raw -518629.856070 + Penalty 2698.960842 = -515930.895228 nChanged 76 SP:Iteration 13Q (8571.608021 sec): 3 clusters Score: Raw -518664.748593 + Penalty 2698.960842 = -515965.787751 nChanged 68 SP:Iteration 14Q (8571.627704 sec): 3 clusters Score: Raw -518691.118169 + Penalty 2698.960842 = -515992.157327 nChanged 45 SP:Iteration 15Q (8571.647091 sec): 3 clusters Score: Raw -518708.248924 + Penalty 2698.960842 = -516009.288083 nChanged 45 SP:Iteration 16Q (8571.666727 sec): 3 clusters Score: Raw -518727.216490 + Penalty 2698.960842 = -516028.255648 nChanged 54 SP:Iteration 17Q (8571.686317 sec): 3 clusters Score: Raw -518754.984439 + Penalty 2698.960842 = -516056.023597 nChanged 65 SP:Iteration 18Q (8571.705875 sec): 3 clusters Score: Raw -518794.400021 + Penalty 2698.960842 = -516095.439179 nChanged 55 SP:Iteration 19Q (8571.725482 sec): 3 clusters Score: Raw -518828.790430 + Penalty 2698.960842 = -516129.829588 nChanged 55 SP:Iteration 20F (8571.745266 sec): 3 clusters Score: Raw -518857.491201 + Penalty 2698.960842 = -516158.530359 nChanged 48 SP:Iteration 21Q (8571.764766 sec): 3 clusters Score: Raw -518884.123317 + Penalty 2698.960842 = -516185.162476 nChanged 43 SP:Iteration 22Q (8571.784235 sec): 3 clusters Score: Raw -518905.912890 + Penalty 2698.960842 = -516206.952048 nChanged 34 SP:Iteration 23Q (8571.803823 sec): 3 clusters Score: Raw -518922.896190 + Penalty 2698.960842 = -516223.935348 nChanged 24 SP:Iteration 24Q (8571.823327 sec): 3 clusters Score: Raw -518932.243035 + Penalty 2698.960842 = -516233.282193 nChanged 20 SP:Iteration 25Q (8571.842861 sec): 3 clusters Score: Raw -518940.531557 + Penalty 2698.960842 = -516241.570715 nChanged 20 SP:Iteration 26Q (8571.862531 sec): 3 clusters Score: Raw -518949.196075 + Penalty 2698.960842 = -516250.235233 nChanged 19 SP:Iteration 27Q (8571.882125 sec): 3 clusters Score: Raw -518956.381658 + Penalty 2698.960842 = -516257.420816 nChanged 13 SP:Iteration 28Q (8571.901655 sec): 3 clusters Score: Raw -518962.612132 + Penalty 2698.960842 = -516263.651290 nChanged 20 SP:Iteration 29Q (8571.921118 sec): 3 clusters Score: Raw -518971.384576 + Penalty 2698.960842 = -516272.423735 nChanged 14 SP:Iteration 30Q (8571.940561 sec): 3 clusters Score: Raw -518975.787159 + Penalty 2698.960842 = -516276.826317 nChanged 10 SP:Iteration 31Q (8571.960097 sec): 3 clusters Score: Raw -518979.521321 + Penalty 2698.960842 = -516280.560480 nChanged 12 SP:Iteration 32Q (8571.979533 sec): 3 clusters Score: Raw -518983.566442 + Penalty 2698.960842 = -516284.605600 nChanged 12 SP:Iteration 33Q (8571.999022 sec): 3 clusters Score: Raw -518986.614332 + Penalty 2698.960842 = -516287.653490 nChanged 9 SP:Iteration 34Q (8572.018642 sec): 3 clusters Score: Raw -518990.160380 + Penalty 2698.960842 = -516291.199538 nChanged 10 SP:Iteration 35Q (8572.038208 sec): 3 clusters Score: Raw -518992.601155 + Penalty 2698.960842 = -516293.640313 nChanged 6 SP:Iteration 36Q (8572.057523 sec): 3 clusters Score: Raw -518994.808206 + Penalty 2698.960842 = -516295.847364 nChanged 7 SP:Iteration 37Q (8572.076902 sec): 3 clusters Score: Raw -518996.593604 + Penalty 2698.960842 = -516297.632762 nChanged 2 SP:Iteration 38Q (8572.096271 sec): 3 clusters Score: Raw -518997.163431 + Penalty 2698.960842 = -516298.202590 nChanged 4 SP:Iteration 39Q (8572.115520 sec): 3 clusters Score: Raw -518997.957902 + Penalty 2698.960842 = -516298.997060 nChanged 3 SP:Iteration 40F (8572.135237 sec): 3 clusters Score: Raw -518998.890923 + Penalty 2698.960842 = -516299.930081 nChanged 4 SP:Iteration 41Q (8572.154702 sec): 3 clusters Score: Raw -518999.770754 + Penalty 2698.960842 = -516300.809912 nChanged 0 SP:Iteration 42F (8572.174499 sec): 3 clusters Score: Raw -518999.770754 + Penalty 2698.960842 = -516300.809912 nChanged 0 Trying to split cluster 7 (5410 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8572.193623 sec): 2 clusters Score: Raw -719228.826559 + Penalty 1396.850710 = -717831.975849 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8572.215483 sec): 3 clusters Score: Raw -716339.342174 + Penalty 2793.701421 = -713545.640753 nChanged 2214 SP:Iteration 1F (8572.236775 sec): 3 clusters Score: Raw -717523.114158 + Penalty 2793.701421 = -714729.412737 nChanged 394 SP:Iteration 2F (8572.258054 sec): 3 clusters Score: Raw -717725.320918 + Penalty 2793.701421 = -714931.619497 nChanged 305 SP:Iteration 3F (8572.279292 sec): 3 clusters Score: Raw -717880.030691 + Penalty 2793.701421 = -715086.329270 nChanged 245 SP:Iteration 4Q (8572.300481 sec): 3 clusters Score: Raw -718020.161375 + Penalty 2793.701421 = -715226.459955 nChanged 218 SP:Iteration 5Q (8572.321929 sec): 3 clusters Score: Raw -718136.269282 + Penalty 2793.701421 = -715342.567861 nChanged 213 SP:Iteration 6Q (8572.343255 sec): 3 clusters Score: Raw -718267.194398 + Penalty 2793.701421 = -715473.492977 nChanged 235 SP:Iteration 7Q (8572.364731 sec): 3 clusters Score: Raw -718402.493352 + Penalty 2793.701421 = -715608.791931 nChanged 223 SP:Iteration 8Q (8572.386145 sec): 3 clusters Score: Raw -718535.511680 + Penalty 2793.701421 = -715741.810259 nChanged 212 SP:Iteration 9Q (8572.407343 sec): 3 clusters Score: Raw -718673.374688 + Penalty 2793.701421 = -715879.673267 nChanged 211 SP:Iteration 10Q (8572.428617 sec): 3 clusters Score: Raw -718815.849529 + Penalty 2793.701421 = -716022.148108 nChanged 188 SP:Iteration 11Q (8572.450009 sec): 3 clusters Score: Raw -718945.053576 + Penalty 2793.701421 = -716151.352155 nChanged 146 SP:Iteration 12Q (8572.471405 sec): 3 clusters Score: Raw -719023.432589 + Penalty 2793.701421 = -716229.731168 nChanged 117 SP:Iteration 13Q (8572.492654 sec): 3 clusters Score: Raw -719074.329539 + Penalty 2793.701421 = -716280.628118 nChanged 85 SP:Iteration 14Q (8572.513959 sec): 3 clusters Score: Raw -719108.438350 + Penalty 2793.701421 = -716314.736929 nChanged 71 SP:Iteration 15Q (8572.535174 sec): 3 clusters Score: Raw -719131.390611 + Penalty 2793.701421 = -716337.689190 nChanged 55 SP:Iteration 16Q (8572.556269 sec): 3 clusters Score: Raw -719149.241645 + Penalty 2793.701421 = -716355.540224 nChanged 52 SP:Iteration 17Q (8572.577370 sec): 3 clusters Score: Raw -719167.126700 + Penalty 2793.701421 = -716373.425279 nChanged 48 SP:Iteration 18Q (8572.598642 sec): 3 clusters Score: Raw -719177.707455 + Penalty 2793.701421 = -716384.006034 nChanged 31 SP:Iteration 19Q (8572.619845 sec): 3 clusters Score: Raw -719186.258111 + Penalty 2793.701421 = -716392.556690 nChanged 29 SP:Iteration 20F (8572.641083 sec): 3 clusters Score: Raw -719193.003954 + Penalty 2793.701421 = -716399.302533 nChanged 25 SP:Iteration 21Q (8572.662157 sec): 3 clusters Score: Raw -719200.313341 + Penalty 2793.701421 = -716406.611920 nChanged 30 SP:Iteration 22Q (8572.683431 sec): 3 clusters Score: Raw -719209.856373 + Penalty 2793.701421 = -716416.154952 nChanged 29 SP:Iteration 23Q (8572.704669 sec): 3 clusters Score: Raw -719217.364004 + Penalty 2793.701421 = -716423.662583 nChanged 22 SP:Iteration 24Q (8572.725770 sec): 3 clusters Score: Raw -719223.418729 + Penalty 2793.701421 = -716429.717308 nChanged 15 SP:Iteration 25Q (8572.746620 sec): 3 clusters Score: Raw -719227.664236 + Penalty 2793.701421 = -716433.962815 nChanged 15 SP:Iteration 26Q (8572.767626 sec): 3 clusters Score: Raw -719230.678540 + Penalty 2793.701421 = -716436.977119 nChanged 14 SP:Iteration 27Q (8572.788783 sec): 3 clusters Score: Raw -719233.546834 + Penalty 2793.701421 = -716439.845413 nChanged 13 SP:Iteration 28Q (8572.809839 sec): 3 clusters Score: Raw -719235.517783 + Penalty 2793.701421 = -716441.816362 nChanged 7 SP:Iteration 29Q (8572.830686 sec): 3 clusters Score: Raw -719237.151129 + Penalty 2793.701421 = -716443.449708 nChanged 12 SP:Iteration 30Q (8572.851669 sec): 3 clusters Score: Raw -719239.170552 + Penalty 2793.701421 = -716445.469131 nChanged 9 SP:Iteration 31Q (8572.872891 sec): 3 clusters Score: Raw -719241.322228 + Penalty 2793.701421 = -716447.620807 nChanged 8 SP:Iteration 32Q (8572.894186 sec): 3 clusters Score: Raw -719242.554676 + Penalty 2793.701421 = -716448.853255 nChanged 6 SP:Iteration 33Q (8572.915265 sec): 3 clusters Score: Raw -719243.261657 + Penalty 2793.701421 = -716449.560236 nChanged 8 SP:Iteration 34Q (8572.936280 sec): 3 clusters Score: Raw -719244.954496 + Penalty 2793.701421 = -716451.253075 nChanged 14 SP:Iteration 35Q (8572.957582 sec): 3 clusters Score: Raw -719247.669869 + Penalty 2793.701421 = -716453.968448 nChanged 11 SP:Iteration 36Q (8572.978786 sec): 3 clusters Score: Raw -719249.601698 + Penalty 2793.701421 = -716455.900277 nChanged 12 SP:Iteration 37Q (8572.999790 sec): 3 clusters Score: Raw -719251.760630 + Penalty 2793.701421 = -716458.059210 nChanged 11 SP:Iteration 38Q (8573.020850 sec): 3 clusters Score: Raw -719254.414902 + Penalty 2793.701421 = -716460.713481 nChanged 17 SP:Iteration 39Q (8573.041996 sec): 3 clusters Score: Raw -719258.056166 + Penalty 2793.701421 = -716464.354746 nChanged 18 SP:Iteration 40F (8573.063380 sec): 3 clusters Score: Raw -719262.772924 + Penalty 2793.701421 = -716469.071503 nChanged 18 SP:Iteration 41Q (8573.084240 sec): 3 clusters Score: Raw -719268.173863 + Penalty 2793.701421 = -716474.472442 nChanged 24 SP:Iteration 42Q (8573.105396 sec): 3 clusters Score: Raw -719275.375263 + Penalty 2793.701421 = -716481.673842 nChanged 28 SP:Iteration 43Q (8573.126169 sec): 3 clusters Score: Raw -719282.845625 + Penalty 2793.701421 = -716489.144204 nChanged 21 SP:Iteration 44Q (8573.147167 sec): 3 clusters Score: Raw -719286.514575 + Penalty 2793.701421 = -716492.813154 nChanged 15 SP:Iteration 45Q (8573.168235 sec): 3 clusters Score: Raw -719288.888754 + Penalty 2793.701421 = -716495.187333 nChanged 10 SP:Iteration 46Q (8573.189266 sec): 3 clusters Score: Raw -719290.181623 + Penalty 2793.701421 = -716496.480202 nChanged 6 SP:Iteration 47Q (8573.210256 sec): 3 clusters Score: Raw -719291.288773 + Penalty 2793.701421 = -716497.587353 nChanged 5 SP:Iteration 48Q (8573.231263 sec): 3 clusters Score: Raw -719291.906485 + Penalty 2793.701421 = -716498.205064 nChanged 4 SP:Iteration 49Q (8573.252111 sec): 3 clusters Score: Raw -719292.654946 + Penalty 2793.701421 = -716498.953525 nChanged 2 SP:Iteration 50Q (8573.272934 sec): 3 clusters Score: Raw -719292.977974 + Penalty 2793.701421 = -716499.276554 nChanged 2 SP:Iteration 51Q (8573.293908 sec): 3 clusters Score: Raw -719293.198948 + Penalty 2793.701421 = -716499.497527 nChanged 2 SP:Iteration 52Q (8573.314923 sec): 3 clusters Score: Raw -719293.444400 + Penalty 2793.701421 = -716499.742979 nChanged 1 SP:Iteration 53Q (8573.336067 sec): 3 clusters Score: Raw -719293.533222 + Penalty 2793.701421 = -716499.831801 nChanged 0 SP:Iteration 54F (8573.357186 sec): 3 clusters Score: Raw -719293.533222 + Penalty 2793.701421 = -716499.831801 nChanged 0 Trying to split cluster 8 (2145 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8573.372919 sec): 2 clusters Score: Raw -295063.978932 + Penalty 1246.520410 = -293817.458522 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8573.384447 sec): 3 clusters Score: Raw -294138.640850 + Penalty 2493.040820 = -291645.600030 nChanged 795 SP:Iteration 1F (8573.395164 sec): 3 clusters Score: Raw -294743.692786 + Penalty 2493.040820 = -292250.651966 nChanged 195 SP:Iteration 2F (8573.405893 sec): 3 clusters Score: Raw -294949.626009 + Penalty 2493.040820 = -292456.585189 nChanged 158 SP:Iteration 3F (8573.416516 sec): 3 clusters Score: Raw -295118.941446 + Penalty 2493.040820 = -292625.900626 nChanged 126 SP:Iteration 4F (8573.427175 sec): 3 clusters Score: Raw -295264.340504 + Penalty 2493.040820 = -292771.299684 nChanged 108 SP:Iteration 5F (8573.437853 sec): 3 clusters Score: Raw -295408.146002 + Penalty 2493.040820 = -292915.105181 nChanged 102 SP:Iteration 6Q (8573.448504 sec): 3 clusters Score: Raw -295546.166563 + Penalty 2493.040820 = -293053.125743 nChanged 81 SP:Iteration 7Q (8573.459154 sec): 3 clusters Score: Raw -295631.096678 + Penalty 2493.040820 = -293138.055858 nChanged 55 SP:Iteration 8Q (8573.469751 sec): 3 clusters Score: Raw -295684.687341 + Penalty 2493.040820 = -293191.646520 nChanged 33 SP:Iteration 9Q (8573.480237 sec): 3 clusters Score: Raw -295707.904926 + Penalty 2493.040820 = -293214.864105 nChanged 18 SP:Iteration 10Q (8573.490821 sec): 3 clusters Score: Raw -295721.757694 + Penalty 2493.040820 = -293228.716874 nChanged 12 SP:Iteration 11Q (8573.501379 sec): 3 clusters Score: Raw -295730.681627 + Penalty 2493.040820 = -293237.640807 nChanged 11 SP:Iteration 12Q (8573.511931 sec): 3 clusters Score: Raw -295737.223778 + Penalty 2493.040820 = -293244.182958 nChanged 5 SP:Iteration 13Q (8573.522521 sec): 3 clusters Score: Raw -295740.182380 + Penalty 2493.040820 = -293247.141559 nChanged 2 SP:Iteration 14Q (8573.533068 sec): 3 clusters Score: Raw -295741.236564 + Penalty 2493.040820 = -293248.195744 nChanged 5 SP:Iteration 15Q (8573.543598 sec): 3 clusters Score: Raw -295743.157270 + Penalty 2493.040820 = -293250.116450 nChanged 1 SP:Iteration 16Q (8573.554157 sec): 3 clusters Score: Raw -295744.087991 + Penalty 2493.040820 = -293251.047171 nChanged 0 SP:Iteration 17F (8573.564830 sec): 3 clusters Score: Raw -295744.087991 + Penalty 2493.040820 = -293251.047171 nChanged 0 Trying to split cluster 9 (9366 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8573.588501 sec): 2 clusters Score: Raw -1136520.280505 + Penalty 1486.036726 = -1135034.243779 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8573.615968 sec): 3 clusters Score: Raw -1131278.818985 + Penalty 2972.073452 = -1128306.745533 nChanged 4001 SP:Iteration 1F (8573.642344 sec): 3 clusters Score: Raw -1133570.263194 + Penalty 2972.073452 = -1130598.189742 nChanged 613 SP:Iteration 2F (8573.668894 sec): 3 clusters Score: Raw -1133969.005612 + Penalty 2972.073452 = -1130996.932161 nChanged 570 SP:Iteration 3F (8573.695392 sec): 3 clusters Score: Raw -1134435.416336 + Penalty 2972.073452 = -1131463.342884 nChanged 611 SP:Iteration 4F (8573.722041 sec): 3 clusters Score: Raw -1135043.380162 + Penalty 2972.073452 = -1132071.306710 nChanged 689 SP:Iteration 5F (8573.748433 sec): 3 clusters Score: Raw -1135655.463077 + Penalty 2972.073452 = -1132683.389626 nChanged 639 SP:Iteration 6F (8573.775023 sec): 3 clusters Score: Raw -1136090.122997 + Penalty 2972.073452 = -1133118.049545 nChanged 473 SP:Iteration 7F (8573.801538 sec): 3 clusters Score: Raw -1136339.551015 + Penalty 2972.073452 = -1133367.477563 nChanged 373 SP:Iteration 8Q (8573.827722 sec): 3 clusters Score: Raw -1136516.360391 + Penalty 2972.073452 = -1133544.286939 nChanged 273 SP:Iteration 9Q (8573.853753 sec): 3 clusters Score: Raw -1136639.385935 + Penalty 2972.073452 = -1133667.312483 nChanged 228 SP:Iteration 10Q (8573.880021 sec): 3 clusters Score: Raw -1136732.246670 + Penalty 2972.073452 = -1133760.173218 nChanged 187 SP:Iteration 11Q (8573.906144 sec): 3 clusters Score: Raw -1136799.995950 + Penalty 2972.073452 = -1133827.922498 nChanged 155 SP:Iteration 12Q (8573.932218 sec): 3 clusters Score: Raw -1136845.596755 + Penalty 2972.073452 = -1133873.523303 nChanged 104 SP:Iteration 13Q (8573.958238 sec): 3 clusters Score: Raw -1136872.703093 + Penalty 2972.073452 = -1133900.629642 nChanged 77 SP:Iteration 14Q (8573.984507 sec): 3 clusters Score: Raw -1136890.929135 + Penalty 2972.073452 = -1133918.855683 nChanged 53 SP:Iteration 15Q (8574.011260 sec): 3 clusters Score: Raw -1136900.782692 + Penalty 2972.073452 = -1133928.709241 nChanged 36 SP:Iteration 16Q (8574.037495 sec): 3 clusters Score: Raw -1136906.092376 + Penalty 2972.073452 = -1133934.018924 nChanged 21 SP:Iteration 17Q (8574.063579 sec): 3 clusters Score: Raw -1136909.770442 + Penalty 2972.073452 = -1133937.696991 nChanged 20 SP:Iteration 18Q (8574.089758 sec): 3 clusters Score: Raw -1136912.876496 + Penalty 2972.073452 = -1133940.803044 nChanged 17 SP:Iteration 19Q (8574.115778 sec): 3 clusters Score: Raw -1136915.274838 + Penalty 2972.073452 = -1133943.201386 nChanged 13 SP:Iteration 20F (8574.142186 sec): 3 clusters Score: Raw -1136917.438642 + Penalty 2972.073452 = -1133945.365190 nChanged 11 SP:Iteration 21Q (8574.172001 sec): 3 clusters Score: Raw -1136919.524966 + Penalty 2972.073452 = -1133947.451514 nChanged 11 SP:Iteration 22Q (8574.198325 sec): 3 clusters Score: Raw -1136921.719632 + Penalty 2972.073452 = -1133949.646180 nChanged 11 SP:Iteration 23Q (8574.224456 sec): 3 clusters Score: Raw -1136923.501096 + Penalty 2972.073452 = -1133951.427644 nChanged 9 SP:Iteration 24Q (8574.250466 sec): 3 clusters Score: Raw -1136924.575177 + Penalty 2972.073452 = -1133952.501725 nChanged 8 SP:Iteration 25Q (8574.276609 sec): 3 clusters Score: Raw -1136926.231350 + Penalty 2972.073452 = -1133954.157898 nChanged 15 SP:Iteration 26Q (8574.302641 sec): 3 clusters Score: Raw -1136928.386813 + Penalty 2972.073452 = -1133956.313361 nChanged 8 SP:Iteration 27Q (8574.328811 sec): 3 clusters Score: Raw -1136929.466255 + Penalty 2972.073452 = -1133957.392803 nChanged 7 SP:Iteration 28Q (8574.354966 sec): 3 clusters Score: Raw -1136930.039700 + Penalty 2972.073452 = -1133957.966249 nChanged 2 SP:Iteration 29Q (8574.381128 sec): 3 clusters Score: Raw -1136930.223476 + Penalty 2972.073452 = -1133958.150025 nChanged 2 SP:Iteration 30Q (8574.407221 sec): 3 clusters Score: Raw -1136930.341139 + Penalty 2972.073452 = -1133958.267688 nChanged 1 SP:Iteration 31Q (8574.433339 sec): 3 clusters Score: Raw -1136930.382593 + Penalty 2972.073452 = -1133958.309141 nChanged 2 SP:Iteration 32Q (8574.459526 sec): 3 clusters Score: Raw -1136930.464882 + Penalty 2972.073452 = -1133958.391430 nChanged 0 SP:Iteration 33F (8574.486237 sec): 3 clusters Score: Raw -1136930.464882 + Penalty 2972.073452 = -1133958.391430 nChanged 0 Trying to split cluster 10 (13400 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8574.513365 sec): 2 clusters Score: Raw -1742834.414438 + Penalty 1544.239123 = -1741290.175315 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8574.546940 sec): 3 clusters Score: Raw -1734992.648713 + Penalty 3088.478245 = -1731904.170467 nChanged 5997 SP:Iteration 1F (8574.579252 sec): 3 clusters Score: Raw -1738329.649564 + Penalty 3088.478245 = -1735241.171319 nChanged 855 SP:Iteration 2F (8574.611402 sec): 3 clusters Score: Raw -1738762.718945 + Penalty 3088.478245 = -1735674.240699 nChanged 832 SP:Iteration 3F (8574.643729 sec): 3 clusters Score: Raw -1739186.782756 + Penalty 3088.478245 = -1736098.304510 nChanged 746 SP:Iteration 4F (8574.675952 sec): 3 clusters Score: Raw -1739584.542780 + Penalty 3088.478245 = -1736496.064534 nChanged 695 SP:Iteration 5F (8574.708241 sec): 3 clusters Score: Raw -1739971.711310 + Penalty 3088.478245 = -1736883.233065 nChanged 640 SP:Iteration 6Q (8574.740999 sec): 3 clusters Score: Raw -1740318.804172 + Penalty 3088.478245 = -1737230.325927 nChanged 555 SP:Iteration 7Q (8574.773667 sec): 3 clusters Score: Raw -1740630.122034 + Penalty 3088.478245 = -1737541.643789 nChanged 532 SP:Iteration 8Q (8574.806198 sec): 3 clusters Score: Raw -1740931.550686 + Penalty 3088.478245 = -1737843.072441 nChanged 450 SP:Iteration 9Q (8574.838565 sec): 3 clusters Score: Raw -1741144.865812 + Penalty 3088.478245 = -1738056.387566 nChanged 348 SP:Iteration 10Q (8574.870825 sec): 3 clusters Score: Raw -1741294.484987 + Penalty 3088.478245 = -1738206.006742 nChanged 310 SP:Iteration 11Q (8574.902920 sec): 3 clusters Score: Raw -1741423.276227 + Penalty 3088.478245 = -1738334.797982 nChanged 252 SP:Iteration 12Q (8574.934892 sec): 3 clusters Score: Raw -1741512.883267 + Penalty 3088.478245 = -1738424.405022 nChanged 199 SP:Iteration 13Q (8574.966680 sec): 3 clusters Score: Raw -1741583.995706 + Penalty 3088.478245 = -1738495.517460 nChanged 178 SP:Iteration 14Q (8574.998344 sec): 3 clusters Score: Raw -1741640.741239 + Penalty 3088.478245 = -1738552.262994 nChanged 162 SP:Iteration 15Q (8575.030189 sec): 3 clusters Score: Raw -1741683.358282 + Penalty 3088.478245 = -1738594.880036 nChanged 130 SP:Iteration 16Q (8575.061868 sec): 3 clusters Score: Raw -1741716.469863 + Penalty 3088.478245 = -1738627.991618 nChanged 113 SP:Iteration 17Q (8575.093373 sec): 3 clusters Score: Raw -1741748.070086 + Penalty 3088.478245 = -1738659.591841 nChanged 127 SP:Iteration 18Q (8575.124808 sec): 3 clusters Score: Raw -1741783.377246 + Penalty 3088.478245 = -1738694.899001 nChanged 126 SP:Iteration 19Q (8575.156161 sec): 3 clusters Score: Raw -1741815.838634 + Penalty 3088.478245 = -1738727.360389 nChanged 117 SP:Iteration 20F (8575.188393 sec): 3 clusters Score: Raw -1741845.784774 + Penalty 3088.478245 = -1738757.306529 nChanged 104 SP:Iteration 21Q (8575.219709 sec): 3 clusters Score: Raw -1741872.827547 + Penalty 3088.478245 = -1738784.349302 nChanged 110 SP:Iteration 22Q (8575.251066 sec): 3 clusters Score: Raw -1741903.281299 + Penalty 3088.478245 = -1738814.803054 nChanged 128 SP:Iteration 23Q (8575.282255 sec): 3 clusters Score: Raw -1741939.304296 + Penalty 3088.478245 = -1738850.826050 nChanged 119 SP:Iteration 24Q (8575.335967 sec): 3 clusters Score: Raw -1741973.903388 + Penalty 3088.478245 = -1738885.425142 nChanged 133 SP:Iteration 25Q (8575.366893 sec): 3 clusters Score: Raw -1742013.671207 + Penalty 3088.478245 = -1738925.192962 nChanged 137 SP:Iteration 26Q (8575.398024 sec): 3 clusters Score: Raw -1742058.021682 + Penalty 3088.478245 = -1738969.543436 nChanged 136 SP:Iteration 27Q (8575.429183 sec): 3 clusters Score: Raw -1742099.042360 + Penalty 3088.478245 = -1739010.564114 nChanged 118 SP:Iteration 28Q (8575.460064 sec): 3 clusters Score: Raw -1742135.141223 + Penalty 3088.478245 = -1739046.662978 nChanged 129 SP:Iteration 29Q (8575.490828 sec): 3 clusters Score: Raw -1742174.746162 + Penalty 3088.478245 = -1739086.267916 nChanged 123 SP:Iteration 30Q (8575.521482 sec): 3 clusters Score: Raw -1742215.741578 + Penalty 3088.478245 = -1739127.263333 nChanged 125 SP:Iteration 31Q (8575.552004 sec): 3 clusters Score: Raw -1742263.571224 + Penalty 3088.478245 = -1739175.092979 nChanged 145 SP:Iteration 32Q (8575.582405 sec): 3 clusters Score: Raw -1742323.354619 + Penalty 3088.478245 = -1739234.876374 nChanged 143 SP:Iteration 33Q (8575.612838 sec): 3 clusters Score: Raw -1742376.920958 + Penalty 3088.478245 = -1739288.442713 nChanged 113 SP:Iteration 34Q (8575.643003 sec): 3 clusters Score: Raw -1742416.967115 + Penalty 3088.478245 = -1739328.488869 nChanged 113 SP:Iteration 35Q (8575.673276 sec): 3 clusters Score: Raw -1742461.603328 + Penalty 3088.478245 = -1739373.125082 nChanged 111 SP:Iteration 36Q (8575.703246 sec): 3 clusters Score: Raw -1742514.917992 + Penalty 3088.478245 = -1739426.439746 nChanged 129 SP:Iteration 37Q (8575.733173 sec): 3 clusters Score: Raw -1742583.243644 + Penalty 3088.478245 = -1739494.765399 nChanged 97 SP:Iteration 38Q (8575.762697 sec): 3 clusters Score: Raw -1742636.334363 + Penalty 3088.478245 = -1739547.856118 nChanged 101 SP:Iteration 39Q (8575.792225 sec): 3 clusters Score: Raw -1742696.119255 + Penalty 3088.478245 = -1739607.641009 nChanged 107 SP:Iteration 40F (8575.824396 sec): 3 clusters Score: Raw -1742759.861446 + Penalty 3088.478245 = -1739671.383201 nChanged 90 SP:Iteration 41Q (8575.853856 sec): 3 clusters Score: Raw -1742821.355370 + Penalty 3088.478245 = -1739732.877125 nChanged 91 SP:Iteration 42Q (8575.882930 sec): 3 clusters Score: Raw -1742872.941255 + Penalty 3088.478245 = -1739784.463009 nChanged 91 SP:Iteration 43Q (8575.912095 sec): 3 clusters Score: Raw -1742926.517973 + Penalty 3088.478245 = -1739838.039727 nChanged 71 SP:Iteration 44Q (8575.941110 sec): 3 clusters Score: Raw -1742968.968533 + Penalty 3088.478245 = -1739880.490287 nChanged 77 SP:Iteration 45Q (8575.969923 sec): 3 clusters Score: Raw -1743016.640703 + Penalty 3088.478245 = -1739928.162458 nChanged 73 SP:Iteration 46Q (8575.998551 sec): 3 clusters Score: Raw -1743056.748686 + Penalty 3088.478245 = -1739968.270441 nChanged 58 SP:Iteration 47Q (8576.027282 sec): 3 clusters Score: Raw -1743079.345369 + Penalty 3088.478245 = -1739990.867123 nChanged 40 SP:Iteration 48Q (8576.056080 sec): 3 clusters Score: Raw -1743095.782677 + Penalty 3088.478245 = -1740007.304432 nChanged 32 SP:Iteration 49Q (8576.084521 sec): 3 clusters Score: Raw -1743107.451316 + Penalty 3088.478245 = -1740018.973070 nChanged 30 SP:Iteration 50Q (8576.113290 sec): 3 clusters Score: Raw -1743115.447223 + Penalty 3088.478245 = -1740026.968977 nChanged 18 SP:Iteration 51Q (8576.141678 sec): 3 clusters Score: Raw -1743120.401343 + Penalty 3088.478245 = -1740031.923097 nChanged 16 SP:Iteration 52Q (8576.170096 sec): 3 clusters Score: Raw -1743124.261594 + Penalty 3088.478245 = -1740035.783348 nChanged 12 SP:Iteration 53Q (8576.198638 sec): 3 clusters Score: Raw -1743126.789978 + Penalty 3088.478245 = -1740038.311733 nChanged 6 SP:Iteration 54Q (8576.227277 sec): 3 clusters Score: Raw -1743127.873982 + Penalty 3088.478245 = -1740039.395736 nChanged 2 SP:Iteration 55Q (8576.255640 sec): 3 clusters Score: Raw -1743128.142263 + Penalty 3088.478245 = -1740039.664017 nChanged 1 SP:Iteration 56Q (8576.283996 sec): 3 clusters Score: Raw -1743128.376402 + Penalty 3088.478245 = -1740039.898157 nChanged 3 SP:Iteration 57Q (8576.312336 sec): 3 clusters Score: Raw -1743129.269025 + Penalty 3088.478245 = -1740040.790780 nChanged 3 SP:Iteration 58Q (8576.340947 sec): 3 clusters Score: Raw -1743129.713404 + Penalty 3088.478245 = -1740041.235159 nChanged 1 SP:Iteration 59Q (8576.369221 sec): 3 clusters Score: Raw -1743130.117122 + Penalty 3088.478245 = -1740041.638876 nChanged 4 SP:Iteration 60F (8576.401523 sec): 3 clusters Score: Raw -1743131.182184 + Penalty 3088.478245 = -1740042.703939 nChanged 4 SP:Iteration 61Q (8576.429950 sec): 3 clusters Score: Raw -1743131.964864 + Penalty 3088.478245 = -1740043.486619 nChanged 3 SP:Iteration 62Q (8576.458359 sec): 3 clusters Score: Raw -1743132.288989 + Penalty 3088.478245 = -1740043.810744 nChanged 0 SP:Iteration 63F (8576.490607 sec): 3 clusters Score: Raw -1743132.288989 + Penalty 3088.478245 = -1740043.810744 nChanged 0 Trying to split cluster 11 (3632 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8576.507645 sec): 2 clusters Score: Raw -462817.002491 + Penalty 1332.100045 = -461484.902445 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8576.526221 sec): 3 clusters Score: Raw -461045.358959 + Penalty 2664.200090 = -458381.158869 nChanged 1374 SP:Iteration 1F (8576.543797 sec): 3 clusters Score: Raw -461996.352517 + Penalty 2664.200090 = -459332.152427 nChanged 331 SP:Iteration 2F (8576.561361 sec): 3 clusters Score: Raw -462362.124185 + Penalty 2664.200090 = -459697.924095 nChanged 302 SP:Iteration 3F (8576.578835 sec): 3 clusters Score: Raw -462741.516878 + Penalty 2664.200090 = -460077.316788 nChanged 271 SP:Iteration 4F (8576.596183 sec): 3 clusters Score: Raw -463037.169538 + Penalty 2664.200090 = -460372.969448 nChanged 223 SP:Iteration 5F (8576.613622 sec): 3 clusters Score: Raw -463265.786218 + Penalty 2664.200090 = -460601.586127 nChanged 190 SP:Iteration 6F (8576.630991 sec): 3 clusters Score: Raw -463439.027771 + Penalty 2664.200090 = -460774.827680 nChanged 131 SP:Iteration 7Q (8576.648036 sec): 3 clusters Score: Raw -463552.943585 + Penalty 2664.200090 = -460888.743495 nChanged 96 SP:Iteration 8Q (8576.665122 sec): 3 clusters Score: Raw -463619.004576 + Penalty 2664.200090 = -460954.804486 nChanged 70 SP:Iteration 9Q (8576.681993 sec): 3 clusters Score: Raw -463673.318763 + Penalty 2664.200090 = -461009.118672 nChanged 61 SP:Iteration 10Q (8576.698921 sec): 3 clusters Score: Raw -463718.387367 + Penalty 2664.200090 = -461054.187277 nChanged 57 SP:Iteration 11Q (8576.715819 sec): 3 clusters Score: Raw -463758.288480 + Penalty 2664.200090 = -461094.088389 nChanged 54 SP:Iteration 12Q (8576.732674 sec): 3 clusters Score: Raw -463796.079703 + Penalty 2664.200090 = -461131.879613 nChanged 40 SP:Iteration 13Q (8576.749306 sec): 3 clusters Score: Raw -463817.112358 + Penalty 2664.200090 = -461152.912268 nChanged 23 SP:Iteration 14Q (8576.766025 sec): 3 clusters Score: Raw -463828.575076 + Penalty 2664.200090 = -461164.374985 nChanged 21 SP:Iteration 15Q (8576.782608 sec): 3 clusters Score: Raw -463839.326337 + Penalty 2664.200090 = -461175.126247 nChanged 9 SP:Iteration 16Q (8576.799265 sec): 3 clusters Score: Raw -463844.209408 + Penalty 2664.200090 = -461180.009318 nChanged 9 SP:Iteration 17Q (8576.815950 sec): 3 clusters Score: Raw -463849.385976 + Penalty 2664.200090 = -461185.185885 nChanged 7 SP:Iteration 18Q (8576.832402 sec): 3 clusters Score: Raw -463852.392007 + Penalty 2664.200090 = -461188.191916 nChanged 9 SP:Iteration 19Q (8576.848929 sec): 3 clusters Score: Raw -463856.564147 + Penalty 2664.200090 = -461192.364057 nChanged 9 SP:Iteration 20F (8576.866080 sec): 3 clusters Score: Raw -463859.993517 + Penalty 2664.200090 = -461195.793427 nChanged 8 SP:Iteration 21Q (8576.882739 sec): 3 clusters Score: Raw -463863.117899 + Penalty 2664.200090 = -461198.917808 nChanged 6 SP:Iteration 22Q (8576.899223 sec): 3 clusters Score: Raw -463866.561716 + Penalty 2664.200090 = -461202.361625 nChanged 4 SP:Iteration 23Q (8576.915702 sec): 3 clusters Score: Raw -463868.529993 + Penalty 2664.200090 = -461204.329903 nChanged 5 SP:Iteration 24Q (8576.932300 sec): 3 clusters Score: Raw -463869.645115 + Penalty 2664.200090 = -461205.445025 nChanged 4 SP:Iteration 25Q (8576.948923 sec): 3 clusters Score: Raw -463870.963588 + Penalty 2664.200090 = -461206.763497 nChanged 0 SP:Iteration 26F (8576.966235 sec): 3 clusters Score: Raw -463870.963588 + Penalty 2664.200090 = -461206.763497 nChanged 0 Trying to split cluster 12 (16833 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8576.998442 sec): 2 clusters Score: Raw -2151907.602243 + Penalty 1581.303185 = -2150326.299058 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8577.040285 sec): 3 clusters Score: Raw -2141879.191808 + Penalty 3162.606370 = -2138716.585438 nChanged 7491 SP:Iteration 1F (8577.080326 sec): 3 clusters Score: Raw -2146038.916317 + Penalty 3162.606370 = -2142876.309947 nChanged 973 SP:Iteration 2F (8577.120587 sec): 3 clusters Score: Raw -2146448.026008 + Penalty 3162.606370 = -2143285.419637 nChanged 895 SP:Iteration 3F (8577.160712 sec): 3 clusters Score: Raw -2146819.205199 + Penalty 3162.606370 = -2143656.598828 nChanged 856 SP:Iteration 4F (8577.200520 sec): 3 clusters Score: Raw -2147194.539959 + Penalty 3162.606370 = -2144031.933588 nChanged 795 SP:Iteration 5Q (8577.240818 sec): 3 clusters Score: Raw -2147568.211100 + Penalty 3162.606370 = -2144405.604730 nChanged 767 SP:Iteration 6Q (8577.280978 sec): 3 clusters Score: Raw -2147943.922483 + Penalty 3162.606370 = -2144781.316113 nChanged 802 SP:Iteration 7Q (8577.321099 sec): 3 clusters Score: Raw -2148375.220181 + Penalty 3162.606370 = -2145212.613811 nChanged 808 SP:Iteration 8Q (8577.360976 sec): 3 clusters Score: Raw -2148827.025749 + Penalty 3162.606370 = -2145664.419378 nChanged 731 SP:Iteration 9Q (8577.400983 sec): 3 clusters Score: Raw -2149258.845409 + Penalty 3162.606370 = -2146096.239038 nChanged 678 SP:Iteration 10Q (8577.440486 sec): 3 clusters Score: Raw -2149663.032797 + Penalty 3162.606370 = -2146500.426426 nChanged 615 SP:Iteration 11Q (8577.479971 sec): 3 clusters Score: Raw -2150020.633461 + Penalty 3162.606370 = -2146858.027091 nChanged 525 SP:Iteration 12Q (8577.519067 sec): 3 clusters Score: Raw -2150329.205567 + Penalty 3162.606370 = -2147166.599196 nChanged 452 SP:Iteration 13Q (8577.557166 sec): 3 clusters Score: Raw -2150593.352162 + Penalty 3162.606370 = -2147430.745792 nChanged 393 SP:Iteration 14Q (8577.594680 sec): 3 clusters Score: Raw -2150826.611638 + Penalty 3162.606370 = -2147664.005268 nChanged 357 SP:Iteration 15Q (8577.631467 sec): 3 clusters Score: Raw -2151056.143037 + Penalty 3162.606370 = -2147893.536666 nChanged 329 SP:Iteration 16Q (8577.667759 sec): 3 clusters Score: Raw -2151286.290019 + Penalty 3162.606370 = -2148123.683649 nChanged 285 SP:Iteration 17Q (8577.703339 sec): 3 clusters Score: Raw -2151483.382257 + Penalty 3162.606370 = -2148320.775886 nChanged 213 SP:Iteration 18Q (8577.738233 sec): 3 clusters Score: Raw -2151618.101643 + Penalty 3162.606370 = -2148455.495273 nChanged 152 SP:Iteration 19Q (8577.772462 sec): 3 clusters Score: Raw -2151713.130276 + Penalty 3162.606370 = -2148550.523905 nChanged 127 SP:Iteration 20F (8577.812358 sec): 3 clusters Score: Raw -2151797.365207 + Penalty 3162.606370 = -2148634.758837 nChanged 102 SP:Iteration 21Q (8577.845728 sec): 3 clusters Score: Raw -2151866.896626 + Penalty 3162.606370 = -2148704.290255 nChanged 77 SP:Iteration 22Q (8577.878601 sec): 3 clusters Score: Raw -2151912.930724 + Penalty 3162.606370 = -2148750.324354 nChanged 67 SP:Iteration 23Q (8577.911362 sec): 3 clusters Score: Raw -2151965.331975 + Penalty 3162.606370 = -2148802.725605 nChanged 59 SP:Iteration 24Q (8577.943850 sec): 3 clusters Score: Raw -2152004.658396 + Penalty 3162.606370 = -2148842.052026 nChanged 39 SP:Iteration 25Q (8577.976323 sec): 3 clusters Score: Raw -2152025.902713 + Penalty 3162.606370 = -2148863.296343 nChanged 31 SP:Iteration 26Q (8578.008683 sec): 3 clusters Score: Raw -2152048.074351 + Penalty 3162.606370 = -2148885.467981 nChanged 16 SP:Iteration 27Q (8578.040632 sec): 3 clusters Score: Raw -2152062.149991 + Penalty 3162.606370 = -2148899.543620 nChanged 18 SP:Iteration 28Q (8578.072536 sec): 3 clusters Score: Raw -2152073.301170 + Penalty 3162.606370 = -2148910.694800 nChanged 22 SP:Iteration 29Q (8578.104486 sec): 3 clusters Score: Raw -2152087.244912 + Penalty 3162.606370 = -2148924.638541 nChanged 17 SP:Iteration 30Q (8578.136352 sec): 3 clusters Score: Raw -2152098.467948 + Penalty 3162.606370 = -2148935.861578 nChanged 19 SP:Iteration 31Q (8578.168232 sec): 3 clusters Score: Raw -2152110.093273 + Penalty 3162.606370 = -2148947.486902 nChanged 12 SP:Iteration 32Q (8578.200026 sec): 3 clusters Score: Raw -2152118.431541 + Penalty 3162.606370 = -2148955.825170 nChanged 8 SP:Iteration 33Q (8578.231895 sec): 3 clusters Score: Raw -2152122.676934 + Penalty 3162.606370 = -2148960.070564 nChanged 6 SP:Iteration 34Q (8578.263827 sec): 3 clusters Score: Raw -2152124.365924 + Penalty 3162.606370 = -2148961.759554 nChanged 1 SP:Iteration 35Q (8578.295588 sec): 3 clusters Score: Raw -2152125.259120 + Penalty 3162.606370 = -2148962.652749 nChanged 1 SP:Iteration 36Q (8578.327359 sec): 3 clusters Score: Raw -2152126.400856 + Penalty 3162.606370 = -2148963.794485 nChanged 2 SP:Iteration 37Q (8578.359347 sec): 3 clusters Score: Raw -2152126.921809 + Penalty 3162.606370 = -2148964.315439 nChanged 1 SP:Iteration 38Q (8578.391094 sec): 3 clusters Score: Raw -2152127.277848 + Penalty 3162.606370 = -2148964.671477 nChanged 0 SP:Iteration 39F (8578.430696 sec): 3 clusters Score: Raw -2152127.277848 + Penalty 3162.606370 = -2148964.671477 nChanged 0 Trying to split cluster 13 (2967 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8578.446919 sec): 2 clusters Score: Raw -384706.873440 + Penalty 1299.237326 = -383407.636114 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8578.462328 sec): 3 clusters Score: Raw -383314.388575 + Penalty 2598.474652 = -380715.913923 nChanged 1104 SP:Iteration 1F (8578.476959 sec): 3 clusters Score: Raw -383968.005997 + Penalty 2598.474652 = -381369.531346 nChanged 215 SP:Iteration 2F (8578.491399 sec): 3 clusters Score: Raw -384139.880508 + Penalty 2598.474652 = -381541.405856 nChanged 169 SP:Iteration 3F (8578.505840 sec): 3 clusters Score: Raw -384270.050870 + Penalty 2598.474652 = -381671.576219 nChanged 118 SP:Iteration 4Q (8578.520144 sec): 3 clusters Score: Raw -384365.587401 + Penalty 2598.474652 = -381767.112749 nChanged 115 SP:Iteration 5Q (8578.534559 sec): 3 clusters Score: Raw -384450.105270 + Penalty 2598.474652 = -381851.630619 nChanged 99 SP:Iteration 6Q (8578.548973 sec): 3 clusters Score: Raw -384535.469955 + Penalty 2598.474652 = -381936.995304 nChanged 101 SP:Iteration 7Q (8578.563263 sec): 3 clusters Score: Raw -384624.034189 + Penalty 2598.474652 = -382025.559537 nChanged 104 SP:Iteration 8Q (8578.577585 sec): 3 clusters Score: Raw -384712.263709 + Penalty 2598.474652 = -382113.789057 nChanged 97 SP:Iteration 9Q (8578.591861 sec): 3 clusters Score: Raw -384785.928755 + Penalty 2598.474652 = -382187.454103 nChanged 101 SP:Iteration 10Q (8578.606086 sec): 3 clusters Score: Raw -384860.411905 + Penalty 2598.474652 = -382261.937254 nChanged 92 SP:Iteration 11Q (8578.620292 sec): 3 clusters Score: Raw -384935.029894 + Penalty 2598.474652 = -382336.555242 nChanged 82 SP:Iteration 12Q (8578.634383 sec): 3 clusters Score: Raw -384998.481058 + Penalty 2598.474652 = -382400.006406 nChanged 68 SP:Iteration 13Q (8578.648563 sec): 3 clusters Score: Raw -385037.632191 + Penalty 2598.474652 = -382439.157539 nChanged 44 SP:Iteration 14Q (8578.662751 sec): 3 clusters Score: Raw -385063.799894 + Penalty 2598.474652 = -382465.325243 nChanged 31 SP:Iteration 15Q (8578.676894 sec): 3 clusters Score: Raw -385077.640671 + Penalty 2598.474652 = -382479.166020 nChanged 24 SP:Iteration 16Q (8578.690874 sec): 3 clusters Score: Raw -385091.896970 + Penalty 2598.474652 = -382493.422318 nChanged 34 SP:Iteration 17Q (8578.705006 sec): 3 clusters Score: Raw -385105.611281 + Penalty 2598.474652 = -382507.136630 nChanged 23 SP:Iteration 18Q (8578.719083 sec): 3 clusters Score: Raw -385114.091685 + Penalty 2598.474652 = -382515.617034 nChanged 7 SP:Iteration 19Q (8578.733098 sec): 3 clusters Score: Raw -385118.069016 + Penalty 2598.474652 = -382519.594365 nChanged 9 SP:Iteration 20F (8578.747344 sec): 3 clusters Score: Raw -385121.676215 + Penalty 2598.474652 = -382523.201563 nChanged 6 SP:Iteration 21Q (8578.761434 sec): 3 clusters Score: Raw -385123.665919 + Penalty 2598.474652 = -382525.191268 nChanged 5 SP:Iteration 22Q (8578.775501 sec): 3 clusters Score: Raw -385125.481980 + Penalty 2598.474652 = -382527.007329 nChanged 4 SP:Iteration 23Q (8578.789574 sec): 3 clusters Score: Raw -385127.217836 + Penalty 2598.474652 = -382528.743184 nChanged 2 SP:Iteration 24Q (8578.803609 sec): 3 clusters Score: Raw -385127.439543 + Penalty 2598.474652 = -382528.964891 nChanged 1 SP:Iteration 25Q (8578.817718 sec): 3 clusters Score: Raw -385127.669349 + Penalty 2598.474652 = -382529.194697 nChanged 0 SP:Iteration 26F (8578.832105 sec): 3 clusters Score: Raw -385127.669349 + Penalty 2598.474652 = -382529.194697 nChanged 0 Trying to split cluster 14 (207 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8578.843722 sec): 2 clusters Score: Raw -20596.211160 + Penalty 866.566804 = -19729.644356 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8578.845499 sec): 3 clusters Score: Raw -20756.988155 + Penalty 1733.133608 = -19023.854548 nChanged 34 SP:Iteration 1F (8578.847132 sec): 3 clusters Score: Raw -20833.897482 + Penalty 1733.133608 = -19100.763874 nChanged 9 SP:Iteration 2Q (8578.848773 sec): 3 clusters Score: Raw -20864.163764 + Penalty 1733.133608 = -19131.030156 nChanged 8 SP:Iteration 3Q (8578.850364 sec): 3 clusters Score: Raw -20918.684924 + Penalty 1733.133608 = -19185.551316 nChanged 2 SP:Iteration 4Q (8578.851930 sec): 3 clusters Score: Raw -20923.751886 + Penalty 1733.133608 = -19190.618278 nChanged 1 SP:Iteration 5Q (8578.853484 sec): 3 clusters Score: Raw -20925.561522 + Penalty 1733.133608 = -19192.427914 nChanged 0 SP:Iteration 6F (8578.855091 sec): 3 clusters Score: Raw -20925.561522 + Penalty 1733.133608 = -19192.427914 nChanged 0 Trying to split cluster 15 (34072 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8578.908245 sec): 2 clusters Score: Raw -4501552.756009 + Penalty 1695.887572 = -4499856.868438 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8578.974819 sec): 3 clusters Score: Raw -4480233.860199 + Penalty 3391.775144 = -4476842.085055 nChanged 15904 SP:Iteration 1F (8579.036769 sec): 3 clusters Score: Raw -4489419.572151 + Penalty 3391.775144 = -4486027.797007 nChanged 1898 SP:Iteration 2F (8579.098742 sec): 3 clusters Score: Raw -4490259.284207 + Penalty 3391.775144 = -4486867.509063 nChanged 1997 SP:Iteration 3F (8579.160662 sec): 3 clusters Score: Raw -4491328.185817 + Penalty 3391.775144 = -4487936.410673 nChanged 2158 SP:Iteration 4F (8579.222613 sec): 3 clusters Score: Raw -4492736.882257 + Penalty 3391.775144 = -4489345.107113 nChanged 2361 SP:Iteration 5F (8579.284479 sec): 3 clusters Score: Raw -4494549.879286 + Penalty 3391.775144 = -4491158.104142 nChanged 2337 SP:Iteration 6F (8579.348659 sec): 3 clusters Score: Raw -4496509.693626 + Penalty 3391.775144 = -4493117.918482 nChanged 2054 SP:Iteration 7F (8579.410454 sec): 3 clusters Score: Raw -4498268.093075 + Penalty 3391.775144 = -4494876.317931 nChanged 1637 SP:Iteration 8Q (8579.472705 sec): 3 clusters Score: Raw -4499602.670549 + Penalty 3391.775144 = -4496210.895406 nChanged 1144 SP:Iteration 9Q (8579.533125 sec): 3 clusters Score: Raw -4500435.741424 + Penalty 3391.775144 = -4497043.966280 nChanged 855 SP:Iteration 10Q (8579.592270 sec): 3 clusters Score: Raw -4501093.918567 + Penalty 3391.775144 = -4497702.143424 nChanged 735 SP:Iteration 11Q (8579.650625 sec): 3 clusters Score: Raw -4501609.462836 + Penalty 3391.775144 = -4498217.687692 nChanged 599 SP:Iteration 12Q (8579.708427 sec): 3 clusters Score: Raw -4501924.049475 + Penalty 3391.775144 = -4498532.274331 nChanged 431 SP:Iteration 13Q (8579.765182 sec): 3 clusters Score: Raw -4502098.055443 + Penalty 3391.775144 = -4498706.280300 nChanged 342 SP:Iteration 14Q (8579.821308 sec): 3 clusters Score: Raw -4502209.423694 + Penalty 3391.775144 = -4498817.648550 nChanged 263 SP:Iteration 15Q (8579.877469 sec): 3 clusters Score: Raw -4502277.823415 + Penalty 3391.775144 = -4498886.048271 nChanged 197 SP:Iteration 16Q (8579.933477 sec): 3 clusters Score: Raw -4502316.999768 + Penalty 3391.775144 = -4498925.224624 nChanged 140 SP:Iteration 17Q (8579.989069 sec): 3 clusters Score: Raw -4502337.168035 + Penalty 3391.775144 = -4498945.392891 nChanged 101 SP:Iteration 18Q (8580.044585 sec): 3 clusters Score: Raw -4502350.413082 + Penalty 3391.775144 = -4498958.637938 nChanged 80 SP:Iteration 19Q (8580.100062 sec): 3 clusters Score: Raw -4502360.191000 + Penalty 3391.775144 = -4498968.415856 nChanged 65 SP:Iteration 20F (8580.162061 sec): 3 clusters Score: Raw -4502365.952791 + Penalty 3391.775144 = -4498974.177647 nChanged 51 SP:Iteration 21Q (8580.218229 sec): 3 clusters Score: Raw -4502369.924442 + Penalty 3391.775144 = -4498978.149298 nChanged 35 SP:Iteration 22Q (8580.274217 sec): 3 clusters Score: Raw -4502372.100594 + Penalty 3391.775144 = -4498980.325450 nChanged 22 SP:Iteration 23Q (8580.330095 sec): 3 clusters Score: Raw -4502373.311428 + Penalty 3391.775144 = -4498981.536285 nChanged 13 SP:Iteration 24Q (8580.385659 sec): 3 clusters Score: Raw -4502373.804067 + Penalty 3391.775144 = -4498982.028923 nChanged 10 SP:Iteration 25Q (8580.441610 sec): 3 clusters Score: Raw -4502374.224822 + Penalty 3391.775144 = -4498982.449678 nChanged 9 SP:Iteration 26Q (8580.497420 sec): 3 clusters Score: Raw -4502374.609034 + Penalty 3391.775144 = -4498982.833890 nChanged 9 SP:Iteration 27Q (8580.552996 sec): 3 clusters Score: Raw -4502375.033640 + Penalty 3391.775144 = -4498983.258496 nChanged 7 SP:Iteration 28Q (8580.608791 sec): 3 clusters Score: Raw -4502375.310324 + Penalty 3391.775144 = -4498983.535180 nChanged 4 SP:Iteration 29Q (8580.664321 sec): 3 clusters Score: Raw -4502375.421687 + Penalty 3391.775144 = -4498983.646543 nChanged 4 SP:Iteration 30Q (8580.720132 sec): 3 clusters Score: Raw -4502375.550934 + Penalty 3391.775144 = -4498983.775790 nChanged 2 SP:Iteration 31Q (8580.775885 sec): 3 clusters Score: Raw -4502375.633759 + Penalty 3391.775144 = -4498983.858615 nChanged 4 SP:Iteration 32Q (8580.831441 sec): 3 clusters Score: Raw -4502375.773741 + Penalty 3391.775144 = -4498983.998597 nChanged 5 SP:Iteration 33Q (8580.887002 sec): 3 clusters Score: Raw -4502376.075735 + Penalty 3391.775144 = -4498984.300591 nChanged 8 SP:Iteration 34Q (8580.942758 sec): 3 clusters Score: Raw -4502376.427475 + Penalty 3391.775144 = -4498984.652331 nChanged 4 SP:Iteration 35Q (8580.998367 sec): 3 clusters Score: Raw -4502376.524631 + Penalty 3391.775144 = -4498984.749487 nChanged 2 SP:Iteration 36Q (8581.053991 sec): 3 clusters Score: Raw -4502376.573839 + Penalty 3391.775144 = -4498984.798695 nChanged 1 SP:Iteration 37Q (8581.109741 sec): 3 clusters Score: Raw -4502376.583023 + Penalty 3391.775144 = -4498984.807879 nChanged 0 SP:Iteration 38F (8581.171152 sec): 3 clusters Score: Raw -4502376.583023 + Penalty 3391.775144 = -4498984.807879 nChanged 0 Trying to split cluster 16 (6582 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8581.187972 sec): 2 clusters Score: Raw -896226.029333 + Penalty 1428.715264 = -894797.314069 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8581.212558 sec): 3 clusters Score: Raw -892685.659386 + Penalty 2857.430527 = -889828.228859 nChanged 2767 SP:Iteration 1F (8581.236518 sec): 3 clusters Score: Raw -894180.904918 + Penalty 2857.430527 = -891323.474391 nChanged 439 SP:Iteration 2F (8581.260808 sec): 3 clusters Score: Raw -894446.462642 + Penalty 2857.430527 = -891589.032115 nChanged 396 SP:Iteration 3F (8581.284811 sec): 3 clusters Score: Raw -894685.722836 + Penalty 2857.430527 = -891828.292309 nChanged 347 SP:Iteration 4F (8581.308925 sec): 3 clusters Score: Raw -894885.382919 + Penalty 2857.430527 = -892027.952392 nChanged 290 SP:Iteration 5Q (8581.333178 sec): 3 clusters Score: Raw -895029.122039 + Penalty 2857.430527 = -892171.691512 nChanged 236 SP:Iteration 6Q (8581.357220 sec): 3 clusters Score: Raw -895147.385649 + Penalty 2857.430527 = -892289.955122 nChanged 231 SP:Iteration 7Q (8581.381268 sec): 3 clusters Score: Raw -895265.621343 + Penalty 2857.430527 = -892408.190816 nChanged 210 SP:Iteration 8Q (8581.405428 sec): 3 clusters Score: Raw -895356.262845 + Penalty 2857.430527 = -892498.832318 nChanged 176 SP:Iteration 9Q (8581.429334 sec): 3 clusters Score: Raw -895427.341960 + Penalty 2857.430527 = -892569.911433 nChanged 157 SP:Iteration 10Q (8581.453232 sec): 3 clusters Score: Raw -895490.473015 + Penalty 2857.430527 = -892633.042488 nChanged 149 SP:Iteration 11Q (8581.477383 sec): 3 clusters Score: Raw -895547.195017 + Penalty 2857.430527 = -892689.764489 nChanged 111 SP:Iteration 12Q (8581.501431 sec): 3 clusters Score: Raw -895591.846568 + Penalty 2857.430527 = -892734.416041 nChanged 117 SP:Iteration 13Q (8581.525314 sec): 3 clusters Score: Raw -895637.044858 + Penalty 2857.430527 = -892779.614331 nChanged 137 SP:Iteration 14Q (8581.549196 sec): 3 clusters Score: Raw -895686.891248 + Penalty 2857.430527 = -892829.460721 nChanged 104 SP:Iteration 15Q (8581.573041 sec): 3 clusters Score: Raw -895723.848404 + Penalty 2857.430527 = -892866.417876 nChanged 94 SP:Iteration 16Q (8581.596985 sec): 3 clusters Score: Raw -895757.132026 + Penalty 2857.430527 = -892899.701499 nChanged 110 SP:Iteration 17Q (8581.620617 sec): 3 clusters Score: Raw -895789.521475 + Penalty 2857.430527 = -892932.090948 nChanged 86 SP:Iteration 18Q (8581.644295 sec): 3 clusters Score: Raw -895816.163404 + Penalty 2857.430527 = -892958.732877 nChanged 71 SP:Iteration 19Q (8581.668404 sec): 3 clusters Score: Raw -895838.133089 + Penalty 2857.430527 = -892980.702562 nChanged 71 SP:Iteration 20F (8581.692512 sec): 3 clusters Score: Raw -895861.775339 + Penalty 2857.430527 = -893004.344812 nChanged 76 SP:Iteration 21Q (8581.716442 sec): 3 clusters Score: Raw -895886.311959 + Penalty 2857.430527 = -893028.881432 nChanged 68 SP:Iteration 22Q (8581.740131 sec): 3 clusters Score: Raw -895908.626992 + Penalty 2857.430527 = -893051.196465 nChanged 67 SP:Iteration 23Q (8581.763775 sec): 3 clusters Score: Raw -895927.605288 + Penalty 2857.430527 = -893070.174761 nChanged 66 SP:Iteration 24Q (8581.787541 sec): 3 clusters Score: Raw -895948.645597 + Penalty 2857.430527 = -893091.215070 nChanged 68 SP:Iteration 25Q (8581.811353 sec): 3 clusters Score: Raw -895967.444466 + Penalty 2857.430527 = -893110.013939 nChanged 59 SP:Iteration 26Q (8581.835214 sec): 3 clusters Score: Raw -895984.639978 + Penalty 2857.430527 = -893127.209450 nChanged 58 SP:Iteration 27Q (8581.859163 sec): 3 clusters Score: Raw -896000.482706 + Penalty 2857.430527 = -893143.052179 nChanged 45 SP:Iteration 28Q (8581.883039 sec): 3 clusters Score: Raw -896010.817495 + Penalty 2857.430527 = -893153.386968 nChanged 40 SP:Iteration 29Q (8581.906666 sec): 3 clusters Score: Raw -896020.426701 + Penalty 2857.430527 = -893162.996174 nChanged 35 SP:Iteration 30Q (8581.930214 sec): 3 clusters Score: Raw -896029.935528 + Penalty 2857.430527 = -893172.505001 nChanged 38 SP:Iteration 31Q (8581.953903 sec): 3 clusters Score: Raw -896040.248836 + Penalty 2857.430527 = -893182.818309 nChanged 44 SP:Iteration 32Q (8581.977463 sec): 3 clusters Score: Raw -896049.375365 + Penalty 2857.430527 = -893191.944838 nChanged 34 SP:Iteration 33Q (8582.001365 sec): 3 clusters Score: Raw -896056.055386 + Penalty 2857.430527 = -893198.624859 nChanged 25 SP:Iteration 34Q (8582.024895 sec): 3 clusters Score: Raw -896061.008763 + Penalty 2857.430527 = -893203.578236 nChanged 26 SP:Iteration 35Q (8582.048827 sec): 3 clusters Score: Raw -896066.193377 + Penalty 2857.430527 = -893208.762850 nChanged 27 SP:Iteration 36Q (8582.072608 sec): 3 clusters Score: Raw -896070.715630 + Penalty 2857.430527 = -893213.285103 nChanged 24 SP:Iteration 37Q (8582.096253 sec): 3 clusters Score: Raw -896074.330986 + Penalty 2857.430527 = -893216.900458 nChanged 23 SP:Iteration 38Q (8582.119903 sec): 3 clusters Score: Raw -896078.057007 + Penalty 2857.430527 = -893220.626480 nChanged 17 SP:Iteration 39Q (8582.143749 sec): 3 clusters Score: Raw -896081.231531 + Penalty 2857.430527 = -893223.801004 nChanged 18 SP:Iteration 40F (8582.167756 sec): 3 clusters Score: Raw -896084.768401 + Penalty 2857.430527 = -893227.337874 nChanged 19 SP:Iteration 41Q (8582.191698 sec): 3 clusters Score: Raw -896087.493741 + Penalty 2857.430527 = -893230.063214 nChanged 14 SP:Iteration 42Q (8582.215567 sec): 3 clusters Score: Raw -896090.226569 + Penalty 2857.430527 = -893232.796042 nChanged 20 SP:Iteration 43Q (8582.239133 sec): 3 clusters Score: Raw -896093.607797 + Penalty 2857.430527 = -893236.177269 nChanged 29 SP:Iteration 44Q (8582.262655 sec): 3 clusters Score: Raw -896098.757007 + Penalty 2857.430527 = -893241.326480 nChanged 25 SP:Iteration 45Q (8582.286082 sec): 3 clusters Score: Raw -896103.343216 + Penalty 2857.430527 = -893245.912689 nChanged 14 SP:Iteration 46Q (8582.309725 sec): 3 clusters Score: Raw -896105.962147 + Penalty 2857.430527 = -893248.531620 nChanged 23 SP:Iteration 47Q (8582.333445 sec): 3 clusters Score: Raw -896109.852237 + Penalty 2857.430527 = -893252.421710 nChanged 17 SP:Iteration 48Q (8582.357200 sec): 3 clusters Score: Raw -896113.610517 + Penalty 2857.430527 = -893256.179990 nChanged 21 SP:Iteration 49Q (8582.380924 sec): 3 clusters Score: Raw -896117.173234 + Penalty 2857.430527 = -893259.742707 nChanged 18 SP:Iteration 50Q (8582.404542 sec): 3 clusters Score: Raw -896121.247944 + Penalty 2857.430527 = -893263.817417 nChanged 22 SP:Iteration 51Q (8582.428076 sec): 3 clusters Score: Raw -896126.465941 + Penalty 2857.430527 = -893269.035414 nChanged 22 SP:Iteration 52Q (8582.451852 sec): 3 clusters Score: Raw -896131.922084 + Penalty 2857.430527 = -893274.491557 nChanged 31 SP:Iteration 53Q (8582.475615 sec): 3 clusters Score: Raw -896139.456543 + Penalty 2857.430527 = -893282.026016 nChanged 34 SP:Iteration 54Q (8582.499329 sec): 3 clusters Score: Raw -896147.365789 + Penalty 2857.430527 = -893289.935262 nChanged 34 SP:Iteration 55Q (8582.522871 sec): 3 clusters Score: Raw -896155.714541 + Penalty 2857.430527 = -893298.284013 nChanged 28 SP:Iteration 56Q (8582.546410 sec): 3 clusters Score: Raw -896160.612328 + Penalty 2857.430527 = -893303.181801 nChanged 27 SP:Iteration 57Q (8582.569868 sec): 3 clusters Score: Raw -896167.773673 + Penalty 2857.430527 = -893310.343146 nChanged 27 SP:Iteration 58Q (8582.593519 sec): 3 clusters Score: Raw -896174.308848 + Penalty 2857.430527 = -893316.878321 nChanged 23 SP:Iteration 59Q (8582.617251 sec): 3 clusters Score: Raw -896178.571978 + Penalty 2857.430527 = -893321.141451 nChanged 19 SP:Iteration 60F (8582.641367 sec): 3 clusters Score: Raw -896184.022111 + Penalty 2857.430527 = -893326.591584 nChanged 23 SP:Iteration 61Q (8582.664934 sec): 3 clusters Score: Raw -896189.212747 + Penalty 2857.430527 = -893331.782220 nChanged 17 SP:Iteration 62Q (8582.688648 sec): 3 clusters Score: Raw -896193.080435 + Penalty 2857.430527 = -893335.649908 nChanged 22 SP:Iteration 63Q (8582.712332 sec): 3 clusters Score: Raw -896198.277422 + Penalty 2857.430527 = -893340.846894 nChanged 20 SP:Iteration 64Q (8582.736014 sec): 3 clusters Score: Raw -896202.948456 + Penalty 2857.430527 = -893345.517929 nChanged 23 SP:Iteration 65Q (8582.759558 sec): 3 clusters Score: Raw -896207.067946 + Penalty 2857.430527 = -893349.637419 nChanged 21 SP:Iteration 66Q (8582.783278 sec): 3 clusters Score: Raw -896210.791636 + Penalty 2857.430527 = -893353.361109 nChanged 23 SP:Iteration 67Q (8582.806788 sec): 3 clusters Score: Raw -896216.444816 + Penalty 2857.430527 = -893359.014289 nChanged 27 SP:Iteration 68Q (8582.830121 sec): 3 clusters Score: Raw -896225.337543 + Penalty 2857.430527 = -893367.907016 nChanged 41 SP:Iteration 69Q (8582.853396 sec): 3 clusters Score: Raw -896240.633657 + Penalty 2857.430527 = -893383.203130 nChanged 40 SP:Iteration 70Q (8582.876986 sec): 3 clusters Score: Raw -896254.362724 + Penalty 2857.430527 = -893396.932197 nChanged 41 SP:Iteration 71Q (8582.900264 sec): 3 clusters Score: Raw -896268.460735 + Penalty 2857.430527 = -893411.030208 nChanged 33 SP:Iteration 72Q (8582.923804 sec): 3 clusters Score: Raw -896279.999591 + Penalty 2857.430527 = -893422.569064 nChanged 43 SP:Iteration 73Q (8582.947208 sec): 3 clusters Score: Raw -896294.790073 + Penalty 2857.430527 = -893437.359545 nChanged 46 SP:Iteration 74Q (8582.970695 sec): 3 clusters Score: Raw -896318.102099 + Penalty 2857.430527 = -893460.671572 nChanged 53 SP:Iteration 75Q (8582.994117 sec): 3 clusters Score: Raw -896339.797729 + Penalty 2857.430527 = -893482.367202 nChanged 39 SP:Iteration 76Q (8583.017387 sec): 3 clusters Score: Raw -896353.808755 + Penalty 2857.430527 = -893496.378228 nChanged 43 SP:Iteration 77Q (8583.040795 sec): 3 clusters Score: Raw -896371.918781 + Penalty 2857.430527 = -893514.488254 nChanged 48 SP:Iteration 78Q (8583.063934 sec): 3 clusters Score: Raw -896392.340087 + Penalty 2857.430527 = -893534.909560 nChanged 45 SP:Iteration 79Q (8583.087179 sec): 3 clusters Score: Raw -896412.594210 + Penalty 2857.430527 = -893555.163683 nChanged 39 SP:Iteration 80F (8583.111098 sec): 3 clusters Score: Raw -896431.769662 + Penalty 2857.430527 = -893574.339135 nChanged 30 SP:Iteration 81Q (8583.134452 sec): 3 clusters Score: Raw -896444.035523 + Penalty 2857.430527 = -893586.604996 nChanged 21 SP:Iteration 82Q (8583.157685 sec): 3 clusters Score: Raw -896451.361736 + Penalty 2857.430527 = -893593.931209 nChanged 20 SP:Iteration 83Q (8583.181130 sec): 3 clusters Score: Raw -896457.965599 + Penalty 2857.430527 = -893600.535072 nChanged 18 SP:Iteration 84Q (8583.204571 sec): 3 clusters Score: Raw -896463.800976 + Penalty 2857.430527 = -893606.370449 nChanged 15 SP:Iteration 85Q (8583.228003 sec): 3 clusters Score: Raw -896467.652432 + Penalty 2857.430527 = -893610.221905 nChanged 18 SP:Iteration 86Q (8583.251216 sec): 3 clusters Score: Raw -896471.971702 + Penalty 2857.430527 = -893614.541175 nChanged 15 SP:Iteration 87Q (8583.274488 sec): 3 clusters Score: Raw -896475.999036 + Penalty 2857.430527 = -893618.568509 nChanged 9 SP:Iteration 88Q (8583.297560 sec): 3 clusters Score: Raw -896478.984547 + Penalty 2857.430527 = -893621.554020 nChanged 10 SP:Iteration 89Q (8583.320589 sec): 3 clusters Score: Raw -896481.265018 + Penalty 2857.430527 = -893623.834491 nChanged 11 SP:Iteration 90Q (8583.343521 sec): 3 clusters Score: Raw -896484.928307 + Penalty 2857.430527 = -893627.497780 nChanged 9 SP:Iteration 91Q (8583.366873 sec): 3 clusters Score: Raw -896487.123174 + Penalty 2857.430527 = -893629.692647 nChanged 7 SP:Iteration 92Q (8583.390123 sec): 3 clusters Score: Raw -896488.471463 + Penalty 2857.430527 = -893631.040936 nChanged 5 SP:Iteration 93Q (8583.413355 sec): 3 clusters Score: Raw -896489.486258 + Penalty 2857.430527 = -893632.055731 nChanged 4 SP:Iteration 94Q (8583.436629 sec): 3 clusters Score: Raw -896490.460680 + Penalty 2857.430527 = -893633.030153 nChanged 4 SP:Iteration 95Q (8583.460004 sec): 3 clusters Score: Raw -896491.586967 + Penalty 2857.430527 = -893634.156440 nChanged 5 SP:Iteration 96Q (8583.483068 sec): 3 clusters Score: Raw -896492.935252 + Penalty 2857.430527 = -893635.504725 nChanged 7 SP:Iteration 97Q (8583.506273 sec): 3 clusters Score: Raw -896494.255596 + Penalty 2857.430527 = -893636.825069 nChanged 4 SP:Iteration 98Q (8583.529282 sec): 3 clusters Score: Raw -896495.061475 + Penalty 2857.430527 = -893637.630948 nChanged 4 SP:Iteration 99Q (8583.552306 sec): 3 clusters Score: Raw -896495.703379 + Penalty 2857.430527 = -893638.272852 nChanged 8 SP:Iteration 100F (8583.576169 sec): 3 clusters Score: Raw -896497.690856 + Penalty 2857.430527 = -893640.260329 nChanged 10 SP:Iteration 101Q (8583.599281 sec): 3 clusters Score: Raw -896501.191803 + Penalty 2857.430527 = -893643.761276 nChanged 15 SP:Iteration 102Q (8583.622266 sec): 3 clusters Score: Raw -896506.551018 + Penalty 2857.430527 = -893649.120491 nChanged 14 SP:Iteration 103Q (8583.645337 sec): 3 clusters Score: Raw -896509.706186 + Penalty 2857.430527 = -893652.275659 nChanged 10 SP:Iteration 104Q (8583.668505 sec): 3 clusters Score: Raw -896511.936614 + Penalty 2857.430527 = -893654.506087 nChanged 5 SP:Iteration 105Q (8583.691820 sec): 3 clusters Score: Raw -896513.276097 + Penalty 2857.430527 = -893655.845570 nChanged 12 SP:Iteration 106Q (8583.714842 sec): 3 clusters Score: Raw -896516.912057 + Penalty 2857.430527 = -893659.481530 nChanged 15 SP:Iteration 107Q (8583.737974 sec): 3 clusters Score: Raw -896521.854568 + Penalty 2857.430527 = -893664.424041 nChanged 15 SP:Iteration 108Q (8583.760821 sec): 3 clusters Score: Raw -896526.061000 + Penalty 2857.430527 = -893668.630473 nChanged 13 SP:Iteration 109Q (8583.783851 sec): 3 clusters Score: Raw -896530.741877 + Penalty 2857.430527 = -893673.311350 nChanged 15 SP:Iteration 110Q (8583.806701 sec): 3 clusters Score: Raw -896535.060236 + Penalty 2857.430527 = -893677.629709 nChanged 14 SP:Iteration 111Q (8583.829841 sec): 3 clusters Score: Raw -896541.813083 + Penalty 2857.430527 = -893684.382556 nChanged 11 SP:Iteration 112Q (8583.852895 sec): 3 clusters Score: Raw -896547.649118 + Penalty 2857.430527 = -893690.218591 nChanged 15 SP:Iteration 113Q (8583.875882 sec): 3 clusters Score: Raw -896553.367446 + Penalty 2857.430527 = -893695.936919 nChanged 16 SP:Iteration 114Q (8583.898965 sec): 3 clusters Score: Raw -896560.536908 + Penalty 2857.430527 = -893703.106381 nChanged 16 SP:Iteration 115Q (8583.921776 sec): 3 clusters Score: Raw -896569.404172 + Penalty 2857.430527 = -893711.973645 nChanged 12 SP:Iteration 116Q (8583.944631 sec): 3 clusters Score: Raw -896574.618851 + Penalty 2857.430527 = -893717.188324 nChanged 14 SP:Iteration 117Q (8583.967660 sec): 3 clusters Score: Raw -896578.821029 + Penalty 2857.430527 = -893721.390502 nChanged 14 SP:Iteration 118Q (8583.990308 sec): 3 clusters Score: Raw -896584.799384 + Penalty 2857.430527 = -893727.368857 nChanged 6 SP:Iteration 119Q (8584.012915 sec): 3 clusters Score: Raw -896587.297740 + Penalty 2857.430527 = -893729.867213 nChanged 4 SP:Iteration 120F (8584.037225 sec): 3 clusters Score: Raw -896588.434789 + Penalty 2857.430527 = -893731.004262 nChanged 2 SP:Iteration 121Q (8584.060056 sec): 3 clusters Score: Raw -896588.839076 + Penalty 2857.430527 = -893731.408548 nChanged 0 SP:Iteration 122F (8584.084158 sec): 3 clusters Score: Raw -896588.839076 + Penalty 2857.430527 = -893731.408548 nChanged 0 Trying to split cluster 17 (2951 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8584.100724 sec): 2 clusters Score: Raw -325574.634899 + Penalty 1298.358648 = -324276.276250 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8584.116353 sec): 3 clusters Score: Raw -324220.983536 + Penalty 2596.717297 = -321624.266239 nChanged 1121 SP:Iteration 1F (8584.131251 sec): 3 clusters Score: Raw -325025.475645 + Penalty 2596.717297 = -322428.758348 nChanged 264 SP:Iteration 2F (8584.146105 sec): 3 clusters Score: Raw -325244.730583 + Penalty 2596.717297 = -322648.013286 nChanged 191 SP:Iteration 3F (8584.160938 sec): 3 clusters Score: Raw -325382.333921 + Penalty 2596.717297 = -322785.616624 nChanged 152 SP:Iteration 4F (8584.175744 sec): 3 clusters Score: Raw -325487.195475 + Penalty 2596.717297 = -322890.478178 nChanged 112 SP:Iteration 5Q (8584.190565 sec): 3 clusters Score: Raw -325571.374757 + Penalty 2596.717297 = -322974.657460 nChanged 90 SP:Iteration 6Q (8584.205288 sec): 3 clusters Score: Raw -325633.972160 + Penalty 2596.717297 = -323037.254863 nChanged 96 SP:Iteration 7Q (8584.220027 sec): 3 clusters Score: Raw -325700.118909 + Penalty 2596.717297 = -323103.401612 nChanged 56 SP:Iteration 8Q (8584.234723 sec): 3 clusters Score: Raw -325737.040843 + Penalty 2596.717297 = -323140.323547 nChanged 52 SP:Iteration 9Q (8584.249444 sec): 3 clusters Score: Raw -325768.557484 + Penalty 2596.717297 = -323171.840187 nChanged 54 SP:Iteration 10Q (8584.263992 sec): 3 clusters Score: Raw -325802.167349 + Penalty 2596.717297 = -323205.450053 nChanged 44 SP:Iteration 11Q (8584.278701 sec): 3 clusters Score: Raw -325827.081966 + Penalty 2596.717297 = -323230.364669 nChanged 40 SP:Iteration 12Q (8584.293371 sec): 3 clusters Score: Raw -325853.440135 + Penalty 2596.717297 = -323256.722838 nChanged 35 SP:Iteration 13Q (8584.307964 sec): 3 clusters Score: Raw -325869.475526 + Penalty 2596.717297 = -323272.758230 nChanged 28 SP:Iteration 14Q (8584.322627 sec): 3 clusters Score: Raw -325883.715669 + Penalty 2596.717297 = -323286.998373 nChanged 33 SP:Iteration 15Q (8584.337262 sec): 3 clusters Score: Raw -325900.321670 + Penalty 2596.717297 = -323303.604373 nChanged 37 SP:Iteration 16Q (8584.351845 sec): 3 clusters Score: Raw -325919.077204 + Penalty 2596.717297 = -323322.359907 nChanged 26 SP:Iteration 17Q (8584.366463 sec): 3 clusters Score: Raw -325928.932524 + Penalty 2596.717297 = -323332.215227 nChanged 19 SP:Iteration 18Q (8584.381023 sec): 3 clusters Score: Raw -325937.196243 + Penalty 2596.717297 = -323340.478946 nChanged 14 SP:Iteration 19Q (8584.395536 sec): 3 clusters Score: Raw -325942.260126 + Penalty 2596.717297 = -323345.542829 nChanged 17 SP:Iteration 20F (8584.410171 sec): 3 clusters Score: Raw -325950.755381 + Penalty 2596.717297 = -323354.038084 nChanged 19 SP:Iteration 21Q (8584.424822 sec): 3 clusters Score: Raw -325963.461618 + Penalty 2596.717297 = -323366.744321 nChanged 20 SP:Iteration 22Q (8584.439453 sec): 3 clusters Score: Raw -325974.392206 + Penalty 2596.717297 = -323377.674909 nChanged 26 SP:Iteration 23Q (8584.454014 sec): 3 clusters Score: Raw -325983.695542 + Penalty 2596.717297 = -323386.978245 nChanged 28 SP:Iteration 24Q (8584.468632 sec): 3 clusters Score: Raw -325998.533657 + Penalty 2596.717297 = -323401.816360 nChanged 23 SP:Iteration 25Q (8584.483099 sec): 3 clusters Score: Raw -326008.033217 + Penalty 2596.717297 = -323411.315920 nChanged 28 SP:Iteration 26Q (8584.497688 sec): 3 clusters Score: Raw -326034.972528 + Penalty 2596.717297 = -323438.255231 nChanged 33 SP:Iteration 27Q (8584.524165 sec): 3 clusters Score: Raw -326061.048661 + Penalty 2596.717297 = -323464.331364 nChanged 38 SP:Iteration 28Q (8584.538849 sec): 3 clusters Score: Raw -326085.426118 + Penalty 2596.717297 = -323488.708821 nChanged 39 SP:Iteration 29Q (8584.553429 sec): 3 clusters Score: Raw -326108.324328 + Penalty 2596.717297 = -323511.607032 nChanged 37 SP:Iteration 30Q (8584.567985 sec): 3 clusters Score: Raw -326128.105488 + Penalty 2596.717297 = -323531.388191 nChanged 32 SP:Iteration 31Q (8584.582485 sec): 3 clusters Score: Raw -326148.886169 + Penalty 2596.717297 = -323552.168872 nChanged 38 SP:Iteration 32Q (8584.596990 sec): 3 clusters Score: Raw -326175.273983 + Penalty 2596.717297 = -323578.556686 nChanged 41 SP:Iteration 33Q (8584.611474 sec): 3 clusters Score: Raw -326198.841874 + Penalty 2596.717297 = -323602.124577 nChanged 28 SP:Iteration 34Q (8584.625793 sec): 3 clusters Score: Raw -326217.433478 + Penalty 2596.717297 = -323620.716181 nChanged 29 SP:Iteration 35Q (8584.640301 sec): 3 clusters Score: Raw -326231.029167 + Penalty 2596.717297 = -323634.311870 nChanged 24 SP:Iteration 36Q (8584.654746 sec): 3 clusters Score: Raw -326242.181995 + Penalty 2596.717297 = -323645.464698 nChanged 20 SP:Iteration 37Q (8584.669236 sec): 3 clusters Score: Raw -326254.912806 + Penalty 2596.717297 = -323658.195509 nChanged 22 SP:Iteration 38Q (8584.683622 sec): 3 clusters Score: Raw -326266.209817 + Penalty 2596.717297 = -323669.492520 nChanged 19 SP:Iteration 39Q (8584.698071 sec): 3 clusters Score: Raw -326274.001535 + Penalty 2596.717297 = -323677.284238 nChanged 20 SP:Iteration 40F (8584.712640 sec): 3 clusters Score: Raw -326282.995805 + Penalty 2596.717297 = -323686.278508 nChanged 17 SP:Iteration 41Q (8584.727088 sec): 3 clusters Score: Raw -326293.104852 + Penalty 2596.717297 = -323696.387555 nChanged 17 SP:Iteration 42Q (8584.741508 sec): 3 clusters Score: Raw -326302.196225 + Penalty 2596.717297 = -323705.478928 nChanged 14 SP:Iteration 43Q (8584.755929 sec): 3 clusters Score: Raw -326309.757559 + Penalty 2596.717297 = -323713.040262 nChanged 14 SP:Iteration 44Q (8584.770167 sec): 3 clusters Score: Raw -326317.706030 + Penalty 2596.717297 = -323720.988733 nChanged 16 SP:Iteration 45Q (8584.784512 sec): 3 clusters Score: Raw -326326.919192 + Penalty 2596.717297 = -323730.201895 nChanged 12 SP:Iteration 46Q (8584.798904 sec): 3 clusters Score: Raw -326333.348969 + Penalty 2596.717297 = -323736.631673 nChanged 13 SP:Iteration 47Q (8584.813249 sec): 3 clusters Score: Raw -326340.697133 + Penalty 2596.717297 = -323743.979837 nChanged 14 SP:Iteration 48Q (8584.827543 sec): 3 clusters Score: Raw -326349.253146 + Penalty 2596.717297 = -323752.535849 nChanged 13 SP:Iteration 49Q (8584.841846 sec): 3 clusters Score: Raw -326360.768976 + Penalty 2596.717297 = -323764.051679 nChanged 15 SP:Iteration 50Q (8584.856212 sec): 3 clusters Score: Raw -326371.441341 + Penalty 2596.717297 = -323774.724045 nChanged 16 SP:Iteration 51Q (8584.870409 sec): 3 clusters Score: Raw -326376.475269 + Penalty 2596.717297 = -323779.757972 nChanged 8 SP:Iteration 52Q (8584.884696 sec): 3 clusters Score: Raw -326380.534405 + Penalty 2596.717297 = -323783.817108 nChanged 9 SP:Iteration 53Q (8584.898939 sec): 3 clusters Score: Raw -326386.302823 + Penalty 2596.717297 = -323789.585526 nChanged 11 SP:Iteration 54Q (8584.913187 sec): 3 clusters Score: Raw -326395.801309 + Penalty 2596.717297 = -323799.084012 nChanged 15 SP:Iteration 55Q (8584.927473 sec): 3 clusters Score: Raw -326414.557824 + Penalty 2596.717297 = -323817.840527 nChanged 15 SP:Iteration 56Q (8584.941700 sec): 3 clusters Score: Raw -326429.550582 + Penalty 2596.717297 = -323832.833285 nChanged 18 SP:Iteration 57Q (8584.955931 sec): 3 clusters Score: Raw -326438.596848 + Penalty 2596.717297 = -323841.879551 nChanged 8 SP:Iteration 58Q (8584.970171 sec): 3 clusters Score: Raw -326441.194446 + Penalty 2596.717297 = -323844.477149 nChanged 7 SP:Iteration 59Q (8584.984398 sec): 3 clusters Score: Raw -326443.886239 + Penalty 2596.717297 = -323847.168942 nChanged 3 SP:Iteration 60F (8584.999103 sec): 3 clusters Score: Raw -326444.964706 + Penalty 2596.717297 = -323848.247409 nChanged 2 SP:Iteration 61Q (8585.013336 sec): 3 clusters Score: Raw -326445.720258 + Penalty 2596.717297 = -323849.002961 nChanged 1 SP:Iteration 62Q (8585.027552 sec): 3 clusters Score: Raw -326446.179239 + Penalty 2596.717297 = -323849.461942 nChanged 0 SP:Iteration 63F (8585.042234 sec): 3 clusters Score: Raw -326446.179239 + Penalty 2596.717297 = -323849.461942 nChanged 0 Trying to split cluster 18 (6128 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8585.062560 sec): 2 clusters Score: Raw -829170.054181 + Penalty 1417.101353 = -827752.952827 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8585.085545 sec): 3 clusters Score: Raw -825912.366269 + Penalty 2834.202706 = -823078.163562 nChanged 2538 SP:Iteration 1F (8585.107755 sec): 3 clusters Score: Raw -827301.256831 + Penalty 2834.202706 = -824467.054125 nChanged 448 SP:Iteration 2F (8585.130239 sec): 3 clusters Score: Raw -827640.516406 + Penalty 2834.202706 = -824806.313700 nChanged 421 SP:Iteration 3F (8585.152650 sec): 3 clusters Score: Raw -827990.538232 + Penalty 2834.202706 = -825156.335526 nChanged 415 SP:Iteration 4F (8585.174890 sec): 3 clusters Score: Raw -828332.813762 + Penalty 2834.202706 = -825498.611056 nChanged 401 SP:Iteration 5F (8585.197220 sec): 3 clusters Score: Raw -828634.541708 + Penalty 2834.202706 = -825800.339002 nChanged 334 SP:Iteration 6F (8585.219620 sec): 3 clusters Score: Raw -828854.950456 + Penalty 2834.202706 = -826020.747750 nChanged 274 SP:Iteration 7Q (8585.241690 sec): 3 clusters Score: Raw -829017.532700 + Penalty 2834.202706 = -826183.329994 nChanged 214 SP:Iteration 8Q (8585.263777 sec): 3 clusters Score: Raw -829135.384382 + Penalty 2834.202706 = -826301.181675 nChanged 155 SP:Iteration 9Q (8585.286069 sec): 3 clusters Score: Raw -829214.994727 + Penalty 2834.202706 = -826380.792021 nChanged 112 SP:Iteration 10Q (8585.308091 sec): 3 clusters Score: Raw -829274.519009 + Penalty 2834.202706 = -826440.316303 nChanged 90 SP:Iteration 11Q (8585.330156 sec): 3 clusters Score: Raw -829314.171913 + Penalty 2834.202706 = -826479.969206 nChanged 71 SP:Iteration 12Q (8585.352287 sec): 3 clusters Score: Raw -829337.258199 + Penalty 2834.202706 = -826503.055492 nChanged 47 SP:Iteration 13Q (8585.374649 sec): 3 clusters Score: Raw -829353.451705 + Penalty 2834.202706 = -826519.248998 nChanged 45 SP:Iteration 14Q (8585.397015 sec): 3 clusters Score: Raw -829367.087540 + Penalty 2834.202706 = -826532.884834 nChanged 26 SP:Iteration 15Q (8585.419218 sec): 3 clusters Score: Raw -829374.554154 + Penalty 2834.202706 = -826540.351448 nChanged 27 SP:Iteration 16Q (8585.441539 sec): 3 clusters Score: Raw -829381.834523 + Penalty 2834.202706 = -826547.631816 nChanged 29 SP:Iteration 17Q (8585.463881 sec): 3 clusters Score: Raw -829388.785427 + Penalty 2834.202706 = -826554.582720 nChanged 24 SP:Iteration 18Q (8585.485924 sec): 3 clusters Score: Raw -829394.595924 + Penalty 2834.202706 = -826560.393218 nChanged 18 SP:Iteration 19Q (8585.507865 sec): 3 clusters Score: Raw -829398.364130 + Penalty 2834.202706 = -826564.161423 nChanged 14 SP:Iteration 20F (8585.530385 sec): 3 clusters Score: Raw -829402.040574 + Penalty 2834.202706 = -826567.837867 nChanged 17 SP:Iteration 21Q (8585.552440 sec): 3 clusters Score: Raw -829405.446414 + Penalty 2834.202706 = -826571.243708 nChanged 14 SP:Iteration 22Q (8585.574756 sec): 3 clusters Score: Raw -829408.333658 + Penalty 2834.202706 = -826574.130952 nChanged 15 SP:Iteration 23Q (8585.596802 sec): 3 clusters Score: Raw -829411.331700 + Penalty 2834.202706 = -826577.128993 nChanged 22 SP:Iteration 24Q (8585.619130 sec): 3 clusters Score: Raw -829417.571449 + Penalty 2834.202706 = -826583.368742 nChanged 23 SP:Iteration 25Q (8585.641050 sec): 3 clusters Score: Raw -829423.291674 + Penalty 2834.202706 = -826589.088967 nChanged 26 SP:Iteration 26Q (8585.663080 sec): 3 clusters Score: Raw -829430.096126 + Penalty 2834.202706 = -826595.893420 nChanged 22 SP:Iteration 27Q (8585.685259 sec): 3 clusters Score: Raw -829435.212927 + Penalty 2834.202706 = -826601.010221 nChanged 22 SP:Iteration 28Q (8585.707453 sec): 3 clusters Score: Raw -829442.151603 + Penalty 2834.202706 = -826607.948897 nChanged 23 SP:Iteration 29Q (8585.729583 sec): 3 clusters Score: Raw -829449.385591 + Penalty 2834.202706 = -826615.182884 nChanged 18 SP:Iteration 30Q (8585.751862 sec): 3 clusters Score: Raw -829453.347049 + Penalty 2834.202706 = -826619.144343 nChanged 22 SP:Iteration 31Q (8585.773684 sec): 3 clusters Score: Raw -829459.505179 + Penalty 2834.202706 = -826625.302473 nChanged 15 SP:Iteration 32Q (8585.795699 sec): 3 clusters Score: Raw -829462.940300 + Penalty 2834.202706 = -826628.737594 nChanged 12 SP:Iteration 33Q (8585.817901 sec): 3 clusters Score: Raw -829466.118558 + Penalty 2834.202706 = -826631.915852 nChanged 16 SP:Iteration 34Q (8585.840034 sec): 3 clusters Score: Raw -829470.857704 + Penalty 2834.202706 = -826636.654998 nChanged 17 SP:Iteration 35Q (8585.861810 sec): 3 clusters Score: Raw -829476.094251 + Penalty 2834.202706 = -826641.891545 nChanged 14 SP:Iteration 36Q (8585.883622 sec): 3 clusters Score: Raw -829479.539150 + Penalty 2834.202706 = -826645.336444 nChanged 15 SP:Iteration 37Q (8585.905408 sec): 3 clusters Score: Raw -829482.780360 + Penalty 2834.202706 = -826648.577654 nChanged 10 SP:Iteration 38Q (8585.927518 sec): 3 clusters Score: Raw -829485.706784 + Penalty 2834.202706 = -826651.504077 nChanged 16 SP:Iteration 39Q (8585.949430 sec): 3 clusters Score: Raw -829489.191022 + Penalty 2834.202706 = -826654.988316 nChanged 13 SP:Iteration 40F (8585.971934 sec): 3 clusters Score: Raw -829491.932658 + Penalty 2834.202706 = -826657.729952 nChanged 10 SP:Iteration 41Q (8585.993876 sec): 3 clusters Score: Raw -829494.617071 + Penalty 2834.202706 = -826660.414364 nChanged 15 SP:Iteration 42Q (8586.015960 sec): 3 clusters Score: Raw -829497.543456 + Penalty 2834.202706 = -826663.340750 nChanged 13 SP:Iteration 43Q (8586.070663 sec): 3 clusters Score: Raw -829499.868112 + Penalty 2834.202706 = -826665.665405 nChanged 11 SP:Iteration 44Q (8586.092574 sec): 3 clusters Score: Raw -829502.404295 + Penalty 2834.202706 = -826668.201589 nChanged 7 SP:Iteration 45Q (8586.114358 sec): 3 clusters Score: Raw -829504.022988 + Penalty 2834.202706 = -826669.820281 nChanged 8 SP:Iteration 46Q (8586.136368 sec): 3 clusters Score: Raw -829505.289285 + Penalty 2834.202706 = -826671.086579 nChanged 3 SP:Iteration 47Q (8586.158533 sec): 3 clusters Score: Raw -829505.746116 + Penalty 2834.202706 = -826671.543409 nChanged 5 SP:Iteration 48Q (8586.180529 sec): 3 clusters Score: Raw -829507.438388 + Penalty 2834.202706 = -826673.235682 nChanged 11 SP:Iteration 49Q (8586.202739 sec): 3 clusters Score: Raw -829509.473158 + Penalty 2834.202706 = -826675.270452 nChanged 6 SP:Iteration 50Q (8586.224442 sec): 3 clusters Score: Raw -829511.319934 + Penalty 2834.202706 = -826677.117228 nChanged 7 SP:Iteration 51Q (8586.246359 sec): 3 clusters Score: Raw -829512.407215 + Penalty 2834.202706 = -826678.204509 nChanged 4 SP:Iteration 52Q (8586.268299 sec): 3 clusters Score: Raw -829513.152338 + Penalty 2834.202706 = -826678.949632 nChanged 4 SP:Iteration 53Q (8586.290310 sec): 3 clusters Score: Raw -829513.932458 + Penalty 2834.202706 = -826679.729752 nChanged 4 SP:Iteration 54Q (8586.312286 sec): 3 clusters Score: Raw -829514.497907 + Penalty 2834.202706 = -826680.295201 nChanged 3 SP:Iteration 55Q (8586.334370 sec): 3 clusters Score: Raw -829515.175235 + Penalty 2834.202706 = -826680.972528 nChanged 2 SP:Iteration 56Q (8586.356089 sec): 3 clusters Score: Raw -829515.566692 + Penalty 2834.202706 = -826681.363986 nChanged 4 SP:Iteration 57Q (8586.377874 sec): 3 clusters Score: Raw -829516.439684 + Penalty 2834.202706 = -826682.236977 nChanged 7 SP:Iteration 58Q (8586.399910 sec): 3 clusters Score: Raw -829518.073677 + Penalty 2834.202706 = -826683.870971 nChanged 8 SP:Iteration 59Q (8586.421659 sec): 3 clusters Score: Raw -829519.932729 + Penalty 2834.202706 = -826685.730023 nChanged 6 SP:Iteration 60F (8586.444164 sec): 3 clusters Score: Raw -829520.544746 + Penalty 2834.202706 = -826686.342040 nChanged 7 SP:Iteration 61Q (8586.466142 sec): 3 clusters Score: Raw -829522.656264 + Penalty 2834.202706 = -826688.453558 nChanged 12 SP:Iteration 62Q (8586.487849 sec): 3 clusters Score: Raw -829525.810466 + Penalty 2834.202706 = -826691.607760 nChanged 8 SP:Iteration 63Q (8586.509935 sec): 3 clusters Score: Raw -829527.734625 + Penalty 2834.202706 = -826693.531919 nChanged 9 SP:Iteration 64Q (8586.531932 sec): 3 clusters Score: Raw -829529.774291 + Penalty 2834.202706 = -826695.571585 nChanged 7 SP:Iteration 65Q (8586.554020 sec): 3 clusters Score: Raw -829531.553477 + Penalty 2834.202706 = -826697.350771 nChanged 7 SP:Iteration 66Q (8586.576015 sec): 3 clusters Score: Raw -829533.134703 + Penalty 2834.202706 = -826698.931997 nChanged 9 SP:Iteration 67Q (8586.597677 sec): 3 clusters Score: Raw -829534.664299 + Penalty 2834.202706 = -826700.461593 nChanged 6 SP:Iteration 68Q (8586.619636 sec): 3 clusters Score: Raw -829535.754814 + Penalty 2834.202706 = -826701.552108 nChanged 5 SP:Iteration 69Q (8586.641461 sec): 3 clusters Score: Raw -829536.498175 + Penalty 2834.202706 = -826702.295469 nChanged 6 SP:Iteration 70Q (8586.663172 sec): 3 clusters Score: Raw -829537.457992 + Penalty 2834.202706 = -826703.255286 nChanged 1 SP:Iteration 71Q (8586.684798 sec): 3 clusters Score: Raw -829537.591167 + Penalty 2834.202706 = -826703.388461 nChanged 1 SP:Iteration 72Q (8586.706770 sec): 3 clusters Score: Raw -829537.907284 + Penalty 2834.202706 = -826703.704577 nChanged 0 SP:Iteration 73F (8586.729026 sec): 3 clusters Score: Raw -829537.907284 + Penalty 2834.202706 = -826703.704577 nChanged 0 Trying to split cluster 19 (93599 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8586.853234 sec): 2 clusters Score: Raw -12180380.030874 + Penalty 1860.100934 = -12178519.929940 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8587.004247 sec): 3 clusters Score: Raw -12119558.265137 + Penalty 3720.201868 = -12115838.063269 nChanged 44750 SP:Iteration 1F (8587.153321 sec): 3 clusters Score: Raw -12145873.269119 + Penalty 3720.201868 = -12142153.067250 nChanged 4135 SP:Iteration 2Q (8587.313214 sec): 3 clusters Score: Raw -12147368.826888 + Penalty 3720.201868 = -12143648.625020 nChanged 4581 SP:Iteration 3Q (8587.473011 sec): 3 clusters Score: Raw -12149477.599133 + Penalty 3720.201868 = -12145757.397265 nChanged 5337 SP:Iteration 4F (8587.621996 sec): 3 clusters Score: Raw -12152515.706351 + Penalty 3720.201868 = -12148795.504483 nChanged 5920 SP:Iteration 5F (8587.771019 sec): 3 clusters Score: Raw -12156449.814608 + Penalty 3720.201868 = -12152729.612740 nChanged 6058 SP:Iteration 6F (8587.920022 sec): 3 clusters Score: Raw -12160653.411830 + Penalty 3720.201868 = -12156933.209962 nChanged 5658 SP:Iteration 7F (8588.069128 sec): 3 clusters Score: Raw -12164272.355584 + Penalty 3720.201868 = -12160552.153716 nChanged 4692 SP:Iteration 8F (8588.218151 sec): 3 clusters Score: Raw -12166624.106805 + Penalty 3720.201868 = -12162903.904937 nChanged 3349 SP:Iteration 9Q (8588.373525 sec): 3 clusters Score: Raw -12167793.449733 + Penalty 3720.201868 = -12164073.247865 nChanged 2173 SP:Iteration 10Q (8588.527631 sec): 3 clusters Score: Raw -12168310.817393 + Penalty 3720.201868 = -12164590.615525 nChanged 1412 SP:Iteration 11Q (8588.681303 sec): 3 clusters Score: Raw -12168602.660621 + Penalty 3720.201868 = -12164882.458753 nChanged 1152 SP:Iteration 12Q (8588.834318 sec): 3 clusters Score: Raw -12168848.882378 + Penalty 3720.201868 = -12165128.680510 nChanged 1104 SP:Iteration 13Q (8588.987089 sec): 3 clusters Score: Raw -12169098.584591 + Penalty 3720.201868 = -12165378.382723 nChanged 1127 SP:Iteration 14Q (8589.140137 sec): 3 clusters Score: Raw -12169356.420620 + Penalty 3720.201868 = -12165636.218752 nChanged 1112 SP:Iteration 15Q (8589.294182 sec): 3 clusters Score: Raw -12169618.319805 + Penalty 3720.201868 = -12165898.117937 nChanged 1085 SP:Iteration 16Q (8589.447274 sec): 3 clusters Score: Raw -12169868.522030 + Penalty 3720.201868 = -12166148.320162 nChanged 1055 SP:Iteration 17Q (8589.599631 sec): 3 clusters Score: Raw -12170117.479855 + Penalty 3720.201868 = -12166397.277987 nChanged 1049 SP:Iteration 18Q (8589.751594 sec): 3 clusters Score: Raw -12170357.781016 + Penalty 3720.201868 = -12166637.579148 nChanged 1103 SP:Iteration 19Q (8589.903807 sec): 3 clusters Score: Raw -12170582.948344 + Penalty 3720.201868 = -12166862.746476 nChanged 980 SP:Iteration 20F (8590.052826 sec): 3 clusters Score: Raw -12170789.915761 + Penalty 3720.201868 = -12167069.713893 nChanged 922 SP:Iteration 21Q (8590.204965 sec): 3 clusters Score: Raw -12170974.022090 + Penalty 3720.201868 = -12167253.820222 nChanged 868 SP:Iteration 22Q (8590.357212 sec): 3 clusters Score: Raw -12171122.999557 + Penalty 3720.201868 = -12167402.797689 nChanged 784 SP:Iteration 23Q (8590.509367 sec): 3 clusters Score: Raw -12171251.537106 + Penalty 3720.201868 = -12167531.335238 nChanged 701 SP:Iteration 24Q (8590.661284 sec): 3 clusters Score: Raw -12171356.923843 + Penalty 3720.201868 = -12167636.721975 nChanged 641 SP:Iteration 25Q (8590.813248 sec): 3 clusters Score: Raw -12171439.146744 + Penalty 3720.201868 = -12167718.944875 nChanged 567 SP:Iteration 26Q (8590.965102 sec): 3 clusters Score: Raw -12171504.938695 + Penalty 3720.201868 = -12167784.736827 nChanged 507 SP:Iteration 27Q (8591.116904 sec): 3 clusters Score: Raw -12171557.629923 + Penalty 3720.201868 = -12167837.428055 nChanged 429 SP:Iteration 28Q (8591.268506 sec): 3 clusters Score: Raw -12171598.813171 + Penalty 3720.201868 = -12167878.611303 nChanged 391 SP:Iteration 29Q (8591.419964 sec): 3 clusters Score: Raw -12171628.822325 + Penalty 3720.201868 = -12167908.620457 nChanged 301 SP:Iteration 30Q (8591.571437 sec): 3 clusters Score: Raw -12171649.900200 + Penalty 3720.201868 = -12167929.698332 nChanged 281 SP:Iteration 31Q (8591.722846 sec): 3 clusters Score: Raw -12171667.412636 + Penalty 3720.201868 = -12167947.210768 nChanged 255 SP:Iteration 32Q (8591.874264 sec): 3 clusters Score: Raw -12171681.278206 + Penalty 3720.201868 = -12167961.076338 nChanged 191 SP:Iteration 33Q (8592.025579 sec): 3 clusters Score: Raw -12171689.852835 + Penalty 3720.201868 = -12167969.650967 nChanged 167 SP:Iteration 34Q (8592.176868 sec): 3 clusters Score: Raw -12171697.036332 + Penalty 3720.201868 = -12167976.834464 nChanged 144 SP:Iteration 35Q (8592.328211 sec): 3 clusters Score: Raw -12171703.073362 + Penalty 3720.201868 = -12167982.871494 nChanged 143 SP:Iteration 36Q (8592.479304 sec): 3 clusters Score: Raw -12171709.307594 + Penalty 3720.201868 = -12167989.105726 nChanged 134 SP:Iteration 37Q (8592.655766 sec): 3 clusters Score: Raw -12171714.688798 + Penalty 3720.201868 = -12167994.486930 nChanged 134 SP:Iteration 38Q (8592.807065 sec): 3 clusters Score: Raw -12171719.808603 + Penalty 3720.201868 = -12167999.606735 nChanged 121 SP:Iteration 39Q (8592.958044 sec): 3 clusters Score: Raw -12171724.075712 + Penalty 3720.201868 = -12168003.873844 nChanged 115 SP:Iteration 40F (8593.107043 sec): 3 clusters Score: Raw -12171728.215217 + Penalty 3720.201868 = -12168008.013349 nChanged 114 SP:Iteration 41Q (8593.259241 sec): 3 clusters Score: Raw -12171732.721937 + Penalty 3720.201868 = -12168012.520068 nChanged 120 SP:Iteration 42Q (8593.412128 sec): 3 clusters Score: Raw -12171737.033343 + Penalty 3720.201868 = -12168016.831475 nChanged 110 SP:Iteration 43Q (8593.564289 sec): 3 clusters Score: Raw -12171741.138001 + Penalty 3720.201868 = -12168020.936133 nChanged 112 SP:Iteration 44Q (8593.716405 sec): 3 clusters Score: Raw -12171745.084654 + Penalty 3720.201868 = -12168024.882786 nChanged 119 SP:Iteration 45Q (8593.868441 sec): 3 clusters Score: Raw -12171750.011194 + Penalty 3720.201868 = -12168029.809326 nChanged 105 SP:Iteration 46Q (8594.020380 sec): 3 clusters Score: Raw -12171754.059356 + Penalty 3720.201868 = -12168033.857488 nChanged 104 SP:Iteration 47Q (8594.172227 sec): 3 clusters Score: Raw -12171757.404856 + Penalty 3720.201868 = -12168037.202988 nChanged 92 SP:Iteration 48Q (8594.324169 sec): 3 clusters Score: Raw -12171760.335679 + Penalty 3720.201868 = -12168040.133811 nChanged 79 SP:Iteration 49Q (8594.476106 sec): 3 clusters Score: Raw -12171762.966793 + Penalty 3720.201868 = -12168042.764925 nChanged 78 SP:Iteration 50Q (8594.628228 sec): 3 clusters Score: Raw -12171765.547114 + Penalty 3720.201868 = -12168045.345246 nChanged 81 SP:Iteration 51Q (8594.780114 sec): 3 clusters Score: Raw -12171767.948243 + Penalty 3720.201868 = -12168047.746375 nChanged 69 SP:Iteration 52Q (8594.931831 sec): 3 clusters Score: Raw -12171769.523244 + Penalty 3720.201868 = -12168049.321376 nChanged 52 SP:Iteration 53Q (8595.083634 sec): 3 clusters Score: Raw -12171771.142361 + Penalty 3720.201868 = -12168050.940493 nChanged 75 SP:Iteration 54Q (8595.235370 sec): 3 clusters Score: Raw -12171773.553600 + Penalty 3720.201868 = -12168053.351732 nChanged 96 SP:Iteration 55Q (8595.387072 sec): 3 clusters Score: Raw -12171776.498173 + Penalty 3720.201868 = -12168056.296305 nChanged 92 SP:Iteration 56Q (8595.538865 sec): 3 clusters Score: Raw -12171779.271050 + Penalty 3720.201868 = -12168059.069182 nChanged 90 SP:Iteration 57Q (8595.690520 sec): 3 clusters Score: Raw -12171781.559498 + Penalty 3720.201868 = -12168061.357630 nChanged 84 SP:Iteration 58Q (8595.842144 sec): 3 clusters Score: Raw -12171783.480292 + Penalty 3720.201868 = -12168063.278424 nChanged 73 SP:Iteration 59Q (8595.993783 sec): 3 clusters Score: Raw -12171785.310608 + Penalty 3720.201868 = -12168065.108740 nChanged 71 SP:Iteration 60F (8596.142784 sec): 3 clusters Score: Raw -12171787.066274 + Penalty 3720.201868 = -12168066.864405 nChanged 67 SP:Iteration 61Q (8596.294999 sec): 3 clusters Score: Raw -12171788.640435 + Penalty 3720.201868 = -12168068.438567 nChanged 56 SP:Iteration 62Q (8596.447159 sec): 3 clusters Score: Raw -12171789.898274 + Penalty 3720.201868 = -12168069.696406 nChanged 53 SP:Iteration 63Q (8596.599309 sec): 3 clusters Score: Raw -12171791.102192 + Penalty 3720.201868 = -12168070.900324 nChanged 52 SP:Iteration 64Q (8596.751606 sec): 3 clusters Score: Raw -12171792.300854 + Penalty 3720.201868 = -12168072.098986 nChanged 62 SP:Iteration 65Q (8596.913222 sec): 3 clusters Score: Raw -12171793.692127 + Penalty 3720.201868 = -12168073.490259 nChanged 47 SP:Iteration 66Q (8597.065419 sec): 3 clusters Score: Raw -12171794.582176 + Penalty 3720.201868 = -12168074.380308 nChanged 45 SP:Iteration 67Q (8597.217489 sec): 3 clusters Score: Raw -12171795.493156 + Penalty 3720.201868 = -12168075.291288 nChanged 44 SP:Iteration 68Q (8597.369511 sec): 3 clusters Score: Raw -12171796.290442 + Penalty 3720.201868 = -12168076.088574 nChanged 42 SP:Iteration 69Q (8597.521678 sec): 3 clusters Score: Raw -12171797.192711 + Penalty 3720.201868 = -12168076.990843 nChanged 49 SP:Iteration 70Q (8597.673764 sec): 3 clusters Score: Raw -12171798.265895 + Penalty 3720.201868 = -12168078.064027 nChanged 50 SP:Iteration 71Q (8597.826008 sec): 3 clusters Score: Raw -12171799.489987 + Penalty 3720.201868 = -12168079.288119 nChanged 50 SP:Iteration 72Q (8597.978152 sec): 3 clusters Score: Raw -12171800.496000 + Penalty 3720.201868 = -12168080.294132 nChanged 43 SP:Iteration 73Q (8598.130174 sec): 3 clusters Score: Raw -12171801.205291 + Penalty 3720.201868 = -12168081.003423 nChanged 32 SP:Iteration 74Q (8598.282281 sec): 3 clusters Score: Raw -12171801.649374 + Penalty 3720.201868 = -12168081.447506 nChanged 36 SP:Iteration 75Q (8598.434431 sec): 3 clusters Score: Raw -12171802.254135 + Penalty 3720.201868 = -12168082.052267 nChanged 26 SP:Iteration 76Q (8598.586456 sec): 3 clusters Score: Raw -12171802.628497 + Penalty 3720.201868 = -12168082.426629 nChanged 22 SP:Iteration 77Q (8598.738247 sec): 3 clusters Score: Raw -12171802.928109 + Penalty 3720.201868 = -12168082.726241 nChanged 25 SP:Iteration 78Q (8598.890213 sec): 3 clusters Score: Raw -12171803.231747 + Penalty 3720.201868 = -12168083.029879 nChanged 22 SP:Iteration 79Q (8599.042526 sec): 3 clusters Score: Raw -12171803.531770 + Penalty 3720.201868 = -12168083.329902 nChanged 26 SP:Iteration 80F (8599.191635 sec): 3 clusters Score: Raw -12171803.840968 + Penalty 3720.201868 = -12168083.639100 nChanged 23 SP:Iteration 81Q (8599.343868 sec): 3 clusters Score: Raw -12171804.174754 + Penalty 3720.201868 = -12168083.972886 nChanged 18 SP:Iteration 82Q (8599.496122 sec): 3 clusters Score: Raw -12171804.465396 + Penalty 3720.201868 = -12168084.263528 nChanged 24 SP:Iteration 83Q (8599.648323 sec): 3 clusters Score: Raw -12171804.800096 + Penalty 3720.201868 = -12168084.598228 nChanged 22 SP:Iteration 84Q (8599.800863 sec): 3 clusters Score: Raw -12171805.044259 + Penalty 3720.201868 = -12168084.842391 nChanged 19 SP:Iteration 85Q (8599.952958 sec): 3 clusters Score: Raw -12171805.290317 + Penalty 3720.201868 = -12168085.088449 nChanged 26 SP:Iteration 86Q (8600.105188 sec): 3 clusters Score: Raw -12171805.646405 + Penalty 3720.201868 = -12168085.444537 nChanged 23 SP:Iteration 87Q (8600.257460 sec): 3 clusters Score: Raw -12171806.016661 + Penalty 3720.201868 = -12168085.814793 nChanged 27 SP:Iteration 88Q (8600.417689 sec): 3 clusters Score: Raw -12171806.445745 + Penalty 3720.201868 = -12168086.243877 nChanged 28 SP:Iteration 89Q (8600.570345 sec): 3 clusters Score: Raw -12171806.897689 + Penalty 3720.201868 = -12168086.695821 nChanged 35 SP:Iteration 90Q (8600.722519 sec): 3 clusters Score: Raw -12171807.478271 + Penalty 3720.201868 = -12168087.276403 nChanged 42 SP:Iteration 91Q (8600.874760 sec): 3 clusters Score: Raw -12171808.402304 + Penalty 3720.201868 = -12168088.200436 nChanged 37 SP:Iteration 92Q (8601.026926 sec): 3 clusters Score: Raw -12171809.044822 + Penalty 3720.201868 = -12168088.842954 nChanged 36 SP:Iteration 93Q (8601.178964 sec): 3 clusters Score: Raw -12171809.782441 + Penalty 3720.201868 = -12168089.580573 nChanged 33 SP:Iteration 94Q (8601.330948 sec): 3 clusters Score: Raw -12171810.506032 + Penalty 3720.201868 = -12168090.304164 nChanged 37 SP:Iteration 95Q (8601.482931 sec): 3 clusters Score: Raw -12171811.231994 + Penalty 3720.201868 = -12168091.030126 nChanged 43 SP:Iteration 96Q (8601.635032 sec): 3 clusters Score: Raw -12171812.108871 + Penalty 3720.201868 = -12168091.907003 nChanged 42 SP:Iteration 97Q (8601.787236 sec): 3 clusters Score: Raw -12171812.918060 + Penalty 3720.201868 = -12168092.716191 nChanged 35 SP:Iteration 98Q (8601.939229 sec): 3 clusters Score: Raw -12171813.537833 + Penalty 3720.201868 = -12168093.335965 nChanged 34 SP:Iteration 99Q (8602.091207 sec): 3 clusters Score: Raw -12171814.290813 + Penalty 3720.201868 = -12168094.088945 nChanged 41 SP:Iteration 100F (8602.240303 sec): 3 clusters Score: Raw -12171815.001554 + Penalty 3720.201868 = -12168094.799686 nChanged 36 SP:Iteration 101Q (8602.392463 sec): 3 clusters Score: Raw -12171815.530078 + Penalty 3720.201868 = -12168095.328210 nChanged 35 SP:Iteration 102Q (8602.544789 sec): 3 clusters Score: Raw -12171816.344001 + Penalty 3720.201868 = -12168096.142133 nChanged 43 SP:Iteration 103Q (8602.696929 sec): 3 clusters Score: Raw -12171817.140252 + Penalty 3720.201868 = -12168096.938384 nChanged 37 SP:Iteration 104Q (8602.849055 sec): 3 clusters Score: Raw -12171817.719530 + Penalty 3720.201868 = -12168097.517662 nChanged 34 SP:Iteration 105Q (8603.001120 sec): 3 clusters Score: Raw -12171818.208476 + Penalty 3720.201868 = -12168098.006608 nChanged 31 SP:Iteration 106Q (8603.153257 sec): 3 clusters Score: Raw -12171818.742238 + Penalty 3720.201868 = -12168098.540370 nChanged 33 SP:Iteration 107Q (8603.305450 sec): 3 clusters Score: Raw -12171819.402924 + Penalty 3720.201868 = -12168099.201055 nChanged 43 SP:Iteration 108Q (8603.457524 sec): 3 clusters Score: Raw -12171820.301501 + Penalty 3720.201868 = -12168100.099633 nChanged 38 SP:Iteration 109Q (8603.609726 sec): 3 clusters Score: Raw -12171820.802895 + Penalty 3720.201868 = -12168100.601027 nChanged 21 SP:Iteration 110Q (8603.761880 sec): 3 clusters Score: Raw -12171821.077825 + Penalty 3720.201868 = -12168100.875957 nChanged 18 SP:Iteration 111Q (8603.937615 sec): 3 clusters Score: Raw -12171821.444539 + Penalty 3720.201868 = -12168101.242670 nChanged 33 SP:Iteration 112Q (8604.089798 sec): 3 clusters Score: Raw -12171822.227757 + Penalty 3720.201868 = -12168102.025889 nChanged 38 SP:Iteration 113Q (8604.241920 sec): 3 clusters Score: Raw -12171822.951115 + Penalty 3720.201868 = -12168102.749247 nChanged 37 SP:Iteration 114Q (8604.394055 sec): 3 clusters Score: Raw -12171823.670068 + Penalty 3720.201868 = -12168103.468200 nChanged 35 SP:Iteration 115Q (8604.546220 sec): 3 clusters Score: Raw -12171824.301924 + Penalty 3720.201868 = -12168104.100056 nChanged 46 SP:Iteration 116Q (8604.698121 sec): 3 clusters Score: Raw -12171825.173793 + Penalty 3720.201868 = -12168104.971925 nChanged 50 SP:Iteration 117Q (8604.850097 sec): 3 clusters Score: Raw -12171826.222898 + Penalty 3720.201868 = -12168106.021030 nChanged 51 SP:Iteration 118Q (8605.002114 sec): 3 clusters Score: Raw -12171827.280468 + Penalty 3720.201868 = -12168107.078600 nChanged 47 SP:Iteration 119Q (8605.154042 sec): 3 clusters Score: Raw -12171828.283218 + Penalty 3720.201868 = -12168108.081350 nChanged 35 SP:Iteration 120F (8605.303247 sec): 3 clusters Score: Raw -12171828.894211 + Penalty 3720.201868 = -12168108.692343 nChanged 35 SP:Iteration 121Q (8605.455418 sec): 3 clusters Score: Raw -12171829.672861 + Penalty 3720.201868 = -12168109.470993 nChanged 39 SP:Iteration 122Q (8605.607807 sec): 3 clusters Score: Raw -12171830.392255 + Penalty 3720.201868 = -12168110.190387 nChanged 32 SP:Iteration 123Q (8605.760012 sec): 3 clusters Score: Raw -12171830.898237 + Penalty 3720.201868 = -12168110.696369 nChanged 32 SP:Iteration 124Q (8605.912137 sec): 3 clusters Score: Raw -12171831.448038 + Penalty 3720.201868 = -12168111.246170 nChanged 30 SP:Iteration 125Q (8606.064245 sec): 3 clusters Score: Raw -12171832.039167 + Penalty 3720.201868 = -12168111.837299 nChanged 32 SP:Iteration 126Q (8606.216329 sec): 3 clusters Score: Raw -12171832.720167 + Penalty 3720.201868 = -12168112.518299 nChanged 39 SP:Iteration 127Q (8606.368463 sec): 3 clusters Score: Raw -12171833.439201 + Penalty 3720.201868 = -12168113.237333 nChanged 36 SP:Iteration 128Q (8606.520562 sec): 3 clusters Score: Raw -12171834.289559 + Penalty 3720.201868 = -12168114.087691 nChanged 37 SP:Iteration 129Q (8606.672974 sec): 3 clusters Score: Raw -12171835.146098 + Penalty 3720.201868 = -12168114.944230 nChanged 39 SP:Iteration 130Q (8606.827824 sec): 3 clusters Score: Raw -12171836.002730 + Penalty 3720.201868 = -12168115.800862 nChanged 45 SP:Iteration 131Q (8606.980852 sec): 3 clusters Score: Raw -12171836.947501 + Penalty 3720.201868 = -12168116.745633 nChanged 46 SP:Iteration 132Q (8607.132853 sec): 3 clusters Score: Raw -12171837.858766 + Penalty 3720.201868 = -12168117.656898 nChanged 47 SP:Iteration 133Q (8607.285290 sec): 3 clusters Score: Raw -12171838.807357 + Penalty 3720.201868 = -12168118.605489 nChanged 43 SP:Iteration 134Q (8607.457482 sec): 3 clusters Score: Raw -12171839.780649 + Penalty 3720.201868 = -12168119.578781 nChanged 54 SP:Iteration 135Q (8607.609514 sec): 3 clusters Score: Raw -12171841.167904 + Penalty 3720.201868 = -12168120.966036 nChanged 75 SP:Iteration 136Q (8607.761471 sec): 3 clusters Score: Raw -12171842.985210 + Penalty 3720.201868 = -12168122.783342 nChanged 63 SP:Iteration 137Q (8607.913444 sec): 3 clusters Score: Raw -12171844.529391 + Penalty 3720.201868 = -12168124.327523 nChanged 75 SP:Iteration 138Q (8608.065227 sec): 3 clusters Score: Raw -12171846.433322 + Penalty 3720.201868 = -12168126.231453 nChanged 60 SP:Iteration 139Q (8608.217210 sec): 3 clusters Score: Raw -12171848.051781 + Penalty 3720.201868 = -12168127.849913 nChanged 72 SP:Iteration 140F (8608.366249 sec): 3 clusters Score: Raw -12171850.204451 + Penalty 3720.201868 = -12168130.002583 nChanged 76 SP:Iteration 141Q (8608.518390 sec): 3 clusters Score: Raw -12171852.056747 + Penalty 3720.201868 = -12168131.854879 nChanged 74 SP:Iteration 142Q (8608.670613 sec): 3 clusters Score: Raw -12171853.825345 + Penalty 3720.201868 = -12168133.623477 nChanged 66 SP:Iteration 143Q (8608.822698 sec): 3 clusters Score: Raw -12171855.424490 + Penalty 3720.201868 = -12168135.222622 nChanged 67 SP:Iteration 144Q (8608.974783 sec): 3 clusters Score: Raw -12171856.855496 + Penalty 3720.201868 = -12168136.653627 nChanged 53 SP:Iteration 145Q (8609.126869 sec): 3 clusters Score: Raw -12171857.995556 + Penalty 3720.201868 = -12168137.793688 nChanged 61 SP:Iteration 146Q (8609.278793 sec): 3 clusters Score: Raw -12171859.269290 + Penalty 3720.201868 = -12168139.067422 nChanged 61 SP:Iteration 147Q (8609.430862 sec): 3 clusters Score: Raw -12171860.523998 + Penalty 3720.201868 = -12168140.322130 nChanged 60 SP:Iteration 148Q (8609.582781 sec): 3 clusters Score: Raw -12171861.938293 + Penalty 3720.201868 = -12168141.736425 nChanged 75 SP:Iteration 149Q (8609.734736 sec): 3 clusters Score: Raw -12171864.178592 + Penalty 3720.201868 = -12168143.976724 nChanged 89 SP:Iteration 150Q (8609.886627 sec): 3 clusters Score: Raw -12171866.851939 + Penalty 3720.201868 = -12168146.650071 nChanged 90 SP:Iteration 151Q (8610.038531 sec): 3 clusters Score: Raw -12171869.647025 + Penalty 3720.201868 = -12168149.445157 nChanged 83 SP:Iteration 152Q (8610.190340 sec): 3 clusters Score: Raw -12171872.194498 + Penalty 3720.201868 = -12168151.992630 nChanged 91 SP:Iteration 153Q (8610.342088 sec): 3 clusters Score: Raw -12171875.033289 + Penalty 3720.201868 = -12168154.831421 nChanged 104 SP:Iteration 154Q (8610.493914 sec): 3 clusters Score: Raw -12171878.265478 + Penalty 3720.201868 = -12168158.063610 nChanged 102 SP:Iteration 155Q (8610.645686 sec): 3 clusters Score: Raw -12171881.491319 + Penalty 3720.201868 = -12168161.289451 nChanged 95 SP:Iteration 156Q (8610.797322 sec): 3 clusters Score: Raw -12171884.569695 + Penalty 3720.201868 = -12168164.367827 nChanged 95 SP:Iteration 157Q (8610.948576 sec): 3 clusters Score: Raw -12171887.682662 + Penalty 3720.201868 = -12168167.480794 nChanged 98 SP:Iteration 158Q (8611.100237 sec): 3 clusters Score: Raw -12171891.005814 + Penalty 3720.201868 = -12168170.803946 nChanged 105 SP:Iteration 159Q (8611.251756 sec): 3 clusters Score: Raw -12171894.736989 + Penalty 3720.201868 = -12168174.535121 nChanged 110 SP:Iteration 160F (8611.401139 sec): 3 clusters Score: Raw -12171898.808863 + Penalty 3720.201868 = -12168178.606995 nChanged 115 SP:Iteration 161Q (8611.553157 sec): 3 clusters Score: Raw -12171903.254205 + Penalty 3720.201868 = -12168183.052337 nChanged 108 SP:Iteration 162Q (8611.705279 sec): 3 clusters Score: Raw -12171907.492411 + Penalty 3720.201868 = -12168187.290543 nChanged 94 SP:Iteration 163Q (8611.857301 sec): 3 clusters Score: Raw -12171910.915583 + Penalty 3720.201868 = -12168190.713715 nChanged 97 SP:Iteration 164Q (8612.009294 sec): 3 clusters Score: Raw -12171914.795808 + Penalty 3720.201868 = -12168194.593940 nChanged 104 SP:Iteration 165Q (8612.161214 sec): 3 clusters Score: Raw -12171919.033258 + Penalty 3720.201868 = -12168198.831390 nChanged 119 SP:Iteration 166Q (8612.312935 sec): 3 clusters Score: Raw -12171923.690713 + Penalty 3720.201868 = -12168203.488845 nChanged 107 SP:Iteration 167Q (8612.464753 sec): 3 clusters Score: Raw -12171927.798275 + Penalty 3720.201868 = -12168207.596406 nChanged 112 SP:Iteration 168Q (8612.616346 sec): 3 clusters Score: Raw -12171931.712176 + Penalty 3720.201868 = -12168211.510308 nChanged 106 SP:Iteration 169Q (8612.768023 sec): 3 clusters Score: Raw -12171935.252667 + Penalty 3720.201868 = -12168215.050799 nChanged 101 SP:Iteration 170Q (8612.919610 sec): 3 clusters Score: Raw -12171938.255491 + Penalty 3720.201868 = -12168218.053623 nChanged 104 SP:Iteration 171Q (8613.071121 sec): 3 clusters Score: Raw -12171941.517153 + Penalty 3720.201868 = -12168221.315285 nChanged 91 SP:Iteration 172Q (8613.222715 sec): 3 clusters Score: Raw -12171944.420520 + Penalty 3720.201868 = -12168224.218652 nChanged 95 SP:Iteration 173Q (8613.374320 sec): 3 clusters Score: Raw -12171947.338058 + Penalty 3720.201868 = -12168227.136190 nChanged 94 SP:Iteration 174Q (8613.525710 sec): 3 clusters Score: Raw -12171950.090527 + Penalty 3720.201868 = -12168229.888659 nChanged 89 SP:Iteration 175Q (8613.677264 sec): 3 clusters Score: Raw -12171953.209540 + Penalty 3720.201868 = -12168233.007672 nChanged 109 SP:Iteration 176Q (8613.839813 sec): 3 clusters Score: Raw -12171957.127353 + Penalty 3720.201868 = -12168236.925485 nChanged 120 SP:Iteration 177Q (8614.020196 sec): 3 clusters Score: Raw -12171961.368524 + Penalty 3720.201868 = -12168241.166656 nChanged 120 SP:Iteration 178Q (8614.171477 sec): 3 clusters Score: Raw -12171964.991949 + Penalty 3720.201868 = -12168244.790081 nChanged 111 SP:Iteration 179Q (8614.322821 sec): 3 clusters Score: Raw -12171968.872255 + Penalty 3720.201868 = -12168248.670387 nChanged 115 SP:Iteration 180F (8614.494378 sec): 3 clusters Score: Raw -12171973.848245 + Penalty 3720.201868 = -12168253.646377 nChanged 129 SP:Iteration 181Q (8614.646353 sec): 3 clusters Score: Raw -12171979.038138 + Penalty 3720.201868 = -12168258.836270 nChanged 128 SP:Iteration 182Q (8614.798064 sec): 3 clusters Score: Raw -12171983.791610 + Penalty 3720.201868 = -12168263.589742 nChanged 121 SP:Iteration 183Q (8614.949562 sec): 3 clusters Score: Raw -12171988.087977 + Penalty 3720.201868 = -12168267.886109 nChanged 127 SP:Iteration 184Q (8615.101273 sec): 3 clusters Score: Raw -12171992.884560 + Penalty 3720.201868 = -12168272.682692 nChanged 118 SP:Iteration 185Q (8615.252895 sec): 3 clusters Score: Raw -12171996.980863 + Penalty 3720.201868 = -12168276.778995 nChanged 116 SP:Iteration 186Q (8615.404464 sec): 3 clusters Score: Raw -12172001.278789 + Penalty 3720.201868 = -12168281.076921 nChanged 120 SP:Iteration 187Q (8615.555984 sec): 3 clusters Score: Raw -12172005.377572 + Penalty 3720.201868 = -12168285.175704 nChanged 112 SP:Iteration 188Q (8615.707200 sec): 3 clusters Score: Raw -12172009.264041 + Penalty 3720.201868 = -12168289.062173 nChanged 107 SP:Iteration 189Q (8615.858649 sec): 3 clusters Score: Raw -12172013.414456 + Penalty 3720.201868 = -12168293.212588 nChanged 112 SP:Iteration 190Q (8616.009907 sec): 3 clusters Score: Raw -12172017.662412 + Penalty 3720.201868 = -12168297.460544 nChanged 119 SP:Iteration 191Q (8616.161082 sec): 3 clusters Score: Raw -12172022.242214 + Penalty 3720.201868 = -12168302.040346 nChanged 121 SP:Iteration 192Q (8616.312413 sec): 3 clusters Score: Raw -12172027.714044 + Penalty 3720.201868 = -12168307.512176 nChanged 143 SP:Iteration 193Q (8616.463667 sec): 3 clusters Score: Raw -12172034.152020 + Penalty 3720.201868 = -12168313.950152 nChanged 145 SP:Iteration 194Q (8616.614900 sec): 3 clusters Score: Raw -12172040.732003 + Penalty 3720.201868 = -12168320.530135 nChanged 148 SP:Iteration 195Q (8616.765865 sec): 3 clusters Score: Raw -12172047.252056 + Penalty 3720.201868 = -12168327.050188 nChanged 145 SP:Iteration 196Q (8616.916827 sec): 3 clusters Score: Raw -12172053.283586 + Penalty 3720.201868 = -12168333.081718 nChanged 150 SP:Iteration 197Q (8617.067637 sec): 3 clusters Score: Raw -12172059.541891 + Penalty 3720.201868 = -12168339.340023 nChanged 136 SP:Iteration 198Q (8617.218443 sec): 3 clusters Score: Raw -12172065.272282 + Penalty 3720.201868 = -12168345.070414 nChanged 138 SP:Iteration 199Q (8617.369055 sec): 3 clusters Score: Raw -12172071.067006 + Penalty 3720.201868 = -12168350.865137 nChanged 137 SP:Iteration 200F (8617.518302 sec): 3 clusters Score: Raw -12172077.127321 + Penalty 3720.201868 = -12168356.925453 nChanged 162 SP:Iteration 201Q (8617.669660 sec): 3 clusters Score: Raw -12172084.854185 + Penalty 3720.201868 = -12168364.652317 nChanged 158 SP:Iteration 202Q (8617.820911 sec): 3 clusters Score: Raw -12172092.574108 + Penalty 3720.201868 = -12168372.372240 nChanged 156 SP:Iteration 203Q (8617.971847 sec): 3 clusters Score: Raw -12172100.047109 + Penalty 3720.201868 = -12168379.845241 nChanged 147 SP:Iteration 204Q (8618.122963 sec): 3 clusters Score: Raw -12172106.708045 + Penalty 3720.201868 = -12168386.506177 nChanged 161 SP:Iteration 205Q (8618.273927 sec): 3 clusters Score: Raw -12172113.704616 + Penalty 3720.201868 = -12168393.502748 nChanged 171 SP:Iteration 206Q (8618.424864 sec): 3 clusters Score: Raw -12172121.571897 + Penalty 3720.201868 = -12168401.370029 nChanged 180 SP:Iteration 207Q (8618.575602 sec): 3 clusters Score: Raw -12172130.998829 + Penalty 3720.201868 = -12168410.796961 nChanged 180 SP:Iteration 208Q (8618.726192 sec): 3 clusters Score: Raw -12172140.235023 + Penalty 3720.201868 = -12168420.033155 nChanged 194 SP:Iteration 209Q (8618.876885 sec): 3 clusters Score: Raw -12172150.609413 + Penalty 3720.201868 = -12168430.407545 nChanged 183 SP:Iteration 210Q (8619.027418 sec): 3 clusters Score: Raw -12172159.666835 + Penalty 3720.201868 = -12168439.464967 nChanged 178 SP:Iteration 211Q (8619.177772 sec): 3 clusters Score: Raw -12172167.667820 + Penalty 3720.201868 = -12168447.465952 nChanged 175 SP:Iteration 212Q (8619.328066 sec): 3 clusters Score: Raw -12172176.387090 + Penalty 3720.201868 = -12168456.185222 nChanged 194 SP:Iteration 213Q (8619.478164 sec): 3 clusters Score: Raw -12172186.835061 + Penalty 3720.201868 = -12168466.633193 nChanged 204 SP:Iteration 214Q (8619.628196 sec): 3 clusters Score: Raw -12172198.281340 + Penalty 3720.201868 = -12168478.079472 nChanged 217 SP:Iteration 215Q (8619.778184 sec): 3 clusters Score: Raw -12172210.043820 + Penalty 3720.201868 = -12168489.841952 nChanged 227 SP:Iteration 216Q (8619.928044 sec): 3 clusters Score: Raw -12172222.091158 + Penalty 3720.201868 = -12168501.889290 nChanged 219 SP:Iteration 217Q (8620.077719 sec): 3 clusters Score: Raw -12172232.566536 + Penalty 3720.201868 = -12168512.364668 nChanged 218 SP:Iteration 218Q (8620.227387 sec): 3 clusters Score: Raw -12172244.399421 + Penalty 3720.201868 = -12168524.197553 nChanged 203 SP:Iteration 219Q (8620.376758 sec): 3 clusters Score: Raw -12172255.715054 + Penalty 3720.201868 = -12168535.513186 nChanged 210 SP:Iteration 220F (8620.525596 sec): 3 clusters Score: Raw -12172267.027085 + Penalty 3720.201868 = -12168546.825217 nChanged 212 SP:Iteration 221Q (8620.675606 sec): 3 clusters Score: Raw -12172278.784800 + Penalty 3720.201868 = -12168558.582932 nChanged 228 SP:Iteration 222Q (8620.825414 sec): 3 clusters Score: Raw -12172293.364487 + Penalty 3720.201868 = -12168573.162619 nChanged 254 SP:Iteration 223Q (8620.975190 sec): 3 clusters Score: Raw -12172310.883580 + Penalty 3720.201868 = -12168590.681712 nChanged 250 SP:Iteration 224Q (8621.124732 sec): 3 clusters Score: Raw -12172326.931486 + Penalty 3720.201868 = -12168606.729618 nChanged 257 SP:Iteration 225Q (8621.274429 sec): 3 clusters Score: Raw -12172344.174109 + Penalty 3720.201868 = -12168623.972241 nChanged 261 SP:Iteration 226Q (8621.423821 sec): 3 clusters Score: Raw -12172362.327022 + Penalty 3720.201868 = -12168642.125154 nChanged 283 SP:Iteration 227Q (8621.573481 sec): 3 clusters Score: Raw -12172383.161563 + Penalty 3720.201868 = -12168662.959695 nChanged 281 SP:Iteration 228Q (8621.722400 sec): 3 clusters Score: Raw -12172403.301917 + Penalty 3720.201868 = -12168683.100049 nChanged 270 SP:Iteration 229Q (8621.870983 sec): 3 clusters Score: Raw -12172422.086422 + Penalty 3720.201868 = -12168701.884554 nChanged 267 SP:Iteration 230Q (8622.019633 sec): 3 clusters Score: Raw -12172441.596209 + Penalty 3720.201868 = -12168721.394341 nChanged 291 SP:Iteration 231Q (8622.167947 sec): 3 clusters Score: Raw -12172461.577609 + Penalty 3720.201868 = -12168741.375741 nChanged 270 SP:Iteration 232Q (8622.316137 sec): 3 clusters Score: Raw -12172479.054834 + Penalty 3720.201868 = -12168758.852966 nChanged 266 SP:Iteration 233Q (8622.464065 sec): 3 clusters Score: Raw -12172496.466982 + Penalty 3720.201868 = -12168776.265114 nChanged 255 SP:Iteration 234Q (8622.611817 sec): 3 clusters Score: Raw -12172513.311771 + Penalty 3720.201868 = -12168793.109903 nChanged 295 SP:Iteration 235Q (8622.759371 sec): 3 clusters Score: Raw -12172533.418352 + Penalty 3720.201868 = -12168813.216484 nChanged 302 SP:Iteration 236Q (8622.906916 sec): 3 clusters Score: Raw -12172555.627053 + Penalty 3720.201868 = -12168835.425185 nChanged 323 SP:Iteration 237Q (8623.054269 sec): 3 clusters Score: Raw -12172582.245184 + Penalty 3720.201868 = -12168862.043316 nChanged 355 SP:Iteration 238Q (8623.201423 sec): 3 clusters Score: Raw -12172615.695708 + Penalty 3720.201868 = -12168895.493840 nChanged 390 SP:Iteration 239Q (8623.348399 sec): 3 clusters Score: Raw -12172650.570532 + Penalty 3720.201868 = -12168930.368664 nChanged 417 SP:Iteration 240F (8623.497713 sec): 3 clusters Score: Raw -12172688.371900 + Penalty 3720.201868 = -12168968.170032 nChanged 406 SP:Iteration 241Q (8623.645276 sec): 3 clusters Score: Raw -12172726.267384 + Penalty 3720.201868 = -12169006.065516 nChanged 443 SP:Iteration 242Q (8623.792091 sec): 3 clusters Score: Raw -12172773.427803 + Penalty 3720.201868 = -12169053.225934 nChanged 492 SP:Iteration 243Q (8623.938765 sec): 3 clusters Score: Raw -12172825.547882 + Penalty 3720.201868 = -12169105.346014 nChanged 486 SP:Iteration 244Q (8624.085070 sec): 3 clusters Score: Raw -12172882.517819 + Penalty 3720.201868 = -12169162.315951 nChanged 510 SP:Iteration 245Q (8624.231100 sec): 3 clusters Score: Raw -12172948.424823 + Penalty 3720.201868 = -12169228.222955 nChanged 545 SP:Iteration 246Q (8624.378678 sec): 3 clusters Score: Raw -12173021.418143 + Penalty 3720.201868 = -12169301.216275 nChanged 551 SP:Iteration 247Q (8624.524108 sec): 3 clusters Score: Raw -12173095.965634 + Penalty 3720.201868 = -12169375.763766 nChanged 554 SP:Iteration 248Q (8624.669019 sec): 3 clusters Score: Raw -12173172.093519 + Penalty 3720.201868 = -12169451.891651 nChanged 568 SP:Iteration 249Q (8624.813384 sec): 3 clusters Score: Raw -12173252.579279 + Penalty 3720.201868 = -12169532.377411 nChanged 604 SP:Iteration 250Q (8624.958442 sec): 3 clusters Score: Raw -12173346.363906 + Penalty 3720.201868 = -12169626.162038 nChanged 654 SP:Iteration 251Q (8625.102789 sec): 3 clusters Score: Raw -12173461.458508 + Penalty 3720.201868 = -12169741.256640 nChanged 677 SP:Iteration 252Q (8625.245924 sec): 3 clusters Score: Raw -12173582.520857 + Penalty 3720.201868 = -12169862.318989 nChanged 700 SP:Iteration 253Q (8625.388721 sec): 3 clusters Score: Raw -12173713.420449 + Penalty 3720.201868 = -12169993.218581 nChanged 734 SP:Iteration 254Q (8625.531053 sec): 3 clusters Score: Raw -12173866.258696 + Penalty 3720.201868 = -12170146.056828 nChanged 821 SP:Iteration 255Q (8625.673004 sec): 3 clusters Score: Raw -12174059.085011 + Penalty 3720.201868 = -12170338.883143 nChanged 875 SP:Iteration 256Q (8625.814332 sec): 3 clusters Score: Raw -12174280.160158 + Penalty 3720.201868 = -12170559.958290 nChanged 911 SP:Iteration 257Q (8625.955102 sec): 3 clusters Score: Raw -12174526.808541 + Penalty 3720.201868 = -12170806.606673 nChanged 962 SP:Iteration 258Q (8626.095182 sec): 3 clusters Score: Raw -12174814.041109 + Penalty 3720.201868 = -12171093.839241 nChanged 1024 SP:Iteration 259Q (8626.234679 sec): 3 clusters Score: Raw -12175134.317536 + Penalty 3720.201868 = -12171414.115668 nChanged 1062 SP:Iteration 260F (8626.383996 sec): 3 clusters Score: Raw -12175493.597661 + Penalty 3720.201868 = -12171773.395793 nChanged 1109 SP:Iteration 261Q (8626.522103 sec): 3 clusters Score: Raw -12175902.515588 + Penalty 3720.201868 = -12172182.313720 nChanged 1130 SP:Iteration 262Q (8626.659437 sec): 3 clusters Score: Raw -12176354.792063 + Penalty 3720.201868 = -12172634.590195 nChanged 1163 SP:Iteration 263Q (8626.796010 sec): 3 clusters Score: Raw -12176863.817289 + Penalty 3720.201868 = -12173143.615421 nChanged 1185 SP:Iteration 264Q (8626.931600 sec): 3 clusters Score: Raw -12177412.375903 + Penalty 3720.201868 = -12173692.174035 nChanged 1152 SP:Iteration 265Q (8627.066083 sec): 3 clusters Score: Raw -12177959.081114 + Penalty 3720.201868 = -12174238.879246 nChanged 1099 SP:Iteration 266Q (8627.199441 sec): 3 clusters Score: Raw -12178485.678712 + Penalty 3720.201868 = -12174765.476844 nChanged 956 SP:Iteration 267Q (8627.331671 sec): 3 clusters Score: Raw -12178927.527662 + Penalty 3720.201868 = -12175207.325794 nChanged 828 SP:Iteration 268Q (8627.462821 sec): 3 clusters Score: Raw -12179302.612922 + Penalty 3720.201868 = -12175582.411054 nChanged 718 SP:Iteration 269Q (8627.593187 sec): 3 clusters Score: Raw -12179625.253494 + Penalty 3720.201868 = -12175905.051626 nChanged 615 SP:Iteration 270Q (8627.722558 sec): 3 clusters Score: Raw -12179877.738242 + Penalty 3720.201868 = -12176157.536374 nChanged 473 SP:Iteration 271Q (8627.850931 sec): 3 clusters Score: Raw -12180066.786751 + Penalty 3720.201868 = -12176346.584883 nChanged 392 SP:Iteration 272Q (8627.978709 sec): 3 clusters Score: Raw -12180226.861276 + Penalty 3720.201868 = -12176506.659408 nChanged 332 SP:Iteration 273Q (8628.104653 sec): 3 clusters Score: Raw -12180359.823099 + Penalty 3720.201868 = -12176639.621231 nChanged 240 SP:Iteration 274Q (8628.230549 sec): 3 clusters Score: Raw -12180454.816028 + Penalty 3720.201868 = -12176734.614160 nChanged 207 SP:Iteration 275Q (8628.355677 sec): 3 clusters Score: Raw -12180545.083863 + Penalty 3720.201868 = -12176824.881995 nChanged 166 SP:Iteration 276Q (8628.480263 sec): 3 clusters Score: Raw -12180611.164068 + Penalty 3720.201868 = -12176890.962200 nChanged 144 SP:Iteration 277Q (8628.604643 sec): 3 clusters Score: Raw -12180665.443998 + Penalty 3720.201868 = -12176945.242130 nChanged 111 SP:Iteration 278Q (8628.728778 sec): 3 clusters Score: Raw -12180707.861765 + Penalty 3720.201868 = -12176987.659897 nChanged 92 SP:Iteration 279Q (8628.852700 sec): 3 clusters Score: Raw -12180747.942393 + Penalty 3720.201868 = -12177027.740525 nChanged 89 SP:Iteration 280F (8629.000231 sec): 3 clusters Score: Raw -12180788.646889 + Penalty 3720.201868 = -12177068.445021 nChanged 81 SP:Iteration 281Q (8629.124026 sec): 3 clusters Score: Raw -12180827.182281 + Penalty 3720.201868 = -12177106.980413 nChanged 87 SP:Iteration 282Q (8629.247666 sec): 3 clusters Score: Raw -12180863.959958 + Penalty 3720.201868 = -12177143.758090 nChanged 61 SP:Iteration 283Q (8629.371164 sec): 3 clusters Score: Raw -12180884.317719 + Penalty 3720.201868 = -12177164.115851 nChanged 56 SP:Iteration 284Q (8629.494559 sec): 3 clusters Score: Raw -12180906.122534 + Penalty 3720.201868 = -12177185.920666 nChanged 49 SP:Iteration 285Q (8629.617806 sec): 3 clusters Score: Raw -12180926.028126 + Penalty 3720.201868 = -12177205.826258 nChanged 45 SP:Iteration 286Q (8629.740977 sec): 3 clusters Score: Raw -12180942.522256 + Penalty 3720.201868 = -12177222.320388 nChanged 39 SP:Iteration 287Q (8629.864021 sec): 3 clusters Score: Raw -12180955.596346 + Penalty 3720.201868 = -12177235.394477 nChanged 38 SP:Iteration 288Q (8629.987064 sec): 3 clusters Score: Raw -12180965.952001 + Penalty 3720.201868 = -12177245.750133 nChanged 28 SP:Iteration 289Q (8630.109940 sec): 3 clusters Score: Raw -12180975.712872 + Penalty 3720.201868 = -12177255.511004 nChanged 23 SP:Iteration 290Q (8630.232693 sec): 3 clusters Score: Raw -12180984.123967 + Penalty 3720.201868 = -12177263.922099 nChanged 22 SP:Iteration 291Q (8630.355539 sec): 3 clusters Score: Raw -12180991.817189 + Penalty 3720.201868 = -12177271.615321 nChanged 18 SP:Iteration 292Q (8630.478334 sec): 3 clusters Score: Raw -12180997.143004 + Penalty 3720.201868 = -12177276.941136 nChanged 20 SP:Iteration 293Q (8630.601040 sec): 3 clusters Score: Raw -12181003.995480 + Penalty 3720.201868 = -12177283.793612 nChanged 22 SP:Iteration 294Q (8630.723836 sec): 3 clusters Score: Raw -12181010.990995 + Penalty 3720.201868 = -12177290.789127 nChanged 20 SP:Iteration 295Q (8630.846449 sec): 3 clusters Score: Raw -12181018.216321 + Penalty 3720.201868 = -12177298.014453 nChanged 26 SP:Iteration 296Q (8630.969011 sec): 3 clusters Score: Raw -12181026.393824 + Penalty 3720.201868 = -12177306.191956 nChanged 26 SP:Iteration 297Q (8631.091547 sec): 3 clusters Score: Raw -12181035.502219 + Penalty 3720.201868 = -12177315.300351 nChanged 19 SP:Iteration 298Q (8631.214028 sec): 3 clusters Score: Raw -12181041.466753 + Penalty 3720.201868 = -12177321.264885 nChanged 26 SP:Iteration 299Q (8631.356756 sec): 3 clusters Score: Raw -12181052.202709 + Penalty 3720.201868 = -12177332.000841 nChanged 28 SP:Iteration 300F (8631.504681 sec): 3 clusters Score: Raw -12181061.437693 + Penalty 3720.201868 = -12177341.235825 nChanged 22 SP:Iteration 301Q (8631.627148 sec): 3 clusters Score: Raw -12181067.402691 + Penalty 3720.201868 = -12177347.200823 nChanged 16 SP:Iteration 302Q (8631.749618 sec): 3 clusters Score: Raw -12181071.638295 + Penalty 3720.201868 = -12177351.436427 nChanged 13 SP:Iteration 303Q (8631.872114 sec): 3 clusters Score: Raw -12181077.045773 + Penalty 3720.201868 = -12177356.843905 nChanged 22 SP:Iteration 304Q (8631.994579 sec): 3 clusters Score: Raw -12181085.049070 + Penalty 3720.201868 = -12177364.847202 nChanged 19 SP:Iteration 305Q (8632.117363 sec): 3 clusters Score: Raw -12181092.212501 + Penalty 3720.201868 = -12177372.010633 nChanged 19 SP:Iteration 306Q (8632.239767 sec): 3 clusters Score: Raw -12181096.869429 + Penalty 3720.201868 = -12177376.667561 nChanged 14 SP:Iteration 307Q (8632.362195 sec): 3 clusters Score: Raw -12181100.449101 + Penalty 3720.201868 = -12177380.247233 nChanged 10 SP:Iteration 308Q (8632.484540 sec): 3 clusters Score: Raw -12181102.754939 + Penalty 3720.201868 = -12177382.553071 nChanged 4 SP:Iteration 309Q (8632.606843 sec): 3 clusters Score: Raw -12181104.258246 + Penalty 3720.201868 = -12177384.056378 nChanged 4 SP:Iteration 310Q (8632.729136 sec): 3 clusters Score: Raw -12181105.786067 + Penalty 3720.201868 = -12177385.584199 nChanged 4 SP:Iteration 311Q (8632.851497 sec): 3 clusters Score: Raw -12181106.449074 + Penalty 3720.201868 = -12177386.247205 nChanged 3 SP:Iteration 312Q (8632.973966 sec): 3 clusters Score: Raw -12181106.997573 + Penalty 3720.201868 = -12177386.795705 nChanged 2 SP:Iteration 313Q (8633.096292 sec): 3 clusters Score: Raw -12181107.657499 + Penalty 3720.201868 = -12177387.455631 nChanged 3 SP:Iteration 314Q (8633.218867 sec): 3 clusters Score: Raw -12181108.087832 + Penalty 3720.201868 = -12177387.885964 nChanged 3 SP:Iteration 315Q (8633.341145 sec): 3 clusters Score: Raw -12181108.606907 + Penalty 3720.201868 = -12177388.405039 nChanged 1 SP:Iteration 316Q (8633.463510 sec): 3 clusters Score: Raw -12181108.759966 + Penalty 3720.201868 = -12177388.558098 nChanged 0 SP:Iteration 317F (8633.611185 sec): 3 clusters Score: Raw -12181108.759966 + Penalty 3720.201868 = -12177388.558098 nChanged 0 Trying to split cluster 20 (2303 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8633.620762 sec): 2 clusters Score: Raw -277443.753758 + Penalty 1258.069784 = -276185.683974 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8633.633055 sec): 3 clusters Score: Raw -276422.740639 + Penalty 2516.139567 = -273906.601072 nChanged 838 SP:Iteration 1F (8633.644507 sec): 3 clusters Score: Raw -277013.632297 + Penalty 2516.139567 = -274497.492730 nChanged 197 SP:Iteration 2F (8633.655990 sec): 3 clusters Score: Raw -277188.070855 + Penalty 2516.139567 = -274671.931288 nChanged 137 SP:Iteration 3F (8633.667429 sec): 3 clusters Score: Raw -277329.344925 + Penalty 2516.139567 = -274813.205357 nChanged 100 SP:Iteration 4Q (8633.678799 sec): 3 clusters Score: Raw -277416.904034 + Penalty 2516.139567 = -274900.764466 nChanged 84 SP:Iteration 5Q (8633.690202 sec): 3 clusters Score: Raw -277491.319647 + Penalty 2516.139567 = -274975.180079 nChanged 82 SP:Iteration 6Q (8633.701579 sec): 3 clusters Score: Raw -277560.287238 + Penalty 2516.139567 = -275044.147670 nChanged 67 SP:Iteration 7Q (8633.712968 sec): 3 clusters Score: Raw -277619.259591 + Penalty 2516.139567 = -275103.120024 nChanged 53 SP:Iteration 8Q (8633.724303 sec): 3 clusters Score: Raw -277660.238425 + Penalty 2516.139567 = -275144.098857 nChanged 55 SP:Iteration 9Q (8633.735664 sec): 3 clusters Score: Raw -277695.344979 + Penalty 2516.139567 = -275179.205411 nChanged 33 SP:Iteration 10Q (8633.746893 sec): 3 clusters Score: Raw -277711.741180 + Penalty 2516.139567 = -275195.601612 nChanged 28 SP:Iteration 11Q (8633.758118 sec): 3 clusters Score: Raw -277728.869182 + Penalty 2516.139567 = -275212.729615 nChanged 22 SP:Iteration 12Q (8633.769464 sec): 3 clusters Score: Raw -277738.058543 + Penalty 2516.139567 = -275221.918976 nChanged 16 SP:Iteration 13Q (8633.780778 sec): 3 clusters Score: Raw -277746.199814 + Penalty 2516.139567 = -275230.060246 nChanged 18 SP:Iteration 14Q (8633.792066 sec): 3 clusters Score: Raw -277754.305111 + Penalty 2516.139567 = -275238.165544 nChanged 12 SP:Iteration 15Q (8633.803345 sec): 3 clusters Score: Raw -277760.199139 + Penalty 2516.139567 = -275244.059571 nChanged 13 SP:Iteration 16Q (8633.814617 sec): 3 clusters Score: Raw -277764.947968 + Penalty 2516.139567 = -275248.808401 nChanged 13 SP:Iteration 17Q (8633.825860 sec): 3 clusters Score: Raw -277770.739591 + Penalty 2516.139567 = -275254.600024 nChanged 11 SP:Iteration 18Q (8633.837121 sec): 3 clusters Score: Raw -277775.669586 + Penalty 2516.139567 = -275259.530019 nChanged 4 SP:Iteration 19Q (8633.848346 sec): 3 clusters Score: Raw -277778.370571 + Penalty 2516.139567 = -275262.231004 nChanged 10 SP:Iteration 20F (8633.859647 sec): 3 clusters Score: Raw -277784.757694 + Penalty 2516.139567 = -275268.618127 nChanged 12 SP:Iteration 21Q (8633.870929 sec): 3 clusters Score: Raw -277792.415440 + Penalty 2516.139567 = -275276.275873 nChanged 14 SP:Iteration 22Q (8633.882179 sec): 3 clusters Score: Raw -277806.093842 + Penalty 2516.139567 = -275289.954275 nChanged 17 SP:Iteration 23Q (8633.893393 sec): 3 clusters Score: Raw -277822.042142 + Penalty 2516.139567 = -275305.902574 nChanged 20 SP:Iteration 24Q (8633.904596 sec): 3 clusters Score: Raw -277839.017247 + Penalty 2516.139567 = -275322.877679 nChanged 25 SP:Iteration 25Q (8633.915810 sec): 3 clusters Score: Raw -277864.140055 + Penalty 2516.139567 = -275348.000488 nChanged 23 SP:Iteration 26Q (8633.926923 sec): 3 clusters Score: Raw -277872.916629 + Penalty 2516.139567 = -275356.777062 nChanged 11 SP:Iteration 27Q (8633.938150 sec): 3 clusters Score: Raw -277878.561217 + Penalty 2516.139567 = -275362.421650 nChanged 13 SP:Iteration 28Q (8633.949360 sec): 3 clusters Score: Raw -277882.523504 + Penalty 2516.139567 = -275366.383937 nChanged 2 SP:Iteration 29Q (8633.960607 sec): 3 clusters Score: Raw -277882.828097 + Penalty 2516.139567 = -275366.688530 nChanged 1 SP:Iteration 30Q (8633.971828 sec): 3 clusters Score: Raw -277883.028874 + Penalty 2516.139567 = -275366.889306 nChanged 3 SP:Iteration 31Q (8633.983013 sec): 3 clusters Score: Raw -277883.825235 + Penalty 2516.139567 = -275367.685668 nChanged 2 SP:Iteration 32Q (8633.994160 sec): 3 clusters Score: Raw -277884.432194 + Penalty 2516.139567 = -275368.292626 nChanged 3 SP:Iteration 33Q (8634.005356 sec): 3 clusters Score: Raw -277885.555516 + Penalty 2516.139567 = -275369.415949 nChanged 4 SP:Iteration 34Q (8634.016546 sec): 3 clusters Score: Raw -277889.520929 + Penalty 2516.139567 = -275373.381362 nChanged 7 SP:Iteration 35Q (8634.027754 sec): 3 clusters Score: Raw -277893.289982 + Penalty 2516.139567 = -275377.150415 nChanged 4 SP:Iteration 36Q (8634.038918 sec): 3 clusters Score: Raw -277894.963202 + Penalty 2516.139567 = -275378.823635 nChanged 4 SP:Iteration 37Q (8634.050072 sec): 3 clusters Score: Raw -277896.284515 + Penalty 2516.139567 = -275380.144947 nChanged 1 SP:Iteration 38Q (8634.061185 sec): 3 clusters Score: Raw -277896.494227 + Penalty 2516.139567 = -275380.354660 nChanged 1 SP:Iteration 39Q (8634.072261 sec): 3 clusters Score: Raw -277896.860672 + Penalty 2516.139567 = -275380.721105 nChanged 2 SP:Iteration 40F (8634.083552 sec): 3 clusters Score: Raw -277898.158506 + Penalty 2516.139567 = -275382.018939 nChanged 4 SP:Iteration 41Q (8634.094789 sec): 3 clusters Score: Raw -277900.085046 + Penalty 2516.139567 = -275383.945478 nChanged 4 SP:Iteration 42Q (8634.105876 sec): 3 clusters Score: Raw -277901.678370 + Penalty 2516.139567 = -275385.538803 nChanged 3 SP:Iteration 43Q (8634.116961 sec): 3 clusters Score: Raw -277902.961195 + Penalty 2516.139567 = -275386.821627 nChanged 4 SP:Iteration 44Q (8634.128092 sec): 3 clusters Score: Raw -277904.254177 + Penalty 2516.139567 = -275388.114610 nChanged 3 SP:Iteration 45Q (8634.139295 sec): 3 clusters Score: Raw -277905.648063 + Penalty 2516.139567 = -275389.508496 nChanged 2 SP:Iteration 46Q (8634.150480 sec): 3 clusters Score: Raw -277906.160182 + Penalty 2516.139567 = -275390.020614 nChanged 1 SP:Iteration 47Q (8634.161689 sec): 3 clusters Score: Raw -277906.280348 + Penalty 2516.139567 = -275390.140781 nChanged 0 SP:Iteration 48F (8634.172973 sec): 3 clusters Score: Raw -277906.280348 + Penalty 2516.139567 = -275390.140781 nChanged 0 Trying to split cluster 21 (2126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8634.188891 sec): 2 clusters Score: Raw -257706.873087 + Penalty 1245.074603 = -256461.798484 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8634.200250 sec): 3 clusters Score: Raw -256763.530929 + Penalty 2490.149207 = -254273.381722 nChanged 757 SP:Iteration 1F (8634.210819 sec): 3 clusters Score: Raw -257306.182136 + Penalty 2490.149207 = -254816.032929 nChanged 193 SP:Iteration 2F (8634.221462 sec): 3 clusters Score: Raw -257493.108752 + Penalty 2490.149207 = -255002.959545 nChanged 154 SP:Iteration 3F (8634.232077 sec): 3 clusters Score: Raw -257642.996618 + Penalty 2490.149207 = -255152.847411 nChanged 125 SP:Iteration 4F (8634.242714 sec): 3 clusters Score: Raw -257773.653401 + Penalty 2490.149207 = -255283.504194 nChanged 109 SP:Iteration 5F (8634.253390 sec): 3 clusters Score: Raw -257901.663358 + Penalty 2490.149207 = -255411.514152 nChanged 107 SP:Iteration 6F (8634.264010 sec): 3 clusters Score: Raw -258018.251121 + Penalty 2490.149207 = -255528.101915 nChanged 101 SP:Iteration 7Q (8634.274489 sec): 3 clusters Score: Raw -258141.265327 + Penalty 2490.149207 = -255651.116120 nChanged 96 SP:Iteration 8Q (8634.285041 sec): 3 clusters Score: Raw -258269.864366 + Penalty 2490.149207 = -255779.715159 nChanged 86 SP:Iteration 9Q (8634.295524 sec): 3 clusters Score: Raw -258375.873150 + Penalty 2490.149207 = -255885.723944 nChanged 64 SP:Iteration 10Q (8634.305993 sec): 3 clusters Score: Raw -258454.247612 + Penalty 2490.149207 = -255964.098405 nChanged 42 SP:Iteration 11Q (8634.316481 sec): 3 clusters Score: Raw -258520.032164 + Penalty 2490.149207 = -256029.882957 nChanged 47 SP:Iteration 12Q (8634.326921 sec): 3 clusters Score: Raw -258579.577137 + Penalty 2490.149207 = -256089.427931 nChanged 29 SP:Iteration 13Q (8634.337368 sec): 3 clusters Score: Raw -258601.956822 + Penalty 2490.149207 = -256111.807616 nChanged 26 SP:Iteration 14Q (8634.347751 sec): 3 clusters Score: Raw -258618.247407 + Penalty 2490.149207 = -256128.098201 nChanged 20 SP:Iteration 15Q (8634.358112 sec): 3 clusters Score: Raw -258638.021290 + Penalty 2490.149207 = -256147.872084 nChanged 17 SP:Iteration 16Q (8634.368545 sec): 3 clusters Score: Raw -258653.473098 + Penalty 2490.149207 = -256163.323892 nChanged 18 SP:Iteration 17Q (8634.378911 sec): 3 clusters Score: Raw -258667.793977 + Penalty 2490.149207 = -256177.644771 nChanged 8 SP:Iteration 18Q (8634.389329 sec): 3 clusters Score: Raw -258671.467740 + Penalty 2490.149207 = -256181.318533 nChanged 3 SP:Iteration 19Q (8634.422119 sec): 3 clusters Score: Raw -258671.980566 + Penalty 2490.149207 = -256181.831359 nChanged 1 SP:Iteration 20F (8634.432692 sec): 3 clusters Score: Raw -258677.687069 + Penalty 2490.149207 = -256187.537863 nChanged 5 SP:Iteration 21Q (8634.443165 sec): 3 clusters Score: Raw -258686.163705 + Penalty 2490.149207 = -256196.014498 nChanged 12 SP:Iteration 22Q (8634.453626 sec): 3 clusters Score: Raw -258697.536134 + Penalty 2490.149207 = -256207.386928 nChanged 11 SP:Iteration 23Q (8634.464105 sec): 3 clusters Score: Raw -258703.708969 + Penalty 2490.149207 = -256213.559763 nChanged 11 SP:Iteration 24Q (8634.474601 sec): 3 clusters Score: Raw -258708.858250 + Penalty 2490.149207 = -256218.709043 nChanged 5 SP:Iteration 25Q (8634.485045 sec): 3 clusters Score: Raw -258710.320643 + Penalty 2490.149207 = -256220.171436 nChanged 2 SP:Iteration 26Q (8634.495429 sec): 3 clusters Score: Raw -258710.792864 + Penalty 2490.149207 = -256220.643657 nChanged 1 SP:Iteration 27Q (8634.505793 sec): 3 clusters Score: Raw -258711.151094 + Penalty 2490.149207 = -256221.001888 nChanged 0 SP:Iteration 28F (8634.516306 sec): 3 clusters Score: Raw -258711.151094 + Penalty 2490.149207 = -256221.001888 nChanged 0 Trying to split cluster 22 (5586 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8634.536969 sec): 2 clusters Score: Raw -708461.797715 + Penalty 1402.053046 = -707059.744669 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8634.559899 sec): 3 clusters Score: Raw -705503.708429 + Penalty 2804.106093 = -702699.602337 nChanged 2286 SP:Iteration 1F (8634.582339 sec): 3 clusters Score: Raw -706887.298648 + Penalty 2804.106093 = -704083.192555 nChanged 459 SP:Iteration 2F (8634.604745 sec): 3 clusters Score: Raw -707235.701432 + Penalty 2804.106093 = -704431.595340 nChanged 379 SP:Iteration 3F (8634.626957 sec): 3 clusters Score: Raw -707522.322836 + Penalty 2804.106093 = -704718.216743 nChanged 339 SP:Iteration 4F (8634.649507 sec): 3 clusters Score: Raw -707735.425045 + Penalty 2804.106093 = -704931.318952 nChanged 302 SP:Iteration 5F (8634.671684 sec): 3 clusters Score: Raw -707933.190065 + Penalty 2804.106093 = -705129.083972 nChanged 226 SP:Iteration 6Q (8634.693990 sec): 3 clusters Score: Raw -708072.074505 + Penalty 2804.106093 = -705267.968412 nChanged 182 SP:Iteration 7Q (8634.716312 sec): 3 clusters Score: Raw -708158.612952 + Penalty 2804.106093 = -705354.506859 nChanged 134 SP:Iteration 8Q (8634.738787 sec): 3 clusters Score: Raw -708227.938878 + Penalty 2804.106093 = -705423.832785 nChanged 102 SP:Iteration 9Q (8634.761388 sec): 3 clusters Score: Raw -708270.948406 + Penalty 2804.106093 = -705466.842314 nChanged 79 SP:Iteration 10Q (8634.783800 sec): 3 clusters Score: Raw -708303.885704 + Penalty 2804.106093 = -705499.779612 nChanged 69 SP:Iteration 11Q (8634.806246 sec): 3 clusters Score: Raw -708335.136856 + Penalty 2804.106093 = -705531.030764 nChanged 83 SP:Iteration 12Q (8634.828729 sec): 3 clusters Score: Raw -708374.181568 + Penalty 2804.106093 = -705570.075476 nChanged 87 SP:Iteration 13Q (8634.851183 sec): 3 clusters Score: Raw -708437.062099 + Penalty 2804.106093 = -705632.956007 nChanged 122 SP:Iteration 14Q (8634.873471 sec): 3 clusters Score: Raw -708567.267664 + Penalty 2804.106093 = -705763.161571 nChanged 164 SP:Iteration 15Q (8634.895972 sec): 3 clusters Score: Raw -708815.841387 + Penalty 2804.106093 = -706011.735294 nChanged 199 SP:Iteration 16Q (8634.918336 sec): 3 clusters Score: Raw -709141.218455 + Penalty 2804.106093 = -706337.112363 nChanged 159 SP:Iteration 17Q (8634.940506 sec): 3 clusters Score: Raw -709308.304857 + Penalty 2804.106093 = -706504.198764 nChanged 84 SP:Iteration 18Q (8634.962279 sec): 3 clusters Score: Raw -709364.043126 + Penalty 2804.106093 = -706559.937034 nChanged 46 SP:Iteration 19Q (8634.983895 sec): 3 clusters Score: Raw -709382.450813 + Penalty 2804.106093 = -706578.344720 nChanged 22 SP:Iteration 20F (8635.006462 sec): 3 clusters Score: Raw -709389.259372 + Penalty 2804.106093 = -706585.153279 nChanged 13 SP:Iteration 21Q (8635.028135 sec): 3 clusters Score: Raw -709392.196301 + Penalty 2804.106093 = -706588.090208 nChanged 5 SP:Iteration 22Q (8635.049903 sec): 3 clusters Score: Raw -709393.949451 + Penalty 2804.106093 = -706589.843359 nChanged 6 SP:Iteration 23Q (8635.071538 sec): 3 clusters Score: Raw -709395.730371 + Penalty 2804.106093 = -706591.624278 nChanged 3 SP:Iteration 24Q (8635.093131 sec): 3 clusters Score: Raw -709396.657150 + Penalty 2804.106093 = -706592.551057 nChanged 4 SP:Iteration 25Q (8635.115088 sec): 3 clusters Score: Raw -709397.462577 + Penalty 2804.106093 = -706593.356485 nChanged 2 SP:Iteration 26Q (8635.136815 sec): 3 clusters Score: Raw -709397.856051 + Penalty 2804.106093 = -706593.749958 nChanged 0 SP:Iteration 27F (8635.159260 sec): 3 clusters Score: Raw -709397.856051 + Penalty 2804.106093 = -706593.749958 nChanged 0 Trying to split cluster 23 (32542 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8635.208586 sec): 2 clusters Score: Raw -4099837.683732 + Penalty 1688.421612 = -4098149.262121 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8635.272921 sec): 3 clusters Score: Raw -4079659.818241 + Penalty 3376.843224 = -4076282.975017 nChanged 15027 SP:Iteration 1F (8635.332640 sec): 3 clusters Score: Raw -4088120.718694 + Penalty 3376.843224 = -4084743.875470 nChanged 1444 SP:Iteration 2Q (8635.394917 sec): 3 clusters Score: Raw -4088596.148507 + Penalty 3376.843224 = -4085219.305283 nChanged 1485 SP:Iteration 3Q (8635.456492 sec): 3 clusters Score: Raw -4089202.924361 + Penalty 3376.843224 = -4085826.081137 nChanged 1784 SP:Iteration 4F (8635.515770 sec): 3 clusters Score: Raw -4090065.442235 + Penalty 3376.843224 = -4086688.599012 nChanged 1979 SP:Iteration 5F (8635.575255 sec): 3 clusters Score: Raw -4091168.044455 + Penalty 3376.843224 = -4087791.201232 nChanged 2108 SP:Iteration 6F (8635.634603 sec): 3 clusters Score: Raw -4092582.151570 + Penalty 3376.843224 = -4089205.308346 nChanged 2185 SP:Iteration 7F (8635.694053 sec): 3 clusters Score: Raw -4094188.997929 + Penalty 3376.843224 = -4090812.154705 nChanged 1962 SP:Iteration 8F (8635.753468 sec): 3 clusters Score: Raw -4095752.795899 + Penalty 3376.843224 = -4092375.952676 nChanged 1627 SP:Iteration 9Q (8635.814429 sec): 3 clusters Score: Raw -4097109.679859 + Penalty 3376.843224 = -4093732.836635 nChanged 1155 SP:Iteration 10Q (8635.873844 sec): 3 clusters Score: Raw -4098092.189657 + Penalty 3376.843224 = -4094715.346434 nChanged 763 SP:Iteration 11Q (8635.930916 sec): 3 clusters Score: Raw -4098774.582594 + Penalty 3376.843224 = -4095397.739371 nChanged 519 SP:Iteration 12Q (8635.985305 sec): 3 clusters Score: Raw -4099212.486524 + Penalty 3376.843224 = -4095835.643301 nChanged 327 SP:Iteration 13Q (8636.038112 sec): 3 clusters Score: Raw -4099529.194365 + Penalty 3376.843224 = -4096152.351141 nChanged 215 SP:Iteration 14Q (8636.088977 sec): 3 clusters Score: Raw -4099774.337371 + Penalty 3376.843224 = -4096397.494148 nChanged 164 SP:Iteration 15Q (8636.139024 sec): 3 clusters Score: Raw -4099933.833061 + Penalty 3376.843224 = -4096556.989838 nChanged 133 SP:Iteration 16Q (8636.188751 sec): 3 clusters Score: Raw -4100036.964693 + Penalty 3376.843224 = -4096660.121469 nChanged 111 SP:Iteration 17Q (8636.238102 sec): 3 clusters Score: Raw -4100110.119129 + Penalty 3376.843224 = -4096733.275905 nChanged 97 SP:Iteration 18Q (8636.287329 sec): 3 clusters Score: Raw -4100163.008069 + Penalty 3376.843224 = -4096786.164845 nChanged 85 SP:Iteration 19Q (8636.336962 sec): 3 clusters Score: Raw -4100198.695083 + Penalty 3376.843224 = -4096821.851859 nChanged 53 SP:Iteration 20F (8636.396302 sec): 3 clusters Score: Raw -4100224.985343 + Penalty 3376.843224 = -4096848.142120 nChanged 53 SP:Iteration 21Q (8636.445308 sec): 3 clusters Score: Raw -4100245.489730 + Penalty 3376.843224 = -4096868.646507 nChanged 34 SP:Iteration 22Q (8636.494614 sec): 3 clusters Score: Raw -4100256.993957 + Penalty 3376.843224 = -4096880.150734 nChanged 24 SP:Iteration 23Q (8636.543757 sec): 3 clusters Score: Raw -4100263.548782 + Penalty 3376.843224 = -4096886.705559 nChanged 22 SP:Iteration 24Q (8636.592957 sec): 3 clusters Score: Raw -4100269.105225 + Penalty 3376.843224 = -4096892.262001 nChanged 16 SP:Iteration 25Q (8636.642126 sec): 3 clusters Score: Raw -4100273.156475 + Penalty 3376.843224 = -4096896.313252 nChanged 13 SP:Iteration 26Q (8636.691139 sec): 3 clusters Score: Raw -4100276.740812 + Penalty 3376.843224 = -4096899.897588 nChanged 11 SP:Iteration 27Q (8636.740164 sec): 3 clusters Score: Raw -4100279.866859 + Penalty 3376.843224 = -4096903.023635 nChanged 14 SP:Iteration 28Q (8636.789455 sec): 3 clusters Score: Raw -4100283.260742 + Penalty 3376.843224 = -4096906.417518 nChanged 12 SP:Iteration 29Q (8636.838599 sec): 3 clusters Score: Raw -4100286.157872 + Penalty 3376.843224 = -4096909.314648 nChanged 7 SP:Iteration 30Q (8636.887638 sec): 3 clusters Score: Raw -4100287.734493 + Penalty 3376.843224 = -4096910.891270 nChanged 9 SP:Iteration 31Q (8636.936734 sec): 3 clusters Score: Raw -4100290.664935 + Penalty 3376.843224 = -4096913.821711 nChanged 7 SP:Iteration 32Q (8636.985985 sec): 3 clusters Score: Raw -4100292.264970 + Penalty 3376.843224 = -4096915.421747 nChanged 10 SP:Iteration 33Q (8637.034981 sec): 3 clusters Score: Raw -4100294.069679 + Penalty 3376.843224 = -4096917.226456 nChanged 4 SP:Iteration 34Q (8637.084054 sec): 3 clusters Score: Raw -4100294.666984 + Penalty 3376.843224 = -4096917.823761 nChanged 5 SP:Iteration 35Q (8637.133041 sec): 3 clusters Score: Raw -4100295.685246 + Penalty 3376.843224 = -4096918.842022 nChanged 5 SP:Iteration 36Q (8637.182279 sec): 3 clusters Score: Raw -4100296.771524 + Penalty 3376.843224 = -4096919.928300 nChanged 8 SP:Iteration 37Q (8637.231339 sec): 3 clusters Score: Raw -4100297.991788 + Penalty 3376.843224 = -4096921.148565 nChanged 4 SP:Iteration 38Q (8637.280441 sec): 3 clusters Score: Raw -4100298.694177 + Penalty 3376.843224 = -4096921.850953 nChanged 5 SP:Iteration 39Q (8637.329818 sec): 3 clusters Score: Raw -4100299.777123 + Penalty 3376.843224 = -4096922.933900 nChanged 5 SP:Iteration 40F (8637.389223 sec): 3 clusters Score: Raw -4100300.906311 + Penalty 3376.843224 = -4096924.063087 nChanged 1 SP:Iteration 41Q (8637.438235 sec): 3 clusters Score: Raw -4100301.655528 + Penalty 3376.843224 = -4096924.812304 nChanged 4 SP:Iteration 42Q (8637.487480 sec): 3 clusters Score: Raw -4100302.624142 + Penalty 3376.843224 = -4096925.780918 nChanged 4 SP:Iteration 43Q (8637.536593 sec): 3 clusters Score: Raw -4100303.685671 + Penalty 3376.843224 = -4096926.842447 nChanged 2 SP:Iteration 44Q (8637.585822 sec): 3 clusters Score: Raw -4100303.978373 + Penalty 3376.843224 = -4096927.135150 nChanged 2 SP:Iteration 45Q (8637.635051 sec): 3 clusters Score: Raw -4100304.387604 + Penalty 3376.843224 = -4096927.544381 nChanged 2 SP:Iteration 46Q (8637.684177 sec): 3 clusters Score: Raw -4100304.674409 + Penalty 3376.843224 = -4096927.831185 nChanged 0 SP:Iteration 47F (8637.743856 sec): 3 clusters Score: Raw -4100304.674409 + Penalty 3376.843224 = -4096927.831185 nChanged 0 Trying to split cluster 24 (8446 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8637.762047 sec): 2 clusters Score: Raw -1126143.049712 + Penalty 1469.235338 = -1124673.814373 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8637.788099 sec): 3 clusters Score: Raw -1121450.954871 + Penalty 2938.470677 = -1118512.484194 nChanged 3584 SP:Iteration 1F (8637.813300 sec): 3 clusters Score: Raw -1123262.437049 + Penalty 2938.470677 = -1120323.966373 nChanged 548 SP:Iteration 2F (8637.838607 sec): 3 clusters Score: Raw -1123505.046316 + Penalty 2938.470677 = -1120566.575640 nChanged 465 SP:Iteration 3F (8637.863768 sec): 3 clusters Score: Raw -1123696.139926 + Penalty 2938.470677 = -1120757.669249 nChanged 386 SP:Iteration 4Q (8637.889022 sec): 3 clusters Score: Raw -1123854.929690 + Penalty 2938.470677 = -1120916.459013 nChanged 355 SP:Iteration 5Q (8637.914614 sec): 3 clusters Score: Raw -1124010.094505 + Penalty 2938.470677 = -1121071.623829 nChanged 361 SP:Iteration 6Q (8637.939902 sec): 3 clusters Score: Raw -1124191.454936 + Penalty 2938.470677 = -1121252.984260 nChanged 377 SP:Iteration 7Q (8637.965283 sec): 3 clusters Score: Raw -1124393.341830 + Penalty 2938.470677 = -1121454.871154 nChanged 393 SP:Iteration 8Q (8637.990863 sec): 3 clusters Score: Raw -1124650.173857 + Penalty 2938.470677 = -1121711.703181 nChanged 412 SP:Iteration 9Q (8638.016085 sec): 3 clusters Score: Raw -1124935.262065 + Penalty 2938.470677 = -1121996.791389 nChanged 391 SP:Iteration 10Q (8638.041310 sec): 3 clusters Score: Raw -1125241.715187 + Penalty 2938.470677 = -1122303.244510 nChanged 338 SP:Iteration 11Q (8638.066489 sec): 3 clusters Score: Raw -1125494.208305 + Penalty 2938.470677 = -1122555.737628 nChanged 264 SP:Iteration 12Q (8638.091532 sec): 3 clusters Score: Raw -1125711.083982 + Penalty 2938.470677 = -1122772.613305 nChanged 217 SP:Iteration 13Q (8638.115938 sec): 3 clusters Score: Raw -1125900.311145 + Penalty 2938.470677 = -1122961.840468 nChanged 140 SP:Iteration 14Q (8638.140195 sec): 3 clusters Score: Raw -1126029.292476 + Penalty 2938.470677 = -1123090.821800 nChanged 106 SP:Iteration 15Q (8638.164287 sec): 3 clusters Score: Raw -1126123.176778 + Penalty 2938.470677 = -1123184.706101 nChanged 68 SP:Iteration 16Q (8638.187775 sec): 3 clusters Score: Raw -1126191.443842 + Penalty 2938.470677 = -1123252.973165 nChanged 49 SP:Iteration 17Q (8638.210947 sec): 3 clusters Score: Raw -1126240.078460 + Penalty 2938.470677 = -1123301.607784 nChanged 38 SP:Iteration 18Q (8638.234275 sec): 3 clusters Score: Raw -1126273.098088 + Penalty 2938.470677 = -1123334.627412 nChanged 26 SP:Iteration 19Q (8638.257443 sec): 3 clusters Score: Raw -1126295.683358 + Penalty 2938.470677 = -1123357.212681 nChanged 19 SP:Iteration 20F (8638.282706 sec): 3 clusters Score: Raw -1126313.834180 + Penalty 2938.470677 = -1123375.363504 nChanged 17 SP:Iteration 21Q (8638.305528 sec): 3 clusters Score: Raw -1126329.444331 + Penalty 2938.470677 = -1123390.973654 nChanged 13 SP:Iteration 22Q (8638.328413 sec): 3 clusters Score: Raw -1126340.585364 + Penalty 2938.470677 = -1123402.114688 nChanged 6 SP:Iteration 23Q (8638.351371 sec): 3 clusters Score: Raw -1126344.400744 + Penalty 2938.470677 = -1123405.930068 nChanged 3 SP:Iteration 24Q (8638.374035 sec): 3 clusters Score: Raw -1126345.943150 + Penalty 2938.470677 = -1123407.472473 nChanged 1 SP:Iteration 25Q (8638.396841 sec): 3 clusters Score: Raw -1126348.080786 + Penalty 2938.470677 = -1123409.610109 nChanged 3 SP:Iteration 26Q (8638.419595 sec): 3 clusters Score: Raw -1126350.703819 + Penalty 2938.470677 = -1123412.233142 nChanged 2 SP:Iteration 27Q (8638.442331 sec): 3 clusters Score: Raw -1126351.521773 + Penalty 2938.470677 = -1123413.051096 nChanged 1 SP:Iteration 28Q (8638.465045 sec): 3 clusters Score: Raw -1126352.257378 + Penalty 2938.470677 = -1123413.786701 nChanged 0 SP:Iteration 29F (8638.490229 sec): 3 clusters Score: Raw -1126352.257378 + Penalty 2938.470677 = -1123413.786701 nChanged 0 Trying to split cluster 25 (7499 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8638.511457 sec): 2 clusters Score: Raw -1010141.631286 + Penalty 1449.910306 = -1008691.720980 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8638.536016 sec): 3 clusters Score: Raw -1006040.544630 + Penalty 2899.820611 = -1003140.724019 nChanged 3094 SP:Iteration 1F (8638.559824 sec): 3 clusters Score: Raw -1007763.159438 + Penalty 2899.820611 = -1004863.338827 nChanged 532 SP:Iteration 2F (8638.583653 sec): 3 clusters Score: Raw -1008050.218764 + Penalty 2899.820611 = -1005150.398153 nChanged 451 SP:Iteration 3F (8638.607451 sec): 3 clusters Score: Raw -1008294.260759 + Penalty 2899.820611 = -1005394.440148 nChanged 406 SP:Iteration 4F (8638.631205 sec): 3 clusters Score: Raw -1008520.859374 + Penalty 2899.820611 = -1005621.038763 nChanged 397 SP:Iteration 5F (8638.655007 sec): 3 clusters Score: Raw -1008752.906366 + Penalty 2899.820611 = -1005853.085755 nChanged 365 SP:Iteration 6Q (8638.678936 sec): 3 clusters Score: Raw -1008978.779987 + Penalty 2899.820611 = -1006078.959376 nChanged 389 SP:Iteration 7F (8638.702698 sec): 3 clusters Score: Raw -1009280.715871 + Penalty 2899.820611 = -1006380.895259 nChanged 416 SP:Iteration 8F (8638.726793 sec): 3 clusters Score: Raw -1009615.796566 + Penalty 2899.820611 = -1006715.975954 nChanged 354 SP:Iteration 9Q (8638.750670 sec): 3 clusters Score: Raw -1009885.546865 + Penalty 2899.820611 = -1006985.726254 nChanged 284 SP:Iteration 10Q (8638.774382 sec): 3 clusters Score: Raw -1010114.569038 + Penalty 2899.820611 = -1007214.748427 nChanged 213 SP:Iteration 11Q (8638.798139 sec): 3 clusters Score: Raw -1010265.846083 + Penalty 2899.820611 = -1007366.025472 nChanged 167 SP:Iteration 12Q (8638.821686 sec): 3 clusters Score: Raw -1010384.061659 + Penalty 2899.820611 = -1007484.241048 nChanged 116 SP:Iteration 13Q (8638.844907 sec): 3 clusters Score: Raw -1010455.261303 + Penalty 2899.820611 = -1007555.440692 nChanged 79 SP:Iteration 14Q (8638.867941 sec): 3 clusters Score: Raw -1010502.275848 + Penalty 2899.820611 = -1007602.455236 nChanged 79 SP:Iteration 15Q (8638.890581 sec): 3 clusters Score: Raw -1010540.361710 + Penalty 2899.820611 = -1007640.541098 nChanged 62 SP:Iteration 16Q (8638.913154 sec): 3 clusters Score: Raw -1010572.819248 + Penalty 2899.820611 = -1007672.998637 nChanged 54 SP:Iteration 17Q (8638.935860 sec): 3 clusters Score: Raw -1010599.936767 + Penalty 2899.820611 = -1007700.116155 nChanged 37 SP:Iteration 18Q (8638.958422 sec): 3 clusters Score: Raw -1010620.974261 + Penalty 2899.820611 = -1007721.153650 nChanged 34 SP:Iteration 19Q (8638.980661 sec): 3 clusters Score: Raw -1010638.746691 + Penalty 2899.820611 = -1007738.926080 nChanged 23 SP:Iteration 20F (8639.004743 sec): 3 clusters Score: Raw -1010654.370593 + Penalty 2899.820611 = -1007754.549982 nChanged 21 SP:Iteration 21Q (8639.027167 sec): 3 clusters Score: Raw -1010662.702445 + Penalty 2899.820611 = -1007762.881834 nChanged 12 SP:Iteration 22Q (8639.049380 sec): 3 clusters Score: Raw -1010666.421602 + Penalty 2899.820611 = -1007766.600991 nChanged 11 SP:Iteration 23Q (8639.071583 sec): 3 clusters Score: Raw -1010670.507769 + Penalty 2899.820611 = -1007770.687158 nChanged 6 SP:Iteration 24Q (8639.093982 sec): 3 clusters Score: Raw -1010672.237429 + Penalty 2899.820611 = -1007772.416818 nChanged 4 SP:Iteration 25Q (8639.116418 sec): 3 clusters Score: Raw -1010672.746860 + Penalty 2899.820611 = -1007772.926249 nChanged 4 SP:Iteration 26Q (8639.138665 sec): 3 clusters Score: Raw -1010673.654732 + Penalty 2899.820611 = -1007773.834121 nChanged 3 SP:Iteration 27Q (8639.160914 sec): 3 clusters Score: Raw -1010674.027169 + Penalty 2899.820611 = -1007774.206557 nChanged 2 SP:Iteration 28Q (8639.183326 sec): 3 clusters Score: Raw -1010674.904711 + Penalty 2899.820611 = -1007775.084100 nChanged 3 SP:Iteration 29Q (8639.205719 sec): 3 clusters Score: Raw -1010675.327885 + Penalty 2899.820611 = -1007775.507274 nChanged 0 SP:Iteration 30F (8639.229582 sec): 3 clusters Score: Raw -1010675.327885 + Penalty 2899.820611 = -1007775.507274 nChanged 0 Trying to split cluster 26 (6317 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8639.249969 sec): 2 clusters Score: Raw -853137.201445 + Penalty 1422.037450 = -851715.163995 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8639.273720 sec): 3 clusters Score: Raw -849691.887271 + Penalty 2844.074900 = -846847.812372 nChanged 2684 SP:Iteration 1F (8639.296730 sec): 3 clusters Score: Raw -851161.861364 + Penalty 2844.074900 = -848317.786465 nChanged 468 SP:Iteration 2F (8639.319453 sec): 3 clusters Score: Raw -851440.280991 + Penalty 2844.074900 = -848596.206092 nChanged 352 SP:Iteration 3F (8639.342239 sec): 3 clusters Score: Raw -851624.015316 + Penalty 2844.074900 = -848779.940416 nChanged 278 SP:Iteration 4Q (8639.365313 sec): 3 clusters Score: Raw -851791.330336 + Penalty 2844.074900 = -848947.255437 nChanged 317 SP:Iteration 5F (8639.388119 sec): 3 clusters Score: Raw -851978.861757 + Penalty 2844.074900 = -849134.786857 nChanged 304 SP:Iteration 6Q (8639.410882 sec): 3 clusters Score: Raw -852169.708152 + Penalty 2844.074900 = -849325.633253 nChanged 291 SP:Iteration 7Q (8639.433891 sec): 3 clusters Score: Raw -852357.149299 + Penalty 2844.074900 = -849513.074399 nChanged 287 SP:Iteration 8Q (8639.456665 sec): 3 clusters Score: Raw -852558.379802 + Penalty 2844.074900 = -849714.304903 nChanged 285 SP:Iteration 9Q (8639.479557 sec): 3 clusters Score: Raw -852773.051502 + Penalty 2844.074900 = -849928.976603 nChanged 255 SP:Iteration 10Q (8639.502618 sec): 3 clusters Score: Raw -852967.568377 + Penalty 2844.074900 = -850123.493477 nChanged 184 SP:Iteration 11Q (8639.525158 sec): 3 clusters Score: Raw -853077.315483 + Penalty 2844.074900 = -850233.240584 nChanged 142 SP:Iteration 12Q (8639.547812 sec): 3 clusters Score: Raw -853158.648525 + Penalty 2844.074900 = -850314.573625 nChanged 112 SP:Iteration 13Q (8639.570359 sec): 3 clusters Score: Raw -853213.397369 + Penalty 2844.074900 = -850369.322469 nChanged 70 SP:Iteration 14Q (8639.593116 sec): 3 clusters Score: Raw -853241.442820 + Penalty 2844.074900 = -850397.367920 nChanged 57 SP:Iteration 15Q (8639.615842 sec): 3 clusters Score: Raw -853262.802779 + Penalty 2844.074900 = -850418.727880 nChanged 39 SP:Iteration 16Q (8639.638498 sec): 3 clusters Score: Raw -853276.140272 + Penalty 2844.074900 = -850432.065372 nChanged 41 SP:Iteration 17Q (8639.661026 sec): 3 clusters Score: Raw -853291.151943 + Penalty 2844.074900 = -850447.077043 nChanged 42 SP:Iteration 18Q (8639.683824 sec): 3 clusters Score: Raw -853304.220762 + Penalty 2844.074900 = -850460.145863 nChanged 37 SP:Iteration 19Q (8639.706176 sec): 3 clusters Score: Raw -853315.981865 + Penalty 2844.074900 = -850471.906966 nChanged 37 SP:Iteration 20F (8639.728918 sec): 3 clusters Score: Raw -853328.182643 + Penalty 2844.074900 = -850484.107743 nChanged 38 SP:Iteration 21Q (8639.751426 sec): 3 clusters Score: Raw -853341.102245 + Penalty 2844.074900 = -850497.027345 nChanged 41 SP:Iteration 22Q (8639.773867 sec): 3 clusters Score: Raw -853353.458867 + Penalty 2844.074900 = -850509.383967 nChanged 40 SP:Iteration 23Q (8639.796325 sec): 3 clusters Score: Raw -853367.414464 + Penalty 2844.074900 = -850523.339565 nChanged 37 SP:Iteration 24Q (8639.819021 sec): 3 clusters Score: Raw -853381.128450 + Penalty 2844.074900 = -850537.053550 nChanged 38 SP:Iteration 25Q (8639.841606 sec): 3 clusters Score: Raw -853392.033919 + Penalty 2844.074900 = -850547.959019 nChanged 26 SP:Iteration 26Q (8639.863827 sec): 3 clusters Score: Raw -853398.306883 + Penalty 2844.074900 = -850554.231984 nChanged 25 SP:Iteration 27Q (8639.886486 sec): 3 clusters Score: Raw -853405.726370 + Penalty 2844.074900 = -850561.651470 nChanged 22 SP:Iteration 28Q (8639.908856 sec): 3 clusters Score: Raw -853412.493167 + Penalty 2844.074900 = -850568.418268 nChanged 22 SP:Iteration 29Q (8639.931243 sec): 3 clusters Score: Raw -853420.363005 + Penalty 2844.074900 = -850576.288106 nChanged 30 SP:Iteration 30Q (8639.953425 sec): 3 clusters Score: Raw -853432.728389 + Penalty 2844.074900 = -850588.653489 nChanged 37 SP:Iteration 31Q (8639.975587 sec): 3 clusters Score: Raw -853446.620158 + Penalty 2844.074900 = -850602.545258 nChanged 40 SP:Iteration 32Q (8639.997786 sec): 3 clusters Score: Raw -853460.344101 + Penalty 2844.074900 = -850616.269201 nChanged 24 SP:Iteration 33Q (8640.053355 sec): 3 clusters Score: Raw -853467.799887 + Penalty 2844.074900 = -850623.724988 nChanged 22 SP:Iteration 34Q (8640.075297 sec): 3 clusters Score: Raw -853473.594011 + Penalty 2844.074900 = -850629.519111 nChanged 18 SP:Iteration 35Q (8640.097466 sec): 3 clusters Score: Raw -853477.927874 + Penalty 2844.074900 = -850633.852974 nChanged 14 SP:Iteration 36Q (8640.119577 sec): 3 clusters Score: Raw -853481.117960 + Penalty 2844.074900 = -850637.043060 nChanged 9 SP:Iteration 37Q (8640.141628 sec): 3 clusters Score: Raw -853483.261391 + Penalty 2844.074900 = -850639.186491 nChanged 7 SP:Iteration 38Q (8640.163807 sec): 3 clusters Score: Raw -853485.211275 + Penalty 2844.074900 = -850641.136375 nChanged 5 SP:Iteration 39Q (8640.185965 sec): 3 clusters Score: Raw -853486.389019 + Penalty 2844.074900 = -850642.314120 nChanged 5 SP:Iteration 40F (8640.209014 sec): 3 clusters Score: Raw -853487.103380 + Penalty 2844.074900 = -850643.028481 nChanged 4 SP:Iteration 41Q (8640.231315 sec): 3 clusters Score: Raw -853487.647963 + Penalty 2844.074900 = -850643.573063 nChanged 3 SP:Iteration 42Q (8640.253279 sec): 3 clusters Score: Raw -853488.257064 + Penalty 2844.074900 = -850644.182165 nChanged 6 SP:Iteration 43Q (8640.275403 sec): 3 clusters Score: Raw -853488.834869 + Penalty 2844.074900 = -850644.759970 nChanged 2 SP:Iteration 44Q (8640.297389 sec): 3 clusters Score: Raw -853489.175493 + Penalty 2844.074900 = -850645.100593 nChanged 5 SP:Iteration 45Q (8640.319567 sec): 3 clusters Score: Raw -853489.980875 + Penalty 2844.074900 = -850645.905975 nChanged 4 SP:Iteration 46Q (8640.341778 sec): 3 clusters Score: Raw -853490.519977 + Penalty 2844.074900 = -850646.445078 nChanged 5 SP:Iteration 47Q (8640.364065 sec): 3 clusters Score: Raw -853491.450383 + Penalty 2844.074900 = -850647.375484 nChanged 4 SP:Iteration 48Q (8640.386345 sec): 3 clusters Score: Raw -853492.075647 + Penalty 2844.074900 = -850648.000748 nChanged 2 SP:Iteration 49Q (8640.408277 sec): 3 clusters Score: Raw -853492.386878 + Penalty 2844.074900 = -850648.311979 nChanged 4 SP:Iteration 50Q (8640.430208 sec): 3 clusters Score: Raw -853492.883357 + Penalty 2844.074900 = -850648.808458 nChanged 3 SP:Iteration 51Q (8640.452445 sec): 3 clusters Score: Raw -853493.391196 + Penalty 2844.074900 = -850649.316297 nChanged 4 SP:Iteration 52Q (8640.474596 sec): 3 clusters Score: Raw -853494.705093 + Penalty 2844.074900 = -850650.630193 nChanged 5 SP:Iteration 53Q (8640.496483 sec): 3 clusters Score: Raw -853495.308624 + Penalty 2844.074900 = -850651.233724 nChanged 1 SP:Iteration 54Q (8640.518578 sec): 3 clusters Score: Raw -853495.446185 + Penalty 2844.074900 = -850651.371286 nChanged 0 SP:Iteration 55F (8640.541393 sec): 3 clusters Score: Raw -853495.446185 + Penalty 2844.074900 = -850651.371286 nChanged 0 Trying to split cluster 27 (7186 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8640.562499 sec): 2 clusters Score: Raw -930141.210803 + Penalty 1442.982120 = -928698.228684 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8640.586602 sec): 3 clusters Score: Raw -926317.204831 + Penalty 2885.964239 = -923431.240591 nChanged 2971 SP:Iteration 1F (8640.610001 sec): 3 clusters Score: Raw -927996.747298 + Penalty 2885.964239 = -925110.783059 nChanged 498 SP:Iteration 2F (8640.633518 sec): 3 clusters Score: Raw -928298.523249 + Penalty 2885.964239 = -925412.559009 nChanged 449 SP:Iteration 3F (8640.657056 sec): 3 clusters Score: Raw -928660.515013 + Penalty 2885.964239 = -925774.550773 nChanged 479 SP:Iteration 4F (8640.680505 sec): 3 clusters Score: Raw -929099.200727 + Penalty 2885.964239 = -926213.236488 nChanged 514 SP:Iteration 5F (8640.704017 sec): 3 clusters Score: Raw -929592.195566 + Penalty 2885.964239 = -926706.231327 nChanged 490 SP:Iteration 6F (8640.727713 sec): 3 clusters Score: Raw -930033.911790 + Penalty 2885.964239 = -927147.947551 nChanged 392 SP:Iteration 7F (8640.751328 sec): 3 clusters Score: Raw -930361.139669 + Penalty 2885.964239 = -927475.175429 nChanged 309 SP:Iteration 8Q (8640.774605 sec): 3 clusters Score: Raw -930590.673584 + Penalty 2885.964239 = -927704.709345 nChanged 218 SP:Iteration 9Q (8640.798012 sec): 3 clusters Score: Raw -930747.767537 + Penalty 2885.964239 = -927861.803297 nChanged 173 SP:Iteration 10Q (8640.821330 sec): 3 clusters Score: Raw -930854.748392 + Penalty 2885.964239 = -927968.784152 nChanged 118 SP:Iteration 11Q (8640.844528 sec): 3 clusters Score: Raw -930929.797864 + Penalty 2885.964239 = -928043.833624 nChanged 104 SP:Iteration 12Q (8640.867632 sec): 3 clusters Score: Raw -930984.499140 + Penalty 2885.964239 = -928098.534900 nChanged 67 SP:Iteration 13Q (8640.890902 sec): 3 clusters Score: Raw -931018.020551 + Penalty 2885.964239 = -928132.056311 nChanged 58 SP:Iteration 14Q (8640.914112 sec): 3 clusters Score: Raw -931052.650384 + Penalty 2885.964239 = -928166.686144 nChanged 43 SP:Iteration 15Q (8640.937064 sec): 3 clusters Score: Raw -931079.051367 + Penalty 2885.964239 = -928193.087127 nChanged 38 SP:Iteration 16Q (8640.960068 sec): 3 clusters Score: Raw -931099.116556 + Penalty 2885.964239 = -928213.152317 nChanged 38 SP:Iteration 17Q (8640.983106 sec): 3 clusters Score: Raw -931111.956684 + Penalty 2885.964239 = -928225.992445 nChanged 24 SP:Iteration 18Q (8641.006248 sec): 3 clusters Score: Raw -931118.320932 + Penalty 2885.964239 = -928232.356692 nChanged 18 SP:Iteration 19Q (8641.029403 sec): 3 clusters Score: Raw -931121.957097 + Penalty 2885.964239 = -928235.992858 nChanged 9 SP:Iteration 20F (8641.053001 sec): 3 clusters Score: Raw -931124.425855 + Penalty 2885.964239 = -928238.461616 nChanged 12 SP:Iteration 21Q (8641.076009 sec): 3 clusters Score: Raw -931127.116331 + Penalty 2885.964239 = -928241.152091 nChanged 8 SP:Iteration 22Q (8641.099003 sec): 3 clusters Score: Raw -931128.717599 + Penalty 2885.964239 = -928242.753360 nChanged 3 SP:Iteration 23Q (8641.121873 sec): 3 clusters Score: Raw -931129.615152 + Penalty 2885.964239 = -928243.650913 nChanged 4 SP:Iteration 24Q (8641.144843 sec): 3 clusters Score: Raw -931130.785312 + Penalty 2885.964239 = -928244.821073 nChanged 4 SP:Iteration 25Q (8641.168012 sec): 3 clusters Score: Raw -931131.342291 + Penalty 2885.964239 = -928245.378051 nChanged 4 SP:Iteration 26Q (8641.191227 sec): 3 clusters Score: Raw -931132.213275 + Penalty 2885.964239 = -928246.249036 nChanged 2 SP:Iteration 27Q (8641.214324 sec): 3 clusters Score: Raw -931132.518636 + Penalty 2885.964239 = -928246.554396 nChanged 0 SP:Iteration 28F (8641.237697 sec): 3 clusters Score: Raw -931132.518636 + Penalty 2885.964239 = -928246.554396 nChanged 0 Trying to split cluster 28 (4717 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8641.256180 sec): 2 clusters Score: Raw -638830.818484 + Penalty 1374.575846 = -637456.242638 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8641.277291 sec): 3 clusters Score: Raw -636380.925379 + Penalty 2749.151692 = -633631.773687 nChanged 1931 SP:Iteration 1F (8641.298033 sec): 3 clusters Score: Raw -637455.614061 + Penalty 2749.151692 = -634706.462369 nChanged 334 SP:Iteration 2F (8641.318416 sec): 3 clusters Score: Raw -637629.167189 + Penalty 2749.151692 = -634880.015497 nChanged 261 SP:Iteration 3F (8641.338895 sec): 3 clusters Score: Raw -637765.816283 + Penalty 2749.151692 = -635016.664591 nChanged 176 SP:Iteration 4Q (8641.359586 sec): 3 clusters Score: Raw -637870.364562 + Penalty 2749.151692 = -635121.212870 nChanged 149 SP:Iteration 5Q (8641.380480 sec): 3 clusters Score: Raw -637957.511808 + Penalty 2749.151692 = -635208.360116 nChanged 141 SP:Iteration 6Q (8641.401100 sec): 3 clusters Score: Raw -638050.718702 + Penalty 2749.151692 = -635301.567010 nChanged 154 SP:Iteration 7Q (8641.421835 sec): 3 clusters Score: Raw -638166.164834 + Penalty 2749.151692 = -635417.013142 nChanged 167 SP:Iteration 8Q (8641.442037 sec): 3 clusters Score: Raw -638287.784080 + Penalty 2749.151692 = -635538.632388 nChanged 198 SP:Iteration 9Q (8641.462596 sec): 3 clusters Score: Raw -638416.961829 + Penalty 2749.151692 = -635667.810137 nChanged 163 SP:Iteration 10Q (8641.483057 sec): 3 clusters Score: Raw -638530.239211 + Penalty 2749.151692 = -635781.087519 nChanged 160 SP:Iteration 11Q (8641.503626 sec): 3 clusters Score: Raw -638638.970889 + Penalty 2749.151692 = -635889.819197 nChanged 152 SP:Iteration 12Q (8641.523958 sec): 3 clusters Score: Raw -638737.659009 + Penalty 2749.151692 = -635988.507317 nChanged 129 SP:Iteration 13Q (8641.544117 sec): 3 clusters Score: Raw -638818.146588 + Penalty 2749.151692 = -636068.994896 nChanged 108 SP:Iteration 14Q (8641.564409 sec): 3 clusters Score: Raw -638860.168904 + Penalty 2749.151692 = -636111.017212 nChanged 56 SP:Iteration 15Q (8641.584726 sec): 3 clusters Score: Raw -638879.382830 + Penalty 2749.151692 = -636130.231138 nChanged 44 SP:Iteration 16Q (8641.604973 sec): 3 clusters Score: Raw -638893.964620 + Penalty 2749.151692 = -636144.812928 nChanged 37 SP:Iteration 17Q (8641.625071 sec): 3 clusters Score: Raw -638904.686071 + Penalty 2749.151692 = -636155.534379 nChanged 29 SP:Iteration 18Q (8641.645111 sec): 3 clusters Score: Raw -638911.347177 + Penalty 2749.151692 = -636162.195485 nChanged 16 SP:Iteration 19Q (8641.665345 sec): 3 clusters Score: Raw -638913.937186 + Penalty 2749.151692 = -636164.785494 nChanged 6 SP:Iteration 20F (8641.685746 sec): 3 clusters Score: Raw -638915.545800 + Penalty 2749.151692 = -636166.394108 nChanged 5 SP:Iteration 21Q (8641.705873 sec): 3 clusters Score: Raw -638916.297517 + Penalty 2749.151692 = -636167.145825 nChanged 7 SP:Iteration 22Q (8641.726024 sec): 3 clusters Score: Raw -638918.314910 + Penalty 2749.151692 = -636169.163218 nChanged 6 SP:Iteration 23Q (8641.746387 sec): 3 clusters Score: Raw -638919.512131 + Penalty 2749.151692 = -636170.360439 nChanged 6 SP:Iteration 24Q (8641.766395 sec): 3 clusters Score: Raw -638920.747568 + Penalty 2749.151692 = -636171.595876 nChanged 3 SP:Iteration 25Q (8641.786599 sec): 3 clusters Score: Raw -638921.311596 + Penalty 2749.151692 = -636172.159904 nChanged 2 SP:Iteration 26Q (8641.806768 sec): 3 clusters Score: Raw -638921.740564 + Penalty 2749.151692 = -636172.588872 nChanged 2 SP:Iteration 27Q (8641.826925 sec): 3 clusters Score: Raw -638922.031761 + Penalty 2749.151692 = -636172.880069 nChanged 1 SP:Iteration 28Q (8641.846972 sec): 3 clusters Score: Raw -638922.400909 + Penalty 2749.151692 = -636173.249217 nChanged 3 SP:Iteration 29Q (8641.867191 sec): 3 clusters Score: Raw -638923.085898 + Penalty 2749.151692 = -636173.934206 nChanged 6 SP:Iteration 30Q (8641.887554 sec): 3 clusters Score: Raw -638925.218594 + Penalty 2749.151692 = -636176.066902 nChanged 7 SP:Iteration 31Q (8641.907567 sec): 3 clusters Score: Raw -638926.964508 + Penalty 2749.151692 = -636177.812816 nChanged 9 SP:Iteration 32Q (8641.927588 sec): 3 clusters Score: Raw -638928.694330 + Penalty 2749.151692 = -636179.542638 nChanged 7 SP:Iteration 33Q (8641.947804 sec): 3 clusters Score: Raw -638929.722081 + Penalty 2749.151692 = -636180.570389 nChanged 2 SP:Iteration 34Q (8641.967948 sec): 3 clusters Score: Raw -638930.176364 + Penalty 2749.151692 = -636181.024672 nChanged 0 SP:Iteration 35F (8641.988559 sec): 3 clusters Score: Raw -638930.176364 + Penalty 2749.151692 = -636181.024672 nChanged 0 Trying to split cluster 29 (938 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8642.003021 sec): 2 clusters Score: Raw -118458.022178 + Penalty 1112.109367 = -117345.912811 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8642.008429 sec): 3 clusters Score: Raw -118177.176200 + Penalty 2224.218733 = -115952.957466 nChanged 278 SP:Iteration 1F (8642.013497 sec): 3 clusters Score: Raw -118461.090204 + Penalty 2224.218733 = -116236.871470 nChanged 84 SP:Iteration 2F (8642.018544 sec): 3 clusters Score: Raw -118592.723919 + Penalty 2224.218733 = -116368.505186 nChanged 67 SP:Iteration 3F (8642.023571 sec): 3 clusters Score: Raw -118738.993865 + Penalty 2224.218733 = -116514.775131 nChanged 67 SP:Iteration 4F (8642.028594 sec): 3 clusters Score: Raw -118847.200779 + Penalty 2224.218733 = -116622.982045 nChanged 60 SP:Iteration 5F (8642.033565 sec): 3 clusters Score: Raw -118947.986927 + Penalty 2224.218733 = -116723.768194 nChanged 31 SP:Iteration 6Q (8642.038561 sec): 3 clusters Score: Raw -118986.240080 + Penalty 2224.218733 = -116762.021346 nChanged 14 SP:Iteration 7Q (8642.043527 sec): 3 clusters Score: Raw -119012.822275 + Penalty 2224.218733 = -116788.603541 nChanged 15 SP:Iteration 8Q (8642.048477 sec): 3 clusters Score: Raw -119032.988196 + Penalty 2224.218733 = -116808.769463 nChanged 4 SP:Iteration 9Q (8642.053409 sec): 3 clusters Score: Raw -119037.183050 + Penalty 2224.218733 = -116812.964316 nChanged 3 SP:Iteration 10Q (8642.058326 sec): 3 clusters Score: Raw -119044.897914 + Penalty 2224.218733 = -116820.679181 nChanged 4 SP:Iteration 11Q (8642.063249 sec): 3 clusters Score: Raw -119052.402639 + Penalty 2224.218733 = -116828.183905 nChanged 2 SP:Iteration 12Q (8642.068196 sec): 3 clusters Score: Raw -119053.391081 + Penalty 2224.218733 = -116829.172347 nChanged 0 SP:Iteration 13F (8642.073200 sec): 3 clusters Score: Raw -119054.363018 + Penalty 2224.218733 = -116830.144285 nChanged 1 SP:Iteration 14Q (8642.078126 sec): 3 clusters Score: Raw -119058.122403 + Penalty 2224.218733 = -116833.903670 nChanged 0 SP:Iteration 15F (8642.083078 sec): 3 clusters Score: Raw -119058.122403 + Penalty 2224.218733 = -116833.903670 nChanged 0 Trying to split cluster 30 (12222 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8642.110129 sec): 2 clusters Score: Raw -1647433.975023 + Penalty 1529.286344 = -1645904.688679 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8642.141578 sec): 3 clusters Score: Raw -1640403.674287 + Penalty 3058.572688 = -1637345.101599 nChanged 5412 SP:Iteration 1F (8642.171921 sec): 3 clusters Score: Raw -1643359.326627 + Penalty 3058.572688 = -1640300.753939 nChanged 760 SP:Iteration 2F (8642.202138 sec): 3 clusters Score: Raw -1643717.944050 + Penalty 3058.572688 = -1640659.371362 nChanged 679 SP:Iteration 3F (8642.232400 sec): 3 clusters Score: Raw -1644052.579320 + Penalty 3058.572688 = -1640994.006632 nChanged 651 SP:Iteration 4F (8642.262776 sec): 3 clusters Score: Raw -1644426.996921 + Penalty 3058.572688 = -1641368.424233 nChanged 703 SP:Iteration 5F (8642.293345 sec): 3 clusters Score: Raw -1644876.558981 + Penalty 3058.572688 = -1641817.986293 nChanged 748 SP:Iteration 6F (8642.323575 sec): 3 clusters Score: Raw -1645442.848656 + Penalty 3058.572688 = -1642384.275968 nChanged 745 SP:Iteration 7F (8642.354030 sec): 3 clusters Score: Raw -1646051.481754 + Penalty 3058.572688 = -1642992.909067 nChanged 660 SP:Iteration 8F (8642.384317 sec): 3 clusters Score: Raw -1646583.111479 + Penalty 3058.572688 = -1643524.538791 nChanged 536 SP:Iteration 9Q (8642.414595 sec): 3 clusters Score: Raw -1646964.679458 + Penalty 3058.572688 = -1643906.106770 nChanged 346 SP:Iteration 10Q (8642.444602 sec): 3 clusters Score: Raw -1647192.190085 + Penalty 3058.572688 = -1644133.617397 nChanged 269 SP:Iteration 11Q (8642.474127 sec): 3 clusters Score: Raw -1647343.747083 + Penalty 3058.572688 = -1644285.174396 nChanged 182 SP:Iteration 12Q (8642.503581 sec): 3 clusters Score: Raw -1647443.895890 + Penalty 3058.572688 = -1644385.323202 nChanged 137 SP:Iteration 13Q (8642.532559 sec): 3 clusters Score: Raw -1647510.706839 + Penalty 3058.572688 = -1644452.134151 nChanged 102 SP:Iteration 14Q (8642.561496 sec): 3 clusters Score: Raw -1647554.997302 + Penalty 3058.572688 = -1644496.424614 nChanged 86 SP:Iteration 15Q (8642.590232 sec): 3 clusters Score: Raw -1647589.325783 + Penalty 3058.572688 = -1644530.753095 nChanged 82 SP:Iteration 16Q (8642.618820 sec): 3 clusters Score: Raw -1647619.179110 + Penalty 3058.572688 = -1644560.606422 nChanged 78 SP:Iteration 17Q (8642.647586 sec): 3 clusters Score: Raw -1647647.704347 + Penalty 3058.572688 = -1644589.131659 nChanged 66 SP:Iteration 18Q (8642.676234 sec): 3 clusters Score: Raw -1647664.737624 + Penalty 3058.572688 = -1644606.164936 nChanged 53 SP:Iteration 19Q (8642.704767 sec): 3 clusters Score: Raw -1647680.190173 + Penalty 3058.572688 = -1644621.617486 nChanged 50 SP:Iteration 20F (8642.735267 sec): 3 clusters Score: Raw -1647692.655911 + Penalty 3058.572688 = -1644634.083223 nChanged 34 SP:Iteration 21Q (8642.763775 sec): 3 clusters Score: Raw -1647698.913795 + Penalty 3058.572688 = -1644640.341107 nChanged 30 SP:Iteration 22Q (8642.792165 sec): 3 clusters Score: Raw -1647704.321677 + Penalty 3058.572688 = -1644645.748989 nChanged 39 SP:Iteration 23Q (8642.820437 sec): 3 clusters Score: Raw -1647710.806430 + Penalty 3058.572688 = -1644652.233742 nChanged 22 SP:Iteration 24Q (8642.848854 sec): 3 clusters Score: Raw -1647714.461580 + Penalty 3058.572688 = -1644655.888892 nChanged 20 SP:Iteration 25Q (8642.877065 sec): 3 clusters Score: Raw -1647717.650625 + Penalty 3058.572688 = -1644659.077937 nChanged 23 SP:Iteration 26Q (8642.905210 sec): 3 clusters Score: Raw -1647722.311535 + Penalty 3058.572688 = -1644663.738847 nChanged 30 SP:Iteration 27Q (8642.933459 sec): 3 clusters Score: Raw -1647728.455643 + Penalty 3058.572688 = -1644669.882955 nChanged 27 SP:Iteration 28Q (8642.961584 sec): 3 clusters Score: Raw -1647734.593136 + Penalty 3058.572688 = -1644676.020448 nChanged 30 SP:Iteration 29Q (8642.989781 sec): 3 clusters Score: Raw -1647741.742802 + Penalty 3058.572688 = -1644683.170114 nChanged 26 SP:Iteration 30Q (8643.017802 sec): 3 clusters Score: Raw -1647747.808499 + Penalty 3058.572688 = -1644689.235811 nChanged 29 SP:Iteration 31Q (8643.045898 sec): 3 clusters Score: Raw -1647754.576487 + Penalty 3058.572688 = -1644696.003800 nChanged 31 SP:Iteration 32Q (8643.073942 sec): 3 clusters Score: Raw -1647761.602472 + Penalty 3058.572688 = -1644703.029784 nChanged 24 SP:Iteration 33Q (8643.101873 sec): 3 clusters Score: Raw -1647768.383370 + Penalty 3058.572688 = -1644709.810683 nChanged 29 SP:Iteration 34Q (8643.130069 sec): 3 clusters Score: Raw -1647775.440630 + Penalty 3058.572688 = -1644716.867942 nChanged 23 SP:Iteration 35Q (8643.157971 sec): 3 clusters Score: Raw -1647781.341382 + Penalty 3058.572688 = -1644722.768694 nChanged 32 SP:Iteration 36Q (8643.185780 sec): 3 clusters Score: Raw -1647790.390914 + Penalty 3058.572688 = -1644731.818226 nChanged 23 SP:Iteration 37Q (8643.213802 sec): 3 clusters Score: Raw -1647795.657626 + Penalty 3058.572688 = -1644737.084938 nChanged 20 SP:Iteration 38Q (8643.241565 sec): 3 clusters Score: Raw -1647800.417631 + Penalty 3058.572688 = -1644741.844944 nChanged 26 SP:Iteration 39Q (8643.269515 sec): 3 clusters Score: Raw -1647806.594932 + Penalty 3058.572688 = -1644748.022244 nChanged 26 SP:Iteration 40F (8643.299846 sec): 3 clusters Score: Raw -1647812.518870 + Penalty 3058.572688 = -1644753.946182 nChanged 32 SP:Iteration 41Q (8643.327614 sec): 3 clusters Score: Raw -1647820.030192 + Penalty 3058.572688 = -1644761.457504 nChanged 20 SP:Iteration 42Q (8643.355535 sec): 3 clusters Score: Raw -1647823.524197 + Penalty 3058.572688 = -1644764.951509 nChanged 14 SP:Iteration 43Q (8643.383489 sec): 3 clusters Score: Raw -1647825.351536 + Penalty 3058.572688 = -1644766.778848 nChanged 8 SP:Iteration 44Q (8643.411096 sec): 3 clusters Score: Raw -1647826.587675 + Penalty 3058.572688 = -1644768.014987 nChanged 11 SP:Iteration 45Q (8643.438921 sec): 3 clusters Score: Raw -1647829.092234 + Penalty 3058.572688 = -1644770.519546 nChanged 9 SP:Iteration 46Q (8643.466545 sec): 3 clusters Score: Raw -1647830.514624 + Penalty 3058.572688 = -1644771.941936 nChanged 6 SP:Iteration 47Q (8643.494166 sec): 3 clusters Score: Raw -1647831.352280 + Penalty 3058.572688 = -1644772.779593 nChanged 7 SP:Iteration 48Q (8643.521995 sec): 3 clusters Score: Raw -1647832.097185 + Penalty 3058.572688 = -1644773.524497 nChanged 6 SP:Iteration 49Q (8643.549572 sec): 3 clusters Score: Raw -1647833.013155 + Penalty 3058.572688 = -1644774.440467 nChanged 6 SP:Iteration 50Q (8643.577480 sec): 3 clusters Score: Raw -1647834.157971 + Penalty 3058.572688 = -1644775.585283 nChanged 3 SP:Iteration 51Q (8643.605179 sec): 3 clusters Score: Raw -1647834.628302 + Penalty 3058.572688 = -1644776.055614 nChanged 4 SP:Iteration 52Q (8643.632858 sec): 3 clusters Score: Raw -1647835.121650 + Penalty 3058.572688 = -1644776.548962 nChanged 5 SP:Iteration 53Q (8643.660708 sec): 3 clusters Score: Raw -1647835.914303 + Penalty 3058.572688 = -1644777.341616 nChanged 3 SP:Iteration 54Q (8643.688489 sec): 3 clusters Score: Raw -1647836.236289 + Penalty 3058.572688 = -1644777.663601 nChanged 3 SP:Iteration 55Q (8643.716096 sec): 3 clusters Score: Raw -1647836.832679 + Penalty 3058.572688 = -1644778.259991 nChanged 1 SP:Iteration 56Q (8643.743818 sec): 3 clusters Score: Raw -1647836.940184 + Penalty 3058.572688 = -1644778.367496 nChanged 1 SP:Iteration 57Q (8643.771518 sec): 3 clusters Score: Raw -1647837.081369 + Penalty 3058.572688 = -1644778.508682 nChanged 2 SP:Iteration 58Q (8643.799222 sec): 3 clusters Score: Raw -1647837.496737 + Penalty 3058.572688 = -1644778.924049 nChanged 3 SP:Iteration 59Q (8643.826972 sec): 3 clusters Score: Raw -1647838.042356 + Penalty 3058.572688 = -1644779.469668 nChanged 2 SP:Iteration 60F (8643.857601 sec): 3 clusters Score: Raw -1647838.570720 + Penalty 3058.572688 = -1644779.998032 nChanged 1 SP:Iteration 61Q (8643.885303 sec): 3 clusters Score: Raw -1647838.752985 + Penalty 3058.572688 = -1644780.180297 nChanged 0 SP:Iteration 62F (8643.915885 sec): 3 clusters Score: Raw -1647838.752985 + Penalty 3058.572688 = -1644780.180297 nChanged 0 Trying to split cluster 31 (15541 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8643.945304 sec): 2 clusters Score: Raw -2070027.612884 + Penalty 1568.326008 = -2068459.286876 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8643.982121 sec): 3 clusters Score: Raw -2060812.021349 + Penalty 3136.652016 = -2057675.369334 nChanged 6927 SP:Iteration 1F (8644.017310 sec): 3 clusters Score: Raw -2064786.685607 + Penalty 3136.652016 = -2061650.033591 nChanged 987 SP:Iteration 2F (8644.052521 sec): 3 clusters Score: Raw -2065402.798394 + Penalty 3136.652016 = -2062266.146378 nChanged 1030 SP:Iteration 3F (8644.088147 sec): 3 clusters Score: Raw -2066257.159231 + Penalty 3136.652016 = -2063120.507215 nChanged 1234 SP:Iteration 4F (8644.123285 sec): 3 clusters Score: Raw -2067419.779433 + Penalty 3136.652016 = -2064283.127417 nChanged 1345 SP:Iteration 5F (8644.158434 sec): 3 clusters Score: Raw -2068605.882795 + Penalty 3136.652016 = -2065469.230779 nChanged 1208 SP:Iteration 6F (8644.193572 sec): 3 clusters Score: Raw -2069546.095642 + Penalty 3136.652016 = -2066409.443626 nChanged 866 SP:Iteration 7F (8644.228679 sec): 3 clusters Score: Raw -2070097.044071 + Penalty 3136.652016 = -2066960.392055 nChanged 572 SP:Iteration 8Q (8644.263937 sec): 3 clusters Score: Raw -2070415.519804 + Penalty 3136.652016 = -2067278.867788 nChanged 401 SP:Iteration 9Q (8644.299501 sec): 3 clusters Score: Raw -2070599.492523 + Penalty 3136.652016 = -2067462.840507 nChanged 272 SP:Iteration 10Q (8644.334569 sec): 3 clusters Score: Raw -2070731.102568 + Penalty 3136.652016 = -2067594.450552 nChanged 257 SP:Iteration 11Q (8644.369608 sec): 3 clusters Score: Raw -2070839.264639 + Penalty 3136.652016 = -2067702.612623 nChanged 216 SP:Iteration 12Q (8644.404654 sec): 3 clusters Score: Raw -2070912.344464 + Penalty 3136.652016 = -2067775.692448 nChanged 165 SP:Iteration 13Q (8644.439434 sec): 3 clusters Score: Raw -2070969.921514 + Penalty 3136.652016 = -2067833.269498 nChanged 131 SP:Iteration 14Q (8644.474617 sec): 3 clusters Score: Raw -2071014.762583 + Penalty 3136.652016 = -2067878.110567 nChanged 130 SP:Iteration 15Q (8644.509398 sec): 3 clusters Score: Raw -2071055.469109 + Penalty 3136.652016 = -2067918.817093 nChanged 103 SP:Iteration 16Q (8644.544378 sec): 3 clusters Score: Raw -2071083.046593 + Penalty 3136.652016 = -2067946.394577 nChanged 95 SP:Iteration 17Q (8644.579063 sec): 3 clusters Score: Raw -2071109.366047 + Penalty 3136.652016 = -2067972.714031 nChanged 109 SP:Iteration 18Q (8644.613554 sec): 3 clusters Score: Raw -2071139.338761 + Penalty 3136.652016 = -2068002.686745 nChanged 87 SP:Iteration 19Q (8644.647842 sec): 3 clusters Score: Raw -2071160.514083 + Penalty 3136.652016 = -2068023.862067 nChanged 72 SP:Iteration 20F (8644.683072 sec): 3 clusters Score: Raw -2071178.343569 + Penalty 3136.652016 = -2068041.691554 nChanged 72 SP:Iteration 21Q (8644.716942 sec): 3 clusters Score: Raw -2071197.343336 + Penalty 3136.652016 = -2068060.691320 nChanged 81 SP:Iteration 22Q (8644.783032 sec): 3 clusters Score: Raw -2071216.434579 + Penalty 3136.652016 = -2068079.782564 nChanged 73 SP:Iteration 23Q (8644.848072 sec): 3 clusters Score: Raw -2071234.472532 + Penalty 3136.652016 = -2068097.820517 nChanged 69 SP:Iteration 24Q (8644.881756 sec): 3 clusters Score: Raw -2071251.385204 + Penalty 3136.652016 = -2068114.733188 nChanged 63 SP:Iteration 25Q (8644.915448 sec): 3 clusters Score: Raw -2071266.012478 + Penalty 3136.652016 = -2068129.360462 nChanged 57 SP:Iteration 26Q (8644.948918 sec): 3 clusters Score: Raw -2071279.793507 + Penalty 3136.652016 = -2068143.141491 nChanged 58 SP:Iteration 27Q (8644.982211 sec): 3 clusters Score: Raw -2071295.536306 + Penalty 3136.652016 = -2068158.884290 nChanged 59 SP:Iteration 28Q (8645.015715 sec): 3 clusters Score: Raw -2071308.875489 + Penalty 3136.652016 = -2068172.223473 nChanged 57 SP:Iteration 29Q (8645.048873 sec): 3 clusters Score: Raw -2071321.620205 + Penalty 3136.652016 = -2068184.968189 nChanged 51 SP:Iteration 30Q (8645.081806 sec): 3 clusters Score: Raw -2071333.667534 + Penalty 3136.652016 = -2068197.015518 nChanged 43 SP:Iteration 31Q (8645.114569 sec): 3 clusters Score: Raw -2071343.237826 + Penalty 3136.652016 = -2068206.585810 nChanged 27 SP:Iteration 32Q (8645.147459 sec): 3 clusters Score: Raw -2071349.112480 + Penalty 3136.652016 = -2068212.460464 nChanged 19 SP:Iteration 33Q (8645.180698 sec): 3 clusters Score: Raw -2071352.801666 + Penalty 3136.652016 = -2068216.149650 nChanged 21 SP:Iteration 34Q (8645.213532 sec): 3 clusters Score: Raw -2071357.219022 + Penalty 3136.652016 = -2068220.567006 nChanged 22 SP:Iteration 35Q (8645.246349 sec): 3 clusters Score: Raw -2071360.922070 + Penalty 3136.652016 = -2068224.270054 nChanged 11 SP:Iteration 36Q (8645.278949 sec): 3 clusters Score: Raw -2071363.465303 + Penalty 3136.652016 = -2068226.813288 nChanged 15 SP:Iteration 37Q (8645.311389 sec): 3 clusters Score: Raw -2071366.035705 + Penalty 3136.652016 = -2068229.383689 nChanged 13 SP:Iteration 38Q (8645.343893 sec): 3 clusters Score: Raw -2071368.968335 + Penalty 3136.652016 = -2068232.316319 nChanged 11 SP:Iteration 39Q (8645.376338 sec): 3 clusters Score: Raw -2071370.608487 + Penalty 3136.652016 = -2068233.956471 nChanged 10 SP:Iteration 40F (8645.411906 sec): 3 clusters Score: Raw -2071372.136687 + Penalty 3136.652016 = -2068235.484671 nChanged 10 SP:Iteration 41Q (8645.444558 sec): 3 clusters Score: Raw -2071373.667924 + Penalty 3136.652016 = -2068237.015908 nChanged 9 SP:Iteration 42Q (8645.477031 sec): 3 clusters Score: Raw -2071374.932735 + Penalty 3136.652016 = -2068238.280719 nChanged 7 SP:Iteration 43Q (8645.539237 sec): 3 clusters Score: Raw -2071375.705784 + Penalty 3136.652016 = -2068239.053768 nChanged 8 SP:Iteration 44Q (8645.571738 sec): 3 clusters Score: Raw -2071376.556017 + Penalty 3136.652016 = -2068239.904001 nChanged 3 SP:Iteration 45Q (8645.604254 sec): 3 clusters Score: Raw -2071376.856227 + Penalty 3136.652016 = -2068240.204211 nChanged 1 SP:Iteration 46Q (8645.636679 sec): 3 clusters Score: Raw -2071376.967188 + Penalty 3136.652016 = -2068240.315172 nChanged 3 SP:Iteration 47Q (8645.669132 sec): 3 clusters Score: Raw -2071377.295179 + Penalty 3136.652016 = -2068240.643163 nChanged 1 SP:Iteration 48Q (8645.701601 sec): 3 clusters Score: Raw -2071377.393465 + Penalty 3136.652016 = -2068240.741450 nChanged 1 SP:Iteration 49Q (8645.734072 sec): 3 clusters Score: Raw -2071377.558770 + Penalty 3136.652016 = -2068240.906754 nChanged 2 SP:Iteration 50Q (8645.766496 sec): 3 clusters Score: Raw -2071377.740406 + Penalty 3136.652016 = -2068241.088391 nChanged 3 SP:Iteration 51Q (8645.798944 sec): 3 clusters Score: Raw -2071378.062464 + Penalty 3136.652016 = -2068241.410448 nChanged 3 SP:Iteration 52Q (8645.831326 sec): 3 clusters Score: Raw -2071378.499951 + Penalty 3136.652016 = -2068241.847935 nChanged 2 SP:Iteration 53Q (8645.863803 sec): 3 clusters Score: Raw -2071378.732926 + Penalty 3136.652016 = -2068242.080910 nChanged 3 SP:Iteration 54Q (8645.896310 sec): 3 clusters Score: Raw -2071379.193172 + Penalty 3136.652016 = -2068242.541156 nChanged 1 SP:Iteration 55Q (8645.928686 sec): 3 clusters Score: Raw -2071379.310409 + Penalty 3136.652016 = -2068242.658393 nChanged 3 SP:Iteration 56Q (8645.961125 sec): 3 clusters Score: Raw -2071379.583040 + Penalty 3136.652016 = -2068242.931024 nChanged 3 SP:Iteration 57Q (8645.993656 sec): 3 clusters Score: Raw -2071379.741834 + Penalty 3136.652016 = -2068243.089818 nChanged 6 SP:Iteration 58Q (8646.026091 sec): 3 clusters Score: Raw -2071380.264688 + Penalty 3136.652016 = -2068243.612672 nChanged 4 SP:Iteration 59Q (8646.058664 sec): 3 clusters Score: Raw -2071380.693767 + Penalty 3136.652016 = -2068244.041751 nChanged 5 SP:Iteration 60F (8646.093777 sec): 3 clusters Score: Raw -2071381.137032 + Penalty 3136.652016 = -2068244.485017 nChanged 4 SP:Iteration 61Q (8646.126341 sec): 3 clusters Score: Raw -2071381.666765 + Penalty 3136.652016 = -2068245.014749 nChanged 5 SP:Iteration 62Q (8646.158966 sec): 3 clusters Score: Raw -2071382.498864 + Penalty 3136.652016 = -2068245.846849 nChanged 6 SP:Iteration 63Q (8646.191459 sec): 3 clusters Score: Raw -2071383.490690 + Penalty 3136.652016 = -2068246.838674 nChanged 7 SP:Iteration 64Q (8646.223784 sec): 3 clusters Score: Raw -2071384.506244 + Penalty 3136.652016 = -2068247.854228 nChanged 11 SP:Iteration 65Q (8646.256140 sec): 3 clusters Score: Raw -2071386.389597 + Penalty 3136.652016 = -2068249.737581 nChanged 8 SP:Iteration 66Q (8646.288533 sec): 3 clusters Score: Raw -2071387.791971 + Penalty 3136.652016 = -2068251.139956 nChanged 5 SP:Iteration 67Q (8646.320864 sec): 3 clusters Score: Raw -2071388.550862 + Penalty 3136.652016 = -2068251.898846 nChanged 4 SP:Iteration 68Q (8646.353197 sec): 3 clusters Score: Raw -2071389.062273 + Penalty 3136.652016 = -2068252.410257 nChanged 6 SP:Iteration 69Q (8646.385583 sec): 3 clusters Score: Raw -2071389.752580 + Penalty 3136.652016 = -2068253.100565 nChanged 7 SP:Iteration 70Q (8646.418094 sec): 3 clusters Score: Raw -2071390.682575 + Penalty 3136.652016 = -2068254.030560 nChanged 6 SP:Iteration 71Q (8646.450447 sec): 3 clusters Score: Raw -2071391.336265 + Penalty 3136.652016 = -2068254.684249 nChanged 6 SP:Iteration 72Q (8646.482862 sec): 3 clusters Score: Raw -2071392.023167 + Penalty 3136.652016 = -2068255.371152 nChanged 5 SP:Iteration 73Q (8646.515195 sec): 3 clusters Score: Raw -2071392.750349 + Penalty 3136.652016 = -2068256.098333 nChanged 5 SP:Iteration 74Q (8646.547421 sec): 3 clusters Score: Raw -2071393.475725 + Penalty 3136.652016 = -2068256.823709 nChanged 5 SP:Iteration 75Q (8646.579695 sec): 3 clusters Score: Raw -2071393.875346 + Penalty 3136.652016 = -2068257.223330 nChanged 4 SP:Iteration 76Q (8646.612068 sec): 3 clusters Score: Raw -2071394.313531 + Penalty 3136.652016 = -2068257.661515 nChanged 7 SP:Iteration 77Q (8646.644321 sec): 3 clusters Score: Raw -2071395.037585 + Penalty 3136.652016 = -2068258.385570 nChanged 5 SP:Iteration 78Q (8646.676637 sec): 3 clusters Score: Raw -2071395.721135 + Penalty 3136.652016 = -2068259.069119 nChanged 3 SP:Iteration 79Q (8646.709009 sec): 3 clusters Score: Raw -2071395.904555 + Penalty 3136.652016 = -2068259.252539 nChanged 2 SP:Iteration 80F (8646.744043 sec): 3 clusters Score: Raw -2071395.998115 + Penalty 3136.652016 = -2068259.346100 nChanged 2 SP:Iteration 81Q (8646.776548 sec): 3 clusters Score: Raw -2071396.238435 + Penalty 3136.652016 = -2068259.586419 nChanged 2 SP:Iteration 82Q (8646.808869 sec): 3 clusters Score: Raw -2071396.386342 + Penalty 3136.652016 = -2068259.734326 nChanged 0 SP:Iteration 83F (8646.844082 sec): 3 clusters Score: Raw -2071396.386342 + Penalty 3136.652016 = -2068259.734326 nChanged 0 Trying to split cluster 32 (16797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8646.877309 sec): 2 clusters Score: Raw -1994276.796281 + Penalty 1580.955281 = -1992695.841000 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8646.919483 sec): 3 clusters Score: Raw -1984353.653173 + Penalty 3161.910563 = -1981191.742611 nChanged 7443 SP:Iteration 1F (8646.959860 sec): 3 clusters Score: Raw -1988449.448179 + Penalty 3161.910563 = -1985287.537616 nChanged 1036 SP:Iteration 2F (8647.000472 sec): 3 clusters Score: Raw -1988965.275117 + Penalty 3161.910563 = -1985803.364554 nChanged 982 SP:Iteration 3F (8647.040926 sec): 3 clusters Score: Raw -1989496.883030 + Penalty 3161.910563 = -1986334.972467 nChanged 991 SP:Iteration 4F (8647.081505 sec): 3 clusters Score: Raw -1990114.724608 + Penalty 3161.910563 = -1986952.814045 nChanged 1034 SP:Iteration 5F (8647.121984 sec): 3 clusters Score: Raw -1990780.375418 + Penalty 3161.910563 = -1987618.464855 nChanged 1008 SP:Iteration 6F (8647.162370 sec): 3 clusters Score: Raw -1991425.790592 + Penalty 3161.910563 = -1988263.880030 nChanged 947 SP:Iteration 7F (8647.203082 sec): 3 clusters Score: Raw -1992005.443401 + Penalty 3161.910563 = -1988843.532838 nChanged 818 SP:Iteration 8Q (8647.243588 sec): 3 clusters Score: Raw -1992482.932054 + Penalty 3161.910563 = -1989321.021491 nChanged 639 SP:Iteration 9Q (8647.284122 sec): 3 clusters Score: Raw -1992792.994039 + Penalty 3161.910563 = -1989631.083476 nChanged 496 SP:Iteration 10Q (8647.324446 sec): 3 clusters Score: Raw -1992985.787461 + Penalty 3161.910563 = -1989823.876899 nChanged 365 SP:Iteration 11Q (8647.364535 sec): 3 clusters Score: Raw -1993100.990741 + Penalty 3161.910563 = -1989939.080178 nChanged 282 SP:Iteration 12Q (8647.404527 sec): 3 clusters Score: Raw -1993181.108811 + Penalty 3161.910563 = -1990019.198248 nChanged 229 SP:Iteration 13Q (8647.444324 sec): 3 clusters Score: Raw -1993228.960886 + Penalty 3161.910563 = -1990067.050323 nChanged 147 SP:Iteration 14Q (8647.484183 sec): 3 clusters Score: Raw -1993251.616901 + Penalty 3161.910563 = -1990089.706338 nChanged 98 SP:Iteration 15Q (8647.523788 sec): 3 clusters Score: Raw -1993265.379922 + Penalty 3161.910563 = -1990103.469359 nChanged 85 SP:Iteration 16Q (8647.563400 sec): 3 clusters Score: Raw -1993275.897213 + Penalty 3161.910563 = -1990113.986651 nChanged 79 SP:Iteration 17Q (8647.602852 sec): 3 clusters Score: Raw -1993287.553863 + Penalty 3161.910563 = -1990125.643300 nChanged 66 SP:Iteration 18Q (8647.642431 sec): 3 clusters Score: Raw -1993295.075382 + Penalty 3161.910563 = -1990133.164819 nChanged 54 SP:Iteration 19Q (8647.681957 sec): 3 clusters Score: Raw -1993301.192596 + Penalty 3161.910563 = -1990139.282034 nChanged 47 SP:Iteration 20F (8647.722394 sec): 3 clusters Score: Raw -1993307.229501 + Penalty 3161.910563 = -1990145.318938 nChanged 56 SP:Iteration 21Q (8647.761884 sec): 3 clusters Score: Raw -1993316.663704 + Penalty 3161.910563 = -1990154.753141 nChanged 70 SP:Iteration 22Q (8647.801458 sec): 3 clusters Score: Raw -1993327.387117 + Penalty 3161.910563 = -1990165.476555 nChanged 66 SP:Iteration 23Q (8647.840922 sec): 3 clusters Score: Raw -1993336.337316 + Penalty 3161.910563 = -1990174.426753 nChanged 59 SP:Iteration 24Q (8647.880280 sec): 3 clusters Score: Raw -1993343.607637 + Penalty 3161.910563 = -1990181.697074 nChanged 52 SP:Iteration 25Q (8647.919627 sec): 3 clusters Score: Raw -1993350.383400 + Penalty 3161.910563 = -1990188.472837 nChanged 49 SP:Iteration 26Q (8647.959002 sec): 3 clusters Score: Raw -1993357.119500 + Penalty 3161.910563 = -1990195.208937 nChanged 44 SP:Iteration 27Q (8647.998298 sec): 3 clusters Score: Raw -1993362.140486 + Penalty 3161.910563 = -1990200.229923 nChanged 42 SP:Iteration 28Q (8648.037644 sec): 3 clusters Score: Raw -1993366.356889 + Penalty 3161.910563 = -1990204.446327 nChanged 31 SP:Iteration 29Q (8648.076833 sec): 3 clusters Score: Raw -1993370.884186 + Penalty 3161.910563 = -1990208.973623 nChanged 37 SP:Iteration 30Q (8648.116262 sec): 3 clusters Score: Raw -1993375.284164 + Penalty 3161.910563 = -1990213.373601 nChanged 34 SP:Iteration 31Q (8648.155652 sec): 3 clusters Score: Raw -1993378.715129 + Penalty 3161.910563 = -1990216.804566 nChanged 30 SP:Iteration 32Q (8648.194914 sec): 3 clusters Score: Raw -1993381.991775 + Penalty 3161.910563 = -1990220.081212 nChanged 44 SP:Iteration 33Q (8648.234195 sec): 3 clusters Score: Raw -1993388.211460 + Penalty 3161.910563 = -1990226.300897 nChanged 46 SP:Iteration 34Q (8648.273465 sec): 3 clusters Score: Raw -1993393.805223 + Penalty 3161.910563 = -1990231.894661 nChanged 47 SP:Iteration 35Q (8648.312614 sec): 3 clusters Score: Raw -1993399.280605 + Penalty 3161.910563 = -1990237.370042 nChanged 43 SP:Iteration 36Q (8648.351785 sec): 3 clusters Score: Raw -1993404.180892 + Penalty 3161.910563 = -1990242.270329 nChanged 48 SP:Iteration 37Q (8648.390883 sec): 3 clusters Score: Raw -1993410.920099 + Penalty 3161.910563 = -1990249.009536 nChanged 53 SP:Iteration 38Q (8648.430004 sec): 3 clusters Score: Raw -1993418.772029 + Penalty 3161.910563 = -1990256.861466 nChanged 47 SP:Iteration 39Q (8648.469172 sec): 3 clusters Score: Raw -1993425.026236 + Penalty 3161.910563 = -1990263.115673 nChanged 48 SP:Iteration 40F (8648.509570 sec): 3 clusters Score: Raw -1993431.603770 + Penalty 3161.910563 = -1990269.693207 nChanged 45 SP:Iteration 41Q (8648.548791 sec): 3 clusters Score: Raw -1993438.802040 + Penalty 3161.910563 = -1990276.891477 nChanged 57 SP:Iteration 42Q (8648.587957 sec): 3 clusters Score: Raw -1993448.289437 + Penalty 3161.910563 = -1990286.378874 nChanged 67 SP:Iteration 43Q (8648.627012 sec): 3 clusters Score: Raw -1993459.122408 + Penalty 3161.910563 = -1990297.211845 nChanged 79 SP:Iteration 44Q (8648.666029 sec): 3 clusters Score: Raw -1993473.984071 + Penalty 3161.910563 = -1990312.073508 nChanged 71 SP:Iteration 45Q (8648.704902 sec): 3 clusters Score: Raw -1993490.253337 + Penalty 3161.910563 = -1990328.342774 nChanged 79 SP:Iteration 46Q (8648.744089 sec): 3 clusters Score: Raw -1993504.219625 + Penalty 3161.910563 = -1990342.309062 nChanged 82 SP:Iteration 47Q (8648.783050 sec): 3 clusters Score: Raw -1993518.793611 + Penalty 3161.910563 = -1990356.883048 nChanged 92 SP:Iteration 48Q (8648.821936 sec): 3 clusters Score: Raw -1993536.402744 + Penalty 3161.910563 = -1990374.492181 nChanged 82 SP:Iteration 49Q (8648.860874 sec): 3 clusters Score: Raw -1993550.582340 + Penalty 3161.910563 = -1990388.671778 nChanged 84 SP:Iteration 50Q (8648.899695 sec): 3 clusters Score: Raw -1993564.220784 + Penalty 3161.910563 = -1990402.310221 nChanged 87 SP:Iteration 51Q (8648.938331 sec): 3 clusters Score: Raw -1993577.622436 + Penalty 3161.910563 = -1990415.711873 nChanged 69 SP:Iteration 52Q (8648.977023 sec): 3 clusters Score: Raw -1993588.567587 + Penalty 3161.910563 = -1990426.657024 nChanged 75 SP:Iteration 53Q (8649.015835 sec): 3 clusters Score: Raw -1993599.068764 + Penalty 3161.910563 = -1990437.158201 nChanged 60 SP:Iteration 54Q (8649.054353 sec): 3 clusters Score: Raw -1993607.873312 + Penalty 3161.910563 = -1990445.962749 nChanged 73 SP:Iteration 55Q (8649.092870 sec): 3 clusters Score: Raw -1993619.444454 + Penalty 3161.910563 = -1990457.533892 nChanged 73 SP:Iteration 56Q (8649.131550 sec): 3 clusters Score: Raw -1993630.469095 + Penalty 3161.910563 = -1990468.558533 nChanged 71 SP:Iteration 57Q (8649.170007 sec): 3 clusters Score: Raw -1993642.517272 + Penalty 3161.910563 = -1990480.606709 nChanged 76 SP:Iteration 58Q (8649.208414 sec): 3 clusters Score: Raw -1993654.897389 + Penalty 3161.910563 = -1990492.986826 nChanged 65 SP:Iteration 59Q (8649.246741 sec): 3 clusters Score: Raw -1993665.390028 + Penalty 3161.910563 = -1990503.479465 nChanged 61 SP:Iteration 60F (8649.287244 sec): 3 clusters Score: Raw -1993678.398251 + Penalty 3161.910563 = -1990516.487689 nChanged 81 SP:Iteration 61Q (8649.325746 sec): 3 clusters Score: Raw -1993693.414860 + Penalty 3161.910563 = -1990531.504297 nChanged 73 SP:Iteration 62Q (8649.364081 sec): 3 clusters Score: Raw -1993706.104910 + Penalty 3161.910563 = -1990544.194347 nChanged 76 SP:Iteration 63Q (8649.402261 sec): 3 clusters Score: Raw -1993720.658092 + Penalty 3161.910563 = -1990558.747529 nChanged 93 SP:Iteration 64Q (8649.440654 sec): 3 clusters Score: Raw -1993738.206940 + Penalty 3161.910563 = -1990576.296378 nChanged 77 SP:Iteration 65Q (8649.478817 sec): 3 clusters Score: Raw -1993752.706049 + Penalty 3161.910563 = -1990590.795486 nChanged 82 SP:Iteration 66Q (8649.516964 sec): 3 clusters Score: Raw -1993768.336006 + Penalty 3161.910563 = -1990606.425443 nChanged 77 SP:Iteration 67Q (8649.555012 sec): 3 clusters Score: Raw -1993782.175178 + Penalty 3161.910563 = -1990620.264615 nChanged 86 SP:Iteration 68Q (8649.592993 sec): 3 clusters Score: Raw -1993800.107468 + Penalty 3161.910563 = -1990638.196906 nChanged 92 SP:Iteration 69Q (8649.630871 sec): 3 clusters Score: Raw -1993821.181259 + Penalty 3161.910563 = -1990659.270696 nChanged 93 SP:Iteration 70Q (8649.668649 sec): 3 clusters Score: Raw -1993847.073715 + Penalty 3161.910563 = -1990685.163152 nChanged 119 SP:Iteration 71Q (8649.706409 sec): 3 clusters Score: Raw -1993879.723857 + Penalty 3161.910563 = -1990717.813294 nChanged 120 SP:Iteration 72Q (8649.744128 sec): 3 clusters Score: Raw -1993912.717501 + Penalty 3161.910563 = -1990750.806938 nChanged 117 SP:Iteration 73Q (8649.781629 sec): 3 clusters Score: Raw -1993950.397176 + Penalty 3161.910563 = -1990788.486613 nChanged 145 SP:Iteration 74Q (8649.818936 sec): 3 clusters Score: Raw -1994005.540317 + Penalty 3161.910563 = -1990843.629754 nChanged 157 SP:Iteration 75Q (8649.856246 sec): 3 clusters Score: Raw -1994064.729113 + Penalty 3161.910563 = -1990902.818551 nChanged 147 SP:Iteration 76Q (8649.893391 sec): 3 clusters Score: Raw -1994123.239340 + Penalty 3161.910563 = -1990961.328778 nChanged 145 SP:Iteration 77Q (8649.930332 sec): 3 clusters Score: Raw -1994174.973939 + Penalty 3161.910563 = -1991013.063376 nChanged 144 SP:Iteration 78Q (8649.967000 sec): 3 clusters Score: Raw -1994238.531312 + Penalty 3161.910563 = -1991076.620749 nChanged 164 SP:Iteration 79Q (8650.003778 sec): 3 clusters Score: Raw -1994309.385627 + Penalty 3161.910563 = -1991147.475064 nChanged 150 SP:Iteration 80F (8650.044095 sec): 3 clusters Score: Raw -1994372.173654 + Penalty 3161.910563 = -1991210.263091 nChanged 148 SP:Iteration 81Q (8650.096473 sec): 3 clusters Score: Raw -1994432.839116 + Penalty 3161.910563 = -1991270.928553 nChanged 139 SP:Iteration 82Q (8650.173747 sec): 3 clusters Score: Raw -1994500.624309 + Penalty 3161.910563 = -1991338.713746 nChanged 148 SP:Iteration 83Q (8650.246903 sec): 3 clusters Score: Raw -1994581.528901 + Penalty 3161.910563 = -1991419.618338 nChanged 148 SP:Iteration 84Q (8650.318464 sec): 3 clusters Score: Raw -1994673.691008 + Penalty 3161.910563 = -1991511.780445 nChanged 138 SP:Iteration 85Q (8650.389872 sec): 3 clusters Score: Raw -1994750.365840 + Penalty 3161.910563 = -1991588.455277 nChanged 110 SP:Iteration 86Q (8650.455501 sec): 3 clusters Score: Raw -1994800.664729 + Penalty 3161.910563 = -1991638.754166 nChanged 98 SP:Iteration 87Q (8650.520258 sec): 3 clusters Score: Raw -1994843.521194 + Penalty 3161.910563 = -1991681.610631 nChanged 75 SP:Iteration 88Q (8650.582955 sec): 3 clusters Score: Raw -1994874.815089 + Penalty 3161.910563 = -1991712.904526 nChanged 67 SP:Iteration 89Q (8650.646862 sec): 3 clusters Score: Raw -1994900.821730 + Penalty 3161.910563 = -1991738.911167 nChanged 66 SP:Iteration 90Q (8650.710744 sec): 3 clusters Score: Raw -1994927.378538 + Penalty 3161.910563 = -1991765.467976 nChanged 67 SP:Iteration 91Q (8650.782398 sec): 3 clusters Score: Raw -1994954.505548 + Penalty 3161.910563 = -1991792.594985 nChanged 60 SP:Iteration 92Q (8650.853270 sec): 3 clusters Score: Raw -1994980.658775 + Penalty 3161.910563 = -1991818.748212 nChanged 65 SP:Iteration 93Q (8650.923507 sec): 3 clusters Score: Raw -1995005.285773 + Penalty 3161.910563 = -1991843.375210 nChanged 55 SP:Iteration 94Q (8650.993172 sec): 3 clusters Score: Raw -1995030.345930 + Penalty 3161.910563 = -1991868.435367 nChanged 65 SP:Iteration 95Q (8651.057401 sec): 3 clusters Score: Raw -1995058.429640 + Penalty 3161.910563 = -1991896.519077 nChanged 51 SP:Iteration 96Q (8651.121335 sec): 3 clusters Score: Raw -1995079.303132 + Penalty 3161.910563 = -1991917.392569 nChanged 34 SP:Iteration 97Q (8651.185540 sec): 3 clusters Score: Raw -1995092.901040 + Penalty 3161.910563 = -1991930.990477 nChanged 27 SP:Iteration 98Q (8651.246946 sec): 3 clusters Score: Raw -1995100.399097 + Penalty 3161.910563 = -1991938.488534 nChanged 32 SP:Iteration 99Q (8651.280680 sec): 3 clusters Score: Raw -1995108.131388 + Penalty 3161.910563 = -1991946.220825 nChanged 29 SP:Iteration 100F (8651.321000 sec): 3 clusters Score: Raw -1995115.697217 + Penalty 3161.910563 = -1991953.786654 nChanged 13 SP:Iteration 101Q (8651.354987 sec): 3 clusters Score: Raw -1995118.594315 + Penalty 3161.910563 = -1991956.683752 nChanged 7 SP:Iteration 102Q (8651.388958 sec): 3 clusters Score: Raw -1995119.993650 + Penalty 3161.910563 = -1991958.083087 nChanged 10 SP:Iteration 103Q (8651.422880 sec): 3 clusters Score: Raw -1995121.996370 + Penalty 3161.910563 = -1991960.085807 nChanged 6 SP:Iteration 104Q (8651.456775 sec): 3 clusters Score: Raw -1995123.212130 + Penalty 3161.910563 = -1991961.301567 nChanged 7 SP:Iteration 105Q (8651.490642 sec): 3 clusters Score: Raw -1995124.607957 + Penalty 3161.910563 = -1991962.697394 nChanged 9 SP:Iteration 106Q (8651.524533 sec): 3 clusters Score: Raw -1995126.916702 + Penalty 3161.910563 = -1991965.006139 nChanged 9 SP:Iteration 107Q (8651.558588 sec): 3 clusters Score: Raw -1995128.954244 + Penalty 3161.910563 = -1991967.043681 nChanged 12 SP:Iteration 108Q (8651.592493 sec): 3 clusters Score: Raw -1995131.810802 + Penalty 3161.910563 = -1991969.900239 nChanged 10 SP:Iteration 109Q (8651.626325 sec): 3 clusters Score: Raw -1995133.960389 + Penalty 3161.910563 = -1991972.049826 nChanged 8 SP:Iteration 110Q (8651.660082 sec): 3 clusters Score: Raw -1995135.338350 + Penalty 3161.910563 = -1991973.427787 nChanged 10 SP:Iteration 111Q (8651.693940 sec): 3 clusters Score: Raw -1995137.033942 + Penalty 3161.910563 = -1991975.123379 nChanged 8 SP:Iteration 112Q (8651.727894 sec): 3 clusters Score: Raw -1995138.736385 + Penalty 3161.910563 = -1991976.825822 nChanged 17 SP:Iteration 113Q (8651.761651 sec): 3 clusters Score: Raw -1995144.186296 + Penalty 3161.910563 = -1991982.275733 nChanged 22 SP:Iteration 114Q (8651.795414 sec): 3 clusters Score: Raw -1995151.494223 + Penalty 3161.910563 = -1991989.583661 nChanged 22 SP:Iteration 115Q (8651.829139 sec): 3 clusters Score: Raw -1995158.645037 + Penalty 3161.910563 = -1991996.734474 nChanged 25 SP:Iteration 116Q (8651.862820 sec): 3 clusters Score: Raw -1995165.030794 + Penalty 3161.910563 = -1992003.120231 nChanged 18 SP:Iteration 117Q (8651.896650 sec): 3 clusters Score: Raw -1995170.377685 + Penalty 3161.910563 = -1992008.467122 nChanged 14 SP:Iteration 118Q (8651.930300 sec): 3 clusters Score: Raw -1995176.712071 + Penalty 3161.910563 = -1992014.801508 nChanged 18 SP:Iteration 119Q (8651.964104 sec): 3 clusters Score: Raw -1995182.424133 + Penalty 3161.910563 = -1992020.513570 nChanged 19 SP:Iteration 120F (8652.004306 sec): 3 clusters Score: Raw -1995187.748997 + Penalty 3161.910563 = -1992025.838435 nChanged 16 SP:Iteration 121Q (8652.038153 sec): 3 clusters Score: Raw -1995192.423123 + Penalty 3161.910563 = -1992030.512561 nChanged 8 SP:Iteration 122Q (8652.071793 sec): 3 clusters Score: Raw -1995195.942252 + Penalty 3161.910563 = -1992034.031690 nChanged 9 SP:Iteration 123Q (8652.105472 sec): 3 clusters Score: Raw -1995199.327387 + Penalty 3161.910563 = -1992037.416824 nChanged 8 SP:Iteration 124Q (8652.139041 sec): 3 clusters Score: Raw -1995201.690856 + Penalty 3161.910563 = -1992039.780293 nChanged 10 SP:Iteration 125Q (8652.172528 sec): 3 clusters Score: Raw -1995204.423975 + Penalty 3161.910563 = -1992042.513413 nChanged 7 SP:Iteration 126Q (8652.205949 sec): 3 clusters Score: Raw -1995206.813735 + Penalty 3161.910563 = -1992044.903172 nChanged 10 SP:Iteration 127Q (8652.239421 sec): 3 clusters Score: Raw -1995210.070174 + Penalty 3161.910563 = -1992048.159611 nChanged 17 SP:Iteration 128Q (8652.272977 sec): 3 clusters Score: Raw -1995214.863475 + Penalty 3161.910563 = -1992052.952912 nChanged 6 SP:Iteration 129Q (8652.306720 sec): 3 clusters Score: Raw -1995216.646652 + Penalty 3161.910563 = -1992054.736089 nChanged 12 SP:Iteration 130Q (8652.340198 sec): 3 clusters Score: Raw -1995220.986102 + Penalty 3161.910563 = -1992059.075539 nChanged 10 SP:Iteration 131Q (8652.373608 sec): 3 clusters Score: Raw -1995225.049745 + Penalty 3161.910563 = -1992063.139182 nChanged 15 SP:Iteration 132Q (8652.407057 sec): 3 clusters Score: Raw -1995229.028845 + Penalty 3161.910563 = -1992067.118282 nChanged 17 SP:Iteration 133Q (8652.440513 sec): 3 clusters Score: Raw -1995232.273490 + Penalty 3161.910563 = -1992070.362928 nChanged 8 SP:Iteration 134Q (8652.473881 sec): 3 clusters Score: Raw -1995234.429400 + Penalty 3161.910563 = -1992072.518837 nChanged 4 SP:Iteration 135Q (8652.507137 sec): 3 clusters Score: Raw -1995235.208998 + Penalty 3161.910563 = -1992073.298436 nChanged 2 SP:Iteration 136Q (8652.540514 sec): 3 clusters Score: Raw -1995235.509644 + Penalty 3161.910563 = -1992073.599081 nChanged 2 SP:Iteration 137Q (8652.573850 sec): 3 clusters Score: Raw -1995236.274217 + Penalty 3161.910563 = -1992074.363654 nChanged 1 SP:Iteration 138Q (8652.607189 sec): 3 clusters Score: Raw -1995236.448797 + Penalty 3161.910563 = -1992074.538234 nChanged 1 SP:Iteration 139Q (8652.640469 sec): 3 clusters Score: Raw -1995236.596548 + Penalty 3161.910563 = -1992074.685985 nChanged 0 SP:Iteration 140F (8652.680682 sec): 3 clusters Score: Raw -1995236.596548 + Penalty 3161.910563 = -1992074.685985 nChanged 0 Trying to split cluster 33 (133232 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8652.841159 sec): 2 clusters Score: Raw -17892227.176199 + Penalty 1917.475178 = -17890309.701021 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8653.050760 sec): 3 clusters Score: Raw -17804847.441230 + Penalty 3834.950356 = -17801012.490874 nChanged 64045 SP:Iteration 1F (8653.257682 sec): 3 clusters Score: Raw -17843297.186168 + Penalty 3834.950356 = -17839462.235812 nChanged 5364 SP:Iteration 2Q (8653.480533 sec): 3 clusters Score: Raw -17844973.293566 + Penalty 3834.950356 = -17841138.343210 nChanged 5720 SP:Iteration 3Q (8653.703245 sec): 3 clusters Score: Raw -17847081.787668 + Penalty 3834.950356 = -17843246.837312 nChanged 6389 SP:Iteration 4Q (8653.925863 sec): 3 clusters Score: Raw -17849822.379091 + Penalty 3834.950356 = -17845987.428735 nChanged 6936 SP:Iteration 5F (8654.132750 sec): 3 clusters Score: Raw -17853250.581211 + Penalty 3834.950356 = -17849415.630855 nChanged 7489 SP:Iteration 6F (8654.339549 sec): 3 clusters Score: Raw -17857524.012333 + Penalty 3834.950356 = -17853689.061978 nChanged 7939 SP:Iteration 7F (8654.546870 sec): 3 clusters Score: Raw -17862391.029291 + Penalty 3834.950356 = -17858556.078936 nChanged 7716 SP:Iteration 8F (8654.753968 sec): 3 clusters Score: Raw -17867183.144062 + Penalty 3834.950356 = -17863348.193706 nChanged 6754 SP:Iteration 9F (8654.960693 sec): 3 clusters Score: Raw -17870659.362237 + Penalty 3834.950356 = -17866824.411882 nChanged 5113 SP:Iteration 10Q (8655.178917 sec): 3 clusters Score: Raw -17872547.033855 + Penalty 3834.950356 = -17868712.083499 nChanged 3390 SP:Iteration 11Q (8655.395830 sec): 3 clusters Score: Raw -17873436.844289 + Penalty 3834.950356 = -17869601.893933 nChanged 2205 SP:Iteration 12Q (8655.611425 sec): 3 clusters Score: Raw -17873898.270469 + Penalty 3834.950356 = -17870063.320113 nChanged 1591 SP:Iteration 13Q (8655.826539 sec): 3 clusters Score: Raw -17874219.072193 + Penalty 3834.950356 = -17870384.121837 nChanged 1379 SP:Iteration 14Q (8656.041096 sec): 3 clusters Score: Raw -17874501.802223 + Penalty 3834.950356 = -17870666.851867 nChanged 1373 SP:Iteration 15Q (8656.255429 sec): 3 clusters Score: Raw -17874808.126250 + Penalty 3834.950356 = -17870973.175894 nChanged 1481 SP:Iteration 16Q (8656.469349 sec): 3 clusters Score: Raw -17875167.500735 + Penalty 3834.950356 = -17871332.550380 nChanged 1570 SP:Iteration 17Q (8656.683252 sec): 3 clusters Score: Raw -17875553.057543 + Penalty 3834.950356 = -17871718.107187 nChanged 1619 SP:Iteration 18Q (8656.896772 sec): 3 clusters Score: Raw -17875952.478939 + Penalty 3834.950356 = -17872117.528583 nChanged 1661 SP:Iteration 19Q (8657.109894 sec): 3 clusters Score: Raw -17876405.223544 + Penalty 3834.950356 = -17872570.273188 nChanged 1753 SP:Iteration 20F (8657.316848 sec): 3 clusters Score: Raw -17876887.013838 + Penalty 3834.950356 = -17873052.063482 nChanged 1816 SP:Iteration 21Q (8657.529833 sec): 3 clusters Score: Raw -17877398.066668 + Penalty 3834.950356 = -17873563.116313 nChanged 1869 SP:Iteration 22Q (8657.742392 sec): 3 clusters Score: Raw -17877905.349388 + Penalty 3834.950356 = -17874070.399032 nChanged 1807 SP:Iteration 23Q (8657.953533 sec): 3 clusters Score: Raw -17878363.083587 + Penalty 3834.950356 = -17874528.133232 nChanged 1744 SP:Iteration 24Q (8658.164774 sec): 3 clusters Score: Raw -17878811.102784 + Penalty 3834.950356 = -17874976.152429 nChanged 1883 SP:Iteration 25Q (8658.375169 sec): 3 clusters Score: Raw -17879315.129095 + Penalty 3834.950356 = -17875480.178739 nChanged 1924 SP:Iteration 26Q (8658.584679 sec): 3 clusters Score: Raw -17879814.283531 + Penalty 3834.950356 = -17875979.333176 nChanged 1896 SP:Iteration 27Q (8658.793465 sec): 3 clusters Score: Raw -17880294.025897 + Penalty 3834.950356 = -17876459.075541 nChanged 1915 SP:Iteration 28Q (8659.001447 sec): 3 clusters Score: Raw -17880780.087079 + Penalty 3834.950356 = -17876945.136723 nChanged 1909 SP:Iteration 29Q (8659.208079 sec): 3 clusters Score: Raw -17881283.398338 + Penalty 3834.950356 = -17877448.447983 nChanged 2011 SP:Iteration 30Q (8659.413468 sec): 3 clusters Score: Raw -17881844.747049 + Penalty 3834.950356 = -17878009.796694 nChanged 2030 SP:Iteration 31Q (8659.617670 sec): 3 clusters Score: Raw -17882425.803033 + Penalty 3834.950356 = -17878590.852677 nChanged 2009 SP:Iteration 32Q (8659.820589 sec): 3 clusters Score: Raw -17883015.398356 + Penalty 3834.950356 = -17879180.448000 nChanged 2067 SP:Iteration 33Q (8660.021734 sec): 3 clusters Score: Raw -17883653.805437 + Penalty 3834.950356 = -17879818.855081 nChanged 2069 SP:Iteration 34Q (8660.221342 sec): 3 clusters Score: Raw -17884321.920659 + Penalty 3834.950356 = -17880486.970303 nChanged 2045 SP:Iteration 35Q (8660.418982 sec): 3 clusters Score: Raw -17885032.006122 + Penalty 3834.950356 = -17881197.055766 nChanged 2035 SP:Iteration 36Q (8660.614640 sec): 3 clusters Score: Raw -17885750.591022 + Penalty 3834.950356 = -17881915.640667 nChanged 1887 SP:Iteration 37Q (8660.808321 sec): 3 clusters Score: Raw -17886419.496886 + Penalty 3834.950356 = -17882584.546530 nChanged 1768 SP:Iteration 38Q (8661.000418 sec): 3 clusters Score: Raw -17887055.870577 + Penalty 3834.950356 = -17883220.920221 nChanged 1654 SP:Iteration 39Q (8661.190764 sec): 3 clusters Score: Raw -17887669.785088 + Penalty 3834.950356 = -17883834.834732 nChanged 1561 SP:Iteration 40F (8661.399045 sec): 3 clusters Score: Raw -17888271.775867 + Penalty 3834.950356 = -17884436.825511 nChanged 1435 SP:Iteration 41Q (8661.588620 sec): 3 clusters Score: Raw -17888826.174054 + Penalty 3834.950356 = -17884991.223699 nChanged 1313 SP:Iteration 42Q (8661.776461 sec): 3 clusters Score: Raw -17889342.978753 + Penalty 3834.950356 = -17885508.028398 nChanged 1168 SP:Iteration 43Q (8661.962485 sec): 3 clusters Score: Raw -17889788.274706 + Penalty 3834.950356 = -17885953.324350 nChanged 1084 SP:Iteration 44Q (8662.146996 sec): 3 clusters Score: Raw -17890219.009498 + Penalty 3834.950356 = -17886384.059142 nChanged 931 SP:Iteration 45Q (8662.329822 sec): 3 clusters Score: Raw -17890588.853558 + Penalty 3834.950356 = -17886753.903203 nChanged 847 SP:Iteration 46Q (8662.511489 sec): 3 clusters Score: Raw -17890932.205656 + Penalty 3834.950356 = -17887097.255300 nChanged 737 SP:Iteration 47Q (8662.691746 sec): 3 clusters Score: Raw -17891227.251332 + Penalty 3834.950356 = -17887392.300976 nChanged 631 SP:Iteration 48Q (8662.871028 sec): 3 clusters Score: Raw -17891468.225537 + Penalty 3834.950356 = -17887633.275182 nChanged 537 SP:Iteration 49Q (8663.049464 sec): 3 clusters Score: Raw -17891656.822095 + Penalty 3834.950356 = -17887821.871739 nChanged 461 SP:Iteration 50Q (8663.226781 sec): 3 clusters Score: Raw -17891803.706597 + Penalty 3834.950356 = -17887968.756241 nChanged 425 SP:Iteration 51Q (8663.403402 sec): 3 clusters Score: Raw -17891942.588675 + Penalty 3834.950356 = -17888107.638319 nChanged 385 SP:Iteration 52Q (8663.579571 sec): 3 clusters Score: Raw -17892067.215000 + Penalty 3834.950356 = -17888232.264644 nChanged 325 SP:Iteration 53Q (8663.766089 sec): 3 clusters Score: Raw -17892153.229159 + Penalty 3834.950356 = -17888318.278804 nChanged 258 SP:Iteration 54Q (8663.952137 sec): 3 clusters Score: Raw -17892225.635114 + Penalty 3834.950356 = -17888390.684758 nChanged 251 SP:Iteration 55Q (8664.125007 sec): 3 clusters Score: Raw -17892288.892816 + Penalty 3834.950356 = -17888453.942461 nChanged 193 SP:Iteration 56Q (8664.297418 sec): 3 clusters Score: Raw -17892332.558448 + Penalty 3834.950356 = -17888497.608092 nChanged 174 SP:Iteration 57Q (8664.470472 sec): 3 clusters Score: Raw -17892375.272852 + Penalty 3834.950356 = -17888540.322496 nChanged 159 SP:Iteration 58Q (8664.643445 sec): 3 clusters Score: Raw -17892410.701727 + Penalty 3834.950356 = -17888575.751372 nChanged 133 SP:Iteration 59Q (8664.815878 sec): 3 clusters Score: Raw -17892438.863499 + Penalty 3834.950356 = -17888603.913143 nChanged 122 SP:Iteration 60F (8665.021066 sec): 3 clusters Score: Raw -17892467.027599 + Penalty 3834.950356 = -17888632.077243 nChanged 114 SP:Iteration 61Q (8665.192313 sec): 3 clusters Score: Raw -17892489.836558 + Penalty 3834.950356 = -17888654.886202 nChanged 114 SP:Iteration 62Q (8665.363393 sec): 3 clusters Score: Raw -17892512.302781 + Penalty 3834.950356 = -17888677.352425 nChanged 100 SP:Iteration 63Q (8665.546282 sec): 3 clusters Score: Raw -17892534.890106 + Penalty 3834.950356 = -17888699.939750 nChanged 114 SP:Iteration 64Q (8665.718488 sec): 3 clusters Score: Raw -17892560.315134 + Penalty 3834.950356 = -17888725.364778 nChanged 94 SP:Iteration 65Q (8665.888993 sec): 3 clusters Score: Raw -17892581.035174 + Penalty 3834.950356 = -17888746.084818 nChanged 81 SP:Iteration 66Q (8666.059402 sec): 3 clusters Score: Raw -17892596.116985 + Penalty 3834.950356 = -17888761.166630 nChanged 67 SP:Iteration 67Q (8666.229675 sec): 3 clusters Score: Raw -17892610.082530 + Penalty 3834.950356 = -17888775.132174 nChanged 68 SP:Iteration 68Q (8666.399984 sec): 3 clusters Score: Raw -17892624.065218 + Penalty 3834.950356 = -17888789.114862 nChanged 65 SP:Iteration 69Q (8666.569843 sec): 3 clusters Score: Raw -17892637.170436 + Penalty 3834.950356 = -17888802.220080 nChanged 53 SP:Iteration 70Q (8666.739856 sec): 3 clusters Score: Raw -17892646.524576 + Penalty 3834.950356 = -17888811.574220 nChanged 44 SP:Iteration 71Q (8666.921088 sec): 3 clusters Score: Raw -17892654.203807 + Penalty 3834.950356 = -17888819.253451 nChanged 44 SP:Iteration 72Q (8667.090752 sec): 3 clusters Score: Raw -17892662.872095 + Penalty 3834.950356 = -17888827.921740 nChanged 45 SP:Iteration 73Q (8667.260430 sec): 3 clusters Score: Raw -17892672.495706 + Penalty 3834.950356 = -17888837.545351 nChanged 45 SP:Iteration 74Q (8667.431318 sec): 3 clusters Score: Raw -17892680.763313 + Penalty 3834.950356 = -17888845.812957 nChanged 39 SP:Iteration 75Q (8667.600988 sec): 3 clusters Score: Raw -17892687.425007 + Penalty 3834.950356 = -17888852.474651 nChanged 32 SP:Iteration 76Q (8667.770621 sec): 3 clusters Score: Raw -17892691.249942 + Penalty 3834.950356 = -17888856.299586 nChanged 27 SP:Iteration 77Q (8667.940333 sec): 3 clusters Score: Raw -17892695.449937 + Penalty 3834.950356 = -17888860.499582 nChanged 20 SP:Iteration 78Q (8668.109954 sec): 3 clusters Score: Raw -17892697.894095 + Penalty 3834.950356 = -17888862.943739 nChanged 15 SP:Iteration 79Q (8668.279384 sec): 3 clusters Score: Raw -17892699.187370 + Penalty 3834.950356 = -17888864.237014 nChanged 9 SP:Iteration 80F (8668.484582 sec): 3 clusters Score: Raw -17892700.670151 + Penalty 3834.950356 = -17888865.719795 nChanged 13 SP:Iteration 81Q (8668.654220 sec): 3 clusters Score: Raw -17892702.534640 + Penalty 3834.950356 = -17888867.584284 nChanged 11 SP:Iteration 82Q (8668.823873 sec): 3 clusters Score: Raw -17892703.439204 + Penalty 3834.950356 = -17888868.488848 nChanged 13 SP:Iteration 83Q (8668.993302 sec): 3 clusters Score: Raw -17892705.034284 + Penalty 3834.950356 = -17888870.083928 nChanged 6 SP:Iteration 84Q (8669.162815 sec): 3 clusters Score: Raw -17892705.947266 + Penalty 3834.950356 = -17888870.996911 nChanged 8 SP:Iteration 85Q (8669.332328 sec): 3 clusters Score: Raw -17892707.070141 + Penalty 3834.950356 = -17888872.119785 nChanged 7 SP:Iteration 86Q (8669.501656 sec): 3 clusters Score: Raw -17892707.985483 + Penalty 3834.950356 = -17888873.035127 nChanged 7 SP:Iteration 87Q (8669.671053 sec): 3 clusters Score: Raw -17892708.798975 + Penalty 3834.950356 = -17888873.848619 nChanged 7 SP:Iteration 88Q (8669.840491 sec): 3 clusters Score: Raw -17892710.175988 + Penalty 3834.950356 = -17888875.225632 nChanged 15 SP:Iteration 89Q (8670.009936 sec): 3 clusters Score: Raw -17892712.854214 + Penalty 3834.950356 = -17888877.903858 nChanged 11 SP:Iteration 90Q (8670.179393 sec): 3 clusters Score: Raw -17892714.343399 + Penalty 3834.950356 = -17888879.393043 nChanged 9 SP:Iteration 91Q (8670.348798 sec): 3 clusters Score: Raw -17892715.477948 + Penalty 3834.950356 = -17888880.527592 nChanged 8 SP:Iteration 92Q (8670.519331 sec): 3 clusters Score: Raw -17892716.424705 + Penalty 3834.950356 = -17888881.474349 nChanged 8 SP:Iteration 93Q (8670.688932 sec): 3 clusters Score: Raw -17892717.278235 + Penalty 3834.950356 = -17888882.327879 nChanged 8 SP:Iteration 94Q (8670.858400 sec): 3 clusters Score: Raw -17892718.081999 + Penalty 3834.950356 = -17888883.131643 nChanged 4 SP:Iteration 95Q (8671.027862 sec): 3 clusters Score: Raw -17892718.407409 + Penalty 3834.950356 = -17888883.457054 nChanged 4 SP:Iteration 96Q (8671.197166 sec): 3 clusters Score: Raw -17892718.812815 + Penalty 3834.950356 = -17888883.862459 nChanged 1 SP:Iteration 97Q (8671.366654 sec): 3 clusters Score: Raw -17892718.922463 + Penalty 3834.950356 = -17888883.972108 nChanged 2 SP:Iteration 98Q (8671.536083 sec): 3 clusters Score: Raw -17892719.117920 + Penalty 3834.950356 = -17888884.167564 nChanged 4 SP:Iteration 99Q (8671.705551 sec): 3 clusters Score: Raw -17892719.814421 + Penalty 3834.950356 = -17888884.864065 nChanged 5 SP:Iteration 100F (8671.910704 sec): 3 clusters Score: Raw -17892720.615241 + Penalty 3834.950356 = -17888885.664885 nChanged 7 SP:Iteration 101Q (8672.080176 sec): 3 clusters Score: Raw -17892721.472676 + Penalty 3834.950356 = -17888886.522320 nChanged 6 SP:Iteration 102Q (8672.249307 sec): 3 clusters Score: Raw -17892722.187196 + Penalty 3834.950356 = -17888887.236840 nChanged 9 SP:Iteration 103Q (8672.418744 sec): 3 clusters Score: Raw -17892723.131632 + Penalty 3834.950356 = -17888888.181276 nChanged 6 SP:Iteration 104Q (8672.588073 sec): 3 clusters Score: Raw -17892723.791379 + Penalty 3834.950356 = -17888888.841023 nChanged 6 SP:Iteration 105Q (8672.757415 sec): 3 clusters Score: Raw -17892724.789210 + Penalty 3834.950356 = -17888889.838855 nChanged 11 SP:Iteration 106Q (8672.926654 sec): 3 clusters Score: Raw -17892726.416407 + Penalty 3834.950356 = -17888891.466051 nChanged 13 SP:Iteration 107Q (8673.096082 sec): 3 clusters Score: Raw -17892727.904541 + Penalty 3834.950356 = -17888892.954185 nChanged 7 SP:Iteration 108Q (8673.265306 sec): 3 clusters Score: Raw -17892728.822016 + Penalty 3834.950356 = -17888893.871661 nChanged 9 SP:Iteration 109Q (8673.442701 sec): 3 clusters Score: Raw -17892730.993552 + Penalty 3834.950356 = -17888896.043197 nChanged 13 SP:Iteration 110Q (8673.612055 sec): 3 clusters Score: Raw -17892732.790482 + Penalty 3834.950356 = -17888897.840127 nChanged 12 SP:Iteration 111Q (8673.781381 sec): 3 clusters Score: Raw -17892734.388407 + Penalty 3834.950356 = -17888899.438052 nChanged 8 SP:Iteration 112Q (8673.950603 sec): 3 clusters Score: Raw -17892735.251798 + Penalty 3834.950356 = -17888900.301443 nChanged 9 SP:Iteration 113Q (8674.119762 sec): 3 clusters Score: Raw -17892736.120360 + Penalty 3834.950356 = -17888901.170004 nChanged 3 SP:Iteration 114Q (8674.288936 sec): 3 clusters Score: Raw -17892736.421971 + Penalty 3834.950356 = -17888901.471615 nChanged 0 SP:Iteration 115F (8674.493881 sec): 3 clusters Score: Raw -17892736.421971 + Penalty 3834.950356 = -17888901.471615 nChanged 0 Iteration 219Q (8681.561912 sec): 34 clusters Score: Raw -99968559.154149 + Penalty 72694.960115 = -99895864.194035 nChanged 226 Iteration 220F (8696.391803 sec): 34 clusters Score: Raw -99968565.776856 + Penalty 72694.960115 = -99895870.816741 nChanged 225 Iteration 221Q (8703.471187 sec): 34 clusters Score: Raw -99968572.594279 + Penalty 72694.960115 = -99895877.634165 nChanged 225 Iteration 222Q (8710.540505 sec): 34 clusters Score: Raw -99968578.857541 + Penalty 72694.960115 = -99895883.897427 nChanged 203 Iteration 223Q (8717.634843 sec): 34 clusters Score: Raw -99968584.742894 + Penalty 72694.960115 = -99895889.782779 nChanged 213 Iteration 224Q (8724.737447 sec): 34 clusters Score: Raw -99968590.771751 + Penalty 72694.960115 = -99895895.811636 nChanged 227 Iteration 225Q (8731.842073 sec): 34 clusters Score: Raw -99968596.999028 + Penalty 72694.960115 = -99895902.038914 nChanged 221 Iteration 226Q (8738.908996 sec): 34 clusters Score: Raw -99968603.712183 + Penalty 72694.960115 = -99895908.752069 nChanged 180 Iteration 227Q (8745.989076 sec): 34 clusters Score: Raw -99968608.217310 + Penalty 72694.960115 = -99895913.257196 nChanged 160 Iteration 228Q (8753.078233 sec): 34 clusters Score: Raw -99968612.474536 + Penalty 72694.960115 = -99895917.514421 nChanged 176 Iteration 229Q (8760.156651 sec): 34 clusters Score: Raw -99968617.694578 + Penalty 72694.960115 = -99895922.734463 nChanged 188 Iteration 230Q (8767.218467 sec): 34 clusters Score: Raw -99968623.427323 + Penalty 72694.960115 = -99895928.467208 nChanged 179 Iteration 231Q (8774.296825 sec): 34 clusters Score: Raw -99968629.062060 + Penalty 72694.960115 = -99895934.101946 nChanged 159 Iteration 232Q (8781.354706 sec): 34 clusters Score: Raw -99968634.452357 + Penalty 72694.960115 = -99895939.492242 nChanged 153 Iteration 233Q (8788.436911 sec): 34 clusters Score: Raw -99968640.229575 + Penalty 72694.960115 = -99895945.269461 nChanged 166 Iteration 234Q (8795.499469 sec): 34 clusters Score: Raw -99968646.219516 + Penalty 72694.960115 = -99895951.259402 nChanged 194 Iteration 235Q (8802.581063 sec): 34 clusters Score: Raw -99968653.380622 + Penalty 72694.960115 = -99895958.420507 nChanged 172 Iteration 236Q (8809.639713 sec): 34 clusters Score: Raw -99968660.899936 + Penalty 72694.960115 = -99895965.939821 nChanged 192 Iteration 237Q (8816.718520 sec): 34 clusters Score: Raw -99968668.018647 + Penalty 72694.960115 = -99895973.058533 nChanged 185 Iteration 238Q (8823.803577 sec): 34 clusters Score: Raw -99968673.894283 + Penalty 72694.960115 = -99895978.934168 nChanged 178 Iteration 239Q (8830.878175 sec): 34 clusters Score: Raw -99968679.069081 + Penalty 72694.960115 = -99895984.108966 nChanged 177 Iteration 240F (8845.807929 sec): 34 clusters Score: Raw -99968685.298121 + Penalty 72694.960115 = -99895990.338006 nChanged 182 Iteration 241Q (8852.895045 sec): 34 clusters Score: Raw -99968695.437861 + Penalty 72694.960115 = -99896000.477747 nChanged 175 Iteration 242Q (8859.967132 sec): 34 clusters Score: Raw -99968703.601081 + Penalty 72694.960115 = -99896008.640966 nChanged 162 Iteration 243Q (8867.080102 sec): 34 clusters Score: Raw -99968711.123193 + Penalty 72694.960115 = -99896016.163078 nChanged 161 Iteration 244Q (8874.147131 sec): 34 clusters Score: Raw -99968717.845152 + Penalty 72694.960115 = -99896022.885038 nChanged 142 Iteration 245Q (8881.224030 sec): 34 clusters Score: Raw -99968724.653700 + Penalty 72694.960115 = -99896029.693585 nChanged 136 Iteration 246Q (8888.286799 sec): 34 clusters Score: Raw -99968731.354509 + Penalty 72694.960115 = -99896036.394395 nChanged 147 Iteration 247Q (8895.370533 sec): 34 clusters Score: Raw -99968738.055388 + Penalty 72694.960115 = -99896043.095273 nChanged 138 Iteration 248Q (8902.440714 sec): 34 clusters Score: Raw -99968744.091816 + Penalty 72694.960115 = -99896049.131702 nChanged 126 Iteration 249Q (8909.544623 sec): 34 clusters Score: Raw -99968748.828186 + Penalty 72694.960115 = -99896053.868071 nChanged 131 Iteration 250Q (8916.606532 sec): 34 clusters Score: Raw -99968754.225891 + Penalty 72694.960115 = -99896059.265777 nChanged 122 Iteration 251Q (8923.706335 sec): 34 clusters Score: Raw -99968758.809903 + Penalty 72694.960115 = -99896063.849788 nChanged 127 Iteration 252Q (8930.773985 sec): 34 clusters Score: Raw -99968763.355494 + Penalty 72694.960115 = -99896068.395380 nChanged 118 Iteration 253Q (8937.857357 sec): 34 clusters Score: Raw -99968767.410371 + Penalty 72694.960115 = -99896072.450256 nChanged 102 Iteration 254Q (8944.917458 sec): 34 clusters Score: Raw -99968770.795936 + Penalty 72694.960115 = -99896075.835821 nChanged 106 Iteration 255Q (8951.995063 sec): 34 clusters Score: Raw -99968774.161742 + Penalty 72694.960115 = -99896079.201628 nChanged 117 Iteration 256Q (8959.068435 sec): 34 clusters Score: Raw -99968777.912114 + Penalty 72694.960115 = -99896082.952000 nChanged 101 Iteration 257Q (8966.143576 sec): 34 clusters Score: Raw -99968781.208837 + Penalty 72694.960115 = -99896086.248723 nChanged 98 Iteration 258Q (8973.228120 sec): 34 clusters Score: Raw -99968784.496870 + Penalty 72694.960115 = -99896089.536756 nChanged 112 Writing temp clu file Because OldScore, -99896086.248723, is greater than current (better) Score,-99896089.536756 Compute initial score before splitting: Score: Raw -99968784.496870 + Penalty 72694.960115 = -99896089.536756 Trying to split cluster 1 (4667 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8973.387659 sec): 2 clusters Score: Raw -621004.868750 + Penalty 1372.844159 = -619632.024591 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8973.408538 sec): 3 clusters Score: Raw -618604.087658 + Penalty 2745.688317 = -615858.399340 nChanged 1846 SP:Iteration 1F (8973.428616 sec): 3 clusters Score: Raw -619655.688043 + Penalty 2745.688317 = -616909.999726 nChanged 373 SP:Iteration 2F (8973.448744 sec): 3 clusters Score: Raw -619887.982748 + Penalty 2745.688317 = -617142.294431 nChanged 276 SP:Iteration 3F (8973.468989 sec): 3 clusters Score: Raw -620060.298953 + Penalty 2745.688317 = -617314.610636 nChanged 203 SP:Iteration 4Q (8973.489319 sec): 3 clusters Score: Raw -620176.269171 + Penalty 2745.688317 = -617430.580854 nChanged 163 SP:Iteration 5Q (8973.509644 sec): 3 clusters Score: Raw -620252.240292 + Penalty 2745.688317 = -617506.551974 nChanged 133 SP:Iteration 6Q (8973.529667 sec): 3 clusters Score: Raw -620320.169438 + Penalty 2745.688317 = -617574.481121 nChanged 121 SP:Iteration 7Q (8973.549896 sec): 3 clusters Score: Raw -620376.568810 + Penalty 2745.688317 = -617630.880492 nChanged 111 SP:Iteration 8Q (8973.570210 sec): 3 clusters Score: Raw -620430.274180 + Penalty 2745.688317 = -617684.585862 nChanged 113 SP:Iteration 9Q (8973.590175 sec): 3 clusters Score: Raw -620490.716493 + Penalty 2745.688317 = -617745.028176 nChanged 115 SP:Iteration 10Q (8973.658433 sec): 3 clusters Score: Raw -620549.863497 + Penalty 2745.688317 = -617804.175180 nChanged 108 SP:Iteration 11Q (8973.704189 sec): 3 clusters Score: Raw -620604.742267 + Penalty 2745.688317 = -617859.053949 nChanged 108 SP:Iteration 12Q (8973.733670 sec): 3 clusters Score: Raw -620648.695477 + Penalty 2745.688317 = -617903.007159 nChanged 95 SP:Iteration 13Q (8973.753760 sec): 3 clusters Score: Raw -620692.097899 + Penalty 2745.688317 = -617946.409581 nChanged 96 SP:Iteration 14Q (8973.773900 sec): 3 clusters Score: Raw -620740.048316 + Penalty 2745.688317 = -617994.359998 nChanged 84 SP:Iteration 15Q (8973.793950 sec): 3 clusters Score: Raw -620782.096282 + Penalty 2745.688317 = -618036.407965 nChanged 81 SP:Iteration 16Q (8973.813933 sec): 3 clusters Score: Raw -620819.726140 + Penalty 2745.688317 = -618074.037823 nChanged 79 SP:Iteration 17Q (8973.833805 sec): 3 clusters Score: Raw -620859.447464 + Penalty 2745.688317 = -618113.759146 nChanged 67 SP:Iteration 18Q (8973.853628 sec): 3 clusters Score: Raw -620894.925154 + Penalty 2745.688317 = -618149.236837 nChanged 63 SP:Iteration 19Q (8973.873203 sec): 3 clusters Score: Raw -620926.915598 + Penalty 2745.688317 = -618181.227280 nChanged 56 SP:Iteration 20F (8973.893528 sec): 3 clusters Score: Raw -620956.954960 + Penalty 2745.688317 = -618211.266642 nChanged 49 SP:Iteration 21Q (8973.912996 sec): 3 clusters Score: Raw -620978.664798 + Penalty 2745.688317 = -618232.976481 nChanged 35 SP:Iteration 22Q (8973.932427 sec): 3 clusters Score: Raw -620996.325195 + Penalty 2745.688317 = -618250.636877 nChanged 41 SP:Iteration 23Q (8973.951845 sec): 3 clusters Score: Raw -621017.595449 + Penalty 2745.688317 = -618271.907132 nChanged 35 SP:Iteration 24Q (8973.971324 sec): 3 clusters Score: Raw -621034.657030 + Penalty 2745.688317 = -618288.968713 nChanged 36 SP:Iteration 25Q (8973.990846 sec): 3 clusters Score: Raw -621055.691176 + Penalty 2745.688317 = -618310.002858 nChanged 26 SP:Iteration 26Q (8974.009981 sec): 3 clusters Score: Raw -621070.974504 + Penalty 2745.688317 = -618325.286187 nChanged 26 SP:Iteration 27Q (8974.032146 sec): 3 clusters Score: Raw -621085.379161 + Penalty 2745.688317 = -618339.690843 nChanged 30 SP:Iteration 28Q (8974.051531 sec): 3 clusters Score: Raw -621101.518053 + Penalty 2745.688317 = -618355.829735 nChanged 30 SP:Iteration 29Q (8974.070983 sec): 3 clusters Score: Raw -621119.543192 + Penalty 2745.688317 = -618373.854874 nChanged 15 SP:Iteration 30Q (8974.090254 sec): 3 clusters Score: Raw -621127.833660 + Penalty 2745.688317 = -618382.145343 nChanged 13 SP:Iteration 31Q (8974.109462 sec): 3 clusters Score: Raw -621135.240848 + Penalty 2745.688317 = -618389.552530 nChanged 24 SP:Iteration 32Q (8974.128764 sec): 3 clusters Score: Raw -621150.467427 + Penalty 2745.688317 = -618404.779109 nChanged 23 SP:Iteration 33Q (8974.147590 sec): 3 clusters Score: Raw -621165.953808 + Penalty 2745.688317 = -618420.265491 nChanged 18 SP:Iteration 34Q (8974.166743 sec): 3 clusters Score: Raw -621175.519581 + Penalty 2745.688317 = -618429.831263 nChanged 13 SP:Iteration 35Q (8974.185815 sec): 3 clusters Score: Raw -621180.800150 + Penalty 2745.688317 = -618435.111833 nChanged 11 SP:Iteration 36Q (8974.204766 sec): 3 clusters Score: Raw -621185.803781 + Penalty 2745.688317 = -618440.115463 nChanged 12 SP:Iteration 37Q (8974.223799 sec): 3 clusters Score: Raw -621193.387024 + Penalty 2745.688317 = -618447.698707 nChanged 3 SP:Iteration 38Q (8974.243063 sec): 3 clusters Score: Raw -621194.463347 + Penalty 2745.688317 = -618448.775029 nChanged 4 SP:Iteration 39Q (8974.262033 sec): 3 clusters Score: Raw -621196.928299 + Penalty 2745.688317 = -618451.239981 nChanged 7 SP:Iteration 40F (8974.282223 sec): 3 clusters Score: Raw -621201.847831 + Penalty 2745.688317 = -618456.159514 nChanged 9 SP:Iteration 41Q (8974.301119 sec): 3 clusters Score: Raw -621207.150172 + Penalty 2745.688317 = -618461.461855 nChanged 7 SP:Iteration 42Q (8974.320182 sec): 3 clusters Score: Raw -621210.164085 + Penalty 2745.688317 = -618464.475767 nChanged 1 SP:Iteration 43Q (8974.339348 sec): 3 clusters Score: Raw -621210.570603 + Penalty 2745.688317 = -618464.882286 nChanged 1 SP:Iteration 44Q (8974.358470 sec): 3 clusters Score: Raw -621211.272102 + Penalty 2745.688317 = -618465.583784 nChanged 0 SP:Iteration 45F (8974.378652 sec): 3 clusters Score: Raw -621211.272102 + Penalty 2745.688317 = -618465.583784 nChanged 0 Trying to split cluster 2 (7302 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8974.399854 sec): 2 clusters Score: Raw -934426.051595 + Penalty 1445.584329 = -932980.467266 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8974.424199 sec): 3 clusters Score: Raw -930385.623793 + Penalty 2891.168658 = -927494.455136 nChanged 3083 SP:Iteration 1F (8974.448120 sec): 3 clusters Score: Raw -932127.760356 + Penalty 2891.168658 = -929236.591698 nChanged 515 SP:Iteration 2F (8974.472170 sec): 3 clusters Score: Raw -932391.796159 + Penalty 2891.168658 = -929500.627501 nChanged 406 SP:Iteration 3F (8974.495914 sec): 3 clusters Score: Raw -932588.801412 + Penalty 2891.168658 = -929697.632754 nChanged 312 SP:Iteration 4Q (8974.520275 sec): 3 clusters Score: Raw -932707.044969 + Penalty 2891.168658 = -929815.876312 nChanged 255 SP:Iteration 5Q (8974.544250 sec): 3 clusters Score: Raw -932820.296124 + Penalty 2891.168658 = -929929.127466 nChanged 264 SP:Iteration 6Q (8974.568278 sec): 3 clusters Score: Raw -932942.088149 + Penalty 2891.168658 = -930050.919492 nChanged 235 SP:Iteration 7Q (8974.592093 sec): 3 clusters Score: Raw -933056.027915 + Penalty 2891.168658 = -930164.859257 nChanged 250 SP:Iteration 8Q (8974.616318 sec): 3 clusters Score: Raw -933175.792151 + Penalty 2891.168658 = -930284.623493 nChanged 241 SP:Iteration 9Q (8974.640289 sec): 3 clusters Score: Raw -933299.317035 + Penalty 2891.168658 = -930408.148377 nChanged 224 SP:Iteration 10Q (8974.664295 sec): 3 clusters Score: Raw -933418.619931 + Penalty 2891.168658 = -930527.451273 nChanged 224 SP:Iteration 11Q (8974.688339 sec): 3 clusters Score: Raw -933555.310829 + Penalty 2891.168658 = -930664.142172 nChanged 246 SP:Iteration 12Q (8974.712222 sec): 3 clusters Score: Raw -933700.781781 + Penalty 2891.168658 = -930809.613123 nChanged 241 SP:Iteration 13Q (8974.735933 sec): 3 clusters Score: Raw -933833.111483 + Penalty 2891.168658 = -930941.942825 nChanged 211 SP:Iteration 14Q (8974.759602 sec): 3 clusters Score: Raw -933958.236646 + Penalty 2891.168658 = -931067.067988 nChanged 215 SP:Iteration 15Q (8974.783269 sec): 3 clusters Score: Raw -934086.096387 + Penalty 2891.168658 = -931194.927729 nChanged 171 SP:Iteration 16Q (8974.806817 sec): 3 clusters Score: Raw -934175.129148 + Penalty 2891.168658 = -931283.960490 nChanged 149 SP:Iteration 17Q (8974.830202 sec): 3 clusters Score: Raw -934245.165614 + Penalty 2891.168658 = -931353.996957 nChanged 132 SP:Iteration 18Q (8974.853650 sec): 3 clusters Score: Raw -934300.063820 + Penalty 2891.168658 = -931408.895162 nChanged 104 SP:Iteration 19Q (8974.876867 sec): 3 clusters Score: Raw -934339.083430 + Penalty 2891.168658 = -931447.914772 nChanged 89 SP:Iteration 20F (8974.900719 sec): 3 clusters Score: Raw -934374.570940 + Penalty 2891.168658 = -931483.402282 nChanged 80 SP:Iteration 21Q (8974.923979 sec): 3 clusters Score: Raw -934402.634531 + Penalty 2891.168658 = -931511.465873 nChanged 76 SP:Iteration 22Q (8974.947326 sec): 3 clusters Score: Raw -934428.314717 + Penalty 2891.168658 = -931537.146059 nChanged 65 SP:Iteration 23Q (8974.970726 sec): 3 clusters Score: Raw -934448.226571 + Penalty 2891.168658 = -931557.057913 nChanged 65 SP:Iteration 24Q (8974.993608 sec): 3 clusters Score: Raw -934466.542759 + Penalty 2891.168658 = -931575.374102 nChanged 61 SP:Iteration 25Q (8975.016751 sec): 3 clusters Score: Raw -934486.569907 + Penalty 2891.168658 = -931595.401249 nChanged 59 SP:Iteration 26Q (8975.039573 sec): 3 clusters Score: Raw -934505.418022 + Penalty 2891.168658 = -931614.249364 nChanged 57 SP:Iteration 27Q (8975.062631 sec): 3 clusters Score: Raw -934524.597401 + Penalty 2891.168658 = -931633.428743 nChanged 59 SP:Iteration 28Q (8975.085617 sec): 3 clusters Score: Raw -934547.334953 + Penalty 2891.168658 = -931656.166296 nChanged 76 SP:Iteration 29Q (8975.108424 sec): 3 clusters Score: Raw -934576.360771 + Penalty 2891.168658 = -931685.192114 nChanged 75 SP:Iteration 30Q (8975.131476 sec): 3 clusters Score: Raw -934605.674865 + Penalty 2891.168658 = -931714.506207 nChanged 82 SP:Iteration 31Q (8975.154624 sec): 3 clusters Score: Raw -934638.609731 + Penalty 2891.168658 = -931747.441073 nChanged 86 SP:Iteration 32Q (8975.177410 sec): 3 clusters Score: Raw -934674.642132 + Penalty 2891.168658 = -931783.473475 nChanged 76 SP:Iteration 33Q (8975.200235 sec): 3 clusters Score: Raw -934711.025314 + Penalty 2891.168658 = -931819.856657 nChanged 93 SP:Iteration 34Q (8975.222992 sec): 3 clusters Score: Raw -934756.904791 + Penalty 2891.168658 = -931865.736133 nChanged 85 SP:Iteration 35Q (8975.245820 sec): 3 clusters Score: Raw -934792.675997 + Penalty 2891.168658 = -931901.507340 nChanged 82 SP:Iteration 36Q (8975.268308 sec): 3 clusters Score: Raw -934833.355954 + Penalty 2891.168658 = -931942.187296 nChanged 77 SP:Iteration 37Q (8975.291100 sec): 3 clusters Score: Raw -934874.786917 + Penalty 2891.168658 = -931983.618259 nChanged 79 SP:Iteration 38Q (8975.313405 sec): 3 clusters Score: Raw -934913.471181 + Penalty 2891.168658 = -932022.302524 nChanged 68 SP:Iteration 39Q (8975.335964 sec): 3 clusters Score: Raw -934947.127458 + Penalty 2891.168658 = -932055.958800 nChanged 68 SP:Iteration 40F (8975.359922 sec): 3 clusters Score: Raw -934976.864327 + Penalty 2891.168658 = -932085.695669 nChanged 45 SP:Iteration 41Q (8975.382113 sec): 3 clusters Score: Raw -934992.735575 + Penalty 2891.168658 = -932101.566917 nChanged 39 SP:Iteration 42Q (8975.404298 sec): 3 clusters Score: Raw -935006.102942 + Penalty 2891.168658 = -932114.934284 nChanged 29 SP:Iteration 43Q (8975.426453 sec): 3 clusters Score: Raw -935016.440449 + Penalty 2891.168658 = -932125.271791 nChanged 22 SP:Iteration 44Q (8975.448565 sec): 3 clusters Score: Raw -935023.486807 + Penalty 2891.168658 = -932132.318149 nChanged 22 SP:Iteration 45Q (8975.471197 sec): 3 clusters Score: Raw -935031.212166 + Penalty 2891.168658 = -932140.043509 nChanged 22 SP:Iteration 46Q (8975.493464 sec): 3 clusters Score: Raw -935039.222557 + Penalty 2891.168658 = -932148.053899 nChanged 18 SP:Iteration 47Q (8975.515998 sec): 3 clusters Score: Raw -935044.386947 + Penalty 2891.168658 = -932153.218289 nChanged 18 SP:Iteration 48Q (8975.538411 sec): 3 clusters Score: Raw -935052.654653 + Penalty 2891.168658 = -932161.485995 nChanged 14 SP:Iteration 49Q (8975.560631 sec): 3 clusters Score: Raw -935056.681288 + Penalty 2891.168658 = -932165.512630 nChanged 8 SP:Iteration 50Q (8975.582838 sec): 3 clusters Score: Raw -935058.491514 + Penalty 2891.168658 = -932167.322856 nChanged 10 SP:Iteration 51Q (8975.604979 sec): 3 clusters Score: Raw -935062.421982 + Penalty 2891.168658 = -932171.253324 nChanged 8 SP:Iteration 52Q (8975.627227 sec): 3 clusters Score: Raw -935065.858477 + Penalty 2891.168658 = -932174.689820 nChanged 9 SP:Iteration 53Q (8975.649332 sec): 3 clusters Score: Raw -935068.812507 + Penalty 2891.168658 = -932177.643850 nChanged 10 SP:Iteration 54Q (8975.671366 sec): 3 clusters Score: Raw -935072.282434 + Penalty 2891.168658 = -932181.113776 nChanged 11 SP:Iteration 55Q (8975.693408 sec): 3 clusters Score: Raw -935075.735233 + Penalty 2891.168658 = -932184.566575 nChanged 9 SP:Iteration 56Q (8975.715802 sec): 3 clusters Score: Raw -935078.959498 + Penalty 2891.168658 = -932187.790840 nChanged 10 SP:Iteration 57Q (8975.738193 sec): 3 clusters Score: Raw -935081.943999 + Penalty 2891.168658 = -932190.775341 nChanged 8 SP:Iteration 58Q (8975.760607 sec): 3 clusters Score: Raw -935085.909967 + Penalty 2891.168658 = -932194.741309 nChanged 8 SP:Iteration 59Q (8975.782975 sec): 3 clusters Score: Raw -935088.976786 + Penalty 2891.168658 = -932197.808128 nChanged 7 SP:Iteration 60F (8975.806946 sec): 3 clusters Score: Raw -935091.085087 + Penalty 2891.168658 = -932199.916429 nChanged 5 SP:Iteration 61Q (8975.829090 sec): 3 clusters Score: Raw -935093.880684 + Penalty 2891.168658 = -932202.712027 nChanged 4 SP:Iteration 62Q (8975.851184 sec): 3 clusters Score: Raw -935095.356152 + Penalty 2891.168658 = -932204.187494 nChanged 6 SP:Iteration 63Q (8975.873156 sec): 3 clusters Score: Raw -935097.330190 + Penalty 2891.168658 = -932206.161532 nChanged 5 SP:Iteration 64Q (8975.895095 sec): 3 clusters Score: Raw -935099.193864 + Penalty 2891.168658 = -932208.025206 nChanged 2 SP:Iteration 65Q (8975.917434 sec): 3 clusters Score: Raw -935099.926113 + Penalty 2891.168658 = -932208.757456 nChanged 7 SP:Iteration 66Q (8975.939709 sec): 3 clusters Score: Raw -935102.044563 + Penalty 2891.168658 = -932210.875905 nChanged 7 SP:Iteration 67Q (8975.961980 sec): 3 clusters Score: Raw -935104.432007 + Penalty 2891.168658 = -932213.263349 nChanged 7 SP:Iteration 68Q (8975.984293 sec): 3 clusters Score: Raw -935106.167393 + Penalty 2891.168658 = -932214.998735 nChanged 5 SP:Iteration 69Q (8976.006240 sec): 3 clusters Score: Raw -935107.609505 + Penalty 2891.168658 = -932216.440848 nChanged 6 SP:Iteration 70Q (8976.028224 sec): 3 clusters Score: Raw -935109.229962 + Penalty 2891.168658 = -932218.061305 nChanged 5 SP:Iteration 71Q (8976.050232 sec): 3 clusters Score: Raw -935110.875105 + Penalty 2891.168658 = -932219.706447 nChanged 4 SP:Iteration 72Q (8976.072491 sec): 3 clusters Score: Raw -935111.854766 + Penalty 2891.168658 = -932220.686109 nChanged 1 SP:Iteration 73Q (8976.094565 sec): 3 clusters Score: Raw -935112.170588 + Penalty 2891.168658 = -932221.001930 nChanged 0 SP:Iteration 74F (8976.118201 sec): 3 clusters Score: Raw -935112.170588 + Penalty 2891.168658 = -932221.001930 nChanged 0 Trying to split cluster 3 (11096 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8976.142890 sec): 2 clusters Score: Raw -1504431.955540 + Penalty 1513.580244 = -1502918.375297 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8976.172934 sec): 3 clusters Score: Raw -1498103.800535 + Penalty 3027.160488 = -1495076.640047 nChanged 4807 SP:Iteration 1F (8976.201841 sec): 3 clusters Score: Raw -1500738.584310 + Penalty 3027.160488 = -1497711.423822 nChanged 577 SP:Iteration 2F (8976.230636 sec): 3 clusters Score: Raw -1500943.811637 + Penalty 3027.160488 = -1497916.651150 nChanged 489 SP:Iteration 3Q (8976.260082 sec): 3 clusters Score: Raw -1501103.061344 + Penalty 3027.160488 = -1498075.900857 nChanged 389 SP:Iteration 4Q (8976.289250 sec): 3 clusters Score: Raw -1501241.983191 + Penalty 3027.160488 = -1498214.822703 nChanged 367 SP:Iteration 5Q (8976.318251 sec): 3 clusters Score: Raw -1501428.646971 + Penalty 3027.160488 = -1498401.486483 nChanged 422 SP:Iteration 6Q (8976.347372 sec): 3 clusters Score: Raw -1501668.211064 + Penalty 3027.160488 = -1498641.050577 nChanged 445 SP:Iteration 7Q (8976.376357 sec): 3 clusters Score: Raw -1501905.061135 + Penalty 3027.160488 = -1498877.900648 nChanged 405 SP:Iteration 8Q (8976.405371 sec): 3 clusters Score: Raw -1502101.823671 + Penalty 3027.160488 = -1499074.663183 nChanged 399 SP:Iteration 9Q (8976.434358 sec): 3 clusters Score: Raw -1502305.582130 + Penalty 3027.160488 = -1499278.421643 nChanged 426 SP:Iteration 10Q (8976.463302 sec): 3 clusters Score: Raw -1502515.018896 + Penalty 3027.160488 = -1499487.858408 nChanged 410 SP:Iteration 11Q (8976.492244 sec): 3 clusters Score: Raw -1502694.626791 + Penalty 3027.160488 = -1499667.466303 nChanged 365 SP:Iteration 12Q (8976.521020 sec): 3 clusters Score: Raw -1502865.697160 + Penalty 3027.160488 = -1499838.536672 nChanged 373 SP:Iteration 13Q (8976.549808 sec): 3 clusters Score: Raw -1503043.248058 + Penalty 3027.160488 = -1500016.087570 nChanged 350 SP:Iteration 14Q (8976.578508 sec): 3 clusters Score: Raw -1503203.565215 + Penalty 3027.160488 = -1500176.404727 nChanged 353 SP:Iteration 15Q (8976.607255 sec): 3 clusters Score: Raw -1503367.344749 + Penalty 3027.160488 = -1500340.184261 nChanged 331 SP:Iteration 16Q (8976.635873 sec): 3 clusters Score: Raw -1503498.433272 + Penalty 3027.160488 = -1500471.272784 nChanged 264 SP:Iteration 17Q (8976.664570 sec): 3 clusters Score: Raw -1503607.748870 + Penalty 3027.160488 = -1500580.588382 nChanged 223 SP:Iteration 18Q (8976.693050 sec): 3 clusters Score: Raw -1503689.434155 + Penalty 3027.160488 = -1500662.273667 nChanged 195 SP:Iteration 19Q (8976.721418 sec): 3 clusters Score: Raw -1503748.635016 + Penalty 3027.160488 = -1500721.474528 nChanged 164 SP:Iteration 20F (8976.750285 sec): 3 clusters Score: Raw -1503803.100431 + Penalty 3027.160488 = -1500775.939943 nChanged 164 SP:Iteration 21Q (8976.778771 sec): 3 clusters Score: Raw -1503858.380384 + Penalty 3027.160488 = -1500831.219896 nChanged 156 SP:Iteration 22Q (8976.807209 sec): 3 clusters Score: Raw -1503914.650995 + Penalty 3027.160488 = -1500887.490507 nChanged 180 SP:Iteration 23Q (8976.835478 sec): 3 clusters Score: Raw -1503979.837652 + Penalty 3027.160488 = -1500952.677165 nChanged 163 SP:Iteration 24Q (8976.863864 sec): 3 clusters Score: Raw -1504036.446691 + Penalty 3027.160488 = -1501009.286203 nChanged 172 SP:Iteration 25Q (8976.891925 sec): 3 clusters Score: Raw -1504099.411298 + Penalty 3027.160488 = -1501072.250810 nChanged 157 SP:Iteration 26Q (8976.920117 sec): 3 clusters Score: Raw -1504154.246315 + Penalty 3027.160488 = -1501127.085827 nChanged 166 SP:Iteration 27Q (8976.948291 sec): 3 clusters Score: Raw -1504217.283546 + Penalty 3027.160488 = -1501190.123059 nChanged 173 SP:Iteration 28Q (8976.976130 sec): 3 clusters Score: Raw -1504289.969809 + Penalty 3027.160488 = -1501262.809321 nChanged 152 SP:Iteration 29Q (8977.004184 sec): 3 clusters Score: Raw -1504338.940854 + Penalty 3027.160488 = -1501311.780366 nChanged 124 SP:Iteration 30Q (8977.031980 sec): 3 clusters Score: Raw -1504377.549769 + Penalty 3027.160488 = -1501350.389281 nChanged 94 SP:Iteration 31Q (8977.059651 sec): 3 clusters Score: Raw -1504403.816038 + Penalty 3027.160488 = -1501376.655550 nChanged 97 SP:Iteration 32Q (8977.087304 sec): 3 clusters Score: Raw -1504429.778428 + Penalty 3027.160488 = -1501402.617940 nChanged 84 SP:Iteration 33Q (8977.114848 sec): 3 clusters Score: Raw -1504450.294494 + Penalty 3027.160488 = -1501423.134007 nChanged 91 SP:Iteration 34Q (8977.142512 sec): 3 clusters Score: Raw -1504475.251394 + Penalty 3027.160488 = -1501448.090906 nChanged 81 SP:Iteration 35Q (8977.169927 sec): 3 clusters Score: Raw -1504498.940091 + Penalty 3027.160488 = -1501471.779603 nChanged 79 SP:Iteration 36Q (8977.197557 sec): 3 clusters Score: Raw -1504524.008064 + Penalty 3027.160488 = -1501496.847576 nChanged 78 SP:Iteration 37Q (8977.225010 sec): 3 clusters Score: Raw -1504544.781166 + Penalty 3027.160488 = -1501517.620678 nChanged 69 SP:Iteration 38Q (8977.252372 sec): 3 clusters Score: Raw -1504561.676208 + Penalty 3027.160488 = -1501534.515721 nChanged 63 SP:Iteration 39Q (8977.279677 sec): 3 clusters Score: Raw -1504576.134894 + Penalty 3027.160488 = -1501548.974407 nChanged 54 SP:Iteration 40F (8977.308719 sec): 3 clusters Score: Raw -1504589.854715 + Penalty 3027.160488 = -1501562.694227 nChanged 60 SP:Iteration 41Q (8977.336266 sec): 3 clusters Score: Raw -1504605.798502 + Penalty 3027.160488 = -1501578.638014 nChanged 60 SP:Iteration 42Q (8977.363579 sec): 3 clusters Score: Raw -1504622.125294 + Penalty 3027.160488 = -1501594.964807 nChanged 72 SP:Iteration 43Q (8977.391018 sec): 3 clusters Score: Raw -1504644.638079 + Penalty 3027.160488 = -1501617.477592 nChanged 64 SP:Iteration 44Q (8977.418357 sec): 3 clusters Score: Raw -1504663.960130 + Penalty 3027.160488 = -1501636.799642 nChanged 67 SP:Iteration 45Q (8977.445517 sec): 3 clusters Score: Raw -1504680.563638 + Penalty 3027.160488 = -1501653.403150 nChanged 48 SP:Iteration 46Q (8977.472863 sec): 3 clusters Score: Raw -1504690.697411 + Penalty 3027.160488 = -1501663.536923 nChanged 41 SP:Iteration 47Q (8977.500181 sec): 3 clusters Score: Raw -1504702.845000 + Penalty 3027.160488 = -1501675.684512 nChanged 48 SP:Iteration 48Q (8977.527313 sec): 3 clusters Score: Raw -1504716.965872 + Penalty 3027.160488 = -1501689.805384 nChanged 47 SP:Iteration 49Q (8977.554393 sec): 3 clusters Score: Raw -1504732.691268 + Penalty 3027.160488 = -1501705.530780 nChanged 55 SP:Iteration 50Q (8977.581430 sec): 3 clusters Score: Raw -1504756.859155 + Penalty 3027.160488 = -1501729.698668 nChanged 69 SP:Iteration 51Q (8977.608477 sec): 3 clusters Score: Raw -1504789.635134 + Penalty 3027.160488 = -1501762.474647 nChanged 96 SP:Iteration 52Q (8977.635697 sec): 3 clusters Score: Raw -1504841.414695 + Penalty 3027.160488 = -1501814.254207 nChanged 95 SP:Iteration 53Q (8977.662950 sec): 3 clusters Score: Raw -1504886.092489 + Penalty 3027.160488 = -1501858.932002 nChanged 85 SP:Iteration 54Q (8977.689771 sec): 3 clusters Score: Raw -1504918.895861 + Penalty 3027.160488 = -1501891.735374 nChanged 61 SP:Iteration 55Q (8977.716400 sec): 3 clusters Score: Raw -1504944.512823 + Penalty 3027.160488 = -1501917.352335 nChanged 61 SP:Iteration 56Q (8977.743215 sec): 3 clusters Score: Raw -1504972.700670 + Penalty 3027.160488 = -1501945.540182 nChanged 62 SP:Iteration 57Q (8977.769774 sec): 3 clusters Score: Raw -1505000.817524 + Penalty 3027.160488 = -1501973.657037 nChanged 58 SP:Iteration 58Q (8977.832943 sec): 3 clusters Score: Raw -1505029.310720 + Penalty 3027.160488 = -1502002.150233 nChanged 58 SP:Iteration 59Q (8977.895502 sec): 3 clusters Score: Raw -1505060.232785 + Penalty 3027.160488 = -1502033.072297 nChanged 55 SP:Iteration 60F (8977.959430 sec): 3 clusters Score: Raw -1505084.891003 + Penalty 3027.160488 = -1502057.730515 nChanged 45 SP:Iteration 61Q (8978.021726 sec): 3 clusters Score: Raw -1505107.770447 + Penalty 3027.160488 = -1502080.609959 nChanged 51 SP:Iteration 62Q (8978.083879 sec): 3 clusters Score: Raw -1505129.523586 + Penalty 3027.160488 = -1502102.363098 nChanged 36 SP:Iteration 63Q (8978.145926 sec): 3 clusters Score: Raw -1505149.947874 + Penalty 3027.160488 = -1502122.787386 nChanged 38 SP:Iteration 64Q (8978.172353 sec): 3 clusters Score: Raw -1505172.385840 + Penalty 3027.160488 = -1502145.225352 nChanged 52 SP:Iteration 65Q (8978.198523 sec): 3 clusters Score: Raw -1505204.459550 + Penalty 3027.160488 = -1502177.299062 nChanged 45 SP:Iteration 66Q (8978.224807 sec): 3 clusters Score: Raw -1505225.774320 + Penalty 3027.160488 = -1502198.613832 nChanged 33 SP:Iteration 67Q (8978.250962 sec): 3 clusters Score: Raw -1505238.388510 + Penalty 3027.160488 = -1502211.228022 nChanged 25 SP:Iteration 68Q (8978.276956 sec): 3 clusters Score: Raw -1505250.058322 + Penalty 3027.160488 = -1502222.897835 nChanged 21 SP:Iteration 69Q (8978.302976 sec): 3 clusters Score: Raw -1505258.542162 + Penalty 3027.160488 = -1502231.381674 nChanged 19 SP:Iteration 70Q (8978.328879 sec): 3 clusters Score: Raw -1505266.817671 + Penalty 3027.160488 = -1502239.657184 nChanged 18 SP:Iteration 71Q (8978.354927 sec): 3 clusters Score: Raw -1505273.731959 + Penalty 3027.160488 = -1502246.571472 nChanged 10 SP:Iteration 72Q (8978.380962 sec): 3 clusters Score: Raw -1505276.457653 + Penalty 3027.160488 = -1502249.297165 nChanged 11 SP:Iteration 73Q (8978.406765 sec): 3 clusters Score: Raw -1505280.998755 + Penalty 3027.160488 = -1502253.838267 nChanged 11 SP:Iteration 74Q (8978.432580 sec): 3 clusters Score: Raw -1505285.552386 + Penalty 3027.160488 = -1502258.391898 nChanged 11 SP:Iteration 75Q (8978.458543 sec): 3 clusters Score: Raw -1505291.253444 + Penalty 3027.160488 = -1502264.092956 nChanged 14 SP:Iteration 76Q (8978.484348 sec): 3 clusters Score: Raw -1505295.187955 + Penalty 3027.160488 = -1502268.027467 nChanged 6 SP:Iteration 77Q (8978.510484 sec): 3 clusters Score: Raw -1505296.714832 + Penalty 3027.160488 = -1502269.554344 nChanged 6 SP:Iteration 78Q (8978.536188 sec): 3 clusters Score: Raw -1505298.422935 + Penalty 3027.160488 = -1502271.262447 nChanged 4 SP:Iteration 79Q (8978.562103 sec): 3 clusters Score: Raw -1505299.009549 + Penalty 3027.160488 = -1502271.849061 nChanged 3 SP:Iteration 80F (8978.591034 sec): 3 clusters Score: Raw -1505299.573777 + Penalty 3027.160488 = -1502272.413289 nChanged 4 SP:Iteration 81Q (8978.616749 sec): 3 clusters Score: Raw -1505300.604485 + Penalty 3027.160488 = -1502273.443997 nChanged 2 SP:Iteration 82Q (8978.642713 sec): 3 clusters Score: Raw -1505300.797194 + Penalty 3027.160488 = -1502273.636706 nChanged 0 SP:Iteration 83F (8978.671654 sec): 3 clusters Score: Raw -1505300.797194 + Penalty 3027.160488 = -1502273.636706 nChanged 0 Trying to split cluster 4 (245119 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (8978.944799 sec): 2 clusters Score: Raw -32806753.651901 + Penalty 2016.543601 = -32804737.108299 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (8979.320927 sec): 3 clusters Score: Raw -32643677.673144 + Penalty 4033.087203 = -32639644.585942 nChanged 118941 SP:Iteration 1F (8979.689855 sec): 3 clusters Score: Raw -32715078.179914 + Penalty 4033.087203 = -32711045.092711 nChanged 7965 SP:Iteration 2Q (8980.088230 sec): 3 clusters Score: Raw -32717177.216131 + Penalty 4033.087203 = -32713144.128928 nChanged 9014 SP:Iteration 3Q (8980.486674 sec): 3 clusters Score: Raw -32720222.929728 + Penalty 4033.087203 = -32716189.842525 nChanged 10822 SP:Iteration 4Q (8980.885140 sec): 3 clusters Score: Raw -32724853.517453 + Penalty 4033.087203 = -32720820.430250 nChanged 13188 SP:Iteration 5F (8981.254333 sec): 3 clusters Score: Raw -32731726.765357 + Penalty 4033.087203 = -32727693.678154 nChanged 15073 SP:Iteration 6F (8981.623651 sec): 3 clusters Score: Raw -32740695.737122 + Penalty 4033.087203 = -32736662.649919 nChanged 15914 SP:Iteration 7F (8981.993105 sec): 3 clusters Score: Raw -32750864.522303 + Penalty 4033.087203 = -32746831.435101 nChanged 15144 SP:Iteration 8F (8982.362089 sec): 3 clusters Score: Raw -32760696.178054 + Penalty 4033.087203 = -32756663.090851 nChanged 12863 SP:Iteration 9F (8982.730912 sec): 3 clusters Score: Raw -32768838.704216 + Penalty 4033.087203 = -32764805.617013 nChanged 10269 SP:Iteration 10Q (8983.120956 sec): 3 clusters Score: Raw -32774564.458489 + Penalty 4033.087203 = -32770531.371286 nChanged 7383 SP:Iteration 11Q (8983.504456 sec): 3 clusters Score: Raw -32777829.382296 + Penalty 4033.087203 = -32773796.295094 nChanged 5419 SP:Iteration 12Q (8983.881965 sec): 3 clusters Score: Raw -32779803.010328 + Penalty 4033.087203 = -32775769.923125 nChanged 4232 SP:Iteration 13Q (8984.255297 sec): 3 clusters Score: Raw -32781191.783050 + Penalty 4033.087203 = -32777158.695847 nChanged 3773 SP:Iteration 14Q (8984.625831 sec): 3 clusters Score: Raw -32782406.530358 + Penalty 4033.087203 = -32778373.443155 nChanged 3679 SP:Iteration 15Q (8984.992803 sec): 3 clusters Score: Raw -32783571.160214 + Penalty 4033.087203 = -32779538.073011 nChanged 3617 SP:Iteration 16Q (8985.362012 sec): 3 clusters Score: Raw -32784709.116682 + Penalty 4033.087203 = -32780676.029479 nChanged 3583 SP:Iteration 17Q (8985.724888 sec): 3 clusters Score: Raw -32785825.588207 + Penalty 4033.087203 = -32781792.501004 nChanged 3459 SP:Iteration 18Q (8986.084075 sec): 3 clusters Score: Raw -32786920.165299 + Penalty 4033.087203 = -32782887.078096 nChanged 3433 SP:Iteration 19Q (8986.440203 sec): 3 clusters Score: Raw -32787991.275009 + Penalty 4033.087203 = -32783958.187806 nChanged 3390 SP:Iteration 20F (8986.809966 sec): 3 clusters Score: Raw -32789072.340715 + Penalty 4033.087203 = -32785039.253512 nChanged 3318 SP:Iteration 21Q (8987.161304 sec): 3 clusters Score: Raw -32790160.240134 + Penalty 4033.087203 = -32786127.152932 nChanged 3289 SP:Iteration 22Q (8987.509430 sec): 3 clusters Score: Raw -32791247.459395 + Penalty 4033.087203 = -32787214.372192 nChanged 3230 SP:Iteration 23Q (8987.854682 sec): 3 clusters Score: Raw -32792304.377304 + Penalty 4033.087203 = -32788271.290101 nChanged 3072 SP:Iteration 24Q (8988.197651 sec): 3 clusters Score: Raw -32793329.864704 + Penalty 4033.087203 = -32789296.777501 nChanged 3061 SP:Iteration 25Q (8988.538133 sec): 3 clusters Score: Raw -32794384.940401 + Penalty 4033.087203 = -32790351.853198 nChanged 2883 SP:Iteration 26Q (8988.875848 sec): 3 clusters Score: Raw -32795388.028227 + Penalty 4033.087203 = -32791354.941024 nChanged 2800 SP:Iteration 27Q (8989.211480 sec): 3 clusters Score: Raw -32796428.602178 + Penalty 4033.087203 = -32792395.514975 nChanged 2723 SP:Iteration 28Q (8989.580105 sec): 3 clusters Score: Raw -32797490.269224 + Penalty 4033.087203 = -32793457.182022 nChanged 2664 SP:Iteration 29Q (8989.945504 sec): 3 clusters Score: Raw -32798601.191704 + Penalty 4033.087203 = -32794568.104501 nChanged 2508 SP:Iteration 30Q (8990.272436 sec): 3 clusters Score: Raw -32799704.634774 + Penalty 4033.087203 = -32795671.547571 nChanged 2352 SP:Iteration 31Q (8990.596263 sec): 3 clusters Score: Raw -32800751.796620 + Penalty 4033.087203 = -32796718.709417 nChanged 2092 SP:Iteration 32Q (8990.917762 sec): 3 clusters Score: Raw -32801665.934260 + Penalty 4033.087203 = -32797632.847057 nChanged 1877 SP:Iteration 33Q (8991.236923 sec): 3 clusters Score: Raw -32802460.550597 + Penalty 4033.087203 = -32798427.463394 nChanged 1687 SP:Iteration 34Q (8991.554036 sec): 3 clusters Score: Raw -32803150.533823 + Penalty 4033.087203 = -32799117.446620 nChanged 1576 SP:Iteration 35Q (8991.868414 sec): 3 clusters Score: Raw -32803812.869258 + Penalty 4033.087203 = -32799779.782055 nChanged 1393 SP:Iteration 36Q (8992.182154 sec): 3 clusters Score: Raw -32804409.646716 + Penalty 4033.087203 = -32800376.559513 nChanged 1236 SP:Iteration 37Q (8992.489545 sec): 3 clusters Score: Raw -32804939.376553 + Penalty 4033.087203 = -32800906.289351 nChanged 1092 SP:Iteration 38Q (8992.795437 sec): 3 clusters Score: Raw -32805418.594317 + Penalty 4033.087203 = -32801385.507114 nChanged 955 SP:Iteration 39Q (8993.099928 sec): 3 clusters Score: Raw -32805833.920484 + Penalty 4033.087203 = -32801800.833281 nChanged 787 SP:Iteration 40F (8993.464886 sec): 3 clusters Score: Raw -32806156.060417 + Penalty 4033.087203 = -32802122.973214 nChanged 596 SP:Iteration 41Q (8993.766745 sec): 3 clusters Score: Raw -32806386.906117 + Penalty 4033.087203 = -32802353.818914 nChanged 478 SP:Iteration 42Q (8994.067665 sec): 3 clusters Score: Raw -32806559.225694 + Penalty 4033.087203 = -32802526.138491 nChanged 353 SP:Iteration 43Q (8994.367833 sec): 3 clusters Score: Raw -32806683.132429 + Penalty 4033.087203 = -32802650.045226 nChanged 302 SP:Iteration 44Q (8994.667507 sec): 3 clusters Score: Raw -32806786.959561 + Penalty 4033.087203 = -32802753.872358 nChanged 263 SP:Iteration 45Q (8994.988106 sec): 3 clusters Score: Raw -32806883.688636 + Penalty 4033.087203 = -32802850.601433 nChanged 212 SP:Iteration 46Q (8995.287020 sec): 3 clusters Score: Raw -32806959.956166 + Penalty 4033.087203 = -32802926.868963 nChanged 175 SP:Iteration 47Q (8995.635530 sec): 3 clusters Score: Raw -32807023.002885 + Penalty 4033.087203 = -32802989.915683 nChanged 148 SP:Iteration 48Q (8995.933475 sec): 3 clusters Score: Raw -32807071.934271 + Penalty 4033.087203 = -32803038.847069 nChanged 112 SP:Iteration 49Q (8996.231229 sec): 3 clusters Score: Raw -32807109.282599 + Penalty 4033.087203 = -32803076.195396 nChanged 91 SP:Iteration 50Q (8996.528993 sec): 3 clusters Score: Raw -32807138.567137 + Penalty 4033.087203 = -32803105.479935 nChanged 83 SP:Iteration 51Q (8996.826513 sec): 3 clusters Score: Raw -32807169.067907 + Penalty 4033.087203 = -32803135.980704 nChanged 76 SP:Iteration 52Q (8997.123930 sec): 3 clusters Score: Raw -32807193.922533 + Penalty 4033.087203 = -32803160.835330 nChanged 70 SP:Iteration 53Q (8997.421103 sec): 3 clusters Score: Raw -32807214.587846 + Penalty 4033.087203 = -32803181.500644 nChanged 44 SP:Iteration 54Q (8997.718215 sec): 3 clusters Score: Raw -32807229.912794 + Penalty 4033.087203 = -32803196.825591 nChanged 45 SP:Iteration 55Q (8998.017370 sec): 3 clusters Score: Raw -32807243.941415 + Penalty 4033.087203 = -32803210.854212 nChanged 33 SP:Iteration 56Q (8998.314439 sec): 3 clusters Score: Raw -32807252.538748 + Penalty 4033.087203 = -32803219.451545 nChanged 31 SP:Iteration 57Q (8998.611414 sec): 3 clusters Score: Raw -32807260.347720 + Penalty 4033.087203 = -32803227.260518 nChanged 30 SP:Iteration 58Q (8998.908423 sec): 3 clusters Score: Raw -32807269.762668 + Penalty 4033.087203 = -32803236.675465 nChanged 26 SP:Iteration 59Q (8999.205410 sec): 3 clusters Score: Raw -32807278.085880 + Penalty 4033.087203 = -32803244.998677 nChanged 22 SP:Iteration 60F (8999.570236 sec): 3 clusters Score: Raw -32807285.379365 + Penalty 4033.087203 = -32803252.292162 nChanged 23 SP:Iteration 61Q (8999.867144 sec): 3 clusters Score: Raw -32807292.301176 + Penalty 4033.087203 = -32803259.213973 nChanged 22 SP:Iteration 62Q (9000.163980 sec): 3 clusters Score: Raw -32807298.456304 + Penalty 4033.087203 = -32803265.369101 nChanged 18 SP:Iteration 63Q (9000.466395 sec): 3 clusters Score: Raw -32807303.478568 + Penalty 4033.087203 = -32803270.391365 nChanged 17 SP:Iteration 64Q (9000.763176 sec): 3 clusters Score: Raw -32807307.813152 + Penalty 4033.087203 = -32803274.725949 nChanged 17 SP:Iteration 65Q (9001.060763 sec): 3 clusters Score: Raw -32807311.733658 + Penalty 4033.087203 = -32803278.646455 nChanged 8 SP:Iteration 66Q (9001.357739 sec): 3 clusters Score: Raw -32807314.054831 + Penalty 4033.087203 = -32803280.967629 nChanged 7 SP:Iteration 67Q (9001.654445 sec): 3 clusters Score: Raw -32807315.377578 + Penalty 4033.087203 = -32803282.290375 nChanged 4 SP:Iteration 68Q (9001.951322 sec): 3 clusters Score: Raw -32807316.212199 + Penalty 4033.087203 = -32803283.124996 nChanged 5 SP:Iteration 69Q (9002.248106 sec): 3 clusters Score: Raw -32807316.994502 + Penalty 4033.087203 = -32803283.907299 nChanged 3 SP:Iteration 70Q (9002.544716 sec): 3 clusters Score: Raw -32807317.608608 + Penalty 4033.087203 = -32803284.521405 nChanged 2 SP:Iteration 71Q (9002.841514 sec): 3 clusters Score: Raw -32807318.004030 + Penalty 4033.087203 = -32803284.916827 nChanged 2 SP:Iteration 72Q (9003.138100 sec): 3 clusters Score: Raw -32807318.261026 + Penalty 4033.087203 = -32803285.173823 nChanged 0 SP:Iteration 73F (9003.502876 sec): 3 clusters Score: Raw -32807318.261026 + Penalty 4033.087203 = -32803285.173823 nChanged 0 Trying to split cluster 5 (45501 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9003.569725 sec): 2 clusters Score: Raw -6062812.260480 + Penalty 1742.892057 = -6061069.368423 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9003.655561 sec): 3 clusters Score: Raw -6034147.769817 + Penalty 3485.784114 = -6030661.985702 nChanged 21225 SP:Iteration 1F (9003.734285 sec): 3 clusters Score: Raw -6046295.711180 + Penalty 3485.784114 = -6042809.927065 nChanged 2204 SP:Iteration 2Q (9003.816359 sec): 3 clusters Score: Raw -6047129.773259 + Penalty 3485.784114 = -6043643.989145 nChanged 2342 SP:Iteration 3F (9003.895626 sec): 3 clusters Score: Raw -6048241.357144 + Penalty 3485.784114 = -6044755.573029 nChanged 2638 SP:Iteration 4F (9003.974191 sec): 3 clusters Score: Raw -6049842.730855 + Penalty 3485.784114 = -6046356.946740 nChanged 2987 SP:Iteration 5F (9004.052727 sec): 3 clusters Score: Raw -6052078.225928 + Penalty 3485.784114 = -6048592.441813 nChanged 3195 SP:Iteration 6F (9004.131315 sec): 3 clusters Score: Raw -6054683.615888 + Penalty 3485.784114 = -6051197.831774 nChanged 2937 SP:Iteration 7F (9004.210137 sec): 3 clusters Score: Raw -6057090.643468 + Penalty 3485.784114 = -6053604.859353 nChanged 2342 SP:Iteration 8F (9004.288977 sec): 3 clusters Score: Raw -6058771.391698 + Penalty 3485.784114 = -6055285.607583 nChanged 1604 SP:Iteration 9Q (9004.367570 sec): 3 clusters Score: Raw -6059753.168941 + Penalty 3485.784114 = -6056267.384826 nChanged 1128 SP:Iteration 10Q (9004.443580 sec): 3 clusters Score: Raw -6060410.585852 + Penalty 3485.784114 = -6056924.801737 nChanged 856 SP:Iteration 11Q (9004.518390 sec): 3 clusters Score: Raw -6061004.606176 + Penalty 3485.784114 = -6057518.822062 nChanged 766 SP:Iteration 12Q (9004.592243 sec): 3 clusters Score: Raw -6061558.872925 + Penalty 3485.784114 = -6058073.088811 nChanged 724 SP:Iteration 13Q (9004.665413 sec): 3 clusters Score: Raw -6062013.603772 + Penalty 3485.784114 = -6058527.819657 nChanged 610 SP:Iteration 14Q (9004.737888 sec): 3 clusters Score: Raw -6062336.133462 + Penalty 3485.784114 = -6058850.349348 nChanged 514 SP:Iteration 15Q (9004.809633 sec): 3 clusters Score: Raw -6062571.828740 + Penalty 3485.784114 = -6059086.044626 nChanged 408 SP:Iteration 16Q (9004.881105 sec): 3 clusters Score: Raw -6062721.325213 + Penalty 3485.784114 = -6059235.541099 nChanged 344 SP:Iteration 17Q (9004.952311 sec): 3 clusters Score: Raw -6062832.693962 + Penalty 3485.784114 = -6059346.909848 nChanged 276 SP:Iteration 18Q (9005.023189 sec): 3 clusters Score: Raw -6062906.441406 + Penalty 3485.784114 = -6059420.657291 nChanged 253 SP:Iteration 19Q (9005.094025 sec): 3 clusters Score: Raw -6062965.069199 + Penalty 3485.784114 = -6059479.285085 nChanged 187 SP:Iteration 20F (9005.172217 sec): 3 clusters Score: Raw -6063002.994485 + Penalty 3485.784114 = -6059517.210370 nChanged 166 SP:Iteration 21Q (9005.243578 sec): 3 clusters Score: Raw -6063034.840110 + Penalty 3485.784114 = -6059549.055996 nChanged 134 SP:Iteration 22Q (9005.314296 sec): 3 clusters Score: Raw -6063055.102549 + Penalty 3485.784114 = -6059569.318434 nChanged 115 SP:Iteration 23Q (9005.384616 sec): 3 clusters Score: Raw -6063072.956915 + Penalty 3485.784114 = -6059587.172800 nChanged 124 SP:Iteration 24Q (9005.455120 sec): 3 clusters Score: Raw -6063089.902445 + Penalty 3485.784114 = -6059604.118331 nChanged 118 SP:Iteration 25Q (9005.525262 sec): 3 clusters Score: Raw -6063107.633058 + Penalty 3485.784114 = -6059621.848943 nChanged 110 SP:Iteration 26Q (9005.595760 sec): 3 clusters Score: Raw -6063124.345334 + Penalty 3485.784114 = -6059638.561219 nChanged 110 SP:Iteration 27Q (9005.665869 sec): 3 clusters Score: Raw -6063140.916052 + Penalty 3485.784114 = -6059655.131937 nChanged 111 SP:Iteration 28Q (9005.735959 sec): 3 clusters Score: Raw -6063156.954579 + Penalty 3485.784114 = -6059671.170465 nChanged 112 SP:Iteration 29Q (9005.805945 sec): 3 clusters Score: Raw -6063174.197564 + Penalty 3485.784114 = -6059688.413450 nChanged 122 SP:Iteration 30Q (9005.875855 sec): 3 clusters Score: Raw -6063195.459064 + Penalty 3485.784114 = -6059709.674950 nChanged 103 SP:Iteration 31Q (9005.945560 sec): 3 clusters Score: Raw -6063212.900271 + Penalty 3485.784114 = -6059727.116157 nChanged 112 SP:Iteration 32Q (9006.015156 sec): 3 clusters Score: Raw -6063229.629460 + Penalty 3485.784114 = -6059743.845345 nChanged 103 SP:Iteration 33Q (9006.084650 sec): 3 clusters Score: Raw -6063243.711615 + Penalty 3485.784114 = -6059757.927501 nChanged 90 SP:Iteration 34Q (9006.154058 sec): 3 clusters Score: Raw -6063255.438129 + Penalty 3485.784114 = -6059769.654015 nChanged 81 SP:Iteration 35Q (9006.223447 sec): 3 clusters Score: Raw -6063266.020001 + Penalty 3485.784114 = -6059780.235886 nChanged 84 SP:Iteration 36Q (9006.292643 sec): 3 clusters Score: Raw -6063278.229034 + Penalty 3485.784114 = -6059792.444919 nChanged 86 SP:Iteration 37Q (9006.361799 sec): 3 clusters Score: Raw -6063293.539123 + Penalty 3485.784114 = -6059807.755008 nChanged 102 SP:Iteration 38Q (9006.430771 sec): 3 clusters Score: Raw -6063310.926326 + Penalty 3485.784114 = -6059825.142212 nChanged 88 SP:Iteration 39Q (9006.499761 sec): 3 clusters Score: Raw -6063327.261640 + Penalty 3485.784114 = -6059841.477526 nChanged 86 SP:Iteration 40F (9006.577933 sec): 3 clusters Score: Raw -6063341.920546 + Penalty 3485.784114 = -6059856.136432 nChanged 74 SP:Iteration 41Q (9006.647606 sec): 3 clusters Score: Raw -6063351.900218 + Penalty 3485.784114 = -6059866.116104 nChanged 63 SP:Iteration 42Q (9006.716431 sec): 3 clusters Score: Raw -6063359.652274 + Penalty 3485.784114 = -6059873.868159 nChanged 64 SP:Iteration 43Q (9006.785379 sec): 3 clusters Score: Raw -6063367.701936 + Penalty 3485.784114 = -6059881.917822 nChanged 58 SP:Iteration 44Q (9006.853978 sec): 3 clusters Score: Raw -6063374.976216 + Penalty 3485.784114 = -6059889.192102 nChanged 50 SP:Iteration 45Q (9006.922452 sec): 3 clusters Score: Raw -6063380.477230 + Penalty 3485.784114 = -6059894.693115 nChanged 44 SP:Iteration 46Q (9006.991172 sec): 3 clusters Score: Raw -6063385.097148 + Penalty 3485.784114 = -6059899.313033 nChanged 36 SP:Iteration 47Q (9007.059760 sec): 3 clusters Score: Raw -6063388.668506 + Penalty 3485.784114 = -6059902.884392 nChanged 38 SP:Iteration 48Q (9007.128239 sec): 3 clusters Score: Raw -6063393.427100 + Penalty 3485.784114 = -6059907.642986 nChanged 42 SP:Iteration 49Q (9007.196832 sec): 3 clusters Score: Raw -6063398.018485 + Penalty 3485.784114 = -6059912.234371 nChanged 40 SP:Iteration 50Q (9007.265368 sec): 3 clusters Score: Raw -6063401.980144 + Penalty 3485.784114 = -6059916.196030 nChanged 30 SP:Iteration 51Q (9007.333732 sec): 3 clusters Score: Raw -6063405.367323 + Penalty 3485.784114 = -6059919.583208 nChanged 40 SP:Iteration 52Q (9007.426101 sec): 3 clusters Score: Raw -6063410.015562 + Penalty 3485.784114 = -6059924.231448 nChanged 47 SP:Iteration 53Q (9007.493902 sec): 3 clusters Score: Raw -6063415.933926 + Penalty 3485.784114 = -6059930.149812 nChanged 37 SP:Iteration 54Q (9007.562171 sec): 3 clusters Score: Raw -6063419.991974 + Penalty 3485.784114 = -6059934.207860 nChanged 38 SP:Iteration 55Q (9007.630342 sec): 3 clusters Score: Raw -6063423.714620 + Penalty 3485.784114 = -6059937.930506 nChanged 34 SP:Iteration 56Q (9007.698548 sec): 3 clusters Score: Raw -6063426.252866 + Penalty 3485.784114 = -6059940.468752 nChanged 21 SP:Iteration 57Q (9007.766627 sec): 3 clusters Score: Raw -6063428.013902 + Penalty 3485.784114 = -6059942.229788 nChanged 16 SP:Iteration 58Q (9007.834801 sec): 3 clusters Score: Raw -6063429.204118 + Penalty 3485.784114 = -6059943.420003 nChanged 16 SP:Iteration 59Q (9007.903023 sec): 3 clusters Score: Raw -6063430.332968 + Penalty 3485.784114 = -6059944.548854 nChanged 15 SP:Iteration 60F (9007.981158 sec): 3 clusters Score: Raw -6063431.265699 + Penalty 3485.784114 = -6059945.481584 nChanged 17 SP:Iteration 61Q (9008.050039 sec): 3 clusters Score: Raw -6063432.398004 + Penalty 3485.784114 = -6059946.613889 nChanged 19 SP:Iteration 62Q (9008.118262 sec): 3 clusters Score: Raw -6063433.863027 + Penalty 3485.784114 = -6059948.078913 nChanged 26 SP:Iteration 63Q (9008.186362 sec): 3 clusters Score: Raw -6063436.146596 + Penalty 3485.784114 = -6059950.362482 nChanged 30 SP:Iteration 64Q (9008.254618 sec): 3 clusters Score: Raw -6063439.924042 + Penalty 3485.784114 = -6059954.139927 nChanged 29 SP:Iteration 65Q (9008.322671 sec): 3 clusters Score: Raw -6063442.891704 + Penalty 3485.784114 = -6059957.107590 nChanged 25 SP:Iteration 66Q (9008.390551 sec): 3 clusters Score: Raw -6063445.129705 + Penalty 3485.784114 = -6059959.345591 nChanged 22 SP:Iteration 67Q (9008.458643 sec): 3 clusters Score: Raw -6063446.811177 + Penalty 3485.784114 = -6059961.027063 nChanged 17 SP:Iteration 68Q (9008.526738 sec): 3 clusters Score: Raw -6063447.971883 + Penalty 3485.784114 = -6059962.187768 nChanged 13 SP:Iteration 69Q (9008.594804 sec): 3 clusters Score: Raw -6063448.923378 + Penalty 3485.784114 = -6059963.139264 nChanged 12 SP:Iteration 70Q (9008.662604 sec): 3 clusters Score: Raw -6063449.929256 + Penalty 3485.784114 = -6059964.145142 nChanged 14 SP:Iteration 71Q (9008.730539 sec): 3 clusters Score: Raw -6063451.424737 + Penalty 3485.784114 = -6059965.640623 nChanged 22 SP:Iteration 72Q (9008.798493 sec): 3 clusters Score: Raw -6063453.312215 + Penalty 3485.784114 = -6059967.528101 nChanged 16 SP:Iteration 73Q (9008.866567 sec): 3 clusters Score: Raw -6063454.330437 + Penalty 3485.784114 = -6059968.546322 nChanged 18 SP:Iteration 74Q (9008.934295 sec): 3 clusters Score: Raw -6063455.694340 + Penalty 3485.784114 = -6059969.910226 nChanged 22 SP:Iteration 75Q (9009.002137 sec): 3 clusters Score: Raw -6063457.516222 + Penalty 3485.784114 = -6059971.732108 nChanged 27 SP:Iteration 76Q (9009.070171 sec): 3 clusters Score: Raw -6063460.368264 + Penalty 3485.784114 = -6059974.584150 nChanged 33 SP:Iteration 77Q (9009.137937 sec): 3 clusters Score: Raw -6063463.597731 + Penalty 3485.784114 = -6059977.813617 nChanged 22 SP:Iteration 78Q (9009.205826 sec): 3 clusters Score: Raw -6063466.044020 + Penalty 3485.784114 = -6059980.259906 nChanged 26 SP:Iteration 79Q (9009.273540 sec): 3 clusters Score: Raw -6063468.461719 + Penalty 3485.784114 = -6059982.677605 nChanged 22 SP:Iteration 80F (9009.351817 sec): 3 clusters Score: Raw -6063470.490961 + Penalty 3485.784114 = -6059984.706847 nChanged 22 SP:Iteration 81Q (9009.420173 sec): 3 clusters Score: Raw -6063472.407818 + Penalty 3485.784114 = -6059986.623704 nChanged 19 SP:Iteration 82Q (9009.488361 sec): 3 clusters Score: Raw -6063473.983322 + Penalty 3485.784114 = -6059988.199208 nChanged 24 SP:Iteration 83Q (9009.555769 sec): 3 clusters Score: Raw -6063475.764770 + Penalty 3485.784114 = -6059989.980656 nChanged 20 SP:Iteration 84Q (9009.623384 sec): 3 clusters Score: Raw -6063477.540699 + Penalty 3485.784114 = -6059991.756585 nChanged 25 SP:Iteration 85Q (9009.691093 sec): 3 clusters Score: Raw -6063479.909789 + Penalty 3485.784114 = -6059994.125674 nChanged 22 SP:Iteration 86Q (9009.758797 sec): 3 clusters Score: Raw -6063481.815748 + Penalty 3485.784114 = -6059996.031634 nChanged 21 SP:Iteration 87Q (9009.826557 sec): 3 clusters Score: Raw -6063483.742179 + Penalty 3485.784114 = -6059997.958065 nChanged 19 SP:Iteration 88Q (9009.894075 sec): 3 clusters Score: Raw -6063486.075791 + Penalty 3485.784114 = -6060000.291677 nChanged 29 SP:Iteration 89Q (9009.961825 sec): 3 clusters Score: Raw -6063490.379302 + Penalty 3485.784114 = -6060004.595188 nChanged 30 SP:Iteration 90Q (9010.029459 sec): 3 clusters Score: Raw -6063494.065172 + Penalty 3485.784114 = -6060008.281058 nChanged 29 SP:Iteration 91Q (9010.097069 sec): 3 clusters Score: Raw -6063496.504084 + Penalty 3485.784114 = -6060010.719970 nChanged 24 SP:Iteration 92Q (9010.164468 sec): 3 clusters Score: Raw -6063498.503349 + Penalty 3485.784114 = -6060012.719234 nChanged 19 SP:Iteration 93Q (9010.231867 sec): 3 clusters Score: Raw -6063500.374684 + Penalty 3485.784114 = -6060014.590569 nChanged 16 SP:Iteration 94Q (9010.299446 sec): 3 clusters Score: Raw -6063501.737693 + Penalty 3485.784114 = -6060015.953578 nChanged 10 SP:Iteration 95Q (9010.366972 sec): 3 clusters Score: Raw -6063502.498664 + Penalty 3485.784114 = -6060016.714549 nChanged 13 SP:Iteration 96Q (9010.434450 sec): 3 clusters Score: Raw -6063503.715317 + Penalty 3485.784114 = -6060017.931203 nChanged 15 SP:Iteration 97Q (9010.501912 sec): 3 clusters Score: Raw -6063505.185803 + Penalty 3485.784114 = -6060019.401689 nChanged 22 SP:Iteration 98Q (9010.569341 sec): 3 clusters Score: Raw -6063507.633585 + Penalty 3485.784114 = -6060021.849470 nChanged 26 SP:Iteration 99Q (9010.636910 sec): 3 clusters Score: Raw -6063509.919307 + Penalty 3485.784114 = -6060024.135193 nChanged 22 SP:Iteration 100F (9010.715018 sec): 3 clusters Score: Raw -6063512.019182 + Penalty 3485.784114 = -6060026.235068 nChanged 18 SP:Iteration 101Q (9010.783168 sec): 3 clusters Score: Raw -6063513.697331 + Penalty 3485.784114 = -6060027.913216 nChanged 10 SP:Iteration 102Q (9010.850548 sec): 3 clusters Score: Raw -6063514.576642 + Penalty 3485.784114 = -6060028.792528 nChanged 11 SP:Iteration 103Q (9010.918311 sec): 3 clusters Score: Raw -6063515.267843 + Penalty 3485.784114 = -6060029.483728 nChanged 5 SP:Iteration 104Q (9010.985722 sec): 3 clusters Score: Raw -6063515.602389 + Penalty 3485.784114 = -6060029.818275 nChanged 7 SP:Iteration 105Q (9011.053184 sec): 3 clusters Score: Raw -6063515.908780 + Penalty 3485.784114 = -6060030.124666 nChanged 8 SP:Iteration 106Q (9011.120374 sec): 3 clusters Score: Raw -6063516.563043 + Penalty 3485.784114 = -6060030.778928 nChanged 11 SP:Iteration 107Q (9011.187909 sec): 3 clusters Score: Raw -6063517.731528 + Penalty 3485.784114 = -6060031.947413 nChanged 10 SP:Iteration 108Q (9011.255056 sec): 3 clusters Score: Raw -6063518.397681 + Penalty 3485.784114 = -6060032.613566 nChanged 6 SP:Iteration 109Q (9011.322473 sec): 3 clusters Score: Raw -6063518.906833 + Penalty 3485.784114 = -6060033.122719 nChanged 4 SP:Iteration 110Q (9011.389926 sec): 3 clusters Score: Raw -6063519.115820 + Penalty 3485.784114 = -6060033.331705 nChanged 1 SP:Iteration 111Q (9011.457222 sec): 3 clusters Score: Raw -6063519.190258 + Penalty 3485.784114 = -6060033.406144 nChanged 0 SP:Iteration 112F (9011.535414 sec): 3 clusters Score: Raw -6063519.190258 + Penalty 3485.784114 = -6060033.406144 nChanged 0 Trying to split cluster 6 (4038 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9011.545247 sec): 2 clusters Score: Raw -518032.484268 + Penalty 1349.319530 = -516683.164738 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9011.565761 sec): 3 clusters Score: Raw -516029.946588 + Penalty 2698.639060 = -513331.307529 nChanged 1633 SP:Iteration 1F (9011.585918 sec): 3 clusters Score: Raw -517005.696628 + Penalty 2698.639060 = -514307.057568 nChanged 315 SP:Iteration 2F (9011.605889 sec): 3 clusters Score: Raw -517220.872049 + Penalty 2698.639060 = -514522.232990 nChanged 277 SP:Iteration 3F (9011.625757 sec): 3 clusters Score: Raw -517434.626374 + Penalty 2698.639060 = -514735.987314 nChanged 238 SP:Iteration 4F (9011.645416 sec): 3 clusters Score: Raw -517613.804549 + Penalty 2698.639060 = -514915.165489 nChanged 217 SP:Iteration 5F (9011.665406 sec): 3 clusters Score: Raw -517766.729961 + Penalty 2698.639060 = -515068.090902 nChanged 180 SP:Iteration 6Q (9011.685353 sec): 3 clusters Score: Raw -517904.549561 + Penalty 2698.639060 = -515205.910501 nChanged 176 SP:Iteration 7Q (9011.705062 sec): 3 clusters Score: Raw -518020.894082 + Penalty 2698.639060 = -515322.255022 nChanged 148 SP:Iteration 8Q (9011.725217 sec): 3 clusters Score: Raw -518128.791526 + Penalty 2698.639060 = -515430.152467 nChanged 136 SP:Iteration 9Q (9011.745020 sec): 3 clusters Score: Raw -518243.679479 + Penalty 2698.639060 = -515545.040419 nChanged 121 SP:Iteration 10Q (9011.764619 sec): 3 clusters Score: Raw -518335.587738 + Penalty 2698.639060 = -515636.948678 nChanged 96 SP:Iteration 11Q (9011.784390 sec): 3 clusters Score: Raw -518397.905204 + Penalty 2698.639060 = -515699.266144 nChanged 74 SP:Iteration 12Q (9011.804342 sec): 3 clusters Score: Raw -518444.934801 + Penalty 2698.639060 = -515746.295741 nChanged 52 SP:Iteration 13Q (9011.824056 sec): 3 clusters Score: Raw -518468.075678 + Penalty 2698.639060 = -515769.436618 nChanged 33 SP:Iteration 14Q (9011.843693 sec): 3 clusters Score: Raw -518485.260949 + Penalty 2698.639060 = -515786.621889 nChanged 27 SP:Iteration 15Q (9011.863367 sec): 3 clusters Score: Raw -518499.357871 + Penalty 2698.639060 = -515800.718811 nChanged 26 SP:Iteration 16Q (9011.883117 sec): 3 clusters Score: Raw -518515.066848 + Penalty 2698.639060 = -515816.427788 nChanged 19 SP:Iteration 17Q (9011.902674 sec): 3 clusters Score: Raw -518524.792630 + Penalty 2698.639060 = -515826.153570 nChanged 16 SP:Iteration 18Q (9011.922427 sec): 3 clusters Score: Raw -518532.077435 + Penalty 2698.639060 = -515833.438376 nChanged 9 SP:Iteration 19Q (9011.941911 sec): 3 clusters Score: Raw -518536.960352 + Penalty 2698.639060 = -515838.321292 nChanged 12 SP:Iteration 20F (9011.961905 sec): 3 clusters Score: Raw -518543.497576 + Penalty 2698.639060 = -515844.858517 nChanged 17 SP:Iteration 21Q (9011.981360 sec): 3 clusters Score: Raw -518552.324102 + Penalty 2698.639060 = -515853.685043 nChanged 11 SP:Iteration 22Q (9012.000558 sec): 3 clusters Score: Raw -518559.483551 + Penalty 2698.639060 = -515860.844491 nChanged 11 SP:Iteration 23Q (9012.019833 sec): 3 clusters Score: Raw -518564.445605 + Penalty 2698.639060 = -515865.806546 nChanged 12 SP:Iteration 24Q (9012.039040 sec): 3 clusters Score: Raw -518570.690678 + Penalty 2698.639060 = -515872.051618 nChanged 6 SP:Iteration 25Q (9012.058242 sec): 3 clusters Score: Raw -518573.230375 + Penalty 2698.639060 = -515874.591316 nChanged 7 SP:Iteration 26Q (9012.077424 sec): 3 clusters Score: Raw -518577.021313 + Penalty 2698.639060 = -515878.382253 nChanged 6 SP:Iteration 27Q (9012.096451 sec): 3 clusters Score: Raw -518580.287635 + Penalty 2698.639060 = -515881.648575 nChanged 2 SP:Iteration 28Q (9012.115759 sec): 3 clusters Score: Raw -518581.927702 + Penalty 2698.639060 = -515883.288642 nChanged 0 SP:Iteration 29F (9012.135566 sec): 3 clusters Score: Raw -518581.927702 + Penalty 2698.639060 = -515883.288642 nChanged 0 Trying to split cluster 7 (5407 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9012.155196 sec): 2 clusters Score: Raw -718805.119254 + Penalty 1396.760575 = -717408.358680 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9012.177160 sec): 3 clusters Score: Raw -715890.150695 + Penalty 2793.521149 = -713096.629546 nChanged 2211 SP:Iteration 1F (9012.198760 sec): 3 clusters Score: Raw -717094.605325 + Penalty 2793.521149 = -714301.084176 nChanged 365 SP:Iteration 2F (9012.220663 sec): 3 clusters Score: Raw -717288.267003 + Penalty 2793.521149 = -714494.745854 nChanged 288 SP:Iteration 3F (9012.242373 sec): 3 clusters Score: Raw -717441.479750 + Penalty 2793.521149 = -714647.958601 nChanged 244 SP:Iteration 4Q (9012.264196 sec): 3 clusters Score: Raw -717568.972338 + Penalty 2793.521149 = -714775.451189 nChanged 225 SP:Iteration 5Q (9012.285906 sec): 3 clusters Score: Raw -717666.851542 + Penalty 2793.521149 = -714873.330393 nChanged 178 SP:Iteration 6Q (9012.307608 sec): 3 clusters Score: Raw -717744.142021 + Penalty 2793.521149 = -714950.620872 nChanged 152 SP:Iteration 7Q (9012.329439 sec): 3 clusters Score: Raw -717802.467409 + Penalty 2793.521149 = -715008.946260 nChanged 124 SP:Iteration 8Q (9012.350987 sec): 3 clusters Score: Raw -717846.693064 + Penalty 2793.521149 = -715053.171915 nChanged 105 SP:Iteration 9Q (9012.372677 sec): 3 clusters Score: Raw -717881.697916 + Penalty 2793.521149 = -715088.176767 nChanged 89 SP:Iteration 10Q (9012.394511 sec): 3 clusters Score: Raw -717913.387356 + Penalty 2793.521149 = -715119.866207 nChanged 85 SP:Iteration 11Q (9012.416368 sec): 3 clusters Score: Raw -717941.043727 + Penalty 2793.521149 = -715147.522578 nChanged 83 SP:Iteration 12Q (9012.437954 sec): 3 clusters Score: Raw -717968.020212 + Penalty 2793.521149 = -715174.499063 nChanged 84 SP:Iteration 13Q (9012.459532 sec): 3 clusters Score: Raw -717996.538462 + Penalty 2793.521149 = -715203.017313 nChanged 87 SP:Iteration 14Q (9012.481128 sec): 3 clusters Score: Raw -718018.671815 + Penalty 2793.521149 = -715225.150666 nChanged 71 SP:Iteration 15Q (9012.502520 sec): 3 clusters Score: Raw -718042.007348 + Penalty 2793.521149 = -715248.486199 nChanged 65 SP:Iteration 16Q (9012.524192 sec): 3 clusters Score: Raw -718064.735740 + Penalty 2793.521149 = -715271.214591 nChanged 66 SP:Iteration 17Q (9012.545855 sec): 3 clusters Score: Raw -718086.404458 + Penalty 2793.521149 = -715292.883309 nChanged 69 SP:Iteration 18Q (9012.567409 sec): 3 clusters Score: Raw -718109.657079 + Penalty 2793.521149 = -715316.135930 nChanged 69 SP:Iteration 19Q (9012.589126 sec): 3 clusters Score: Raw -718133.083074 + Penalty 2793.521149 = -715339.561925 nChanged 73 SP:Iteration 20F (9012.610791 sec): 3 clusters Score: Raw -718157.395667 + Penalty 2793.521149 = -715363.874518 nChanged 78 SP:Iteration 21Q (9012.632274 sec): 3 clusters Score: Raw -718186.844070 + Penalty 2793.521149 = -715393.322921 nChanged 65 SP:Iteration 22Q (9012.653949 sec): 3 clusters Score: Raw -718205.409461 + Penalty 2793.521149 = -715411.888312 nChanged 54 SP:Iteration 23Q (9012.675644 sec): 3 clusters Score: Raw -718221.731149 + Penalty 2793.521149 = -715428.210000 nChanged 50 SP:Iteration 24Q (9012.697111 sec): 3 clusters Score: Raw -718236.691046 + Penalty 2793.521149 = -715443.169897 nChanged 59 SP:Iteration 25Q (9012.718892 sec): 3 clusters Score: Raw -718258.543269 + Penalty 2793.521149 = -715465.022120 nChanged 66 SP:Iteration 26Q (9012.740575 sec): 3 clusters Score: Raw -718278.770682 + Penalty 2793.521149 = -715485.249533 nChanged 61 SP:Iteration 27Q (9012.762208 sec): 3 clusters Score: Raw -718297.983980 + Penalty 2793.521149 = -715504.462831 nChanged 63 SP:Iteration 28Q (9012.783898 sec): 3 clusters Score: Raw -718318.255947 + Penalty 2793.521149 = -715524.734798 nChanged 53 SP:Iteration 29Q (9012.805547 sec): 3 clusters Score: Raw -718337.703181 + Penalty 2793.521149 = -715544.182032 nChanged 58 SP:Iteration 30Q (9012.827100 sec): 3 clusters Score: Raw -718361.261592 + Penalty 2793.521149 = -715567.740443 nChanged 74 SP:Iteration 31Q (9012.848566 sec): 3 clusters Score: Raw -718386.112954 + Penalty 2793.521149 = -715592.591805 nChanged 67 SP:Iteration 32Q (9012.870090 sec): 3 clusters Score: Raw -718412.019671 + Penalty 2793.521149 = -715618.498522 nChanged 68 SP:Iteration 33Q (9012.891640 sec): 3 clusters Score: Raw -718440.118725 + Penalty 2793.521149 = -715646.597576 nChanged 82 SP:Iteration 34Q (9012.913366 sec): 3 clusters Score: Raw -718473.791070 + Penalty 2793.521149 = -715680.269921 nChanged 78 SP:Iteration 35Q (9012.934865 sec): 3 clusters Score: Raw -718501.760321 + Penalty 2793.521149 = -715708.239172 nChanged 67 SP:Iteration 36Q (9012.956547 sec): 3 clusters Score: Raw -718523.075698 + Penalty 2793.521149 = -715729.554549 nChanged 66 SP:Iteration 37Q (9012.977864 sec): 3 clusters Score: Raw -718545.390519 + Penalty 2793.521149 = -715751.869370 nChanged 53 SP:Iteration 38Q (9012.999253 sec): 3 clusters Score: Raw -718562.508794 + Penalty 2793.521149 = -715768.987645 nChanged 51 SP:Iteration 39Q (9013.020782 sec): 3 clusters Score: Raw -718579.970656 + Penalty 2793.521149 = -715786.449507 nChanged 52 SP:Iteration 40F (9013.042444 sec): 3 clusters Score: Raw -718596.536882 + Penalty 2793.521149 = -715803.015733 nChanged 41 SP:Iteration 41Q (9013.063792 sec): 3 clusters Score: Raw -718612.073305 + Penalty 2793.521149 = -715818.552156 nChanged 43 SP:Iteration 42Q (9013.085323 sec): 3 clusters Score: Raw -718629.248043 + Penalty 2793.521149 = -715835.726894 nChanged 40 SP:Iteration 43Q (9013.106595 sec): 3 clusters Score: Raw -718642.286904 + Penalty 2793.521149 = -715848.765755 nChanged 40 SP:Iteration 44Q (9013.127529 sec): 3 clusters Score: Raw -718656.862976 + Penalty 2793.521149 = -715863.341827 nChanged 40 SP:Iteration 45Q (9013.148841 sec): 3 clusters Score: Raw -718670.040661 + Penalty 2793.521149 = -715876.519512 nChanged 44 SP:Iteration 46Q (9013.170192 sec): 3 clusters Score: Raw -718683.462282 + Penalty 2793.521149 = -715889.941133 nChanged 43 SP:Iteration 47Q (9013.191380 sec): 3 clusters Score: Raw -718697.368303 + Penalty 2793.521149 = -715903.847154 nChanged 32 SP:Iteration 48Q (9013.212492 sec): 3 clusters Score: Raw -718703.849342 + Penalty 2793.521149 = -715910.328192 nChanged 28 SP:Iteration 49Q (9013.233645 sec): 3 clusters Score: Raw -718710.563704 + Penalty 2793.521149 = -715917.042555 nChanged 24 SP:Iteration 50Q (9013.254687 sec): 3 clusters Score: Raw -718715.896343 + Penalty 2793.521149 = -715922.375194 nChanged 19 SP:Iteration 51Q (9013.275918 sec): 3 clusters Score: Raw -718720.940179 + Penalty 2793.521149 = -715927.419030 nChanged 21 SP:Iteration 52Q (9013.296885 sec): 3 clusters Score: Raw -718726.943235 + Penalty 2793.521149 = -715933.422086 nChanged 16 SP:Iteration 53Q (9013.318029 sec): 3 clusters Score: Raw -718731.495373 + Penalty 2793.521149 = -715937.974224 nChanged 19 SP:Iteration 54Q (9013.339109 sec): 3 clusters Score: Raw -718736.300125 + Penalty 2793.521149 = -715942.778976 nChanged 16 SP:Iteration 55Q (9013.360240 sec): 3 clusters Score: Raw -718739.568754 + Penalty 2793.521149 = -715946.047605 nChanged 13 SP:Iteration 56Q (9013.381050 sec): 3 clusters Score: Raw -718742.817345 + Penalty 2793.521149 = -715949.296196 nChanged 12 SP:Iteration 57Q (9013.402061 sec): 3 clusters Score: Raw -718745.699226 + Penalty 2793.521149 = -715952.178077 nChanged 14 SP:Iteration 58Q (9013.423233 sec): 3 clusters Score: Raw -718750.371058 + Penalty 2793.521149 = -715956.849909 nChanged 11 SP:Iteration 59Q (9013.444206 sec): 3 clusters Score: Raw -718752.653407 + Penalty 2793.521149 = -715959.132258 nChanged 5 SP:Iteration 60F (9013.466026 sec): 3 clusters Score: Raw -718753.884834 + Penalty 2793.521149 = -715960.363685 nChanged 7 SP:Iteration 61Q (9013.487012 sec): 3 clusters Score: Raw -718755.230119 + Penalty 2793.521149 = -715961.708970 nChanged 3 SP:Iteration 62Q (9013.507916 sec): 3 clusters Score: Raw -718755.753235 + Penalty 2793.521149 = -715962.232086 nChanged 3 SP:Iteration 63Q (9013.528912 sec): 3 clusters Score: Raw -718756.217799 + Penalty 2793.521149 = -715962.696649 nChanged 5 SP:Iteration 64Q (9013.549906 sec): 3 clusters Score: Raw -718757.529719 + Penalty 2793.521149 = -715964.008570 nChanged 5 SP:Iteration 65Q (9013.571078 sec): 3 clusters Score: Raw -718758.686903 + Penalty 2793.521149 = -715965.165754 nChanged 6 SP:Iteration 66Q (9013.592180 sec): 3 clusters Score: Raw -718760.616607 + Penalty 2793.521149 = -715967.095458 nChanged 6 SP:Iteration 67Q (9013.613292 sec): 3 clusters Score: Raw -718762.311964 + Penalty 2793.521149 = -715968.790815 nChanged 7 SP:Iteration 68Q (9013.634429 sec): 3 clusters Score: Raw -718764.072709 + Penalty 2793.521149 = -715970.551560 nChanged 4 SP:Iteration 69Q (9013.655309 sec): 3 clusters Score: Raw -718764.897785 + Penalty 2793.521149 = -715971.376636 nChanged 3 SP:Iteration 70Q (9013.676296 sec): 3 clusters Score: Raw -718765.384939 + Penalty 2793.521149 = -715971.863790 nChanged 0 SP:Iteration 71F (9013.698244 sec): 3 clusters Score: Raw -718765.384939 + Penalty 2793.521149 = -715971.863790 nChanged 0 Trying to split cluster 8 (2147 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9013.714080 sec): 2 clusters Score: Raw -295337.287390 + Penalty 1246.671855 = -294090.615536 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9013.725405 sec): 3 clusters Score: Raw -294381.901225 + Penalty 2493.343709 = -291888.557516 nChanged 775 SP:Iteration 1F (9013.735979 sec): 3 clusters Score: Raw -294902.848008 + Penalty 2493.343709 = -292409.504299 nChanged 180 SP:Iteration 2F (9013.746532 sec): 3 clusters Score: Raw -295059.428766 + Penalty 2493.343709 = -292566.085057 nChanged 123 SP:Iteration 3F (9013.757210 sec): 3 clusters Score: Raw -295164.103234 + Penalty 2493.343709 = -292670.759525 nChanged 114 SP:Iteration 4F (9013.767774 sec): 3 clusters Score: Raw -295274.864591 + Penalty 2493.343709 = -292781.520882 nChanged 110 SP:Iteration 5F (9013.778414 sec): 3 clusters Score: Raw -295410.181246 + Penalty 2493.343709 = -292916.837536 nChanged 120 SP:Iteration 6F (9013.789033 sec): 3 clusters Score: Raw -295568.194664 + Penalty 2493.343709 = -293074.850955 nChanged 127 SP:Iteration 7F (9013.799664 sec): 3 clusters Score: Raw -295728.704094 + Penalty 2493.343709 = -293235.360384 nChanged 96 SP:Iteration 8Q (9013.810188 sec): 3 clusters Score: Raw -295827.059502 + Penalty 2493.343709 = -293333.715793 nChanged 69 SP:Iteration 9Q (9013.820800 sec): 3 clusters Score: Raw -295887.379485 + Penalty 2493.343709 = -293394.035775 nChanged 47 SP:Iteration 10Q (9013.831389 sec): 3 clusters Score: Raw -295927.356236 + Penalty 2493.343709 = -293434.012526 nChanged 39 SP:Iteration 11Q (9013.841967 sec): 3 clusters Score: Raw -295953.811164 + Penalty 2493.343709 = -293460.467455 nChanged 22 SP:Iteration 12Q (9013.852471 sec): 3 clusters Score: Raw -295965.259309 + Penalty 2493.343709 = -293471.915600 nChanged 9 SP:Iteration 13Q (9013.863037 sec): 3 clusters Score: Raw -295970.394105 + Penalty 2493.343709 = -293477.050395 nChanged 3 SP:Iteration 14Q (9013.873504 sec): 3 clusters Score: Raw -295971.729234 + Penalty 2493.343709 = -293478.385524 nChanged 3 SP:Iteration 15Q (9013.883997 sec): 3 clusters Score: Raw -295974.022935 + Penalty 2493.343709 = -293480.679226 nChanged 4 SP:Iteration 16Q (9013.894556 sec): 3 clusters Score: Raw -295976.034389 + Penalty 2493.343709 = -293482.690680 nChanged 3 SP:Iteration 17Q (9013.905116 sec): 3 clusters Score: Raw -295977.142652 + Penalty 2493.343709 = -293483.798943 nChanged 4 SP:Iteration 18Q (9013.915609 sec): 3 clusters Score: Raw -295978.496118 + Penalty 2493.343709 = -293485.152408 nChanged 4 SP:Iteration 19Q (9013.926182 sec): 3 clusters Score: Raw -295980.372268 + Penalty 2493.343709 = -293487.028559 nChanged 3 SP:Iteration 20F (9013.936733 sec): 3 clusters Score: Raw -295982.605726 + Penalty 2493.343709 = -293489.262017 nChanged 3 SP:Iteration 21Q (9013.947238 sec): 3 clusters Score: Raw -295984.625594 + Penalty 2493.343709 = -293491.281884 nChanged 5 SP:Iteration 22Q (9013.957793 sec): 3 clusters Score: Raw -295987.305043 + Penalty 2493.343709 = -293493.961334 nChanged 1 SP:Iteration 23Q (9013.968250 sec): 3 clusters Score: Raw -295988.263679 + Penalty 2493.343709 = -293494.919969 nChanged 2 SP:Iteration 24Q (9013.978747 sec): 3 clusters Score: Raw -295989.483915 + Penalty 2493.343709 = -293496.140206 nChanged 2 SP:Iteration 25Q (9013.989213 sec): 3 clusters Score: Raw -295990.820787 + Penalty 2493.343709 = -293497.477077 nChanged 2 SP:Iteration 26Q (9013.999764 sec): 3 clusters Score: Raw -295993.180746 + Penalty 2493.343709 = -293499.837036 nChanged 2 SP:Iteration 27Q (9014.010351 sec): 3 clusters Score: Raw -295994.449382 + Penalty 2493.343709 = -293501.105673 nChanged 0 SP:Iteration 28F (9014.021000 sec): 3 clusters Score: Raw -295994.449382 + Penalty 2493.343709 = -293501.105673 nChanged 0 Trying to split cluster 9 (9126 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9014.044391 sec): 2 clusters Score: Raw -1107769.787762 + Penalty 1481.818449 = -1106287.969314 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9014.071522 sec): 3 clusters Score: Raw -1102583.578543 + Penalty 2963.636897 = -1099619.941646 nChanged 3989 SP:Iteration 1F (9014.097712 sec): 3 clusters Score: Raw -1104837.724520 + Penalty 2963.636897 = -1101874.087623 nChanged 648 SP:Iteration 2F (9014.123772 sec): 3 clusters Score: Raw -1105228.733279 + Penalty 2963.636897 = -1102265.096381 nChanged 580 SP:Iteration 3F (9014.149889 sec): 3 clusters Score: Raw -1105644.665491 + Penalty 2963.636897 = -1102681.028593 nChanged 580 SP:Iteration 4F (9014.176112 sec): 3 clusters Score: Raw -1106145.781519 + Penalty 2963.636897 = -1103182.144622 nChanged 660 SP:Iteration 5F (9014.202380 sec): 3 clusters Score: Raw -1106729.432078 + Penalty 2963.636897 = -1103765.795181 nChanged 679 SP:Iteration 6F (9014.228432 sec): 3 clusters Score: Raw -1107302.552192 + Penalty 2963.636897 = -1104338.915294 nChanged 600 SP:Iteration 7F (9014.254504 sec): 3 clusters Score: Raw -1107778.539963 + Penalty 2963.636897 = -1104814.903065 nChanged 448 SP:Iteration 8Q (9014.280329 sec): 3 clusters Score: Raw -1108107.854574 + Penalty 2963.636897 = -1105144.217676 nChanged 332 SP:Iteration 9Q (9014.306079 sec): 3 clusters Score: Raw -1108353.353204 + Penalty 2963.636897 = -1105389.716306 nChanged 208 SP:Iteration 10Q (9014.331738 sec): 3 clusters Score: Raw -1108539.731245 + Penalty 2963.636897 = -1105576.094348 nChanged 157 SP:Iteration 11Q (9014.357401 sec): 3 clusters Score: Raw -1108723.158008 + Penalty 2963.636897 = -1105759.521110 nChanged 128 SP:Iteration 12Q (9014.382621 sec): 3 clusters Score: Raw -1108900.200828 + Penalty 2963.636897 = -1105936.563930 nChanged 106 SP:Iteration 13Q (9014.407596 sec): 3 clusters Score: Raw -1109010.390452 + Penalty 2963.636897 = -1106046.753555 nChanged 63 SP:Iteration 14Q (9014.432427 sec): 3 clusters Score: Raw -1109068.883390 + Penalty 2963.636897 = -1106105.246492 nChanged 57 SP:Iteration 15Q (9014.456954 sec): 3 clusters Score: Raw -1109119.899461 + Penalty 2963.636897 = -1106156.262564 nChanged 46 SP:Iteration 16Q (9014.480996 sec): 3 clusters Score: Raw -1109157.334152 + Penalty 2963.636897 = -1106193.697254 nChanged 39 SP:Iteration 17Q (9014.504980 sec): 3 clusters Score: Raw -1109186.249379 + Penalty 2963.636897 = -1106222.612481 nChanged 32 SP:Iteration 18Q (9014.528782 sec): 3 clusters Score: Raw -1109205.182574 + Penalty 2963.636897 = -1106241.545677 nChanged 22 SP:Iteration 19Q (9014.552703 sec): 3 clusters Score: Raw -1109213.257114 + Penalty 2963.636897 = -1106249.620216 nChanged 19 SP:Iteration 20F (9014.578839 sec): 3 clusters Score: Raw -1109219.784965 + Penalty 2963.636897 = -1106256.148068 nChanged 18 SP:Iteration 21Q (9014.602709 sec): 3 clusters Score: Raw -1109229.901696 + Penalty 2963.636897 = -1106266.264799 nChanged 24 SP:Iteration 22Q (9014.626565 sec): 3 clusters Score: Raw -1109243.713473 + Penalty 2963.636897 = -1106280.076576 nChanged 19 SP:Iteration 23Q (9014.650190 sec): 3 clusters Score: Raw -1109258.260994 + Penalty 2963.636897 = -1106294.624096 nChanged 30 SP:Iteration 24Q (9014.673702 sec): 3 clusters Score: Raw -1109281.644449 + Penalty 2963.636897 = -1106318.007552 nChanged 24 SP:Iteration 25Q (9014.697607 sec): 3 clusters Score: Raw -1109296.822187 + Penalty 2963.636897 = -1106333.185290 nChanged 21 SP:Iteration 26Q (9014.721023 sec): 3 clusters Score: Raw -1109306.828625 + Penalty 2963.636897 = -1106343.191727 nChanged 13 SP:Iteration 27Q (9014.744790 sec): 3 clusters Score: Raw -1109312.819025 + Penalty 2963.636897 = -1106349.182128 nChanged 5 SP:Iteration 28Q (9014.768395 sec): 3 clusters Score: Raw -1109314.293653 + Penalty 2963.636897 = -1106350.656755 nChanged 2 SP:Iteration 29Q (9014.791719 sec): 3 clusters Score: Raw -1109314.584737 + Penalty 2963.636897 = -1106350.947839 nChanged 1 SP:Iteration 30Q (9014.815227 sec): 3 clusters Score: Raw -1109314.718681 + Penalty 2963.636897 = -1106351.081784 nChanged 0 SP:Iteration 31F (9014.841330 sec): 3 clusters Score: Raw -1109314.718681 + Penalty 2963.636897 = -1106351.081784 nChanged 0 Score: Raw -99970332.046889 + Penalty 74897.837694 = -99895434.209195 Splitting cluster 9 changes total score from -99896089.536756 to -99895434.209195 So it's not getting split. Trying to split cluster 10 (13713 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9030.054828 sec): 2 clusters Score: Raw -1783183.698467 + Penalty 1547.991180 = -1781635.707287 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9030.088825 sec): 3 clusters Score: Raw -1775188.830466 + Penalty 3095.982359 = -1772092.848107 nChanged 6041 SP:Iteration 1F (9030.121381 sec): 3 clusters Score: Raw -1778482.808809 + Penalty 3095.982359 = -1775386.826450 nChanged 696 SP:Iteration 2F (9030.154322 sec): 3 clusters Score: Raw -1778771.106097 + Penalty 3095.982359 = -1775675.123738 nChanged 656 SP:Iteration 3Q (9030.187449 sec): 3 clusters Score: Raw -1779041.139094 + Penalty 3095.982359 = -1775945.156735 nChanged 637 SP:Iteration 4Q (9030.220515 sec): 3 clusters Score: Raw -1779308.392978 + Penalty 3095.982359 = -1776212.410619 nChanged 663 SP:Iteration 5Q (9030.253546 sec): 3 clusters Score: Raw -1779636.313548 + Penalty 3095.982359 = -1776540.331189 nChanged 751 SP:Iteration 6F (9030.286154 sec): 3 clusters Score: Raw -1780030.613955 + Penalty 3095.982359 = -1776934.631596 nChanged 767 SP:Iteration 7F (9030.318797 sec): 3 clusters Score: Raw -1780476.123700 + Penalty 3095.982359 = -1777380.141341 nChanged 773 SP:Iteration 8F (9030.351441 sec): 3 clusters Score: Raw -1780969.353699 + Penalty 3095.982359 = -1777873.371340 nChanged 745 SP:Iteration 9F (9030.384154 sec): 3 clusters Score: Raw -1781448.998576 + Penalty 3095.982359 = -1778353.016217 nChanged 613 SP:Iteration 10Q (9030.417406 sec): 3 clusters Score: Raw -1781852.848992 + Penalty 3095.982359 = -1778756.866633 nChanged 491 SP:Iteration 11Q (9030.450403 sec): 3 clusters Score: Raw -1782174.710694 + Penalty 3095.982359 = -1779078.728335 nChanged 375 SP:Iteration 12Q (9030.483409 sec): 3 clusters Score: Raw -1782416.302975 + Penalty 3095.982359 = -1779320.320615 nChanged 291 SP:Iteration 13Q (9030.516239 sec): 3 clusters Score: Raw -1782627.474725 + Penalty 3095.982359 = -1779531.492366 nChanged 227 SP:Iteration 14Q (9030.548639 sec): 3 clusters Score: Raw -1782810.282171 + Penalty 3095.982359 = -1779714.299811 nChanged 172 SP:Iteration 15Q (9030.580512 sec): 3 clusters Score: Raw -1782943.263260 + Penalty 3095.982359 = -1779847.280901 nChanged 141 SP:Iteration 16Q (9030.611242 sec): 3 clusters Score: Raw -1783046.812873 + Penalty 3095.982359 = -1779950.830513 nChanged 108 SP:Iteration 17Q (9030.641392 sec): 3 clusters Score: Raw -1783144.388010 + Penalty 3095.982359 = -1780048.405651 nChanged 91 SP:Iteration 18Q (9030.670966 sec): 3 clusters Score: Raw -1783208.986182 + Penalty 3095.982359 = -1780113.003823 nChanged 62 SP:Iteration 19Q (9030.700414 sec): 3 clusters Score: Raw -1783249.974098 + Penalty 3095.982359 = -1780153.991738 nChanged 54 SP:Iteration 20F (9030.733244 sec): 3 clusters Score: Raw -1783287.873069 + Penalty 3095.982359 = -1780191.890710 nChanged 45 SP:Iteration 21Q (9030.762315 sec): 3 clusters Score: Raw -1783318.628798 + Penalty 3095.982359 = -1780222.646439 nChanged 38 SP:Iteration 22Q (9030.791239 sec): 3 clusters Score: Raw -1783345.566955 + Penalty 3095.982359 = -1780249.584596 nChanged 32 SP:Iteration 23Q (9030.820002 sec): 3 clusters Score: Raw -1783366.237695 + Penalty 3095.982359 = -1780270.255336 nChanged 29 SP:Iteration 24Q (9030.848681 sec): 3 clusters Score: Raw -1783376.640720 + Penalty 3095.982359 = -1780280.658360 nChanged 13 SP:Iteration 25Q (9030.877310 sec): 3 clusters Score: Raw -1783381.654096 + Penalty 3095.982359 = -1780285.671737 nChanged 9 SP:Iteration 26Q (9030.905857 sec): 3 clusters Score: Raw -1783388.034552 + Penalty 3095.982359 = -1780292.052193 nChanged 8 SP:Iteration 27Q (9030.934430 sec): 3 clusters Score: Raw -1783392.064645 + Penalty 3095.982359 = -1780296.082286 nChanged 7 SP:Iteration 28Q (9030.962971 sec): 3 clusters Score: Raw -1783395.915759 + Penalty 3095.982359 = -1780299.933400 nChanged 9 SP:Iteration 29Q (9030.991657 sec): 3 clusters Score: Raw -1783400.073189 + Penalty 3095.982359 = -1780304.090830 nChanged 13 SP:Iteration 30Q (9031.026841 sec): 3 clusters Score: Raw -1783407.774475 + Penalty 3095.982359 = -1780311.792116 nChanged 15 SP:Iteration 31Q (9031.055386 sec): 3 clusters Score: Raw -1783413.853099 + Penalty 3095.982359 = -1780317.870740 nChanged 8 SP:Iteration 32Q (9031.084227 sec): 3 clusters Score: Raw -1783418.005192 + Penalty 3095.982359 = -1780322.022833 nChanged 11 SP:Iteration 33Q (9031.112912 sec): 3 clusters Score: Raw -1783423.128637 + Penalty 3095.982359 = -1780327.146278 nChanged 9 SP:Iteration 34Q (9031.141559 sec): 3 clusters Score: Raw -1783428.590839 + Penalty 3095.982359 = -1780332.608480 nChanged 16 SP:Iteration 35Q (9031.169965 sec): 3 clusters Score: Raw -1783437.031161 + Penalty 3095.982359 = -1780341.048802 nChanged 16 SP:Iteration 36Q (9031.198779 sec): 3 clusters Score: Raw -1783445.738002 + Penalty 3095.982359 = -1780349.755643 nChanged 10 SP:Iteration 37Q (9031.227118 sec): 3 clusters Score: Raw -1783453.457312 + Penalty 3095.982359 = -1780357.474953 nChanged 8 SP:Iteration 38Q (9031.255674 sec): 3 clusters Score: Raw -1783458.602879 + Penalty 3095.982359 = -1780362.620520 nChanged 7 SP:Iteration 39Q (9031.284047 sec): 3 clusters Score: Raw -1783462.215617 + Penalty 3095.982359 = -1780366.233258 nChanged 6 SP:Iteration 40F (9031.316677 sec): 3 clusters Score: Raw -1783465.917823 + Penalty 3095.982359 = -1780369.935464 nChanged 4 SP:Iteration 41Q (9031.345014 sec): 3 clusters Score: Raw -1783468.657177 + Penalty 3095.982359 = -1780372.674818 nChanged 6 SP:Iteration 42Q (9031.373475 sec): 3 clusters Score: Raw -1783471.756495 + Penalty 3095.982359 = -1780375.774136 nChanged 4 SP:Iteration 43Q (9031.401805 sec): 3 clusters Score: Raw -1783474.328238 + Penalty 3095.982359 = -1780378.345878 nChanged 4 SP:Iteration 44Q (9031.430246 sec): 3 clusters Score: Raw -1783478.997896 + Penalty 3095.982359 = -1780383.015537 nChanged 6 SP:Iteration 45Q (9031.458558 sec): 3 clusters Score: Raw -1783482.427504 + Penalty 3095.982359 = -1780386.445145 nChanged 5 SP:Iteration 46Q (9031.487245 sec): 3 clusters Score: Raw -1783484.488287 + Penalty 3095.982359 = -1780388.505928 nChanged 1 SP:Iteration 47Q (9031.515565 sec): 3 clusters Score: Raw -1783484.752016 + Penalty 3095.982359 = -1780388.769657 nChanged 0 SP:Iteration 48F (9031.548443 sec): 3 clusters Score: Raw -1783484.752016 + Penalty 3095.982359 = -1780388.769657 nChanged 0 Trying to split cluster 11 (3636 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9031.565515 sec): 2 clusters Score: Raw -463394.373400 + Penalty 1332.278911 = -462062.094489 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9031.584163 sec): 3 clusters Score: Raw -461669.268291 + Penalty 2664.557823 = -459004.710468 nChanged 1422 SP:Iteration 1F (9031.601708 sec): 3 clusters Score: Raw -462704.108844 + Penalty 2664.557823 = -460039.551022 nChanged 330 SP:Iteration 2F (9031.619290 sec): 3 clusters Score: Raw -462995.983090 + Penalty 2664.557823 = -460331.425267 nChanged 230 SP:Iteration 3F (9031.636732 sec): 3 clusters Score: Raw -463155.736408 + Penalty 2664.557823 = -460491.178585 nChanged 157 SP:Iteration 4Q (9031.654288 sec): 3 clusters Score: Raw -463239.485785 + Penalty 2664.557823 = -460574.927962 nChanged 113 SP:Iteration 5Q (9031.671796 sec): 3 clusters Score: Raw -463297.555518 + Penalty 2664.557823 = -460632.997695 nChanged 86 SP:Iteration 6Q (9031.689116 sec): 3 clusters Score: Raw -463335.976369 + Penalty 2664.557823 = -460671.418546 nChanged 59 SP:Iteration 7Q (9031.706575 sec): 3 clusters Score: Raw -463362.792288 + Penalty 2664.557823 = -460698.234465 nChanged 42 SP:Iteration 8Q (9031.724054 sec): 3 clusters Score: Raw -463379.493721 + Penalty 2664.557823 = -460714.935898 nChanged 34 SP:Iteration 9Q (9031.741307 sec): 3 clusters Score: Raw -463392.449382 + Penalty 2664.557823 = -460727.891559 nChanged 36 SP:Iteration 10Q (9031.758761 sec): 3 clusters Score: Raw -463405.743786 + Penalty 2664.557823 = -460741.185963 nChanged 32 SP:Iteration 11Q (9031.776210 sec): 3 clusters Score: Raw -463417.263184 + Penalty 2664.557823 = -460752.705361 nChanged 28 SP:Iteration 12Q (9031.793671 sec): 3 clusters Score: Raw -463427.675053 + Penalty 2664.557823 = -460763.117230 nChanged 27 SP:Iteration 13Q (9031.810956 sec): 3 clusters Score: Raw -463437.122119 + Penalty 2664.557823 = -460772.564296 nChanged 22 SP:Iteration 14Q (9031.828235 sec): 3 clusters Score: Raw -463444.501289 + Penalty 2664.557823 = -460779.943466 nChanged 25 SP:Iteration 15Q (9031.845692 sec): 3 clusters Score: Raw -463454.534703 + Penalty 2664.557823 = -460789.976880 nChanged 23 SP:Iteration 16Q (9031.862993 sec): 3 clusters Score: Raw -463462.705947 + Penalty 2664.557823 = -460798.148124 nChanged 28 SP:Iteration 17Q (9031.880245 sec): 3 clusters Score: Raw -463473.043905 + Penalty 2664.557823 = -460808.486082 nChanged 30 SP:Iteration 18Q (9031.897502 sec): 3 clusters Score: Raw -463483.143085 + Penalty 2664.557823 = -460818.585262 nChanged 27 SP:Iteration 19Q (9031.914779 sec): 3 clusters Score: Raw -463495.479607 + Penalty 2664.557823 = -460830.921784 nChanged 30 SP:Iteration 20F (9031.932386 sec): 3 clusters Score: Raw -463510.592853 + Penalty 2664.557823 = -460846.035030 nChanged 33 SP:Iteration 21Q (9031.949634 sec): 3 clusters Score: Raw -463526.989204 + Penalty 2664.557823 = -460862.431381 nChanged 39 SP:Iteration 22Q (9031.967034 sec): 3 clusters Score: Raw -463554.362068 + Penalty 2664.557823 = -460889.804245 nChanged 49 SP:Iteration 23Q (9031.984430 sec): 3 clusters Score: Raw -463579.816280 + Penalty 2664.557823 = -460915.258457 nChanged 47 SP:Iteration 24Q (9032.001810 sec): 3 clusters Score: Raw -463604.593113 + Penalty 2664.557823 = -460940.035290 nChanged 41 SP:Iteration 25Q (9032.019181 sec): 3 clusters Score: Raw -463624.581821 + Penalty 2664.557823 = -460960.023998 nChanged 42 SP:Iteration 26Q (9032.036555 sec): 3 clusters Score: Raw -463647.585599 + Penalty 2664.557823 = -460983.027776 nChanged 45 SP:Iteration 27Q (9032.053905 sec): 3 clusters Score: Raw -463671.954073 + Penalty 2664.557823 = -461007.396250 nChanged 43 SP:Iteration 28Q (9032.071225 sec): 3 clusters Score: Raw -463693.210310 + Penalty 2664.557823 = -461028.652487 nChanged 47 SP:Iteration 29Q (9032.088495 sec): 3 clusters Score: Raw -463715.681017 + Penalty 2664.557823 = -461051.123194 nChanged 43 SP:Iteration 30Q (9032.105582 sec): 3 clusters Score: Raw -463734.374236 + Penalty 2664.557823 = -461069.816413 nChanged 37 SP:Iteration 31Q (9032.122823 sec): 3 clusters Score: Raw -463756.118618 + Penalty 2664.557823 = -461091.560795 nChanged 35 SP:Iteration 32Q (9032.139891 sec): 3 clusters Score: Raw -463773.655661 + Penalty 2664.557823 = -461109.097838 nChanged 32 SP:Iteration 33Q (9032.157128 sec): 3 clusters Score: Raw -463793.207745 + Penalty 2664.557823 = -461128.649922 nChanged 38 SP:Iteration 34Q (9032.174323 sec): 3 clusters Score: Raw -463816.200333 + Penalty 2664.557823 = -461151.642510 nChanged 36 SP:Iteration 35Q (9032.191348 sec): 3 clusters Score: Raw -463830.190202 + Penalty 2664.557823 = -461165.632379 nChanged 25 SP:Iteration 36Q (9032.208364 sec): 3 clusters Score: Raw -463841.282887 + Penalty 2664.557823 = -461176.725064 nChanged 26 SP:Iteration 37Q (9032.225503 sec): 3 clusters Score: Raw -463848.516077 + Penalty 2664.557823 = -461183.958255 nChanged 21 SP:Iteration 38Q (9032.242687 sec): 3 clusters Score: Raw -463856.461191 + Penalty 2664.557823 = -461191.903368 nChanged 17 SP:Iteration 39Q (9032.259844 sec): 3 clusters Score: Raw -463863.330969 + Penalty 2664.557823 = -461198.773146 nChanged 21 SP:Iteration 40F (9032.277652 sec): 3 clusters Score: Raw -463871.846030 + Penalty 2664.557823 = -461207.288208 nChanged 17 SP:Iteration 41Q (9032.294813 sec): 3 clusters Score: Raw -463878.422990 + Penalty 2664.557823 = -461213.865167 nChanged 18 SP:Iteration 42Q (9032.311768 sec): 3 clusters Score: Raw -463885.220360 + Penalty 2664.557823 = -461220.662537 nChanged 11 SP:Iteration 43Q (9032.328904 sec): 3 clusters Score: Raw -463889.149235 + Penalty 2664.557823 = -461224.591412 nChanged 15 SP:Iteration 44Q (9032.346018 sec): 3 clusters Score: Raw -463894.453132 + Penalty 2664.557823 = -461229.895309 nChanged 16 SP:Iteration 45Q (9032.363268 sec): 3 clusters Score: Raw -463898.769972 + Penalty 2664.557823 = -461234.212149 nChanged 7 SP:Iteration 46Q (9032.380383 sec): 3 clusters Score: Raw -463900.423151 + Penalty 2664.557823 = -461235.865328 nChanged 5 SP:Iteration 47Q (9032.397504 sec): 3 clusters Score: Raw -463901.389547 + Penalty 2664.557823 = -461236.831724 nChanged 4 SP:Iteration 48Q (9032.414617 sec): 3 clusters Score: Raw -463902.464904 + Penalty 2664.557823 = -461237.907081 nChanged 6 SP:Iteration 49Q (9032.431751 sec): 3 clusters Score: Raw -463903.710313 + Penalty 2664.557823 = -461239.152490 nChanged 7 SP:Iteration 50Q (9032.448865 sec): 3 clusters Score: Raw -463905.282637 + Penalty 2664.557823 = -461240.724814 nChanged 3 SP:Iteration 51Q (9032.465827 sec): 3 clusters Score: Raw -463905.760745 + Penalty 2664.557823 = -461241.202922 nChanged 2 SP:Iteration 52Q (9032.482778 sec): 3 clusters Score: Raw -463906.111079 + Penalty 2664.557823 = -461241.553256 nChanged 2 SP:Iteration 53Q (9032.499722 sec): 3 clusters Score: Raw -463906.300540 + Penalty 2664.557823 = -461241.742717 nChanged 2 SP:Iteration 54Q (9032.516815 sec): 3 clusters Score: Raw -463906.986948 + Penalty 2664.557823 = -461242.429125 nChanged 2 SP:Iteration 55Q (9032.533961 sec): 3 clusters Score: Raw -463907.265712 + Penalty 2664.557823 = -461242.707889 nChanged 1 SP:Iteration 56Q (9032.551058 sec): 3 clusters Score: Raw -463907.398115 + Penalty 2664.557823 = -461242.840292 nChanged 0 SP:Iteration 57F (9032.568628 sec): 3 clusters Score: Raw -463907.398115 + Penalty 2664.557823 = -461242.840292 nChanged 0 Trying to split cluster 12 (16768 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9032.600764 sec): 2 clusters Score: Raw -2143694.227050 + Penalty 1580.674483 = -2142113.552567 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9032.642021 sec): 3 clusters Score: Raw -2133783.888240 + Penalty 3161.348966 = -2130622.539274 nChanged 7483 SP:Iteration 1F (9032.681630 sec): 3 clusters Score: Raw -2137762.563822 + Penalty 3161.348966 = -2134601.214856 nChanged 909 SP:Iteration 2F (9032.721291 sec): 3 clusters Score: Raw -2138124.674903 + Penalty 3161.348966 = -2134963.325938 nChanged 850 SP:Iteration 3F (9032.760952 sec): 3 clusters Score: Raw -2138455.042338 + Penalty 3161.348966 = -2135293.693372 nChanged 756 SP:Iteration 4Q (9032.801182 sec): 3 clusters Score: Raw -2138783.389852 + Penalty 3161.348966 = -2135622.040886 nChanged 774 SP:Iteration 5Q (9032.841433 sec): 3 clusters Score: Raw -2139137.331172 + Penalty 3161.348966 = -2135975.982206 nChanged 775 SP:Iteration 6Q (9032.881620 sec): 3 clusters Score: Raw -2139530.150803 + Penalty 3161.348966 = -2136368.801838 nChanged 756 SP:Iteration 7Q (9032.921565 sec): 3 clusters Score: Raw -2139903.406550 + Penalty 3161.348966 = -2136742.057584 nChanged 704 SP:Iteration 8Q (9032.961617 sec): 3 clusters Score: Raw -2140258.999657 + Penalty 3161.348966 = -2137097.650691 nChanged 702 SP:Iteration 9Q (9033.001413 sec): 3 clusters Score: Raw -2140639.615591 + Penalty 3161.348966 = -2137478.266626 nChanged 696 SP:Iteration 10Q (9033.040952 sec): 3 clusters Score: Raw -2141016.959991 + Penalty 3161.348966 = -2137855.611025 nChanged 632 SP:Iteration 11Q (9033.080293 sec): 3 clusters Score: Raw -2141324.928895 + Penalty 3161.348966 = -2138163.579929 nChanged 519 SP:Iteration 12Q (9033.119320 sec): 3 clusters Score: Raw -2141549.109925 + Penalty 3161.348966 = -2138387.760959 nChanged 445 SP:Iteration 13Q (9033.157988 sec): 3 clusters Score: Raw -2141719.059321 + Penalty 3161.348966 = -2138557.710355 nChanged 346 SP:Iteration 14Q (9033.196491 sec): 3 clusters Score: Raw -2141842.644361 + Penalty 3161.348966 = -2138681.295395 nChanged 264 SP:Iteration 15Q (9033.234731 sec): 3 clusters Score: Raw -2141921.060821 + Penalty 3161.348966 = -2138759.711855 nChanged 215 SP:Iteration 16Q (9033.272750 sec): 3 clusters Score: Raw -2141981.134501 + Penalty 3161.348966 = -2138819.785535 nChanged 183 SP:Iteration 17Q (9033.310637 sec): 3 clusters Score: Raw -2142030.618172 + Penalty 3161.348966 = -2138869.269206 nChanged 174 SP:Iteration 18Q (9033.348580 sec): 3 clusters Score: Raw -2142077.423091 + Penalty 3161.348966 = -2138916.074125 nChanged 158 SP:Iteration 19Q (9033.386283 sec): 3 clusters Score: Raw -2142122.866068 + Penalty 3161.348966 = -2138961.517103 nChanged 174 SP:Iteration 20F (9033.425848 sec): 3 clusters Score: Raw -2142174.527153 + Penalty 3161.348966 = -2139013.178187 nChanged 156 SP:Iteration 21Q (9033.463454 sec): 3 clusters Score: Raw -2142217.786100 + Penalty 3161.348966 = -2139056.437134 nChanged 154 SP:Iteration 22Q (9033.501209 sec): 3 clusters Score: Raw -2142266.506661 + Penalty 3161.348966 = -2139105.157695 nChanged 164 SP:Iteration 23Q (9033.538361 sec): 3 clusters Score: Raw -2142322.613888 + Penalty 3161.348966 = -2139161.264922 nChanged 177 SP:Iteration 24Q (9033.575561 sec): 3 clusters Score: Raw -2142387.357187 + Penalty 3161.348966 = -2139226.008222 nChanged 188 SP:Iteration 25Q (9033.612810 sec): 3 clusters Score: Raw -2142466.102983 + Penalty 3161.348966 = -2139304.754017 nChanged 206 SP:Iteration 26Q (9033.649807 sec): 3 clusters Score: Raw -2142561.917844 + Penalty 3161.348966 = -2139400.568878 nChanged 214 SP:Iteration 27Q (9033.686472 sec): 3 clusters Score: Raw -2142665.995526 + Penalty 3161.348966 = -2139504.646560 nChanged 194 SP:Iteration 28Q (9033.723122 sec): 3 clusters Score: Raw -2142749.024152 + Penalty 3161.348966 = -2139587.675186 nChanged 171 SP:Iteration 29Q (9033.759536 sec): 3 clusters Score: Raw -2142818.535155 + Penalty 3161.348966 = -2139657.186189 nChanged 158 SP:Iteration 30Q (9033.795815 sec): 3 clusters Score: Raw -2142884.471813 + Penalty 3161.348966 = -2139723.122847 nChanged 159 SP:Iteration 31Q (9033.832055 sec): 3 clusters Score: Raw -2142949.265835 + Penalty 3161.348966 = -2139787.916869 nChanged 145 SP:Iteration 32Q (9033.868094 sec): 3 clusters Score: Raw -2143007.478664 + Penalty 3161.348966 = -2139846.129698 nChanged 160 SP:Iteration 33Q (9033.904002 sec): 3 clusters Score: Raw -2143088.265342 + Penalty 3161.348966 = -2139926.916377 nChanged 170 SP:Iteration 34Q (9033.939876 sec): 3 clusters Score: Raw -2143171.174005 + Penalty 3161.348966 = -2140009.825040 nChanged 157 SP:Iteration 35Q (9033.975512 sec): 3 clusters Score: Raw -2143246.992764 + Penalty 3161.348966 = -2140085.643799 nChanged 147 SP:Iteration 36Q (9034.011080 sec): 3 clusters Score: Raw -2143310.437101 + Penalty 3161.348966 = -2140149.088135 nChanged 132 SP:Iteration 37Q (9034.046488 sec): 3 clusters Score: Raw -2143369.161496 + Penalty 3161.348966 = -2140207.812530 nChanged 124 SP:Iteration 38Q (9034.081788 sec): 3 clusters Score: Raw -2143426.888941 + Penalty 3161.348966 = -2140265.539975 nChanged 126 SP:Iteration 39Q (9034.116924 sec): 3 clusters Score: Raw -2143496.725706 + Penalty 3161.348966 = -2140335.376740 nChanged 112 SP:Iteration 40F (9034.156442 sec): 3 clusters Score: Raw -2143553.263919 + Penalty 3161.348966 = -2140391.914953 nChanged 99 SP:Iteration 41Q (9034.191752 sec): 3 clusters Score: Raw -2143609.885725 + Penalty 3161.348966 = -2140448.536759 nChanged 93 SP:Iteration 42Q (9034.226591 sec): 3 clusters Score: Raw -2143659.965981 + Penalty 3161.348966 = -2140498.617015 nChanged 78 SP:Iteration 43Q (9034.261400 sec): 3 clusters Score: Raw -2143692.163092 + Penalty 3161.348966 = -2140530.814126 nChanged 52 SP:Iteration 44Q (9034.296084 sec): 3 clusters Score: Raw -2143716.564260 + Penalty 3161.348966 = -2140555.215294 nChanged 47 SP:Iteration 45Q (9034.330732 sec): 3 clusters Score: Raw -2143739.348546 + Penalty 3161.348966 = -2140577.999581 nChanged 40 SP:Iteration 46Q (9034.365233 sec): 3 clusters Score: Raw -2143757.362594 + Penalty 3161.348966 = -2140596.013628 nChanged 37 SP:Iteration 47Q (9034.399840 sec): 3 clusters Score: Raw -2143774.396043 + Penalty 3161.348966 = -2140613.047077 nChanged 33 SP:Iteration 48Q (9034.434280 sec): 3 clusters Score: Raw -2143790.279996 + Penalty 3161.348966 = -2140628.931030 nChanged 31 SP:Iteration 49Q (9034.468808 sec): 3 clusters Score: Raw -2143805.144883 + Penalty 3161.348966 = -2140643.795918 nChanged 31 SP:Iteration 50Q (9034.503062 sec): 3 clusters Score: Raw -2143817.457997 + Penalty 3161.348966 = -2140656.109031 nChanged 20 SP:Iteration 51Q (9034.537420 sec): 3 clusters Score: Raw -2143825.503177 + Penalty 3161.348966 = -2140664.154211 nChanged 23 SP:Iteration 52Q (9034.571749 sec): 3 clusters Score: Raw -2143835.457429 + Penalty 3161.348966 = -2140674.108463 nChanged 30 SP:Iteration 53Q (9034.606074 sec): 3 clusters Score: Raw -2143850.336416 + Penalty 3161.348966 = -2140688.987450 nChanged 24 SP:Iteration 54Q (9034.640599 sec): 3 clusters Score: Raw -2143862.503233 + Penalty 3161.348966 = -2140701.154267 nChanged 25 SP:Iteration 55Q (9034.674991 sec): 3 clusters Score: Raw -2143876.634613 + Penalty 3161.348966 = -2140715.285647 nChanged 20 SP:Iteration 56Q (9034.709158 sec): 3 clusters Score: Raw -2143886.597573 + Penalty 3161.348966 = -2140725.248608 nChanged 16 SP:Iteration 57Q (9034.743226 sec): 3 clusters Score: Raw -2143894.593476 + Penalty 3161.348966 = -2140733.244510 nChanged 25 SP:Iteration 58Q (9034.777459 sec): 3 clusters Score: Raw -2143907.886114 + Penalty 3161.348966 = -2140746.537148 nChanged 18 SP:Iteration 59Q (9034.811543 sec): 3 clusters Score: Raw -2143916.068402 + Penalty 3161.348966 = -2140754.719436 nChanged 16 SP:Iteration 60F (9034.850912 sec): 3 clusters Score: Raw -2143925.151713 + Penalty 3161.348966 = -2140763.802747 nChanged 14 SP:Iteration 61Q (9034.885198 sec): 3 clusters Score: Raw -2143931.936893 + Penalty 3161.348966 = -2140770.587927 nChanged 8 SP:Iteration 62Q (9034.919335 sec): 3 clusters Score: Raw -2143937.018700 + Penalty 3161.348966 = -2140775.669734 nChanged 4 SP:Iteration 63Q (9034.953279 sec): 3 clusters Score: Raw -2143938.188923 + Penalty 3161.348966 = -2140776.839957 nChanged 3 SP:Iteration 64Q (9034.987348 sec): 3 clusters Score: Raw -2143939.209333 + Penalty 3161.348966 = -2140777.860368 nChanged 1 SP:Iteration 65Q (9035.021358 sec): 3 clusters Score: Raw -2143939.669387 + Penalty 3161.348966 = -2140778.320422 nChanged 3 SP:Iteration 66Q (9035.055505 sec): 3 clusters Score: Raw -2143940.924293 + Penalty 3161.348966 = -2140779.575327 nChanged 2 SP:Iteration 67Q (9035.089375 sec): 3 clusters Score: Raw -2143942.252246 + Penalty 3161.348966 = -2140780.903280 nChanged 2 SP:Iteration 68Q (9035.123403 sec): 3 clusters Score: Raw -2143943.909286 + Penalty 3161.348966 = -2140782.560320 nChanged 4 SP:Iteration 69Q (9035.157372 sec): 3 clusters Score: Raw -2143945.708993 + Penalty 3161.348966 = -2140784.360027 nChanged 2 SP:Iteration 70Q (9035.191495 sec): 3 clusters Score: Raw -2143946.201646 + Penalty 3161.348966 = -2140784.852680 nChanged 4 SP:Iteration 71Q (9035.225306 sec): 3 clusters Score: Raw -2143947.950474 + Penalty 3161.348966 = -2140786.601508 nChanged 7 SP:Iteration 72Q (9035.259086 sec): 3 clusters Score: Raw -2143952.048349 + Penalty 3161.348966 = -2140790.699383 nChanged 4 SP:Iteration 73Q (9035.292845 sec): 3 clusters Score: Raw -2143954.785165 + Penalty 3161.348966 = -2140793.436199 nChanged 5 SP:Iteration 74Q (9035.326726 sec): 3 clusters Score: Raw -2143958.987836 + Penalty 3161.348966 = -2140797.638870 nChanged 5 SP:Iteration 75Q (9035.360399 sec): 3 clusters Score: Raw -2143961.599396 + Penalty 3161.348966 = -2140800.250431 nChanged 3 SP:Iteration 76Q (9035.394040 sec): 3 clusters Score: Raw -2143963.122231 + Penalty 3161.348966 = -2140801.773265 nChanged 0 SP:Iteration 77F (9035.432945 sec): 3 clusters Score: Raw -2143963.122231 + Penalty 3161.348966 = -2140801.773265 nChanged 0 Trying to split cluster 13 (2971 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9035.449294 sec): 2 clusters Score: Raw -385183.054321 + Penalty 1299.456255 = -383883.598067 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9035.464755 sec): 3 clusters Score: Raw -383786.166351 + Penalty 2598.912510 = -381187.253841 nChanged 1082 SP:Iteration 1F (9035.479131 sec): 3 clusters Score: Raw -384437.008427 + Penalty 2598.912510 = -381838.095918 nChanged 230 SP:Iteration 2F (9035.493606 sec): 3 clusters Score: Raw -384583.527749 + Penalty 2598.912510 = -381984.615240 nChanged 180 SP:Iteration 3F (9035.508074 sec): 3 clusters Score: Raw -384712.738488 + Penalty 2598.912510 = -382113.825978 nChanged 143 SP:Iteration 4Q (9035.522451 sec): 3 clusters Score: Raw -384812.061798 + Penalty 2598.912510 = -382213.149288 nChanged 106 SP:Iteration 5Q (9035.536895 sec): 3 clusters Score: Raw -384880.735015 + Penalty 2598.912510 = -382281.822505 nChanged 89 SP:Iteration 6Q (9035.551194 sec): 3 clusters Score: Raw -384930.401066 + Penalty 2598.912510 = -382331.488557 nChanged 76 SP:Iteration 7Q (9035.565624 sec): 3 clusters Score: Raw -384973.740480 + Penalty 2598.912510 = -382374.827971 nChanged 77 SP:Iteration 8Q (9035.580030 sec): 3 clusters Score: Raw -385022.014059 + Penalty 2598.912510 = -382423.101550 nChanged 81 SP:Iteration 9Q (9035.595307 sec): 3 clusters Score: Raw -385073.854636 + Penalty 2598.912510 = -382474.942126 nChanged 68 SP:Iteration 10Q (9035.609640 sec): 3 clusters Score: Raw -385125.951590 + Penalty 2598.912510 = -382527.039081 nChanged 67 SP:Iteration 11Q (9035.623947 sec): 3 clusters Score: Raw -385181.215755 + Penalty 2598.912510 = -382582.303245 nChanged 70 SP:Iteration 12Q (9035.638243 sec): 3 clusters Score: Raw -385243.782457 + Penalty 2598.912510 = -382644.869947 nChanged 62 SP:Iteration 13Q (9035.652426 sec): 3 clusters Score: Raw -385289.494236 + Penalty 2598.912510 = -382690.581727 nChanged 58 SP:Iteration 14Q (9035.666616 sec): 3 clusters Score: Raw -385333.924358 + Penalty 2598.912510 = -382735.011849 nChanged 49 SP:Iteration 15Q (9035.680835 sec): 3 clusters Score: Raw -385369.064675 + Penalty 2598.912510 = -382770.152166 nChanged 50 SP:Iteration 16Q (9035.694935 sec): 3 clusters Score: Raw -385413.637764 + Penalty 2598.912510 = -382814.725255 nChanged 49 SP:Iteration 17Q (9035.709036 sec): 3 clusters Score: Raw -385462.424363 + Penalty 2598.912510 = -382863.511854 nChanged 53 SP:Iteration 18Q (9035.723031 sec): 3 clusters Score: Raw -385508.407221 + Penalty 2598.912510 = -382909.494712 nChanged 40 SP:Iteration 19Q (9035.736975 sec): 3 clusters Score: Raw -385535.558696 + Penalty 2598.912510 = -382936.646187 nChanged 23 SP:Iteration 20F (9035.751330 sec): 3 clusters Score: Raw -385553.015104 + Penalty 2598.912510 = -382954.102594 nChanged 18 SP:Iteration 21Q (9035.765249 sec): 3 clusters Score: Raw -385563.838058 + Penalty 2598.912510 = -382964.925548 nChanged 15 SP:Iteration 22Q (9035.779167 sec): 3 clusters Score: Raw -385573.624889 + Penalty 2598.912510 = -382974.712379 nChanged 11 SP:Iteration 23Q (9035.793048 sec): 3 clusters Score: Raw -385579.620082 + Penalty 2598.912510 = -382980.707573 nChanged 9 SP:Iteration 24Q (9035.806777 sec): 3 clusters Score: Raw -385583.880105 + Penalty 2598.912510 = -382984.967595 nChanged 6 SP:Iteration 25Q (9035.820609 sec): 3 clusters Score: Raw -385585.994205 + Penalty 2598.912510 = -382987.081695 nChanged 7 SP:Iteration 26Q (9035.834325 sec): 3 clusters Score: Raw -385590.176073 + Penalty 2598.912510 = -382991.263564 nChanged 5 SP:Iteration 27Q (9035.848209 sec): 3 clusters Score: Raw -385591.941139 + Penalty 2598.912510 = -382993.028630 nChanged 2 SP:Iteration 28Q (9035.862089 sec): 3 clusters Score: Raw -385593.392942 + Penalty 2598.912510 = -382994.480433 nChanged 2 SP:Iteration 29Q (9035.875983 sec): 3 clusters Score: Raw -385593.985441 + Penalty 2598.912510 = -382995.072931 nChanged 1 SP:Iteration 30Q (9035.889854 sec): 3 clusters Score: Raw -385594.254592 + Penalty 2598.912510 = -382995.342082 nChanged 1 SP:Iteration 31Q (9035.903723 sec): 3 clusters Score: Raw -385594.644800 + Penalty 2598.912510 = -382995.732290 nChanged 0 SP:Iteration 32F (9035.917998 sec): 3 clusters Score: Raw -385594.644800 + Penalty 2598.912510 = -382995.732290 nChanged 0 Trying to split cluster 14 (208 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9035.929648 sec): 2 clusters Score: Raw -20699.945866 + Penalty 867.349938 = -19832.595928 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9035.931461 sec): 3 clusters Score: Raw -20912.620008 + Penalty 1734.699876 = -19177.920132 nChanged 43 SP:Iteration 1F (9035.933147 sec): 3 clusters Score: Raw -21066.033481 + Penalty 1734.699876 = -19331.333605 nChanged 14 SP:Iteration 2F (9035.934774 sec): 3 clusters Score: Raw -21160.077599 + Penalty 1734.699876 = -19425.377723 nChanged 7 SP:Iteration 3Q (9035.936333 sec): 3 clusters Score: Raw -21203.211361 + Penalty 1734.699876 = -19468.511485 nChanged 6 SP:Iteration 4Q (9035.937897 sec): 3 clusters Score: Raw -21214.774506 + Penalty 1734.699876 = -19480.074630 nChanged 1 SP:Iteration 5Q (9035.939461 sec): 3 clusters Score: Raw -21216.252551 + Penalty 1734.699876 = -19481.552675 nChanged 0 SP:Iteration 6F (9035.941089 sec): 3 clusters Score: Raw -21216.252551 + Penalty 1734.699876 = -19481.552675 nChanged 0 Trying to split cluster 15 (34138 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9035.994427 sec): 2 clusters Score: Raw -4510783.228937 + Penalty 1696.202042 = -4509087.026895 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9036.061309 sec): 3 clusters Score: Raw -4489698.717258 + Penalty 3392.404084 = -4486306.313174 nChanged 15790 SP:Iteration 1F (9036.123323 sec): 3 clusters Score: Raw -4498617.915780 + Penalty 3392.404084 = -4495225.511696 nChanged 1842 SP:Iteration 2F (9036.185441 sec): 3 clusters Score: Raw -4499458.073517 + Penalty 3392.404084 = -4496065.669433 nChanged 1907 SP:Iteration 3F (9036.247599 sec): 3 clusters Score: Raw -4500487.054958 + Penalty 3392.404084 = -4497094.650874 nChanged 2069 SP:Iteration 4F (9036.326851 sec): 3 clusters Score: Raw -4501857.816549 + Penalty 3392.404084 = -4498465.412465 nChanged 2237 SP:Iteration 5F (9036.388062 sec): 3 clusters Score: Raw -4503416.262885 + Penalty 3392.404084 = -4500023.858801 nChanged 2216 SP:Iteration 6F (9036.450117 sec): 3 clusters Score: Raw -4504962.406502 + Penalty 3392.404084 = -4501570.002418 nChanged 2038 SP:Iteration 7F (9036.512276 sec): 3 clusters Score: Raw -4506298.840520 + Penalty 3392.404084 = -4502906.436436 nChanged 1677 SP:Iteration 8Q (9036.575662 sec): 3 clusters Score: Raw -4507231.040324 + Penalty 3392.404084 = -4503838.636240 nChanged 1215 SP:Iteration 9Q (9036.638069 sec): 3 clusters Score: Raw -4507745.552418 + Penalty 3392.404084 = -4504353.148334 nChanged 891 SP:Iteration 10Q (9036.700436 sec): 3 clusters Score: Raw -4508031.439067 + Penalty 3392.404084 = -4504639.034983 nChanged 622 SP:Iteration 11Q (9036.762440 sec): 3 clusters Score: Raw -4508191.051803 + Penalty 3392.404084 = -4504798.647719 nChanged 479 SP:Iteration 12Q (9036.824077 sec): 3 clusters Score: Raw -4508304.474436 + Penalty 3392.404084 = -4504912.070352 nChanged 421 SP:Iteration 13Q (9036.885856 sec): 3 clusters Score: Raw -4508394.310836 + Penalty 3392.404084 = -4505001.906752 nChanged 356 SP:Iteration 14Q (9036.947138 sec): 3 clusters Score: Raw -4508465.055160 + Penalty 3392.404084 = -4505072.651076 nChanged 328 SP:Iteration 15Q (9037.008824 sec): 3 clusters Score: Raw -4508533.116353 + Penalty 3392.404084 = -4505140.712269 nChanged 298 SP:Iteration 16Q (9037.070141 sec): 3 clusters Score: Raw -4508588.841390 + Penalty 3392.404084 = -4505196.437306 nChanged 262 SP:Iteration 17Q (9037.131380 sec): 3 clusters Score: Raw -4508630.402228 + Penalty 3392.404084 = -4505237.998144 nChanged 243 SP:Iteration 18Q (9037.192545 sec): 3 clusters Score: Raw -4508663.251361 + Penalty 3392.404084 = -4505270.847277 nChanged 209 SP:Iteration 19Q (9037.253527 sec): 3 clusters Score: Raw -4508690.219691 + Penalty 3392.404084 = -4505297.815607 nChanged 196 SP:Iteration 20F (9037.315273 sec): 3 clusters Score: Raw -4508714.576522 + Penalty 3392.404084 = -4505322.172438 nChanged 197 SP:Iteration 21Q (9037.376957 sec): 3 clusters Score: Raw -4508739.303957 + Penalty 3392.404084 = -4505346.899873 nChanged 198 SP:Iteration 22Q (9037.438371 sec): 3 clusters Score: Raw -4508762.325378 + Penalty 3392.404084 = -4505369.921294 nChanged 179 SP:Iteration 23Q (9037.499600 sec): 3 clusters Score: Raw -4508783.461371 + Penalty 3392.404084 = -4505391.057287 nChanged 186 SP:Iteration 24Q (9037.560706 sec): 3 clusters Score: Raw -4508806.331615 + Penalty 3392.404084 = -4505413.927531 nChanged 177 SP:Iteration 25Q (9037.621848 sec): 3 clusters Score: Raw -4508829.116606 + Penalty 3392.404084 = -4505436.712522 nChanged 190 SP:Iteration 26Q (9037.682763 sec): 3 clusters Score: Raw -4508855.275106 + Penalty 3392.404084 = -4505462.871022 nChanged 202 SP:Iteration 27Q (9037.743694 sec): 3 clusters Score: Raw -4508883.668470 + Penalty 3392.404084 = -4505491.264386 nChanged 231 SP:Iteration 28Q (9037.804658 sec): 3 clusters Score: Raw -4508917.348029 + Penalty 3392.404084 = -4505524.943945 nChanged 247 SP:Iteration 29Q (9037.865433 sec): 3 clusters Score: Raw -4508960.713809 + Penalty 3392.404084 = -4505568.309725 nChanged 273 SP:Iteration 30Q (9037.926334 sec): 3 clusters Score: Raw -4509011.521094 + Penalty 3392.404084 = -4505619.117010 nChanged 307 SP:Iteration 31Q (9037.986775 sec): 3 clusters Score: Raw -4509069.904542 + Penalty 3392.404084 = -4505677.500458 nChanged 308 SP:Iteration 32Q (9038.047389 sec): 3 clusters Score: Raw -4509128.974322 + Penalty 3392.404084 = -4505736.570238 nChanged 317 SP:Iteration 33Q (9038.107827 sec): 3 clusters Score: Raw -4509186.002485 + Penalty 3392.404084 = -4505793.598401 nChanged 316 SP:Iteration 34Q (9038.168077 sec): 3 clusters Score: Raw -4509243.955248 + Penalty 3392.404084 = -4505851.551164 nChanged 282 SP:Iteration 35Q (9038.228159 sec): 3 clusters Score: Raw -4509294.289557 + Penalty 3392.404084 = -4505901.885473 nChanged 283 SP:Iteration 36Q (9038.288280 sec): 3 clusters Score: Raw -4509339.206514 + Penalty 3392.404084 = -4505946.802430 nChanged 250 SP:Iteration 37Q (9038.348057 sec): 3 clusters Score: Raw -4509377.333993 + Penalty 3392.404084 = -4505984.929909 nChanged 238 SP:Iteration 38Q (9038.407733 sec): 3 clusters Score: Raw -4509414.324817 + Penalty 3392.404084 = -4506021.920733 nChanged 231 SP:Iteration 39Q (9038.467349 sec): 3 clusters Score: Raw -4509449.155191 + Penalty 3392.404084 = -4506056.751107 nChanged 246 SP:Iteration 40F (9038.528967 sec): 3 clusters Score: Raw -4509487.290228 + Penalty 3392.404084 = -4506094.886144 nChanged 232 SP:Iteration 41Q (9038.589209 sec): 3 clusters Score: Raw -4509522.339516 + Penalty 3392.404084 = -4506129.935432 nChanged 242 SP:Iteration 42Q (9038.648999 sec): 3 clusters Score: Raw -4509558.452313 + Penalty 3392.404084 = -4506166.048229 nChanged 221 SP:Iteration 43Q (9038.708615 sec): 3 clusters Score: Raw -4509590.629991 + Penalty 3392.404084 = -4506198.225907 nChanged 231 SP:Iteration 44Q (9038.768290 sec): 3 clusters Score: Raw -4509629.130891 + Penalty 3392.404084 = -4506236.726807 nChanged 229 SP:Iteration 45Q (9038.827893 sec): 3 clusters Score: Raw -4509664.740582 + Penalty 3392.404084 = -4506272.336498 nChanged 215 SP:Iteration 46Q (9038.887021 sec): 3 clusters Score: Raw -4509696.299337 + Penalty 3392.404084 = -4506303.895253 nChanged 208 SP:Iteration 47Q (9038.946217 sec): 3 clusters Score: Raw -4509729.959535 + Penalty 3392.404084 = -4506337.555451 nChanged 206 SP:Iteration 48Q (9039.005631 sec): 3 clusters Score: Raw -4509761.905523 + Penalty 3392.404084 = -4506369.501439 nChanged 213 SP:Iteration 49Q (9039.064656 sec): 3 clusters Score: Raw -4509796.823066 + Penalty 3392.404084 = -4506404.418982 nChanged 224 SP:Iteration 50Q (9039.123599 sec): 3 clusters Score: Raw -4509832.179462 + Penalty 3392.404084 = -4506439.775378 nChanged 214 SP:Iteration 51Q (9039.182561 sec): 3 clusters Score: Raw -4509868.884028 + Penalty 3392.404084 = -4506476.479944 nChanged 234 SP:Iteration 52Q (9039.241165 sec): 3 clusters Score: Raw -4509907.041902 + Penalty 3392.404084 = -4506514.637818 nChanged 218 SP:Iteration 53Q (9039.300000 sec): 3 clusters Score: Raw -4509945.067710 + Penalty 3392.404084 = -4506552.663626 nChanged 227 SP:Iteration 54Q (9039.358352 sec): 3 clusters Score: Raw -4509986.154972 + Penalty 3392.404084 = -4506593.750888 nChanged 234 SP:Iteration 55Q (9039.416625 sec): 3 clusters Score: Raw -4510030.213797 + Penalty 3392.404084 = -4506637.809713 nChanged 238 SP:Iteration 56Q (9039.474876 sec): 3 clusters Score: Raw -4510078.033860 + Penalty 3392.404084 = -4506685.629776 nChanged 217 SP:Iteration 57Q (9039.533175 sec): 3 clusters Score: Raw -4510115.004794 + Penalty 3392.404084 = -4506722.600710 nChanged 209 SP:Iteration 58Q (9039.591250 sec): 3 clusters Score: Raw -4510155.823453 + Penalty 3392.404084 = -4506763.419369 nChanged 223 SP:Iteration 59Q (9039.648999 sec): 3 clusters Score: Raw -4510195.656297 + Penalty 3392.404084 = -4506803.252213 nChanged 228 SP:Iteration 60F (9039.710806 sec): 3 clusters Score: Raw -4510237.858416 + Penalty 3392.404084 = -4506845.454332 nChanged 221 SP:Iteration 61Q (9039.768851 sec): 3 clusters Score: Raw -4510277.270868 + Penalty 3392.404084 = -4506884.866784 nChanged 201 SP:Iteration 62Q (9039.826393 sec): 3 clusters Score: Raw -4510314.758319 + Penalty 3392.404084 = -4506922.354235 nChanged 218 SP:Iteration 63Q (9039.883777 sec): 3 clusters Score: Raw -4510357.363188 + Penalty 3392.404084 = -4506964.959104 nChanged 223 SP:Iteration 64Q (9039.940975 sec): 3 clusters Score: Raw -4510401.592484 + Penalty 3392.404084 = -4507009.188400 nChanged 212 SP:Iteration 65Q (9039.998048 sec): 3 clusters Score: Raw -4510445.646536 + Penalty 3392.404084 = -4507053.242452 nChanged 221 SP:Iteration 66Q (9040.054934 sec): 3 clusters Score: Raw -4510493.713114 + Penalty 3392.404084 = -4507101.309030 nChanged 214 SP:Iteration 67Q (9040.111829 sec): 3 clusters Score: Raw -4510544.036987 + Penalty 3392.404084 = -4507151.632903 nChanged 234 SP:Iteration 68Q (9040.168480 sec): 3 clusters Score: Raw -4510605.689820 + Penalty 3392.404084 = -4507213.285736 nChanged 221 SP:Iteration 69Q (9040.258883 sec): 3 clusters Score: Raw -4510663.946481 + Penalty 3392.404084 = -4507271.542397 nChanged 226 SP:Iteration 70Q (9040.316042 sec): 3 clusters Score: Raw -4510728.783200 + Penalty 3392.404084 = -4507336.379116 nChanged 215 SP:Iteration 71Q (9040.372146 sec): 3 clusters Score: Raw -4510792.534460 + Penalty 3392.404084 = -4507400.130376 nChanged 193 SP:Iteration 72Q (9040.428209 sec): 3 clusters Score: Raw -4510850.435588 + Penalty 3392.404084 = -4507458.031504 nChanged 168 SP:Iteration 73Q (9040.484125 sec): 3 clusters Score: Raw -4510896.043997 + Penalty 3392.404084 = -4507503.639913 nChanged 154 SP:Iteration 74Q (9040.539823 sec): 3 clusters Score: Raw -4510940.226268 + Penalty 3392.404084 = -4507547.822184 nChanged 140 SP:Iteration 75Q (9040.595306 sec): 3 clusters Score: Raw -4510977.724910 + Penalty 3392.404084 = -4507585.320826 nChanged 126 SP:Iteration 76Q (9040.650776 sec): 3 clusters Score: Raw -4511014.211116 + Penalty 3392.404084 = -4507621.807032 nChanged 115 SP:Iteration 77Q (9040.706182 sec): 3 clusters Score: Raw -4511047.045754 + Penalty 3392.404084 = -4507654.641670 nChanged 106 SP:Iteration 78Q (9040.761244 sec): 3 clusters Score: Raw -4511079.197259 + Penalty 3392.404084 = -4507686.793175 nChanged 94 SP:Iteration 79Q (9040.816428 sec): 3 clusters Score: Raw -4511105.564851 + Penalty 3392.404084 = -4507713.160767 nChanged 102 SP:Iteration 80F (9040.877986 sec): 3 clusters Score: Raw -4511142.654758 + Penalty 3392.404084 = -4507750.250674 nChanged 97 SP:Iteration 81Q (9040.933408 sec): 3 clusters Score: Raw -4511180.333420 + Penalty 3392.404084 = -4507787.929336 nChanged 95 SP:Iteration 82Q (9040.987918 sec): 3 clusters Score: Raw -4511221.676734 + Penalty 3392.404084 = -4507829.272650 nChanged 95 SP:Iteration 83Q (9041.042599 sec): 3 clusters Score: Raw -4511254.999985 + Penalty 3392.404084 = -4507862.595901 nChanged 67 SP:Iteration 84Q (9041.097101 sec): 3 clusters Score: Raw -4511274.931292 + Penalty 3392.404084 = -4507882.527208 nChanged 51 SP:Iteration 85Q (9041.151363 sec): 3 clusters Score: Raw -4511289.488019 + Penalty 3392.404084 = -4507897.083935 nChanged 48 SP:Iteration 86Q (9041.205696 sec): 3 clusters Score: Raw -4511301.983455 + Penalty 3392.404084 = -4507909.579371 nChanged 39 SP:Iteration 87Q (9041.259887 sec): 3 clusters Score: Raw -4511313.576922 + Penalty 3392.404084 = -4507921.172838 nChanged 38 SP:Iteration 88Q (9041.314050 sec): 3 clusters Score: Raw -4511323.440650 + Penalty 3392.404084 = -4507931.036566 nChanged 38 SP:Iteration 89Q (9041.368221 sec): 3 clusters Score: Raw -4511332.185456 + Penalty 3392.404084 = -4507939.781372 nChanged 36 SP:Iteration 90Q (9041.422350 sec): 3 clusters Score: Raw -4511338.983451 + Penalty 3392.404084 = -4507946.579367 nChanged 34 SP:Iteration 91Q (9041.476312 sec): 3 clusters Score: Raw -4511345.754521 + Penalty 3392.404084 = -4507953.350437 nChanged 32 SP:Iteration 92Q (9041.530485 sec): 3 clusters Score: Raw -4511353.611989 + Penalty 3392.404084 = -4507961.207905 nChanged 31 SP:Iteration 93Q (9041.584350 sec): 3 clusters Score: Raw -4511360.955159 + Penalty 3392.404084 = -4507968.551075 nChanged 34 SP:Iteration 94Q (9041.638305 sec): 3 clusters Score: Raw -4511367.354173 + Penalty 3392.404084 = -4507974.950089 nChanged 26 SP:Iteration 95Q (9041.692334 sec): 3 clusters Score: Raw -4511373.294102 + Penalty 3392.404084 = -4507980.890018 nChanged 31 SP:Iteration 96Q (9041.746158 sec): 3 clusters Score: Raw -4511378.247143 + Penalty 3392.404084 = -4507985.843059 nChanged 19 SP:Iteration 97Q (9041.800205 sec): 3 clusters Score: Raw -4511381.382995 + Penalty 3392.404084 = -4507988.978911 nChanged 22 SP:Iteration 98Q (9041.854098 sec): 3 clusters Score: Raw -4511386.095230 + Penalty 3392.404084 = -4507993.691146 nChanged 21 SP:Iteration 99Q (9041.907853 sec): 3 clusters Score: Raw -4511391.961242 + Penalty 3392.404084 = -4507999.557158 nChanged 26 SP:Iteration 100F (9041.969759 sec): 3 clusters Score: Raw -4511398.788071 + Penalty 3392.404084 = -4508006.383987 nChanged 32 SP:Iteration 101Q (9042.024226 sec): 3 clusters Score: Raw -4511405.828159 + Penalty 3392.404084 = -4508013.424075 nChanged 29 SP:Iteration 102Q (9042.077967 sec): 3 clusters Score: Raw -4511414.101773 + Penalty 3392.404084 = -4508021.697689 nChanged 23 SP:Iteration 103Q (9042.131534 sec): 3 clusters Score: Raw -4511419.732230 + Penalty 3392.404084 = -4508027.328146 nChanged 22 SP:Iteration 104Q (9042.185398 sec): 3 clusters Score: Raw -4511425.508128 + Penalty 3392.404084 = -4508033.104044 nChanged 23 SP:Iteration 105Q (9042.239086 sec): 3 clusters Score: Raw -4511429.934055 + Penalty 3392.404084 = -4508037.529971 nChanged 14 SP:Iteration 106Q (9042.292799 sec): 3 clusters Score: Raw -4511432.611460 + Penalty 3392.404084 = -4508040.207376 nChanged 12 SP:Iteration 107Q (9042.346540 sec): 3 clusters Score: Raw -4511434.336549 + Penalty 3392.404084 = -4508041.932465 nChanged 9 SP:Iteration 108Q (9042.400066 sec): 3 clusters Score: Raw -4511435.886042 + Penalty 3392.404084 = -4508043.481958 nChanged 9 SP:Iteration 109Q (9042.453950 sec): 3 clusters Score: Raw -4511436.791334 + Penalty 3392.404084 = -4508044.387250 nChanged 4 SP:Iteration 110Q (9042.507682 sec): 3 clusters Score: Raw -4511437.533637 + Penalty 3392.404084 = -4508045.129552 nChanged 4 SP:Iteration 111Q (9042.561153 sec): 3 clusters Score: Raw -4511437.928477 + Penalty 3392.404084 = -4508045.524393 nChanged 4 SP:Iteration 112Q (9042.614783 sec): 3 clusters Score: Raw -4511438.561138 + Penalty 3392.404084 = -4508046.157054 nChanged 3 SP:Iteration 113Q (9042.668450 sec): 3 clusters Score: Raw -4511438.816346 + Penalty 3392.404084 = -4508046.412262 nChanged 2 SP:Iteration 114Q (9042.721937 sec): 3 clusters Score: Raw -4511438.951270 + Penalty 3392.404084 = -4508046.547186 nChanged 1 SP:Iteration 115Q (9042.775683 sec): 3 clusters Score: Raw -4511439.065422 + Penalty 3392.404084 = -4508046.661338 nChanged 0 SP:Iteration 116F (9042.837184 sec): 3 clusters Score: Raw -4511439.065422 + Penalty 3392.404084 = -4508046.661338 nChanged 0 Trying to split cluster 16 (6590 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9042.854543 sec): 2 clusters Score: Raw -897288.097391 + Penalty 1428.912652 = -895859.184739 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9042.879322 sec): 3 clusters Score: Raw -893705.913110 + Penalty 2857.825304 = -890848.087806 nChanged 2758 SP:Iteration 1F (9042.903441 sec): 3 clusters Score: Raw -895267.984413 + Penalty 2857.825304 = -892410.159109 nChanged 528 SP:Iteration 2F (9042.927424 sec): 3 clusters Score: Raw -895610.229924 + Penalty 2857.825304 = -892752.404620 nChanged 474 SP:Iteration 3F (9042.951493 sec): 3 clusters Score: Raw -895984.411036 + Penalty 2857.825304 = -893126.585732 nChanged 461 SP:Iteration 4F (9042.975423 sec): 3 clusters Score: Raw -896364.599734 + Penalty 2857.825304 = -893506.774430 nChanged 430 SP:Iteration 5F (9042.999630 sec): 3 clusters Score: Raw -896713.890266 + Penalty 2857.825304 = -893856.064962 nChanged 322 SP:Iteration 6Q (9043.023780 sec): 3 clusters Score: Raw -896972.975286 + Penalty 2857.825304 = -894115.149982 nChanged 253 SP:Iteration 7Q (9043.047709 sec): 3 clusters Score: Raw -897177.870505 + Penalty 2857.825304 = -894320.045201 nChanged 180 SP:Iteration 8Q (9043.071636 sec): 3 clusters Score: Raw -897330.457296 + Penalty 2857.825304 = -894472.631992 nChanged 151 SP:Iteration 9Q (9043.095395 sec): 3 clusters Score: Raw -897448.901741 + Penalty 2857.825304 = -894591.076437 nChanged 88 SP:Iteration 10Q (9043.118962 sec): 3 clusters Score: Raw -897500.466328 + Penalty 2857.825304 = -894642.641024 nChanged 54 SP:Iteration 11Q (9043.141967 sec): 3 clusters Score: Raw -897534.663803 + Penalty 2857.825304 = -894676.838499 nChanged 54 SP:Iteration 12Q (9043.164841 sec): 3 clusters Score: Raw -897570.990982 + Penalty 2857.825304 = -894713.165678 nChanged 43 SP:Iteration 13Q (9043.187823 sec): 3 clusters Score: Raw -897596.281361 + Penalty 2857.825304 = -894738.456057 nChanged 32 SP:Iteration 14Q (9043.210772 sec): 3 clusters Score: Raw -897613.988866 + Penalty 2857.825304 = -894756.163562 nChanged 25 SP:Iteration 15Q (9043.233443 sec): 3 clusters Score: Raw -897626.402224 + Penalty 2857.825304 = -894768.576920 nChanged 16 SP:Iteration 16Q (9043.256217 sec): 3 clusters Score: Raw -897634.286271 + Penalty 2857.825304 = -894776.460967 nChanged 12 SP:Iteration 17Q (9043.278923 sec): 3 clusters Score: Raw -897641.217312 + Penalty 2857.825304 = -894783.392008 nChanged 12 SP:Iteration 18Q (9043.301647 sec): 3 clusters Score: Raw -897649.410009 + Penalty 2857.825304 = -894791.584705 nChanged 14 SP:Iteration 19Q (9043.324146 sec): 3 clusters Score: Raw -897658.477842 + Penalty 2857.825304 = -894800.652538 nChanged 9 SP:Iteration 20F (9043.348059 sec): 3 clusters Score: Raw -897662.825478 + Penalty 2857.825304 = -894805.000175 nChanged 7 SP:Iteration 21Q (9043.370542 sec): 3 clusters Score: Raw -897667.438927 + Penalty 2857.825304 = -894809.613624 nChanged 4 SP:Iteration 22Q (9043.393070 sec): 3 clusters Score: Raw -897668.943513 + Penalty 2857.825304 = -894811.118209 nChanged 4 SP:Iteration 23Q (9043.415545 sec): 3 clusters Score: Raw -897671.976943 + Penalty 2857.825304 = -894814.151639 nChanged 9 SP:Iteration 24Q (9043.438372 sec): 3 clusters Score: Raw -897676.299427 + Penalty 2857.825304 = -894818.474123 nChanged 9 SP:Iteration 25Q (9043.461165 sec): 3 clusters Score: Raw -897683.318879 + Penalty 2857.825304 = -894825.493575 nChanged 10 SP:Iteration 26Q (9043.483541 sec): 3 clusters Score: Raw -897689.128027 + Penalty 2857.825304 = -894831.302723 nChanged 9 SP:Iteration 27Q (9043.506280 sec): 3 clusters Score: Raw -897695.222953 + Penalty 2857.825304 = -894837.397649 nChanged 9 SP:Iteration 28Q (9043.529009 sec): 3 clusters Score: Raw -897698.949104 + Penalty 2857.825304 = -894841.123800 nChanged 7 SP:Iteration 29Q (9043.551476 sec): 3 clusters Score: Raw -897702.351343 + Penalty 2857.825304 = -894844.526040 nChanged 8 SP:Iteration 30Q (9043.573870 sec): 3 clusters Score: Raw -897708.400253 + Penalty 2857.825304 = -894850.574949 nChanged 9 SP:Iteration 31Q (9043.596249 sec): 3 clusters Score: Raw -897716.593511 + Penalty 2857.825304 = -894858.768207 nChanged 8 SP:Iteration 32Q (9043.618707 sec): 3 clusters Score: Raw -897723.368948 + Penalty 2857.825304 = -894865.543644 nChanged 6 SP:Iteration 33Q (9043.641156 sec): 3 clusters Score: Raw -897728.141684 + Penalty 2857.825304 = -894870.316380 nChanged 5 SP:Iteration 34Q (9043.663381 sec): 3 clusters Score: Raw -897730.510519 + Penalty 2857.825304 = -894872.685215 nChanged 1 SP:Iteration 35Q (9043.685832 sec): 3 clusters Score: Raw -897731.048979 + Penalty 2857.825304 = -894873.223675 nChanged 0 SP:Iteration 36F (9043.709988 sec): 3 clusters Score: Raw -897731.048979 + Penalty 2857.825304 = -894873.223675 nChanged 0 Trying to split cluster 17 (3353 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9043.727002 sec): 2 clusters Score: Raw -371196.627967 + Penalty 1319.111746 = -369877.516221 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9043.744646 sec): 3 clusters Score: Raw -369600.469481 + Penalty 2638.223493 = -366962.245988 nChanged 1302 SP:Iteration 1F (9043.762228 sec): 3 clusters Score: Raw -370575.406305 + Penalty 2638.223493 = -367937.182812 nChanged 331 SP:Iteration 2F (9043.778667 sec): 3 clusters Score: Raw -370855.271778 + Penalty 2638.223493 = -368217.048285 nChanged 231 SP:Iteration 3F (9043.795317 sec): 3 clusters Score: Raw -371048.163250 + Penalty 2638.223493 = -368409.939757 nChanged 186 SP:Iteration 4F (9043.811955 sec): 3 clusters Score: Raw -371171.265169 + Penalty 2638.223493 = -368533.041676 nChanged 123 SP:Iteration 5Q (9043.828544 sec): 3 clusters Score: Raw -371266.656461 + Penalty 2638.223493 = -368628.432969 nChanged 113 SP:Iteration 6Q (9043.845024 sec): 3 clusters Score: Raw -371368.002087 + Penalty 2638.223493 = -368729.778594 nChanged 119 SP:Iteration 7Q (9043.861569 sec): 3 clusters Score: Raw -371468.605740 + Penalty 2638.223493 = -368830.382247 nChanged 101 SP:Iteration 8Q (9043.877964 sec): 3 clusters Score: Raw -371553.133558 + Penalty 2638.223493 = -368914.910065 nChanged 86 SP:Iteration 9Q (9043.892916 sec): 3 clusters Score: Raw -371622.201033 + Penalty 2638.223493 = -368983.977540 nChanged 70 SP:Iteration 10Q (9043.909164 sec): 3 clusters Score: Raw -371685.326975 + Penalty 2638.223493 = -369047.103482 nChanged 74 SP:Iteration 11Q (9043.925264 sec): 3 clusters Score: Raw -371749.665398 + Penalty 2638.223493 = -369111.441905 nChanged 80 SP:Iteration 12Q (9043.941479 sec): 3 clusters Score: Raw -371828.785676 + Penalty 2638.223493 = -369190.562184 nChanged 70 SP:Iteration 13Q (9043.957568 sec): 3 clusters Score: Raw -371900.853832 + Penalty 2638.223493 = -369262.630340 nChanged 65 SP:Iteration 14Q (9043.973598 sec): 3 clusters Score: Raw -371950.897832 + Penalty 2638.223493 = -369312.674339 nChanged 39 SP:Iteration 15Q (9043.989662 sec): 3 clusters Score: Raw -371974.738418 + Penalty 2638.223493 = -369336.514925 nChanged 26 SP:Iteration 16Q (9044.005623 sec): 3 clusters Score: Raw -372002.884362 + Penalty 2638.223493 = -369364.660869 nChanged 25 SP:Iteration 17Q (9044.021540 sec): 3 clusters Score: Raw -372024.700585 + Penalty 2638.223493 = -369386.477093 nChanged 19 SP:Iteration 18Q (9044.037240 sec): 3 clusters Score: Raw -372033.241488 + Penalty 2638.223493 = -369395.017996 nChanged 16 SP:Iteration 19Q (9044.053121 sec): 3 clusters Score: Raw -372042.899806 + Penalty 2638.223493 = -369404.676314 nChanged 8 SP:Iteration 20F (9044.069442 sec): 3 clusters Score: Raw -372048.041426 + Penalty 2638.223493 = -369409.817934 nChanged 6 SP:Iteration 21Q (9044.085246 sec): 3 clusters Score: Raw -372055.402578 + Penalty 2638.223493 = -369417.179085 nChanged 8 SP:Iteration 22Q (9044.101143 sec): 3 clusters Score: Raw -372058.497642 + Penalty 2638.223493 = -369420.274150 nChanged 6 SP:Iteration 23Q (9044.116993 sec): 3 clusters Score: Raw -372061.377671 + Penalty 2638.223493 = -369423.154179 nChanged 3 SP:Iteration 24Q (9044.132814 sec): 3 clusters Score: Raw -372062.141825 + Penalty 2638.223493 = -369423.918332 nChanged 3 SP:Iteration 25Q (9044.148586 sec): 3 clusters Score: Raw -372063.762853 + Penalty 2638.223493 = -369425.539360 nChanged 4 SP:Iteration 26Q (9044.164405 sec): 3 clusters Score: Raw -372066.053772 + Penalty 2638.223493 = -369427.830280 nChanged 5 SP:Iteration 27Q (9044.180195 sec): 3 clusters Score: Raw -372077.291914 + Penalty 2638.223493 = -369439.068422 nChanged 5 SP:Iteration 28Q (9044.196059 sec): 3 clusters Score: Raw -372080.280931 + Penalty 2638.223493 = -369442.057438 nChanged 9 SP:Iteration 29Q (9044.211958 sec): 3 clusters Score: Raw -372084.375793 + Penalty 2638.223493 = -369446.152300 nChanged 10 SP:Iteration 30Q (9044.227844 sec): 3 clusters Score: Raw -372088.478606 + Penalty 2638.223493 = -369450.255113 nChanged 5 SP:Iteration 31Q (9044.243676 sec): 3 clusters Score: Raw -372091.188527 + Penalty 2638.223493 = -369452.965035 nChanged 6 SP:Iteration 32Q (9044.259496 sec): 3 clusters Score: Raw -372092.892023 + Penalty 2638.223493 = -369454.668531 nChanged 1 SP:Iteration 33Q (9044.275305 sec): 3 clusters Score: Raw -372093.071248 + Penalty 2638.223493 = -369454.847756 nChanged 0 SP:Iteration 34F (9044.291793 sec): 3 clusters Score: Raw -372093.071248 + Penalty 2638.223493 = -369454.847756 nChanged 0 Trying to split cluster 18 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9044.312145 sec): 2 clusters Score: Raw -833023.909406 + Penalty 1417.842155 = -831606.067250 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9044.335379 sec): 3 clusters Score: Raw -829755.058695 + Penalty 2835.684311 = -826919.374384 nChanged 2571 SP:Iteration 1F (9044.357924 sec): 3 clusters Score: Raw -831291.537971 + Penalty 2835.684311 = -828455.853660 nChanged 538 SP:Iteration 2F (9044.380647 sec): 3 clusters Score: Raw -831646.301997 + Penalty 2835.684311 = -828810.617686 nChanged 428 SP:Iteration 3F (9044.403204 sec): 3 clusters Score: Raw -831922.220317 + Penalty 2835.684311 = -829086.536006 nChanged 392 SP:Iteration 4F (9044.425738 sec): 3 clusters Score: Raw -832187.443348 + Penalty 2835.684311 = -829351.759037 nChanged 345 SP:Iteration 5F (9044.448003 sec): 3 clusters Score: Raw -832427.562736 + Penalty 2835.684311 = -829591.878425 nChanged 299 SP:Iteration 6Q (9044.470287 sec): 3 clusters Score: Raw -832648.593657 + Penalty 2835.684311 = -829812.909346 nChanged 276 SP:Iteration 7Q (9044.492679 sec): 3 clusters Score: Raw -832870.028156 + Penalty 2835.684311 = -830034.343845 nChanged 238 SP:Iteration 8Q (9044.515246 sec): 3 clusters Score: Raw -833049.925121 + Penalty 2835.684311 = -830214.240810 nChanged 191 SP:Iteration 9Q (9044.537751 sec): 3 clusters Score: Raw -833164.134632 + Penalty 2835.684311 = -830328.450321 nChanged 128 SP:Iteration 10Q (9044.559916 sec): 3 clusters Score: Raw -833229.029432 + Penalty 2835.684311 = -830393.345122 nChanged 86 SP:Iteration 11Q (9044.582272 sec): 3 clusters Score: Raw -833267.210855 + Penalty 2835.684311 = -830431.526544 nChanged 74 SP:Iteration 12Q (9044.604198 sec): 3 clusters Score: Raw -833296.480419 + Penalty 2835.684311 = -830460.796108 nChanged 55 SP:Iteration 13Q (9044.626131 sec): 3 clusters Score: Raw -833315.221980 + Penalty 2835.684311 = -830479.537669 nChanged 47 SP:Iteration 14Q (9044.648017 sec): 3 clusters Score: Raw -833330.002328 + Penalty 2835.684311 = -830494.318017 nChanged 37 SP:Iteration 15Q (9044.669985 sec): 3 clusters Score: Raw -833340.579114 + Penalty 2835.684311 = -830504.894803 nChanged 26 SP:Iteration 16Q (9044.692033 sec): 3 clusters Score: Raw -833349.608978 + Penalty 2835.684311 = -830513.924667 nChanged 30 SP:Iteration 17Q (9044.713936 sec): 3 clusters Score: Raw -833359.382188 + Penalty 2835.684311 = -830523.697877 nChanged 29 SP:Iteration 18Q (9044.735687 sec): 3 clusters Score: Raw -833366.961222 + Penalty 2835.684311 = -830531.276912 nChanged 20 SP:Iteration 19Q (9044.757408 sec): 3 clusters Score: Raw -833371.594640 + Penalty 2835.684311 = -830535.910329 nChanged 14 SP:Iteration 20F (9044.779796 sec): 3 clusters Score: Raw -833375.440912 + Penalty 2835.684311 = -830539.756601 nChanged 19 SP:Iteration 21Q (9044.801635 sec): 3 clusters Score: Raw -833380.155181 + Penalty 2835.684311 = -830544.470870 nChanged 19 SP:Iteration 22Q (9044.823516 sec): 3 clusters Score: Raw -833386.848991 + Penalty 2835.684311 = -830551.164680 nChanged 20 SP:Iteration 23Q (9044.880861 sec): 3 clusters Score: Raw -833392.250650 + Penalty 2835.684311 = -830556.566339 nChanged 10 SP:Iteration 24Q (9044.936906 sec): 3 clusters Score: Raw -833394.144218 + Penalty 2835.684311 = -830558.459907 nChanged 9 SP:Iteration 25Q (9044.967304 sec): 3 clusters Score: Raw -833396.933172 + Penalty 2835.684311 = -830561.248861 nChanged 12 SP:Iteration 26Q (9044.988938 sec): 3 clusters Score: Raw -833399.847274 + Penalty 2835.684311 = -830564.162963 nChanged 13 SP:Iteration 27Q (9045.010560 sec): 3 clusters Score: Raw -833403.231598 + Penalty 2835.684311 = -830567.547287 nChanged 14 SP:Iteration 28Q (9045.032262 sec): 3 clusters Score: Raw -833406.909229 + Penalty 2835.684311 = -830571.224919 nChanged 14 SP:Iteration 29Q (9045.053821 sec): 3 clusters Score: Raw -833411.825189 + Penalty 2835.684311 = -830576.140878 nChanged 19 SP:Iteration 30Q (9045.075415 sec): 3 clusters Score: Raw -833417.804159 + Penalty 2835.684311 = -830582.119848 nChanged 15 SP:Iteration 31Q (9045.097057 sec): 3 clusters Score: Raw -833422.370781 + Penalty 2835.684311 = -830586.686470 nChanged 13 SP:Iteration 32Q (9045.118639 sec): 3 clusters Score: Raw -833426.049610 + Penalty 2835.684311 = -830590.365300 nChanged 15 SP:Iteration 33Q (9045.140363 sec): 3 clusters Score: Raw -833430.844166 + Penalty 2835.684311 = -830595.159855 nChanged 18 SP:Iteration 34Q (9045.162009 sec): 3 clusters Score: Raw -833435.827376 + Penalty 2835.684311 = -830600.143065 nChanged 15 SP:Iteration 35Q (9045.183394 sec): 3 clusters Score: Raw -833440.506798 + Penalty 2835.684311 = -830604.822487 nChanged 12 SP:Iteration 36Q (9045.205048 sec): 3 clusters Score: Raw -833446.448186 + Penalty 2835.684311 = -830610.763875 nChanged 13 SP:Iteration 37Q (9045.226699 sec): 3 clusters Score: Raw -833452.268368 + Penalty 2835.684311 = -830616.584057 nChanged 14 SP:Iteration 38Q (9045.248249 sec): 3 clusters Score: Raw -833458.071299 + Penalty 2835.684311 = -830622.386988 nChanged 13 SP:Iteration 39Q (9045.269879 sec): 3 clusters Score: Raw -833463.484956 + Penalty 2835.684311 = -830627.800646 nChanged 14 SP:Iteration 40F (9045.292289 sec): 3 clusters Score: Raw -833468.825114 + Penalty 2835.684311 = -830633.140803 nChanged 16 SP:Iteration 41Q (9045.313708 sec): 3 clusters Score: Raw -833475.976763 + Penalty 2835.684311 = -830640.292452 nChanged 21 SP:Iteration 42Q (9045.335067 sec): 3 clusters Score: Raw -833484.430728 + Penalty 2835.684311 = -830648.746417 nChanged 21 SP:Iteration 43Q (9045.356701 sec): 3 clusters Score: Raw -833494.365767 + Penalty 2835.684311 = -830658.681456 nChanged 18 SP:Iteration 44Q (9045.378216 sec): 3 clusters Score: Raw -833501.068583 + Penalty 2835.684311 = -830665.384272 nChanged 18 SP:Iteration 45Q (9045.399329 sec): 3 clusters Score: Raw -833508.189855 + Penalty 2835.684311 = -830672.505544 nChanged 17 SP:Iteration 46Q (9045.420559 sec): 3 clusters Score: Raw -833514.959076 + Penalty 2835.684311 = -830679.274765 nChanged 18 SP:Iteration 47Q (9045.442002 sec): 3 clusters Score: Raw -833521.733444 + Penalty 2835.684311 = -830686.049133 nChanged 24 SP:Iteration 48Q (9045.473828 sec): 3 clusters Score: Raw -833529.615982 + Penalty 2835.684311 = -830693.931671 nChanged 20 SP:Iteration 49Q (9045.495217 sec): 3 clusters Score: Raw -833535.525017 + Penalty 2835.684311 = -830699.840707 nChanged 19 SP:Iteration 50Q (9045.516367 sec): 3 clusters Score: Raw -833540.966495 + Penalty 2835.684311 = -830705.282184 nChanged 6 SP:Iteration 51Q (9045.537714 sec): 3 clusters Score: Raw -833543.004286 + Penalty 2835.684311 = -830707.319975 nChanged 9 SP:Iteration 52Q (9045.559039 sec): 3 clusters Score: Raw -833546.369064 + Penalty 2835.684311 = -830710.684754 nChanged 10 SP:Iteration 53Q (9045.580072 sec): 3 clusters Score: Raw -833548.817194 + Penalty 2835.684311 = -830713.132883 nChanged 7 SP:Iteration 54Q (9045.601234 sec): 3 clusters Score: Raw -833550.834140 + Penalty 2835.684311 = -830715.149829 nChanged 7 SP:Iteration 55Q (9045.622417 sec): 3 clusters Score: Raw -833552.830363 + Penalty 2835.684311 = -830717.146052 nChanged 5 SP:Iteration 56Q (9045.643469 sec): 3 clusters Score: Raw -833554.432770 + Penalty 2835.684311 = -830718.748459 nChanged 3 SP:Iteration 57Q (9045.664379 sec): 3 clusters Score: Raw -833554.982764 + Penalty 2835.684311 = -830719.298453 nChanged 0 SP:Iteration 58F (9045.686795 sec): 3 clusters Score: Raw -833554.982764 + Penalty 2835.684311 = -830719.298453 nChanged 0 Trying to split cluster 19 (93574 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9045.810607 sec): 2 clusters Score: Raw -12181513.466711 + Penalty 1860.057525 = -12179653.409186 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9045.961669 sec): 3 clusters Score: Raw -12120601.682111 + Penalty 3720.115050 = -12116881.567061 nChanged 44786 SP:Iteration 1F (9046.110775 sec): 3 clusters Score: Raw -12147263.851099 + Penalty 3720.115050 = -12143543.736049 nChanged 3419 SP:Iteration 2Q (9046.270789 sec): 3 clusters Score: Raw -12148297.590244 + Penalty 3720.115050 = -12144577.475194 nChanged 3769 SP:Iteration 3Q (9046.430481 sec): 3 clusters Score: Raw -12149676.377155 + Penalty 3720.115050 = -12145956.262105 nChanged 4285 SP:Iteration 4Q (9046.590460 sec): 3 clusters Score: Raw -12151575.977655 + Penalty 3720.115050 = -12147855.862605 nChanged 4891 SP:Iteration 5F (9046.739544 sec): 3 clusters Score: Raw -12154311.444293 + Penalty 3720.115050 = -12150591.329243 nChanged 5686 SP:Iteration 6F (9046.888533 sec): 3 clusters Score: Raw -12158250.184104 + Penalty 3720.115050 = -12154530.069054 nChanged 6231 SP:Iteration 7F (9047.037596 sec): 3 clusters Score: Raw -12163034.024922 + Penalty 3720.115050 = -12159313.909872 nChanged 5944 SP:Iteration 8F (9047.186706 sec): 3 clusters Score: Raw -12167001.433809 + Penalty 3720.115050 = -12163281.318759 nChanged 4640 SP:Iteration 9Q (9047.343384 sec): 3 clusters Score: Raw -12169094.956406 + Penalty 3720.115050 = -12165374.841356 nChanged 2931 SP:Iteration 10Q (9047.498783 sec): 3 clusters Score: Raw -12169877.863771 + Penalty 3720.115050 = -12166157.748721 nChanged 1718 SP:Iteration 11Q (9047.653332 sec): 3 clusters Score: Raw -12170216.043086 + Penalty 3720.115050 = -12166495.928036 nChanged 1133 SP:Iteration 12Q (9047.807222 sec): 3 clusters Score: Raw -12170433.237245 + Penalty 3720.115050 = -12166713.122195 nChanged 1029 SP:Iteration 13Q (9047.960922 sec): 3 clusters Score: Raw -12170632.458514 + Penalty 3720.115050 = -12166912.343464 nChanged 954 SP:Iteration 14Q (9048.116358 sec): 3 clusters Score: Raw -12170816.732176 + Penalty 3720.115050 = -12167096.617126 nChanged 939 SP:Iteration 15Q (9048.270709 sec): 3 clusters Score: Raw -12170994.908296 + Penalty 3720.115050 = -12167274.793246 nChanged 933 SP:Iteration 16Q (9048.424094 sec): 3 clusters Score: Raw -12171168.392778 + Penalty 3720.115050 = -12167448.277728 nChanged 879 SP:Iteration 17Q (9048.576703 sec): 3 clusters Score: Raw -12171327.815590 + Penalty 3720.115050 = -12167607.700540 nChanged 848 SP:Iteration 18Q (9048.745765 sec): 3 clusters Score: Raw -12171482.082497 + Penalty 3720.115050 = -12167761.967447 nChanged 847 SP:Iteration 19Q (9048.898152 sec): 3 clusters Score: Raw -12171642.382639 + Penalty 3720.115050 = -12167922.267589 nChanged 918 SP:Iteration 20F (9049.047185 sec): 3 clusters Score: Raw -12171832.640158 + Penalty 3720.115050 = -12168112.525109 nChanged 939 SP:Iteration 21Q (9049.199478 sec): 3 clusters Score: Raw -12172026.268817 + Penalty 3720.115050 = -12168306.153767 nChanged 908 SP:Iteration 22Q (9049.351510 sec): 3 clusters Score: Raw -12172222.856269 + Penalty 3720.115050 = -12168502.741219 nChanged 971 SP:Iteration 23Q (9049.503104 sec): 3 clusters Score: Raw -12172455.524554 + Penalty 3720.115050 = -12168735.409504 nChanged 1046 SP:Iteration 24Q (9049.654134 sec): 3 clusters Score: Raw -12172729.732051 + Penalty 3720.115050 = -12169009.617001 nChanged 1112 SP:Iteration 25Q (9049.804571 sec): 3 clusters Score: Raw -12173053.635726 + Penalty 3720.115050 = -12169333.520676 nChanged 1243 SP:Iteration 26Q (9049.954539 sec): 3 clusters Score: Raw -12173506.125535 + Penalty 3720.115050 = -12169786.010485 nChanged 1383 SP:Iteration 27Q (9050.103880 sec): 3 clusters Score: Raw -12174089.128047 + Penalty 3720.115050 = -12170369.012997 nChanged 1494 SP:Iteration 28Q (9050.252429 sec): 3 clusters Score: Raw -12174812.290888 + Penalty 3720.115050 = -12171092.175838 nChanged 1512 SP:Iteration 29Q (9050.399880 sec): 3 clusters Score: Raw -12175618.537226 + Penalty 3720.115050 = -12171898.422176 nChanged 1554 SP:Iteration 30Q (9050.546004 sec): 3 clusters Score: Raw -12176476.800183 + Penalty 3720.115050 = -12172756.685133 nChanged 1469 SP:Iteration 31Q (9050.690406 sec): 3 clusters Score: Raw -12177236.537674 + Penalty 3720.115050 = -12173516.422624 nChanged 1334 SP:Iteration 32Q (9050.832865 sec): 3 clusters Score: Raw -12177853.135295 + Penalty 3720.115050 = -12174133.020245 nChanged 1184 SP:Iteration 33Q (9050.973896 sec): 3 clusters Score: Raw -12178335.545432 + Penalty 3720.115050 = -12174615.430382 nChanged 1026 SP:Iteration 34Q (9051.113488 sec): 3 clusters Score: Raw -12178698.375018 + Penalty 3720.115050 = -12174978.259968 nChanged 876 SP:Iteration 35Q (9051.252142 sec): 3 clusters Score: Raw -12178976.052486 + Penalty 3720.115050 = -12175255.937436 nChanged 786 SP:Iteration 36Q (9051.390014 sec): 3 clusters Score: Raw -12179198.141272 + Penalty 3720.115050 = -12175478.026222 nChanged 665 SP:Iteration 37Q (9051.526964 sec): 3 clusters Score: Raw -12179373.480158 + Penalty 3720.115050 = -12175653.365108 nChanged 536 SP:Iteration 38Q (9051.663254 sec): 3 clusters Score: Raw -12179504.222750 + Penalty 3720.115050 = -12175784.107700 nChanged 498 SP:Iteration 39Q (9051.799119 sec): 3 clusters Score: Raw -12179616.115346 + Penalty 3720.115050 = -12175896.000296 nChanged 500 SP:Iteration 40F (9051.948762 sec): 3 clusters Score: Raw -12179760.084075 + Penalty 3720.115050 = -12176039.969025 nChanged 480 SP:Iteration 41Q (9052.086126 sec): 3 clusters Score: Raw -12179860.871482 + Penalty 3720.115050 = -12176140.756432 nChanged 449 SP:Iteration 42Q (9052.224022 sec): 3 clusters Score: Raw -12179942.635617 + Penalty 3720.115050 = -12176222.520567 nChanged 454 SP:Iteration 43Q (9052.361270 sec): 3 clusters Score: Raw -12180023.096960 + Penalty 3720.115050 = -12176302.981910 nChanged 422 SP:Iteration 44Q (9052.530123 sec): 3 clusters Score: Raw -12180092.151804 + Penalty 3720.115050 = -12176372.036754 nChanged 410 SP:Iteration 45Q (9052.665890 sec): 3 clusters Score: Raw -12180156.720172 + Penalty 3720.115050 = -12176436.605122 nChanged 373 SP:Iteration 46Q (9052.801279 sec): 3 clusters Score: Raw -12180214.172903 + Penalty 3720.115050 = -12176494.057853 nChanged 338 SP:Iteration 47Q (9052.936469 sec): 3 clusters Score: Raw -12180266.858469 + Penalty 3720.115050 = -12176546.743419 nChanged 338 SP:Iteration 48Q (9053.071343 sec): 3 clusters Score: Raw -12180317.049981 + Penalty 3720.115050 = -12176596.934931 nChanged 301 SP:Iteration 49Q (9053.206013 sec): 3 clusters Score: Raw -12180360.210002 + Penalty 3720.115050 = -12176640.094952 nChanged 292 SP:Iteration 50Q (9053.340170 sec): 3 clusters Score: Raw -12180401.909374 + Penalty 3720.115050 = -12176681.794324 nChanged 297 SP:Iteration 51Q (9053.474160 sec): 3 clusters Score: Raw -12180444.636719 + Penalty 3720.115050 = -12176724.521669 nChanged 278 SP:Iteration 52Q (9053.607839 sec): 3 clusters Score: Raw -12180483.473911 + Penalty 3720.115050 = -12176763.358861 nChanged 260 SP:Iteration 53Q (9053.741333 sec): 3 clusters Score: Raw -12180517.120578 + Penalty 3720.115050 = -12176797.005528 nChanged 233 SP:Iteration 54Q (9053.874577 sec): 3 clusters Score: Raw -12180547.118384 + Penalty 3720.115050 = -12176827.003334 nChanged 246 SP:Iteration 55Q (9054.007689 sec): 3 clusters Score: Raw -12180580.512161 + Penalty 3720.115050 = -12176860.397111 nChanged 248 SP:Iteration 56Q (9054.167398 sec): 3 clusters Score: Raw -12180614.470779 + Penalty 3720.115050 = -12176894.355729 nChanged 260 SP:Iteration 57Q (9054.332679 sec): 3 clusters Score: Raw -12180651.370555 + Penalty 3720.115050 = -12176931.255505 nChanged 256 SP:Iteration 58Q (9054.498321 sec): 3 clusters Score: Raw -12180687.471172 + Penalty 3720.115050 = -12176967.356122 nChanged 258 SP:Iteration 59Q (9054.663554 sec): 3 clusters Score: Raw -12180723.256577 + Penalty 3720.115050 = -12177003.141527 nChanged 223 SP:Iteration 60F (9054.848637 sec): 3 clusters Score: Raw -12180752.235715 + Penalty 3720.115050 = -12177032.120665 nChanged 217 SP:Iteration 61Q (9054.980544 sec): 3 clusters Score: Raw -12180782.543297 + Penalty 3720.115050 = -12177062.428247 nChanged 217 SP:Iteration 62Q (9055.112256 sec): 3 clusters Score: Raw -12180813.478587 + Penalty 3720.115050 = -12177093.363537 nChanged 209 SP:Iteration 63Q (9055.243656 sec): 3 clusters Score: Raw -12180842.021722 + Penalty 3720.115050 = -12177121.906672 nChanged 198 SP:Iteration 64Q (9055.374985 sec): 3 clusters Score: Raw -12180869.052001 + Penalty 3720.115050 = -12177148.936951 nChanged 192 SP:Iteration 65Q (9055.506983 sec): 3 clusters Score: Raw -12180894.664578 + Penalty 3720.115050 = -12177174.549528 nChanged 188 SP:Iteration 66Q (9055.638468 sec): 3 clusters Score: Raw -12180921.358209 + Penalty 3720.115050 = -12177201.243159 nChanged 206 SP:Iteration 67Q (9055.769717 sec): 3 clusters Score: Raw -12180952.121534 + Penalty 3720.115050 = -12177232.006484 nChanged 201 SP:Iteration 68Q (9055.900237 sec): 3 clusters Score: Raw -12180982.016227 + Penalty 3720.115050 = -12177261.901177 nChanged 208 SP:Iteration 69Q (9056.030773 sec): 3 clusters Score: Raw -12181015.182786 + Penalty 3720.115050 = -12177295.067736 nChanged 195 SP:Iteration 70Q (9056.161012 sec): 3 clusters Score: Raw -12181043.179249 + Penalty 3720.115050 = -12177323.064199 nChanged 162 SP:Iteration 71Q (9056.290975 sec): 3 clusters Score: Raw -12181065.414678 + Penalty 3720.115050 = -12177345.299628 nChanged 178 SP:Iteration 72Q (9056.420900 sec): 3 clusters Score: Raw -12181093.546552 + Penalty 3720.115050 = -12177373.431502 nChanged 180 SP:Iteration 73Q (9056.550894 sec): 3 clusters Score: Raw -12181121.873201 + Penalty 3720.115050 = -12177401.758151 nChanged 172 SP:Iteration 74Q (9056.680549 sec): 3 clusters Score: Raw -12181147.161095 + Penalty 3720.115050 = -12177427.046045 nChanged 152 SP:Iteration 75Q (9056.809900 sec): 3 clusters Score: Raw -12181169.951359 + Penalty 3720.115050 = -12177449.836309 nChanged 176 SP:Iteration 76Q (9056.939359 sec): 3 clusters Score: Raw -12181197.254211 + Penalty 3720.115050 = -12177477.139161 nChanged 163 SP:Iteration 77Q (9057.068557 sec): 3 clusters Score: Raw -12181220.226388 + Penalty 3720.115050 = -12177500.111338 nChanged 152 SP:Iteration 78Q (9057.197706 sec): 3 clusters Score: Raw -12181241.618328 + Penalty 3720.115050 = -12177521.503279 nChanged 148 SP:Iteration 79Q (9057.326535 sec): 3 clusters Score: Raw -12181260.657186 + Penalty 3720.115050 = -12177540.542136 nChanged 150 SP:Iteration 80F (9057.475961 sec): 3 clusters Score: Raw -12181280.655514 + Penalty 3720.115050 = -12177560.540464 nChanged 141 SP:Iteration 81Q (9057.604761 sec): 3 clusters Score: Raw -12181300.292873 + Penalty 3720.115050 = -12177580.177823 nChanged 148 SP:Iteration 82Q (9057.733155 sec): 3 clusters Score: Raw -12181323.060042 + Penalty 3720.115050 = -12177602.944992 nChanged 144 SP:Iteration 83Q (9057.861599 sec): 3 clusters Score: Raw -12181342.632275 + Penalty 3720.115050 = -12177622.517225 nChanged 137 SP:Iteration 84Q (9057.989976 sec): 3 clusters Score: Raw -12181363.971116 + Penalty 3720.115050 = -12177643.856066 nChanged 142 SP:Iteration 85Q (9058.117978 sec): 3 clusters Score: Raw -12181386.329229 + Penalty 3720.115050 = -12177666.214179 nChanged 130 SP:Iteration 86Q (9058.246051 sec): 3 clusters Score: Raw -12181405.489090 + Penalty 3720.115050 = -12177685.374040 nChanged 121 SP:Iteration 87Q (9058.373924 sec): 3 clusters Score: Raw -12181423.454733 + Penalty 3720.115050 = -12177703.339683 nChanged 126 SP:Iteration 88Q (9058.501636 sec): 3 clusters Score: Raw -12181441.030331 + Penalty 3720.115050 = -12177720.915281 nChanged 132 SP:Iteration 89Q (9058.641690 sec): 3 clusters Score: Raw -12181460.883763 + Penalty 3720.115050 = -12177740.768713 nChanged 120 SP:Iteration 90Q (9058.768924 sec): 3 clusters Score: Raw -12181476.820664 + Penalty 3720.115050 = -12177756.705614 nChanged 97 SP:Iteration 91Q (9058.896988 sec): 3 clusters Score: Raw -12181490.971849 + Penalty 3720.115050 = -12177770.856799 nChanged 102 SP:Iteration 92Q (9059.065036 sec): 3 clusters Score: Raw -12181505.395159 + Penalty 3720.115050 = -12177785.280109 nChanged 107 SP:Iteration 93Q (9059.212543 sec): 3 clusters Score: Raw -12181519.125717 + Penalty 3720.115050 = -12177799.010667 nChanged 90 SP:Iteration 94Q (9059.339638 sec): 3 clusters Score: Raw -12181530.093084 + Penalty 3720.115050 = -12177809.978034 nChanged 84 SP:Iteration 95Q (9059.466717 sec): 3 clusters Score: Raw -12181541.282808 + Penalty 3720.115050 = -12177821.167758 nChanged 75 SP:Iteration 96Q (9059.593752 sec): 3 clusters Score: Raw -12181549.840365 + Penalty 3720.115050 = -12177829.725315 nChanged 69 SP:Iteration 97Q (9059.720494 sec): 3 clusters Score: Raw -12181559.251025 + Penalty 3720.115050 = -12177839.135975 nChanged 81 SP:Iteration 98Q (9059.847295 sec): 3 clusters Score: Raw -12181569.836791 + Penalty 3720.115050 = -12177849.721741 nChanged 88 SP:Iteration 99Q (9059.973915 sec): 3 clusters Score: Raw -12181581.259372 + Penalty 3720.115050 = -12177861.144322 nChanged 82 SP:Iteration 100F (9060.123080 sec): 3 clusters Score: Raw -12181593.015617 + Penalty 3720.115050 = -12177872.900567 nChanged 74 SP:Iteration 101Q (9060.249691 sec): 3 clusters Score: Raw -12181603.079932 + Penalty 3720.115050 = -12177882.964882 nChanged 61 SP:Iteration 102Q (9060.376172 sec): 3 clusters Score: Raw -12181610.331413 + Penalty 3720.115050 = -12177890.216363 nChanged 58 SP:Iteration 103Q (9060.502567 sec): 3 clusters Score: Raw -12181616.670643 + Penalty 3720.115050 = -12177896.555593 nChanged 51 SP:Iteration 104Q (9060.628949 sec): 3 clusters Score: Raw -12181622.754928 + Penalty 3720.115050 = -12177902.639878 nChanged 60 SP:Iteration 105Q (9060.755330 sec): 3 clusters Score: Raw -12181629.678155 + Penalty 3720.115050 = -12177909.563105 nChanged 47 SP:Iteration 106Q (9060.881645 sec): 3 clusters Score: Raw -12181634.383570 + Penalty 3720.115050 = -12177914.268520 nChanged 36 SP:Iteration 107Q (9061.007929 sec): 3 clusters Score: Raw -12181637.117671 + Penalty 3720.115050 = -12177917.002621 nChanged 41 SP:Iteration 108Q (9061.134152 sec): 3 clusters Score: Raw -12181640.662913 + Penalty 3720.115050 = -12177920.547863 nChanged 38 SP:Iteration 109Q (9061.260313 sec): 3 clusters Score: Raw -12181644.830784 + Penalty 3720.115050 = -12177924.715734 nChanged 39 SP:Iteration 110Q (9061.386490 sec): 3 clusters Score: Raw -12181648.933115 + Penalty 3720.115050 = -12177928.818065 nChanged 37 SP:Iteration 111Q (9061.512532 sec): 3 clusters Score: Raw -12181652.168921 + Penalty 3720.115050 = -12177932.053871 nChanged 34 SP:Iteration 112Q (9061.638605 sec): 3 clusters Score: Raw -12181655.450768 + Penalty 3720.115050 = -12177935.335718 nChanged 34 SP:Iteration 113Q (9061.764606 sec): 3 clusters Score: Raw -12181659.920804 + Penalty 3720.115050 = -12177939.805754 nChanged 37 SP:Iteration 114Q (9061.891384 sec): 3 clusters Score: Raw -12181664.874393 + Penalty 3720.115050 = -12177944.759343 nChanged 43 SP:Iteration 115Q (9062.017514 sec): 3 clusters Score: Raw -12181671.403353 + Penalty 3720.115050 = -12177951.288303 nChanged 49 SP:Iteration 116Q (9062.143451 sec): 3 clusters Score: Raw -12181677.719459 + Penalty 3720.115050 = -12177957.604409 nChanged 50 SP:Iteration 117Q (9062.269252 sec): 3 clusters Score: Raw -12181683.871346 + Penalty 3720.115050 = -12177963.756296 nChanged 43 SP:Iteration 118Q (9062.395138 sec): 3 clusters Score: Raw -12181690.099449 + Penalty 3720.115050 = -12177969.984399 nChanged 47 SP:Iteration 119Q (9062.520890 sec): 3 clusters Score: Raw -12181696.097261 + Penalty 3720.115050 = -12177975.982211 nChanged 50 SP:Iteration 120F (9062.669976 sec): 3 clusters Score: Raw -12181703.565779 + Penalty 3720.115050 = -12177983.450729 nChanged 57 SP:Iteration 121Q (9062.795509 sec): 3 clusters Score: Raw -12181711.093192 + Penalty 3720.115050 = -12177990.978142 nChanged 70 SP:Iteration 122Q (9062.921129 sec): 3 clusters Score: Raw -12181721.707241 + Penalty 3720.115050 = -12178001.592191 nChanged 68 SP:Iteration 123Q (9063.046597 sec): 3 clusters Score: Raw -12181732.472478 + Penalty 3720.115050 = -12178012.357428 nChanged 61 SP:Iteration 124Q (9063.171947 sec): 3 clusters Score: Raw -12181741.269386 + Penalty 3720.115050 = -12178021.154336 nChanged 46 SP:Iteration 125Q (9063.297247 sec): 3 clusters Score: Raw -12181747.333901 + Penalty 3720.115050 = -12178027.218851 nChanged 47 SP:Iteration 126Q (9063.422712 sec): 3 clusters Score: Raw -12181755.603177 + Penalty 3720.115050 = -12178035.488127 nChanged 55 SP:Iteration 127Q (9063.548068 sec): 3 clusters Score: Raw -12181763.204400 + Penalty 3720.115050 = -12178043.089350 nChanged 47 SP:Iteration 128Q (9063.673346 sec): 3 clusters Score: Raw -12181769.483520 + Penalty 3720.115050 = -12178049.368470 nChanged 32 SP:Iteration 129Q (9063.798678 sec): 3 clusters Score: Raw -12181772.957686 + Penalty 3720.115050 = -12178052.842636 nChanged 31 SP:Iteration 130Q (9063.923819 sec): 3 clusters Score: Raw -12181776.169332 + Penalty 3720.115050 = -12178056.054283 nChanged 19 SP:Iteration 131Q (9064.048875 sec): 3 clusters Score: Raw -12181778.034543 + Penalty 3720.115050 = -12178057.919493 nChanged 16 SP:Iteration 132Q (9064.173886 sec): 3 clusters Score: Raw -12181779.862121 + Penalty 3720.115050 = -12178059.747071 nChanged 19 SP:Iteration 133Q (9064.299155 sec): 3 clusters Score: Raw -12181781.874991 + Penalty 3720.115050 = -12178061.759941 nChanged 21 SP:Iteration 134Q (9064.426798 sec): 3 clusters Score: Raw -12181784.283947 + Penalty 3720.115050 = -12178064.168897 nChanged 12 SP:Iteration 135Q (9064.554031 sec): 3 clusters Score: Raw -12181785.279491 + Penalty 3720.115050 = -12178065.164441 nChanged 7 SP:Iteration 136Q (9064.679251 sec): 3 clusters Score: Raw -12181785.849056 + Penalty 3720.115050 = -12178065.734006 nChanged 7 SP:Iteration 137Q (9064.804381 sec): 3 clusters Score: Raw -12181786.512967 + Penalty 3720.115050 = -12178066.397917 nChanged 7 SP:Iteration 138Q (9064.929435 sec): 3 clusters Score: Raw -12181787.466110 + Penalty 3720.115050 = -12178067.351060 nChanged 13 SP:Iteration 139Q (9065.055281 sec): 3 clusters Score: Raw -12181788.745913 + Penalty 3720.115050 = -12178068.630863 nChanged 18 SP:Iteration 140F (9065.204162 sec): 3 clusters Score: Raw -12181790.262878 + Penalty 3720.115050 = -12178070.147828 nChanged 14 SP:Iteration 141Q (9065.329189 sec): 3 clusters Score: Raw -12181791.482072 + Penalty 3720.115050 = -12178071.367022 nChanged 13 SP:Iteration 142Q (9065.454307 sec): 3 clusters Score: Raw -12181792.782709 + Penalty 3720.115050 = -12178072.667659 nChanged 12 SP:Iteration 143Q (9065.579278 sec): 3 clusters Score: Raw -12181794.143752 + Penalty 3720.115050 = -12178074.028702 nChanged 13 SP:Iteration 144Q (9065.704219 sec): 3 clusters Score: Raw -12181795.879143 + Penalty 3720.115050 = -12178075.764093 nChanged 14 SP:Iteration 145Q (9065.829234 sec): 3 clusters Score: Raw -12181797.448327 + Penalty 3720.115050 = -12178077.333277 nChanged 11 SP:Iteration 146Q (9065.954305 sec): 3 clusters Score: Raw -12181798.347765 + Penalty 3720.115050 = -12178078.232715 nChanged 9 SP:Iteration 147Q (9066.079294 sec): 3 clusters Score: Raw -12181799.135783 + Penalty 3720.115050 = -12178079.020733 nChanged 5 SP:Iteration 148Q (9066.204237 sec): 3 clusters Score: Raw -12181799.703815 + Penalty 3720.115050 = -12178079.588765 nChanged 6 SP:Iteration 149Q (9066.329288 sec): 3 clusters Score: Raw -12181800.380151 + Penalty 3720.115050 = -12178080.265101 nChanged 6 SP:Iteration 150Q (9066.454327 sec): 3 clusters Score: Raw -12181800.813626 + Penalty 3720.115050 = -12178080.698576 nChanged 3 SP:Iteration 151Q (9066.579267 sec): 3 clusters Score: Raw -12181801.097899 + Penalty 3720.115050 = -12178080.982849 nChanged 2 SP:Iteration 152Q (9066.704229 sec): 3 clusters Score: Raw -12181801.245946 + Penalty 3720.115050 = -12178081.130896 nChanged 3 SP:Iteration 153Q (9066.829182 sec): 3 clusters Score: Raw -12181801.456592 + Penalty 3720.115050 = -12178081.341542 nChanged 5 SP:Iteration 154Q (9066.954117 sec): 3 clusters Score: Raw -12181801.732786 + Penalty 3720.115050 = -12178081.617736 nChanged 1 SP:Iteration 155Q (9067.079039 sec): 3 clusters Score: Raw -12181801.791391 + Penalty 3720.115050 = -12178081.676341 nChanged 1 SP:Iteration 156Q (9067.203918 sec): 3 clusters Score: Raw -12181801.821449 + Penalty 3720.115050 = -12178081.706399 nChanged 1 SP:Iteration 157Q (9067.328788 sec): 3 clusters Score: Raw -12181801.850762 + Penalty 3720.115050 = -12178081.735712 nChanged 0 SP:Iteration 158F (9067.478067 sec): 3 clusters Score: Raw -12181801.850762 + Penalty 3720.115050 = -12178081.735712 nChanged 0 Trying to split cluster 20 (2188 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9067.487637 sec): 2 clusters Score: Raw -263009.023838 + Penalty 1249.745764 = -261759.278074 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9067.499510 sec): 3 clusters Score: Raw -262046.433645 + Penalty 2499.491528 = -259546.942117 nChanged 796 SP:Iteration 1F (9067.510575 sec): 3 clusters Score: Raw -262677.719310 + Penalty 2499.491528 = -260178.227782 nChanged 197 SP:Iteration 2F (9067.521560 sec): 3 clusters Score: Raw -262867.556863 + Penalty 2499.491528 = -260368.065334 nChanged 137 SP:Iteration 3F (9067.532628 sec): 3 clusters Score: Raw -263027.637553 + Penalty 2499.491528 = -260528.146025 nChanged 133 SP:Iteration 4F (9067.543672 sec): 3 clusters Score: Raw -263179.741767 + Penalty 2499.491528 = -260680.250239 nChanged 124 SP:Iteration 5F (9067.554573 sec): 3 clusters Score: Raw -263310.053477 + Penalty 2499.491528 = -260810.561949 nChanged 104 SP:Iteration 6Q (9067.565546 sec): 3 clusters Score: Raw -263425.622027 + Penalty 2499.491528 = -260926.130499 nChanged 81 SP:Iteration 7Q (9067.576305 sec): 3 clusters Score: Raw -263502.477619 + Penalty 2499.491528 = -261002.986090 nChanged 64 SP:Iteration 8Q (9067.587107 sec): 3 clusters Score: Raw -263556.071029 + Penalty 2499.491528 = -261056.579501 nChanged 57 SP:Iteration 9Q (9067.597919 sec): 3 clusters Score: Raw -263599.320262 + Penalty 2499.491528 = -261099.828734 nChanged 41 SP:Iteration 10Q (9067.608580 sec): 3 clusters Score: Raw -263630.382434 + Penalty 2499.491528 = -261130.890906 nChanged 36 SP:Iteration 11Q (9067.619231 sec): 3 clusters Score: Raw -263657.217669 + Penalty 2499.491528 = -261157.726140 nChanged 25 SP:Iteration 12Q (9067.629888 sec): 3 clusters Score: Raw -263672.896265 + Penalty 2499.491528 = -261173.404737 nChanged 24 SP:Iteration 13Q (9067.640495 sec): 3 clusters Score: Raw -263691.461998 + Penalty 2499.491528 = -261191.970470 nChanged 25 SP:Iteration 14Q (9067.651086 sec): 3 clusters Score: Raw -263708.721671 + Penalty 2499.491528 = -261209.230143 nChanged 26 SP:Iteration 15Q (9067.661706 sec): 3 clusters Score: Raw -263735.303509 + Penalty 2499.491528 = -261235.811980 nChanged 33 SP:Iteration 16Q (9067.672268 sec): 3 clusters Score: Raw -263768.139751 + Penalty 2499.491528 = -261268.648223 nChanged 21 SP:Iteration 17Q (9067.682840 sec): 3 clusters Score: Raw -263780.986263 + Penalty 2499.491528 = -261281.494735 nChanged 10 SP:Iteration 18Q (9067.693457 sec): 3 clusters Score: Raw -263785.728991 + Penalty 2499.491528 = -261286.237463 nChanged 7 SP:Iteration 19Q (9067.704029 sec): 3 clusters Score: Raw -263791.055520 + Penalty 2499.491528 = -261291.563992 nChanged 9 SP:Iteration 20F (9067.714909 sec): 3 clusters Score: Raw -263795.188537 + Penalty 2499.491528 = -261295.697008 nChanged 4 SP:Iteration 21Q (9067.725616 sec): 3 clusters Score: Raw -263800.228814 + Penalty 2499.491528 = -261300.737286 nChanged 7 SP:Iteration 22Q (9067.736314 sec): 3 clusters Score: Raw -263807.492985 + Penalty 2499.491528 = -261308.001457 nChanged 7 SP:Iteration 23Q (9067.746981 sec): 3 clusters Score: Raw -263815.243337 + Penalty 2499.491528 = -261315.751809 nChanged 10 SP:Iteration 24Q (9067.757576 sec): 3 clusters Score: Raw -263822.230237 + Penalty 2499.491528 = -261322.738709 nChanged 9 SP:Iteration 25Q (9067.768224 sec): 3 clusters Score: Raw -263825.678121 + Penalty 2499.491528 = -261326.186593 nChanged 5 SP:Iteration 26Q (9067.778915 sec): 3 clusters Score: Raw -263828.705635 + Penalty 2499.491528 = -261329.214106 nChanged 7 SP:Iteration 27Q (9067.789629 sec): 3 clusters Score: Raw -263832.223422 + Penalty 2499.491528 = -261332.731894 nChanged 4 SP:Iteration 28Q (9067.800290 sec): 3 clusters Score: Raw -263834.475013 + Penalty 2499.491528 = -261334.983485 nChanged 5 SP:Iteration 29Q (9067.810844 sec): 3 clusters Score: Raw -263836.494377 + Penalty 2499.491528 = -261337.002849 nChanged 2 SP:Iteration 30Q (9067.821516 sec): 3 clusters Score: Raw -263837.364739 + Penalty 2499.491528 = -261337.873210 nChanged 1 SP:Iteration 31Q (9067.832176 sec): 3 clusters Score: Raw -263838.062503 + Penalty 2499.491528 = -261338.570975 nChanged 2 SP:Iteration 32Q (9067.842880 sec): 3 clusters Score: Raw -263839.475570 + Penalty 2499.491528 = -261339.984042 nChanged 1 SP:Iteration 33Q (9067.853589 sec): 3 clusters Score: Raw -263839.984588 + Penalty 2499.491528 = -261340.493059 nChanged 1 SP:Iteration 34Q (9067.864159 sec): 3 clusters Score: Raw -263840.145396 + Penalty 2499.491528 = -261340.653868 nChanged 1 SP:Iteration 35Q (9067.874716 sec): 3 clusters Score: Raw -263840.271882 + Penalty 2499.491528 = -261340.780353 nChanged 1 SP:Iteration 36Q (9067.885442 sec): 3 clusters Score: Raw -263840.464037 + Penalty 2499.491528 = -261340.972509 nChanged 0 SP:Iteration 37F (9067.896420 sec): 3 clusters Score: Raw -263840.464037 + Penalty 2499.491528 = -261340.972509 nChanged 0 Trying to split cluster 21 (2129 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9067.912408 sec): 2 clusters Score: Raw -258065.297631 + Penalty 1245.303746 = -256819.993885 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9067.923849 sec): 3 clusters Score: Raw -257190.279999 + Penalty 2490.607491 = -254699.672508 nChanged 755 SP:Iteration 1F (9067.934553 sec): 3 clusters Score: Raw -257803.248891 + Penalty 2490.607491 = -255312.641400 nChanged 220 SP:Iteration 2F (9067.945303 sec): 3 clusters Score: Raw -258085.655124 + Penalty 2490.607491 = -255595.047633 nChanged 160 SP:Iteration 3F (9067.955911 sec): 3 clusters Score: Raw -258318.534146 + Penalty 2490.607491 = -255827.926655 nChanged 141 SP:Iteration 4F (9067.966576 sec): 3 clusters Score: Raw -258533.581345 + Penalty 2490.607491 = -256042.973854 nChanged 113 SP:Iteration 5F (9067.977288 sec): 3 clusters Score: Raw -258646.142178 + Penalty 2490.607491 = -256155.534687 nChanged 82 SP:Iteration 6Q (9067.987821 sec): 3 clusters Score: Raw -258740.324449 + Penalty 2490.607491 = -256249.716958 nChanged 86 SP:Iteration 7Q (9067.998306 sec): 3 clusters Score: Raw -258811.735404 + Penalty 2490.607491 = -256321.127913 nChanged 60 SP:Iteration 8Q (9068.008800 sec): 3 clusters Score: Raw -258849.834328 + Penalty 2490.607491 = -256359.226837 nChanged 51 SP:Iteration 9Q (9068.019174 sec): 3 clusters Score: Raw -258891.024660 + Penalty 2490.607491 = -256400.417169 nChanged 47 SP:Iteration 10Q (9068.029639 sec): 3 clusters Score: Raw -258934.587995 + Penalty 2490.607491 = -256443.980503 nChanged 36 SP:Iteration 11Q (9068.040109 sec): 3 clusters Score: Raw -258961.781510 + Penalty 2490.607491 = -256471.174019 nChanged 33 SP:Iteration 12Q (9068.050559 sec): 3 clusters Score: Raw -258981.645237 + Penalty 2490.607491 = -256491.037746 nChanged 18 SP:Iteration 13Q (9068.060903 sec): 3 clusters Score: Raw -258992.465076 + Penalty 2490.607491 = -256501.857585 nChanged 19 SP:Iteration 14Q (9068.071387 sec): 3 clusters Score: Raw -259002.935153 + Penalty 2490.607491 = -256512.327662 nChanged 25 SP:Iteration 15Q (9068.081835 sec): 3 clusters Score: Raw -259017.685770 + Penalty 2490.607491 = -256527.078279 nChanged 21 SP:Iteration 16Q (9068.092279 sec): 3 clusters Score: Raw -259027.741200 + Penalty 2490.607491 = -256537.133709 nChanged 17 SP:Iteration 17Q (9068.102651 sec): 3 clusters Score: Raw -259034.944225 + Penalty 2490.607491 = -256544.336734 nChanged 11 SP:Iteration 18Q (9068.112982 sec): 3 clusters Score: Raw -259037.781514 + Penalty 2490.607491 = -256547.174023 nChanged 7 SP:Iteration 19Q (9068.123391 sec): 3 clusters Score: Raw -259040.532393 + Penalty 2490.607491 = -256549.924902 nChanged 7 SP:Iteration 20F (9068.134124 sec): 3 clusters Score: Raw -259044.102668 + Penalty 2490.607491 = -256553.495177 nChanged 8 SP:Iteration 21Q (9068.144589 sec): 3 clusters Score: Raw -259047.260608 + Penalty 2490.607491 = -256556.653117 nChanged 8 SP:Iteration 22Q (9068.155036 sec): 3 clusters Score: Raw -259049.275235 + Penalty 2490.607491 = -256558.667744 nChanged 7 SP:Iteration 23Q (9068.165526 sec): 3 clusters Score: Raw -259050.524678 + Penalty 2490.607491 = -256559.917187 nChanged 2 SP:Iteration 24Q (9068.175905 sec): 3 clusters Score: Raw -259051.123126 + Penalty 2490.607491 = -256560.515635 nChanged 3 SP:Iteration 25Q (9068.186360 sec): 3 clusters Score: Raw -259051.872746 + Penalty 2490.607491 = -256561.265255 nChanged 1 SP:Iteration 26Q (9068.196750 sec): 3 clusters Score: Raw -259052.144368 + Penalty 2490.607491 = -256561.536877 nChanged 2 SP:Iteration 27Q (9068.207197 sec): 3 clusters Score: Raw -259052.575137 + Penalty 2490.607491 = -256561.967646 nChanged 0 SP:Iteration 28F (9068.217895 sec): 3 clusters Score: Raw -259052.575137 + Penalty 2490.607491 = -256561.967646 nChanged 0 Trying to split cluster 22 (5568 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9068.238662 sec): 2 clusters Score: Raw -706231.722927 + Penalty 1401.528570 = -704830.194356 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9068.261739 sec): 3 clusters Score: Raw -703320.166248 + Penalty 2803.057141 = -700517.109108 nChanged 2270 SP:Iteration 1F (9068.284455 sec): 3 clusters Score: Raw -704666.268853 + Penalty 2803.057141 = -701863.211712 nChanged 477 SP:Iteration 2F (9068.307176 sec): 3 clusters Score: Raw -705050.460979 + Penalty 2803.057141 = -702247.403838 nChanged 433 SP:Iteration 3F (9068.329992 sec): 3 clusters Score: Raw -705386.862694 + Penalty 2803.057141 = -702583.805553 nChanged 369 SP:Iteration 4F (9068.352445 sec): 3 clusters Score: Raw -705675.727794 + Penalty 2803.057141 = -702872.670653 nChanged 313 SP:Iteration 5F (9068.375026 sec): 3 clusters Score: Raw -705929.275140 + Penalty 2803.057141 = -703126.217999 nChanged 270 SP:Iteration 6Q (9068.397555 sec): 3 clusters Score: Raw -706107.374486 + Penalty 2803.057141 = -703304.317346 nChanged 221 SP:Iteration 7Q (9068.419991 sec): 3 clusters Score: Raw -706242.873982 + Penalty 2803.057141 = -703439.816841 nChanged 172 SP:Iteration 8Q (9068.442291 sec): 3 clusters Score: Raw -706331.773921 + Penalty 2803.057141 = -703528.716780 nChanged 127 SP:Iteration 9Q (9068.464844 sec): 3 clusters Score: Raw -706380.185009 + Penalty 2803.057141 = -703577.127869 nChanged 81 SP:Iteration 10Q (9068.487544 sec): 3 clusters Score: Raw -706412.918442 + Penalty 2803.057141 = -703609.861301 nChanged 82 SP:Iteration 11Q (9068.509811 sec): 3 clusters Score: Raw -706438.526106 + Penalty 2803.057141 = -703635.468965 nChanged 46 SP:Iteration 12Q (9068.532261 sec): 3 clusters Score: Raw -706450.416225 + Penalty 2803.057141 = -703647.359085 nChanged 36 SP:Iteration 13Q (9068.554876 sec): 3 clusters Score: Raw -706459.231079 + Penalty 2803.057141 = -703656.173938 nChanged 28 SP:Iteration 14Q (9068.577268 sec): 3 clusters Score: Raw -706466.667362 + Penalty 2803.057141 = -703663.610221 nChanged 29 SP:Iteration 15Q (9068.599390 sec): 3 clusters Score: Raw -706473.646473 + Penalty 2803.057141 = -703670.589332 nChanged 24 SP:Iteration 16Q (9068.621783 sec): 3 clusters Score: Raw -706478.324638 + Penalty 2803.057141 = -703675.267497 nChanged 21 SP:Iteration 17Q (9068.644262 sec): 3 clusters Score: Raw -706482.360113 + Penalty 2803.057141 = -703679.302973 nChanged 19 SP:Iteration 18Q (9068.666745 sec): 3 clusters Score: Raw -706486.242447 + Penalty 2803.057141 = -703683.185306 nChanged 13 SP:Iteration 19Q (9068.689314 sec): 3 clusters Score: Raw -706488.896430 + Penalty 2803.057141 = -703685.839289 nChanged 14 SP:Iteration 20F (9068.712115 sec): 3 clusters Score: Raw -706492.109828 + Penalty 2803.057141 = -703689.052687 nChanged 18 SP:Iteration 21Q (9068.734648 sec): 3 clusters Score: Raw -706496.658370 + Penalty 2803.057141 = -703693.601230 nChanged 15 SP:Iteration 22Q (9068.756972 sec): 3 clusters Score: Raw -706499.702983 + Penalty 2803.057141 = -703696.645843 nChanged 12 SP:Iteration 23Q (9068.779387 sec): 3 clusters Score: Raw -706501.780641 + Penalty 2803.057141 = -703698.723500 nChanged 5 SP:Iteration 24Q (9068.801952 sec): 3 clusters Score: Raw -706502.509096 + Penalty 2803.057141 = -703699.451956 nChanged 10 SP:Iteration 25Q (9068.824467 sec): 3 clusters Score: Raw -706504.232940 + Penalty 2803.057141 = -703701.175800 nChanged 3 SP:Iteration 26Q (9068.846938 sec): 3 clusters Score: Raw -706504.558780 + Penalty 2803.057141 = -703701.501640 nChanged 3 SP:Iteration 27Q (9068.869182 sec): 3 clusters Score: Raw -706504.958105 + Penalty 2803.057141 = -703701.900964 nChanged 2 SP:Iteration 28Q (9068.891682 sec): 3 clusters Score: Raw -706505.259516 + Penalty 2803.057141 = -703702.202376 nChanged 1 SP:Iteration 29Q (9068.914292 sec): 3 clusters Score: Raw -706505.305680 + Penalty 2803.057141 = -703702.248539 nChanged 1 SP:Iteration 30Q (9068.936750 sec): 3 clusters Score: Raw -706505.343423 + Penalty 2803.057141 = -703702.286282 nChanged 0 SP:Iteration 31F (9068.992182 sec): 3 clusters Score: Raw -706505.343423 + Penalty 2803.057141 = -703702.286282 nChanged 0 Trying to split cluster 23 (32206 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9069.042002 sec): 2 clusters Score: Raw -4063882.222507 + Penalty 1686.735058 = -4062195.487449 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9069.105563 sec): 3 clusters Score: Raw -4044058.568962 + Penalty 3373.470116 = -4040685.098846 nChanged 14954 SP:Iteration 1F (9069.165114 sec): 3 clusters Score: Raw -4052350.097583 + Penalty 3373.470116 = -4048976.627467 nChanged 1441 SP:Iteration 2Q (9069.226338 sec): 3 clusters Score: Raw -4052805.329633 + Penalty 3373.470116 = -4049431.859517 nChanged 1435 SP:Iteration 3Q (9069.287458 sec): 3 clusters Score: Raw -4053337.140730 + Penalty 3373.470116 = -4049963.670613 nChanged 1476 SP:Iteration 4Q (9069.348321 sec): 3 clusters Score: Raw -4053913.931736 + Penalty 3373.470116 = -4050540.461620 nChanged 1594 SP:Iteration 5Q (9069.409227 sec): 3 clusters Score: Raw -4054677.137002 + Penalty 3373.470116 = -4051303.666886 nChanged 1834 SP:Iteration 6F (9069.467976 sec): 3 clusters Score: Raw -4055765.302299 + Penalty 3373.470116 = -4052391.832183 nChanged 2060 SP:Iteration 7F (9069.527323 sec): 3 clusters Score: Raw -4057225.975139 + Penalty 3373.470116 = -4053852.505022 nChanged 2151 SP:Iteration 8F (9069.586562 sec): 3 clusters Score: Raw -4058961.135932 + Penalty 3373.470116 = -4055587.665816 nChanged 1920 SP:Iteration 9F (9069.645797 sec): 3 clusters Score: Raw -4060637.022308 + Penalty 3373.470116 = -4057263.552192 nChanged 1441 SP:Iteration 10Q (9069.705190 sec): 3 clusters Score: Raw -4061916.855871 + Penalty 3373.470116 = -4058543.385755 nChanged 979 SP:Iteration 11Q (9069.761961 sec): 3 clusters Score: Raw -4062780.823760 + Penalty 3373.470116 = -4059407.353644 nChanged 604 SP:Iteration 12Q (9069.816342 sec): 3 clusters Score: Raw -4063298.550497 + Penalty 3373.470116 = -4059925.080381 nChanged 377 SP:Iteration 13Q (9069.869053 sec): 3 clusters Score: Raw -4063586.764699 + Penalty 3373.470116 = -4060213.294583 nChanged 242 SP:Iteration 14Q (9069.919967 sec): 3 clusters Score: Raw -4063767.144395 + Penalty 3373.470116 = -4060393.674279 nChanged 173 SP:Iteration 15Q (9069.970240 sec): 3 clusters Score: Raw -4063873.606620 + Penalty 3373.470116 = -4060500.136504 nChanged 116 SP:Iteration 16Q (9070.020280 sec): 3 clusters Score: Raw -4063952.392984 + Penalty 3373.470116 = -4060578.922868 nChanged 75 SP:Iteration 17Q (9070.069792 sec): 3 clusters Score: Raw -4064004.171805 + Penalty 3373.470116 = -4060630.701689 nChanged 59 SP:Iteration 18Q (9070.119371 sec): 3 clusters Score: Raw -4064035.143859 + Penalty 3373.470116 = -4060661.673743 nChanged 37 SP:Iteration 19Q (9070.168896 sec): 3 clusters Score: Raw -4064055.973723 + Penalty 3373.470116 = -4060682.503607 nChanged 27 SP:Iteration 20F (9070.226964 sec): 3 clusters Score: Raw -4064070.373968 + Penalty 3373.470116 = -4060696.903852 nChanged 20 SP:Iteration 21Q (9070.277004 sec): 3 clusters Score: Raw -4064084.613241 + Penalty 3373.470116 = -4060711.143124 nChanged 20 SP:Iteration 22Q (9070.326171 sec): 3 clusters Score: Raw -4064097.278684 + Penalty 3373.470116 = -4060723.808568 nChanged 12 SP:Iteration 23Q (9070.375500 sec): 3 clusters Score: Raw -4064106.073312 + Penalty 3373.470116 = -4060732.603196 nChanged 15 SP:Iteration 24Q (9070.424591 sec): 3 clusters Score: Raw -4064116.073443 + Penalty 3373.470116 = -4060742.603327 nChanged 13 SP:Iteration 25Q (9070.473798 sec): 3 clusters Score: Raw -4064127.553264 + Penalty 3373.470116 = -4060754.083148 nChanged 15 SP:Iteration 26Q (9070.522970 sec): 3 clusters Score: Raw -4064138.737292 + Penalty 3373.470116 = -4060765.267176 nChanged 15 SP:Iteration 27Q (9070.571938 sec): 3 clusters Score: Raw -4064147.630810 + Penalty 3373.470116 = -4060774.160694 nChanged 10 SP:Iteration 28Q (9070.620708 sec): 3 clusters Score: Raw -4064153.910578 + Penalty 3373.470116 = -4060780.440462 nChanged 9 SP:Iteration 29Q (9070.669817 sec): 3 clusters Score: Raw -4064159.011420 + Penalty 3373.470116 = -4060785.541304 nChanged 11 SP:Iteration 30Q (9070.718748 sec): 3 clusters Score: Raw -4064164.262001 + Penalty 3373.470116 = -4060790.791885 nChanged 4 SP:Iteration 31Q (9070.767526 sec): 3 clusters Score: Raw -4064166.353815 + Penalty 3373.470116 = -4060792.883699 nChanged 3 SP:Iteration 32Q (9070.816503 sec): 3 clusters Score: Raw -4064168.592581 + Penalty 3373.470116 = -4060795.122464 nChanged 6 SP:Iteration 33Q (9070.865341 sec): 3 clusters Score: Raw -4064172.698379 + Penalty 3373.470116 = -4060799.228263 nChanged 3 SP:Iteration 34Q (9070.914023 sec): 3 clusters Score: Raw -4064175.669222 + Penalty 3373.470116 = -4060802.199106 nChanged 1 SP:Iteration 35Q (9070.962996 sec): 3 clusters Score: Raw -4064176.023488 + Penalty 3373.470116 = -4060802.553372 nChanged 1 SP:Iteration 36Q (9071.011840 sec): 3 clusters Score: Raw -4064176.309167 + Penalty 3373.470116 = -4060802.839050 nChanged 1 SP:Iteration 37Q (9071.060541 sec): 3 clusters Score: Raw -4064176.703016 + Penalty 3373.470116 = -4060803.232899 nChanged 0 SP:Iteration 38F (9071.118892 sec): 3 clusters Score: Raw -4064176.703016 + Penalty 3373.470116 = -4060803.232899 nChanged 0 Trying to split cluster 24 (8448 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9071.137213 sec): 2 clusters Score: Raw -1126411.687178 + Penalty 1469.273813 = -1124942.413364 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9071.163345 sec): 3 clusters Score: Raw -1121730.936084 + Penalty 2938.547627 = -1118792.388457 nChanged 3576 SP:Iteration 1F (9071.188551 sec): 3 clusters Score: Raw -1123692.357889 + Penalty 2938.547627 = -1120753.810262 nChanged 504 SP:Iteration 2F (9071.213858 sec): 3 clusters Score: Raw -1123925.213880 + Penalty 2938.547627 = -1120986.666253 nChanged 429 SP:Iteration 3F (9071.238973 sec): 3 clusters Score: Raw -1124094.358907 + Penalty 2938.547627 = -1121155.811280 nChanged 327 SP:Iteration 4Q (9071.264405 sec): 3 clusters Score: Raw -1124224.487056 + Penalty 2938.547627 = -1121285.939429 nChanged 292 SP:Iteration 5Q (9071.289887 sec): 3 clusters Score: Raw -1124336.114462 + Penalty 2938.547627 = -1121397.566835 nChanged 270 SP:Iteration 6Q (9071.315392 sec): 3 clusters Score: Raw -1124439.304645 + Penalty 2938.547627 = -1121500.757018 nChanged 265 SP:Iteration 7Q (9071.340713 sec): 3 clusters Score: Raw -1124565.024413 + Penalty 2938.547627 = -1121626.476786 nChanged 289 SP:Iteration 8Q (9071.365897 sec): 3 clusters Score: Raw -1124701.240863 + Penalty 2938.547627 = -1121762.693236 nChanged 302 SP:Iteration 9Q (9071.391212 sec): 3 clusters Score: Raw -1124852.629277 + Penalty 2938.547627 = -1121914.081650 nChanged 311 SP:Iteration 10Q (9071.416433 sec): 3 clusters Score: Raw -1125017.890691 + Penalty 2938.547627 = -1122079.343064 nChanged 321 SP:Iteration 11Q (9071.441652 sec): 3 clusters Score: Raw -1125220.486757 + Penalty 2938.547627 = -1122281.939130 nChanged 344 SP:Iteration 12Q (9071.466801 sec): 3 clusters Score: Raw -1125465.445141 + Penalty 2938.547627 = -1122526.897514 nChanged 335 SP:Iteration 13Q (9071.491723 sec): 3 clusters Score: Raw -1125732.991361 + Penalty 2938.547627 = -1122794.443734 nChanged 294 SP:Iteration 14Q (9071.516314 sec): 3 clusters Score: Raw -1125972.278493 + Penalty 2938.547627 = -1123033.730866 nChanged 242 SP:Iteration 15Q (9071.540727 sec): 3 clusters Score: Raw -1126166.867955 + Penalty 2938.547627 = -1123228.320328 nChanged 171 SP:Iteration 16Q (9071.564652 sec): 3 clusters Score: Raw -1126299.557456 + Penalty 2938.547627 = -1123361.009829 nChanged 115 SP:Iteration 17Q (9071.588277 sec): 3 clusters Score: Raw -1126382.485456 + Penalty 2938.547627 = -1123443.937829 nChanged 79 SP:Iteration 18Q (9071.611667 sec): 3 clusters Score: Raw -1126444.885103 + Penalty 2938.547627 = -1123506.337476 nChanged 67 SP:Iteration 19Q (9071.634866 sec): 3 clusters Score: Raw -1126496.084194 + Penalty 2938.547627 = -1123557.536567 nChanged 45 SP:Iteration 20F (9071.659959 sec): 3 clusters Score: Raw -1126530.049571 + Penalty 2938.547627 = -1123591.501944 nChanged 43 SP:Iteration 21Q (9071.682934 sec): 3 clusters Score: Raw -1126559.404619 + Penalty 2938.547627 = -1123620.856992 nChanged 27 SP:Iteration 22Q (9071.705979 sec): 3 clusters Score: Raw -1126575.279672 + Penalty 2938.547627 = -1123636.732045 nChanged 20 SP:Iteration 23Q (9071.729029 sec): 3 clusters Score: Raw -1126588.166410 + Penalty 2938.547627 = -1123649.618783 nChanged 15 SP:Iteration 24Q (9071.751921 sec): 3 clusters Score: Raw -1126596.152087 + Penalty 2938.547627 = -1123657.604460 nChanged 15 SP:Iteration 25Q (9071.774882 sec): 3 clusters Score: Raw -1126604.916377 + Penalty 2938.547627 = -1123666.368750 nChanged 9 SP:Iteration 26Q (9071.797647 sec): 3 clusters Score: Raw -1126611.013232 + Penalty 2938.547627 = -1123672.465605 nChanged 11 SP:Iteration 27Q (9071.820312 sec): 3 clusters Score: Raw -1126618.808487 + Penalty 2938.547627 = -1123680.260860 nChanged 6 SP:Iteration 28Q (9071.842991 sec): 3 clusters Score: Raw -1126621.658610 + Penalty 2938.547627 = -1123683.110983 nChanged 3 SP:Iteration 29Q (9071.865745 sec): 3 clusters Score: Raw -1126623.093178 + Penalty 2938.547627 = -1123684.545551 nChanged 3 SP:Iteration 30Q (9071.888542 sec): 3 clusters Score: Raw -1126624.285155 + Penalty 2938.547627 = -1123685.737528 nChanged 2 SP:Iteration 31Q (9071.911286 sec): 3 clusters Score: Raw -1126625.273755 + Penalty 2938.547627 = -1123686.726128 nChanged 1 SP:Iteration 32Q (9071.933907 sec): 3 clusters Score: Raw -1126625.617052 + Penalty 2938.547627 = -1123687.069426 nChanged 1 SP:Iteration 33Q (9071.956646 sec): 3 clusters Score: Raw -1126626.283102 + Penalty 2938.547627 = -1123687.735475 nChanged 1 SP:Iteration 34Q (9071.979472 sec): 3 clusters Score: Raw -1126626.756199 + Penalty 2938.547627 = -1123688.208572 nChanged 2 SP:Iteration 35Q (9072.002274 sec): 3 clusters Score: Raw -1126627.867674 + Penalty 2938.547627 = -1123689.320047 nChanged 2 SP:Iteration 36Q (9072.025159 sec): 3 clusters Score: Raw -1126628.723435 + Penalty 2938.547627 = -1123690.175808 nChanged 3 SP:Iteration 37Q (9072.047787 sec): 3 clusters Score: Raw -1126630.611519 + Penalty 2938.547627 = -1123692.063892 nChanged 3 SP:Iteration 38Q (9072.070602 sec): 3 clusters Score: Raw -1126632.012554 + Penalty 2938.547627 = -1123693.464927 nChanged 1 SP:Iteration 39Q (9072.093254 sec): 3 clusters Score: Raw -1126633.399201 + Penalty 2938.547627 = -1123694.851574 nChanged 0 SP:Iteration 40F (9072.118585 sec): 3 clusters Score: Raw -1126633.399201 + Penalty 2938.547627 = -1123694.851574 nChanged 0 Trying to split cluster 25 (7517 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9072.139775 sec): 2 clusters Score: Raw -1012567.962078 + Penalty 1450.299890 = -1011117.662187 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9072.164811 sec): 3 clusters Score: Raw -1008555.362286 + Penalty 2900.599780 = -1005654.762505 nChanged 3117 SP:Iteration 1F (9072.189170 sec): 3 clusters Score: Raw -1010349.383595 + Penalty 2900.599780 = -1007448.783815 nChanged 557 SP:Iteration 2F (9072.213434 sec): 3 clusters Score: Raw -1010728.372055 + Penalty 2900.599780 = -1007827.772275 nChanged 504 SP:Iteration 3F (9072.237947 sec): 3 clusters Score: Raw -1011074.765893 + Penalty 2900.599780 = -1008174.166113 nChanged 503 SP:Iteration 4F (9072.262451 sec): 3 clusters Score: Raw -1011448.085615 + Penalty 2900.599780 = -1008547.485834 nChanged 467 SP:Iteration 5F (9072.286852 sec): 3 clusters Score: Raw -1011798.846302 + Penalty 2900.599780 = -1008898.246522 nChanged 429 SP:Iteration 6F (9072.311234 sec): 3 clusters Score: Raw -1012118.721753 + Penalty 2900.599780 = -1009218.121973 nChanged 366 SP:Iteration 7Q (9072.335659 sec): 3 clusters Score: Raw -1012383.596877 + Penalty 2900.599780 = -1009482.997097 nChanged 288 SP:Iteration 8Q (9072.359922 sec): 3 clusters Score: Raw -1012585.168930 + Penalty 2900.599780 = -1009684.569150 nChanged 234 SP:Iteration 9Q (9072.383887 sec): 3 clusters Score: Raw -1012714.964854 + Penalty 2900.599780 = -1009814.365073 nChanged 151 SP:Iteration 10Q (9072.407781 sec): 3 clusters Score: Raw -1012783.675062 + Penalty 2900.599780 = -1009883.075281 nChanged 99 SP:Iteration 11Q (9072.431952 sec): 3 clusters Score: Raw -1012835.378957 + Penalty 2900.599780 = -1009934.779176 nChanged 94 SP:Iteration 12Q (9072.455669 sec): 3 clusters Score: Raw -1012870.579634 + Penalty 2900.599780 = -1009969.979854 nChanged 65 SP:Iteration 13Q (9072.479307 sec): 3 clusters Score: Raw -1012894.756016 + Penalty 2900.599780 = -1009994.156236 nChanged 69 SP:Iteration 14Q (9072.502870 sec): 3 clusters Score: Raw -1012916.113986 + Penalty 2900.599780 = -1010015.514205 nChanged 46 SP:Iteration 15Q (9072.526501 sec): 3 clusters Score: Raw -1012930.692129 + Penalty 2900.599780 = -1010030.092349 nChanged 41 SP:Iteration 16Q (9072.549980 sec): 3 clusters Score: Raw -1012942.970489 + Penalty 2900.599780 = -1010042.370709 nChanged 32 SP:Iteration 17Q (9072.573596 sec): 3 clusters Score: Raw -1012950.654369 + Penalty 2900.599780 = -1010050.054588 nChanged 29 SP:Iteration 18Q (9072.597148 sec): 3 clusters Score: Raw -1012958.180427 + Penalty 2900.599780 = -1010057.580647 nChanged 24 SP:Iteration 19Q (9072.620695 sec): 3 clusters Score: Raw -1012963.907031 + Penalty 2900.599780 = -1010063.307251 nChanged 14 SP:Iteration 20F (9072.644958 sec): 3 clusters Score: Raw -1012966.668974 + Penalty 2900.599780 = -1010066.069193 nChanged 10 SP:Iteration 21Q (9072.668231 sec): 3 clusters Score: Raw -1012968.441191 + Penalty 2900.599780 = -1010067.841411 nChanged 5 SP:Iteration 22Q (9072.691467 sec): 3 clusters Score: Raw -1012969.172743 + Penalty 2900.599780 = -1010068.572963 nChanged 5 SP:Iteration 23Q (9072.714982 sec): 3 clusters Score: Raw -1012970.105527 + Penalty 2900.599780 = -1010069.505747 nChanged 8 SP:Iteration 24Q (9072.738749 sec): 3 clusters Score: Raw -1012971.391156 + Penalty 2900.599780 = -1010070.791376 nChanged 5 SP:Iteration 25Q (9072.762363 sec): 3 clusters Score: Raw -1012971.854882 + Penalty 2900.599780 = -1010071.255101 nChanged 5 SP:Iteration 26Q (9072.785821 sec): 3 clusters Score: Raw -1012972.612655 + Penalty 2900.599780 = -1010072.012875 nChanged 3 SP:Iteration 27Q (9072.809290 sec): 3 clusters Score: Raw -1012973.024618 + Penalty 2900.599780 = -1010072.424838 nChanged 3 SP:Iteration 28Q (9072.832632 sec): 3 clusters Score: Raw -1012973.793705 + Penalty 2900.599780 = -1010073.193924 nChanged 5 SP:Iteration 29Q (9072.856092 sec): 3 clusters Score: Raw -1012975.298569 + Penalty 2900.599780 = -1010074.698789 nChanged 10 SP:Iteration 30Q (9072.879378 sec): 3 clusters Score: Raw -1012977.684354 + Penalty 2900.599780 = -1010077.084573 nChanged 10 SP:Iteration 31Q (9072.902664 sec): 3 clusters Score: Raw -1012980.559678 + Penalty 2900.599780 = -1010079.959898 nChanged 9 SP:Iteration 32Q (9072.925971 sec): 3 clusters Score: Raw -1012981.950746 + Penalty 2900.599780 = -1010081.350966 nChanged 4 SP:Iteration 33Q (9072.949089 sec): 3 clusters Score: Raw -1012982.373675 + Penalty 2900.599780 = -1010081.773895 nChanged 3 SP:Iteration 34Q (9072.972497 sec): 3 clusters Score: Raw -1012982.970901 + Penalty 2900.599780 = -1010082.371121 nChanged 1 SP:Iteration 35Q (9072.996030 sec): 3 clusters Score: Raw -1012983.136702 + Penalty 2900.599780 = -1010082.536921 nChanged 1 SP:Iteration 36Q (9073.019564 sec): 3 clusters Score: Raw -1012983.475744 + Penalty 2900.599780 = -1010082.875964 nChanged 2 SP:Iteration 37Q (9073.042901 sec): 3 clusters Score: Raw -1012983.704262 + Penalty 2900.599780 = -1010083.104481 nChanged 2 SP:Iteration 38Q (9073.066424 sec): 3 clusters Score: Raw -1012983.827408 + Penalty 2900.599780 = -1010083.227627 nChanged 2 SP:Iteration 39Q (9073.089871 sec): 3 clusters Score: Raw -1012984.218673 + Penalty 2900.599780 = -1010083.618892 nChanged 2 SP:Iteration 40F (9073.114284 sec): 3 clusters Score: Raw -1012984.962805 + Penalty 2900.599780 = -1010084.363024 nChanged 4 SP:Iteration 41Q (9073.137806 sec): 3 clusters Score: Raw -1012985.654554 + Penalty 2900.599780 = -1010085.054774 nChanged 2 SP:Iteration 42Q (9073.161417 sec): 3 clusters Score: Raw -1012985.859691 + Penalty 2900.599780 = -1010085.259910 nChanged 1 SP:Iteration 43Q (9073.184949 sec): 3 clusters Score: Raw -1012986.076199 + Penalty 2900.599780 = -1010085.476419 nChanged 1 SP:Iteration 44Q (9073.208367 sec): 3 clusters Score: Raw -1012986.142062 + Penalty 2900.599780 = -1010085.542282 nChanged 0 SP:Iteration 45F (9073.232783 sec): 3 clusters Score: Raw -1012986.142062 + Penalty 2900.599780 = -1010085.542282 nChanged 0 Trying to split cluster 26 (6388 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9073.252999 sec): 2 clusters Score: Raw -862750.617128 + Penalty 1423.853683 = -861326.763445 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9073.276449 sec): 3 clusters Score: Raw -859304.392959 + Penalty 2847.707366 = -856456.685594 nChanged 2710 SP:Iteration 1F (9073.299034 sec): 3 clusters Score: Raw -860906.613471 + Penalty 2847.707366 = -858058.906105 nChanged 486 SP:Iteration 2F (9073.321790 sec): 3 clusters Score: Raw -861202.522767 + Penalty 2847.707366 = -858354.815402 nChanged 407 SP:Iteration 3F (9073.344503 sec): 3 clusters Score: Raw -861459.922828 + Penalty 2847.707366 = -858612.215463 nChanged 390 SP:Iteration 4F (9073.367366 sec): 3 clusters Score: Raw -861731.264460 + Penalty 2847.707366 = -858883.557095 nChanged 385 SP:Iteration 5F (9073.389950 sec): 3 clusters Score: Raw -862020.096810 + Penalty 2847.707366 = -859172.389444 nChanged 339 SP:Iteration 6F (9073.412718 sec): 3 clusters Score: Raw -862290.613943 + Penalty 2847.707366 = -859442.906577 nChanged 307 SP:Iteration 7Q (9073.435710 sec): 3 clusters Score: Raw -862533.436297 + Penalty 2847.707366 = -859685.728932 nChanged 218 SP:Iteration 8Q (9073.458411 sec): 3 clusters Score: Raw -862689.225632 + Penalty 2847.707366 = -859841.518266 nChanged 158 SP:Iteration 9Q (9073.481207 sec): 3 clusters Score: Raw -862812.568396 + Penalty 2847.707366 = -859964.861030 nChanged 143 SP:Iteration 10Q (9073.503547 sec): 3 clusters Score: Raw -862929.043126 + Penalty 2847.707366 = -860081.335760 nChanged 99 SP:Iteration 11Q (9073.525943 sec): 3 clusters Score: Raw -862995.692156 + Penalty 2847.707366 = -860147.984790 nChanged 75 SP:Iteration 12Q (9073.548025 sec): 3 clusters Score: Raw -863029.009199 + Penalty 2847.707366 = -860181.301834 nChanged 37 SP:Iteration 13Q (9073.569941 sec): 3 clusters Score: Raw -863043.857686 + Penalty 2847.707366 = -860196.150321 nChanged 32 SP:Iteration 14Q (9073.591965 sec): 3 clusters Score: Raw -863057.614184 + Penalty 2847.707366 = -860209.906818 nChanged 30 SP:Iteration 15Q (9073.613853 sec): 3 clusters Score: Raw -863066.468268 + Penalty 2847.707366 = -860218.760903 nChanged 19 SP:Iteration 16Q (9073.635819 sec): 3 clusters Score: Raw -863073.493709 + Penalty 2847.707366 = -860225.786344 nChanged 16 SP:Iteration 17Q (9073.657847 sec): 3 clusters Score: Raw -863080.809951 + Penalty 2847.707366 = -860233.102586 nChanged 21 SP:Iteration 18Q (9073.679687 sec): 3 clusters Score: Raw -863086.921485 + Penalty 2847.707366 = -860239.214119 nChanged 11 SP:Iteration 19Q (9073.713303 sec): 3 clusters Score: Raw -863089.583413 + Penalty 2847.707366 = -860241.876048 nChanged 8 SP:Iteration 20F (9073.745407 sec): 3 clusters Score: Raw -863091.534347 + Penalty 2847.707366 = -860243.826981 nChanged 10 SP:Iteration 21Q (9073.767173 sec): 3 clusters Score: Raw -863094.158674 + Penalty 2847.707366 = -860246.451309 nChanged 5 SP:Iteration 22Q (9073.788775 sec): 3 clusters Score: Raw -863095.530174 + Penalty 2847.707366 = -860247.822808 nChanged 7 SP:Iteration 23Q (9073.810820 sec): 3 clusters Score: Raw -863096.974514 + Penalty 2847.707366 = -860249.267149 nChanged 3 SP:Iteration 24Q (9073.832511 sec): 3 clusters Score: Raw -863097.850819 + Penalty 2847.707366 = -860250.143454 nChanged 1 SP:Iteration 25Q (9073.854272 sec): 3 clusters Score: Raw -863098.174140 + Penalty 2847.707366 = -860250.466775 nChanged 3 SP:Iteration 26Q (9073.875931 sec): 3 clusters Score: Raw -863098.922943 + Penalty 2847.707366 = -860251.215578 nChanged 3 SP:Iteration 27Q (9073.897834 sec): 3 clusters Score: Raw -863099.487427 + Penalty 2847.707366 = -860251.780062 nChanged 2 SP:Iteration 28Q (9073.919563 sec): 3 clusters Score: Raw -863100.034061 + Penalty 2847.707366 = -860252.326695 nChanged 2 SP:Iteration 29Q (9073.941363 sec): 3 clusters Score: Raw -863100.254072 + Penalty 2847.707366 = -860252.546706 nChanged 0 SP:Iteration 30F (9073.964299 sec): 3 clusters Score: Raw -863100.254072 + Penalty 2847.707366 = -860252.546706 nChanged 0 Trying to split cluster 27 (7218 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9073.985444 sec): 2 clusters Score: Raw -934685.690172 + Penalty 1443.704143 = -933241.986030 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9074.009762 sec): 3 clusters Score: Raw -930775.048977 + Penalty 2887.408285 = -927887.640692 nChanged 3016 SP:Iteration 1F (9074.033488 sec): 3 clusters Score: Raw -932275.703550 + Penalty 2887.408285 = -929388.295265 nChanged 427 SP:Iteration 2F (9074.057173 sec): 3 clusters Score: Raw -932470.854060 + Penalty 2887.408285 = -929583.445775 nChanged 370 SP:Iteration 3F (9074.080920 sec): 3 clusters Score: Raw -932659.082519 + Penalty 2887.408285 = -929771.674234 nChanged 351 SP:Iteration 4Q (9074.104941 sec): 3 clusters Score: Raw -932862.151133 + Penalty 2887.408285 = -929974.742848 nChanged 348 SP:Iteration 5Q (9074.128673 sec): 3 clusters Score: Raw -933108.598372 + Penalty 2887.408285 = -930221.190087 nChanged 408 SP:Iteration 6F (9074.152043 sec): 3 clusters Score: Raw -933421.805572 + Penalty 2887.408285 = -930534.397286 nChanged 449 SP:Iteration 7F (9074.175441 sec): 3 clusters Score: Raw -933759.667368 + Penalty 2887.408285 = -930872.259083 nChanged 468 SP:Iteration 8F (9074.199111 sec): 3 clusters Score: Raw -934124.594336 + Penalty 2887.408285 = -931237.186051 nChanged 428 SP:Iteration 9F (9074.222536 sec): 3 clusters Score: Raw -934468.457132 + Penalty 2887.408285 = -931581.048846 nChanged 374 SP:Iteration 10F (9074.246292 sec): 3 clusters Score: Raw -934744.441460 + Penalty 2887.408285 = -931857.033175 nChanged 294 SP:Iteration 11Q (9074.269605 sec): 3 clusters Score: Raw -934948.369782 + Penalty 2887.408285 = -932060.961497 nChanged 229 SP:Iteration 12Q (9074.293024 sec): 3 clusters Score: Raw -935068.692800 + Penalty 2887.408285 = -932181.284515 nChanged 147 SP:Iteration 13Q (9074.316395 sec): 3 clusters Score: Raw -935139.324973 + Penalty 2887.408285 = -932251.916688 nChanged 110 SP:Iteration 14Q (9074.339792 sec): 3 clusters Score: Raw -935183.941124 + Penalty 2887.408285 = -932296.532839 nChanged 85 SP:Iteration 15Q (9074.363078 sec): 3 clusters Score: Raw -935214.970393 + Penalty 2887.408285 = -932327.562107 nChanged 67 SP:Iteration 16Q (9074.386269 sec): 3 clusters Score: Raw -935236.808534 + Penalty 2887.408285 = -932349.400249 nChanged 54 SP:Iteration 17Q (9074.409682 sec): 3 clusters Score: Raw -935252.954869 + Penalty 2887.408285 = -932365.546584 nChanged 54 SP:Iteration 18Q (9074.433106 sec): 3 clusters Score: Raw -935270.963256 + Penalty 2887.408285 = -932383.554971 nChanged 48 SP:Iteration 19Q (9074.456652 sec): 3 clusters Score: Raw -935285.063224 + Penalty 2887.408285 = -932397.654939 nChanged 53 SP:Iteration 20F (9074.480289 sec): 3 clusters Score: Raw -935299.627615 + Penalty 2887.408285 = -932412.219330 nChanged 35 SP:Iteration 21Q (9074.503832 sec): 3 clusters Score: Raw -935308.335310 + Penalty 2887.408285 = -932420.927025 nChanged 37 SP:Iteration 22Q (9074.527005 sec): 3 clusters Score: Raw -935323.479524 + Penalty 2887.408285 = -932436.071238 nChanged 38 SP:Iteration 23Q (9074.585046 sec): 3 clusters Score: Raw -935339.007434 + Penalty 2887.408285 = -932451.599148 nChanged 37 SP:Iteration 24Q (9074.608269 sec): 3 clusters Score: Raw -935350.819396 + Penalty 2887.408285 = -932463.411110 nChanged 41 SP:Iteration 25Q (9074.631355 sec): 3 clusters Score: Raw -935365.419529 + Penalty 2887.408285 = -932478.011244 nChanged 43 SP:Iteration 26Q (9074.654590 sec): 3 clusters Score: Raw -935383.661215 + Penalty 2887.408285 = -932496.252930 nChanged 41 SP:Iteration 27Q (9074.677676 sec): 3 clusters Score: Raw -935409.199457 + Penalty 2887.408285 = -932521.791172 nChanged 42 SP:Iteration 28Q (9074.700819 sec): 3 clusters Score: Raw -935430.300025 + Penalty 2887.408285 = -932542.891740 nChanged 41 SP:Iteration 29Q (9074.723781 sec): 3 clusters Score: Raw -935450.955607 + Penalty 2887.408285 = -932563.547322 nChanged 43 SP:Iteration 30Q (9074.747032 sec): 3 clusters Score: Raw -935469.062589 + Penalty 2887.408285 = -932581.654304 nChanged 38 SP:Iteration 31Q (9074.770016 sec): 3 clusters Score: Raw -935484.017454 + Penalty 2887.408285 = -932596.609169 nChanged 43 SP:Iteration 32Q (9074.793255 sec): 3 clusters Score: Raw -935502.820196 + Penalty 2887.408285 = -932615.411911 nChanged 43 SP:Iteration 33Q (9074.816495 sec): 3 clusters Score: Raw -935524.709726 + Penalty 2887.408285 = -932637.301441 nChanged 47 SP:Iteration 34Q (9074.839592 sec): 3 clusters Score: Raw -935555.908996 + Penalty 2887.408285 = -932668.500711 nChanged 43 SP:Iteration 35Q (9074.862717 sec): 3 clusters Score: Raw -935577.086407 + Penalty 2887.408285 = -932689.678122 nChanged 41 SP:Iteration 36Q (9074.885836 sec): 3 clusters Score: Raw -935599.297473 + Penalty 2887.408285 = -932711.889188 nChanged 29 SP:Iteration 37Q (9074.908722 sec): 3 clusters Score: Raw -935609.593031 + Penalty 2887.408285 = -932722.184746 nChanged 19 SP:Iteration 38Q (9074.931543 sec): 3 clusters Score: Raw -935614.270987 + Penalty 2887.408285 = -932726.862702 nChanged 15 SP:Iteration 39Q (9074.954378 sec): 3 clusters Score: Raw -935617.969956 + Penalty 2887.408285 = -932730.561670 nChanged 9 SP:Iteration 40F (9074.978126 sec): 3 clusters Score: Raw -935619.469036 + Penalty 2887.408285 = -932732.060751 nChanged 2 SP:Iteration 41Q (9075.000740 sec): 3 clusters Score: Raw -935619.850796 + Penalty 2887.408285 = -932732.442511 nChanged 3 SP:Iteration 42Q (9075.023553 sec): 3 clusters Score: Raw -935620.243416 + Penalty 2887.408285 = -932732.835130 nChanged 1 SP:Iteration 43Q (9075.046202 sec): 3 clusters Score: Raw -935620.418660 + Penalty 2887.408285 = -932733.010375 nChanged 2 SP:Iteration 44Q (9075.068840 sec): 3 clusters Score: Raw -935620.834276 + Penalty 2887.408285 = -932733.425991 nChanged 1 SP:Iteration 45Q (9075.091720 sec): 3 clusters Score: Raw -935620.897783 + Penalty 2887.408285 = -932733.489498 nChanged 0 SP:Iteration 46F (9075.115379 sec): 3 clusters Score: Raw -935620.897783 + Penalty 2887.408285 = -932733.489498 nChanged 0 Trying to split cluster 28 (4797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9075.134128 sec): 2 clusters Score: Raw -649584.517750 + Penalty 1377.308725 = -648207.209025 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9075.155130 sec): 3 clusters Score: Raw -647158.404765 + Penalty 2754.617450 = -644403.787314 nChanged 1857 SP:Iteration 1F (9075.176144 sec): 3 clusters Score: Raw -648199.519627 + Penalty 2754.617450 = -645444.902177 nChanged 352 SP:Iteration 2F (9075.196997 sec): 3 clusters Score: Raw -648407.581683 + Penalty 2754.617450 = -645652.964232 nChanged 264 SP:Iteration 3F (9075.218055 sec): 3 clusters Score: Raw -648558.728072 + Penalty 2754.617450 = -645804.110622 nChanged 218 SP:Iteration 4Q (9075.238889 sec): 3 clusters Score: Raw -648681.225991 + Penalty 2754.617450 = -645926.608541 nChanged 191 SP:Iteration 5Q (9075.259807 sec): 3 clusters Score: Raw -648791.090059 + Penalty 2754.617450 = -646036.472609 nChanged 162 SP:Iteration 6Q (9075.280747 sec): 3 clusters Score: Raw -648890.165620 + Penalty 2754.617450 = -646135.548169 nChanged 171 SP:Iteration 7Q (9075.301471 sec): 3 clusters Score: Raw -648994.425899 + Penalty 2754.617450 = -646239.808449 nChanged 155 SP:Iteration 8Q (9075.322234 sec): 3 clusters Score: Raw -649096.819700 + Penalty 2754.617450 = -646342.202250 nChanged 151 SP:Iteration 9Q (9075.342701 sec): 3 clusters Score: Raw -649194.040634 + Penalty 2754.617450 = -646439.423184 nChanged 127 SP:Iteration 10Q (9075.363360 sec): 3 clusters Score: Raw -649271.247661 + Penalty 2754.617450 = -646516.630211 nChanged 112 SP:Iteration 11Q (9075.384033 sec): 3 clusters Score: Raw -649337.692992 + Penalty 2754.617450 = -646583.075541 nChanged 99 SP:Iteration 12Q (9075.404654 sec): 3 clusters Score: Raw -649396.387294 + Penalty 2754.617450 = -646641.769844 nChanged 84 SP:Iteration 13Q (9075.425238 sec): 3 clusters Score: Raw -649446.734273 + Penalty 2754.617450 = -646692.116823 nChanged 67 SP:Iteration 14Q (9075.445707 sec): 3 clusters Score: Raw -649491.865964 + Penalty 2754.617450 = -646737.248513 nChanged 61 SP:Iteration 15Q (9075.466035 sec): 3 clusters Score: Raw -649536.734571 + Penalty 2754.617450 = -646782.117120 nChanged 50 SP:Iteration 16Q (9075.486175 sec): 3 clusters Score: Raw -649569.686782 + Penalty 2754.617450 = -646815.069331 nChanged 32 SP:Iteration 17Q (9075.506023 sec): 3 clusters Score: Raw -649590.557417 + Penalty 2754.617450 = -646835.939966 nChanged 25 SP:Iteration 18Q (9075.526043 sec): 3 clusters Score: Raw -649605.306812 + Penalty 2754.617450 = -646850.689361 nChanged 25 SP:Iteration 19Q (9075.546029 sec): 3 clusters Score: Raw -649619.900633 + Penalty 2754.617450 = -646865.283183 nChanged 20 SP:Iteration 20F (9075.566813 sec): 3 clusters Score: Raw -649631.317064 + Penalty 2754.617450 = -646876.699613 nChanged 23 SP:Iteration 21Q (9075.586621 sec): 3 clusters Score: Raw -649647.131815 + Penalty 2754.617450 = -646892.514364 nChanged 22 SP:Iteration 22Q (9075.606508 sec): 3 clusters Score: Raw -649660.558299 + Penalty 2754.617450 = -646905.940848 nChanged 22 SP:Iteration 23Q (9075.626457 sec): 3 clusters Score: Raw -649677.711822 + Penalty 2754.617450 = -646923.094371 nChanged 24 SP:Iteration 24Q (9075.646129 sec): 3 clusters Score: Raw -649693.466991 + Penalty 2754.617450 = -646938.849540 nChanged 14 SP:Iteration 25Q (9075.666034 sec): 3 clusters Score: Raw -649705.635720 + Penalty 2754.617450 = -646951.018270 nChanged 13 SP:Iteration 26Q (9075.685655 sec): 3 clusters Score: Raw -649713.438030 + Penalty 2754.617450 = -646958.820580 nChanged 8 SP:Iteration 27Q (9075.705207 sec): 3 clusters Score: Raw -649719.306747 + Penalty 2754.617450 = -646964.689297 nChanged 6 SP:Iteration 28Q (9075.724790 sec): 3 clusters Score: Raw -649723.647183 + Penalty 2754.617450 = -646969.029732 nChanged 7 SP:Iteration 29Q (9075.744390 sec): 3 clusters Score: Raw -649728.526824 + Penalty 2754.617450 = -646973.909373 nChanged 9 SP:Iteration 30Q (9075.764123 sec): 3 clusters Score: Raw -649735.646036 + Penalty 2754.617450 = -646981.028586 nChanged 7 SP:Iteration 31Q (9075.783683 sec): 3 clusters Score: Raw -649741.318120 + Penalty 2754.617450 = -646986.700670 nChanged 6 SP:Iteration 32Q (9075.803363 sec): 3 clusters Score: Raw -649746.963701 + Penalty 2754.617450 = -646992.346251 nChanged 8 SP:Iteration 33Q (9075.822952 sec): 3 clusters Score: Raw -649752.270491 + Penalty 2754.617450 = -646997.653041 nChanged 4 SP:Iteration 34Q (9075.842560 sec): 3 clusters Score: Raw -649754.306981 + Penalty 2754.617450 = -646999.689531 nChanged 3 SP:Iteration 35Q (9075.861915 sec): 3 clusters Score: Raw -649756.148402 + Penalty 2754.617450 = -647001.530952 nChanged 2 SP:Iteration 36Q (9075.881179 sec): 3 clusters Score: Raw -649758.467581 + Penalty 2754.617450 = -647003.850131 nChanged 1 SP:Iteration 37Q (9075.900827 sec): 3 clusters Score: Raw -649759.779781 + Penalty 2754.617450 = -647005.162331 nChanged 2 SP:Iteration 38Q (9075.920310 sec): 3 clusters Score: Raw -649760.955224 + Penalty 2754.617450 = -647006.337774 nChanged 3 SP:Iteration 39Q (9075.939556 sec): 3 clusters Score: Raw -649762.781626 + Penalty 2754.617450 = -647008.164175 nChanged 4 SP:Iteration 40F (9075.960480 sec): 3 clusters Score: Raw -649765.053336 + Penalty 2754.617450 = -647010.435885 nChanged 4 SP:Iteration 41Q (9075.980016 sec): 3 clusters Score: Raw -649767.478972 + Penalty 2754.617450 = -647012.861521 nChanged 1 SP:Iteration 42Q (9075.999482 sec): 3 clusters Score: Raw -649768.220049 + Penalty 2754.617450 = -647013.602599 nChanged 3 SP:Iteration 43Q (9076.019003 sec): 3 clusters Score: Raw -649769.653608 + Penalty 2754.617450 = -647015.036157 nChanged 1 SP:Iteration 44Q (9076.038627 sec): 3 clusters Score: Raw -649769.873109 + Penalty 2754.617450 = -647015.255658 nChanged 1 SP:Iteration 45Q (9076.058018 sec): 3 clusters Score: Raw -649770.075526 + Penalty 2754.617450 = -647015.458076 nChanged 0 SP:Iteration 46F (9076.078668 sec): 3 clusters Score: Raw -649770.075526 + Penalty 2754.617450 = -647015.458076 nChanged 0 Trying to split cluster 29 (937 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9076.093265 sec): 2 clusters Score: Raw -118329.236302 + Penalty 1111.936033 = -117217.300269 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9076.098715 sec): 3 clusters Score: Raw -118059.001739 + Penalty 2223.872067 = -115835.129672 nChanged 305 SP:Iteration 1F (9076.103769 sec): 3 clusters Score: Raw -118330.661191 + Penalty 2223.872067 = -116106.789125 nChanged 83 SP:Iteration 2F (9076.108909 sec): 3 clusters Score: Raw -118439.189787 + Penalty 2223.872067 = -116215.317720 nChanged 44 SP:Iteration 3Q (9076.113981 sec): 3 clusters Score: Raw -118545.397774 + Penalty 2223.872067 = -116321.525707 nChanged 52 SP:Iteration 4F (9076.119080 sec): 3 clusters Score: Raw -118642.677446 + Penalty 2223.872067 = -116418.805379 nChanged 51 SP:Iteration 5F (9076.124184 sec): 3 clusters Score: Raw -118714.651024 + Penalty 2223.872067 = -116490.778957 nChanged 36 SP:Iteration 6Q (9076.129176 sec): 3 clusters Score: Raw -118767.823580 + Penalty 2223.872067 = -116543.951513 nChanged 32 SP:Iteration 7Q (9076.134148 sec): 3 clusters Score: Raw -118808.148190 + Penalty 2223.872067 = -116584.276124 nChanged 19 SP:Iteration 8Q (9076.139194 sec): 3 clusters Score: Raw -118822.868329 + Penalty 2223.872067 = -116598.996262 nChanged 8 SP:Iteration 9Q (9076.144202 sec): 3 clusters Score: Raw -118830.228114 + Penalty 2223.872067 = -116606.356047 nChanged 7 SP:Iteration 10Q (9076.149220 sec): 3 clusters Score: Raw -118838.629937 + Penalty 2223.872067 = -116614.757871 nChanged 9 SP:Iteration 11Q (9076.154195 sec): 3 clusters Score: Raw -118849.292226 + Penalty 2223.872067 = -116625.420159 nChanged 10 SP:Iteration 12Q (9076.159236 sec): 3 clusters Score: Raw -118859.165304 + Penalty 2223.872067 = -116635.293237 nChanged 8 SP:Iteration 13Q (9076.164242 sec): 3 clusters Score: Raw -118868.812239 + Penalty 2223.872067 = -116644.940173 nChanged 4 SP:Iteration 14Q (9076.169302 sec): 3 clusters Score: Raw -118872.512828 + Penalty 2223.872067 = -116648.640761 nChanged 4 SP:Iteration 15Q (9076.174293 sec): 3 clusters Score: Raw -118878.116929 + Penalty 2223.872067 = -116654.244862 nChanged 4 SP:Iteration 16Q (9076.179235 sec): 3 clusters Score: Raw -118881.046328 + Penalty 2223.872067 = -116657.174261 nChanged 7 SP:Iteration 17Q (9076.184179 sec): 3 clusters Score: Raw -118889.777987 + Penalty 2223.872067 = -116665.905921 nChanged 5 SP:Iteration 18Q (9076.189138 sec): 3 clusters Score: Raw -118894.998144 + Penalty 2223.872067 = -116671.126078 nChanged 8 SP:Iteration 19Q (9076.194150 sec): 3 clusters Score: Raw -118905.751709 + Penalty 2223.872067 = -116681.879642 nChanged 4 SP:Iteration 20F (9076.199200 sec): 3 clusters Score: Raw -118910.555492 + Penalty 2223.872067 = -116686.683426 nChanged 4 SP:Iteration 21Q (9076.204243 sec): 3 clusters Score: Raw -118915.173707 + Penalty 2223.872067 = -116691.301640 nChanged 3 SP:Iteration 22Q (9076.209252 sec): 3 clusters Score: Raw -118918.323133 + Penalty 2223.872067 = -116694.451066 nChanged 2 SP:Iteration 23Q (9076.214228 sec): 3 clusters Score: Raw -118921.237636 + Penalty 2223.872067 = -116697.365569 nChanged 0 SP:Iteration 24F (9076.219289 sec): 3 clusters Score: Raw -118921.237636 + Penalty 2223.872067 = -116697.365569 nChanged 0 Trying to split cluster 30 (12269 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9076.246457 sec): 2 clusters Score: Raw -1653689.750384 + Penalty 1529.910043 = -1652159.840341 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9076.277989 sec): 3 clusters Score: Raw -1646663.737207 + Penalty 3059.820086 = -1643603.917121 nChanged 5353 SP:Iteration 1F (9076.308189 sec): 3 clusters Score: Raw -1649468.246084 + Penalty 3059.820086 = -1646408.425998 nChanged 646 SP:Iteration 2F (9076.338804 sec): 3 clusters Score: Raw -1649706.306234 + Penalty 3059.820086 = -1646646.486148 nChanged 569 SP:Iteration 3Q (9076.369563 sec): 3 clusters Score: Raw -1649925.231046 + Penalty 3059.820086 = -1646865.410960 nChanged 555 SP:Iteration 4Q (9076.400333 sec): 3 clusters Score: Raw -1650156.768993 + Penalty 3059.820086 = -1647096.948907 nChanged 532 SP:Iteration 5Q (9076.431086 sec): 3 clusters Score: Raw -1650406.243281 + Penalty 3059.820086 = -1647346.423195 nChanged 518 SP:Iteration 6Q (9076.461735 sec): 3 clusters Score: Raw -1650665.231553 + Penalty 3059.820086 = -1647605.411467 nChanged 520 SP:Iteration 7Q (9076.492496 sec): 3 clusters Score: Raw -1650944.520557 + Penalty 3059.820086 = -1647884.700471 nChanged 531 SP:Iteration 8Q (9076.523177 sec): 3 clusters Score: Raw -1651254.694143 + Penalty 3059.820086 = -1648194.874057 nChanged 521 SP:Iteration 9Q (9076.553927 sec): 3 clusters Score: Raw -1651574.707345 + Penalty 3059.820086 = -1648514.887259 nChanged 542 SP:Iteration 10Q (9076.584468 sec): 3 clusters Score: Raw -1651908.967513 + Penalty 3059.820086 = -1648849.147426 nChanged 504 SP:Iteration 11Q (9076.615073 sec): 3 clusters Score: Raw -1652225.951781 + Penalty 3059.820086 = -1649166.131695 nChanged 444 SP:Iteration 12Q (9076.645416 sec): 3 clusters Score: Raw -1652462.248315 + Penalty 3059.820086 = -1649402.428229 nChanged 340 SP:Iteration 13Q (9076.675700 sec): 3 clusters Score: Raw -1652611.666276 + Penalty 3059.820086 = -1649551.846190 nChanged 251 SP:Iteration 14Q (9076.705899 sec): 3 clusters Score: Raw -1652707.232209 + Penalty 3059.820086 = -1649647.412123 nChanged 200 SP:Iteration 15Q (9076.735926 sec): 3 clusters Score: Raw -1652778.279978 + Penalty 3059.820086 = -1649718.459892 nChanged 184 SP:Iteration 16Q (9076.765988 sec): 3 clusters Score: Raw -1652841.428098 + Penalty 3059.820086 = -1649781.608012 nChanged 173 SP:Iteration 17Q (9076.795931 sec): 3 clusters Score: Raw -1652890.430471 + Penalty 3059.820086 = -1649830.610385 nChanged 157 SP:Iteration 18Q (9076.825908 sec): 3 clusters Score: Raw -1652933.106900 + Penalty 3059.820086 = -1649873.286814 nChanged 141 SP:Iteration 19Q (9076.855734 sec): 3 clusters Score: Raw -1652970.882598 + Penalty 3059.820086 = -1649911.062512 nChanged 136 SP:Iteration 20F (9076.886283 sec): 3 clusters Score: Raw -1653009.795008 + Penalty 3059.820086 = -1649949.974922 nChanged 130 SP:Iteration 21Q (9076.916033 sec): 3 clusters Score: Raw -1653044.636173 + Penalty 3059.820086 = -1649984.816087 nChanged 130 SP:Iteration 22Q (9076.945858 sec): 3 clusters Score: Raw -1653077.745726 + Penalty 3059.820086 = -1650017.925640 nChanged 125 SP:Iteration 23Q (9076.975554 sec): 3 clusters Score: Raw -1653112.859170 + Penalty 3059.820086 = -1650053.039083 nChanged 113 SP:Iteration 24Q (9077.005298 sec): 3 clusters Score: Raw -1653143.687742 + Penalty 3059.820086 = -1650083.867656 nChanged 121 SP:Iteration 25Q (9077.035157 sec): 3 clusters Score: Raw -1653176.452911 + Penalty 3059.820086 = -1650116.632825 nChanged 118 SP:Iteration 26Q (9077.065157 sec): 3 clusters Score: Raw -1653211.329662 + Penalty 3059.820086 = -1650151.509576 nChanged 108 SP:Iteration 27Q (9077.094909 sec): 3 clusters Score: Raw -1653238.882540 + Penalty 3059.820086 = -1650179.062454 nChanged 100 SP:Iteration 28Q (9077.124456 sec): 3 clusters Score: Raw -1653266.595508 + Penalty 3059.820086 = -1650206.775422 nChanged 96 SP:Iteration 29Q (9077.153995 sec): 3 clusters Score: Raw -1653289.564910 + Penalty 3059.820086 = -1650229.744824 nChanged 89 SP:Iteration 30Q (9077.183563 sec): 3 clusters Score: Raw -1653312.162666 + Penalty 3059.820086 = -1650252.342579 nChanged 92 SP:Iteration 31Q (9077.213054 sec): 3 clusters Score: Raw -1653332.485331 + Penalty 3059.820086 = -1650272.665245 nChanged 78 SP:Iteration 32Q (9077.242666 sec): 3 clusters Score: Raw -1653352.118127 + Penalty 3059.820086 = -1650292.298040 nChanged 95 SP:Iteration 33Q (9077.272136 sec): 3 clusters Score: Raw -1653378.569599 + Penalty 3059.820086 = -1650318.749513 nChanged 109 SP:Iteration 34Q (9077.301591 sec): 3 clusters Score: Raw -1653409.622310 + Penalty 3059.820086 = -1650349.802224 nChanged 100 SP:Iteration 35Q (9077.330996 sec): 3 clusters Score: Raw -1653437.341817 + Penalty 3059.820086 = -1650377.521731 nChanged 90 SP:Iteration 36Q (9077.360379 sec): 3 clusters Score: Raw -1653463.084610 + Penalty 3059.820086 = -1650403.264523 nChanged 104 SP:Iteration 37Q (9077.389775 sec): 3 clusters Score: Raw -1653501.295523 + Penalty 3059.820086 = -1650441.475436 nChanged 108 SP:Iteration 38Q (9077.419247 sec): 3 clusters Score: Raw -1653537.561723 + Penalty 3059.820086 = -1650477.741636 nChanged 92 SP:Iteration 39Q (9077.448756 sec): 3 clusters Score: Raw -1653573.437770 + Penalty 3059.820086 = -1650513.617683 nChanged 103 SP:Iteration 40F (9077.479119 sec): 3 clusters Score: Raw -1653611.252708 + Penalty 3059.820086 = -1650551.432621 nChanged 98 SP:Iteration 41Q (9077.508460 sec): 3 clusters Score: Raw -1653648.340341 + Penalty 3059.820086 = -1650588.520254 nChanged 92 SP:Iteration 42Q (9077.537841 sec): 3 clusters Score: Raw -1653684.572997 + Penalty 3059.820086 = -1650624.752911 nChanged 94 SP:Iteration 43Q (9077.567369 sec): 3 clusters Score: Raw -1653720.581510 + Penalty 3059.820086 = -1650660.761424 nChanged 94 SP:Iteration 44Q (9077.596538 sec): 3 clusters Score: Raw -1653754.920506 + Penalty 3059.820086 = -1650695.100420 nChanged 80 SP:Iteration 45Q (9077.625626 sec): 3 clusters Score: Raw -1653784.169199 + Penalty 3059.820086 = -1650724.349113 nChanged 93 SP:Iteration 46Q (9077.654693 sec): 3 clusters Score: Raw -1653820.336831 + Penalty 3059.820086 = -1650760.516745 nChanged 82 SP:Iteration 47Q (9077.683687 sec): 3 clusters Score: Raw -1653855.689145 + Penalty 3059.820086 = -1650795.869059 nChanged 79 SP:Iteration 48Q (9077.712596 sec): 3 clusters Score: Raw -1653886.230208 + Penalty 3059.820086 = -1650826.410122 nChanged 59 SP:Iteration 49Q (9077.741392 sec): 3 clusters Score: Raw -1653902.209800 + Penalty 3059.820086 = -1650842.389713 nChanged 52 SP:Iteration 50Q (9077.770150 sec): 3 clusters Score: Raw -1653915.415343 + Penalty 3059.820086 = -1650855.595257 nChanged 51 SP:Iteration 51Q (9077.798750 sec): 3 clusters Score: Raw -1653928.555544 + Penalty 3059.820086 = -1650868.735457 nChanged 47 SP:Iteration 52Q (9077.827319 sec): 3 clusters Score: Raw -1653938.428981 + Penalty 3059.820086 = -1650878.608895 nChanged 45 SP:Iteration 53Q (9077.855780 sec): 3 clusters Score: Raw -1653948.595637 + Penalty 3059.820086 = -1650888.775551 nChanged 42 SP:Iteration 54Q (9077.884311 sec): 3 clusters Score: Raw -1653957.225106 + Penalty 3059.820086 = -1650897.405020 nChanged 36 SP:Iteration 55Q (9077.912562 sec): 3 clusters Score: Raw -1653965.257625 + Penalty 3059.820086 = -1650905.437539 nChanged 41 SP:Iteration 56Q (9077.940692 sec): 3 clusters Score: Raw -1653974.310572 + Penalty 3059.820086 = -1650914.490485 nChanged 35 SP:Iteration 57Q (9077.969070 sec): 3 clusters Score: Raw -1653981.519182 + Penalty 3059.820086 = -1650921.699096 nChanged 35 SP:Iteration 58Q (9077.997244 sec): 3 clusters Score: Raw -1653988.147931 + Penalty 3059.820086 = -1650928.327844 nChanged 22 SP:Iteration 59Q (9078.025340 sec): 3 clusters Score: Raw -1653991.317684 + Penalty 3059.820086 = -1650931.497598 nChanged 15 SP:Iteration 60F (9078.055713 sec): 3 clusters Score: Raw -1653993.777290 + Penalty 3059.820086 = -1650933.957204 nChanged 13 SP:Iteration 61Q (9078.084134 sec): 3 clusters Score: Raw -1653996.001132 + Penalty 3059.820086 = -1650936.181046 nChanged 17 SP:Iteration 62Q (9078.112421 sec): 3 clusters Score: Raw -1653999.946745 + Penalty 3059.820086 = -1650940.126658 nChanged 25 SP:Iteration 63Q (9078.140770 sec): 3 clusters Score: Raw -1654004.798115 + Penalty 3059.820086 = -1650944.978028 nChanged 21 SP:Iteration 64Q (9078.168894 sec): 3 clusters Score: Raw -1654008.330749 + Penalty 3059.820086 = -1650948.510663 nChanged 17 SP:Iteration 65Q (9078.197197 sec): 3 clusters Score: Raw -1654012.066434 + Penalty 3059.820086 = -1650952.246348 nChanged 24 SP:Iteration 66Q (9078.225350 sec): 3 clusters Score: Raw -1654015.969293 + Penalty 3059.820086 = -1650956.149207 nChanged 16 SP:Iteration 67Q (9078.253493 sec): 3 clusters Score: Raw -1654018.172026 + Penalty 3059.820086 = -1650958.351939 nChanged 11 SP:Iteration 68Q (9078.281485 sec): 3 clusters Score: Raw -1654019.773481 + Penalty 3059.820086 = -1650959.953395 nChanged 15 SP:Iteration 69Q (9078.309669 sec): 3 clusters Score: Raw -1654021.788008 + Penalty 3059.820086 = -1650961.967921 nChanged 14 SP:Iteration 70Q (9078.338079 sec): 3 clusters Score: Raw -1654023.917520 + Penalty 3059.820086 = -1650964.097433 nChanged 8 SP:Iteration 71Q (9078.365984 sec): 3 clusters Score: Raw -1654024.922816 + Penalty 3059.820086 = -1650965.102730 nChanged 6 SP:Iteration 72Q (9078.393937 sec): 3 clusters Score: Raw -1654026.284053 + Penalty 3059.820086 = -1650966.463967 nChanged 12 SP:Iteration 73Q (9078.421894 sec): 3 clusters Score: Raw -1654028.730263 + Penalty 3059.820086 = -1650968.910177 nChanged 18 SP:Iteration 74Q (9078.449812 sec): 3 clusters Score: Raw -1654032.118674 + Penalty 3059.820086 = -1650972.298588 nChanged 18 SP:Iteration 75Q (9078.477776 sec): 3 clusters Score: Raw -1654036.813407 + Penalty 3059.820086 = -1650976.993321 nChanged 21 SP:Iteration 76Q (9078.505915 sec): 3 clusters Score: Raw -1654043.322529 + Penalty 3059.820086 = -1650983.502442 nChanged 23 SP:Iteration 77Q (9078.533695 sec): 3 clusters Score: Raw -1654048.872190 + Penalty 3059.820086 = -1650989.052103 nChanged 19 SP:Iteration 78Q (9078.561682 sec): 3 clusters Score: Raw -1654051.712324 + Penalty 3059.820086 = -1650991.892238 nChanged 14 SP:Iteration 79Q (9078.589414 sec): 3 clusters Score: Raw -1654053.417638 + Penalty 3059.820086 = -1650993.597552 nChanged 11 SP:Iteration 80F (9078.619707 sec): 3 clusters Score: Raw -1654054.609862 + Penalty 3059.820086 = -1650994.789775 nChanged 7 SP:Iteration 81Q (9078.647926 sec): 3 clusters Score: Raw -1654055.684927 + Penalty 3059.820086 = -1650995.864841 nChanged 4 SP:Iteration 82Q (9078.676035 sec): 3 clusters Score: Raw -1654056.109291 + Penalty 3059.820086 = -1650996.289205 nChanged 3 SP:Iteration 83Q (9078.703814 sec): 3 clusters Score: Raw -1654057.203546 + Penalty 3059.820086 = -1650997.383460 nChanged 4 SP:Iteration 84Q (9078.731699 sec): 3 clusters Score: Raw -1654057.944440 + Penalty 3059.820086 = -1650998.124354 nChanged 8 SP:Iteration 85Q (9078.759480 sec): 3 clusters Score: Raw -1654059.526405 + Penalty 3059.820086 = -1650999.706319 nChanged 6 SP:Iteration 86Q (9078.787362 sec): 3 clusters Score: Raw -1654060.899782 + Penalty 3059.820086 = -1651001.079696 nChanged 6 SP:Iteration 87Q (9078.815385 sec): 3 clusters Score: Raw -1654062.328690 + Penalty 3059.820086 = -1651002.508603 nChanged 15 SP:Iteration 88Q (9078.843224 sec): 3 clusters Score: Raw -1654066.123745 + Penalty 3059.820086 = -1651006.303659 nChanged 20 SP:Iteration 89Q (9078.871157 sec): 3 clusters Score: Raw -1654070.212512 + Penalty 3059.820086 = -1651010.392426 nChanged 19 SP:Iteration 90Q (9078.898918 sec): 3 clusters Score: Raw -1654074.698150 + Penalty 3059.820086 = -1651014.878064 nChanged 19 SP:Iteration 91Q (9078.926957 sec): 3 clusters Score: Raw -1654078.880600 + Penalty 3059.820086 = -1651019.060513 nChanged 16 SP:Iteration 92Q (9078.954708 sec): 3 clusters Score: Raw -1654080.967479 + Penalty 3059.820086 = -1651021.147393 nChanged 8 SP:Iteration 93Q (9078.982344 sec): 3 clusters Score: Raw -1654082.144250 + Penalty 3059.820086 = -1651022.324164 nChanged 5 SP:Iteration 94Q (9079.009957 sec): 3 clusters Score: Raw -1654082.738319 + Penalty 3059.820086 = -1651022.918232 nChanged 4 SP:Iteration 95Q (9079.037911 sec): 3 clusters Score: Raw -1654083.297611 + Penalty 3059.820086 = -1651023.477524 nChanged 0 SP:Iteration 96F (9079.068236 sec): 3 clusters Score: Raw -1654083.297611 + Penalty 3059.820086 = -1651023.477524 nChanged 0 Trying to split cluster 31 (15581 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9079.097730 sec): 2 clusters Score: Raw -2075289.574614 + Penalty 1568.743719 = -2073720.830894 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9079.134387 sec): 3 clusters Score: Raw -2066132.452179 + Penalty 3137.487438 = -2062994.964741 nChanged 6871 SP:Iteration 1F (9079.169544 sec): 3 clusters Score: Raw -2069885.928056 + Penalty 3137.487438 = -2066748.440618 nChanged 927 SP:Iteration 2F (9079.205061 sec): 3 clusters Score: Raw -2070307.207691 + Penalty 3137.487438 = -2067169.720253 nChanged 880 SP:Iteration 3F (9079.240345 sec): 3 clusters Score: Raw -2070826.885405 + Penalty 3137.487438 = -2067689.397967 nChanged 954 SP:Iteration 4F (9079.275675 sec): 3 clusters Score: Raw -2071615.754637 + Penalty 3137.487438 = -2068478.267199 nChanged 1171 SP:Iteration 5F (9079.310911 sec): 3 clusters Score: Raw -2072620.069676 + Penalty 3137.487438 = -2069482.582238 nChanged 1315 SP:Iteration 6F (9079.346103 sec): 3 clusters Score: Raw -2073781.621749 + Penalty 3137.487438 = -2070644.134310 nChanged 1209 SP:Iteration 7F (9079.381379 sec): 3 clusters Score: Raw -2074739.177931 + Penalty 3137.487438 = -2071601.690492 nChanged 927 SP:Iteration 8F (9079.427092 sec): 3 clusters Score: Raw -2075349.047727 + Penalty 3137.487438 = -2072211.560288 nChanged 604 SP:Iteration 9Q (9079.462408 sec): 3 clusters Score: Raw -2075675.858613 + Penalty 3137.487438 = -2072538.371174 nChanged 405 SP:Iteration 10Q (9079.497834 sec): 3 clusters Score: Raw -2075876.231745 + Penalty 3137.487438 = -2072738.744306 nChanged 286 SP:Iteration 11Q (9079.533165 sec): 3 clusters Score: Raw -2076006.014995 + Penalty 3137.487438 = -2072868.527557 nChanged 227 SP:Iteration 12Q (9079.568583 sec): 3 clusters Score: Raw -2076096.786851 + Penalty 3137.487438 = -2072959.299413 nChanged 195 SP:Iteration 13Q (9079.603851 sec): 3 clusters Score: Raw -2076175.412577 + Penalty 3137.487438 = -2073037.925139 nChanged 159 SP:Iteration 14Q (9079.639039 sec): 3 clusters Score: Raw -2076225.673911 + Penalty 3137.487438 = -2073088.186473 nChanged 123 SP:Iteration 15Q (9079.673885 sec): 3 clusters Score: Raw -2076258.426712 + Penalty 3137.487438 = -2073120.939274 nChanged 106 SP:Iteration 16Q (9079.708713 sec): 3 clusters Score: Raw -2076288.909505 + Penalty 3137.487438 = -2073151.422067 nChanged 105 SP:Iteration 17Q (9079.743397 sec): 3 clusters Score: Raw -2076323.281373 + Penalty 3137.487438 = -2073185.793935 nChanged 114 SP:Iteration 18Q (9079.778017 sec): 3 clusters Score: Raw -2076358.895002 + Penalty 3137.487438 = -2073221.407564 nChanged 107 SP:Iteration 19Q (9079.812388 sec): 3 clusters Score: Raw -2076389.998679 + Penalty 3137.487438 = -2073252.511240 nChanged 92 SP:Iteration 20F (9079.847611 sec): 3 clusters Score: Raw -2076417.561435 + Penalty 3137.487438 = -2073280.073997 nChanged 95 SP:Iteration 21Q (9079.881842 sec): 3 clusters Score: Raw -2076443.213325 + Penalty 3137.487438 = -2073305.725886 nChanged 89 SP:Iteration 22Q (9079.915904 sec): 3 clusters Score: Raw -2076466.659187 + Penalty 3137.487438 = -2073329.171749 nChanged 80 SP:Iteration 23Q (9079.949880 sec): 3 clusters Score: Raw -2076487.044598 + Penalty 3137.487438 = -2073349.557160 nChanged 64 SP:Iteration 24Q (9079.983690 sec): 3 clusters Score: Raw -2076503.885181 + Penalty 3137.487438 = -2073366.397743 nChanged 51 SP:Iteration 25Q (9080.017332 sec): 3 clusters Score: Raw -2076516.390652 + Penalty 3137.487438 = -2073378.903214 nChanged 39 SP:Iteration 26Q (9080.051001 sec): 3 clusters Score: Raw -2076527.172136 + Penalty 3137.487438 = -2073389.684698 nChanged 40 SP:Iteration 27Q (9080.084518 sec): 3 clusters Score: Raw -2076534.633837 + Penalty 3137.487438 = -2073397.146399 nChanged 40 SP:Iteration 28Q (9080.117889 sec): 3 clusters Score: Raw -2076542.316484 + Penalty 3137.487438 = -2073404.829046 nChanged 33 SP:Iteration 29Q (9080.151265 sec): 3 clusters Score: Raw -2076548.432183 + Penalty 3137.487438 = -2073410.944745 nChanged 38 SP:Iteration 30Q (9080.184738 sec): 3 clusters Score: Raw -2076556.893436 + Penalty 3137.487438 = -2073419.405998 nChanged 36 SP:Iteration 31Q (9080.218014 sec): 3 clusters Score: Raw -2076564.371624 + Penalty 3137.487438 = -2073426.884186 nChanged 34 SP:Iteration 32Q (9080.251052 sec): 3 clusters Score: Raw -2076571.573888 + Penalty 3137.487438 = -2073434.086450 nChanged 31 SP:Iteration 33Q (9080.284136 sec): 3 clusters Score: Raw -2076578.209767 + Penalty 3137.487438 = -2073440.722329 nChanged 27 SP:Iteration 34Q (9080.317272 sec): 3 clusters Score: Raw -2076585.004215 + Penalty 3137.487438 = -2073447.516776 nChanged 27 SP:Iteration 35Q (9080.350201 sec): 3 clusters Score: Raw -2076591.736927 + Penalty 3137.487438 = -2073454.249489 nChanged 30 SP:Iteration 36Q (9080.383239 sec): 3 clusters Score: Raw -2076601.750526 + Penalty 3137.487438 = -2073464.263088 nChanged 28 SP:Iteration 37Q (9080.416251 sec): 3 clusters Score: Raw -2076609.090125 + Penalty 3137.487438 = -2073471.602687 nChanged 28 SP:Iteration 38Q (9080.449044 sec): 3 clusters Score: Raw -2076614.652798 + Penalty 3137.487438 = -2073477.165360 nChanged 23 SP:Iteration 39Q (9080.481807 sec): 3 clusters Score: Raw -2076619.205167 + Penalty 3137.487438 = -2073481.717729 nChanged 16 SP:Iteration 40F (9080.516895 sec): 3 clusters Score: Raw -2076622.796408 + Penalty 3137.487438 = -2073485.308969 nChanged 14 SP:Iteration 41Q (9080.549970 sec): 3 clusters Score: Raw -2076625.850984 + Penalty 3137.487438 = -2073488.363546 nChanged 19 SP:Iteration 42Q (9080.582591 sec): 3 clusters Score: Raw -2076630.052422 + Penalty 3137.487438 = -2073492.564983 nChanged 24 SP:Iteration 43Q (9080.615381 sec): 3 clusters Score: Raw -2076634.679209 + Penalty 3137.487438 = -2073497.191770 nChanged 18 SP:Iteration 44Q (9080.648061 sec): 3 clusters Score: Raw -2076637.281118 + Penalty 3137.487438 = -2073499.793679 nChanged 14 SP:Iteration 45Q (9080.680803 sec): 3 clusters Score: Raw -2076639.614315 + Penalty 3137.487438 = -2073502.126877 nChanged 15 SP:Iteration 46Q (9080.713564 sec): 3 clusters Score: Raw -2076642.039976 + Penalty 3137.487438 = -2073504.552538 nChanged 16 SP:Iteration 47Q (9080.746167 sec): 3 clusters Score: Raw -2076644.675093 + Penalty 3137.487438 = -2073507.187655 nChanged 20 SP:Iteration 48Q (9080.778582 sec): 3 clusters Score: Raw -2076647.568734 + Penalty 3137.487438 = -2073510.081295 nChanged 9 SP:Iteration 49Q (9080.811105 sec): 3 clusters Score: Raw -2076649.015399 + Penalty 3137.487438 = -2073511.527960 nChanged 7 SP:Iteration 50Q (9080.843673 sec): 3 clusters Score: Raw -2076650.100594 + Penalty 3137.487438 = -2073512.613156 nChanged 7 SP:Iteration 51Q (9080.876328 sec): 3 clusters Score: Raw -2076650.928549 + Penalty 3137.487438 = -2073513.441111 nChanged 4 SP:Iteration 52Q (9080.908647 sec): 3 clusters Score: Raw -2076651.242794 + Penalty 3137.487438 = -2073513.755356 nChanged 1 SP:Iteration 53Q (9080.941159 sec): 3 clusters Score: Raw -2076651.341418 + Penalty 3137.487438 = -2073513.853980 nChanged 3 SP:Iteration 54Q (9080.973564 sec): 3 clusters Score: Raw -2076651.824328 + Penalty 3137.487438 = -2073514.336890 nChanged 5 SP:Iteration 55Q (9081.005851 sec): 3 clusters Score: Raw -2076652.566103 + Penalty 3137.487438 = -2073515.078665 nChanged 12 SP:Iteration 56Q (9081.038286 sec): 3 clusters Score: Raw -2076654.178552 + Penalty 3137.487438 = -2073516.691114 nChanged 6 SP:Iteration 57Q (9081.070664 sec): 3 clusters Score: Raw -2076655.075785 + Penalty 3137.487438 = -2073517.588347 nChanged 6 SP:Iteration 58Q (9081.103075 sec): 3 clusters Score: Raw -2076655.935527 + Penalty 3137.487438 = -2073518.448088 nChanged 2 SP:Iteration 59Q (9081.135461 sec): 3 clusters Score: Raw -2076656.079214 + Penalty 3137.487438 = -2073518.591775 nChanged 2 SP:Iteration 60F (9081.170624 sec): 3 clusters Score: Raw -2076656.411878 + Penalty 3137.487438 = -2073518.924440 nChanged 3 SP:Iteration 61Q (9081.203142 sec): 3 clusters Score: Raw -2076657.043916 + Penalty 3137.487438 = -2073519.556478 nChanged 3 SP:Iteration 62Q (9081.235470 sec): 3 clusters Score: Raw -2076657.281265 + Penalty 3137.487438 = -2073519.793827 nChanged 1 SP:Iteration 63Q (9081.268056 sec): 3 clusters Score: Raw -2076657.329320 + Penalty 3137.487438 = -2073519.841882 nChanged 0 SP:Iteration 64F (9081.303191 sec): 3 clusters Score: Raw -2076657.329320 + Penalty 3137.487438 = -2073519.841882 nChanged 0 Trying to split cluster 32 (17885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9081.334666 sec): 2 clusters Score: Raw -2130642.358427 + Penalty 1591.154118 = -2129051.204309 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9081.375644 sec): 3 clusters Score: Raw -2120019.748746 + Penalty 3182.308237 = -2116837.440509 nChanged 7970 SP:Iteration 1F (9081.414717 sec): 3 clusters Score: Raw -2124468.114484 + Penalty 3182.308237 = -2121285.806247 nChanged 973 SP:Iteration 2F (9081.454048 sec): 3 clusters Score: Raw -2124871.929186 + Penalty 3182.308237 = -2121689.620949 nChanged 914 SP:Iteration 3F (9081.493401 sec): 3 clusters Score: Raw -2125284.396553 + Penalty 3182.308237 = -2122102.088316 nChanged 892 SP:Iteration 4Q (9081.533210 sec): 3 clusters Score: Raw -2125704.458069 + Penalty 3182.308237 = -2122522.149832 nChanged 848 SP:Iteration 5Q (9081.572907 sec): 3 clusters Score: Raw -2126117.870033 + Penalty 3182.308237 = -2122935.561796 nChanged 850 SP:Iteration 6Q (9081.613004 sec): 3 clusters Score: Raw -2126539.453389 + Penalty 3182.308237 = -2123357.145152 nChanged 846 SP:Iteration 7Q (9081.652911 sec): 3 clusters Score: Raw -2127005.141023 + Penalty 3182.308237 = -2123822.832786 nChanged 905 SP:Iteration 8F (9081.692122 sec): 3 clusters Score: Raw -2127525.671474 + Penalty 3182.308237 = -2124343.363237 nChanged 847 SP:Iteration 9Q (9081.731667 sec): 3 clusters Score: Raw -2128067.952781 + Penalty 3182.308237 = -2124885.644544 nChanged 859 SP:Iteration 10Q (9081.771203 sec): 3 clusters Score: Raw -2128563.605707 + Penalty 3182.308237 = -2125381.297470 nChanged 775 SP:Iteration 11Q (9081.810465 sec): 3 clusters Score: Raw -2128979.164277 + Penalty 3182.308237 = -2125796.856041 nChanged 658 SP:Iteration 12Q (9081.849509 sec): 3 clusters Score: Raw -2129278.980758 + Penalty 3182.308237 = -2126096.672521 nChanged 512 SP:Iteration 13Q (9081.888678 sec): 3 clusters Score: Raw -2129470.929379 + Penalty 3182.308237 = -2126288.621142 nChanged 389 SP:Iteration 14Q (9081.927352 sec): 3 clusters Score: Raw -2129583.213715 + Penalty 3182.308237 = -2126400.905479 nChanged 295 SP:Iteration 15Q (9081.966070 sec): 3 clusters Score: Raw -2129655.040610 + Penalty 3182.308237 = -2126472.732373 nChanged 223 SP:Iteration 16Q (9082.004652 sec): 3 clusters Score: Raw -2129701.700333 + Penalty 3182.308237 = -2126519.392096 nChanged 176 SP:Iteration 17Q (9082.043336 sec): 3 clusters Score: Raw -2129736.347721 + Penalty 3182.308237 = -2126554.039484 nChanged 157 SP:Iteration 18Q (9082.081816 sec): 3 clusters Score: Raw -2129765.860826 + Penalty 3182.308237 = -2126583.552590 nChanged 133 SP:Iteration 19Q (9082.120261 sec): 3 clusters Score: Raw -2129787.797886 + Penalty 3182.308237 = -2126605.489650 nChanged 107 SP:Iteration 20F (9082.159483 sec): 3 clusters Score: Raw -2129803.418126 + Penalty 3182.308237 = -2126621.109889 nChanged 113 SP:Iteration 21Q (9082.198090 sec): 3 clusters Score: Raw -2129818.864407 + Penalty 3182.308237 = -2126636.556171 nChanged 94 SP:Iteration 22Q (9082.236507 sec): 3 clusters Score: Raw -2129829.205628 + Penalty 3182.308237 = -2126646.897391 nChanged 68 SP:Iteration 23Q (9082.275050 sec): 3 clusters Score: Raw -2129837.798126 + Penalty 3182.308237 = -2126655.489889 nChanged 67 SP:Iteration 24Q (9082.313512 sec): 3 clusters Score: Raw -2129846.040741 + Penalty 3182.308237 = -2126663.732505 nChanged 63 SP:Iteration 25Q (9082.351857 sec): 3 clusters Score: Raw -2129853.453380 + Penalty 3182.308237 = -2126671.145143 nChanged 63 SP:Iteration 26Q (9082.390216 sec): 3 clusters Score: Raw -2129860.631849 + Penalty 3182.308237 = -2126678.323612 nChanged 61 SP:Iteration 27Q (9082.428564 sec): 3 clusters Score: Raw -2129868.066241 + Penalty 3182.308237 = -2126685.758004 nChanged 57 SP:Iteration 28Q (9082.466940 sec): 3 clusters Score: Raw -2129874.162659 + Penalty 3182.308237 = -2126691.854423 nChanged 48 SP:Iteration 29Q (9082.505703 sec): 3 clusters Score: Raw -2129878.482214 + Penalty 3182.308237 = -2126696.173977 nChanged 51 SP:Iteration 30Q (9082.544167 sec): 3 clusters Score: Raw -2129883.480918 + Penalty 3182.308237 = -2126701.172681 nChanged 48 SP:Iteration 31Q (9082.582505 sec): 3 clusters Score: Raw -2129887.998019 + Penalty 3182.308237 = -2126705.689783 nChanged 49 SP:Iteration 32Q (9082.620915 sec): 3 clusters Score: Raw -2129893.180945 + Penalty 3182.308237 = -2126710.872708 nChanged 65 SP:Iteration 33Q (9082.659218 sec): 3 clusters Score: Raw -2129900.046073 + Penalty 3182.308237 = -2126717.737836 nChanged 53 SP:Iteration 34Q (9082.697640 sec): 3 clusters Score: Raw -2129906.088153 + Penalty 3182.308237 = -2126723.779916 nChanged 56 SP:Iteration 35Q (9082.735905 sec): 3 clusters Score: Raw -2129912.449845 + Penalty 3182.308237 = -2126730.141608 nChanged 43 SP:Iteration 36Q (9082.774120 sec): 3 clusters Score: Raw -2129916.174573 + Penalty 3182.308237 = -2126733.866336 nChanged 40 SP:Iteration 37Q (9082.812386 sec): 3 clusters Score: Raw -2129919.405522 + Penalty 3182.308237 = -2126737.097285 nChanged 40 SP:Iteration 38Q (9082.850556 sec): 3 clusters Score: Raw -2129922.817306 + Penalty 3182.308237 = -2126740.509070 nChanged 31 SP:Iteration 39Q (9082.888898 sec): 3 clusters Score: Raw -2129925.128557 + Penalty 3182.308237 = -2126742.820321 nChanged 34 SP:Iteration 40F (9082.928081 sec): 3 clusters Score: Raw -2129928.355056 + Penalty 3182.308237 = -2126746.046819 nChanged 38 SP:Iteration 41Q (9082.966674 sec): 3 clusters Score: Raw -2129931.968461 + Penalty 3182.308237 = -2126749.660225 nChanged 34 SP:Iteration 42Q (9083.005241 sec): 3 clusters Score: Raw -2129935.239412 + Penalty 3182.308237 = -2126752.931176 nChanged 36 SP:Iteration 43Q (9083.043727 sec): 3 clusters Score: Raw -2129937.869231 + Penalty 3182.308237 = -2126755.560994 nChanged 30 SP:Iteration 44Q (9083.082105 sec): 3 clusters Score: Raw -2129940.510688 + Penalty 3182.308237 = -2126758.202452 nChanged 33 SP:Iteration 45Q (9083.120480 sec): 3 clusters Score: Raw -2129944.200224 + Penalty 3182.308237 = -2126761.891988 nChanged 27 SP:Iteration 46Q (9083.158939 sec): 3 clusters Score: Raw -2129946.703440 + Penalty 3182.308237 = -2126764.395203 nChanged 30 SP:Iteration 47Q (9083.197333 sec): 3 clusters Score: Raw -2129949.436172 + Penalty 3182.308237 = -2126767.127935 nChanged 38 SP:Iteration 48Q (9083.235711 sec): 3 clusters Score: Raw -2129953.286772 + Penalty 3182.308237 = -2126770.978535 nChanged 37 SP:Iteration 49Q (9083.274019 sec): 3 clusters Score: Raw -2129956.764223 + Penalty 3182.308237 = -2126774.455987 nChanged 50 SP:Iteration 50Q (9083.312359 sec): 3 clusters Score: Raw -2129961.713585 + Penalty 3182.308237 = -2126779.405348 nChanged 35 SP:Iteration 51Q (9083.350703 sec): 3 clusters Score: Raw -2129965.618208 + Penalty 3182.308237 = -2126783.309972 nChanged 39 SP:Iteration 52Q (9083.389128 sec): 3 clusters Score: Raw -2129969.701291 + Penalty 3182.308237 = -2126787.393054 nChanged 36 SP:Iteration 53Q (9083.427527 sec): 3 clusters Score: Raw -2129972.974967 + Penalty 3182.308237 = -2126790.666730 nChanged 36 SP:Iteration 54Q (9083.465831 sec): 3 clusters Score: Raw -2129976.294842 + Penalty 3182.308237 = -2126793.986606 nChanged 33 SP:Iteration 55Q (9083.504101 sec): 3 clusters Score: Raw -2129980.437852 + Penalty 3182.308237 = -2126798.129615 nChanged 30 SP:Iteration 56Q (9083.542514 sec): 3 clusters Score: Raw -2129984.525652 + Penalty 3182.308237 = -2126802.217415 nChanged 36 SP:Iteration 57Q (9083.580848 sec): 3 clusters Score: Raw -2129987.256981 + Penalty 3182.308237 = -2126804.948745 nChanged 25 SP:Iteration 58Q (9083.619420 sec): 3 clusters Score: Raw -2129989.275498 + Penalty 3182.308237 = -2126806.967261 nChanged 27 SP:Iteration 59Q (9083.657619 sec): 3 clusters Score: Raw -2129991.672276 + Penalty 3182.308237 = -2126809.364040 nChanged 34 SP:Iteration 60F (9083.696882 sec): 3 clusters Score: Raw -2129995.573617 + Penalty 3182.308237 = -2126813.265380 nChanged 39 SP:Iteration 61Q (9083.735317 sec): 3 clusters Score: Raw -2129999.056103 + Penalty 3182.308237 = -2126816.747866 nChanged 34 SP:Iteration 62Q (9083.773777 sec): 3 clusters Score: Raw -2130002.134360 + Penalty 3182.308237 = -2126819.826123 nChanged 36 SP:Iteration 63Q (9083.812112 sec): 3 clusters Score: Raw -2130005.549027 + Penalty 3182.308237 = -2126823.240790 nChanged 34 SP:Iteration 64Q (9083.850576 sec): 3 clusters Score: Raw -2130008.694460 + Penalty 3182.308237 = -2126826.386224 nChanged 31 SP:Iteration 65Q (9083.888909 sec): 3 clusters Score: Raw -2130011.526766 + Penalty 3182.308237 = -2126829.218529 nChanged 41 SP:Iteration 66Q (9083.927209 sec): 3 clusters Score: Raw -2130016.020805 + Penalty 3182.308237 = -2126833.712569 nChanged 52 SP:Iteration 67Q (9083.965405 sec): 3 clusters Score: Raw -2130022.586553 + Penalty 3182.308237 = -2126840.278316 nChanged 64 SP:Iteration 68Q (9084.003800 sec): 3 clusters Score: Raw -2130030.140309 + Penalty 3182.308237 = -2126847.832072 nChanged 58 SP:Iteration 69Q (9084.042108 sec): 3 clusters Score: Raw -2130036.342643 + Penalty 3182.308237 = -2126854.034407 nChanged 52 SP:Iteration 70Q (9084.080330 sec): 3 clusters Score: Raw -2130043.175241 + Penalty 3182.308237 = -2126860.867004 nChanged 54 SP:Iteration 71Q (9084.118591 sec): 3 clusters Score: Raw -2130050.022560 + Penalty 3182.308237 = -2126867.714323 nChanged 63 SP:Iteration 72Q (9084.168996 sec): 3 clusters Score: Raw -2130059.927353 + Penalty 3182.308237 = -2126877.619117 nChanged 87 SP:Iteration 73Q (9084.207347 sec): 3 clusters Score: Raw -2130075.146409 + Penalty 3182.308237 = -2126892.838172 nChanged 98 SP:Iteration 74Q (9084.245573 sec): 3 clusters Score: Raw -2130092.260147 + Penalty 3182.308237 = -2126909.951910 nChanged 102 SP:Iteration 75Q (9084.283630 sec): 3 clusters Score: Raw -2130106.821441 + Penalty 3182.308237 = -2126924.513204 nChanged 87 SP:Iteration 76Q (9084.321655 sec): 3 clusters Score: Raw -2130120.978658 + Penalty 3182.308237 = -2126938.670422 nChanged 93 SP:Iteration 77Q (9084.359688 sec): 3 clusters Score: Raw -2130134.434741 + Penalty 3182.308237 = -2126952.126504 nChanged 86 SP:Iteration 78Q (9084.397674 sec): 3 clusters Score: Raw -2130147.282804 + Penalty 3182.308237 = -2126964.974568 nChanged 97 SP:Iteration 79Q (9084.435562 sec): 3 clusters Score: Raw -2130162.993159 + Penalty 3182.308237 = -2126980.684922 nChanged 99 SP:Iteration 80F (9084.474774 sec): 3 clusters Score: Raw -2130178.343704 + Penalty 3182.308237 = -2126996.035467 nChanged 107 SP:Iteration 81Q (9084.512813 sec): 3 clusters Score: Raw -2130196.152195 + Penalty 3182.308237 = -2127013.843958 nChanged 114 SP:Iteration 82Q (9084.550923 sec): 3 clusters Score: Raw -2130216.578912 + Penalty 3182.308237 = -2127034.270675 nChanged 125 SP:Iteration 83Q (9084.588795 sec): 3 clusters Score: Raw -2130241.589267 + Penalty 3182.308237 = -2127059.281031 nChanged 128 SP:Iteration 84Q (9084.626566 sec): 3 clusters Score: Raw -2130265.266855 + Penalty 3182.308237 = -2127082.958618 nChanged 132 SP:Iteration 85Q (9084.664265 sec): 3 clusters Score: Raw -2130291.974424 + Penalty 3182.308237 = -2127109.666187 nChanged 138 SP:Iteration 86Q (9084.701981 sec): 3 clusters Score: Raw -2130318.566964 + Penalty 3182.308237 = -2127136.258728 nChanged 152 SP:Iteration 87Q (9084.739523 sec): 3 clusters Score: Raw -2130348.141960 + Penalty 3182.308237 = -2127165.833724 nChanged 135 SP:Iteration 88Q (9084.777022 sec): 3 clusters Score: Raw -2130374.821323 + Penalty 3182.308237 = -2127192.513086 nChanged 134 SP:Iteration 89Q (9084.814344 sec): 3 clusters Score: Raw -2130402.361344 + Penalty 3182.308237 = -2127220.053107 nChanged 133 SP:Iteration 90Q (9084.851673 sec): 3 clusters Score: Raw -2130427.150948 + Penalty 3182.308237 = -2127244.842711 nChanged 117 SP:Iteration 91Q (9084.888857 sec): 3 clusters Score: Raw -2130447.754589 + Penalty 3182.308237 = -2127265.446353 nChanged 110 SP:Iteration 92Q (9084.926043 sec): 3 clusters Score: Raw -2130465.449017 + Penalty 3182.308237 = -2127283.140780 nChanged 102 SP:Iteration 93Q (9084.963138 sec): 3 clusters Score: Raw -2130482.528430 + Penalty 3182.308237 = -2127300.220193 nChanged 103 SP:Iteration 94Q (9085.000162 sec): 3 clusters Score: Raw -2130503.504501 + Penalty 3182.308237 = -2127321.196264 nChanged 111 SP:Iteration 95Q (9085.037214 sec): 3 clusters Score: Raw -2130527.568933 + Penalty 3182.308237 = -2127345.260696 nChanged 127 SP:Iteration 96Q (9085.074056 sec): 3 clusters Score: Raw -2130557.602910 + Penalty 3182.308237 = -2127375.294674 nChanged 138 SP:Iteration 97Q (9085.111070 sec): 3 clusters Score: Raw -2130591.798822 + Penalty 3182.308237 = -2127409.490585 nChanged 164 SP:Iteration 98Q (9085.148036 sec): 3 clusters Score: Raw -2130641.690464 + Penalty 3182.308237 = -2127459.382228 nChanged 169 SP:Iteration 99Q (9085.184775 sec): 3 clusters Score: Raw -2130691.327193 + Penalty 3182.308237 = -2127509.018956 nChanged 171 SP:Iteration 100F (9085.223948 sec): 3 clusters Score: Raw -2130741.003563 + Penalty 3182.308237 = -2127558.695327 nChanged 155 SP:Iteration 101Q (9085.260941 sec): 3 clusters Score: Raw -2130780.303470 + Penalty 3182.308237 = -2127597.995234 nChanged 136 SP:Iteration 102Q (9085.297833 sec): 3 clusters Score: Raw -2130812.208530 + Penalty 3182.308237 = -2127629.900293 nChanged 134 SP:Iteration 103Q (9085.334441 sec): 3 clusters Score: Raw -2130842.179213 + Penalty 3182.308237 = -2127659.870977 nChanged 124 SP:Iteration 104Q (9085.370914 sec): 3 clusters Score: Raw -2130874.831203 + Penalty 3182.308237 = -2127692.522967 nChanged 148 SP:Iteration 105Q (9085.407207 sec): 3 clusters Score: Raw -2130911.319240 + Penalty 3182.308237 = -2127729.011003 nChanged 130 SP:Iteration 106Q (9085.443517 sec): 3 clusters Score: Raw -2130941.808158 + Penalty 3182.308237 = -2127759.499921 nChanged 113 SP:Iteration 107Q (9085.479645 sec): 3 clusters Score: Raw -2130967.212232 + Penalty 3182.308237 = -2127784.903995 nChanged 104 SP:Iteration 108Q (9085.515647 sec): 3 clusters Score: Raw -2130990.024114 + Penalty 3182.308237 = -2127807.715877 nChanged 89 SP:Iteration 109Q (9085.551617 sec): 3 clusters Score: Raw -2131013.599457 + Penalty 3182.308237 = -2127831.291220 nChanged 95 SP:Iteration 110Q (9085.587495 sec): 3 clusters Score: Raw -2131036.341724 + Penalty 3182.308237 = -2127854.033487 nChanged 93 SP:Iteration 111Q (9085.623241 sec): 3 clusters Score: Raw -2131058.421985 + Penalty 3182.308237 = -2127876.113749 nChanged 88 SP:Iteration 112Q (9085.658920 sec): 3 clusters Score: Raw -2131080.020011 + Penalty 3182.308237 = -2127897.711774 nChanged 100 SP:Iteration 113Q (9085.694678 sec): 3 clusters Score: Raw -2131107.146306 + Penalty 3182.308237 = -2127924.838069 nChanged 96 SP:Iteration 114Q (9085.730277 sec): 3 clusters Score: Raw -2131134.129412 + Penalty 3182.308237 = -2127951.821175 nChanged 98 SP:Iteration 115Q (9085.765731 sec): 3 clusters Score: Raw -2131159.208236 + Penalty 3182.308237 = -2127976.899999 nChanged 84 SP:Iteration 116Q (9085.801157 sec): 3 clusters Score: Raw -2131182.451446 + Penalty 3182.308237 = -2128000.143209 nChanged 82 SP:Iteration 117Q (9085.836595 sec): 3 clusters Score: Raw -2131206.569278 + Penalty 3182.308237 = -2128024.261042 nChanged 78 SP:Iteration 118Q (9085.872013 sec): 3 clusters Score: Raw -2131226.702385 + Penalty 3182.308237 = -2128044.394148 nChanged 71 SP:Iteration 119Q (9085.907386 sec): 3 clusters Score: Raw -2131242.888106 + Penalty 3182.308237 = -2128060.579869 nChanged 54 SP:Iteration 120F (9085.946281 sec): 3 clusters Score: Raw -2131254.171554 + Penalty 3182.308237 = -2128071.863317 nChanged 53 SP:Iteration 121Q (9085.981710 sec): 3 clusters Score: Raw -2131264.238799 + Penalty 3182.308237 = -2128081.930562 nChanged 43 SP:Iteration 122Q (9086.017052 sec): 3 clusters Score: Raw -2131274.050446 + Penalty 3182.308237 = -2128091.742209 nChanged 42 SP:Iteration 123Q (9086.052098 sec): 3 clusters Score: Raw -2131282.729441 + Penalty 3182.308237 = -2128100.421204 nChanged 39 SP:Iteration 124Q (9086.087195 sec): 3 clusters Score: Raw -2131292.577942 + Penalty 3182.308237 = -2128110.269705 nChanged 34 SP:Iteration 125Q (9086.122234 sec): 3 clusters Score: Raw -2131302.036204 + Penalty 3182.308237 = -2128119.727968 nChanged 33 SP:Iteration 126Q (9086.157200 sec): 3 clusters Score: Raw -2131310.299027 + Penalty 3182.308237 = -2128127.990790 nChanged 37 SP:Iteration 127Q (9086.192202 sec): 3 clusters Score: Raw -2131320.274795 + Penalty 3182.308237 = -2128137.966559 nChanged 32 SP:Iteration 128Q (9086.227187 sec): 3 clusters Score: Raw -2131328.832305 + Penalty 3182.308237 = -2128146.524068 nChanged 36 SP:Iteration 129Q (9086.262040 sec): 3 clusters Score: Raw -2131337.723667 + Penalty 3182.308237 = -2128155.415431 nChanged 37 SP:Iteration 130Q (9086.296979 sec): 3 clusters Score: Raw -2131348.997248 + Penalty 3182.308237 = -2128166.689011 nChanged 44 SP:Iteration 131Q (9086.331840 sec): 3 clusters Score: Raw -2131360.722363 + Penalty 3182.308237 = -2128178.414127 nChanged 37 SP:Iteration 132Q (9086.366522 sec): 3 clusters Score: Raw -2131368.092489 + Penalty 3182.308237 = -2128185.784252 nChanged 33 SP:Iteration 133Q (9086.401226 sec): 3 clusters Score: Raw -2131375.522324 + Penalty 3182.308237 = -2128193.214088 nChanged 32 SP:Iteration 134Q (9086.435933 sec): 3 clusters Score: Raw -2131385.628487 + Penalty 3182.308237 = -2128203.320250 nChanged 30 SP:Iteration 135Q (9086.470509 sec): 3 clusters Score: Raw -2131394.369872 + Penalty 3182.308237 = -2128212.061635 nChanged 32 SP:Iteration 136Q (9086.505092 sec): 3 clusters Score: Raw -2131403.186456 + Penalty 3182.308237 = -2128220.878219 nChanged 37 SP:Iteration 137Q (9086.539656 sec): 3 clusters Score: Raw -2131412.699469 + Penalty 3182.308237 = -2128230.391233 nChanged 30 SP:Iteration 138Q (9086.574144 sec): 3 clusters Score: Raw -2131418.087828 + Penalty 3182.308237 = -2128235.779591 nChanged 24 SP:Iteration 139Q (9086.608862 sec): 3 clusters Score: Raw -2131422.488500 + Penalty 3182.308237 = -2128240.180264 nChanged 19 SP:Iteration 140F (9086.647904 sec): 3 clusters Score: Raw -2131426.417320 + Penalty 3182.308237 = -2128244.109083 nChanged 27 SP:Iteration 141Q (9086.682601 sec): 3 clusters Score: Raw -2131432.649553 + Penalty 3182.308237 = -2128250.341316 nChanged 24 SP:Iteration 142Q (9086.717026 sec): 3 clusters Score: Raw -2131439.052689 + Penalty 3182.308237 = -2128256.744452 nChanged 24 SP:Iteration 143Q (9086.751467 sec): 3 clusters Score: Raw -2131445.735056 + Penalty 3182.308237 = -2128263.426819 nChanged 20 SP:Iteration 144Q (9086.785816 sec): 3 clusters Score: Raw -2131451.066226 + Penalty 3182.308237 = -2128268.757989 nChanged 23 SP:Iteration 145Q (9086.820148 sec): 3 clusters Score: Raw -2131457.618095 + Penalty 3182.308237 = -2128275.309858 nChanged 22 SP:Iteration 146Q (9086.854418 sec): 3 clusters Score: Raw -2131463.149080 + Penalty 3182.308237 = -2128280.840843 nChanged 14 SP:Iteration 147Q (9086.888836 sec): 3 clusters Score: Raw -2131465.979653 + Penalty 3182.308237 = -2128283.671416 nChanged 10 SP:Iteration 148Q (9086.923125 sec): 3 clusters Score: Raw -2131468.364200 + Penalty 3182.308237 = -2128286.055963 nChanged 6 SP:Iteration 149Q (9086.957610 sec): 3 clusters Score: Raw -2131469.761649 + Penalty 3182.308237 = -2128287.453412 nChanged 8 SP:Iteration 150Q (9086.991933 sec): 3 clusters Score: Raw -2131471.461456 + Penalty 3182.308237 = -2128289.153219 nChanged 10 SP:Iteration 151Q (9087.026214 sec): 3 clusters Score: Raw -2131475.043598 + Penalty 3182.308237 = -2128292.735361 nChanged 18 SP:Iteration 152Q (9087.060443 sec): 3 clusters Score: Raw -2131478.438860 + Penalty 3182.308237 = -2128296.130623 nChanged 18 SP:Iteration 153Q (9087.094740 sec): 3 clusters Score: Raw -2131482.576774 + Penalty 3182.308237 = -2128300.268537 nChanged 10 SP:Iteration 154Q (9087.128953 sec): 3 clusters Score: Raw -2131485.042406 + Penalty 3182.308237 = -2128302.734170 nChanged 10 SP:Iteration 155Q (9087.163070 sec): 3 clusters Score: Raw -2131486.726083 + Penalty 3182.308237 = -2128304.417847 nChanged 8 SP:Iteration 156Q (9087.197310 sec): 3 clusters Score: Raw -2131488.002548 + Penalty 3182.308237 = -2128305.694311 nChanged 4 SP:Iteration 157Q (9087.231525 sec): 3 clusters Score: Raw -2131488.876254 + Penalty 3182.308237 = -2128306.568018 nChanged 3 SP:Iteration 158Q (9087.265802 sec): 3 clusters Score: Raw -2131489.804988 + Penalty 3182.308237 = -2128307.496751 nChanged 9 SP:Iteration 159Q (9087.300031 sec): 3 clusters Score: Raw -2131492.046258 + Penalty 3182.308237 = -2128309.738021 nChanged 14 SP:Iteration 160F (9087.339006 sec): 3 clusters Score: Raw -2131496.080678 + Penalty 3182.308237 = -2128313.772441 nChanged 14 SP:Iteration 161Q (9087.373587 sec): 3 clusters Score: Raw -2131498.993672 + Penalty 3182.308237 = -2128316.685436 nChanged 6 SP:Iteration 162Q (9087.407811 sec): 3 clusters Score: Raw -2131499.899238 + Penalty 3182.308237 = -2128317.591001 nChanged 6 SP:Iteration 163Q (9087.441873 sec): 3 clusters Score: Raw -2131501.177079 + Penalty 3182.308237 = -2128318.868842 nChanged 3 SP:Iteration 164Q (9087.475973 sec): 3 clusters Score: Raw -2131501.805502 + Penalty 3182.308237 = -2128319.497265 nChanged 5 SP:Iteration 165Q (9087.510078 sec): 3 clusters Score: Raw -2131502.878778 + Penalty 3182.308237 = -2128320.570541 nChanged 12 SP:Iteration 166Q (9087.544202 sec): 3 clusters Score: Raw -2131507.228542 + Penalty 3182.308237 = -2128324.920305 nChanged 15 SP:Iteration 167Q (9087.578447 sec): 3 clusters Score: Raw -2131511.866545 + Penalty 3182.308237 = -2128329.558309 nChanged 14 SP:Iteration 168Q (9087.612736 sec): 3 clusters Score: Raw -2131516.711000 + Penalty 3182.308237 = -2128334.402763 nChanged 15 SP:Iteration 169Q (9087.646844 sec): 3 clusters Score: Raw -2131519.660905 + Penalty 3182.308237 = -2128337.352668 nChanged 13 SP:Iteration 170Q (9087.680857 sec): 3 clusters Score: Raw -2131522.576198 + Penalty 3182.308237 = -2128340.267961 nChanged 7 SP:Iteration 171Q (9087.714851 sec): 3 clusters Score: Raw -2131524.339525 + Penalty 3182.308237 = -2128342.031289 nChanged 7 SP:Iteration 172Q (9087.748813 sec): 3 clusters Score: Raw -2131527.226662 + Penalty 3182.308237 = -2128344.918425 nChanged 7 SP:Iteration 173Q (9087.782806 sec): 3 clusters Score: Raw -2131530.060011 + Penalty 3182.308237 = -2128347.751774 nChanged 11 SP:Iteration 174Q (9087.818048 sec): 3 clusters Score: Raw -2131532.430643 + Penalty 3182.308237 = -2128350.122406 nChanged 12 SP:Iteration 175Q (9087.881548 sec): 3 clusters Score: Raw -2131534.979489 + Penalty 3182.308237 = -2128352.671252 nChanged 8 SP:Iteration 176Q (9087.926454 sec): 3 clusters Score: Raw -2131537.022694 + Penalty 3182.308237 = -2128354.714457 nChanged 7 SP:Iteration 177Q (9087.960576 sec): 3 clusters Score: Raw -2131538.784982 + Penalty 3182.308237 = -2128356.476745 nChanged 11 SP:Iteration 178Q (9087.994786 sec): 3 clusters Score: Raw -2131541.867238 + Penalty 3182.308237 = -2128359.559001 nChanged 5 SP:Iteration 179Q (9088.029039 sec): 3 clusters Score: Raw -2131543.318958 + Penalty 3182.308237 = -2128361.010721 nChanged 7 SP:Iteration 180F (9088.068231 sec): 3 clusters Score: Raw -2131545.243183 + Penalty 3182.308237 = -2128362.934946 nChanged 6 SP:Iteration 181Q (9088.102462 sec): 3 clusters Score: Raw -2131547.253295 + Penalty 3182.308237 = -2128364.945058 nChanged 8 SP:Iteration 182Q (9088.136441 sec): 3 clusters Score: Raw -2131549.221477 + Penalty 3182.308237 = -2128366.913240 nChanged 5 SP:Iteration 183Q (9088.170539 sec): 3 clusters Score: Raw -2131550.129535 + Penalty 3182.308237 = -2128367.821299 nChanged 6 SP:Iteration 184Q (9088.204443 sec): 3 clusters Score: Raw -2131551.695367 + Penalty 3182.308237 = -2128369.387131 nChanged 7 SP:Iteration 185Q (9088.238474 sec): 3 clusters Score: Raw -2131552.830934 + Penalty 3182.308237 = -2128370.522697 nChanged 5 SP:Iteration 186Q (9088.272662 sec): 3 clusters Score: Raw -2131553.617203 + Penalty 3182.308237 = -2128371.308966 nChanged 5 SP:Iteration 187Q (9088.306546 sec): 3 clusters Score: Raw -2131554.440071 + Penalty 3182.308237 = -2128372.131834 nChanged 3 SP:Iteration 188Q (9088.340513 sec): 3 clusters Score: Raw -2131554.756836 + Penalty 3182.308237 = -2128372.448599 nChanged 0 SP:Iteration 189F (9088.379689 sec): 3 clusters Score: Raw -2131554.756836 + Penalty 3182.308237 = -2128372.448599 nChanged 0 Trying to split cluster 33 (132887 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9088.540753 sec): 2 clusters Score: Raw -17846725.203735 + Penalty 1917.053844 = -17844808.149891 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9088.751334 sec): 3 clusters Score: Raw -17759446.556139 + Penalty 3834.107687 = -17755612.448452 nChanged 63912 SP:Iteration 1F (9088.958444 sec): 3 clusters Score: Raw -17798483.159330 + Penalty 3834.107687 = -17794649.051642 nChanged 5203 SP:Iteration 2Q (9089.181458 sec): 3 clusters Score: Raw -17800153.034431 + Penalty 3834.107687 = -17796318.926744 nChanged 5762 SP:Iteration 3Q (9089.403559 sec): 3 clusters Score: Raw -17802465.667676 + Penalty 3834.107687 = -17798631.559989 nChanged 6538 SP:Iteration 4Q (9089.625500 sec): 3 clusters Score: Raw -17805659.433309 + Penalty 3834.107687 = -17801825.325622 nChanged 7414 SP:Iteration 5F (9089.831746 sec): 3 clusters Score: Raw -17809923.388203 + Penalty 3834.107687 = -17806089.280516 nChanged 8182 SP:Iteration 6F (9090.038074 sec): 3 clusters Score: Raw -17815073.811220 + Penalty 3834.107687 = -17811239.703533 nChanged 8333 SP:Iteration 7F (9090.244554 sec): 3 clusters Score: Raw -17820337.067077 + Penalty 3834.107687 = -17816502.959390 nChanged 7446 SP:Iteration 8F (9090.450960 sec): 3 clusters Score: Raw -17824434.041124 + Penalty 3834.107687 = -17820599.933437 nChanged 5635 SP:Iteration 9Q (9090.668481 sec): 3 clusters Score: Raw -17826807.784826 + Penalty 3834.107687 = -17822973.677139 nChanged 3823 SP:Iteration 10Q (9090.883846 sec): 3 clusters Score: Raw -17828000.417904 + Penalty 3834.107687 = -17824166.310217 nChanged 2570 SP:Iteration 11Q (9091.097633 sec): 3 clusters Score: Raw -17828745.831982 + Penalty 3834.107687 = -17824911.724295 nChanged 2151 SP:Iteration 12Q (9091.310487 sec): 3 clusters Score: Raw -17829421.040689 + Penalty 3834.107687 = -17825586.933001 nChanged 2100 SP:Iteration 13Q (9091.522113 sec): 3 clusters Score: Raw -17830092.572912 + Penalty 3834.107687 = -17826258.465224 nChanged 2140 SP:Iteration 14Q (9091.732705 sec): 3 clusters Score: Raw -17830808.826743 + Penalty 3834.107687 = -17826974.719056 nChanged 2289 SP:Iteration 15Q (9091.942620 sec): 3 clusters Score: Raw -17831640.676830 + Penalty 3834.107687 = -17827806.569143 nChanged 2314 SP:Iteration 16Q (9092.152090 sec): 3 clusters Score: Raw -17832506.399036 + Penalty 3834.107687 = -17828672.291349 nChanged 2309 SP:Iteration 17Q (9092.360165 sec): 3 clusters Score: Raw -17833395.781889 + Penalty 3834.107687 = -17829561.674202 nChanged 2366 SP:Iteration 18Q (9092.566567 sec): 3 clusters Score: Raw -17834348.491065 + Penalty 3834.107687 = -17830514.383378 nChanged 2399 SP:Iteration 19Q (9092.772182 sec): 3 clusters Score: Raw -17835306.004522 + Penalty 3834.107687 = -17831471.896835 nChanged 2358 SP:Iteration 20F (9092.979130 sec): 3 clusters Score: Raw -17836225.242776 + Penalty 3834.107687 = -17832391.135089 nChanged 2299 SP:Iteration 21Q (9093.181971 sec): 3 clusters Score: Raw -17837114.626908 + Penalty 3834.107687 = -17833280.519221 nChanged 2230 SP:Iteration 22Q (9093.383278 sec): 3 clusters Score: Raw -17837977.695070 + Penalty 3834.107687 = -17834143.587383 nChanged 2145 SP:Iteration 23Q (9093.582512 sec): 3 clusters Score: Raw -17838802.561884 + Penalty 3834.107687 = -17834968.454196 nChanged 2070 SP:Iteration 24Q (9093.780075 sec): 3 clusters Score: Raw -17839582.325413 + Penalty 3834.107687 = -17835748.217726 nChanged 1967 SP:Iteration 25Q (9093.975868 sec): 3 clusters Score: Raw -17840353.083962 + Penalty 3834.107687 = -17836518.976275 nChanged 1960 SP:Iteration 26Q (9094.169668 sec): 3 clusters Score: Raw -17841150.364583 + Penalty 3834.107687 = -17837316.256896 nChanged 1766 SP:Iteration 27Q (9094.361994 sec): 3 clusters Score: Raw -17841869.474692 + Penalty 3834.107687 = -17838035.367005 nChanged 1677 SP:Iteration 28Q (9094.552551 sec): 3 clusters Score: Raw -17842548.432510 + Penalty 3834.107687 = -17838714.324823 nChanged 1481 SP:Iteration 29Q (9094.741561 sec): 3 clusters Score: Raw -17843136.164218 + Penalty 3834.107687 = -17839302.056531 nChanged 1410 SP:Iteration 30Q (9094.928697 sec): 3 clusters Score: Raw -17843714.408317 + Penalty 3834.107687 = -17839880.300630 nChanged 1219 SP:Iteration 31Q (9095.113956 sec): 3 clusters Score: Raw -17844199.705535 + Penalty 3834.107687 = -17840365.597847 nChanged 1053 SP:Iteration 32Q (9095.297422 sec): 3 clusters Score: Raw -17844602.481949 + Penalty 3834.107687 = -17840768.374262 nChanged 952 SP:Iteration 33Q (9095.480373 sec): 3 clusters Score: Raw -17844963.395255 + Penalty 3834.107687 = -17841129.287568 nChanged 787 SP:Iteration 34Q (9095.661135 sec): 3 clusters Score: Raw -17845257.374755 + Penalty 3834.107687 = -17841423.267068 nChanged 721 SP:Iteration 35Q (9095.840735 sec): 3 clusters Score: Raw -17845531.446925 + Penalty 3834.107687 = -17841697.339238 nChanged 639 SP:Iteration 36Q (9096.019072 sec): 3 clusters Score: Raw -17845782.401015 + Penalty 3834.107687 = -17841948.293328 nChanged 583 SP:Iteration 37Q (9096.196501 sec): 3 clusters Score: Raw -17846017.008908 + Penalty 3834.107687 = -17842182.901221 nChanged 518 SP:Iteration 38Q (9096.372828 sec): 3 clusters Score: Raw -17846233.763723 + Penalty 3834.107687 = -17842399.656036 nChanged 448 SP:Iteration 39Q (9096.548241 sec): 3 clusters Score: Raw -17846414.932796 + Penalty 3834.107687 = -17842580.825108 nChanged 364 SP:Iteration 40F (9096.752889 sec): 3 clusters Score: Raw -17846551.661893 + Penalty 3834.107687 = -17842717.554206 nChanged 322 SP:Iteration 41Q (9096.925211 sec): 3 clusters Score: Raw -17846665.272627 + Penalty 3834.107687 = -17842831.164940 nChanged 262 SP:Iteration 42Q (9097.096982 sec): 3 clusters Score: Raw -17846746.709954 + Penalty 3834.107687 = -17842912.602267 nChanged 204 SP:Iteration 43Q (9097.268684 sec): 3 clusters Score: Raw -17846806.350412 + Penalty 3834.107687 = -17842972.242725 nChanged 176 SP:Iteration 44Q (9097.439834 sec): 3 clusters Score: Raw -17846854.321852 + Penalty 3834.107687 = -17843020.214165 nChanged 158 SP:Iteration 45Q (9097.610403 sec): 3 clusters Score: Raw -17846896.256991 + Penalty 3834.107687 = -17843062.149304 nChanged 146 SP:Iteration 46Q (9097.780795 sec): 3 clusters Score: Raw -17846934.599450 + Penalty 3834.107687 = -17843100.491763 nChanged 117 SP:Iteration 47Q (9097.950982 sec): 3 clusters Score: Raw -17846964.034711 + Penalty 3834.107687 = -17843129.927024 nChanged 107 SP:Iteration 48Q (9098.121078 sec): 3 clusters Score: Raw -17846988.531465 + Penalty 3834.107687 = -17843154.423778 nChanged 93 SP:Iteration 49Q (9098.290810 sec): 3 clusters Score: Raw -17847011.216039 + Penalty 3834.107687 = -17843177.108351 nChanged 99 SP:Iteration 50Q (9098.479282 sec): 3 clusters Score: Raw -17847035.427322 + Penalty 3834.107687 = -17843201.319635 nChanged 90 SP:Iteration 51Q (9098.654533 sec): 3 clusters Score: Raw -17847060.365992 + Penalty 3834.107687 = -17843226.258305 nChanged 77 SP:Iteration 52Q (9098.823818 sec): 3 clusters Score: Raw -17847078.009416 + Penalty 3834.107687 = -17843243.901729 nChanged 66 SP:Iteration 53Q (9098.993436 sec): 3 clusters Score: Raw -17847092.465014 + Penalty 3834.107687 = -17843258.357327 nChanged 59 SP:Iteration 54Q (9099.162555 sec): 3 clusters Score: Raw -17847107.788916 + Penalty 3834.107687 = -17843273.681228 nChanged 75 SP:Iteration 55Q (9099.331635 sec): 3 clusters Score: Raw -17847129.140854 + Penalty 3834.107687 = -17843295.033167 nChanged 74 SP:Iteration 56Q (9099.500579 sec): 3 clusters Score: Raw -17847146.470555 + Penalty 3834.107687 = -17843312.362867 nChanged 44 SP:Iteration 57Q (9099.669387 sec): 3 clusters Score: Raw -17847156.562584 + Penalty 3834.107687 = -17843322.454897 nChanged 43 SP:Iteration 58Q (9099.838246 sec): 3 clusters Score: Raw -17847167.193238 + Penalty 3834.107687 = -17843333.085551 nChanged 34 SP:Iteration 59Q (9100.007066 sec): 3 clusters Score: Raw -17847177.321862 + Penalty 3834.107687 = -17843343.214175 nChanged 38 SP:Iteration 60F (9100.211495 sec): 3 clusters Score: Raw -17847185.862969 + Penalty 3834.107687 = -17843351.755282 nChanged 43 SP:Iteration 61Q (9100.380310 sec): 3 clusters Score: Raw -17847196.615827 + Penalty 3834.107687 = -17843362.508139 nChanged 38 SP:Iteration 62Q (9100.548932 sec): 3 clusters Score: Raw -17847204.184029 + Penalty 3834.107687 = -17843370.076341 nChanged 29 SP:Iteration 63Q (9100.717591 sec): 3 clusters Score: Raw -17847209.312922 + Penalty 3834.107687 = -17843375.205235 nChanged 16 SP:Iteration 64Q (9100.886157 sec): 3 clusters Score: Raw -17847212.902611 + Penalty 3834.107687 = -17843378.794924 nChanged 23 SP:Iteration 65Q (9101.054891 sec): 3 clusters Score: Raw -17847217.810265 + Penalty 3834.107687 = -17843383.702577 nChanged 17 SP:Iteration 66Q (9101.223562 sec): 3 clusters Score: Raw -17847220.687730 + Penalty 3834.107687 = -17843386.580042 nChanged 14 SP:Iteration 67Q (9101.392066 sec): 3 clusters Score: Raw -17847223.817665 + Penalty 3834.107687 = -17843389.709978 nChanged 23 SP:Iteration 68Q (9101.561670 sec): 3 clusters Score: Raw -17847228.714944 + Penalty 3834.107687 = -17843394.607257 nChanged 19 SP:Iteration 69Q (9101.730094 sec): 3 clusters Score: Raw -17847233.437866 + Penalty 3834.107687 = -17843399.330179 nChanged 27 SP:Iteration 70Q (9101.898491 sec): 3 clusters Score: Raw -17847239.203595 + Penalty 3834.107687 = -17843405.095908 nChanged 25 SP:Iteration 71Q (9102.066851 sec): 3 clusters Score: Raw -17847244.473336 + Penalty 3834.107687 = -17843410.365649 nChanged 18 SP:Iteration 72Q (9102.235103 sec): 3 clusters Score: Raw -17847248.545117 + Penalty 3834.107687 = -17843414.437430 nChanged 13 SP:Iteration 73Q (9102.403366 sec): 3 clusters Score: Raw -17847251.779311 + Penalty 3834.107687 = -17843417.671624 nChanged 12 SP:Iteration 74Q (9102.571520 sec): 3 clusters Score: Raw -17847254.220508 + Penalty 3834.107687 = -17843420.112821 nChanged 11 SP:Iteration 75Q (9102.739785 sec): 3 clusters Score: Raw -17847256.204507 + Penalty 3834.107687 = -17843422.096819 nChanged 6 SP:Iteration 76Q (9102.907983 sec): 3 clusters Score: Raw -17847257.311770 + Penalty 3834.107687 = -17843423.204083 nChanged 4 SP:Iteration 77Q (9103.076201 sec): 3 clusters Score: Raw -17847258.077185 + Penalty 3834.107687 = -17843423.969497 nChanged 5 SP:Iteration 78Q (9103.244384 sec): 3 clusters Score: Raw -17847258.849483 + Penalty 3834.107687 = -17843424.741795 nChanged 2 SP:Iteration 79Q (9103.412471 sec): 3 clusters Score: Raw -17847259.514399 + Penalty 3834.107687 = -17843425.406711 nChanged 4 SP:Iteration 80F (9103.616781 sec): 3 clusters Score: Raw -17847260.130027 + Penalty 3834.107687 = -17843426.022340 nChanged 3 SP:Iteration 81Q (9103.784941 sec): 3 clusters Score: Raw -17847260.913268 + Penalty 3834.107687 = -17843426.805581 nChanged 4 SP:Iteration 82Q (9103.955959 sec): 3 clusters Score: Raw -17847261.657151 + Penalty 3834.107687 = -17843427.549464 nChanged 4 SP:Iteration 83Q (9104.126229 sec): 3 clusters Score: Raw -17847262.617371 + Penalty 3834.107687 = -17843428.509684 nChanged 3 SP:Iteration 84Q (9104.295245 sec): 3 clusters Score: Raw -17847263.216598 + Penalty 3834.107687 = -17843429.108910 nChanged 1 SP:Iteration 85Q (9104.463591 sec): 3 clusters Score: Raw -17847263.486844 + Penalty 3834.107687 = -17843429.379157 nChanged 1 SP:Iteration 86Q (9104.632517 sec): 3 clusters Score: Raw -17847263.802959 + Penalty 3834.107687 = -17843429.695272 nChanged 0 SP:Iteration 87F (9104.836749 sec): 3 clusters Score: Raw -17847263.802959 + Penalty 3834.107687 = -17843429.695272 nChanged 0 Iteration 259Q (9111.909601 sec): 34 clusters Score: Raw -99968787.588008 + Penalty 72694.960115 = -99896092.627894 nChanged 84 Iteration 260F (9126.743411 sec): 34 clusters Score: Raw -99968789.741492 + Penalty 72694.960115 = -99896094.781377 nChanged 94 Iteration 261Q (9133.959175 sec): 34 clusters Score: Raw -99968792.091700 + Penalty 72694.960115 = -99896097.131585 nChanged 83 Iteration 262Q (9141.052073 sec): 34 clusters Score: Raw -99968794.190112 + Penalty 72694.960115 = -99896099.229997 nChanged 98 Iteration 263Q (9148.134288 sec): 34 clusters Score: Raw -99968796.619835 + Penalty 72694.960115 = -99896101.659721 nChanged 97 Iteration 264Q (9155.201979 sec): 34 clusters Score: Raw -99968799.200353 + Penalty 72694.960115 = -99896104.240238 nChanged 103 Iteration 265Q (9162.283182 sec): 34 clusters Score: Raw -99968802.020013 + Penalty 72694.960115 = -99896107.059898 nChanged 96 Iteration 266Q (9169.371441 sec): 34 clusters Score: Raw -99968805.263290 + Penalty 72694.960115 = -99896110.303175 nChanged 104 Iteration 267Q (9176.450521 sec): 34 clusters Score: Raw -99968807.882411 + Penalty 72694.960115 = -99896112.922296 nChanged 80 Iteration 268Q (9183.512682 sec): 34 clusters Score: Raw -99968810.113233 + Penalty 72694.960115 = -99896115.153119 nChanged 97 Iteration 269Q (9190.590070 sec): 34 clusters Score: Raw -99968812.884352 + Penalty 72694.960115 = -99896117.924238 nChanged 93 Iteration 270Q (9197.656592 sec): 34 clusters Score: Raw -99968815.181052 + Penalty 72694.960115 = -99896120.220937 nChanged 99 Iteration 271Q (9204.752536 sec): 34 clusters Score: Raw -99968817.563843 + Penalty 72694.960115 = -99896122.603728 nChanged 77 Iteration 272Q (9211.815468 sec): 34 clusters Score: Raw -99968819.484790 + Penalty 72694.960115 = -99896124.524676 nChanged 80 Iteration 273Q (9218.889988 sec): 34 clusters Score: Raw -99968821.414827 + Penalty 72694.960115 = -99896126.454713 nChanged 63 Iteration 274Q (9225.954116 sec): 34 clusters Score: Raw -99968823.143409 + Penalty 72694.960115 = -99896128.183294 nChanged 57 Iteration 275Q (9233.062406 sec): 34 clusters Score: Raw -99968824.640658 + Penalty 72694.960115 = -99896129.680543 nChanged 50 Iteration 276Q (9240.131900 sec): 34 clusters Score: Raw -99968825.789036 + Penalty 72694.960115 = -99896130.828921 nChanged 51 Iteration 277Q (9247.230922 sec): 34 clusters Score: Raw -99968826.675156 + Penalty 72694.960115 = -99896131.715041 nChanged 46 Iteration 278Q (9254.297282 sec): 34 clusters Score: Raw -99968827.481700 + Penalty 72694.960115 = -99896132.521586 nChanged 46 Iteration 279Q (9261.395441 sec): 34 clusters Score: Raw -99968828.445316 + Penalty 72694.960115 = -99896133.485202 nChanged 35 Iteration 280F (9276.212382 sec): 34 clusters Score: Raw -99968829.331868 + Penalty 72694.960115 = -99896134.371753 nChanged 49 Iteration 281Q (9283.290740 sec): 34 clusters Score: Raw -99968830.405515 + Penalty 72694.960115 = -99896135.445401 nChanged 41 Iteration 282Q (9290.357707 sec): 34 clusters Score: Raw -99968831.284577 + Penalty 72694.960115 = -99896136.324463 nChanged 42 Iteration 283Q (9297.436852 sec): 34 clusters Score: Raw -99968832.364037 + Penalty 72694.960115 = -99896137.403922 nChanged 43 Iteration 284Q (9304.601107 sec): 34 clusters Score: Raw -99968833.261825 + Penalty 72694.960115 = -99896138.301711 nChanged 45 Iteration 285Q (9311.681761 sec): 34 clusters Score: Raw -99968834.241471 + Penalty 72694.960115 = -99896139.281356 nChanged 38 Iteration 286Q (9318.745942 sec): 34 clusters Score: Raw -99968834.955364 + Penalty 72694.960115 = -99896139.995249 nChanged 30 Iteration 287Q (9325.835424 sec): 34 clusters Score: Raw -99968835.565259 + Penalty 72694.960115 = -99896140.605144 nChanged 36 Iteration 288Q (9332.943403 sec): 34 clusters Score: Raw -99968836.506323 + Penalty 72694.960115 = -99896141.546209 nChanged 29 Iteration 289Q (9340.024103 sec): 34 clusters Score: Raw -99968837.139520 + Penalty 72694.960115 = -99896142.179405 nChanged 31 Iteration 290Q (9347.087952 sec): 34 clusters Score: Raw -99968838.327730 + Penalty 72694.960115 = -99896143.367616 nChanged 44 Iteration 291Q (9354.171213 sec): 34 clusters Score: Raw -99968839.576345 + Penalty 72694.960115 = -99896144.616230 nChanged 51 Iteration 292Q (9361.238222 sec): 34 clusters Score: Raw -99968840.932222 + Penalty 72694.960115 = -99896145.972107 nChanged 53 Iteration 293Q (9368.315983 sec): 34 clusters Score: Raw -99968842.178193 + Penalty 72694.960115 = -99896147.218079 nChanged 55 Iteration 294Q (9375.383317 sec): 34 clusters Score: Raw -99968843.432301 + Penalty 72694.960115 = -99896148.472187 nChanged 53 Iteration 295Q (9382.463685 sec): 34 clusters Score: Raw -99968844.871139 + Penalty 72694.960115 = -99896149.911025 nChanged 55 Iteration 296Q (9389.528317 sec): 34 clusters Score: Raw -99968846.135910 + Penalty 72694.960115 = -99896151.175795 nChanged 50 Iteration 297Q (9396.703114 sec): 34 clusters Score: Raw -99968847.325320 + Penalty 72694.960115 = -99896152.365205 nChanged 54 Iteration 298Q (9403.791398 sec): 34 clusters Score: Raw -99968849.349244 + Penalty 72694.960115 = -99896154.389129 nChanged 42 Writing temp clu file Because OldScore, -99896152.365205, is greater than current (better) Score,-99896154.389129 Compute initial score before splitting: Score: Raw -99968849.349244 + Penalty 72694.960115 = -99896154.389129 Trying to split cluster 1 (4661 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9403.950707 sec): 2 clusters Score: Raw -620258.280144 + Penalty 1372.635111 = -618885.645033 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9403.971552 sec): 3 clusters Score: Raw -617865.388247 + Penalty 2745.270221 = -615120.118026 nChanged 1902 SP:Iteration 1F (9403.991733 sec): 3 clusters Score: Raw -618912.797598 + Penalty 2745.270221 = -616167.527376 nChanged 318 SP:Iteration 2F (9404.012178 sec): 3 clusters Score: Raw -619077.717552 + Penalty 2745.270221 = -616332.447331 nChanged 234 SP:Iteration 3F (9404.032730 sec): 3 clusters Score: Raw -619181.174304 + Penalty 2745.270221 = -616435.904083 nChanged 166 SP:Iteration 4Q (9404.053134 sec): 3 clusters Score: Raw -619244.755318 + Penalty 2745.270221 = -616499.485097 nChanged 138 SP:Iteration 5Q (9404.073715 sec): 3 clusters Score: Raw -619308.734020 + Penalty 2745.270221 = -616563.463798 nChanged 129 SP:Iteration 6Q (9404.094184 sec): 3 clusters Score: Raw -619377.986928 + Penalty 2745.270221 = -616632.716706 nChanged 134 SP:Iteration 7Q (9404.114543 sec): 3 clusters Score: Raw -619439.953113 + Penalty 2745.270221 = -616694.682892 nChanged 109 SP:Iteration 8Q (9404.134772 sec): 3 clusters Score: Raw -619490.333241 + Penalty 2745.270221 = -616745.063020 nChanged 111 SP:Iteration 9Q (9404.155338 sec): 3 clusters Score: Raw -619548.644275 + Penalty 2745.270221 = -616803.374054 nChanged 110 SP:Iteration 10Q (9404.175750 sec): 3 clusters Score: Raw -619601.592652 + Penalty 2745.270221 = -616856.322430 nChanged 108 SP:Iteration 11Q (9404.195973 sec): 3 clusters Score: Raw -619654.702446 + Penalty 2745.270221 = -616909.432225 nChanged 110 SP:Iteration 12Q (9404.216491 sec): 3 clusters Score: Raw -619709.161689 + Penalty 2745.270221 = -616963.891468 nChanged 101 SP:Iteration 13Q (9404.236764 sec): 3 clusters Score: Raw -619763.037234 + Penalty 2745.270221 = -617017.767012 nChanged 120 SP:Iteration 14Q (9404.257174 sec): 3 clusters Score: Raw -619829.370743 + Penalty 2745.270221 = -617084.100522 nChanged 132 SP:Iteration 15Q (9404.277574 sec): 3 clusters Score: Raw -619909.180074 + Penalty 2745.270221 = -617163.909853 nChanged 128 SP:Iteration 16Q (9404.297958 sec): 3 clusters Score: Raw -619988.871005 + Penalty 2745.270221 = -617243.600784 nChanged 111 SP:Iteration 17Q (9404.318201 sec): 3 clusters Score: Raw -620061.736154 + Penalty 2745.270221 = -617316.465933 nChanged 89 SP:Iteration 18Q (9404.338466 sec): 3 clusters Score: Raw -620114.694191 + Penalty 2745.270221 = -617369.423969 nChanged 70 SP:Iteration 19Q (9404.358703 sec): 3 clusters Score: Raw -620153.348175 + Penalty 2745.270221 = -617408.077953 nChanged 56 SP:Iteration 20F (9404.378952 sec): 3 clusters Score: Raw -620190.020513 + Penalty 2745.270221 = -617444.750292 nChanged 59 SP:Iteration 21Q (9404.398869 sec): 3 clusters Score: Raw -620220.176213 + Penalty 2745.270221 = -617474.905992 nChanged 44 SP:Iteration 22Q (9404.418886 sec): 3 clusters Score: Raw -620248.095615 + Penalty 2745.270221 = -617502.825394 nChanged 34 SP:Iteration 23Q (9404.438981 sec): 3 clusters Score: Raw -620273.535684 + Penalty 2745.270221 = -617528.265463 nChanged 38 SP:Iteration 24Q (9404.458918 sec): 3 clusters Score: Raw -620298.094861 + Penalty 2745.270221 = -617552.824640 nChanged 35 SP:Iteration 25Q (9404.478777 sec): 3 clusters Score: Raw -620320.195337 + Penalty 2745.270221 = -617574.925115 nChanged 35 SP:Iteration 26Q (9404.498709 sec): 3 clusters Score: Raw -620340.265607 + Penalty 2745.270221 = -617594.995385 nChanged 27 SP:Iteration 27Q (9404.518512 sec): 3 clusters Score: Raw -620357.348494 + Penalty 2745.270221 = -617612.078273 nChanged 21 SP:Iteration 28Q (9404.538232 sec): 3 clusters Score: Raw -620371.888396 + Penalty 2745.270221 = -617626.618175 nChanged 23 SP:Iteration 29Q (9404.557731 sec): 3 clusters Score: Raw -620384.986634 + Penalty 2745.270221 = -617639.716413 nChanged 13 SP:Iteration 30Q (9404.577339 sec): 3 clusters Score: Raw -620391.075671 + Penalty 2745.270221 = -617645.805449 nChanged 16 SP:Iteration 31Q (9404.596968 sec): 3 clusters Score: Raw -620402.392522 + Penalty 2745.270221 = -617657.122300 nChanged 16 SP:Iteration 32Q (9404.616322 sec): 3 clusters Score: Raw -620411.179806 + Penalty 2745.270221 = -617665.909584 nChanged 14 SP:Iteration 33Q (9404.635943 sec): 3 clusters Score: Raw -620423.823791 + Penalty 2745.270221 = -617678.553570 nChanged 14 SP:Iteration 34Q (9404.655487 sec): 3 clusters Score: Raw -620436.227724 + Penalty 2745.270221 = -617690.957503 nChanged 9 SP:Iteration 35Q (9404.675014 sec): 3 clusters Score: Raw -620442.104754 + Penalty 2745.270221 = -617696.834533 nChanged 5 SP:Iteration 36Q (9404.694307 sec): 3 clusters Score: Raw -620445.653750 + Penalty 2745.270221 = -617700.383529 nChanged 5 SP:Iteration 37Q (9404.713828 sec): 3 clusters Score: Raw -620449.083236 + Penalty 2745.270221 = -617703.813015 nChanged 7 SP:Iteration 38Q (9404.733217 sec): 3 clusters Score: Raw -620454.482303 + Penalty 2745.270221 = -617709.212082 nChanged 10 SP:Iteration 39Q (9404.752687 sec): 3 clusters Score: Raw -620462.955583 + Penalty 2745.270221 = -617717.685361 nChanged 5 SP:Iteration 40F (9404.773221 sec): 3 clusters Score: Raw -620466.289953 + Penalty 2745.270221 = -617721.019732 nChanged 7 SP:Iteration 41Q (9404.792556 sec): 3 clusters Score: Raw -620471.242594 + Penalty 2745.270221 = -617725.972373 nChanged 3 SP:Iteration 42Q (9404.811623 sec): 3 clusters Score: Raw -620472.814413 + Penalty 2745.270221 = -617727.544191 nChanged 1 SP:Iteration 43Q (9404.830993 sec): 3 clusters Score: Raw -620473.753788 + Penalty 2745.270221 = -617728.483567 nChanged 1 SP:Iteration 44Q (9404.850507 sec): 3 clusters Score: Raw -620474.609799 + Penalty 2745.270221 = -617729.339578 nChanged 1 SP:Iteration 45Q (9404.869995 sec): 3 clusters Score: Raw -620475.161118 + Penalty 2745.270221 = -617729.890896 nChanged 1 SP:Iteration 46Q (9404.889352 sec): 3 clusters Score: Raw -620476.805787 + Penalty 2745.270221 = -617731.535566 nChanged 2 SP:Iteration 47Q (9404.908749 sec): 3 clusters Score: Raw -620478.191268 + Penalty 2745.270221 = -617732.921047 nChanged 1 SP:Iteration 48Q (9404.928036 sec): 3 clusters Score: Raw -620478.453382 + Penalty 2745.270221 = -617733.183160 nChanged 0 SP:Iteration 49F (9404.948452 sec): 3 clusters Score: Raw -620478.453382 + Penalty 2745.270221 = -617733.183160 nChanged 0 Trying to split cluster 2 (7313 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9404.969852 sec): 2 clusters Score: Raw -935947.907088 + Penalty 1445.828941 = -934502.078147 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9404.994351 sec): 3 clusters Score: Raw -931955.000048 + Penalty 2891.657881 = -929063.342166 nChanged 3052 SP:Iteration 1F (9405.018183 sec): 3 clusters Score: Raw -933579.370390 + Penalty 2891.657881 = -930687.712508 nChanged 524 SP:Iteration 2F (9405.042277 sec): 3 clusters Score: Raw -933829.425180 + Penalty 2891.657881 = -930937.767299 nChanged 411 SP:Iteration 3F (9405.066350 sec): 3 clusters Score: Raw -934050.385057 + Penalty 2891.657881 = -931158.727176 nChanged 388 SP:Iteration 4F (9405.090388 sec): 3 clusters Score: Raw -934257.061014 + Penalty 2891.657881 = -931365.403133 nChanged 350 SP:Iteration 5Q (9405.114579 sec): 3 clusters Score: Raw -934443.898806 + Penalty 2891.657881 = -931552.240925 nChanged 319 SP:Iteration 6Q (9405.138764 sec): 3 clusters Score: Raw -934642.242025 + Penalty 2891.657881 = -931750.584144 nChanged 330 SP:Iteration 7Q (9405.194587 sec): 3 clusters Score: Raw -934875.740523 + Penalty 2891.657881 = -931984.082641 nChanged 332 SP:Iteration 8Q (9405.219081 sec): 3 clusters Score: Raw -935134.916018 + Penalty 2891.657881 = -932243.258137 nChanged 310 SP:Iteration 9Q (9405.243467 sec): 3 clusters Score: Raw -935399.326265 + Penalty 2891.657881 = -932507.668384 nChanged 251 SP:Iteration 10Q (9405.267644 sec): 3 clusters Score: Raw -935611.711761 + Penalty 2891.657881 = -932720.053880 nChanged 220 SP:Iteration 11Q (9405.291371 sec): 3 clusters Score: Raw -935796.008869 + Penalty 2891.657881 = -932904.350988 nChanged 166 SP:Iteration 12Q (9405.314519 sec): 3 clusters Score: Raw -935959.853012 + Penalty 2891.657881 = -933068.195130 nChanged 134 SP:Iteration 13Q (9405.337275 sec): 3 clusters Score: Raw -936076.721376 + Penalty 2891.657881 = -933185.063494 nChanged 98 SP:Iteration 14Q (9405.359945 sec): 3 clusters Score: Raw -936160.859444 + Penalty 2891.657881 = -933269.201563 nChanged 69 SP:Iteration 15Q (9405.382267 sec): 3 clusters Score: Raw -936215.009581 + Penalty 2891.657881 = -933323.351700 nChanged 51 SP:Iteration 16Q (9405.404830 sec): 3 clusters Score: Raw -936248.999838 + Penalty 2891.657881 = -933357.341956 nChanged 45 SP:Iteration 17Q (9405.427131 sec): 3 clusters Score: Raw -936280.587844 + Penalty 2891.657881 = -933388.929963 nChanged 40 SP:Iteration 18Q (9405.449232 sec): 3 clusters Score: Raw -936301.568565 + Penalty 2891.657881 = -933409.910683 nChanged 29 SP:Iteration 19Q (9405.471150 sec): 3 clusters Score: Raw -936322.529824 + Penalty 2891.657881 = -933430.871943 nChanged 29 SP:Iteration 20F (9405.495193 sec): 3 clusters Score: Raw -936341.287091 + Penalty 2891.657881 = -933449.629210 nChanged 25 SP:Iteration 21Q (9405.517089 sec): 3 clusters Score: Raw -936359.794010 + Penalty 2891.657881 = -933468.136129 nChanged 29 SP:Iteration 22Q (9405.539108 sec): 3 clusters Score: Raw -936381.170238 + Penalty 2891.657881 = -933489.512357 nChanged 26 SP:Iteration 23Q (9405.560982 sec): 3 clusters Score: Raw -936398.596766 + Penalty 2891.657881 = -933506.938885 nChanged 21 SP:Iteration 24Q (9405.582698 sec): 3 clusters Score: Raw -936412.354875 + Penalty 2891.657881 = -933520.696994 nChanged 21 SP:Iteration 25Q (9405.604636 sec): 3 clusters Score: Raw -936424.834275 + Penalty 2891.657881 = -933533.176394 nChanged 19 SP:Iteration 26Q (9405.626327 sec): 3 clusters Score: Raw -936437.863755 + Penalty 2891.657881 = -933546.205874 nChanged 14 SP:Iteration 27Q (9405.648054 sec): 3 clusters Score: Raw -936444.274415 + Penalty 2891.657881 = -933552.616534 nChanged 8 SP:Iteration 28Q (9405.669914 sec): 3 clusters Score: Raw -936449.552644 + Penalty 2891.657881 = -933557.894763 nChanged 8 SP:Iteration 29Q (9405.691728 sec): 3 clusters Score: Raw -936454.816256 + Penalty 2891.657881 = -933563.158375 nChanged 6 SP:Iteration 30Q (9405.713322 sec): 3 clusters Score: Raw -936456.721323 + Penalty 2891.657881 = -933565.063442 nChanged 4 SP:Iteration 31Q (9405.735133 sec): 3 clusters Score: Raw -936458.447576 + Penalty 2891.657881 = -933566.789695 nChanged 5 SP:Iteration 32Q (9405.756827 sec): 3 clusters Score: Raw -936459.627316 + Penalty 2891.657881 = -933567.969434 nChanged 5 SP:Iteration 33Q (9405.778431 sec): 3 clusters Score: Raw -936462.043469 + Penalty 2891.657881 = -933570.385588 nChanged 7 SP:Iteration 34Q (9405.800265 sec): 3 clusters Score: Raw -936465.584619 + Penalty 2891.657881 = -933573.926738 nChanged 8 SP:Iteration 35Q (9405.821834 sec): 3 clusters Score: Raw -936470.436310 + Penalty 2891.657881 = -933578.778429 nChanged 14 SP:Iteration 36Q (9405.843469 sec): 3 clusters Score: Raw -936480.389763 + Penalty 2891.657881 = -933588.731882 nChanged 18 SP:Iteration 37Q (9405.865366 sec): 3 clusters Score: Raw -936489.101087 + Penalty 2891.657881 = -933597.443206 nChanged 13 SP:Iteration 38Q (9405.887102 sec): 3 clusters Score: Raw -936497.160695 + Penalty 2891.657881 = -933605.502814 nChanged 11 SP:Iteration 39Q (9405.908938 sec): 3 clusters Score: Raw -936502.483612 + Penalty 2891.657881 = -933610.825731 nChanged 7 SP:Iteration 40F (9405.933118 sec): 3 clusters Score: Raw -936505.113222 + Penalty 2891.657881 = -933613.455341 nChanged 3 SP:Iteration 41Q (9405.954885 sec): 3 clusters Score: Raw -936505.720115 + Penalty 2891.657881 = -933614.062234 nChanged 3 SP:Iteration 42Q (9405.976563 sec): 3 clusters Score: Raw -936506.447498 + Penalty 2891.657881 = -933614.789617 nChanged 5 SP:Iteration 43Q (9405.998418 sec): 3 clusters Score: Raw -936507.857034 + Penalty 2891.657881 = -933616.199153 nChanged 6 SP:Iteration 44Q (9406.020129 sec): 3 clusters Score: Raw -936510.970173 + Penalty 2891.657881 = -933619.312292 nChanged 7 SP:Iteration 45Q (9406.041891 sec): 3 clusters Score: Raw -936515.944563 + Penalty 2891.657881 = -933624.286681 nChanged 8 SP:Iteration 46Q (9406.063654 sec): 3 clusters Score: Raw -936520.751280 + Penalty 2891.657881 = -933629.093399 nChanged 9 SP:Iteration 47Q (9406.085374 sec): 3 clusters Score: Raw -936526.393429 + Penalty 2891.657881 = -933634.735547 nChanged 13 SP:Iteration 48Q (9406.107289 sec): 3 clusters Score: Raw -936536.519261 + Penalty 2891.657881 = -933644.861380 nChanged 10 SP:Iteration 49Q (9406.129340 sec): 3 clusters Score: Raw -936541.134842 + Penalty 2891.657881 = -933649.476961 nChanged 10 SP:Iteration 50Q (9406.150925 sec): 3 clusters Score: Raw -936544.864356 + Penalty 2891.657881 = -933653.206474 nChanged 9 SP:Iteration 51Q (9406.172645 sec): 3 clusters Score: Raw -936550.019217 + Penalty 2891.657881 = -933658.361335 nChanged 8 SP:Iteration 52Q (9406.194212 sec): 3 clusters Score: Raw -936554.446788 + Penalty 2891.657881 = -933662.788907 nChanged 9 SP:Iteration 53Q (9406.216038 sec): 3 clusters Score: Raw -936558.605567 + Penalty 2891.657881 = -933666.947686 nChanged 6 SP:Iteration 54Q (9406.237810 sec): 3 clusters Score: Raw -936562.271749 + Penalty 2891.657881 = -933670.613868 nChanged 8 SP:Iteration 55Q (9406.259396 sec): 3 clusters Score: Raw -936566.528546 + Penalty 2891.657881 = -933674.870665 nChanged 4 SP:Iteration 56Q (9406.281014 sec): 3 clusters Score: Raw -936567.991923 + Penalty 2891.657881 = -933676.334042 nChanged 4 SP:Iteration 57Q (9406.302944 sec): 3 clusters Score: Raw -936569.851970 + Penalty 2891.657881 = -933678.194089 nChanged 3 SP:Iteration 58Q (9406.324630 sec): 3 clusters Score: Raw -936570.469403 + Penalty 2891.657881 = -933678.811522 nChanged 0 SP:Iteration 59F (9406.348669 sec): 3 clusters Score: Raw -936570.469403 + Penalty 2891.657881 = -933678.811522 nChanged 0 Trying to split cluster 3 (11096 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9406.373450 sec): 2 clusters Score: Raw -1504431.955540 + Penalty 1513.580244 = -1502918.375297 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9406.403221 sec): 3 clusters Score: Raw -1498011.904381 + Penalty 3027.160488 = -1494984.743893 nChanged 4897 SP:Iteration 1F (9406.432121 sec): 3 clusters Score: Raw -1500804.941961 + Penalty 3027.160488 = -1497777.781474 nChanged 746 SP:Iteration 2F (9406.460831 sec): 3 clusters Score: Raw -1501198.293626 + Penalty 3027.160488 = -1498171.133138 nChanged 716 SP:Iteration 3F (9406.489587 sec): 3 clusters Score: Raw -1501602.983221 + Penalty 3027.160488 = -1498575.822733 nChanged 699 SP:Iteration 4F (9406.518486 sec): 3 clusters Score: Raw -1502098.771562 + Penalty 3027.160488 = -1499071.611074 nChanged 735 SP:Iteration 5F (9406.547197 sec): 3 clusters Score: Raw -1502687.364315 + Penalty 3027.160488 = -1499660.203827 nChanged 699 SP:Iteration 6F (9406.575826 sec): 3 clusters Score: Raw -1503314.160536 + Penalty 3027.160488 = -1500287.000048 nChanged 567 SP:Iteration 7F (9406.604805 sec): 3 clusters Score: Raw -1503804.503071 + Penalty 3027.160488 = -1500777.342583 nChanged 417 SP:Iteration 8Q (9406.633476 sec): 3 clusters Score: Raw -1504131.973785 + Penalty 3027.160488 = -1501104.813297 nChanged 267 SP:Iteration 9Q (9406.661551 sec): 3 clusters Score: Raw -1504312.682398 + Penalty 3027.160488 = -1501285.521911 nChanged 192 SP:Iteration 10Q (9406.689376 sec): 3 clusters Score: Raw -1504427.649716 + Penalty 3027.160488 = -1501400.489229 nChanged 139 SP:Iteration 11Q (9406.716546 sec): 3 clusters Score: Raw -1504503.896532 + Penalty 3027.160488 = -1501476.736044 nChanged 115 SP:Iteration 12Q (9406.743614 sec): 3 clusters Score: Raw -1504566.624773 + Penalty 3027.160488 = -1501539.464285 nChanged 97 SP:Iteration 13Q (9406.770395 sec): 3 clusters Score: Raw -1504606.174013 + Penalty 3027.160488 = -1501579.013525 nChanged 70 SP:Iteration 14Q (9406.797078 sec): 3 clusters Score: Raw -1504629.286483 + Penalty 3027.160488 = -1501602.125995 nChanged 50 SP:Iteration 15Q (9406.823617 sec): 3 clusters Score: Raw -1504647.267214 + Penalty 3027.160488 = -1501620.106727 nChanged 40 SP:Iteration 16Q (9406.850108 sec): 3 clusters Score: Raw -1504659.137154 + Penalty 3027.160488 = -1501631.976666 nChanged 31 SP:Iteration 17Q (9406.876881 sec): 3 clusters Score: Raw -1504669.424161 + Penalty 3027.160488 = -1501642.263673 nChanged 25 SP:Iteration 18Q (9406.903492 sec): 3 clusters Score: Raw -1504677.660595 + Penalty 3027.160488 = -1501650.500107 nChanged 29 SP:Iteration 19Q (9406.930073 sec): 3 clusters Score: Raw -1504684.967234 + Penalty 3027.160488 = -1501657.806746 nChanged 22 SP:Iteration 20F (9406.958808 sec): 3 clusters Score: Raw -1504690.606482 + Penalty 3027.160488 = -1501663.445994 nChanged 20 SP:Iteration 21Q (9406.985337 sec): 3 clusters Score: Raw -1504695.166430 + Penalty 3027.160488 = -1501668.005942 nChanged 12 SP:Iteration 22Q (9407.011658 sec): 3 clusters Score: Raw -1504698.272335 + Penalty 3027.160488 = -1501671.111848 nChanged 18 SP:Iteration 23Q (9407.037966 sec): 3 clusters Score: Raw -1504702.692594 + Penalty 3027.160488 = -1501675.532107 nChanged 15 SP:Iteration 24Q (9407.064450 sec): 3 clusters Score: Raw -1504706.031179 + Penalty 3027.160488 = -1501678.870692 nChanged 4 SP:Iteration 25Q (9407.090625 sec): 3 clusters Score: Raw -1504706.561623 + Penalty 3027.160488 = -1501679.401135 nChanged 2 SP:Iteration 26Q (9407.116795 sec): 3 clusters Score: Raw -1504707.166470 + Penalty 3027.160488 = -1501680.005982 nChanged 4 SP:Iteration 27Q (9407.142915 sec): 3 clusters Score: Raw -1504708.250933 + Penalty 3027.160488 = -1501681.090446 nChanged 1 SP:Iteration 28Q (9407.169466 sec): 3 clusters Score: Raw -1504708.484281 + Penalty 3027.160488 = -1501681.323794 nChanged 1 SP:Iteration 29Q (9407.195592 sec): 3 clusters Score: Raw -1504708.613775 + Penalty 3027.160488 = -1501681.453288 nChanged 0 SP:Iteration 30F (9407.224353 sec): 3 clusters Score: Raw -1504708.613775 + Penalty 3027.160488 = -1501681.453288 nChanged 0 Trying to split cluster 4 (244885 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9407.497055 sec): 2 clusters Score: Raw -32775765.791629 + Penalty 2016.388399 = -32773749.403230 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9407.870520 sec): 3 clusters Score: Raw -32612343.245013 + Penalty 4032.776797 = -32608310.468215 nChanged 119312 SP:Iteration 1F (9408.238798 sec): 3 clusters Score: Raw -32683381.447561 + Penalty 4032.776797 = -32679348.670764 nChanged 8080 SP:Iteration 2Q (9408.630126 sec): 3 clusters Score: Raw -32685450.205904 + Penalty 4032.776797 = -32681417.429107 nChanged 8756 SP:Iteration 3Q (9409.032334 sec): 3 clusters Score: Raw -32688279.309408 + Penalty 4032.776797 = -32684246.532611 nChanged 10156 SP:Iteration 4Q (9409.431406 sec): 3 clusters Score: Raw -32692195.196633 + Penalty 4032.776797 = -32688162.419836 nChanged 11987 SP:Iteration 5Q (9409.829012 sec): 3 clusters Score: Raw -32697733.075090 + Penalty 4032.776797 = -32693700.298293 nChanged 13750 SP:Iteration 6F (9410.197737 sec): 3 clusters Score: Raw -32705369.159829 + Penalty 4032.776797 = -32701336.383032 nChanged 15309 SP:Iteration 7F (9410.566419 sec): 3 clusters Score: Raw -32714949.471708 + Penalty 4032.776797 = -32710916.694911 nChanged 15563 SP:Iteration 8F (9410.934833 sec): 3 clusters Score: Raw -32725186.540952 + Penalty 4032.776797 = -32721153.764154 nChanged 14226 SP:Iteration 9F (9411.303769 sec): 3 clusters Score: Raw -32733706.452394 + Penalty 4032.776797 = -32729673.675597 nChanged 11619 SP:Iteration 10Q (9411.695137 sec): 3 clusters Score: Raw -32739544.070822 + Penalty 4032.776797 = -32735511.294025 nChanged 9193 SP:Iteration 11Q (9412.082284 sec): 3 clusters Score: Raw -32743437.274750 + Penalty 4032.776797 = -32739404.497953 nChanged 7121 SP:Iteration 12Q (9412.464886 sec): 3 clusters Score: Raw -32746036.113302 + Penalty 4032.776797 = -32742003.336505 nChanged 5914 SP:Iteration 13Q (9412.844547 sec): 3 clusters Score: Raw -32748046.155396 + Penalty 4032.776797 = -32744013.378599 nChanged 5191 SP:Iteration 14Q (9413.219568 sec): 3 clusters Score: Raw -32749789.239214 + Penalty 4032.776797 = -32745756.462416 nChanged 4891 SP:Iteration 15Q (9413.591209 sec): 3 clusters Score: Raw -32751384.141493 + Penalty 4032.776797 = -32747351.364696 nChanged 4740 SP:Iteration 16Q (9413.959605 sec): 3 clusters Score: Raw -32752959.926179 + Penalty 4032.776797 = -32748927.149382 nChanged 4822 SP:Iteration 17Q (9414.324984 sec): 3 clusters Score: Raw -32754620.778164 + Penalty 4032.776797 = -32750588.001367 nChanged 5000 SP:Iteration 18Q (9414.687041 sec): 3 clusters Score: Raw -32756475.204382 + Penalty 4032.776797 = -32752442.427584 nChanged 5204 SP:Iteration 19Q (9415.045324 sec): 3 clusters Score: Raw -32758589.498073 + Penalty 4032.776797 = -32754556.721276 nChanged 5242 SP:Iteration 20F (9415.414545 sec): 3 clusters Score: Raw -32760908.879813 + Penalty 4032.776797 = -32756876.103016 nChanged 5189 SP:Iteration 21Q (9415.764732 sec): 3 clusters Score: Raw -32763408.228361 + Penalty 4032.776797 = -32759375.451564 nChanged 5184 SP:Iteration 22Q (9416.111594 sec): 3 clusters Score: Raw -32765983.266131 + Penalty 4032.776797 = -32761950.489333 nChanged 4837 SP:Iteration 23Q (9416.453911 sec): 3 clusters Score: Raw -32768405.150682 + Penalty 4032.776797 = -32764372.373885 nChanged 4409 SP:Iteration 24Q (9416.793148 sec): 3 clusters Score: Raw -32770598.163810 + Penalty 4032.776797 = -32766565.387013 nChanged 3861 SP:Iteration 25Q (9417.128940 sec): 3 clusters Score: Raw -32772401.748091 + Penalty 4032.776797 = -32768368.971294 nChanged 3170 SP:Iteration 26Q (9417.460724 sec): 3 clusters Score: Raw -32773722.988073 + Penalty 4032.776797 = -32769690.211276 nChanged 2584 SP:Iteration 27Q (9417.789229 sec): 3 clusters Score: Raw -32774724.872474 + Penalty 4032.776797 = -32770692.095677 nChanged 2104 SP:Iteration 28Q (9418.114919 sec): 3 clusters Score: Raw -32775453.084051 + Penalty 4032.776797 = -32771420.307254 nChanged 1669 SP:Iteration 29Q (9418.438220 sec): 3 clusters Score: Raw -32775977.512588 + Penalty 4032.776797 = -32771944.735790 nChanged 1319 SP:Iteration 30Q (9418.759228 sec): 3 clusters Score: Raw -32776360.880236 + Penalty 4032.776797 = -32772328.103438 nChanged 1074 SP:Iteration 31Q (9419.078750 sec): 3 clusters Score: Raw -32776635.863074 + Penalty 4032.776797 = -32772603.086277 nChanged 880 SP:Iteration 32Q (9419.396607 sec): 3 clusters Score: Raw -32776842.073487 + Penalty 4032.776797 = -32772809.296690 nChanged 701 SP:Iteration 33Q (9419.713023 sec): 3 clusters Score: Raw -32776994.899016 + Penalty 4032.776797 = -32772962.122219 nChanged 574 SP:Iteration 34Q (9420.028488 sec): 3 clusters Score: Raw -32777105.321787 + Penalty 4032.776797 = -32773072.544990 nChanged 433 SP:Iteration 35Q (9420.343235 sec): 3 clusters Score: Raw -32777179.387934 + Penalty 4032.776797 = -32773146.611137 nChanged 349 SP:Iteration 36Q (9420.653720 sec): 3 clusters Score: Raw -32777235.243869 + Penalty 4032.776797 = -32773202.467071 nChanged 297 SP:Iteration 37Q (9420.963724 sec): 3 clusters Score: Raw -32777283.866669 + Penalty 4032.776797 = -32773251.089872 nChanged 291 SP:Iteration 38Q (9421.273170 sec): 3 clusters Score: Raw -32777331.553244 + Penalty 4032.776797 = -32773298.776447 nChanged 244 SP:Iteration 39Q (9421.582138 sec): 3 clusters Score: Raw -32777365.687242 + Penalty 4032.776797 = -32773332.910444 nChanged 184 SP:Iteration 40F (9421.947262 sec): 3 clusters Score: Raw -32777387.608000 + Penalty 4032.776797 = -32773354.831203 nChanged 149 SP:Iteration 41Q (9422.257775 sec): 3 clusters Score: Raw -32777406.728511 + Penalty 4032.776797 = -32773373.951713 nChanged 141 SP:Iteration 42Q (9422.567440 sec): 3 clusters Score: Raw -32777425.324792 + Penalty 4032.776797 = -32773392.547994 nChanged 132 SP:Iteration 43Q (9422.875046 sec): 3 clusters Score: Raw -32777440.125133 + Penalty 4032.776797 = -32773407.348336 nChanged 114 SP:Iteration 44Q (9423.182778 sec): 3 clusters Score: Raw -32777452.317668 + Penalty 4032.776797 = -32773419.540871 nChanged 111 SP:Iteration 45Q (9423.490396 sec): 3 clusters Score: Raw -32777463.909753 + Penalty 4032.776797 = -32773431.132956 nChanged 109 SP:Iteration 46Q (9423.797750 sec): 3 clusters Score: Raw -32777473.609126 + Penalty 4032.776797 = -32773440.832329 nChanged 78 SP:Iteration 47Q (9424.105154 sec): 3 clusters Score: Raw -32777480.378785 + Penalty 4032.776797 = -32773447.601988 nChanged 66 SP:Iteration 48Q (9424.412629 sec): 3 clusters Score: Raw -32777486.622940 + Penalty 4032.776797 = -32773453.846143 nChanged 78 SP:Iteration 49Q (9424.721899 sec): 3 clusters Score: Raw -32777494.482953 + Penalty 4032.776797 = -32773461.706156 nChanged 77 SP:Iteration 50Q (9425.028629 sec): 3 clusters Score: Raw -32777502.018987 + Penalty 4032.776797 = -32773469.242190 nChanged 70 SP:Iteration 51Q (9425.335214 sec): 3 clusters Score: Raw -32777508.616797 + Penalty 4032.776797 = -32773475.840000 nChanged 56 SP:Iteration 52Q (9425.641712 sec): 3 clusters Score: Raw -32777513.658316 + Penalty 4032.776797 = -32773480.881518 nChanged 61 SP:Iteration 53Q (9425.948067 sec): 3 clusters Score: Raw -32777519.698938 + Penalty 4032.776797 = -32773486.922141 nChanged 56 SP:Iteration 54Q (9426.254187 sec): 3 clusters Score: Raw -32777524.131664 + Penalty 4032.776797 = -32773491.354867 nChanged 59 SP:Iteration 55Q (9426.560257 sec): 3 clusters Score: Raw -32777528.607225 + Penalty 4032.776797 = -32773495.830428 nChanged 54 SP:Iteration 56Q (9426.866262 sec): 3 clusters Score: Raw -32777532.974163 + Penalty 4032.776797 = -32773500.197366 nChanged 49 SP:Iteration 57Q (9427.172251 sec): 3 clusters Score: Raw -32777537.645461 + Penalty 4032.776797 = -32773504.868664 nChanged 39 SP:Iteration 58Q (9427.478093 sec): 3 clusters Score: Raw -32777540.553983 + Penalty 4032.776797 = -32773507.777185 nChanged 36 SP:Iteration 59Q (9427.783860 sec): 3 clusters Score: Raw -32777543.518768 + Penalty 4032.776797 = -32773510.741971 nChanged 44 SP:Iteration 60F (9428.149581 sec): 3 clusters Score: Raw -32777548.083765 + Penalty 4032.776797 = -32773515.306967 nChanged 48 SP:Iteration 61Q (9428.455270 sec): 3 clusters Score: Raw -32777551.634111 + Penalty 4032.776797 = -32773518.857314 nChanged 43 SP:Iteration 62Q (9428.761142 sec): 3 clusters Score: Raw -32777554.734090 + Penalty 4032.776797 = -32773521.957292 nChanged 38 SP:Iteration 63Q (9429.066445 sec): 3 clusters Score: Raw -32777557.944666 + Penalty 4032.776797 = -32773525.167869 nChanged 38 SP:Iteration 64Q (9429.372049 sec): 3 clusters Score: Raw -32777561.198978 + Penalty 4032.776797 = -32773528.422181 nChanged 32 SP:Iteration 65Q (9429.677793 sec): 3 clusters Score: Raw -32777563.000718 + Penalty 4032.776797 = -32773530.223921 nChanged 14 SP:Iteration 66Q (9429.983162 sec): 3 clusters Score: Raw -32777563.811508 + Penalty 4032.776797 = -32773531.034710 nChanged 12 SP:Iteration 67Q (9430.288745 sec): 3 clusters Score: Raw -32777564.568356 + Penalty 4032.776797 = -32773531.791558 nChanged 11 SP:Iteration 68Q (9430.594249 sec): 3 clusters Score: Raw -32777565.104569 + Penalty 4032.776797 = -32773532.327771 nChanged 4 SP:Iteration 69Q (9430.899765 sec): 3 clusters Score: Raw -32777565.350071 + Penalty 4032.776797 = -32773532.573274 nChanged 5 SP:Iteration 70Q (9431.206316 sec): 3 clusters Score: Raw -32777565.613487 + Penalty 4032.776797 = -32773532.836690 nChanged 10 SP:Iteration 71Q (9431.511738 sec): 3 clusters Score: Raw -32777565.949576 + Penalty 4032.776797 = -32773533.172778 nChanged 8 SP:Iteration 72Q (9431.816876 sec): 3 clusters Score: Raw -32777566.494678 + Penalty 4032.776797 = -32773533.717881 nChanged 6 SP:Iteration 73Q (9432.122286 sec): 3 clusters Score: Raw -32777566.919807 + Penalty 4032.776797 = -32773534.143009 nChanged 6 SP:Iteration 74Q (9432.427571 sec): 3 clusters Score: Raw -32777567.214623 + Penalty 4032.776797 = -32773534.437826 nChanged 4 SP:Iteration 75Q (9432.733002 sec): 3 clusters Score: Raw -32777567.404962 + Penalty 4032.776797 = -32773534.628165 nChanged 1 SP:Iteration 76Q (9433.038773 sec): 3 clusters Score: Raw -32777567.436274 + Penalty 4032.776797 = -32773534.659477 nChanged 0 SP:Iteration 77F (9433.403390 sec): 3 clusters Score: Raw -32777567.436274 + Penalty 4032.776797 = -32773534.659477 nChanged 0 Trying to split cluster 5 (45456 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9433.470326 sec): 2 clusters Score: Raw -6057245.463039 + Penalty 1742.731267 = -6055502.731772 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9433.555854 sec): 3 clusters Score: Raw -6028670.274445 + Penalty 3485.462534 = -6025184.811911 nChanged 21140 SP:Iteration 1F (9433.634517 sec): 3 clusters Score: Raw -6040615.142067 + Penalty 3485.462534 = -6037129.679533 nChanged 1849 SP:Iteration 2Q (9433.717096 sec): 3 clusters Score: Raw -6041194.017605 + Penalty 3485.462534 = -6037708.555071 nChanged 1853 SP:Iteration 3Q (9433.799161 sec): 3 clusters Score: Raw -6041870.396441 + Penalty 3485.462534 = -6038384.933907 nChanged 2058 SP:Iteration 4Q (9433.881043 sec): 3 clusters Score: Raw -6042782.584042 + Penalty 3485.462534 = -6039297.121508 nChanged 2367 SP:Iteration 5F (9433.959126 sec): 3 clusters Score: Raw -6044043.344280 + Penalty 3485.462534 = -6040557.881746 nChanged 2782 SP:Iteration 6F (9434.037419 sec): 3 clusters Score: Raw -6045795.016422 + Penalty 3485.462534 = -6042309.553888 nChanged 2969 SP:Iteration 7F (9434.139290 sec): 3 clusters Score: Raw -6047977.886353 + Penalty 3485.462534 = -6044492.423820 nChanged 3011 SP:Iteration 8F (9434.217119 sec): 3 clusters Score: Raw -6050536.187171 + Penalty 3485.462534 = -6047050.724637 nChanged 2523 SP:Iteration 9F (9434.295636 sec): 3 clusters Score: Raw -6052758.663872 + Penalty 3485.462534 = -6049273.201338 nChanged 1908 SP:Iteration 10Q (9434.373344 sec): 3 clusters Score: Raw -6054327.826529 + Penalty 3485.462534 = -6050842.363995 nChanged 1286 SP:Iteration 11Q (9434.447292 sec): 3 clusters Score: Raw -6055267.561814 + Penalty 3485.462534 = -6051782.099280 nChanged 929 SP:Iteration 12Q (9434.519086 sec): 3 clusters Score: Raw -6055882.949716 + Penalty 3485.462534 = -6052397.487183 nChanged 668 SP:Iteration 13Q (9434.589502 sec): 3 clusters Score: Raw -6056321.005598 + Penalty 3485.462534 = -6052835.543064 nChanged 521 SP:Iteration 14Q (9434.659168 sec): 3 clusters Score: Raw -6056673.589628 + Penalty 3485.462534 = -6053188.127094 nChanged 496 SP:Iteration 15Q (9434.728270 sec): 3 clusters Score: Raw -6056997.199340 + Penalty 3485.462534 = -6053511.736807 nChanged 423 SP:Iteration 16Q (9434.796717 sec): 3 clusters Score: Raw -6057222.395668 + Penalty 3485.462534 = -6053736.933134 nChanged 360 SP:Iteration 17Q (9434.865162 sec): 3 clusters Score: Raw -6057383.178721 + Penalty 3485.462534 = -6053897.716187 nChanged 310 SP:Iteration 18Q (9434.933192 sec): 3 clusters Score: Raw -6057514.486320 + Penalty 3485.462534 = -6054029.023786 nChanged 266 SP:Iteration 19Q (9435.001226 sec): 3 clusters Score: Raw -6057601.892810 + Penalty 3485.462534 = -6054116.430276 nChanged 210 SP:Iteration 20F (9435.079362 sec): 3 clusters Score: Raw -6057667.712638 + Penalty 3485.462534 = -6054182.250104 nChanged 170 SP:Iteration 21Q (9435.147140 sec): 3 clusters Score: Raw -6057715.849734 + Penalty 3485.462534 = -6054230.387200 nChanged 155 SP:Iteration 22Q (9435.214550 sec): 3 clusters Score: Raw -6057762.576613 + Penalty 3485.462534 = -6054277.114080 nChanged 129 SP:Iteration 23Q (9435.281914 sec): 3 clusters Score: Raw -6057797.332062 + Penalty 3485.462534 = -6054311.869528 nChanged 111 SP:Iteration 24Q (9435.349147 sec): 3 clusters Score: Raw -6057822.804209 + Penalty 3485.462534 = -6054337.341676 nChanged 103 SP:Iteration 25Q (9435.416329 sec): 3 clusters Score: Raw -6057844.664159 + Penalty 3485.462534 = -6054359.201626 nChanged 89 SP:Iteration 26Q (9435.483705 sec): 3 clusters Score: Raw -6057860.652977 + Penalty 3485.462534 = -6054375.190443 nChanged 81 SP:Iteration 27Q (9435.550705 sec): 3 clusters Score: Raw -6057875.528115 + Penalty 3485.462534 = -6054390.065581 nChanged 73 SP:Iteration 28Q (9435.617584 sec): 3 clusters Score: Raw -6057887.022290 + Penalty 3485.462534 = -6054401.559756 nChanged 50 SP:Iteration 29Q (9435.684503 sec): 3 clusters Score: Raw -6057893.833234 + Penalty 3485.462534 = -6054408.370700 nChanged 51 SP:Iteration 30Q (9435.751436 sec): 3 clusters Score: Raw -6057900.216176 + Penalty 3485.462534 = -6054414.753643 nChanged 43 SP:Iteration 31Q (9435.818174 sec): 3 clusters Score: Raw -6057905.416488 + Penalty 3485.462534 = -6054419.953954 nChanged 41 SP:Iteration 32Q (9435.884828 sec): 3 clusters Score: Raw -6057909.653543 + Penalty 3485.462534 = -6054424.191009 nChanged 28 SP:Iteration 33Q (9435.951551 sec): 3 clusters Score: Raw -6057912.403186 + Penalty 3485.462534 = -6054426.940652 nChanged 32 SP:Iteration 34Q (9436.018106 sec): 3 clusters Score: Raw -6057915.601276 + Penalty 3485.462534 = -6054430.138743 nChanged 27 SP:Iteration 35Q (9436.084645 sec): 3 clusters Score: Raw -6057917.507259 + Penalty 3485.462534 = -6054432.044725 nChanged 20 SP:Iteration 36Q (9436.151254 sec): 3 clusters Score: Raw -6057918.912437 + Penalty 3485.462534 = -6054433.449903 nChanged 15 SP:Iteration 37Q (9436.218062 sec): 3 clusters Score: Raw -6057920.358104 + Penalty 3485.462534 = -6054434.895570 nChanged 13 SP:Iteration 38Q (9436.284553 sec): 3 clusters Score: Raw -6057921.609031 + Penalty 3485.462534 = -6054436.146497 nChanged 14 SP:Iteration 39Q (9436.351178 sec): 3 clusters Score: Raw -6057922.607467 + Penalty 3485.462534 = -6054437.144933 nChanged 16 SP:Iteration 40F (9436.429236 sec): 3 clusters Score: Raw -6057924.158795 + Penalty 3485.462534 = -6054438.696261 nChanged 14 SP:Iteration 41Q (9436.495765 sec): 3 clusters Score: Raw -6057925.515323 + Penalty 3485.462534 = -6054440.052789 nChanged 13 SP:Iteration 42Q (9436.562446 sec): 3 clusters Score: Raw -6057926.497079 + Penalty 3485.462534 = -6054441.034545 nChanged 8 SP:Iteration 43Q (9436.628998 sec): 3 clusters Score: Raw -6057927.028218 + Penalty 3485.462534 = -6054441.565684 nChanged 8 SP:Iteration 44Q (9436.695551 sec): 3 clusters Score: Raw -6057927.757050 + Penalty 3485.462534 = -6054442.294516 nChanged 9 SP:Iteration 45Q (9436.762194 sec): 3 clusters Score: Raw -6057928.293153 + Penalty 3485.462534 = -6054442.830619 nChanged 7 SP:Iteration 46Q (9436.828735 sec): 3 clusters Score: Raw -6057928.682085 + Penalty 3485.462534 = -6054443.219552 nChanged 5 SP:Iteration 47Q (9436.895190 sec): 3 clusters Score: Raw -6057928.984072 + Penalty 3485.462534 = -6054443.521538 nChanged 2 SP:Iteration 48Q (9436.961825 sec): 3 clusters Score: Raw -6057929.115897 + Penalty 3485.462534 = -6054443.653363 nChanged 2 SP:Iteration 49Q (9437.028426 sec): 3 clusters Score: Raw -6057929.264718 + Penalty 3485.462534 = -6054443.802184 nChanged 6 SP:Iteration 50Q (9437.094928 sec): 3 clusters Score: Raw -6057929.578328 + Penalty 3485.462534 = -6054444.115794 nChanged 2 SP:Iteration 51Q (9437.161497 sec): 3 clusters Score: Raw -6057929.667730 + Penalty 3485.462534 = -6054444.205196 nChanged 1 SP:Iteration 52Q (9437.227988 sec): 3 clusters Score: Raw -6057929.738882 + Penalty 3485.462534 = -6054444.276348 nChanged 0 SP:Iteration 53F (9437.306526 sec): 3 clusters Score: Raw -6057929.738882 + Penalty 3485.462534 = -6054444.276348 nChanged 0 Trying to split cluster 6 (4036 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9437.316379 sec): 2 clusters Score: Raw -517776.278503 + Penalty 1349.239024 = -516427.039479 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9437.337106 sec): 3 clusters Score: Raw -515726.990934 + Penalty 2698.478049 = -513028.512885 nChanged 1618 SP:Iteration 1F (9437.357181 sec): 3 clusters Score: Raw -516628.415716 + Penalty 2698.478049 = -513929.937667 nChanged 326 SP:Iteration 2F (9437.377364 sec): 3 clusters Score: Raw -516865.462907 + Penalty 2698.478049 = -514166.984859 nChanged 274 SP:Iteration 3F (9437.397574 sec): 3 clusters Score: Raw -517054.899704 + Penalty 2698.478049 = -514356.421655 nChanged 223 SP:Iteration 4F (9437.417602 sec): 3 clusters Score: Raw -517189.214665 + Penalty 2698.478049 = -514490.736616 nChanged 143 SP:Iteration 5Q (9437.437626 sec): 3 clusters Score: Raw -517287.683382 + Penalty 2698.478049 = -514589.205333 nChanged 142 SP:Iteration 6Q (9437.457880 sec): 3 clusters Score: Raw -517383.285236 + Penalty 2698.478049 = -514684.807187 nChanged 125 SP:Iteration 7Q (9437.477987 sec): 3 clusters Score: Raw -517459.607118 + Penalty 2698.478049 = -514761.129069 nChanged 102 SP:Iteration 8Q (9437.497908 sec): 3 clusters Score: Raw -517508.180088 + Penalty 2698.478049 = -514809.702039 nChanged 85 SP:Iteration 9Q (9437.517759 sec): 3 clusters Score: Raw -517551.641865 + Penalty 2698.478049 = -514853.163816 nChanged 81 SP:Iteration 10Q (9437.537716 sec): 3 clusters Score: Raw -517590.978893 + Penalty 2698.478049 = -514892.500844 nChanged 82 SP:Iteration 11Q (9437.557558 sec): 3 clusters Score: Raw -517634.664770 + Penalty 2698.478049 = -514936.186721 nChanged 82 SP:Iteration 12Q (9437.577538 sec): 3 clusters Score: Raw -517677.714682 + Penalty 2698.478049 = -514979.236633 nChanged 87 SP:Iteration 13Q (9437.597281 sec): 3 clusters Score: Raw -517732.609604 + Penalty 2698.478049 = -515034.131555 nChanged 88 SP:Iteration 14Q (9437.617089 sec): 3 clusters Score: Raw -517777.796661 + Penalty 2698.478049 = -515079.318612 nChanged 88 SP:Iteration 15Q (9437.636858 sec): 3 clusters Score: Raw -517815.388026 + Penalty 2698.478049 = -515116.909977 nChanged 59 SP:Iteration 16Q (9437.656564 sec): 3 clusters Score: Raw -517842.308927 + Penalty 2698.478049 = -515143.830878 nChanged 58 SP:Iteration 17Q (9437.676524 sec): 3 clusters Score: Raw -517870.949640 + Penalty 2698.478049 = -515172.471591 nChanged 58 SP:Iteration 18Q (9437.696272 sec): 3 clusters Score: Raw -517898.944700 + Penalty 2698.478049 = -515200.466651 nChanged 56 SP:Iteration 19Q (9437.715931 sec): 3 clusters Score: Raw -517918.500059 + Penalty 2698.478049 = -515220.022010 nChanged 38 SP:Iteration 20F (9437.735733 sec): 3 clusters Score: Raw -517932.417735 + Penalty 2698.478049 = -515233.939686 nChanged 32 SP:Iteration 21Q (9437.755436 sec): 3 clusters Score: Raw -517942.229899 + Penalty 2698.478049 = -515243.751850 nChanged 30 SP:Iteration 22Q (9437.775121 sec): 3 clusters Score: Raw -517953.441070 + Penalty 2698.478049 = -515254.963021 nChanged 26 SP:Iteration 23Q (9437.795086 sec): 3 clusters Score: Raw -517966.333554 + Penalty 2698.478049 = -515267.855505 nChanged 39 SP:Iteration 24Q (9437.814791 sec): 3 clusters Score: Raw -517979.420974 + Penalty 2698.478049 = -515280.942925 nChanged 32 SP:Iteration 25Q (9437.834660 sec): 3 clusters Score: Raw -517989.327067 + Penalty 2698.478049 = -515290.849018 nChanged 32 SP:Iteration 26Q (9437.854341 sec): 3 clusters Score: Raw -517998.668548 + Penalty 2698.478049 = -515300.190499 nChanged 30 SP:Iteration 27Q (9437.874003 sec): 3 clusters Score: Raw -518007.405503 + Penalty 2698.478049 = -515308.927454 nChanged 29 SP:Iteration 28Q (9437.893572 sec): 3 clusters Score: Raw -518016.509623 + Penalty 2698.478049 = -515318.031574 nChanged 19 SP:Iteration 29Q (9437.913308 sec): 3 clusters Score: Raw -518023.937666 + Penalty 2698.478049 = -515325.459618 nChanged 18 SP:Iteration 30Q (9437.932938 sec): 3 clusters Score: Raw -518032.502025 + Penalty 2698.478049 = -515334.023976 nChanged 23 SP:Iteration 31Q (9437.952699 sec): 3 clusters Score: Raw -518043.267313 + Penalty 2698.478049 = -515344.789264 nChanged 28 SP:Iteration 32Q (9437.972010 sec): 3 clusters Score: Raw -518053.377191 + Penalty 2698.478049 = -515354.899142 nChanged 31 SP:Iteration 33Q (9437.991491 sec): 3 clusters Score: Raw -518065.071130 + Penalty 2698.478049 = -515366.593081 nChanged 33 SP:Iteration 34Q (9438.011134 sec): 3 clusters Score: Raw -518076.880694 + Penalty 2698.478049 = -515378.402645 nChanged 29 SP:Iteration 35Q (9438.030868 sec): 3 clusters Score: Raw -518090.313295 + Penalty 2698.478049 = -515391.835246 nChanged 32 SP:Iteration 36Q (9438.050782 sec): 3 clusters Score: Raw -518103.023036 + Penalty 2698.478049 = -515404.544987 nChanged 30 SP:Iteration 37Q (9438.070451 sec): 3 clusters Score: Raw -518112.309154 + Penalty 2698.478049 = -515413.831105 nChanged 23 SP:Iteration 38Q (9438.122035 sec): 3 clusters Score: Raw -518119.752340 + Penalty 2698.478049 = -515421.274291 nChanged 17 SP:Iteration 39Q (9438.187394 sec): 3 clusters Score: Raw -518126.173060 + Penalty 2698.478049 = -515427.695011 nChanged 17 SP:Iteration 40F (9438.199570 sec): 3 clusters Score: Raw -518130.779594 + Penalty 2698.478049 = -515432.301545 nChanged 17 SP:Iteration 41Q (9438.219325 sec): 3 clusters Score: Raw -518135.213971 + Penalty 2698.478049 = -515436.735922 nChanged 21 SP:Iteration 42Q (9438.239048 sec): 3 clusters Score: Raw -518142.365450 + Penalty 2698.478049 = -515443.887401 nChanged 18 SP:Iteration 43Q (9438.259034 sec): 3 clusters Score: Raw -518152.340010 + Penalty 2698.478049 = -515453.861961 nChanged 21 SP:Iteration 44Q (9438.278662 sec): 3 clusters Score: Raw -518159.322004 + Penalty 2698.478049 = -515460.843955 nChanged 21 SP:Iteration 45Q (9438.298650 sec): 3 clusters Score: Raw -518165.547867 + Penalty 2698.478049 = -515467.069818 nChanged 19 SP:Iteration 46Q (9438.318443 sec): 3 clusters Score: Raw -518173.447331 + Penalty 2698.478049 = -515474.969282 nChanged 22 SP:Iteration 47Q (9438.338336 sec): 3 clusters Score: Raw -518180.992212 + Penalty 2698.478049 = -515482.514163 nChanged 20 SP:Iteration 48Q (9438.357918 sec): 3 clusters Score: Raw -518186.691137 + Penalty 2698.478049 = -515488.213088 nChanged 19 SP:Iteration 49Q (9438.377434 sec): 3 clusters Score: Raw -518191.182932 + Penalty 2698.478049 = -515492.704883 nChanged 12 SP:Iteration 50Q (9438.396779 sec): 3 clusters Score: Raw -518194.088944 + Penalty 2698.478049 = -515495.610895 nChanged 16 SP:Iteration 51Q (9438.416249 sec): 3 clusters Score: Raw -518198.863228 + Penalty 2698.478049 = -515500.385179 nChanged 10 SP:Iteration 52Q (9438.435630 sec): 3 clusters Score: Raw -518201.337105 + Penalty 2698.478049 = -515502.859056 nChanged 7 SP:Iteration 53Q (9438.455161 sec): 3 clusters Score: Raw -518202.754606 + Penalty 2698.478049 = -515504.276557 nChanged 4 SP:Iteration 54Q (9438.474701 sec): 3 clusters Score: Raw -518203.447545 + Penalty 2698.478049 = -515504.969496 nChanged 6 SP:Iteration 55Q (9438.494378 sec): 3 clusters Score: Raw -518205.181153 + Penalty 2698.478049 = -515506.703104 nChanged 8 SP:Iteration 56Q (9438.513927 sec): 3 clusters Score: Raw -518207.562991 + Penalty 2698.478049 = -515509.084942 nChanged 12 SP:Iteration 57Q (9438.533495 sec): 3 clusters Score: Raw -518211.094271 + Penalty 2698.478049 = -515512.616222 nChanged 11 SP:Iteration 58Q (9438.552902 sec): 3 clusters Score: Raw -518215.315556 + Penalty 2698.478049 = -515516.837507 nChanged 13 SP:Iteration 59Q (9438.572287 sec): 3 clusters Score: Raw -518221.143143 + Penalty 2698.478049 = -515522.665094 nChanged 16 SP:Iteration 60F (9438.592235 sec): 3 clusters Score: Raw -518226.018861 + Penalty 2698.478049 = -515527.540812 nChanged 12 SP:Iteration 61Q (9438.612087 sec): 3 clusters Score: Raw -518229.571087 + Penalty 2698.478049 = -515531.093038 nChanged 10 SP:Iteration 62Q (9438.631842 sec): 3 clusters Score: Raw -518234.025659 + Penalty 2698.478049 = -515535.547610 nChanged 11 SP:Iteration 63Q (9438.651564 sec): 3 clusters Score: Raw -518237.628096 + Penalty 2698.478049 = -515539.150047 nChanged 6 SP:Iteration 64Q (9438.670878 sec): 3 clusters Score: Raw -518239.182369 + Penalty 2698.478049 = -515540.704320 nChanged 6 SP:Iteration 65Q (9438.690262 sec): 3 clusters Score: Raw -518240.735032 + Penalty 2698.478049 = -515542.256983 nChanged 1 SP:Iteration 66Q (9438.709827 sec): 3 clusters Score: Raw -518240.942482 + Penalty 2698.478049 = -515542.464433 nChanged 4 SP:Iteration 67Q (9438.729504 sec): 3 clusters Score: Raw -518242.125022 + Penalty 2698.478049 = -515543.646973 nChanged 4 SP:Iteration 68Q (9438.748857 sec): 3 clusters Score: Raw -518243.401170 + Penalty 2698.478049 = -515544.923121 nChanged 5 SP:Iteration 69Q (9438.768139 sec): 3 clusters Score: Raw -518244.903651 + Penalty 2698.478049 = -515546.425602 nChanged 7 SP:Iteration 70Q (9438.787674 sec): 3 clusters Score: Raw -518247.326294 + Penalty 2698.478049 = -515548.848245 nChanged 5 SP:Iteration 71Q (9438.807257 sec): 3 clusters Score: Raw -518249.088770 + Penalty 2698.478049 = -515550.610721 nChanged 4 SP:Iteration 72Q (9438.826910 sec): 3 clusters Score: Raw -518250.103586 + Penalty 2698.478049 = -515551.625537 nChanged 2 SP:Iteration 73Q (9438.846316 sec): 3 clusters Score: Raw -518251.006112 + Penalty 2698.478049 = -515552.528063 nChanged 2 SP:Iteration 74Q (9438.865592 sec): 3 clusters Score: Raw -518251.691041 + Penalty 2698.478049 = -515553.212992 nChanged 3 SP:Iteration 75Q (9438.884938 sec): 3 clusters Score: Raw -518253.536717 + Penalty 2698.478049 = -515555.058668 nChanged 6 SP:Iteration 76Q (9438.904271 sec): 3 clusters Score: Raw -518255.985600 + Penalty 2698.478049 = -515557.507551 nChanged 7 SP:Iteration 77Q (9438.923836 sec): 3 clusters Score: Raw -518258.771067 + Penalty 2698.478049 = -515560.293018 nChanged 6 SP:Iteration 78Q (9438.943363 sec): 3 clusters Score: Raw -518261.064274 + Penalty 2698.478049 = -515562.586225 nChanged 9 SP:Iteration 79Q (9438.962853 sec): 3 clusters Score: Raw -518264.444064 + Penalty 2698.478049 = -515565.966015 nChanged 12 SP:Iteration 80F (9438.983042 sec): 3 clusters Score: Raw -518268.326582 + Penalty 2698.478049 = -515569.848533 nChanged 9 SP:Iteration 81Q (9439.002338 sec): 3 clusters Score: Raw -518270.717916 + Penalty 2698.478049 = -515572.239867 nChanged 6 SP:Iteration 82Q (9439.021634 sec): 3 clusters Score: Raw -518272.504498 + Penalty 2698.478049 = -515574.026449 nChanged 5 SP:Iteration 83Q (9439.040865 sec): 3 clusters Score: Raw -518273.413638 + Penalty 2698.478049 = -515574.935589 nChanged 3 SP:Iteration 84Q (9439.060194 sec): 3 clusters Score: Raw -518274.045287 + Penalty 2698.478049 = -515575.567238 nChanged 2 SP:Iteration 85Q (9439.079673 sec): 3 clusters Score: Raw -518274.477237 + Penalty 2698.478049 = -515575.999188 nChanged 2 SP:Iteration 86Q (9439.099187 sec): 3 clusters Score: Raw -518274.919939 + Penalty 2698.478049 = -515576.441890 nChanged 3 SP:Iteration 87Q (9439.118098 sec): 3 clusters Score: Raw -518275.437726 + Penalty 2698.478049 = -515576.959677 nChanged 4 SP:Iteration 88Q (9439.137300 sec): 3 clusters Score: Raw -518276.719656 + Penalty 2698.478049 = -515578.241607 nChanged 2 SP:Iteration 89Q (9439.156572 sec): 3 clusters Score: Raw -518277.409493 + Penalty 2698.478049 = -515578.931444 nChanged 2 SP:Iteration 90Q (9439.175738 sec): 3 clusters Score: Raw -518278.009346 + Penalty 2698.478049 = -515579.531297 nChanged 1 SP:Iteration 91Q (9439.194964 sec): 3 clusters Score: Raw -518278.269081 + Penalty 2698.478049 = -515579.791032 nChanged 2 SP:Iteration 92Q (9439.214248 sec): 3 clusters Score: Raw -518278.908104 + Penalty 2698.478049 = -515580.430055 nChanged 1 SP:Iteration 93Q (9439.233765 sec): 3 clusters Score: Raw -518279.130372 + Penalty 2698.478049 = -515580.652323 nChanged 2 SP:Iteration 94Q (9439.253065 sec): 3 clusters Score: Raw -518279.697564 + Penalty 2698.478049 = -515581.219515 nChanged 4 SP:Iteration 95Q (9439.272391 sec): 3 clusters Score: Raw -518281.128519 + Penalty 2698.478049 = -515582.650470 nChanged 3 SP:Iteration 96Q (9439.291504 sec): 3 clusters Score: Raw -518282.127673 + Penalty 2698.478049 = -515583.649624 nChanged 3 SP:Iteration 97Q (9439.310807 sec): 3 clusters Score: Raw -518283.129703 + Penalty 2698.478049 = -515584.651654 nChanged 1 SP:Iteration 98Q (9439.330176 sec): 3 clusters Score: Raw -518283.526778 + Penalty 2698.478049 = -515585.048729 nChanged 3 SP:Iteration 99Q (9439.349406 sec): 3 clusters Score: Raw -518284.342800 + Penalty 2698.478049 = -515585.864751 nChanged 4 SP:Iteration 100F (9439.369161 sec): 3 clusters Score: Raw -518286.551036 + Penalty 2698.478049 = -515588.072987 nChanged 5 SP:Iteration 101Q (9439.388525 sec): 3 clusters Score: Raw -518289.583441 + Penalty 2698.478049 = -515591.105392 nChanged 6 SP:Iteration 102Q (9439.407651 sec): 3 clusters Score: Raw -518291.933558 + Penalty 2698.478049 = -515593.455509 nChanged 3 SP:Iteration 103Q (9439.426827 sec): 3 clusters Score: Raw -518293.003436 + Penalty 2698.478049 = -515594.525387 nChanged 4 SP:Iteration 104Q (9439.446040 sec): 3 clusters Score: Raw -518293.903905 + Penalty 2698.478049 = -515595.425856 nChanged 0 SP:Iteration 105F (9439.465964 sec): 3 clusters Score: Raw -518293.903905 + Penalty 2698.478049 = -515595.425856 nChanged 0 Trying to split cluster 7 (5406 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9439.485670 sec): 2 clusters Score: Raw -718660.396520 + Penalty 1396.730518 = -717263.666002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9439.507919 sec): 3 clusters Score: Raw -715799.525083 + Penalty 2793.461036 = -713006.064046 nChanged 2223 SP:Iteration 1F (9439.529313 sec): 3 clusters Score: Raw -717027.513965 + Penalty 2793.461036 = -714234.052928 nChanged 375 SP:Iteration 2F (9439.551168 sec): 3 clusters Score: Raw -717211.911827 + Penalty 2793.461036 = -714418.450791 nChanged 271 SP:Iteration 3F (9439.573031 sec): 3 clusters Score: Raw -717340.638808 + Penalty 2793.461036 = -714547.177772 nChanged 226 SP:Iteration 4Q (9439.594880 sec): 3 clusters Score: Raw -717437.122971 + Penalty 2793.461036 = -714643.661935 nChanged 172 SP:Iteration 5Q (9439.616595 sec): 3 clusters Score: Raw -717517.211073 + Penalty 2793.461036 = -714723.750037 nChanged 180 SP:Iteration 6Q (9439.638547 sec): 3 clusters Score: Raw -717594.275629 + Penalty 2793.461036 = -714800.814593 nChanged 158 SP:Iteration 7Q (9439.660387 sec): 3 clusters Score: Raw -717664.421918 + Penalty 2793.461036 = -714870.960882 nChanged 157 SP:Iteration 8Q (9439.682161 sec): 3 clusters Score: Raw -717740.541452 + Penalty 2793.461036 = -714947.080416 nChanged 151 SP:Iteration 9Q (9439.704001 sec): 3 clusters Score: Raw -717821.295081 + Penalty 2793.461036 = -715027.834045 nChanged 166 SP:Iteration 10Q (9439.725693 sec): 3 clusters Score: Raw -717908.789672 + Penalty 2793.461036 = -715115.328636 nChanged 163 SP:Iteration 11Q (9439.747301 sec): 3 clusters Score: Raw -718012.170070 + Penalty 2793.461036 = -715218.709034 nChanged 142 SP:Iteration 12Q (9439.769039 sec): 3 clusters Score: Raw -718104.356878 + Penalty 2793.461036 = -715310.895841 nChanged 151 SP:Iteration 13Q (9439.790596 sec): 3 clusters Score: Raw -718215.695313 + Penalty 2793.461036 = -715422.234277 nChanged 165 SP:Iteration 14Q (9439.812104 sec): 3 clusters Score: Raw -718321.651712 + Penalty 2793.461036 = -715528.190676 nChanged 142 SP:Iteration 15Q (9439.833748 sec): 3 clusters Score: Raw -718400.405443 + Penalty 2793.461036 = -715606.944407 nChanged 122 SP:Iteration 16Q (9439.855101 sec): 3 clusters Score: Raw -718476.172730 + Penalty 2793.461036 = -715682.711694 nChanged 93 SP:Iteration 17Q (9439.876420 sec): 3 clusters Score: Raw -718537.852212 + Penalty 2793.461036 = -715744.391176 nChanged 85 SP:Iteration 18Q (9439.897696 sec): 3 clusters Score: Raw -718598.930446 + Penalty 2793.461036 = -715805.469410 nChanged 70 SP:Iteration 19Q (9439.918954 sec): 3 clusters Score: Raw -718643.124004 + Penalty 2793.461036 = -715849.662968 nChanged 55 SP:Iteration 20F (9439.940754 sec): 3 clusters Score: Raw -718673.517427 + Penalty 2793.461036 = -715880.056390 nChanged 37 SP:Iteration 21Q (9439.961629 sec): 3 clusters Score: Raw -718692.872604 + Penalty 2793.461036 = -715899.411568 nChanged 29 SP:Iteration 22Q (9439.982561 sec): 3 clusters Score: Raw -718712.116462 + Penalty 2793.461036 = -715918.655426 nChanged 36 SP:Iteration 23Q (9440.003334 sec): 3 clusters Score: Raw -718736.142009 + Penalty 2793.461036 = -715942.680973 nChanged 30 SP:Iteration 24Q (9440.023818 sec): 3 clusters Score: Raw -718750.814222 + Penalty 2793.461036 = -715957.353185 nChanged 22 SP:Iteration 25Q (9440.044140 sec): 3 clusters Score: Raw -718762.460075 + Penalty 2793.461036 = -715968.999039 nChanged 17 SP:Iteration 26Q (9440.064861 sec): 3 clusters Score: Raw -718771.333172 + Penalty 2793.461036 = -715977.872135 nChanged 8 SP:Iteration 27Q (9440.085515 sec): 3 clusters Score: Raw -718775.314174 + Penalty 2793.461036 = -715981.853138 nChanged 4 SP:Iteration 28Q (9440.105973 sec): 3 clusters Score: Raw -718777.387956 + Penalty 2793.461036 = -715983.926920 nChanged 4 SP:Iteration 29Q (9440.126417 sec): 3 clusters Score: Raw -718780.120679 + Penalty 2793.461036 = -715986.659643 nChanged 7 SP:Iteration 30Q (9440.146999 sec): 3 clusters Score: Raw -718783.351587 + Penalty 2793.461036 = -715989.890551 nChanged 6 SP:Iteration 31Q (9440.167505 sec): 3 clusters Score: Raw -718787.560269 + Penalty 2793.461036 = -715994.099232 nChanged 10 SP:Iteration 32Q (9440.187994 sec): 3 clusters Score: Raw -718792.860651 + Penalty 2793.461036 = -715999.399615 nChanged 14 SP:Iteration 33Q (9440.208345 sec): 3 clusters Score: Raw -718799.340822 + Penalty 2793.461036 = -716005.879786 nChanged 7 SP:Iteration 34Q (9440.228721 sec): 3 clusters Score: Raw -718803.994026 + Penalty 2793.461036 = -716010.532990 nChanged 8 SP:Iteration 35Q (9440.249061 sec): 3 clusters Score: Raw -718808.771122 + Penalty 2793.461036 = -716015.310086 nChanged 12 SP:Iteration 36Q (9440.269578 sec): 3 clusters Score: Raw -718814.623268 + Penalty 2793.461036 = -716021.162231 nChanged 11 SP:Iteration 37Q (9440.290009 sec): 3 clusters Score: Raw -718820.628212 + Penalty 2793.461036 = -716027.167176 nChanged 11 SP:Iteration 38Q (9440.310323 sec): 3 clusters Score: Raw -718826.229887 + Penalty 2793.461036 = -716032.768850 nChanged 6 SP:Iteration 39Q (9440.330448 sec): 3 clusters Score: Raw -718828.855072 + Penalty 2793.461036 = -716035.394036 nChanged 8 SP:Iteration 40F (9440.352017 sec): 3 clusters Score: Raw -718832.361571 + Penalty 2793.461036 = -716038.900535 nChanged 3 SP:Iteration 41Q (9440.372335 sec): 3 clusters Score: Raw -718832.921558 + Penalty 2793.461036 = -716039.460522 nChanged 1 SP:Iteration 42Q (9440.392811 sec): 3 clusters Score: Raw -718833.041961 + Penalty 2793.461036 = -716039.580925 nChanged 0 SP:Iteration 43F (9440.414656 sec): 3 clusters Score: Raw -718833.041961 + Penalty 2793.461036 = -716039.580925 nChanged 0 Trying to split cluster 8 (2147 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9440.430518 sec): 2 clusters Score: Raw -295337.287390 + Penalty 1246.671855 = -294090.615536 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9440.441903 sec): 3 clusters Score: Raw -294381.225665 + Penalty 2493.343709 = -291887.881955 nChanged 786 SP:Iteration 1F (9440.452757 sec): 3 clusters Score: Raw -294880.611162 + Penalty 2493.343709 = -292387.267452 nChanged 171 SP:Iteration 2F (9440.463441 sec): 3 clusters Score: Raw -294999.244381 + Penalty 2493.343709 = -292505.900672 nChanged 117 SP:Iteration 3F (9440.474095 sec): 3 clusters Score: Raw -295076.085044 + Penalty 2493.343709 = -292582.741335 nChanged 86 SP:Iteration 4Q (9440.484738 sec): 3 clusters Score: Raw -295142.616778 + Penalty 2493.343709 = -292649.273068 nChanged 87 SP:Iteration 5Q (9440.495403 sec): 3 clusters Score: Raw -295219.153472 + Penalty 2493.343709 = -292725.809763 nChanged 85 SP:Iteration 6Q (9440.505964 sec): 3 clusters Score: Raw -295294.425366 + Penalty 2493.343709 = -292801.081657 nChanged 81 SP:Iteration 7Q (9440.516624 sec): 3 clusters Score: Raw -295358.866949 + Penalty 2493.343709 = -292865.523239 nChanged 89 SP:Iteration 8Q (9440.527173 sec): 3 clusters Score: Raw -295442.154147 + Penalty 2493.343709 = -292948.810438 nChanged 78 SP:Iteration 9Q (9440.537805 sec): 3 clusters Score: Raw -295528.133469 + Penalty 2493.343709 = -293034.789760 nChanged 89 SP:Iteration 10Q (9440.548449 sec): 3 clusters Score: Raw -295613.584666 + Penalty 2493.343709 = -293120.240957 nChanged 80 SP:Iteration 11Q (9440.558978 sec): 3 clusters Score: Raw -295710.371097 + Penalty 2493.343709 = -293217.027388 nChanged 84 SP:Iteration 12Q (9440.569583 sec): 3 clusters Score: Raw -295797.297999 + Penalty 2493.343709 = -293303.954290 nChanged 71 SP:Iteration 13Q (9440.580152 sec): 3 clusters Score: Raw -295857.204669 + Penalty 2493.343709 = -293363.860960 nChanged 48 SP:Iteration 14Q (9440.590742 sec): 3 clusters Score: Raw -295899.067039 + Penalty 2493.343709 = -293405.723330 nChanged 40 SP:Iteration 15Q (9440.601337 sec): 3 clusters Score: Raw -295928.887632 + Penalty 2493.343709 = -293435.543923 nChanged 24 SP:Iteration 16Q (9440.611957 sec): 3 clusters Score: Raw -295948.631284 + Penalty 2493.343709 = -293455.287575 nChanged 20 SP:Iteration 17Q (9440.622552 sec): 3 clusters Score: Raw -295963.400128 + Penalty 2493.343709 = -293470.056419 nChanged 16 SP:Iteration 18Q (9440.633040 sec): 3 clusters Score: Raw -295970.577365 + Penalty 2493.343709 = -293477.233656 nChanged 8 SP:Iteration 19Q (9440.643638 sec): 3 clusters Score: Raw -295974.980361 + Penalty 2493.343709 = -293481.636652 nChanged 4 SP:Iteration 20F (9440.654199 sec): 3 clusters Score: Raw -295976.422391 + Penalty 2493.343709 = -293483.078682 nChanged 2 SP:Iteration 21Q (9440.664774 sec): 3 clusters Score: Raw -295977.328556 + Penalty 2493.343709 = -293483.984847 nChanged 1 SP:Iteration 22Q (9440.675377 sec): 3 clusters Score: Raw -295978.209022 + Penalty 2493.343709 = -293484.865312 nChanged 1 SP:Iteration 23Q (9440.685857 sec): 3 clusters Score: Raw -295978.652953 + Penalty 2493.343709 = -293485.309244 nChanged 1 SP:Iteration 24Q (9440.696737 sec): 3 clusters Score: Raw -295979.118841 + Penalty 2493.343709 = -293485.775132 nChanged 0 SP:Iteration 25F (9440.707363 sec): 3 clusters Score: Raw -295979.118841 + Penalty 2493.343709 = -293485.775132 nChanged 0 Trying to split cluster 9 (9078 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9440.730655 sec): 2 clusters Score: Raw -1102139.892754 + Penalty 1480.961492 = -1100658.931262 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9440.757548 sec): 3 clusters Score: Raw -1097087.282612 + Penalty 2961.922984 = -1094125.359627 nChanged 3919 SP:Iteration 1F (9440.783738 sec): 3 clusters Score: Raw -1099285.696929 + Penalty 2961.922984 = -1096323.773945 nChanged 642 SP:Iteration 2F (9440.809815 sec): 3 clusters Score: Raw -1099597.782688 + Penalty 2961.922984 = -1096635.859703 nChanged 495 SP:Iteration 3F (9440.835790 sec): 3 clusters Score: Raw -1099836.729272 + Penalty 2961.922984 = -1096874.806287 nChanged 450 SP:Iteration 4Q (9440.861913 sec): 3 clusters Score: Raw -1100054.474486 + Penalty 2961.922984 = -1097092.551501 nChanged 367 SP:Iteration 5Q (9440.888223 sec): 3 clusters Score: Raw -1100259.487276 + Penalty 2961.922984 = -1097297.564292 nChanged 354 SP:Iteration 6Q (9440.914366 sec): 3 clusters Score: Raw -1100496.247139 + Penalty 2961.922984 = -1097534.324155 nChanged 354 SP:Iteration 7Q (9440.940583 sec): 3 clusters Score: Raw -1100783.169006 + Penalty 2961.922984 = -1097821.246021 nChanged 313 SP:Iteration 8Q (9440.966803 sec): 3 clusters Score: Raw -1101029.408189 + Penalty 2961.922984 = -1098067.485204 nChanged 272 SP:Iteration 9Q (9440.992760 sec): 3 clusters Score: Raw -1101168.251049 + Penalty 2961.922984 = -1098206.328064 nChanged 230 SP:Iteration 10Q (9441.018706 sec): 3 clusters Score: Raw -1101272.257141 + Penalty 2961.922984 = -1098310.334157 nChanged 202 SP:Iteration 11Q (9441.044278 sec): 3 clusters Score: Raw -1101376.042401 + Penalty 2961.922984 = -1098414.119416 nChanged 224 SP:Iteration 12Q (9441.069936 sec): 3 clusters Score: Raw -1101500.324287 + Penalty 2961.922984 = -1098538.401303 nChanged 228 SP:Iteration 13Q (9441.095333 sec): 3 clusters Score: Raw -1101633.036646 + Penalty 2961.922984 = -1098671.113661 nChanged 181 SP:Iteration 14Q (9441.120761 sec): 3 clusters Score: Raw -1101759.467331 + Penalty 2961.922984 = -1098797.544347 nChanged 183 SP:Iteration 15Q (9441.146017 sec): 3 clusters Score: Raw -1101889.855828 + Penalty 2961.922984 = -1098927.932844 nChanged 143 SP:Iteration 16Q (9441.171078 sec): 3 clusters Score: Raw -1101983.096328 + Penalty 2961.922984 = -1099021.173343 nChanged 118 SP:Iteration 17Q (9441.196155 sec): 3 clusters Score: Raw -1102065.925544 + Penalty 2961.922984 = -1099104.002560 nChanged 95 SP:Iteration 18Q (9441.220813 sec): 3 clusters Score: Raw -1102133.006109 + Penalty 2961.922984 = -1099171.083125 nChanged 81 SP:Iteration 19Q (9441.245331 sec): 3 clusters Score: Raw -1102181.517354 + Penalty 2961.922984 = -1099219.594369 nChanged 59 SP:Iteration 20F (9441.271566 sec): 3 clusters Score: Raw -1102220.246062 + Penalty 2961.922984 = -1099258.323078 nChanged 48 SP:Iteration 21Q (9441.295972 sec): 3 clusters Score: Raw -1102249.393548 + Penalty 2961.922984 = -1099287.470563 nChanged 33 SP:Iteration 22Q (9441.320159 sec): 3 clusters Score: Raw -1102269.519617 + Penalty 2961.922984 = -1099307.596633 nChanged 30 SP:Iteration 23Q (9441.344209 sec): 3 clusters Score: Raw -1102287.806823 + Penalty 2961.922984 = -1099325.883839 nChanged 23 SP:Iteration 24Q (9441.368335 sec): 3 clusters Score: Raw -1102302.739969 + Penalty 2961.922984 = -1099340.816984 nChanged 22 SP:Iteration 25Q (9441.392444 sec): 3 clusters Score: Raw -1102315.248769 + Penalty 2961.922984 = -1099353.325784 nChanged 13 SP:Iteration 26Q (9441.416596 sec): 3 clusters Score: Raw -1102321.889526 + Penalty 2961.922984 = -1099359.966542 nChanged 9 SP:Iteration 27Q (9441.440714 sec): 3 clusters Score: Raw -1102325.964618 + Penalty 2961.922984 = -1099364.041633 nChanged 8 SP:Iteration 28Q (9441.464668 sec): 3 clusters Score: Raw -1102329.863056 + Penalty 2961.922984 = -1099367.940072 nChanged 5 SP:Iteration 29Q (9441.488473 sec): 3 clusters Score: Raw -1102331.958870 + Penalty 2961.922984 = -1099370.035885 nChanged 2 SP:Iteration 30Q (9441.512327 sec): 3 clusters Score: Raw -1102332.580644 + Penalty 2961.922984 = -1099370.657660 nChanged 2 SP:Iteration 31Q (9441.536076 sec): 3 clusters Score: Raw -1102334.198432 + Penalty 2961.922984 = -1099372.275448 nChanged 5 SP:Iteration 32Q (9441.559906 sec): 3 clusters Score: Raw -1102336.661317 + Penalty 2961.922984 = -1099374.738332 nChanged 4 SP:Iteration 33Q (9441.583949 sec): 3 clusters Score: Raw -1102339.560253 + Penalty 2961.922984 = -1099377.637269 nChanged 4 SP:Iteration 34Q (9441.607797 sec): 3 clusters Score: Raw -1102341.803401 + Penalty 2961.922984 = -1099379.880417 nChanged 7 SP:Iteration 35Q (9441.631607 sec): 3 clusters Score: Raw -1102345.829312 + Penalty 2961.922984 = -1099383.906328 nChanged 9 SP:Iteration 36Q (9441.655292 sec): 3 clusters Score: Raw -1102350.454456 + Penalty 2961.922984 = -1099388.531472 nChanged 3 SP:Iteration 37Q (9441.679015 sec): 3 clusters Score: Raw -1102352.710352 + Penalty 2961.922984 = -1099390.787368 nChanged 4 SP:Iteration 38Q (9441.702870 sec): 3 clusters Score: Raw -1102355.360334 + Penalty 2961.922984 = -1099393.437350 nChanged 4 SP:Iteration 39Q (9441.726763 sec): 3 clusters Score: Raw -1102357.587797 + Penalty 2961.922984 = -1099395.664812 nChanged 3 SP:Iteration 40F (9441.752940 sec): 3 clusters Score: Raw -1102358.481697 + Penalty 2961.922984 = -1099396.558712 nChanged 1 SP:Iteration 41Q (9441.777052 sec): 3 clusters Score: Raw -1102358.945098 + Penalty 2961.922984 = -1099397.022113 nChanged 3 SP:Iteration 42Q (9441.800997 sec): 3 clusters Score: Raw -1102361.131115 + Penalty 2961.922984 = -1099399.208130 nChanged 6 SP:Iteration 43Q (9441.824703 sec): 3 clusters Score: Raw -1102366.898751 + Penalty 2961.922984 = -1099404.975766 nChanged 4 SP:Iteration 44Q (9441.848293 sec): 3 clusters Score: Raw -1102369.392661 + Penalty 2961.922984 = -1099407.469677 nChanged 2 SP:Iteration 45Q (9441.872127 sec): 3 clusters Score: Raw -1102370.241987 + Penalty 2961.922984 = -1099408.319002 nChanged 0 SP:Iteration 46F (9441.898073 sec): 3 clusters Score: Raw -1102370.241987 + Penalty 2961.922984 = -1099408.319002 nChanged 0 Trying to split cluster 10 (14016 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9441.926202 sec): 2 clusters Score: Raw -1822366.765521 + Penalty 1551.542657 = -1820815.222864 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9441.960775 sec): 3 clusters Score: Raw -1814134.045903 + Penalty 3103.085314 = -1811030.960589 nChanged 6161 SP:Iteration 1F (9441.993755 sec): 3 clusters Score: Raw -1817430.678815 + Penalty 3103.085314 = -1814327.593500 nChanged 784 SP:Iteration 2F (9442.026885 sec): 3 clusters Score: Raw -1817770.953459 + Penalty 3103.085314 = -1814667.868145 nChanged 782 SP:Iteration 3F (9442.060039 sec): 3 clusters Score: Raw -1818169.616992 + Penalty 3103.085314 = -1815066.531678 nChanged 816 SP:Iteration 4F (9442.092944 sec): 3 clusters Score: Raw -1818636.973724 + Penalty 3103.085314 = -1815533.888410 nChanged 847 SP:Iteration 5F (9442.126045 sec): 3 clusters Score: Raw -1819145.303521 + Penalty 3103.085314 = -1816042.218206 nChanged 879 SP:Iteration 6F (9442.159078 sec): 3 clusters Score: Raw -1819705.028407 + Penalty 3103.085314 = -1816601.943093 nChanged 819 SP:Iteration 7F (9442.192005 sec): 3 clusters Score: Raw -1820263.744027 + Penalty 3103.085314 = -1817160.658712 nChanged 698 SP:Iteration 8Q (9442.225421 sec): 3 clusters Score: Raw -1820757.865044 + Penalty 3103.085314 = -1817654.779730 nChanged 608 SP:Iteration 9Q (9442.258701 sec): 3 clusters Score: Raw -1821246.449305 + Penalty 3103.085314 = -1818143.363991 nChanged 479 SP:Iteration 10Q (9442.291560 sec): 3 clusters Score: Raw -1821614.997453 + Penalty 3103.085314 = -1818511.912138 nChanged 345 SP:Iteration 11Q (9442.324102 sec): 3 clusters Score: Raw -1821906.088394 + Penalty 3103.085314 = -1818803.003079 nChanged 232 SP:Iteration 12Q (9442.355524 sec): 3 clusters Score: Raw -1822107.720777 + Penalty 3103.085314 = -1819004.635462 nChanged 167 SP:Iteration 13Q (9442.386318 sec): 3 clusters Score: Raw -1822261.379931 + Penalty 3103.085314 = -1819158.294617 nChanged 108 SP:Iteration 14Q (9442.416394 sec): 3 clusters Score: Raw -1822367.532558 + Penalty 3103.085314 = -1819264.447244 nChanged 83 SP:Iteration 15Q (9442.446088 sec): 3 clusters Score: Raw -1822428.775316 + Penalty 3103.085314 = -1819325.690002 nChanged 69 SP:Iteration 16Q (9442.475438 sec): 3 clusters Score: Raw -1822487.280712 + Penalty 3103.085314 = -1819384.195398 nChanged 61 SP:Iteration 17Q (9442.504631 sec): 3 clusters Score: Raw -1822528.517118 + Penalty 3103.085314 = -1819425.431804 nChanged 42 SP:Iteration 18Q (9442.533603 sec): 3 clusters Score: Raw -1822552.017216 + Penalty 3103.085314 = -1819448.931901 nChanged 29 SP:Iteration 19Q (9442.562720 sec): 3 clusters Score: Raw -1822563.023023 + Penalty 3103.085314 = -1819459.937709 nChanged 26 SP:Iteration 20F (9442.595723 sec): 3 clusters Score: Raw -1822571.736946 + Penalty 3103.085314 = -1819468.651632 nChanged 19 SP:Iteration 21Q (9442.624894 sec): 3 clusters Score: Raw -1822580.364620 + Penalty 3103.085314 = -1819477.279306 nChanged 23 SP:Iteration 22Q (9442.653709 sec): 3 clusters Score: Raw -1822594.626307 + Penalty 3103.085314 = -1819491.540993 nChanged 23 SP:Iteration 23Q (9442.682671 sec): 3 clusters Score: Raw -1822605.965998 + Penalty 3103.085314 = -1819502.880684 nChanged 16 SP:Iteration 24Q (9442.711338 sec): 3 clusters Score: Raw -1822611.720719 + Penalty 3103.085314 = -1819508.635405 nChanged 16 SP:Iteration 25Q (9442.740188 sec): 3 clusters Score: Raw -1822619.641026 + Penalty 3103.085314 = -1819516.555711 nChanged 15 SP:Iteration 26Q (9442.768854 sec): 3 clusters Score: Raw -1822627.365540 + Penalty 3103.085314 = -1819524.280225 nChanged 19 SP:Iteration 27Q (9442.797643 sec): 3 clusters Score: Raw -1822638.625379 + Penalty 3103.085314 = -1819535.540065 nChanged 11 SP:Iteration 28Q (9442.826350 sec): 3 clusters Score: Raw -1822643.791166 + Penalty 3103.085314 = -1819540.705852 nChanged 6 SP:Iteration 29Q (9442.855081 sec): 3 clusters Score: Raw -1822647.876528 + Penalty 3103.085314 = -1819544.791213 nChanged 12 SP:Iteration 30Q (9442.883816 sec): 3 clusters Score: Raw -1822651.928781 + Penalty 3103.085314 = -1819548.843466 nChanged 10 SP:Iteration 31Q (9442.912612 sec): 3 clusters Score: Raw -1822655.980885 + Penalty 3103.085314 = -1819552.895571 nChanged 6 SP:Iteration 32Q (9442.941228 sec): 3 clusters Score: Raw -1822657.858892 + Penalty 3103.085314 = -1819554.773578 nChanged 6 SP:Iteration 33Q (9442.987616 sec): 3 clusters Score: Raw -1822659.503537 + Penalty 3103.085314 = -1819556.418222 nChanged 2 SP:Iteration 34Q (9443.016497 sec): 3 clusters Score: Raw -1822660.274264 + Penalty 3103.085314 = -1819557.188950 nChanged 3 SP:Iteration 35Q (9443.045500 sec): 3 clusters Score: Raw -1822661.625211 + Penalty 3103.085314 = -1819558.539897 nChanged 0 SP:Iteration 36F (9443.080102 sec): 3 clusters Score: Raw -1822661.625211 + Penalty 3103.085314 = -1819558.539897 nChanged 0 Trying to split cluster 11 (3635 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9443.097082 sec): 2 clusters Score: Raw -463283.954979 + Penalty 1332.234213 = -461951.720766 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9443.115795 sec): 3 clusters Score: Raw -461454.304482 + Penalty 2664.468427 = -458789.836055 nChanged 1430 SP:Iteration 1F (9443.133966 sec): 3 clusters Score: Raw -462349.089176 + Penalty 2664.468427 = -459684.620749 nChanged 344 SP:Iteration 2F (9443.151839 sec): 3 clusters Score: Raw -462607.909794 + Penalty 2664.468427 = -459943.441367 nChanged 242 SP:Iteration 3F (9443.169670 sec): 3 clusters Score: Raw -462773.267512 + Penalty 2664.468427 = -460108.799086 nChanged 197 SP:Iteration 4F (9443.187370 sec): 3 clusters Score: Raw -462929.035233 + Penalty 2664.468427 = -460264.566807 nChanged 176 SP:Iteration 5Q (9443.205163 sec): 3 clusters Score: Raw -463066.532217 + Penalty 2664.468427 = -460402.063790 nChanged 154 SP:Iteration 6Q (9443.222712 sec): 3 clusters Score: Raw -463213.180487 + Penalty 2664.468427 = -460548.712060 nChanged 147 SP:Iteration 7Q (9443.240547 sec): 3 clusters Score: Raw -463324.269004 + Penalty 2664.468427 = -460659.800577 nChanged 111 SP:Iteration 8Q (9443.258161 sec): 3 clusters Score: Raw -463392.910382 + Penalty 2664.468427 = -460728.441955 nChanged 104 SP:Iteration 9Q (9443.275648 sec): 3 clusters Score: Raw -463463.138470 + Penalty 2664.468427 = -460798.670043 nChanged 101 SP:Iteration 10Q (9443.293100 sec): 3 clusters Score: Raw -463527.815776 + Penalty 2664.468427 = -460863.347349 nChanged 74 SP:Iteration 11Q (9443.310304 sec): 3 clusters Score: Raw -463561.260034 + Penalty 2664.468427 = -460896.791607 nChanged 64 SP:Iteration 12Q (9443.327710 sec): 3 clusters Score: Raw -463595.406292 + Penalty 2664.468427 = -460930.937866 nChanged 53 SP:Iteration 13Q (9443.345026 sec): 3 clusters Score: Raw -463623.381975 + Penalty 2664.468427 = -460958.913548 nChanged 51 SP:Iteration 14Q (9443.362270 sec): 3 clusters Score: Raw -463649.210943 + Penalty 2664.468427 = -460984.742517 nChanged 47 SP:Iteration 15Q (9443.379382 sec): 3 clusters Score: Raw -463669.478954 + Penalty 2664.468427 = -461005.010527 nChanged 34 SP:Iteration 16Q (9443.396757 sec): 3 clusters Score: Raw -463682.270085 + Penalty 2664.468427 = -461017.801658 nChanged 24 SP:Iteration 17Q (9443.414044 sec): 3 clusters Score: Raw -463689.976334 + Penalty 2664.468427 = -461025.507907 nChanged 16 SP:Iteration 18Q (9443.431382 sec): 3 clusters Score: Raw -463696.493999 + Penalty 2664.468427 = -461032.025573 nChanged 17 SP:Iteration 19Q (9443.448409 sec): 3 clusters Score: Raw -463701.094223 + Penalty 2664.468427 = -461036.625796 nChanged 15 SP:Iteration 20F (9443.466016 sec): 3 clusters Score: Raw -463704.477757 + Penalty 2664.468427 = -461040.009330 nChanged 12 SP:Iteration 21Q (9443.483243 sec): 3 clusters Score: Raw -463707.619303 + Penalty 2664.468427 = -461043.150877 nChanged 6 SP:Iteration 22Q (9443.500465 sec): 3 clusters Score: Raw -463709.232740 + Penalty 2664.468427 = -461044.764313 nChanged 7 SP:Iteration 23Q (9443.517924 sec): 3 clusters Score: Raw -463711.586454 + Penalty 2664.468427 = -461047.118027 nChanged 9 SP:Iteration 24Q (9443.535157 sec): 3 clusters Score: Raw -463714.140862 + Penalty 2664.468427 = -461049.672435 nChanged 3 SP:Iteration 25Q (9443.552479 sec): 3 clusters Score: Raw -463715.262252 + Penalty 2664.468427 = -461050.793825 nChanged 8 SP:Iteration 26Q (9443.569572 sec): 3 clusters Score: Raw -463718.111457 + Penalty 2664.468427 = -461053.643031 nChanged 11 SP:Iteration 27Q (9443.586831 sec): 3 clusters Score: Raw -463720.891329 + Penalty 2664.468427 = -461056.422903 nChanged 5 SP:Iteration 28Q (9443.604042 sec): 3 clusters Score: Raw -463722.046050 + Penalty 2664.468427 = -461057.577623 nChanged 3 SP:Iteration 29Q (9443.621385 sec): 3 clusters Score: Raw -463722.336803 + Penalty 2664.468427 = -461057.868376 nChanged 1 SP:Iteration 30Q (9443.638579 sec): 3 clusters Score: Raw -463722.600409 + Penalty 2664.468427 = -461058.131983 nChanged 0 SP:Iteration 31F (9443.656097 sec): 3 clusters Score: Raw -463722.600409 + Penalty 2664.468427 = -461058.131983 nChanged 0 Trying to split cluster 12 (16789 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9443.688302 sec): 2 clusters Score: Raw -2146386.901300 + Penalty 1580.877868 = -2144806.023432 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9443.730274 sec): 3 clusters Score: Raw -2136466.680200 + Penalty 3161.755736 = -2133304.924464 nChanged 7418 SP:Iteration 1F (9443.770841 sec): 3 clusters Score: Raw -2140502.117860 + Penalty 3161.755736 = -2137340.362124 nChanged 1025 SP:Iteration 2F (9443.811112 sec): 3 clusters Score: Raw -2140982.395298 + Penalty 3161.755736 = -2137820.639562 nChanged 1001 SP:Iteration 3F (9443.851327 sec): 3 clusters Score: Raw -2141532.769794 + Penalty 3161.755736 = -2138371.014057 nChanged 1027 SP:Iteration 4F (9443.891534 sec): 3 clusters Score: Raw -2142114.972566 + Penalty 3161.755736 = -2138953.216830 nChanged 964 SP:Iteration 5F (9443.931980 sec): 3 clusters Score: Raw -2142630.524842 + Penalty 3161.755736 = -2139468.769105 nChanged 906 SP:Iteration 6F (9443.972021 sec): 3 clusters Score: Raw -2143093.806898 + Penalty 3161.755736 = -2139932.051161 nChanged 816 SP:Iteration 7Q (9444.012498 sec): 3 clusters Score: Raw -2143492.076326 + Penalty 3161.755736 = -2140330.320589 nChanged 730 SP:Iteration 8Q (9444.053043 sec): 3 clusters Score: Raw -2143823.054202 + Penalty 3161.755736 = -2140661.298465 nChanged 590 SP:Iteration 9Q (9444.093607 sec): 3 clusters Score: Raw -2144090.157894 + Penalty 3161.755736 = -2140928.402158 nChanged 530 SP:Iteration 10Q (9444.133903 sec): 3 clusters Score: Raw -2144340.390169 + Penalty 3161.755736 = -2141178.634433 nChanged 451 SP:Iteration 11Q (9444.174327 sec): 3 clusters Score: Raw -2144535.736066 + Penalty 3161.755736 = -2141373.980330 nChanged 375 SP:Iteration 12Q (9444.240512 sec): 3 clusters Score: Raw -2144681.155739 + Penalty 3161.755736 = -2141519.400002 nChanged 345 SP:Iteration 13Q (9444.280046 sec): 3 clusters Score: Raw -2144835.869693 + Penalty 3161.755736 = -2141674.113957 nChanged 349 SP:Iteration 14Q (9444.319983 sec): 3 clusters Score: Raw -2145000.103747 + Penalty 3161.755736 = -2141838.348010 nChanged 329 SP:Iteration 15Q (9444.359608 sec): 3 clusters Score: Raw -2145153.850044 + Penalty 3161.755736 = -2141992.094308 nChanged 335 SP:Iteration 16Q (9444.399193 sec): 3 clusters Score: Raw -2145310.095537 + Penalty 3161.755736 = -2142148.339801 nChanged 316 SP:Iteration 17Q (9444.438375 sec): 3 clusters Score: Raw -2145456.233763 + Penalty 3161.755736 = -2142294.478027 nChanged 284 SP:Iteration 18Q (9444.477123 sec): 3 clusters Score: Raw -2145564.014979 + Penalty 3161.755736 = -2142402.259243 nChanged 239 SP:Iteration 19Q (9444.515673 sec): 3 clusters Score: Raw -2145647.803253 + Penalty 3161.755736 = -2142486.047517 nChanged 209 SP:Iteration 20F (9444.555918 sec): 3 clusters Score: Raw -2145714.302645 + Penalty 3161.755736 = -2142552.546909 nChanged 200 SP:Iteration 21Q (9444.593827 sec): 3 clusters Score: Raw -2145776.794254 + Penalty 3161.755736 = -2142615.038517 nChanged 211 SP:Iteration 22Q (9444.631570 sec): 3 clusters Score: Raw -2145850.469212 + Penalty 3161.755736 = -2142688.713475 nChanged 219 SP:Iteration 23Q (9444.669093 sec): 3 clusters Score: Raw -2145919.310146 + Penalty 3161.755736 = -2142757.554409 nChanged 194 SP:Iteration 24Q (9444.706280 sec): 3 clusters Score: Raw -2145983.583708 + Penalty 3161.755736 = -2142821.827972 nChanged 208 SP:Iteration 25Q (9444.743366 sec): 3 clusters Score: Raw -2146055.878048 + Penalty 3161.755736 = -2142894.122311 nChanged 202 SP:Iteration 26Q (9444.780028 sec): 3 clusters Score: Raw -2146120.781047 + Penalty 3161.755736 = -2142959.025311 nChanged 172 SP:Iteration 27Q (9444.816450 sec): 3 clusters Score: Raw -2146176.428333 + Penalty 3161.755736 = -2143014.672597 nChanged 163 SP:Iteration 28Q (9444.852562 sec): 3 clusters Score: Raw -2146239.762652 + Penalty 3161.755736 = -2143078.006915 nChanged 165 SP:Iteration 29Q (9444.888545 sec): 3 clusters Score: Raw -2146301.145313 + Penalty 3161.755736 = -2143139.389577 nChanged 151 SP:Iteration 30Q (9444.924308 sec): 3 clusters Score: Raw -2146351.829118 + Penalty 3161.755736 = -2143190.073382 nChanged 151 SP:Iteration 31Q (9444.959947 sec): 3 clusters Score: Raw -2146398.874676 + Penalty 3161.755736 = -2143237.118940 nChanged 128 SP:Iteration 32Q (9444.995224 sec): 3 clusters Score: Raw -2146437.551722 + Penalty 3161.755736 = -2143275.795986 nChanged 114 SP:Iteration 33Q (9445.030412 sec): 3 clusters Score: Raw -2146480.474249 + Penalty 3161.755736 = -2143318.718512 nChanged 103 SP:Iteration 34Q (9445.065457 sec): 3 clusters Score: Raw -2146524.750239 + Penalty 3161.755736 = -2143362.994502 nChanged 110 SP:Iteration 35Q (9445.100474 sec): 3 clusters Score: Raw -2146562.104353 + Penalty 3161.755736 = -2143400.348616 nChanged 87 SP:Iteration 36Q (9445.135243 sec): 3 clusters Score: Raw -2146588.955663 + Penalty 3161.755736 = -2143427.199927 nChanged 67 SP:Iteration 37Q (9445.169706 sec): 3 clusters Score: Raw -2146610.944016 + Penalty 3161.755736 = -2143449.188280 nChanged 68 SP:Iteration 38Q (9445.204047 sec): 3 clusters Score: Raw -2146638.568434 + Penalty 3161.755736 = -2143476.812698 nChanged 56 SP:Iteration 39Q (9445.238198 sec): 3 clusters Score: Raw -2146658.956004 + Penalty 3161.755736 = -2143497.200268 nChanged 49 SP:Iteration 40F (9445.278501 sec): 3 clusters Score: Raw -2146673.901583 + Penalty 3161.755736 = -2143512.145847 nChanged 47 SP:Iteration 41Q (9445.312592 sec): 3 clusters Score: Raw -2146687.672557 + Penalty 3161.755736 = -2143525.916821 nChanged 47 SP:Iteration 42Q (9445.346644 sec): 3 clusters Score: Raw -2146699.807380 + Penalty 3161.755736 = -2143538.051643 nChanged 39 SP:Iteration 43Q (9445.380670 sec): 3 clusters Score: Raw -2146711.282608 + Penalty 3161.755736 = -2143549.526872 nChanged 34 SP:Iteration 44Q (9445.414389 sec): 3 clusters Score: Raw -2146719.694595 + Penalty 3161.755736 = -2143557.938859 nChanged 32 SP:Iteration 45Q (9445.448126 sec): 3 clusters Score: Raw -2146727.161613 + Penalty 3161.755736 = -2143565.405877 nChanged 23 SP:Iteration 46Q (9445.481818 sec): 3 clusters Score: Raw -2146732.776910 + Penalty 3161.755736 = -2143571.021174 nChanged 27 SP:Iteration 47Q (9445.515501 sec): 3 clusters Score: Raw -2146738.172824 + Penalty 3161.755736 = -2143576.417087 nChanged 17 SP:Iteration 48Q (9445.549270 sec): 3 clusters Score: Raw -2146741.550918 + Penalty 3161.755736 = -2143579.795181 nChanged 19 SP:Iteration 49Q (9445.583100 sec): 3 clusters Score: Raw -2146746.151368 + Penalty 3161.755736 = -2143584.395631 nChanged 14 SP:Iteration 50Q (9445.616775 sec): 3 clusters Score: Raw -2146749.124581 + Penalty 3161.755736 = -2143587.368845 nChanged 8 SP:Iteration 51Q (9445.650289 sec): 3 clusters Score: Raw -2146750.274283 + Penalty 3161.755736 = -2143588.518547 nChanged 3 SP:Iteration 52Q (9445.683706 sec): 3 clusters Score: Raw -2146750.674394 + Penalty 3161.755736 = -2143588.918658 nChanged 3 SP:Iteration 53Q (9445.717120 sec): 3 clusters Score: Raw -2146751.312307 + Penalty 3161.755736 = -2143589.556571 nChanged 1 SP:Iteration 54Q (9445.750572 sec): 3 clusters Score: Raw -2146751.417763 + Penalty 3161.755736 = -2143589.662026 nChanged 3 SP:Iteration 55Q (9445.784392 sec): 3 clusters Score: Raw -2146751.750401 + Penalty 3161.755736 = -2143589.994664 nChanged 0 SP:Iteration 56F (9445.824613 sec): 3 clusters Score: Raw -2146751.750401 + Penalty 3161.755736 = -2143589.994664 nChanged 0 Trying to split cluster 13 (2973 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9445.840828 sec): 2 clusters Score: Raw -385437.142953 + Penalty 1299.565609 = -384137.577344 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9445.856294 sec): 3 clusters Score: Raw -384021.426938 + Penalty 2599.131217 = -381422.295720 nChanged 1121 SP:Iteration 1F (9445.870990 sec): 3 clusters Score: Raw -384724.043004 + Penalty 2599.131217 = -382124.911786 nChanged 262 SP:Iteration 2F (9445.885545 sec): 3 clusters Score: Raw -384905.272600 + Penalty 2599.131217 = -382306.141382 nChanged 156 SP:Iteration 3F (9445.936413 sec): 3 clusters Score: Raw -384986.260894 + Penalty 2599.131217 = -382387.129676 nChanged 94 SP:Iteration 4Q (9445.990620 sec): 3 clusters Score: Raw -385038.835871 + Penalty 2599.131217 = -382439.704654 nChanged 97 SP:Iteration 5Q (9446.046794 sec): 3 clusters Score: Raw -385090.015692 + Penalty 2599.131217 = -382490.884474 nChanged 79 SP:Iteration 6Q (9446.098891 sec): 3 clusters Score: Raw -385130.458043 + Penalty 2599.131217 = -382531.326825 nChanged 57 SP:Iteration 7Q (9446.151365 sec): 3 clusters Score: Raw -385158.289888 + Penalty 2599.131217 = -382559.158671 nChanged 48 SP:Iteration 8Q (9446.163162 sec): 3 clusters Score: Raw -385181.225257 + Penalty 2599.131217 = -382582.094039 nChanged 56 SP:Iteration 9Q (9446.177720 sec): 3 clusters Score: Raw -385212.104790 + Penalty 2599.131217 = -382612.973573 nChanged 67 SP:Iteration 10Q (9446.192381 sec): 3 clusters Score: Raw -385256.289960 + Penalty 2599.131217 = -382657.158742 nChanged 68 SP:Iteration 11Q (9446.206950 sec): 3 clusters Score: Raw -385300.396884 + Penalty 2599.131217 = -382701.265666 nChanged 70 SP:Iteration 12Q (9446.221441 sec): 3 clusters Score: Raw -385352.151260 + Penalty 2599.131217 = -382753.020042 nChanged 68 SP:Iteration 13Q (9446.236041 sec): 3 clusters Score: Raw -385406.811005 + Penalty 2599.131217 = -382807.679788 nChanged 71 SP:Iteration 14Q (9446.250602 sec): 3 clusters Score: Raw -385478.431733 + Penalty 2599.131217 = -382879.300516 nChanged 91 SP:Iteration 15Q (9446.265084 sec): 3 clusters Score: Raw -385547.713701 + Penalty 2599.131217 = -382948.582483 nChanged 63 SP:Iteration 16Q (9446.279589 sec): 3 clusters Score: Raw -385596.795573 + Penalty 2599.131217 = -382997.664355 nChanged 63 SP:Iteration 17Q (9446.293944 sec): 3 clusters Score: Raw -385654.041689 + Penalty 2599.131217 = -383054.910472 nChanged 68 SP:Iteration 18Q (9446.308263 sec): 3 clusters Score: Raw -385702.527051 + Penalty 2599.131217 = -383103.395834 nChanged 51 SP:Iteration 19Q (9446.322680 sec): 3 clusters Score: Raw -385737.913512 + Penalty 2599.131217 = -383138.782294 nChanged 53 SP:Iteration 20F (9446.337253 sec): 3 clusters Score: Raw -385774.871695 + Penalty 2599.131217 = -383175.740477 nChanged 34 SP:Iteration 21Q (9446.351610 sec): 3 clusters Score: Raw -385802.328332 + Penalty 2599.131217 = -383203.197115 nChanged 33 SP:Iteration 22Q (9446.365798 sec): 3 clusters Score: Raw -385816.602696 + Penalty 2599.131217 = -383217.471479 nChanged 19 SP:Iteration 23Q (9446.380106 sec): 3 clusters Score: Raw -385828.259796 + Penalty 2599.131217 = -383229.128579 nChanged 22 SP:Iteration 24Q (9446.394310 sec): 3 clusters Score: Raw -385839.186459 + Penalty 2599.131217 = -383240.055242 nChanged 14 SP:Iteration 25Q (9446.408498 sec): 3 clusters Score: Raw -385845.307520 + Penalty 2599.131217 = -383246.176302 nChanged 11 SP:Iteration 26Q (9446.422713 sec): 3 clusters Score: Raw -385851.042730 + Penalty 2599.131217 = -383251.911513 nChanged 15 SP:Iteration 27Q (9446.437018 sec): 3 clusters Score: Raw -385860.107806 + Penalty 2599.131217 = -383260.976588 nChanged 22 SP:Iteration 28Q (9446.451342 sec): 3 clusters Score: Raw -385869.128020 + Penalty 2599.131217 = -383269.996802 nChanged 10 SP:Iteration 29Q (9446.465598 sec): 3 clusters Score: Raw -385872.291971 + Penalty 2599.131217 = -383273.160754 nChanged 10 SP:Iteration 30Q (9446.479899 sec): 3 clusters Score: Raw -385878.186096 + Penalty 2599.131217 = -383279.054879 nChanged 6 SP:Iteration 31Q (9446.494168 sec): 3 clusters Score: Raw -385881.503864 + Penalty 2599.131217 = -383282.372647 nChanged 4 SP:Iteration 32Q (9446.508271 sec): 3 clusters Score: Raw -385883.166496 + Penalty 2599.131217 = -383284.035278 nChanged 2 SP:Iteration 33Q (9446.522521 sec): 3 clusters Score: Raw -385883.665046 + Penalty 2599.131217 = -383284.533829 nChanged 1 SP:Iteration 34Q (9446.536777 sec): 3 clusters Score: Raw -385884.919895 + Penalty 2599.131217 = -383285.788678 nChanged 4 SP:Iteration 35Q (9446.550954 sec): 3 clusters Score: Raw -385887.343484 + Penalty 2599.131217 = -383288.212267 nChanged 2 SP:Iteration 36Q (9446.565236 sec): 3 clusters Score: Raw -385888.231788 + Penalty 2599.131217 = -383289.100570 nChanged 2 SP:Iteration 37Q (9446.579530 sec): 3 clusters Score: Raw -385889.502179 + Penalty 2599.131217 = -383290.370961 nChanged 4 SP:Iteration 38Q (9446.593749 sec): 3 clusters Score: Raw -385890.758785 + Penalty 2599.131217 = -383291.627568 nChanged 3 SP:Iteration 39Q (9446.607986 sec): 3 clusters Score: Raw -385891.296060 + Penalty 2599.131217 = -383292.164843 nChanged 1 SP:Iteration 40F (9446.622560 sec): 3 clusters Score: Raw -385891.615729 + Penalty 2599.131217 = -383292.484512 nChanged 0 Trying to split cluster 14 (208 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9446.634299 sec): 2 clusters Score: Raw -20699.945866 + Penalty 867.349938 = -19832.595928 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9446.636181 sec): 3 clusters Score: Raw -20924.828986 + Penalty 1734.699876 = -19190.129110 nChanged 36 SP:Iteration 1F (9446.637815 sec): 3 clusters Score: Raw -21037.281364 + Penalty 1734.699876 = -19302.581488 nChanged 10 SP:Iteration 2Q (9446.639391 sec): 3 clusters Score: Raw -21065.439844 + Penalty 1734.699876 = -19330.739968 nChanged 4 SP:Iteration 3Q (9446.640960 sec): 3 clusters Score: Raw -21080.974961 + Penalty 1734.699876 = -19346.275085 nChanged 5 SP:Iteration 4Q (9446.642527 sec): 3 clusters Score: Raw -21100.357327 + Penalty 1734.699876 = -19365.657451 nChanged 4 SP:Iteration 5Q (9446.644078 sec): 3 clusters Score: Raw -21163.884165 + Penalty 1734.699876 = -19429.184289 nChanged 8 SP:Iteration 6Q (9446.645606 sec): 3 clusters Score: Raw -21252.611673 + Penalty 1734.699876 = -19517.911797 nChanged 4 SP:Iteration 7Q (9446.647136 sec): 3 clusters Score: Raw -21270.602517 + Penalty 1734.699876 = -19535.902641 nChanged 3 SP:Iteration 8Q (9446.648648 sec): 3 clusters Score: Raw -21365.120653 + Penalty 1734.699876 = -19630.420777 nChanged 2 SP:Iteration 9Q (9446.650180 sec): 3 clusters Score: Raw -21370.690595 + Penalty 1734.699876 = -19635.990719 nChanged 1 SP:Iteration 10Q (9446.651705 sec): 3 clusters Score: Raw -21379.261001 + Penalty 1734.699876 = -19644.561125 nChanged 2 SP:Iteration 11Q (9446.653220 sec): 3 clusters Score: Raw -21391.958260 + Penalty 1734.699876 = -19657.258384 nChanged 1 SP:Iteration 12Q (9446.654742 sec): 3 clusters Score: Raw -21397.798677 + Penalty 1734.699876 = -19663.098802 nChanged 1 SP:Iteration 13Q (9446.656265 sec): 3 clusters Score: Raw -21404.160738 + Penalty 1734.699876 = -19669.460863 nChanged 0 SP:Iteration 14F (9446.657867 sec): 3 clusters Score: Raw -21404.160738 + Penalty 1734.699876 = -19669.460863 nChanged 0 Trying to split cluster 15 (34071 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9446.711579 sec): 2 clusters Score: Raw -4502362.706776 + Penalty 1695.882803 = -4500666.823974 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9446.778528 sec): 3 clusters Score: Raw -4481133.545491 + Penalty 3391.765605 = -4477741.779886 nChanged 15763 SP:Iteration 1F (9446.840894 sec): 3 clusters Score: Raw -4490069.535245 + Penalty 3391.765605 = -4486677.769640 nChanged 1484 SP:Iteration 2Q (9446.905280 sec): 3 clusters Score: Raw -4490550.927656 + Penalty 3391.765605 = -4487159.162051 nChanged 1406 SP:Iteration 3Q (9446.969145 sec): 3 clusters Score: Raw -4491066.135853 + Penalty 3391.765605 = -4487674.370248 nChanged 1505 SP:Iteration 4Q (9447.032995 sec): 3 clusters Score: Raw -4491751.023206 + Penalty 3391.765605 = -4488359.257601 nChanged 1738 SP:Iteration 5F (9447.094881 sec): 3 clusters Score: Raw -4492723.297638 + Penalty 3391.765605 = -4489331.532033 nChanged 1993 SP:Iteration 6F (9447.156949 sec): 3 clusters Score: Raw -4494106.447385 + Penalty 3391.765605 = -4490714.681780 nChanged 2259 SP:Iteration 7F (9447.218890 sec): 3 clusters Score: Raw -4495824.802874 + Penalty 3391.765605 = -4492433.037269 nChanged 2197 SP:Iteration 8F (9447.280921 sec): 3 clusters Score: Raw -4497354.113312 + Penalty 3391.765605 = -4493962.347707 nChanged 1886 SP:Iteration 9F (9447.343085 sec): 3 clusters Score: Raw -4498457.141341 + Penalty 3391.765605 = -4495065.375736 nChanged 1491 SP:Iteration 10Q (9447.406084 sec): 3 clusters Score: Raw -4499174.606236 + Penalty 3391.765605 = -4495782.840631 nChanged 1095 SP:Iteration 11Q (9447.468430 sec): 3 clusters Score: Raw -4499565.217546 + Penalty 3391.765605 = -4496173.451941 nChanged 718 SP:Iteration 12Q (9447.530574 sec): 3 clusters Score: Raw -4499741.459559 + Penalty 3391.765605 = -4496349.693954 nChanged 480 SP:Iteration 13Q (9447.592333 sec): 3 clusters Score: Raw -4499850.630183 + Penalty 3391.765605 = -4496458.864578 nChanged 389 SP:Iteration 14Q (9447.654266 sec): 3 clusters Score: Raw -4499917.162226 + Penalty 3391.765605 = -4496525.396621 nChanged 303 SP:Iteration 15Q (9447.715815 sec): 3 clusters Score: Raw -4499965.672809 + Penalty 3391.765605 = -4496573.907204 nChanged 261 SP:Iteration 16Q (9447.777234 sec): 3 clusters Score: Raw -4500000.522514 + Penalty 3391.765605 = -4496608.756909 nChanged 232 SP:Iteration 17Q (9447.838786 sec): 3 clusters Score: Raw -4500030.623575 + Penalty 3391.765605 = -4496638.857970 nChanged 216 SP:Iteration 18Q (9447.900142 sec): 3 clusters Score: Raw -4500055.516298 + Penalty 3391.765605 = -4496663.750693 nChanged 169 SP:Iteration 19Q (9447.961521 sec): 3 clusters Score: Raw -4500075.199967 + Penalty 3391.765605 = -4496683.434362 nChanged 167 SP:Iteration 20F (9448.023140 sec): 3 clusters Score: Raw -4500092.849360 + Penalty 3391.765605 = -4496701.083755 nChanged 148 SP:Iteration 21Q (9448.085112 sec): 3 clusters Score: Raw -4500109.988760 + Penalty 3391.765605 = -4496718.223155 nChanged 156 SP:Iteration 22Q (9448.146535 sec): 3 clusters Score: Raw -4500126.498916 + Penalty 3391.765605 = -4496734.733311 nChanged 147 SP:Iteration 23Q (9448.207909 sec): 3 clusters Score: Raw -4500141.744619 + Penalty 3391.765605 = -4496749.979014 nChanged 140 SP:Iteration 24Q (9448.269328 sec): 3 clusters Score: Raw -4500153.888441 + Penalty 3391.765605 = -4496762.122836 nChanged 125 SP:Iteration 25Q (9448.330597 sec): 3 clusters Score: Raw -4500166.386107 + Penalty 3391.765605 = -4496774.620502 nChanged 139 SP:Iteration 26Q (9448.391850 sec): 3 clusters Score: Raw -4500179.397757 + Penalty 3391.765605 = -4496787.632152 nChanged 136 SP:Iteration 27Q (9448.453110 sec): 3 clusters Score: Raw -4500193.641647 + Penalty 3391.765605 = -4496801.876042 nChanged 134 SP:Iteration 28Q (9448.514448 sec): 3 clusters Score: Raw -4500207.832015 + Penalty 3391.765605 = -4496816.066410 nChanged 136 SP:Iteration 29Q (9448.575586 sec): 3 clusters Score: Raw -4500221.753853 + Penalty 3391.765605 = -4496829.988248 nChanged 135 SP:Iteration 30Q (9448.636914 sec): 3 clusters Score: Raw -4500234.210631 + Penalty 3391.765605 = -4496842.445026 nChanged 117 SP:Iteration 31Q (9448.698047 sec): 3 clusters Score: Raw -4500245.314747 + Penalty 3391.765605 = -4496853.549142 nChanged 126 SP:Iteration 32Q (9448.759040 sec): 3 clusters Score: Raw -4500256.059289 + Penalty 3391.765605 = -4496864.293684 nChanged 128 SP:Iteration 33Q (9448.844554 sec): 3 clusters Score: Raw -4500268.823701 + Penalty 3391.765605 = -4496877.058096 nChanged 146 SP:Iteration 34Q (9448.905452 sec): 3 clusters Score: Raw -4500283.344064 + Penalty 3391.765605 = -4496891.578459 nChanged 159 SP:Iteration 35Q (9448.966570 sec): 3 clusters Score: Raw -4500299.275279 + Penalty 3391.765605 = -4496907.509674 nChanged 139 SP:Iteration 36Q (9449.027480 sec): 3 clusters Score: Raw -4500313.166929 + Penalty 3391.765605 = -4496921.401324 nChanged 154 SP:Iteration 37Q (9449.088698 sec): 3 clusters Score: Raw -4500330.491928 + Penalty 3391.765605 = -4496938.726323 nChanged 154 SP:Iteration 38Q (9449.149748 sec): 3 clusters Score: Raw -4500348.263054 + Penalty 3391.765605 = -4496956.497449 nChanged 175 SP:Iteration 39Q (9449.210607 sec): 3 clusters Score: Raw -4500369.342000 + Penalty 3391.765605 = -4496977.576395 nChanged 190 SP:Iteration 40F (9449.272182 sec): 3 clusters Score: Raw -4500395.204121 + Penalty 3391.765605 = -4497003.438516 nChanged 208 SP:Iteration 41Q (9449.333782 sec): 3 clusters Score: Raw -4500421.475876 + Penalty 3391.765605 = -4497029.710271 nChanged 181 SP:Iteration 42Q (9449.395065 sec): 3 clusters Score: Raw -4500442.933952 + Penalty 3391.765605 = -4497051.168347 nChanged 182 SP:Iteration 43Q (9449.456129 sec): 3 clusters Score: Raw -4500465.295079 + Penalty 3391.765605 = -4497073.529474 nChanged 187 SP:Iteration 44Q (9449.517171 sec): 3 clusters Score: Raw -4500490.704381 + Penalty 3391.765605 = -4497098.938776 nChanged 203 SP:Iteration 45Q (9449.578272 sec): 3 clusters Score: Raw -4500517.697010 + Penalty 3391.765605 = -4497125.931405 nChanged 211 SP:Iteration 46Q (9449.639092 sec): 3 clusters Score: Raw -4500546.207849 + Penalty 3391.765605 = -4497154.442244 nChanged 198 SP:Iteration 47Q (9449.700124 sec): 3 clusters Score: Raw -4500573.258277 + Penalty 3391.765605 = -4497181.492672 nChanged 211 SP:Iteration 48Q (9449.761077 sec): 3 clusters Score: Raw -4500602.667464 + Penalty 3391.765605 = -4497210.901859 nChanged 221 SP:Iteration 49Q (9449.821843 sec): 3 clusters Score: Raw -4500631.800605 + Penalty 3391.765605 = -4497240.035000 nChanged 233 SP:Iteration 50Q (9449.882608 sec): 3 clusters Score: Raw -4500664.557442 + Penalty 3391.765605 = -4497272.791837 nChanged 223 SP:Iteration 51Q (9449.943151 sec): 3 clusters Score: Raw -4500695.980700 + Penalty 3391.765605 = -4497304.215095 nChanged 233 SP:Iteration 52Q (9450.003702 sec): 3 clusters Score: Raw -4500728.280007 + Penalty 3391.765605 = -4497336.514402 nChanged 227 SP:Iteration 53Q (9450.064065 sec): 3 clusters Score: Raw -4500758.158333 + Penalty 3391.765605 = -4497366.392728 nChanged 210 SP:Iteration 54Q (9450.124431 sec): 3 clusters Score: Raw -4500782.254869 + Penalty 3391.765605 = -4497390.489264 nChanged 194 SP:Iteration 55Q (9450.184652 sec): 3 clusters Score: Raw -4500804.119939 + Penalty 3391.765605 = -4497412.354334 nChanged 182 SP:Iteration 56Q (9450.244921 sec): 3 clusters Score: Raw -4500824.844682 + Penalty 3391.765605 = -4497433.079077 nChanged 174 SP:Iteration 57Q (9450.305102 sec): 3 clusters Score: Raw -4500842.601988 + Penalty 3391.765605 = -4497450.836383 nChanged 168 SP:Iteration 58Q (9450.365176 sec): 3 clusters Score: Raw -4500860.952844 + Penalty 3391.765605 = -4497469.187239 nChanged 172 SP:Iteration 59Q (9450.425086 sec): 3 clusters Score: Raw -4500883.882854 + Penalty 3391.765605 = -4497492.117249 nChanged 185 SP:Iteration 60F (9450.486670 sec): 3 clusters Score: Raw -4500910.150789 + Penalty 3391.765605 = -4497518.385184 nChanged 195 SP:Iteration 61Q (9450.547449 sec): 3 clusters Score: Raw -4500937.216270 + Penalty 3391.765605 = -4497545.450665 nChanged 193 SP:Iteration 62Q (9450.607487 sec): 3 clusters Score: Raw -4500963.155425 + Penalty 3391.765605 = -4497571.389820 nChanged 219 SP:Iteration 63Q (9450.667639 sec): 3 clusters Score: Raw -4500990.867967 + Penalty 3391.765605 = -4497599.102362 nChanged 211 SP:Iteration 64Q (9450.727620 sec): 3 clusters Score: Raw -4501016.043959 + Penalty 3391.765605 = -4497624.278354 nChanged 198 SP:Iteration 65Q (9450.787529 sec): 3 clusters Score: Raw -4501040.533663 + Penalty 3391.765605 = -4497648.768058 nChanged 200 SP:Iteration 66Q (9450.847287 sec): 3 clusters Score: Raw -4501066.461999 + Penalty 3391.765605 = -4497674.696394 nChanged 198 SP:Iteration 67Q (9450.906799 sec): 3 clusters Score: Raw -4501092.462637 + Penalty 3391.765605 = -4497700.697032 nChanged 206 SP:Iteration 68Q (9450.966531 sec): 3 clusters Score: Raw -4501118.628461 + Penalty 3391.765605 = -4497726.862856 nChanged 205 SP:Iteration 69Q (9451.026168 sec): 3 clusters Score: Raw -4501147.609172 + Penalty 3391.765605 = -4497755.843567 nChanged 216 SP:Iteration 70Q (9451.085784 sec): 3 clusters Score: Raw -4501180.157005 + Penalty 3391.765605 = -4497788.391400 nChanged 250 SP:Iteration 71Q (9451.145173 sec): 3 clusters Score: Raw -4501216.575458 + Penalty 3391.765605 = -4497824.809853 nChanged 233 SP:Iteration 72Q (9451.204431 sec): 3 clusters Score: Raw -4501248.910126 + Penalty 3391.765605 = -4497857.144521 nChanged 231 SP:Iteration 73Q (9451.263736 sec): 3 clusters Score: Raw -4501282.150774 + Penalty 3391.765605 = -4497890.385169 nChanged 244 SP:Iteration 74Q (9451.322785 sec): 3 clusters Score: Raw -4501321.649124 + Penalty 3391.765605 = -4497929.883519 nChanged 248 SP:Iteration 75Q (9451.381725 sec): 3 clusters Score: Raw -4501364.735756 + Penalty 3391.765605 = -4497972.970151 nChanged 245 SP:Iteration 76Q (9451.440711 sec): 3 clusters Score: Raw -4501407.494030 + Penalty 3391.765605 = -4498015.728425 nChanged 262 SP:Iteration 77Q (9451.499448 sec): 3 clusters Score: Raw -4501454.233771 + Penalty 3391.765605 = -4498062.468166 nChanged 240 SP:Iteration 78Q (9451.557874 sec): 3 clusters Score: Raw -4501491.602946 + Penalty 3391.765605 = -4498099.837341 nChanged 212 SP:Iteration 79Q (9451.616309 sec): 3 clusters Score: Raw -4501526.917589 + Penalty 3391.765605 = -4498135.151984 nChanged 230 SP:Iteration 80F (9451.678065 sec): 3 clusters Score: Raw -4501564.761004 + Penalty 3391.765605 = -4498172.995399 nChanged 213 SP:Iteration 81Q (9451.736955 sec): 3 clusters Score: Raw -4501599.455025 + Penalty 3391.765605 = -4498207.689420 nChanged 201 SP:Iteration 82Q (9451.795125 sec): 3 clusters Score: Raw -4501633.036916 + Penalty 3391.765605 = -4498241.271311 nChanged 210 SP:Iteration 83Q (9451.853297 sec): 3 clusters Score: Raw -4501669.405761 + Penalty 3391.765605 = -4498277.640156 nChanged 200 SP:Iteration 84Q (9451.911231 sec): 3 clusters Score: Raw -4501706.584877 + Penalty 3391.765605 = -4498314.819272 nChanged 205 SP:Iteration 85Q (9451.969250 sec): 3 clusters Score: Raw -4501744.033790 + Penalty 3391.765605 = -4498352.268185 nChanged 221 SP:Iteration 86Q (9452.027013 sec): 3 clusters Score: Raw -4501784.643851 + Penalty 3391.765605 = -4498392.878246 nChanged 213 SP:Iteration 87Q (9452.084539 sec): 3 clusters Score: Raw -4501826.491629 + Penalty 3391.765605 = -4498434.726024 nChanged 201 SP:Iteration 88Q (9452.141943 sec): 3 clusters Score: Raw -4501863.222215 + Penalty 3391.765605 = -4498471.456610 nChanged 196 SP:Iteration 89Q (9452.199333 sec): 3 clusters Score: Raw -4501897.413132 + Penalty 3391.765605 = -4498505.647527 nChanged 190 SP:Iteration 90Q (9452.256465 sec): 3 clusters Score: Raw -4501934.989082 + Penalty 3391.765605 = -4498543.223477 nChanged 197 SP:Iteration 91Q (9452.313464 sec): 3 clusters Score: Raw -4501974.106985 + Penalty 3391.765605 = -4498582.341380 nChanged 202 SP:Iteration 92Q (9452.372725 sec): 3 clusters Score: Raw -4502014.137525 + Penalty 3391.765605 = -4498622.371920 nChanged 190 SP:Iteration 93Q (9452.429578 sec): 3 clusters Score: Raw -4502051.118634 + Penalty 3391.765605 = -4498659.353029 nChanged 211 SP:Iteration 94Q (9452.486421 sec): 3 clusters Score: Raw -4502096.646145 + Penalty 3391.765605 = -4498704.880540 nChanged 202 SP:Iteration 95Q (9452.543035 sec): 3 clusters Score: Raw -4502141.148669 + Penalty 3391.765605 = -4498749.383064 nChanged 181 SP:Iteration 96Q (9452.599426 sec): 3 clusters Score: Raw -4502185.666828 + Penalty 3391.765605 = -4498793.901223 nChanged 231 SP:Iteration 97Q (9452.655879 sec): 3 clusters Score: Raw -4502244.913304 + Penalty 3391.765605 = -4498853.147699 nChanged 218 SP:Iteration 98Q (9452.725344 sec): 3 clusters Score: Raw -4502304.661984 + Penalty 3391.765605 = -4498912.896379 nChanged 211 SP:Iteration 99Q (9452.782098 sec): 3 clusters Score: Raw -4502360.373245 + Penalty 3391.765605 = -4498968.607640 nChanged 185 SP:Iteration 100F (9452.843747 sec): 3 clusters Score: Raw -4502415.039716 + Penalty 3391.765605 = -4499023.274111 nChanged 176 SP:Iteration 101Q (9452.900059 sec): 3 clusters Score: Raw -4502466.844105 + Penalty 3391.765605 = -4499075.078500 nChanged 148 SP:Iteration 102Q (9452.955545 sec): 3 clusters Score: Raw -4502507.536796 + Penalty 3391.765605 = -4499115.771191 nChanged 132 SP:Iteration 103Q (9453.011106 sec): 3 clusters Score: Raw -4502543.719770 + Penalty 3391.765605 = -4499151.954165 nChanged 113 SP:Iteration 104Q (9453.066511 sec): 3 clusters Score: Raw -4502577.454857 + Penalty 3391.765605 = -4499185.689252 nChanged 104 SP:Iteration 105Q (9453.121756 sec): 3 clusters Score: Raw -4502605.706563 + Penalty 3391.765605 = -4499213.940958 nChanged 98 SP:Iteration 106Q (9453.176794 sec): 3 clusters Score: Raw -4502637.821880 + Penalty 3391.765605 = -4499246.056275 nChanged 97 SP:Iteration 107Q (9453.231619 sec): 3 clusters Score: Raw -4502666.826040 + Penalty 3391.765605 = -4499275.060435 nChanged 100 SP:Iteration 108Q (9453.286643 sec): 3 clusters Score: Raw -4502699.204596 + Penalty 3391.765605 = -4499307.438991 nChanged 95 SP:Iteration 109Q (9453.341237 sec): 3 clusters Score: Raw -4502730.361904 + Penalty 3391.765605 = -4499338.596299 nChanged 93 SP:Iteration 110Q (9453.395818 sec): 3 clusters Score: Raw -4502759.621025 + Penalty 3391.765605 = -4499367.855420 nChanged 81 SP:Iteration 111Q (9453.450361 sec): 3 clusters Score: Raw -4502790.511765 + Penalty 3391.765605 = -4499398.746160 nChanged 64 SP:Iteration 112Q (9453.504645 sec): 3 clusters Score: Raw -4502815.497221 + Penalty 3391.765605 = -4499423.731616 nChanged 75 SP:Iteration 113Q (9453.559062 sec): 3 clusters Score: Raw -4502840.280213 + Penalty 3391.765605 = -4499448.514608 nChanged 62 SP:Iteration 114Q (9453.613303 sec): 3 clusters Score: Raw -4502859.028178 + Penalty 3391.765605 = -4499467.262573 nChanged 50 SP:Iteration 115Q (9453.667226 sec): 3 clusters Score: Raw -4502871.740851 + Penalty 3391.765605 = -4499479.975246 nChanged 43 SP:Iteration 116Q (9453.721305 sec): 3 clusters Score: Raw -4502881.393625 + Penalty 3391.765605 = -4499489.628020 nChanged 34 SP:Iteration 117Q (9453.775418 sec): 3 clusters Score: Raw -4502890.364314 + Penalty 3391.765605 = -4499498.598709 nChanged 31 SP:Iteration 118Q (9453.829302 sec): 3 clusters Score: Raw -4502898.105091 + Penalty 3391.765605 = -4499506.339486 nChanged 32 SP:Iteration 119Q (9453.883343 sec): 3 clusters Score: Raw -4502905.413779 + Penalty 3391.765605 = -4499513.648174 nChanged 27 SP:Iteration 120F (9453.944814 sec): 3 clusters Score: Raw -4502910.275413 + Penalty 3391.765605 = -4499518.509808 nChanged 23 SP:Iteration 121Q (9453.999332 sec): 3 clusters Score: Raw -4502914.898795 + Penalty 3391.765605 = -4499523.133190 nChanged 27 SP:Iteration 122Q (9454.053426 sec): 3 clusters Score: Raw -4502921.674493 + Penalty 3391.765605 = -4499529.908888 nChanged 24 SP:Iteration 123Q (9454.107401 sec): 3 clusters Score: Raw -4502925.979111 + Penalty 3391.765605 = -4499534.213506 nChanged 21 SP:Iteration 124Q (9454.161268 sec): 3 clusters Score: Raw -4502929.772746 + Penalty 3391.765605 = -4499538.007141 nChanged 21 SP:Iteration 125Q (9454.215233 sec): 3 clusters Score: Raw -4502934.725940 + Penalty 3391.765605 = -4499542.960335 nChanged 16 SP:Iteration 126Q (9454.269115 sec): 3 clusters Score: Raw -4502938.733944 + Penalty 3391.765605 = -4499546.968339 nChanged 25 SP:Iteration 127Q (9454.322808 sec): 3 clusters Score: Raw -4502946.447630 + Penalty 3391.765605 = -4499554.682025 nChanged 31 SP:Iteration 128Q (9454.376607 sec): 3 clusters Score: Raw -4502952.940234 + Penalty 3391.765605 = -4499561.174629 nChanged 26 SP:Iteration 129Q (9454.430208 sec): 3 clusters Score: Raw -4502959.241235 + Penalty 3391.765605 = -4499567.475630 nChanged 22 SP:Iteration 130Q (9454.483807 sec): 3 clusters Score: Raw -4502964.039344 + Penalty 3391.765605 = -4499572.273739 nChanged 22 SP:Iteration 131Q (9454.537516 sec): 3 clusters Score: Raw -4502967.713629 + Penalty 3391.765605 = -4499575.948024 nChanged 24 SP:Iteration 132Q (9454.591093 sec): 3 clusters Score: Raw -4502973.482114 + Penalty 3391.765605 = -4499581.716509 nChanged 28 SP:Iteration 133Q (9454.644612 sec): 3 clusters Score: Raw -4502979.456675 + Penalty 3391.765605 = -4499587.691070 nChanged 22 SP:Iteration 134Q (9454.698072 sec): 3 clusters Score: Raw -4502983.914695 + Penalty 3391.765605 = -4499592.149090 nChanged 17 SP:Iteration 135Q (9454.751481 sec): 3 clusters Score: Raw -4502987.203889 + Penalty 3391.765605 = -4499595.438284 nChanged 9 SP:Iteration 136Q (9454.804969 sec): 3 clusters Score: Raw -4502989.213612 + Penalty 3391.765605 = -4499597.448007 nChanged 15 SP:Iteration 137Q (9454.858444 sec): 3 clusters Score: Raw -4502992.913092 + Penalty 3391.765605 = -4499601.147487 nChanged 18 SP:Iteration 138Q (9454.911740 sec): 3 clusters Score: Raw -4502996.520426 + Penalty 3391.765605 = -4499604.754821 nChanged 22 SP:Iteration 139Q (9454.965336 sec): 3 clusters Score: Raw -4503000.374452 + Penalty 3391.765605 = -4499608.608847 nChanged 19 SP:Iteration 140F (9455.026905 sec): 3 clusters Score: Raw -4503005.314036 + Penalty 3391.765605 = -4499613.548431 nChanged 17 SP:Iteration 141Q (9455.081095 sec): 3 clusters Score: Raw -4503008.834953 + Penalty 3391.765605 = -4499617.069348 nChanged 15 SP:Iteration 142Q (9455.134530 sec): 3 clusters Score: Raw -4503012.814787 + Penalty 3391.765605 = -4499621.049182 nChanged 8 SP:Iteration 143Q (9455.188038 sec): 3 clusters Score: Raw -4503014.062995 + Penalty 3391.765605 = -4499622.297390 nChanged 4 SP:Iteration 144Q (9455.241352 sec): 3 clusters Score: Raw -4503015.035745 + Penalty 3391.765605 = -4499623.270140 nChanged 7 SP:Iteration 145Q (9455.294849 sec): 3 clusters Score: Raw -4503016.463254 + Penalty 3391.765605 = -4499624.697649 nChanged 7 SP:Iteration 146Q (9455.348249 sec): 3 clusters Score: Raw -4503017.212259 + Penalty 3391.765605 = -4499625.446654 nChanged 3 SP:Iteration 147Q (9455.401686 sec): 3 clusters Score: Raw -4503017.781225 + Penalty 3391.765605 = -4499626.015620 nChanged 3 SP:Iteration 148Q (9455.455104 sec): 3 clusters Score: Raw -4503018.174271 + Penalty 3391.765605 = -4499626.408666 nChanged 0 SP:Iteration 149F (9455.516545 sec): 3 clusters Score: Raw -4503018.174271 + Penalty 3391.765605 = -4499626.408666 nChanged 0 Trying to split cluster 16 (6590 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9455.533911 sec): 2 clusters Score: Raw -897288.097391 + Penalty 1428.912652 = -895859.184739 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9455.558546 sec): 3 clusters Score: Raw -893769.710492 + Penalty 2857.825304 = -890911.885188 nChanged 2668 SP:Iteration 1F (9455.582430 sec): 3 clusters Score: Raw -895261.791001 + Penalty 2857.825304 = -892403.965697 nChanged 471 SP:Iteration 2F (9455.606431 sec): 3 clusters Score: Raw -895542.576713 + Penalty 2857.825304 = -892684.751409 nChanged 423 SP:Iteration 3F (9455.630522 sec): 3 clusters Score: Raw -895794.481408 + Penalty 2857.825304 = -892936.656104 nChanged 373 SP:Iteration 4F (9455.654630 sec): 3 clusters Score: Raw -896008.011756 + Penalty 2857.825304 = -893150.186453 nChanged 334 SP:Iteration 5F (9455.678825 sec): 3 clusters Score: Raw -896203.680914 + Penalty 2857.825304 = -893345.855610 nChanged 320 SP:Iteration 6Q (9455.702966 sec): 3 clusters Score: Raw -896396.315688 + Penalty 2857.825304 = -893538.490384 nChanged 300 SP:Iteration 7Q (9455.727035 sec): 3 clusters Score: Raw -896574.288164 + Penalty 2857.825304 = -893716.462860 nChanged 277 SP:Iteration 8Q (9455.751027 sec): 3 clusters Score: Raw -896742.252032 + Penalty 2857.825304 = -893884.426728 nChanged 237 SP:Iteration 9Q (9455.774869 sec): 3 clusters Score: Raw -896877.308161 + Penalty 2857.825304 = -894019.482857 nChanged 180 SP:Iteration 10Q (9455.798716 sec): 3 clusters Score: Raw -896973.375464 + Penalty 2857.825304 = -894115.550160 nChanged 149 SP:Iteration 11Q (9455.822534 sec): 3 clusters Score: Raw -897056.361428 + Penalty 2857.825304 = -894198.536124 nChanged 154 SP:Iteration 12Q (9455.846353 sec): 3 clusters Score: Raw -897143.379005 + Penalty 2857.825304 = -894285.553701 nChanged 113 SP:Iteration 13Q (9455.870423 sec): 3 clusters Score: Raw -897207.399717 + Penalty 2857.825304 = -894349.574413 nChanged 122 SP:Iteration 14Q (9455.894150 sec): 3 clusters Score: Raw -897277.025541 + Penalty 2857.825304 = -894419.200238 nChanged 103 SP:Iteration 15Q (9455.918040 sec): 3 clusters Score: Raw -897332.300937 + Penalty 2857.825304 = -894474.475633 nChanged 84 SP:Iteration 16Q (9455.941971 sec): 3 clusters Score: Raw -897374.776358 + Penalty 2857.825304 = -894516.951054 nChanged 82 SP:Iteration 17Q (9455.965511 sec): 3 clusters Score: Raw -897416.055012 + Penalty 2857.825304 = -894558.229708 nChanged 67 SP:Iteration 18Q (9455.989033 sec): 3 clusters Score: Raw -897448.321345 + Penalty 2857.825304 = -894590.496041 nChanged 56 SP:Iteration 19Q (9456.012648 sec): 3 clusters Score: Raw -897471.282136 + Penalty 2857.825304 = -894613.456832 nChanged 42 SP:Iteration 20F (9456.036681 sec): 3 clusters Score: Raw -897490.489569 + Penalty 2857.825304 = -894632.664265 nChanged 41 SP:Iteration 21Q (9456.059907 sec): 3 clusters Score: Raw -897513.264166 + Penalty 2857.825304 = -894655.438862 nChanged 43 SP:Iteration 22Q (9456.083150 sec): 3 clusters Score: Raw -897539.500602 + Penalty 2857.825304 = -894681.675298 nChanged 47 SP:Iteration 23Q (9456.106264 sec): 3 clusters Score: Raw -897560.301697 + Penalty 2857.825304 = -894702.476393 nChanged 30 SP:Iteration 24Q (9456.129381 sec): 3 clusters Score: Raw -897574.470521 + Penalty 2857.825304 = -894716.645217 nChanged 25 SP:Iteration 25Q (9456.152433 sec): 3 clusters Score: Raw -897587.461996 + Penalty 2857.825304 = -894729.636692 nChanged 26 SP:Iteration 26Q (9456.175510 sec): 3 clusters Score: Raw -897600.287767 + Penalty 2857.825304 = -894742.462463 nChanged 23 SP:Iteration 27Q (9456.198329 sec): 3 clusters Score: Raw -897610.041351 + Penalty 2857.825304 = -894752.216047 nChanged 21 SP:Iteration 28Q (9456.221164 sec): 3 clusters Score: Raw -897616.972277 + Penalty 2857.825304 = -894759.146974 nChanged 22 SP:Iteration 29Q (9456.243943 sec): 3 clusters Score: Raw -897625.458269 + Penalty 2857.825304 = -894767.632965 nChanged 17 SP:Iteration 30Q (9456.266850 sec): 3 clusters Score: Raw -897632.666828 + Penalty 2857.825304 = -894774.841524 nChanged 13 SP:Iteration 31Q (9456.289828 sec): 3 clusters Score: Raw -897638.053765 + Penalty 2857.825304 = -894780.228461 nChanged 9 SP:Iteration 32Q (9456.312464 sec): 3 clusters Score: Raw -897640.614368 + Penalty 2857.825304 = -894782.789064 nChanged 7 SP:Iteration 33Q (9456.335284 sec): 3 clusters Score: Raw -897641.822801 + Penalty 2857.825304 = -894783.997497 nChanged 2 SP:Iteration 34Q (9456.358115 sec): 3 clusters Score: Raw -897642.684200 + Penalty 2857.825304 = -894784.858897 nChanged 3 SP:Iteration 35Q (9456.381051 sec): 3 clusters Score: Raw -897643.863453 + Penalty 2857.825304 = -894786.038149 nChanged 4 SP:Iteration 36Q (9456.403915 sec): 3 clusters Score: Raw -897645.409629 + Penalty 2857.825304 = -894787.584325 nChanged 2 SP:Iteration 37Q (9456.426583 sec): 3 clusters Score: Raw -897646.020388 + Penalty 2857.825304 = -894788.195084 nChanged 2 SP:Iteration 38Q (9456.449256 sec): 3 clusters Score: Raw -897646.812339 + Penalty 2857.825304 = -894788.987036 nChanged 2 SP:Iteration 39Q (9456.471928 sec): 3 clusters Score: Raw -897647.562815 + Penalty 2857.825304 = -894789.737511 nChanged 3 SP:Iteration 40F (9456.495972 sec): 3 clusters Score: Raw -897648.125420 + Penalty 2857.825304 = -894790.300116 nChanged 5 SP:Iteration 41Q (9456.518943 sec): 3 clusters Score: Raw -897650.265283 + Penalty 2857.825304 = -894792.439979 nChanged 2 SP:Iteration 42Q (9456.541749 sec): 3 clusters Score: Raw -897650.831416 + Penalty 2857.825304 = -894793.006112 nChanged 3 SP:Iteration 43Q (9456.564379 sec): 3 clusters Score: Raw -897652.488327 + Penalty 2857.825304 = -894794.663023 nChanged 4 SP:Iteration 44Q (9456.587249 sec): 3 clusters Score: Raw -897654.453486 + Penalty 2857.825304 = -894796.628182 nChanged 4 SP:Iteration 45Q (9456.610081 sec): 3 clusters Score: Raw -897657.575199 + Penalty 2857.825304 = -894799.749895 nChanged 6 SP:Iteration 46Q (9456.632793 sec): 3 clusters Score: Raw -897659.318352 + Penalty 2857.825304 = -894801.493048 nChanged 2 SP:Iteration 47Q (9456.655324 sec): 3 clusters Score: Raw -897659.887651 + Penalty 2857.825304 = -894802.062347 nChanged 4 SP:Iteration 48Q (9456.678019 sec): 3 clusters Score: Raw -897661.811294 + Penalty 2857.825304 = -894803.985990 nChanged 4 SP:Iteration 49Q (9456.700827 sec): 3 clusters Score: Raw -897662.838370 + Penalty 2857.825304 = -894805.013066 nChanged 2 SP:Iteration 50Q (9456.723509 sec): 3 clusters Score: Raw -897663.800417 + Penalty 2857.825304 = -894805.975113 nChanged 2 SP:Iteration 51Q (9456.746190 sec): 3 clusters Score: Raw -897664.709897 + Penalty 2857.825304 = -894806.884593 nChanged 2 SP:Iteration 52Q (9456.768804 sec): 3 clusters Score: Raw -897665.425169 + Penalty 2857.825304 = -894807.599865 nChanged 0 SP:Iteration 53F (9456.792870 sec): 3 clusters Score: Raw -897665.425169 + Penalty 2857.825304 = -894807.599865 nChanged 0 Trying to split cluster 17 (3446 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9456.809913 sec): 2 clusters Score: Raw -381800.320690 + Penalty 1323.557530 = -380476.763160 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9456.828182 sec): 3 clusters Score: Raw -380188.412104 + Penalty 2647.115061 = -377541.297044 nChanged 1373 SP:Iteration 1F (9456.845345 sec): 3 clusters Score: Raw -381146.637231 + Penalty 2647.115061 = -378499.522171 nChanged 316 SP:Iteration 2F (9456.862337 sec): 3 clusters Score: Raw -381431.896743 + Penalty 2647.115061 = -378784.781682 nChanged 267 SP:Iteration 3F (9456.879339 sec): 3 clusters Score: Raw -381675.253815 + Penalty 2647.115061 = -379028.138754 nChanged 197 SP:Iteration 4F (9456.896466 sec): 3 clusters Score: Raw -381831.272397 + Penalty 2647.115061 = -379184.157337 nChanged 138 SP:Iteration 5Q (9456.913516 sec): 3 clusters Score: Raw -381912.883806 + Penalty 2647.115061 = -379265.768746 nChanged 93 SP:Iteration 6Q (9456.930399 sec): 3 clusters Score: Raw -381954.690525 + Penalty 2647.115061 = -379307.575464 nChanged 68 SP:Iteration 7Q (9456.947427 sec): 3 clusters Score: Raw -381983.163236 + Penalty 2647.115061 = -379336.048176 nChanged 49 SP:Iteration 8Q (9456.964455 sec): 3 clusters Score: Raw -381996.997516 + Penalty 2647.115061 = -379349.882456 nChanged 34 SP:Iteration 9Q (9456.981450 sec): 3 clusters Score: Raw -382013.368595 + Penalty 2647.115061 = -379366.253534 nChanged 33 SP:Iteration 10Q (9456.998333 sec): 3 clusters Score: Raw -382029.486536 + Penalty 2647.115061 = -379382.371476 nChanged 38 SP:Iteration 11Q (9457.015361 sec): 3 clusters Score: Raw -382042.078181 + Penalty 2647.115061 = -379394.963121 nChanged 24 SP:Iteration 12Q (9457.032394 sec): 3 clusters Score: Raw -382048.801712 + Penalty 2647.115061 = -379401.686651 nChanged 9 SP:Iteration 13Q (9457.049391 sec): 3 clusters Score: Raw -382051.275263 + Penalty 2647.115061 = -379404.160202 nChanged 9 SP:Iteration 14Q (9457.066380 sec): 3 clusters Score: Raw -382054.159511 + Penalty 2647.115061 = -379407.044450 nChanged 10 SP:Iteration 15Q (9457.083383 sec): 3 clusters Score: Raw -382057.228406 + Penalty 2647.115061 = -379410.113346 nChanged 9 SP:Iteration 16Q (9457.100227 sec): 3 clusters Score: Raw -382061.319313 + Penalty 2647.115061 = -379414.204253 nChanged 18 SP:Iteration 17Q (9457.117265 sec): 3 clusters Score: Raw -382066.976088 + Penalty 2647.115061 = -379419.861028 nChanged 13 SP:Iteration 18Q (9457.167834 sec): 3 clusters Score: Raw -382071.733591 + Penalty 2647.115061 = -379424.618531 nChanged 12 SP:Iteration 19Q (9457.183479 sec): 3 clusters Score: Raw -382075.194172 + Penalty 2647.115061 = -379428.079111 nChanged 9 SP:Iteration 20F (9457.200439 sec): 3 clusters Score: Raw -382078.443531 + Penalty 2647.115061 = -379431.328470 nChanged 8 SP:Iteration 21Q (9457.217447 sec): 3 clusters Score: Raw -382080.319727 + Penalty 2647.115061 = -379433.204666 nChanged 7 SP:Iteration 22Q (9457.234481 sec): 3 clusters Score: Raw -382081.908403 + Penalty 2647.115061 = -379434.793342 nChanged 2 SP:Iteration 23Q (9457.252020 sec): 3 clusters Score: Raw -382082.265846 + Penalty 2647.115061 = -379435.150786 nChanged 1 SP:Iteration 24Q (9457.268930 sec): 3 clusters Score: Raw -382082.542625 + Penalty 2647.115061 = -379435.427565 nChanged 1 SP:Iteration 25Q (9457.285899 sec): 3 clusters Score: Raw -382082.718400 + Penalty 2647.115061 = -379435.603340 nChanged 1 SP:Iteration 26Q (9457.302936 sec): 3 clusters Score: Raw -382083.141534 + Penalty 2647.115061 = -379436.026474 nChanged 1 SP:Iteration 27Q (9457.319889 sec): 3 clusters Score: Raw -382083.392252 + Penalty 2647.115061 = -379436.277192 nChanged 2 SP:Iteration 28Q (9457.336764 sec): 3 clusters Score: Raw -382083.749574 + Penalty 2647.115061 = -379436.634514 nChanged 2 SP:Iteration 29Q (9457.353725 sec): 3 clusters Score: Raw -382084.167823 + Penalty 2647.115061 = -379437.052763 nChanged 0 SP:Iteration 30F (9457.370702 sec): 3 clusters Score: Raw -382084.167823 + Penalty 2647.115061 = -379437.052763 nChanged 0 Trying to split cluster 18 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9457.390972 sec): 2 clusters Score: Raw -833023.909406 + Penalty 1417.842155 = -831606.067250 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9457.413731 sec): 3 clusters Score: Raw -829677.760815 + Penalty 2835.684311 = -826842.076504 nChanged 2531 SP:Iteration 1F (9457.436134 sec): 3 clusters Score: Raw -830973.024593 + Penalty 2835.684311 = -828137.340282 nChanged 439 SP:Iteration 2F (9457.458818 sec): 3 clusters Score: Raw -831200.179893 + Penalty 2835.684311 = -828364.495582 nChanged 317 SP:Iteration 3F (9457.481078 sec): 3 clusters Score: Raw -831384.556499 + Penalty 2835.684311 = -828548.872188 nChanged 318 SP:Iteration 4F (9457.503553 sec): 3 clusters Score: Raw -831583.510350 + Penalty 2835.684311 = -828747.826039 nChanged 314 SP:Iteration 5F (9457.525963 sec): 3 clusters Score: Raw -831793.831695 + Penalty 2835.684311 = -828958.147384 nChanged 313 SP:Iteration 6F (9457.548440 sec): 3 clusters Score: Raw -832020.771134 + Penalty 2835.684311 = -829185.086823 nChanged 302 SP:Iteration 7Q (9457.570916 sec): 3 clusters Score: Raw -832229.990088 + Penalty 2835.684311 = -829394.305777 nChanged 275 SP:Iteration 8Q (9457.593118 sec): 3 clusters Score: Raw -832427.815702 + Penalty 2835.684311 = -829592.131391 nChanged 231 SP:Iteration 9Q (9457.615339 sec): 3 clusters Score: Raw -832601.234976 + Penalty 2835.684311 = -829765.550665 nChanged 186 SP:Iteration 10Q (9457.637376 sec): 3 clusters Score: Raw -832738.215553 + Penalty 2835.684311 = -829902.531242 nChanged 143 SP:Iteration 11Q (9457.659262 sec): 3 clusters Score: Raw -832850.278527 + Penalty 2835.684311 = -830014.594216 nChanged 108 SP:Iteration 12Q (9457.680812 sec): 3 clusters Score: Raw -832923.678960 + Penalty 2835.684311 = -830087.994649 nChanged 97 SP:Iteration 13Q (9457.702506 sec): 3 clusters Score: Raw -832988.520577 + Penalty 2835.684311 = -830152.836267 nChanged 68 SP:Iteration 14Q (9457.723997 sec): 3 clusters Score: Raw -833046.656248 + Penalty 2835.684311 = -830210.971938 nChanged 64 SP:Iteration 15Q (9457.745522 sec): 3 clusters Score: Raw -833095.128393 + Penalty 2835.684311 = -830259.444082 nChanged 56 SP:Iteration 16Q (9457.766692 sec): 3 clusters Score: Raw -833133.255304 + Penalty 2835.684311 = -830297.570993 nChanged 30 SP:Iteration 17Q (9457.787794 sec): 3 clusters Score: Raw -833154.843030 + Penalty 2835.684311 = -830319.158719 nChanged 28 SP:Iteration 18Q (9457.808950 sec): 3 clusters Score: Raw -833175.579830 + Penalty 2835.684311 = -830339.895519 nChanged 29 SP:Iteration 19Q (9457.829860 sec): 3 clusters Score: Raw -833195.566848 + Penalty 2835.684311 = -830359.882537 nChanged 16 SP:Iteration 20F (9457.852527 sec): 3 clusters Score: Raw -833208.799152 + Penalty 2835.684311 = -830373.114841 nChanged 15 SP:Iteration 21Q (9457.873346 sec): 3 clusters Score: Raw -833220.385376 + Penalty 2835.684311 = -830384.701065 nChanged 13 SP:Iteration 22Q (9457.894217 sec): 3 clusters Score: Raw -833228.989861 + Penalty 2835.684311 = -830393.305550 nChanged 10 SP:Iteration 23Q (9457.915052 sec): 3 clusters Score: Raw -833234.454559 + Penalty 2835.684311 = -830398.770248 nChanged 9 SP:Iteration 24Q (9457.936001 sec): 3 clusters Score: Raw -833241.237875 + Penalty 2835.684311 = -830405.553565 nChanged 5 SP:Iteration 25Q (9457.956899 sec): 3 clusters Score: Raw -833244.411667 + Penalty 2835.684311 = -830408.727356 nChanged 3 SP:Iteration 26Q (9457.977733 sec): 3 clusters Score: Raw -833245.428751 + Penalty 2835.684311 = -830409.744440 nChanged 4 SP:Iteration 27Q (9457.998642 sec): 3 clusters Score: Raw -833248.253469 + Penalty 2835.684311 = -830412.569158 nChanged 6 SP:Iteration 28Q (9458.019594 sec): 3 clusters Score: Raw -833252.875261 + Penalty 2835.684311 = -830417.190950 nChanged 8 SP:Iteration 29Q (9458.040557 sec): 3 clusters Score: Raw -833257.317652 + Penalty 2835.684311 = -830421.633342 nChanged 1 SP:Iteration 30Q (9458.061441 sec): 3 clusters Score: Raw -833258.262460 + Penalty 2835.684311 = -830422.578149 nChanged 1 SP:Iteration 31Q (9458.082015 sec): 3 clusters Score: Raw -833259.529822 + Penalty 2835.684311 = -830423.845511 nChanged 0 SP:Iteration 32F (9458.104613 sec): 3 clusters Score: Raw -833259.529822 + Penalty 2835.684311 = -830423.845511 nChanged 0 Trying to split cluster 19 (93213 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9458.228115 sec): 2 clusters Score: Raw -12136722.340821 + Penalty 1859.429402 = -12134862.911418 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9458.378622 sec): 3 clusters Score: Raw -12076159.789940 + Penalty 3718.858805 = -12072440.931135 nChanged 44637 SP:Iteration 1F (9458.527304 sec): 3 clusters Score: Raw -12103473.242733 + Penalty 3718.858805 = -12099754.383928 nChanged 4308 SP:Iteration 2Q (9458.686619 sec): 3 clusters Score: Raw -12105235.416562 + Penalty 3718.858805 = -12101516.557757 nChanged 4896 SP:Iteration 3F (9458.835175 sec): 3 clusters Score: Raw -12107685.518824 + Penalty 3718.858805 = -12103966.660019 nChanged 5665 SP:Iteration 4F (9459.012318 sec): 3 clusters Score: Raw -12111371.934810 + Penalty 3718.858805 = -12107653.076005 nChanged 6200 SP:Iteration 5F (9459.161642 sec): 3 clusters Score: Raw -12116232.753163 + Penalty 3718.858805 = -12112513.894358 nChanged 6360 SP:Iteration 6F (9459.309968 sec): 3 clusters Score: Raw -12121519.467981 + Penalty 3718.858805 = -12117800.609177 nChanged 5368 SP:Iteration 7F (9459.458530 sec): 3 clusters Score: Raw -12125428.827660 + Penalty 3718.858805 = -12121709.968855 nChanged 3869 SP:Iteration 8Q (9459.611213 sec): 3 clusters Score: Raw -12127522.282993 + Penalty 3718.858805 = -12123803.424188 nChanged 2581 SP:Iteration 9Q (9459.760523 sec): 3 clusters Score: Raw -12128654.614988 + Penalty 3718.858805 = -12124935.756183 nChanged 1885 SP:Iteration 10Q (9459.907774 sec): 3 clusters Score: Raw -12129449.618610 + Penalty 3718.858805 = -12125730.759805 nChanged 1572 SP:Iteration 11Q (9460.052941 sec): 3 clusters Score: Raw -12130112.374193 + Penalty 3718.858805 = -12126393.515388 nChanged 1390 SP:Iteration 12Q (9460.196753 sec): 3 clusters Score: Raw -12130732.018621 + Penalty 3718.858805 = -12127013.159816 nChanged 1318 SP:Iteration 13Q (9460.339374 sec): 3 clusters Score: Raw -12131355.382702 + Penalty 3718.858805 = -12127636.523897 nChanged 1245 SP:Iteration 14Q (9460.480705 sec): 3 clusters Score: Raw -12131969.118139 + Penalty 3718.858805 = -12128250.259334 nChanged 1142 SP:Iteration 15Q (9460.620564 sec): 3 clusters Score: Raw -12132532.000707 + Penalty 3718.858805 = -12128813.141903 nChanged 1053 SP:Iteration 16Q (9460.759482 sec): 3 clusters Score: Raw -12133079.148672 + Penalty 3718.858805 = -12129360.289867 nChanged 1042 SP:Iteration 17Q (9460.897260 sec): 3 clusters Score: Raw -12133619.277611 + Penalty 3718.858805 = -12129900.418806 nChanged 976 SP:Iteration 18Q (9461.044112 sec): 3 clusters Score: Raw -12134112.127704 + Penalty 3718.858805 = -12130393.268900 nChanged 909 SP:Iteration 19Q (9461.180037 sec): 3 clusters Score: Raw -12134541.515184 + Penalty 3718.858805 = -12130822.656380 nChanged 812 SP:Iteration 20F (9461.328940 sec): 3 clusters Score: Raw -12134890.231680 + Penalty 3718.858805 = -12131171.372875 nChanged 685 SP:Iteration 21Q (9461.462993 sec): 3 clusters Score: Raw -12135171.451597 + Penalty 3718.858805 = -12131452.592793 nChanged 607 SP:Iteration 22Q (9461.596672 sec): 3 clusters Score: Raw -12135385.524145 + Penalty 3718.858805 = -12131666.665340 nChanged 552 SP:Iteration 23Q (9461.729827 sec): 3 clusters Score: Raw -12135547.931500 + Penalty 3718.858805 = -12131829.072696 nChanged 474 SP:Iteration 24Q (9461.862394 sec): 3 clusters Score: Raw -12135688.586908 + Penalty 3718.858805 = -12131969.728103 nChanged 441 SP:Iteration 25Q (9461.994441 sec): 3 clusters Score: Raw -12135812.570606 + Penalty 3718.858805 = -12132093.711802 nChanged 382 SP:Iteration 26Q (9462.126077 sec): 3 clusters Score: Raw -12135906.165850 + Penalty 3718.858805 = -12132187.307045 nChanged 319 SP:Iteration 27Q (9462.257495 sec): 3 clusters Score: Raw -12135981.458356 + Penalty 3718.858805 = -12132262.599552 nChanged 345 SP:Iteration 28Q (9462.388547 sec): 3 clusters Score: Raw -12136056.845662 + Penalty 3718.858805 = -12132337.986858 nChanged 302 SP:Iteration 29Q (9462.519066 sec): 3 clusters Score: Raw -12136120.945647 + Penalty 3718.858805 = -12132402.086842 nChanged 278 SP:Iteration 30Q (9462.649447 sec): 3 clusters Score: Raw -12136173.700244 + Penalty 3718.858805 = -12132454.841439 nChanged 239 SP:Iteration 31Q (9462.779446 sec): 3 clusters Score: Raw -12136214.285324 + Penalty 3718.858805 = -12132495.426519 nChanged 237 SP:Iteration 32Q (9462.909155 sec): 3 clusters Score: Raw -12136254.231725 + Penalty 3718.858805 = -12132535.372920 nChanged 211 SP:Iteration 33Q (9463.038891 sec): 3 clusters Score: Raw -12136287.467496 + Penalty 3718.858805 = -12132568.608692 nChanged 193 SP:Iteration 34Q (9463.168333 sec): 3 clusters Score: Raw -12136315.822007 + Penalty 3718.858805 = -12132596.963202 nChanged 181 SP:Iteration 35Q (9463.298356 sec): 3 clusters Score: Raw -12136340.773981 + Penalty 3718.858805 = -12132621.915177 nChanged 178 SP:Iteration 36Q (9463.458294 sec): 3 clusters Score: Raw -12136365.062563 + Penalty 3718.858805 = -12132646.203759 nChanged 157 SP:Iteration 37Q (9463.606709 sec): 3 clusters Score: Raw -12136385.637163 + Penalty 3718.858805 = -12132666.778358 nChanged 146 SP:Iteration 38Q (9463.765118 sec): 3 clusters Score: Raw -12136404.261724 + Penalty 3718.858805 = -12132685.402919 nChanged 120 SP:Iteration 39Q (9463.917901 sec): 3 clusters Score: Raw -12136418.700602 + Penalty 3718.858805 = -12132699.841797 nChanged 126 SP:Iteration 40F (9464.103136 sec): 3 clusters Score: Raw -12136434.206966 + Penalty 3718.858805 = -12132715.348161 nChanged 125 SP:Iteration 41Q (9464.260296 sec): 3 clusters Score: Raw -12136451.165708 + Penalty 3718.858805 = -12132732.306904 nChanged 139 SP:Iteration 42Q (9464.390034 sec): 3 clusters Score: Raw -12136470.565083 + Penalty 3718.858805 = -12132751.706279 nChanged 152 SP:Iteration 43Q (9464.518167 sec): 3 clusters Score: Raw -12136492.738395 + Penalty 3718.858805 = -12132773.879590 nChanged 148 SP:Iteration 44Q (9464.646264 sec): 3 clusters Score: Raw -12136514.973044 + Penalty 3718.858805 = -12132796.114239 nChanged 136 SP:Iteration 45Q (9464.774326 sec): 3 clusters Score: Raw -12136534.656779 + Penalty 3718.858805 = -12132815.797974 nChanged 136 SP:Iteration 46Q (9464.902112 sec): 3 clusters Score: Raw -12136555.032808 + Penalty 3718.858805 = -12132836.174003 nChanged 124 SP:Iteration 47Q (9465.029890 sec): 3 clusters Score: Raw -12136571.377528 + Penalty 3718.858805 = -12132852.518723 nChanged 103 SP:Iteration 48Q (9465.157468 sec): 3 clusters Score: Raw -12136584.595745 + Penalty 3718.858805 = -12132865.736940 nChanged 115 SP:Iteration 49Q (9465.284940 sec): 3 clusters Score: Raw -12136600.223267 + Penalty 3718.858805 = -12132881.364463 nChanged 127 SP:Iteration 50Q (9465.412448 sec): 3 clusters Score: Raw -12136617.366284 + Penalty 3718.858805 = -12132898.507479 nChanged 119 SP:Iteration 51Q (9465.539741 sec): 3 clusters Score: Raw -12136634.317093 + Penalty 3718.858805 = -12132915.458288 nChanged 114 SP:Iteration 52Q (9465.666915 sec): 3 clusters Score: Raw -12136650.705684 + Penalty 3718.858805 = -12132931.846879 nChanged 119 SP:Iteration 53Q (9465.794064 sec): 3 clusters Score: Raw -12136668.521516 + Penalty 3718.858805 = -12132949.662712 nChanged 119 SP:Iteration 54Q (9465.921045 sec): 3 clusters Score: Raw -12136685.194390 + Penalty 3718.858805 = -12132966.335585 nChanged 110 SP:Iteration 55Q (9466.047951 sec): 3 clusters Score: Raw -12136701.609666 + Penalty 3718.858805 = -12132982.750861 nChanged 104 SP:Iteration 56Q (9466.174878 sec): 3 clusters Score: Raw -12136717.370281 + Penalty 3718.858805 = -12132998.511476 nChanged 95 SP:Iteration 57Q (9466.301624 sec): 3 clusters Score: Raw -12136731.023130 + Penalty 3718.858805 = -12133012.164326 nChanged 89 SP:Iteration 58Q (9466.428327 sec): 3 clusters Score: Raw -12136743.106028 + Penalty 3718.858805 = -12133024.247223 nChanged 84 SP:Iteration 59Q (9466.554880 sec): 3 clusters Score: Raw -12136753.518394 + Penalty 3718.858805 = -12133034.659590 nChanged 87 SP:Iteration 60F (9466.703639 sec): 3 clusters Score: Raw -12136765.463677 + Penalty 3718.858805 = -12133046.604872 nChanged 83 SP:Iteration 61Q (9466.830093 sec): 3 clusters Score: Raw -12136776.629928 + Penalty 3718.858805 = -12133057.771123 nChanged 82 SP:Iteration 62Q (9466.956336 sec): 3 clusters Score: Raw -12136787.225004 + Penalty 3718.858805 = -12133068.366199 nChanged 69 SP:Iteration 63Q (9467.082512 sec): 3 clusters Score: Raw -12136795.308551 + Penalty 3718.858805 = -12133076.449746 nChanged 63 SP:Iteration 64Q (9467.242929 sec): 3 clusters Score: Raw -12136802.822242 + Penalty 3718.858805 = -12133083.963437 nChanged 69 SP:Iteration 65Q (9467.376317 sec): 3 clusters Score: Raw -12136811.580587 + Penalty 3718.858805 = -12133092.721782 nChanged 55 SP:Iteration 66Q (9467.505310 sec): 3 clusters Score: Raw -12136818.812873 + Penalty 3718.858805 = -12133099.954068 nChanged 72 SP:Iteration 67Q (9467.631499 sec): 3 clusters Score: Raw -12136828.997300 + Penalty 3718.858805 = -12133110.138495 nChanged 72 SP:Iteration 68Q (9467.757421 sec): 3 clusters Score: Raw -12136837.702747 + Penalty 3718.858805 = -12133118.843942 nChanged 57 SP:Iteration 69Q (9467.883183 sec): 3 clusters Score: Raw -12136844.203291 + Penalty 3718.858805 = -12133125.344486 nChanged 52 SP:Iteration 70Q (9468.008901 sec): 3 clusters Score: Raw -12136850.379573 + Penalty 3718.858805 = -12133131.520768 nChanged 61 SP:Iteration 71Q (9468.134591 sec): 3 clusters Score: Raw -12136856.983321 + Penalty 3718.858805 = -12133138.124517 nChanged 50 SP:Iteration 72Q (9468.260161 sec): 3 clusters Score: Raw -12136862.991029 + Penalty 3718.858805 = -12133144.132224 nChanged 51 SP:Iteration 73Q (9468.385772 sec): 3 clusters Score: Raw -12136869.541557 + Penalty 3718.858805 = -12133150.682752 nChanged 59 SP:Iteration 74Q (9468.511292 sec): 3 clusters Score: Raw -12136877.489288 + Penalty 3718.858805 = -12133158.630483 nChanged 48 SP:Iteration 75Q (9468.636645 sec): 3 clusters Score: Raw -12136882.481669 + Penalty 3718.858805 = -12133163.622865 nChanged 44 SP:Iteration 76Q (9468.762051 sec): 3 clusters Score: Raw -12136886.820976 + Penalty 3718.858805 = -12133167.962171 nChanged 48 SP:Iteration 77Q (9468.887410 sec): 3 clusters Score: Raw -12136892.519663 + Penalty 3718.858805 = -12133173.660858 nChanged 50 SP:Iteration 78Q (9469.012900 sec): 3 clusters Score: Raw -12136899.476843 + Penalty 3718.858805 = -12133180.618039 nChanged 54 SP:Iteration 79Q (9469.138239 sec): 3 clusters Score: Raw -12136908.313230 + Penalty 3718.858805 = -12133189.454425 nChanged 55 SP:Iteration 80F (9469.286729 sec): 3 clusters Score: Raw -12136915.292164 + Penalty 3718.858805 = -12133196.433359 nChanged 45 SP:Iteration 81Q (9469.411891 sec): 3 clusters Score: Raw -12136920.533298 + Penalty 3718.858805 = -12133201.674493 nChanged 46 SP:Iteration 82Q (9469.537026 sec): 3 clusters Score: Raw -12136926.685208 + Penalty 3718.858805 = -12133207.826403 nChanged 46 SP:Iteration 83Q (9469.662027 sec): 3 clusters Score: Raw -12136932.887151 + Penalty 3718.858805 = -12133214.028346 nChanged 37 SP:Iteration 84Q (9469.787038 sec): 3 clusters Score: Raw -12136937.217212 + Penalty 3718.858805 = -12133218.358407 nChanged 40 SP:Iteration 85Q (9469.911902 sec): 3 clusters Score: Raw -12136941.482896 + Penalty 3718.858805 = -12133222.624091 nChanged 46 SP:Iteration 86Q (9470.036931 sec): 3 clusters Score: Raw -12136947.729462 + Penalty 3718.858805 = -12133228.870658 nChanged 47 SP:Iteration 87Q (9470.161844 sec): 3 clusters Score: Raw -12136954.334623 + Penalty 3718.858805 = -12133235.475818 nChanged 45 SP:Iteration 88Q (9470.286823 sec): 3 clusters Score: Raw -12136960.781206 + Penalty 3718.858805 = -12133241.922402 nChanged 51 SP:Iteration 89Q (9470.411677 sec): 3 clusters Score: Raw -12136969.141692 + Penalty 3718.858805 = -12133250.282888 nChanged 56 SP:Iteration 90Q (9470.536409 sec): 3 clusters Score: Raw -12136977.174864 + Penalty 3718.858805 = -12133258.316060 nChanged 49 SP:Iteration 91Q (9470.681673 sec): 3 clusters Score: Raw -12136983.832472 + Penalty 3718.858805 = -12133264.973667 nChanged 39 SP:Iteration 92Q (9470.806431 sec): 3 clusters Score: Raw -12136988.478045 + Penalty 3718.858805 = -12133269.619240 nChanged 38 SP:Iteration 93Q (9470.930983 sec): 3 clusters Score: Raw -12136993.547617 + Penalty 3718.858805 = -12133274.688813 nChanged 33 SP:Iteration 94Q (9471.055700 sec): 3 clusters Score: Raw -12136997.343527 + Penalty 3718.858805 = -12133278.484723 nChanged 35 SP:Iteration 95Q (9471.180240 sec): 3 clusters Score: Raw -12137001.597854 + Penalty 3718.858805 = -12133282.739049 nChanged 27 SP:Iteration 96Q (9471.304719 sec): 3 clusters Score: Raw -12137004.958276 + Penalty 3718.858805 = -12133286.099471 nChanged 31 SP:Iteration 97Q (9471.429195 sec): 3 clusters Score: Raw -12137009.129239 + Penalty 3718.858805 = -12133290.270435 nChanged 32 SP:Iteration 98Q (9471.553599 sec): 3 clusters Score: Raw -12137013.581541 + Penalty 3718.858805 = -12133294.722736 nChanged 22 SP:Iteration 99Q (9471.678096 sec): 3 clusters Score: Raw -12137016.361140 + Penalty 3718.858805 = -12133297.502335 nChanged 25 SP:Iteration 100F (9471.826616 sec): 3 clusters Score: Raw -12137019.305119 + Penalty 3718.858805 = -12133300.446314 nChanged 14 SP:Iteration 101Q (9471.951291 sec): 3 clusters Score: Raw -12137021.115887 + Penalty 3718.858805 = -12133302.257083 nChanged 15 SP:Iteration 102Q (9472.075710 sec): 3 clusters Score: Raw -12137022.842984 + Penalty 3718.858805 = -12133303.984179 nChanged 17 SP:Iteration 103Q (9472.200078 sec): 3 clusters Score: Raw -12137024.679922 + Penalty 3718.858805 = -12133305.821117 nChanged 16 SP:Iteration 104Q (9472.324402 sec): 3 clusters Score: Raw -12137026.391613 + Penalty 3718.858805 = -12133307.532808 nChanged 13 SP:Iteration 105Q (9472.448693 sec): 3 clusters Score: Raw -12137027.593962 + Penalty 3718.858805 = -12133308.735157 nChanged 12 SP:Iteration 106Q (9472.573082 sec): 3 clusters Score: Raw -12137028.546334 + Penalty 3718.858805 = -12133309.687530 nChanged 10 SP:Iteration 107Q (9472.697447 sec): 3 clusters Score: Raw -12137029.478574 + Penalty 3718.858805 = -12133310.619769 nChanged 7 SP:Iteration 108Q (9472.821724 sec): 3 clusters Score: Raw -12137030.633966 + Penalty 3718.858805 = -12133311.775161 nChanged 10 SP:Iteration 109Q (9472.946062 sec): 3 clusters Score: Raw -12137031.913060 + Penalty 3718.858805 = -12133313.054255 nChanged 11 SP:Iteration 110Q (9473.070372 sec): 3 clusters Score: Raw -12137033.234997 + Penalty 3718.858805 = -12133314.376192 nChanged 11 SP:Iteration 111Q (9473.194613 sec): 3 clusters Score: Raw -12137034.564850 + Penalty 3718.858805 = -12133315.706045 nChanged 10 SP:Iteration 112Q (9473.318848 sec): 3 clusters Score: Raw -12137035.710613 + Penalty 3718.858805 = -12133316.851809 nChanged 8 SP:Iteration 113Q (9473.442952 sec): 3 clusters Score: Raw -12137036.898543 + Penalty 3718.858805 = -12133318.039738 nChanged 8 SP:Iteration 114Q (9473.567228 sec): 3 clusters Score: Raw -12137037.614443 + Penalty 3718.858805 = -12133318.755639 nChanged 5 SP:Iteration 115Q (9473.691411 sec): 3 clusters Score: Raw -12137037.962661 + Penalty 3718.858805 = -12133319.103857 nChanged 3 SP:Iteration 116Q (9473.826680 sec): 3 clusters Score: Raw -12137038.169287 + Penalty 3718.858805 = -12133319.310482 nChanged 4 SP:Iteration 117Q (9473.951029 sec): 3 clusters Score: Raw -12137038.643124 + Penalty 3718.858805 = -12133319.784319 nChanged 6 SP:Iteration 118Q (9474.075147 sec): 3 clusters Score: Raw -12137039.209982 + Penalty 3718.858805 = -12133320.351178 nChanged 4 SP:Iteration 119Q (9474.199304 sec): 3 clusters Score: Raw -12137039.545775 + Penalty 3718.858805 = -12133320.686970 nChanged 2 SP:Iteration 120F (9474.347604 sec): 3 clusters Score: Raw -12137039.776378 + Penalty 3718.858805 = -12133320.917574 nChanged 6 SP:Iteration 121Q (9474.471928 sec): 3 clusters Score: Raw -12137040.235326 + Penalty 3718.858805 = -12133321.376522 nChanged 5 SP:Iteration 122Q (9474.596149 sec): 3 clusters Score: Raw -12137040.520893 + Penalty 3718.858805 = -12133321.662088 nChanged 4 SP:Iteration 123Q (9474.720359 sec): 3 clusters Score: Raw -12137040.926156 + Penalty 3718.858805 = -12133322.067351 nChanged 8 SP:Iteration 124Q (9474.844550 sec): 3 clusters Score: Raw -12137041.520858 + Penalty 3718.858805 = -12133322.662054 nChanged 3 SP:Iteration 125Q (9474.968685 sec): 3 clusters Score: Raw -12137041.736769 + Penalty 3718.858805 = -12133322.877964 nChanged 2 SP:Iteration 126Q (9475.093219 sec): 3 clusters Score: Raw -12137041.950516 + Penalty 3718.858805 = -12133323.091711 nChanged 3 SP:Iteration 127Q (9475.217317 sec): 3 clusters Score: Raw -12137042.267328 + Penalty 3718.858805 = -12133323.408523 nChanged 4 SP:Iteration 128Q (9475.341507 sec): 3 clusters Score: Raw -12137042.464145 + Penalty 3718.858805 = -12133323.605340 nChanged 2 SP:Iteration 129Q (9475.465725 sec): 3 clusters Score: Raw -12137042.634169 + Penalty 3718.858805 = -12133323.775365 nChanged 2 SP:Iteration 130Q (9475.589962 sec): 3 clusters Score: Raw -12137042.733178 + Penalty 3718.858805 = -12133323.874373 nChanged 0 SP:Iteration 131F (9475.738299 sec): 3 clusters Score: Raw -12137042.733178 + Penalty 3718.858805 = -12133323.874373 nChanged 0 Trying to split cluster 20 (2157 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9475.747730 sec): 2 clusters Score: Raw -259132.155035 + Penalty 1247.426968 = -257884.728068 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9475.759348 sec): 3 clusters Score: Raw -258253.524641 + Penalty 2494.853935 = -255758.670706 nChanged 768 SP:Iteration 1F (9475.770250 sec): 3 clusters Score: Raw -258899.891138 + Penalty 2494.853935 = -256405.037203 nChanged 192 SP:Iteration 2F (9475.781168 sec): 3 clusters Score: Raw -259089.439930 + Penalty 2494.853935 = -256594.585995 nChanged 131 SP:Iteration 3F (9475.791947 sec): 3 clusters Score: Raw -259199.042545 + Penalty 2494.853935 = -256704.188610 nChanged 83 SP:Iteration 4Q (9475.802829 sec): 3 clusters Score: Raw -259264.314951 + Penalty 2494.853935 = -256769.461016 nChanged 58 SP:Iteration 5Q (9475.813676 sec): 3 clusters Score: Raw -259309.561093 + Penalty 2494.853935 = -256814.707158 nChanged 48 SP:Iteration 6Q (9475.824402 sec): 3 clusters Score: Raw -259343.269123 + Penalty 2494.853935 = -256848.415188 nChanged 48 SP:Iteration 7Q (9475.835245 sec): 3 clusters Score: Raw -259379.117296 + Penalty 2494.853935 = -256884.263360 nChanged 39 SP:Iteration 8Q (9475.846073 sec): 3 clusters Score: Raw -259413.875062 + Penalty 2494.853935 = -256919.021127 nChanged 49 SP:Iteration 9Q (9475.856903 sec): 3 clusters Score: Raw -259462.560421 + Penalty 2494.853935 = -256967.706486 nChanged 47 SP:Iteration 10Q (9475.867706 sec): 3 clusters Score: Raw -259517.790244 + Penalty 2494.853935 = -257022.936309 nChanged 44 SP:Iteration 11Q (9475.878488 sec): 3 clusters Score: Raw -259552.491826 + Penalty 2494.853935 = -257057.637891 nChanged 44 SP:Iteration 12Q (9475.889227 sec): 3 clusters Score: Raw -259591.561234 + Penalty 2494.853935 = -257096.707299 nChanged 44 SP:Iteration 13Q (9475.899977 sec): 3 clusters Score: Raw -259628.061467 + Penalty 2494.853935 = -257133.207532 nChanged 37 SP:Iteration 14Q (9475.910622 sec): 3 clusters Score: Raw -259663.487799 + Penalty 2494.853935 = -257168.633864 nChanged 48 SP:Iteration 15Q (9475.921229 sec): 3 clusters Score: Raw -259702.928438 + Penalty 2494.853935 = -257208.074503 nChanged 38 SP:Iteration 16Q (9475.931887 sec): 3 clusters Score: Raw -259733.588288 + Penalty 2494.853935 = -257238.734353 nChanged 34 SP:Iteration 17Q (9475.942590 sec): 3 clusters Score: Raw -259758.231127 + Penalty 2494.853935 = -257263.377192 nChanged 36 SP:Iteration 18Q (9475.953253 sec): 3 clusters Score: Raw -259786.625069 + Penalty 2494.853935 = -257291.771134 nChanged 31 SP:Iteration 19Q (9475.963931 sec): 3 clusters Score: Raw -259822.768109 + Penalty 2494.853935 = -257327.914174 nChanged 35 SP:Iteration 20F (9475.974857 sec): 3 clusters Score: Raw -259900.838810 + Penalty 2494.853935 = -257405.984875 nChanged 33 SP:Iteration 21Q (9475.985461 sec): 3 clusters Score: Raw -259960.144492 + Penalty 2494.853935 = -257465.290557 nChanged 40 SP:Iteration 22Q (9475.996075 sec): 3 clusters Score: Raw -260002.036785 + Penalty 2494.853935 = -257507.182850 nChanged 35 SP:Iteration 23Q (9476.006577 sec): 3 clusters Score: Raw -260032.514396 + Penalty 2494.853935 = -257537.660461 nChanged 26 SP:Iteration 24Q (9476.017035 sec): 3 clusters Score: Raw -260046.103913 + Penalty 2494.853935 = -257551.249978 nChanged 12 SP:Iteration 25Q (9476.027471 sec): 3 clusters Score: Raw -260055.456046 + Penalty 2494.853935 = -257560.602111 nChanged 12 SP:Iteration 26Q (9476.038077 sec): 3 clusters Score: Raw -260064.116391 + Penalty 2494.853935 = -257569.262456 nChanged 10 SP:Iteration 27Q (9476.048593 sec): 3 clusters Score: Raw -260068.947343 + Penalty 2494.853935 = -257574.093408 nChanged 4 SP:Iteration 28Q (9476.059138 sec): 3 clusters Score: Raw -260070.477814 + Penalty 2494.853935 = -257575.623879 nChanged 1 SP:Iteration 29Q (9476.069673 sec): 3 clusters Score: Raw -260071.040575 + Penalty 2494.853935 = -257576.186640 nChanged 2 SP:Iteration 30Q (9476.080186 sec): 3 clusters Score: Raw -260071.598490 + Penalty 2494.853935 = -257576.744555 nChanged 0 SP:Iteration 31F (9476.091045 sec): 3 clusters Score: Raw -260071.598490 + Penalty 2494.853935 = -257576.744555 nChanged 0 Trying to split cluster 21 (2131 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9476.106995 sec): 2 clusters Score: Raw -258291.244688 + Penalty 1245.456328 = -257045.788360 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9476.118288 sec): 3 clusters Score: Raw -257446.634734 + Penalty 2490.912655 = -254955.722079 nChanged 763 SP:Iteration 1F (9476.128897 sec): 3 clusters Score: Raw -258089.144109 + Penalty 2490.912655 = -255598.231454 nChanged 231 SP:Iteration 2F (9476.139465 sec): 3 clusters Score: Raw -258372.035493 + Penalty 2490.912655 = -255881.122837 nChanged 172 SP:Iteration 3F (9476.150029 sec): 3 clusters Score: Raw -258658.151116 + Penalty 2490.912655 = -256167.238460 nChanged 160 SP:Iteration 4F (9476.160708 sec): 3 clusters Score: Raw -258892.796513 + Penalty 2490.912655 = -256401.883858 nChanged 119 SP:Iteration 5F (9476.171268 sec): 3 clusters Score: Raw -259042.427379 + Penalty 2490.912655 = -256551.514723 nChanged 89 SP:Iteration 6Q (9476.181772 sec): 3 clusters Score: Raw -259121.226886 + Penalty 2490.912655 = -256630.314230 nChanged 50 SP:Iteration 7Q (9476.192275 sec): 3 clusters Score: Raw -259163.501174 + Penalty 2490.912655 = -256672.588519 nChanged 38 SP:Iteration 8Q (9476.202737 sec): 3 clusters Score: Raw -259194.360438 + Penalty 2490.912655 = -256703.447783 nChanged 28 SP:Iteration 9Q (9476.213106 sec): 3 clusters Score: Raw -259211.333678 + Penalty 2490.912655 = -256720.421023 nChanged 13 SP:Iteration 10Q (9476.223581 sec): 3 clusters Score: Raw -259219.980535 + Penalty 2490.912655 = -256729.067880 nChanged 11 SP:Iteration 11Q (9476.233950 sec): 3 clusters Score: Raw -259226.849015 + Penalty 2490.912655 = -256735.936360 nChanged 6 SP:Iteration 12Q (9476.244394 sec): 3 clusters Score: Raw -259231.257478 + Penalty 2490.912655 = -256740.344823 nChanged 5 SP:Iteration 13Q (9476.254878 sec): 3 clusters Score: Raw -259234.152686 + Penalty 2490.912655 = -256743.240031 nChanged 4 SP:Iteration 14Q (9476.265332 sec): 3 clusters Score: Raw -259236.386148 + Penalty 2490.912655 = -256745.473492 nChanged 2 SP:Iteration 15Q (9476.275683 sec): 3 clusters Score: Raw -259236.990954 + Penalty 2490.912655 = -256746.078299 nChanged 1 SP:Iteration 16Q (9476.286104 sec): 3 clusters Score: Raw -259237.423327 + Penalty 2490.912655 = -256746.510672 nChanged 0 SP:Iteration 17F (9476.296742 sec): 3 clusters Score: Raw -259237.423327 + Penalty 2490.912655 = -256746.510672 nChanged 0 Trying to split cluster 22 (5569 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9476.317559 sec): 2 clusters Score: Raw -706338.971809 + Penalty 1401.557752 = -704937.414057 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9476.340575 sec): 3 clusters Score: Raw -703490.785815 + Penalty 2803.115505 = -700687.670310 nChanged 2248 SP:Iteration 1F (9476.363402 sec): 3 clusters Score: Raw -705013.346958 + Penalty 2803.115505 = -702210.231453 nChanged 497 SP:Iteration 2F (9476.386182 sec): 3 clusters Score: Raw -705470.837108 + Penalty 2803.115505 = -702667.721603 nChanged 444 SP:Iteration 3F (9476.409096 sec): 3 clusters Score: Raw -705856.619974 + Penalty 2803.115505 = -703053.504469 nChanged 363 SP:Iteration 4F (9476.431716 sec): 3 clusters Score: Raw -706154.686590 + Penalty 2803.115505 = -703351.571086 nChanged 279 SP:Iteration 5F (9476.454560 sec): 3 clusters Score: Raw -706314.665588 + Penalty 2803.115505 = -703511.550084 nChanged 201 SP:Iteration 6Q (9476.477192 sec): 3 clusters Score: Raw -706419.976137 + Penalty 2803.115505 = -703616.860632 nChanged 155 SP:Iteration 7Q (9476.499601 sec): 3 clusters Score: Raw -706493.116428 + Penalty 2803.115505 = -703690.000923 nChanged 118 SP:Iteration 8Q (9476.522268 sec): 3 clusters Score: Raw -706541.294225 + Penalty 2803.115505 = -703738.178720 nChanged 91 SP:Iteration 9Q (9476.544605 sec): 3 clusters Score: Raw -706573.635195 + Penalty 2803.115505 = -703770.519691 nChanged 74 SP:Iteration 10Q (9476.567055 sec): 3 clusters Score: Raw -706598.248733 + Penalty 2803.115505 = -703795.133228 nChanged 63 SP:Iteration 11Q (9476.589584 sec): 3 clusters Score: Raw -706620.668388 + Penalty 2803.115505 = -703817.552883 nChanged 64 SP:Iteration 12Q (9476.612054 sec): 3 clusters Score: Raw -706647.289437 + Penalty 2803.115505 = -703844.173932 nChanged 76 SP:Iteration 13Q (9476.634366 sec): 3 clusters Score: Raw -706674.588963 + Penalty 2803.115505 = -703871.473458 nChanged 56 SP:Iteration 14Q (9476.656649 sec): 3 clusters Score: Raw -706691.015685 + Penalty 2803.115505 = -703887.900180 nChanged 49 SP:Iteration 15Q (9476.678825 sec): 3 clusters Score: Raw -706706.652834 + Penalty 2803.115505 = -703903.537329 nChanged 45 SP:Iteration 16Q (9476.701064 sec): 3 clusters Score: Raw -706717.583332 + Penalty 2803.115505 = -703914.467828 nChanged 39 SP:Iteration 17Q (9476.723411 sec): 3 clusters Score: Raw -706725.853567 + Penalty 2803.115505 = -703922.738062 nChanged 36 SP:Iteration 18Q (9476.745643 sec): 3 clusters Score: Raw -706737.747495 + Penalty 2803.115505 = -703934.631990 nChanged 41 SP:Iteration 19Q (9476.767823 sec): 3 clusters Score: Raw -706750.458723 + Penalty 2803.115505 = -703947.343218 nChanged 46 SP:Iteration 20F (9476.790551 sec): 3 clusters Score: Raw -706762.681750 + Penalty 2803.115505 = -703959.566245 nChanged 38 SP:Iteration 21Q (9476.812617 sec): 3 clusters Score: Raw -706771.179300 + Penalty 2803.115505 = -703968.063795 nChanged 33 SP:Iteration 22Q (9476.834893 sec): 3 clusters Score: Raw -706782.323077 + Penalty 2803.115505 = -703979.207572 nChanged 42 SP:Iteration 23Q (9476.856891 sec): 3 clusters Score: Raw -706795.727004 + Penalty 2803.115505 = -703992.611500 nChanged 40 SP:Iteration 24Q (9476.878992 sec): 3 clusters Score: Raw -706805.984974 + Penalty 2803.115505 = -704002.869469 nChanged 24 SP:Iteration 25Q (9476.900876 sec): 3 clusters Score: Raw -706812.186865 + Penalty 2803.115505 = -704009.071360 nChanged 23 SP:Iteration 26Q (9476.922940 sec): 3 clusters Score: Raw -706817.247089 + Penalty 2803.115505 = -704014.131585 nChanged 25 SP:Iteration 27Q (9476.944818 sec): 3 clusters Score: Raw -706823.011478 + Penalty 2803.115505 = -704019.895973 nChanged 23 SP:Iteration 28Q (9476.966965 sec): 3 clusters Score: Raw -706830.217001 + Penalty 2803.115505 = -704027.101497 nChanged 23 SP:Iteration 29Q (9476.989124 sec): 3 clusters Score: Raw -706837.565736 + Penalty 2803.115505 = -704034.450231 nChanged 22 SP:Iteration 30Q (9477.011039 sec): 3 clusters Score: Raw -706844.121658 + Penalty 2803.115505 = -704041.006153 nChanged 22 SP:Iteration 31Q (9477.032971 sec): 3 clusters Score: Raw -706848.866722 + Penalty 2803.115505 = -704045.751217 nChanged 18 SP:Iteration 32Q (9477.054817 sec): 3 clusters Score: Raw -706852.513832 + Penalty 2803.115505 = -704049.398327 nChanged 14 SP:Iteration 33Q (9477.076776 sec): 3 clusters Score: Raw -706855.149060 + Penalty 2803.115505 = -704052.033555 nChanged 14 SP:Iteration 34Q (9477.098731 sec): 3 clusters Score: Raw -706857.535358 + Penalty 2803.115505 = -704054.419854 nChanged 8 SP:Iteration 35Q (9477.120639 sec): 3 clusters Score: Raw -706858.807432 + Penalty 2803.115505 = -704055.691927 nChanged 6 SP:Iteration 36Q (9477.142743 sec): 3 clusters Score: Raw -706859.538492 + Penalty 2803.115505 = -704056.422987 nChanged 2 SP:Iteration 37Q (9477.164772 sec): 3 clusters Score: Raw -706859.871229 + Penalty 2803.115505 = -704056.755724 nChanged 1 SP:Iteration 38Q (9477.186670 sec): 3 clusters Score: Raw -706859.951083 + Penalty 2803.115505 = -704056.835578 nChanged 0 SP:Iteration 39F (9477.209443 sec): 3 clusters Score: Raw -706859.951083 + Penalty 2803.115505 = -704056.835578 nChanged 0 Trying to split cluster 23 (32167 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9477.259340 sec): 2 clusters Score: Raw -4061231.196591 + Penalty 1686.538159 = -4059544.658433 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9477.322605 sec): 3 clusters Score: Raw -4041174.141036 + Penalty 3373.076317 = -4037801.064719 nChanged 14957 SP:Iteration 1F (9477.381713 sec): 3 clusters Score: Raw -4050007.232991 + Penalty 3373.076317 = -4046634.156673 nChanged 1770 SP:Iteration 2F (9477.441077 sec): 3 clusters Score: Raw -4050848.337819 + Penalty 3373.076317 = -4047475.261501 nChanged 1847 SP:Iteration 3F (9477.500123 sec): 3 clusters Score: Raw -4051829.646469 + Penalty 3373.076317 = -4048456.570152 nChanged 1951 SP:Iteration 4F (9477.559357 sec): 3 clusters Score: Raw -4052974.722992 + Penalty 3373.076317 = -4049601.646675 nChanged 2026 SP:Iteration 5F (9477.618774 sec): 3 clusters Score: Raw -4054232.452200 + Penalty 3373.076317 = -4050859.375883 nChanged 2018 SP:Iteration 6F (9477.678080 sec): 3 clusters Score: Raw -4055524.310334 + Penalty 3373.076317 = -4052151.234016 nChanged 1848 SP:Iteration 7F (9477.737311 sec): 3 clusters Score: Raw -4056602.126764 + Penalty 3373.076317 = -4053229.050447 nChanged 1551 SP:Iteration 8Q (9477.797252 sec): 3 clusters Score: Raw -4057466.109959 + Penalty 3373.076317 = -4054093.033641 nChanged 1232 SP:Iteration 9Q (9477.856494 sec): 3 clusters Score: Raw -4058120.311351 + Penalty 3373.076317 = -4054747.235034 nChanged 938 SP:Iteration 10Q (9477.949396 sec): 3 clusters Score: Raw -4058584.002011 + Penalty 3373.076317 = -4055210.925694 nChanged 714 SP:Iteration 11Q (9478.008495 sec): 3 clusters Score: Raw -4058987.652507 + Penalty 3373.076317 = -4055614.576190 nChanged 660 SP:Iteration 12Q (9478.067440 sec): 3 clusters Score: Raw -4059427.659990 + Penalty 3373.076317 = -4056054.583672 nChanged 670 SP:Iteration 13Q (9478.125917 sec): 3 clusters Score: Raw -4059857.175934 + Penalty 3373.076317 = -4056484.099617 nChanged 598 SP:Iteration 14Q (9478.184073 sec): 3 clusters Score: Raw -4060172.435530 + Penalty 3373.076317 = -4056799.359212 nChanged 484 SP:Iteration 15Q (9478.242152 sec): 3 clusters Score: Raw -4060369.207861 + Penalty 3373.076317 = -4056996.131544 nChanged 422 SP:Iteration 16Q (9478.299534 sec): 3 clusters Score: Raw -4060525.185492 + Penalty 3373.076317 = -4057152.109174 nChanged 409 SP:Iteration 17Q (9478.356550 sec): 3 clusters Score: Raw -4060659.922461 + Penalty 3373.076317 = -4057286.846144 nChanged 350 SP:Iteration 18Q (9478.413369 sec): 3 clusters Score: Raw -4060767.917403 + Penalty 3373.076317 = -4057394.841086 nChanged 344 SP:Iteration 19Q (9478.469523 sec): 3 clusters Score: Raw -4060870.144866 + Penalty 3373.076317 = -4057497.068549 nChanged 330 SP:Iteration 20F (9478.528392 sec): 3 clusters Score: Raw -4060959.833289 + Penalty 3373.076317 = -4057586.756971 nChanged 276 SP:Iteration 21Q (9478.584848 sec): 3 clusters Score: Raw -4061025.187628 + Penalty 3373.076317 = -4057652.111311 nChanged 247 SP:Iteration 22Q (9478.640317 sec): 3 clusters Score: Raw -4061079.057016 + Penalty 3373.076317 = -4057705.980699 nChanged 227 SP:Iteration 23Q (9478.695506 sec): 3 clusters Score: Raw -4061126.105832 + Penalty 3373.076317 = -4057753.029515 nChanged 223 SP:Iteration 24Q (9478.750173 sec): 3 clusters Score: Raw -4061171.124230 + Penalty 3373.076317 = -4057798.047912 nChanged 193 SP:Iteration 25Q (9478.804772 sec): 3 clusters Score: Raw -4061205.163134 + Penalty 3373.076317 = -4057832.086816 nChanged 162 SP:Iteration 26Q (9478.858894 sec): 3 clusters Score: Raw -4061230.804374 + Penalty 3373.076317 = -4057857.728057 nChanged 129 SP:Iteration 27Q (9478.913022 sec): 3 clusters Score: Raw -4061250.876769 + Penalty 3373.076317 = -4057877.800451 nChanged 132 SP:Iteration 28Q (9478.966711 sec): 3 clusters Score: Raw -4061269.937024 + Penalty 3373.076317 = -4057896.860706 nChanged 124 SP:Iteration 29Q (9479.020814 sec): 3 clusters Score: Raw -4061289.054606 + Penalty 3373.076317 = -4057915.978289 nChanged 113 SP:Iteration 30Q (9479.074102 sec): 3 clusters Score: Raw -4061306.130550 + Penalty 3373.076317 = -4057933.054233 nChanged 99 SP:Iteration 31Q (9479.127533 sec): 3 clusters Score: Raw -4061319.798771 + Penalty 3373.076317 = -4057946.722453 nChanged 87 SP:Iteration 32Q (9479.180891 sec): 3 clusters Score: Raw -4061331.220709 + Penalty 3373.076317 = -4057958.144391 nChanged 89 SP:Iteration 33Q (9479.234147 sec): 3 clusters Score: Raw -4061343.402574 + Penalty 3373.076317 = -4057970.326257 nChanged 89 SP:Iteration 34Q (9479.287214 sec): 3 clusters Score: Raw -4061355.644547 + Penalty 3373.076317 = -4057982.568229 nChanged 88 SP:Iteration 35Q (9479.340600 sec): 3 clusters Score: Raw -4061367.468147 + Penalty 3373.076317 = -4057994.391830 nChanged 78 SP:Iteration 36Q (9479.393422 sec): 3 clusters Score: Raw -4061377.624337 + Penalty 3373.076317 = -4058004.548019 nChanged 75 SP:Iteration 37Q (9479.446423 sec): 3 clusters Score: Raw -4061387.164285 + Penalty 3373.076317 = -4058014.087968 nChanged 79 SP:Iteration 38Q (9479.499174 sec): 3 clusters Score: Raw -4061398.019388 + Penalty 3373.076317 = -4058024.943070 nChanged 76 SP:Iteration 39Q (9479.552222 sec): 3 clusters Score: Raw -4061407.759749 + Penalty 3373.076317 = -4058034.683432 nChanged 72 SP:Iteration 40F (9479.610969 sec): 3 clusters Score: Raw -4061417.005478 + Penalty 3373.076317 = -4058043.929161 nChanged 62 SP:Iteration 41Q (9479.664760 sec): 3 clusters Score: Raw -4061424.338240 + Penalty 3373.076317 = -4058051.261922 nChanged 50 SP:Iteration 42Q (9479.717849 sec): 3 clusters Score: Raw -4061430.105569 + Penalty 3373.076317 = -4058057.029252 nChanged 60 SP:Iteration 43Q (9479.771141 sec): 3 clusters Score: Raw -4061436.765136 + Penalty 3373.076317 = -4058063.688819 nChanged 64 SP:Iteration 44Q (9479.824245 sec): 3 clusters Score: Raw -4061443.784296 + Penalty 3373.076317 = -4058070.707978 nChanged 61 SP:Iteration 45Q (9479.877392 sec): 3 clusters Score: Raw -4061450.264315 + Penalty 3373.076317 = -4058077.187997 nChanged 48 SP:Iteration 46Q (9479.930161 sec): 3 clusters Score: Raw -4061456.020168 + Penalty 3373.076317 = -4058082.943850 nChanged 46 SP:Iteration 47Q (9479.983249 sec): 3 clusters Score: Raw -4061461.624755 + Penalty 3373.076317 = -4058088.548438 nChanged 50 SP:Iteration 48Q (9480.036127 sec): 3 clusters Score: Raw -4061467.568080 + Penalty 3373.076317 = -4058094.491762 nChanged 50 SP:Iteration 49Q (9480.089088 sec): 3 clusters Score: Raw -4061473.199022 + Penalty 3373.076317 = -4058100.122705 nChanged 45 SP:Iteration 50Q (9480.141764 sec): 3 clusters Score: Raw -4061478.590458 + Penalty 3373.076317 = -4058105.514140 nChanged 49 SP:Iteration 51Q (9480.194472 sec): 3 clusters Score: Raw -4061484.160814 + Penalty 3373.076317 = -4058111.084496 nChanged 61 SP:Iteration 52Q (9480.247306 sec): 3 clusters Score: Raw -4061492.363767 + Penalty 3373.076317 = -4058119.287450 nChanged 71 SP:Iteration 53Q (9480.299922 sec): 3 clusters Score: Raw -4061502.023694 + Penalty 3373.076317 = -4058128.947376 nChanged 76 SP:Iteration 54Q (9480.352620 sec): 3 clusters Score: Raw -4061512.360121 + Penalty 3373.076317 = -4058139.283803 nChanged 65 SP:Iteration 55Q (9480.405207 sec): 3 clusters Score: Raw -4061521.510660 + Penalty 3373.076317 = -4058148.434343 nChanged 74 SP:Iteration 56Q (9480.457774 sec): 3 clusters Score: Raw -4061532.321949 + Penalty 3373.076317 = -4058159.245631 nChanged 70 SP:Iteration 57Q (9480.510131 sec): 3 clusters Score: Raw -4061542.327384 + Penalty 3373.076317 = -4058169.251066 nChanged 59 SP:Iteration 58Q (9480.562554 sec): 3 clusters Score: Raw -4061549.666773 + Penalty 3373.076317 = -4058176.590456 nChanged 51 SP:Iteration 59Q (9480.614810 sec): 3 clusters Score: Raw -4061556.815365 + Penalty 3373.076317 = -4058183.739048 nChanged 58 SP:Iteration 60F (9480.673823 sec): 3 clusters Score: Raw -4061565.142867 + Penalty 3373.076317 = -4058192.066549 nChanged 59 SP:Iteration 61Q (9480.726599 sec): 3 clusters Score: Raw -4061573.418142 + Penalty 3373.076317 = -4058200.341825 nChanged 55 SP:Iteration 62Q (9480.778997 sec): 3 clusters Score: Raw -4061580.403762 + Penalty 3373.076317 = -4058207.327445 nChanged 40 SP:Iteration 63Q (9480.831123 sec): 3 clusters Score: Raw -4061585.647907 + Penalty 3373.076317 = -4058212.571589 nChanged 48 SP:Iteration 64Q (9480.883487 sec): 3 clusters Score: Raw -4061592.558682 + Penalty 3373.076317 = -4058219.482364 nChanged 51 SP:Iteration 65Q (9480.935567 sec): 3 clusters Score: Raw -4061598.884457 + Penalty 3373.076317 = -4058225.808140 nChanged 43 SP:Iteration 66Q (9481.024499 sec): 3 clusters Score: Raw -4061603.675219 + Penalty 3373.076317 = -4058230.598902 nChanged 34 SP:Iteration 67Q (9481.101798 sec): 3 clusters Score: Raw -4061607.018387 + Penalty 3373.076317 = -4058233.942070 nChanged 21 SP:Iteration 68Q (9481.154449 sec): 3 clusters Score: Raw -4061609.126022 + Penalty 3373.076317 = -4058236.049705 nChanged 17 SP:Iteration 69Q (9481.207015 sec): 3 clusters Score: Raw -4061611.305053 + Penalty 3373.076317 = -4058238.228736 nChanged 17 SP:Iteration 70Q (9481.259568 sec): 3 clusters Score: Raw -4061613.223082 + Penalty 3373.076317 = -4058240.146765 nChanged 15 SP:Iteration 71Q (9481.311352 sec): 3 clusters Score: Raw -4061614.954605 + Penalty 3373.076317 = -4058241.878287 nChanged 18 SP:Iteration 72Q (9481.363542 sec): 3 clusters Score: Raw -4061617.060970 + Penalty 3373.076317 = -4058243.984653 nChanged 17 SP:Iteration 73Q (9481.415405 sec): 3 clusters Score: Raw -4061619.452798 + Penalty 3373.076317 = -4058246.376480 nChanged 21 SP:Iteration 74Q (9481.467435 sec): 3 clusters Score: Raw -4061621.742342 + Penalty 3373.076317 = -4058248.666025 nChanged 16 SP:Iteration 75Q (9481.519303 sec): 3 clusters Score: Raw -4061623.054339 + Penalty 3373.076317 = -4058249.978022 nChanged 10 SP:Iteration 76Q (9481.571328 sec): 3 clusters Score: Raw -4061623.990320 + Penalty 3373.076317 = -4058250.914002 nChanged 11 SP:Iteration 77Q (9481.623129 sec): 3 clusters Score: Raw -4061625.302147 + Penalty 3373.076317 = -4058252.225830 nChanged 12 SP:Iteration 78Q (9481.675164 sec): 3 clusters Score: Raw -4061626.442855 + Penalty 3373.076317 = -4058253.366538 nChanged 16 SP:Iteration 79Q (9481.727018 sec): 3 clusters Score: Raw -4061628.009350 + Penalty 3373.076317 = -4058254.933033 nChanged 14 SP:Iteration 80F (9481.799857 sec): 3 clusters Score: Raw -4061629.394136 + Penalty 3373.076317 = -4058256.317818 nChanged 12 SP:Iteration 81Q (9481.853692 sec): 3 clusters Score: Raw -4061630.329582 + Penalty 3373.076317 = -4058257.253264 nChanged 6 SP:Iteration 82Q (9481.904025 sec): 3 clusters Score: Raw -4061630.556724 + Penalty 3373.076317 = -4058257.480407 nChanged 3 SP:Iteration 83Q (9481.955986 sec): 3 clusters Score: Raw -4061630.787802 + Penalty 3373.076317 = -4058257.711485 nChanged 4 SP:Iteration 84Q (9482.007737 sec): 3 clusters Score: Raw -4061631.177752 + Penalty 3373.076317 = -4058258.101434 nChanged 5 SP:Iteration 85Q (9482.059743 sec): 3 clusters Score: Raw -4061631.612316 + Penalty 3373.076317 = -4058258.535998 nChanged 5 SP:Iteration 86Q (9482.111581 sec): 3 clusters Score: Raw -4061632.009548 + Penalty 3373.076317 = -4058258.933230 nChanged 7 SP:Iteration 87Q (9482.163619 sec): 3 clusters Score: Raw -4061632.527934 + Penalty 3373.076317 = -4058259.451617 nChanged 7 SP:Iteration 88Q (9482.215424 sec): 3 clusters Score: Raw -4061632.998555 + Penalty 3373.076317 = -4058259.922237 nChanged 8 SP:Iteration 89Q (9482.267214 sec): 3 clusters Score: Raw -4061633.405396 + Penalty 3373.076317 = -4058260.329078 nChanged 3 SP:Iteration 90Q (9482.319197 sec): 3 clusters Score: Raw -4061633.535165 + Penalty 3373.076317 = -4058260.458848 nChanged 3 SP:Iteration 91Q (9482.370953 sec): 3 clusters Score: Raw -4061633.670774 + Penalty 3373.076317 = -4058260.594457 nChanged 2 SP:Iteration 92Q (9482.422924 sec): 3 clusters Score: Raw -4061633.726153 + Penalty 3373.076317 = -4058260.649835 nChanged 1 SP:Iteration 93Q (9482.474790 sec): 3 clusters Score: Raw -4061633.779237 + Penalty 3373.076317 = -4058260.702919 nChanged 2 SP:Iteration 94Q (9482.526727 sec): 3 clusters Score: Raw -4061633.875794 + Penalty 3373.076317 = -4058260.799476 nChanged 3 SP:Iteration 95Q (9482.578549 sec): 3 clusters Score: Raw -4061634.128873 + Penalty 3373.076317 = -4058261.052556 nChanged 3 SP:Iteration 96Q (9482.630408 sec): 3 clusters Score: Raw -4061634.481599 + Penalty 3373.076317 = -4058261.405282 nChanged 3 SP:Iteration 97Q (9482.682276 sec): 3 clusters Score: Raw -4061634.720534 + Penalty 3373.076317 = -4058261.644217 nChanged 4 SP:Iteration 98Q (9482.734342 sec): 3 clusters Score: Raw -4061635.233668 + Penalty 3373.076317 = -4058262.157351 nChanged 8 SP:Iteration 99Q (9482.786272 sec): 3 clusters Score: Raw -4061635.678391 + Penalty 3373.076317 = -4058262.602074 nChanged 8 SP:Iteration 100F (9482.845112 sec): 3 clusters Score: Raw -4061636.071130 + Penalty 3373.076317 = -4058262.994812 nChanged 9 SP:Iteration 101Q (9482.897417 sec): 3 clusters Score: Raw -4061636.798434 + Penalty 3373.076317 = -4058263.722117 nChanged 10 SP:Iteration 102Q (9482.949224 sec): 3 clusters Score: Raw -4061637.423473 + Penalty 3373.076317 = -4058264.347155 nChanged 6 SP:Iteration 103Q (9483.001128 sec): 3 clusters Score: Raw -4061637.931154 + Penalty 3373.076317 = -4058264.854836 nChanged 4 SP:Iteration 104Q (9483.052797 sec): 3 clusters Score: Raw -4061638.172763 + Penalty 3373.076317 = -4058265.096446 nChanged 1 SP:Iteration 105Q (9483.104798 sec): 3 clusters Score: Raw -4061638.257853 + Penalty 3373.076317 = -4058265.181536 nChanged 1 SP:Iteration 106Q (9483.156419 sec): 3 clusters Score: Raw -4061638.335230 + Penalty 3373.076317 = -4058265.258912 nChanged 2 SP:Iteration 107Q (9483.222708 sec): 3 clusters Score: Raw -4061638.474659 + Penalty 3373.076317 = -4058265.398342 nChanged 1 SP:Iteration 108Q (9483.273186 sec): 3 clusters Score: Raw -4061638.561286 + Penalty 3373.076317 = -4058265.484968 nChanged 1 SP:Iteration 109Q (9483.324958 sec): 3 clusters Score: Raw -4061638.613036 + Penalty 3373.076317 = -4058265.536719 nChanged 1 SP:Iteration 110Q (9483.376755 sec): 3 clusters Score: Raw -4061638.649445 + Penalty 3373.076317 = -4058265.573128 nChanged 0 SP:Iteration 111F (9483.435762 sec): 3 clusters Score: Raw -4061638.649445 + Penalty 3373.076317 = -4058265.573128 nChanged 0 Trying to split cluster 24 (8449 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9483.453823 sec): 2 clusters Score: Raw -1126544.870893 + Penalty 1469.293048 = -1125075.577845 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9483.479850 sec): 3 clusters Score: Raw -1121796.033178 + Penalty 2938.586095 = -1118857.447083 nChanged 3644 SP:Iteration 1F (9483.505030 sec): 3 clusters Score: Raw -1123827.696988 + Penalty 2938.586095 = -1120889.110892 nChanged 579 SP:Iteration 2F (9483.530190 sec): 3 clusters Score: Raw -1124136.990921 + Penalty 2938.586095 = -1121198.404826 nChanged 493 SP:Iteration 3F (9483.555437 sec): 3 clusters Score: Raw -1124406.457087 + Penalty 2938.586095 = -1121467.870992 nChanged 450 SP:Iteration 4F (9483.580755 sec): 3 clusters Score: Raw -1124664.021590 + Penalty 2938.586095 = -1121725.435494 nChanged 424 SP:Iteration 5F (9483.605899 sec): 3 clusters Score: Raw -1124927.413651 + Penalty 2938.586095 = -1121988.827555 nChanged 415 SP:Iteration 6Q (9483.631134 sec): 3 clusters Score: Raw -1125232.724093 + Penalty 2938.586095 = -1122294.137998 nChanged 394 SP:Iteration 7Q (9483.656407 sec): 3 clusters Score: Raw -1125508.981662 + Penalty 2938.586095 = -1122570.395567 nChanged 360 SP:Iteration 8Q (9483.681616 sec): 3 clusters Score: Raw -1125758.737240 + Penalty 2938.586095 = -1122820.151144 nChanged 311 SP:Iteration 9Q (9483.706683 sec): 3 clusters Score: Raw -1125964.251866 + Penalty 2938.586095 = -1123025.665770 nChanged 225 SP:Iteration 10Q (9483.731563 sec): 3 clusters Score: Raw -1126100.211972 + Penalty 2938.586095 = -1123161.625877 nChanged 188 SP:Iteration 11Q (9483.756324 sec): 3 clusters Score: Raw -1126192.674054 + Penalty 2938.586095 = -1123254.087959 nChanged 160 SP:Iteration 12Q (9483.780864 sec): 3 clusters Score: Raw -1126279.717429 + Penalty 2938.586095 = -1123341.131334 nChanged 123 SP:Iteration 13Q (9483.805147 sec): 3 clusters Score: Raw -1126334.760675 + Penalty 2938.586095 = -1123396.174579 nChanged 97 SP:Iteration 14Q (9483.829214 sec): 3 clusters Score: Raw -1126374.646450 + Penalty 2938.586095 = -1123436.060354 nChanged 88 SP:Iteration 15Q (9483.853505 sec): 3 clusters Score: Raw -1126410.790311 + Penalty 2938.586095 = -1123472.204216 nChanged 80 SP:Iteration 16Q (9483.877491 sec): 3 clusters Score: Raw -1126442.151251 + Penalty 2938.586095 = -1123503.565156 nChanged 60 SP:Iteration 17Q (9483.901473 sec): 3 clusters Score: Raw -1126465.448233 + Penalty 2938.586095 = -1123526.862138 nChanged 57 SP:Iteration 18Q (9483.925438 sec): 3 clusters Score: Raw -1126487.748476 + Penalty 2938.586095 = -1123549.162380 nChanged 60 SP:Iteration 19Q (9483.949288 sec): 3 clusters Score: Raw -1126513.344837 + Penalty 2938.586095 = -1123574.758742 nChanged 63 SP:Iteration 20F (9483.974510 sec): 3 clusters Score: Raw -1126543.448434 + Penalty 2938.586095 = -1123604.862339 nChanged 63 SP:Iteration 21Q (9483.998251 sec): 3 clusters Score: Raw -1126573.440626 + Penalty 2938.586095 = -1123634.854531 nChanged 52 SP:Iteration 22Q (9484.021836 sec): 3 clusters Score: Raw -1126595.641880 + Penalty 2938.586095 = -1123657.055785 nChanged 42 SP:Iteration 23Q (9484.045532 sec): 3 clusters Score: Raw -1126615.919732 + Penalty 2938.586095 = -1123677.333637 nChanged 34 SP:Iteration 24Q (9484.069217 sec): 3 clusters Score: Raw -1126631.525988 + Penalty 2938.586095 = -1123692.939893 nChanged 40 SP:Iteration 25Q (9484.093033 sec): 3 clusters Score: Raw -1126651.886224 + Penalty 2938.586095 = -1123713.300129 nChanged 38 SP:Iteration 26Q (9484.116732 sec): 3 clusters Score: Raw -1126669.825210 + Penalty 2938.586095 = -1123731.239115 nChanged 26 SP:Iteration 27Q (9484.140461 sec): 3 clusters Score: Raw -1126678.977038 + Penalty 2938.586095 = -1123740.390942 nChanged 28 SP:Iteration 28Q (9484.163863 sec): 3 clusters Score: Raw -1126689.593213 + Penalty 2938.586095 = -1123751.007118 nChanged 22 SP:Iteration 29Q (9484.187361 sec): 3 clusters Score: Raw -1126697.752723 + Penalty 2938.586095 = -1123759.166628 nChanged 16 SP:Iteration 30Q (9484.210797 sec): 3 clusters Score: Raw -1126702.546009 + Penalty 2938.586095 = -1123763.959914 nChanged 20 SP:Iteration 31Q (9484.234401 sec): 3 clusters Score: Raw -1126709.716792 + Penalty 2938.586095 = -1123771.130696 nChanged 14 SP:Iteration 32Q (9484.257900 sec): 3 clusters Score: Raw -1126714.281599 + Penalty 2938.586095 = -1123775.695503 nChanged 12 SP:Iteration 33Q (9484.281471 sec): 3 clusters Score: Raw -1126718.013249 + Penalty 2938.586095 = -1123779.427154 nChanged 10 SP:Iteration 34Q (9484.304788 sec): 3 clusters Score: Raw -1126720.593173 + Penalty 2938.586095 = -1123782.007078 nChanged 7 SP:Iteration 35Q (9484.328099 sec): 3 clusters Score: Raw -1126722.830158 + Penalty 2938.586095 = -1123784.244062 nChanged 8 SP:Iteration 36Q (9484.351346 sec): 3 clusters Score: Raw -1126725.522832 + Penalty 2938.586095 = -1123786.936737 nChanged 2 SP:Iteration 37Q (9484.374636 sec): 3 clusters Score: Raw -1126725.724222 + Penalty 2938.586095 = -1123787.138127 nChanged 0 SP:Iteration 38F (9484.400003 sec): 3 clusters Score: Raw -1126725.724222 + Penalty 2938.586095 = -1123787.138127 nChanged 0 Trying to split cluster 25 (7522 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9484.421215 sec): 2 clusters Score: Raw -1013227.251647 + Penalty 1450.407943 = -1011776.843705 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9484.446184 sec): 3 clusters Score: Raw -1009113.100642 + Penalty 2900.815885 = -1006212.284757 nChanged 3188 SP:Iteration 1F (9484.470071 sec): 3 clusters Score: Raw -1010852.049866 + Penalty 2900.815885 = -1007951.233981 nChanged 471 SP:Iteration 2F (9484.494246 sec): 3 clusters Score: Raw -1011077.067680 + Penalty 2900.815885 = -1008176.251795 nChanged 387 SP:Iteration 3F (9484.518348 sec): 3 clusters Score: Raw -1011244.206358 + Penalty 2900.815885 = -1008343.390473 nChanged 321 SP:Iteration 4Q (9484.542416 sec): 3 clusters Score: Raw -1011386.252041 + Penalty 2900.815885 = -1008485.436156 nChanged 289 SP:Iteration 5Q (9484.566589 sec): 3 clusters Score: Raw -1011522.681357 + Penalty 2900.815885 = -1008621.865472 nChanged 333 SP:Iteration 6Q (9484.590591 sec): 3 clusters Score: Raw -1011701.024002 + Penalty 2900.815885 = -1008800.208116 nChanged 355 SP:Iteration 7Q (9484.614535 sec): 3 clusters Score: Raw -1011906.204268 + Penalty 2900.815885 = -1009005.388383 nChanged 371 SP:Iteration 8Q (9484.638713 sec): 3 clusters Score: Raw -1012181.952371 + Penalty 2900.815885 = -1009281.136486 nChanged 405 SP:Iteration 9F (9484.662745 sec): 3 clusters Score: Raw -1012503.304434 + Penalty 2900.815885 = -1009602.488549 nChanged 384 SP:Iteration 10F (9484.686612 sec): 3 clusters Score: Raw -1012829.347313 + Penalty 2900.815885 = -1009928.531428 nChanged 329 SP:Iteration 11Q (9484.710514 sec): 3 clusters Score: Raw -1013078.685856 + Penalty 2900.815885 = -1010177.869971 nChanged 237 SP:Iteration 12Q (9484.734406 sec): 3 clusters Score: Raw -1013268.990879 + Penalty 2900.815885 = -1010368.174994 nChanged 175 SP:Iteration 13Q (9484.758155 sec): 3 clusters Score: Raw -1013425.466076 + Penalty 2900.815885 = -1010524.650191 nChanged 132 SP:Iteration 14Q (9484.781625 sec): 3 clusters Score: Raw -1013540.356941 + Penalty 2900.815885 = -1010639.541056 nChanged 102 SP:Iteration 15Q (9484.804632 sec): 3 clusters Score: Raw -1013613.356909 + Penalty 2900.815885 = -1010712.541024 nChanged 69 SP:Iteration 16Q (9484.827284 sec): 3 clusters Score: Raw -1013663.237931 + Penalty 2900.815885 = -1010762.422046 nChanged 52 SP:Iteration 17Q (9484.849761 sec): 3 clusters Score: Raw -1013700.464674 + Penalty 2900.815885 = -1010799.648789 nChanged 40 SP:Iteration 18Q (9484.872289 sec): 3 clusters Score: Raw -1013719.274854 + Penalty 2900.815885 = -1010818.458969 nChanged 25 SP:Iteration 19Q (9484.894808 sec): 3 clusters Score: Raw -1013731.181308 + Penalty 2900.815885 = -1010830.365423 nChanged 20 SP:Iteration 20F (9484.918811 sec): 3 clusters Score: Raw -1013739.595741 + Penalty 2900.815885 = -1010838.779856 nChanged 14 SP:Iteration 21Q (9484.941134 sec): 3 clusters Score: Raw -1013746.979533 + Penalty 2900.815885 = -1010846.163648 nChanged 18 SP:Iteration 22Q (9484.963498 sec): 3 clusters Score: Raw -1013756.466159 + Penalty 2900.815885 = -1010855.650274 nChanged 14 SP:Iteration 23Q (9484.985675 sec): 3 clusters Score: Raw -1013764.089152 + Penalty 2900.815885 = -1010863.273267 nChanged 11 SP:Iteration 24Q (9485.007834 sec): 3 clusters Score: Raw -1013769.517038 + Penalty 2900.815885 = -1010868.701153 nChanged 8 SP:Iteration 25Q (9485.030205 sec): 3 clusters Score: Raw -1013772.206774 + Penalty 2900.815885 = -1010871.390888 nChanged 4 SP:Iteration 26Q (9485.052331 sec): 3 clusters Score: Raw -1013773.920588 + Penalty 2900.815885 = -1010873.104703 nChanged 4 SP:Iteration 27Q (9485.074640 sec): 3 clusters Score: Raw -1013774.795090 + Penalty 2900.815885 = -1010873.979204 nChanged 1 SP:Iteration 28Q (9485.096688 sec): 3 clusters Score: Raw -1013775.007235 + Penalty 2900.815885 = -1010874.191349 nChanged 1 SP:Iteration 29Q (9485.118983 sec): 3 clusters Score: Raw -1013775.828730 + Penalty 2900.815885 = -1010875.012845 nChanged 2 SP:Iteration 30Q (9485.141215 sec): 3 clusters Score: Raw -1013776.952784 + Penalty 2900.815885 = -1010876.136899 nChanged 2 SP:Iteration 31Q (9485.163567 sec): 3 clusters Score: Raw -1013777.398141 + Penalty 2900.815885 = -1010876.582255 nChanged 1 SP:Iteration 32Q (9485.185779 sec): 3 clusters Score: Raw -1013777.776330 + Penalty 2900.815885 = -1010876.960445 nChanged 2 SP:Iteration 33Q (9485.208250 sec): 3 clusters Score: Raw -1013778.180615 + Penalty 2900.815885 = -1010877.364730 nChanged 1 SP:Iteration 34Q (9485.230359 sec): 3 clusters Score: Raw -1013779.234081 + Penalty 2900.815885 = -1010878.418196 nChanged 1 SP:Iteration 35Q (9485.252395 sec): 3 clusters Score: Raw -1013779.626031 + Penalty 2900.815885 = -1010878.810146 nChanged 0 SP:Iteration 36F (9485.276322 sec): 3 clusters Score: Raw -1013779.626031 + Penalty 2900.815885 = -1010878.810146 nChanged 0 Trying to split cluster 26 (6388 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9485.296643 sec): 2 clusters Score: Raw -862750.617128 + Penalty 1423.853683 = -861326.763445 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9485.319903 sec): 3 clusters Score: Raw -859277.513352 + Penalty 2847.707366 = -856429.805986 nChanged 2672 SP:Iteration 1F (9485.342488 sec): 3 clusters Score: Raw -860706.471945 + Penalty 2847.707366 = -857858.764580 nChanged 439 SP:Iteration 2F (9485.365559 sec): 3 clusters Score: Raw -860906.472504 + Penalty 2847.707366 = -858058.765138 nChanged 331 SP:Iteration 3F (9485.388480 sec): 3 clusters Score: Raw -861078.744403 + Penalty 2847.707366 = -858231.037038 nChanged 306 SP:Iteration 4Q (9485.411388 sec): 3 clusters Score: Raw -861239.766187 + Penalty 2847.707366 = -858392.058822 nChanged 294 SP:Iteration 5Q (9485.434333 sec): 3 clusters Score: Raw -861404.957881 + Penalty 2847.707366 = -858557.250516 nChanged 267 SP:Iteration 6Q (9485.457379 sec): 3 clusters Score: Raw -861552.556220 + Penalty 2847.707366 = -858704.848855 nChanged 275 SP:Iteration 7Q (9485.480307 sec): 3 clusters Score: Raw -861710.401734 + Penalty 2847.707366 = -858862.694368 nChanged 261 SP:Iteration 8Q (9485.503132 sec): 3 clusters Score: Raw -861865.954323 + Penalty 2847.707366 = -859018.246957 nChanged 275 SP:Iteration 9Q (9485.526075 sec): 3 clusters Score: Raw -862033.174295 + Penalty 2847.707366 = -859185.466929 nChanged 266 SP:Iteration 10Q (9485.548874 sec): 3 clusters Score: Raw -862202.911923 + Penalty 2847.707366 = -859355.204558 nChanged 236 SP:Iteration 11Q (9485.571562 sec): 3 clusters Score: Raw -862359.113008 + Penalty 2847.707366 = -859511.405643 nChanged 200 SP:Iteration 12Q (9485.594365 sec): 3 clusters Score: Raw -862495.793438 + Penalty 2847.707366 = -859648.086072 nChanged 179 SP:Iteration 13Q (9485.616743 sec): 3 clusters Score: Raw -862620.923095 + Penalty 2847.707366 = -859773.215730 nChanged 173 SP:Iteration 14Q (9485.639424 sec): 3 clusters Score: Raw -862726.130443 + Penalty 2847.707366 = -859878.423078 nChanged 122 SP:Iteration 15Q (9485.661898 sec): 3 clusters Score: Raw -862802.581122 + Penalty 2847.707366 = -859954.873757 nChanged 97 SP:Iteration 16Q (9485.684047 sec): 3 clusters Score: Raw -862846.583126 + Penalty 2847.707366 = -859998.875761 nChanged 64 SP:Iteration 17Q (9485.706299 sec): 3 clusters Score: Raw -862874.771355 + Penalty 2847.707366 = -860027.063990 nChanged 53 SP:Iteration 18Q (9485.728059 sec): 3 clusters Score: Raw -862897.999540 + Penalty 2847.707366 = -860050.292174 nChanged 53 SP:Iteration 19Q (9485.749719 sec): 3 clusters Score: Raw -862923.388535 + Penalty 2847.707366 = -860075.681170 nChanged 65 SP:Iteration 20F (9485.772421 sec): 3 clusters Score: Raw -862964.575945 + Penalty 2847.707366 = -860116.868579 nChanged 62 SP:Iteration 21Q (9485.794290 sec): 3 clusters Score: Raw -863002.808873 + Penalty 2847.707366 = -860155.101507 nChanged 44 SP:Iteration 22Q (9485.816041 sec): 3 clusters Score: Raw -863025.705358 + Penalty 2847.707366 = -860177.997992 nChanged 41 SP:Iteration 23Q (9485.837913 sec): 3 clusters Score: Raw -863046.173637 + Penalty 2847.707366 = -860198.466271 nChanged 38 SP:Iteration 24Q (9485.859589 sec): 3 clusters Score: Raw -863063.907675 + Penalty 2847.707366 = -860216.200309 nChanged 35 SP:Iteration 25Q (9485.880902 sec): 3 clusters Score: Raw -863079.732161 + Penalty 2847.707366 = -860232.024795 nChanged 31 SP:Iteration 26Q (9485.902481 sec): 3 clusters Score: Raw -863092.781212 + Penalty 2847.707366 = -860245.073846 nChanged 21 SP:Iteration 27Q (9485.923950 sec): 3 clusters Score: Raw -863100.866534 + Penalty 2847.707366 = -860253.159169 nChanged 16 SP:Iteration 28Q (9485.945246 sec): 3 clusters Score: Raw -863105.873418 + Penalty 2847.707366 = -860258.166052 nChanged 16 SP:Iteration 29Q (9485.966639 sec): 3 clusters Score: Raw -863112.591673 + Penalty 2847.707366 = -860264.884308 nChanged 16 SP:Iteration 30Q (9485.988265 sec): 3 clusters Score: Raw -863116.838942 + Penalty 2847.707366 = -860269.131576 nChanged 14 SP:Iteration 31Q (9486.009474 sec): 3 clusters Score: Raw -863120.586349 + Penalty 2847.707366 = -860272.878984 nChanged 7 SP:Iteration 32Q (9486.030753 sec): 3 clusters Score: Raw -863122.069496 + Penalty 2847.707366 = -860274.362131 nChanged 8 SP:Iteration 33Q (9486.052036 sec): 3 clusters Score: Raw -863124.115258 + Penalty 2847.707366 = -860276.407893 nChanged 4 SP:Iteration 34Q (9486.073461 sec): 3 clusters Score: Raw -863125.185818 + Penalty 2847.707366 = -860277.478453 nChanged 1 SP:Iteration 35Q (9486.094987 sec): 3 clusters Score: Raw -863125.249745 + Penalty 2847.707366 = -860277.542380 nChanged 0 SP:Iteration 36F (9486.117641 sec): 3 clusters Score: Raw -863125.249745 + Penalty 2847.707366 = -860277.542380 nChanged 0 Trying to split cluster 27 (7329 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9486.139048 sec): 2 clusters Score: Raw -949308.784274 + Penalty 1446.184083 = -947862.600190 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9486.163978 sec): 3 clusters Score: Raw -945316.461935 + Penalty 2892.368167 = -942424.093768 nChanged 3029 SP:Iteration 1F (9486.187861 sec): 3 clusters Score: Raw -946905.593233 + Penalty 2892.368167 = -944013.225066 nChanged 562 SP:Iteration 2F (9486.212148 sec): 3 clusters Score: Raw -947239.329628 + Penalty 2892.368167 = -944346.961461 nChanged 497 SP:Iteration 3F (9486.236290 sec): 3 clusters Score: Raw -947645.802981 + Penalty 2892.368167 = -944753.434814 nChanged 480 SP:Iteration 4F (9486.260394 sec): 3 clusters Score: Raw -948081.163198 + Penalty 2892.368167 = -945188.795031 nChanged 550 SP:Iteration 5F (9486.284340 sec): 3 clusters Score: Raw -948540.860239 + Penalty 2892.368167 = -945648.492072 nChanged 484 SP:Iteration 6F (9486.308331 sec): 3 clusters Score: Raw -948959.313373 + Penalty 2892.368167 = -946066.945206 nChanged 427 SP:Iteration 7F (9486.332408 sec): 3 clusters Score: Raw -949309.447177 + Penalty 2892.368167 = -946417.079010 nChanged 351 SP:Iteration 8Q (9486.356206 sec): 3 clusters Score: Raw -949601.256046 + Penalty 2892.368167 = -946708.887879 nChanged 279 SP:Iteration 9Q (9486.379918 sec): 3 clusters Score: Raw -949813.377338 + Penalty 2892.368167 = -946921.009171 nChanged 197 SP:Iteration 10Q (9486.403769 sec): 3 clusters Score: Raw -949947.065342 + Penalty 2892.368167 = -947054.697175 nChanged 126 SP:Iteration 11Q (9486.427839 sec): 3 clusters Score: Raw -950024.324768 + Penalty 2892.368167 = -947131.956601 nChanged 95 SP:Iteration 12Q (9486.451683 sec): 3 clusters Score: Raw -950084.898198 + Penalty 2892.368167 = -947192.530031 nChanged 89 SP:Iteration 13Q (9486.475719 sec): 3 clusters Score: Raw -950150.153213 + Penalty 2892.368167 = -947257.785046 nChanged 67 SP:Iteration 14Q (9486.499420 sec): 3 clusters Score: Raw -950194.072726 + Penalty 2892.368167 = -947301.704559 nChanged 49 SP:Iteration 15Q (9486.523104 sec): 3 clusters Score: Raw -950218.248058 + Penalty 2892.368167 = -947325.879891 nChanged 45 SP:Iteration 16Q (9486.546718 sec): 3 clusters Score: Raw -950235.061641 + Penalty 2892.368167 = -947342.693474 nChanged 31 SP:Iteration 17Q (9486.570172 sec): 3 clusters Score: Raw -950245.811785 + Penalty 2892.368167 = -947353.443618 nChanged 24 SP:Iteration 18Q (9486.593643 sec): 3 clusters Score: Raw -950252.577091 + Penalty 2892.368167 = -947360.208924 nChanged 21 SP:Iteration 19Q (9486.617054 sec): 3 clusters Score: Raw -950259.348580 + Penalty 2892.368167 = -947366.980413 nChanged 14 SP:Iteration 20F (9486.641367 sec): 3 clusters Score: Raw -950262.639409 + Penalty 2892.368167 = -947370.271242 nChanged 12 SP:Iteration 21Q (9486.664840 sec): 3 clusters Score: Raw -950265.247051 + Penalty 2892.368167 = -947372.878884 nChanged 9 SP:Iteration 22Q (9486.688019 sec): 3 clusters Score: Raw -950267.092158 + Penalty 2892.368167 = -947374.723991 nChanged 9 SP:Iteration 23Q (9486.711409 sec): 3 clusters Score: Raw -950268.661414 + Penalty 2892.368167 = -947376.293247 nChanged 5 SP:Iteration 24Q (9486.734649 sec): 3 clusters Score: Raw -950269.963145 + Penalty 2892.368167 = -947377.594978 nChanged 7 SP:Iteration 25Q (9486.757803 sec): 3 clusters Score: Raw -950271.060159 + Penalty 2892.368167 = -947378.691992 nChanged 8 SP:Iteration 26Q (9486.781312 sec): 3 clusters Score: Raw -950272.509280 + Penalty 2892.368167 = -947380.141113 nChanged 5 SP:Iteration 27Q (9486.804580 sec): 3 clusters Score: Raw -950273.053364 + Penalty 2892.368167 = -947380.685197 nChanged 1 SP:Iteration 28Q (9486.852754 sec): 3 clusters Score: Raw -950273.113469 + Penalty 2892.368167 = -947380.745302 nChanged 0 SP:Iteration 29F (9486.876825 sec): 3 clusters Score: Raw -950273.113469 + Penalty 2892.368167 = -947380.745302 nChanged 0 Trying to split cluster 28 (4797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9486.895611 sec): 2 clusters Score: Raw -649584.517750 + Penalty 1377.308725 = -648207.209025 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9486.916954 sec): 3 clusters Score: Raw -647075.837765 + Penalty 2754.617450 = -644321.220315 nChanged 1935 SP:Iteration 1F (9486.937842 sec): 3 clusters Score: Raw -648119.196939 + Penalty 2754.617450 = -645364.579488 nChanged 337 SP:Iteration 2F (9486.958527 sec): 3 clusters Score: Raw -648330.682090 + Penalty 2754.617450 = -645576.064640 nChanged 270 SP:Iteration 3F (9486.977757 sec): 3 clusters Score: Raw -648503.224793 + Penalty 2754.617450 = -645748.607342 nChanged 223 SP:Iteration 4Q (9486.998446 sec): 3 clusters Score: Raw -648615.657486 + Penalty 2754.617450 = -645861.040036 nChanged 168 SP:Iteration 5Q (9487.019360 sec): 3 clusters Score: Raw -648704.352074 + Penalty 2754.617450 = -645949.734624 nChanged 154 SP:Iteration 6Q (9487.040182 sec): 3 clusters Score: Raw -648794.737294 + Penalty 2754.617450 = -646040.119843 nChanged 148 SP:Iteration 7Q (9487.061122 sec): 3 clusters Score: Raw -648872.684016 + Penalty 2754.617450 = -646118.066566 nChanged 132 SP:Iteration 8Q (9487.082123 sec): 3 clusters Score: Raw -648944.968676 + Penalty 2754.617450 = -646190.351225 nChanged 144 SP:Iteration 9Q (9487.102843 sec): 3 clusters Score: Raw -649018.449741 + Penalty 2754.617450 = -646263.832290 nChanged 134 SP:Iteration 10Q (9487.123257 sec): 3 clusters Score: Raw -649083.351332 + Penalty 2754.617450 = -646328.733882 nChanged 128 SP:Iteration 11Q (9487.144012 sec): 3 clusters Score: Raw -649138.380609 + Penalty 2754.617450 = -646383.763159 nChanged 103 SP:Iteration 12Q (9487.164561 sec): 3 clusters Score: Raw -649186.896251 + Penalty 2754.617450 = -646432.278800 nChanged 102 SP:Iteration 13Q (9487.185083 sec): 3 clusters Score: Raw -649226.794938 + Penalty 2754.617450 = -646472.177487 nChanged 96 SP:Iteration 14Q (9487.205806 sec): 3 clusters Score: Raw -649273.096750 + Penalty 2754.617450 = -646518.479299 nChanged 108 SP:Iteration 15Q (9487.226318 sec): 3 clusters Score: Raw -649326.920897 + Penalty 2754.617450 = -646572.303446 nChanged 94 SP:Iteration 16Q (9487.246905 sec): 3 clusters Score: Raw -649372.009304 + Penalty 2754.617450 = -646617.391854 nChanged 96 SP:Iteration 17Q (9487.267621 sec): 3 clusters Score: Raw -649418.102183 + Penalty 2754.617450 = -646663.484732 nChanged 89 SP:Iteration 18Q (9487.288352 sec): 3 clusters Score: Raw -649458.927135 + Penalty 2754.617450 = -646704.309684 nChanged 85 SP:Iteration 19Q (9487.308799 sec): 3 clusters Score: Raw -649490.768499 + Penalty 2754.617450 = -646736.151049 nChanged 63 SP:Iteration 20F (9487.329631 sec): 3 clusters Score: Raw -649510.581882 + Penalty 2754.617450 = -646755.964431 nChanged 47 SP:Iteration 21Q (9487.350194 sec): 3 clusters Score: Raw -649528.803375 + Penalty 2754.617450 = -646774.185924 nChanged 43 SP:Iteration 22Q (9487.370763 sec): 3 clusters Score: Raw -649543.802714 + Penalty 2754.617450 = -646789.185263 nChanged 40 SP:Iteration 23Q (9487.391240 sec): 3 clusters Score: Raw -649561.774681 + Penalty 2754.617450 = -646807.157230 nChanged 47 SP:Iteration 24Q (9487.411616 sec): 3 clusters Score: Raw -649580.638024 + Penalty 2754.617450 = -646826.020573 nChanged 45 SP:Iteration 25Q (9487.432203 sec): 3 clusters Score: Raw -649595.517020 + Penalty 2754.617450 = -646840.899569 nChanged 39 SP:Iteration 26Q (9487.452732 sec): 3 clusters Score: Raw -649611.053618 + Penalty 2754.617450 = -646856.436168 nChanged 40 SP:Iteration 27Q (9487.473140 sec): 3 clusters Score: Raw -649622.964885 + Penalty 2754.617450 = -646868.347434 nChanged 31 SP:Iteration 28Q (9487.493641 sec): 3 clusters Score: Raw -649633.996869 + Penalty 2754.617450 = -646879.379418 nChanged 24 SP:Iteration 29Q (9487.514165 sec): 3 clusters Score: Raw -649641.953040 + Penalty 2754.617450 = -646887.335590 nChanged 28 SP:Iteration 30Q (9487.534724 sec): 3 clusters Score: Raw -649652.364158 + Penalty 2754.617450 = -646897.746707 nChanged 31 SP:Iteration 31Q (9487.555198 sec): 3 clusters Score: Raw -649663.370085 + Penalty 2754.617450 = -646908.752634 nChanged 33 SP:Iteration 32Q (9487.575555 sec): 3 clusters Score: Raw -649678.784881 + Penalty 2754.617450 = -646924.167430 nChanged 29 SP:Iteration 33Q (9487.595937 sec): 3 clusters Score: Raw -649690.491342 + Penalty 2754.617450 = -646935.873891 nChanged 25 SP:Iteration 34Q (9487.616563 sec): 3 clusters Score: Raw -649699.679579 + Penalty 2754.617450 = -646945.062128 nChanged 28 SP:Iteration 35Q (9487.636949 sec): 3 clusters Score: Raw -649707.812118 + Penalty 2754.617450 = -646953.194668 nChanged 17 SP:Iteration 36Q (9487.657498 sec): 3 clusters Score: Raw -649713.871543 + Penalty 2754.617450 = -646959.254092 nChanged 16 SP:Iteration 37Q (9487.678051 sec): 3 clusters Score: Raw -649718.695575 + Penalty 2754.617450 = -646964.078124 nChanged 16 SP:Iteration 38Q (9487.698315 sec): 3 clusters Score: Raw -649724.832267 + Penalty 2754.617450 = -646970.214817 nChanged 19 SP:Iteration 39Q (9487.718487 sec): 3 clusters Score: Raw -649733.285645 + Penalty 2754.617450 = -646978.668195 nChanged 16 SP:Iteration 40F (9487.739237 sec): 3 clusters Score: Raw -649738.670874 + Penalty 2754.617450 = -646984.053424 nChanged 17 SP:Iteration 41Q (9487.759794 sec): 3 clusters Score: Raw -649744.536036 + Penalty 2754.617450 = -646989.918586 nChanged 14 SP:Iteration 42Q (9487.780324 sec): 3 clusters Score: Raw -649747.408953 + Penalty 2754.617450 = -646992.791503 nChanged 15 SP:Iteration 43Q (9487.800824 sec): 3 clusters Score: Raw -649750.763841 + Penalty 2754.617450 = -646996.146391 nChanged 8 SP:Iteration 44Q (9487.821309 sec): 3 clusters Score: Raw -649752.661184 + Penalty 2754.617450 = -646998.043733 nChanged 8 SP:Iteration 45Q (9487.841956 sec): 3 clusters Score: Raw -649754.867079 + Penalty 2754.617450 = -647000.249628 nChanged 3 SP:Iteration 46Q (9487.862241 sec): 3 clusters Score: Raw -649755.743268 + Penalty 2754.617450 = -647001.125818 nChanged 6 SP:Iteration 47Q (9487.882604 sec): 3 clusters Score: Raw -649757.037009 + Penalty 2754.617450 = -647002.419558 nChanged 4 SP:Iteration 48Q (9487.903179 sec): 3 clusters Score: Raw -649757.804602 + Penalty 2754.617450 = -647003.187151 nChanged 4 SP:Iteration 49Q (9487.923534 sec): 3 clusters Score: Raw -649758.660264 + Penalty 2754.617450 = -647004.042814 nChanged 3 SP:Iteration 50Q (9487.943914 sec): 3 clusters Score: Raw -649759.138123 + Penalty 2754.617450 = -647004.520673 nChanged 4 SP:Iteration 51Q (9487.964438 sec): 3 clusters Score: Raw -649760.422153 + Penalty 2754.617450 = -647005.804702 nChanged 5 SP:Iteration 52Q (9487.984717 sec): 3 clusters Score: Raw -649761.722856 + Penalty 2754.617450 = -647007.105405 nChanged 7 SP:Iteration 53Q (9488.005252 sec): 3 clusters Score: Raw -649764.019624 + Penalty 2754.617450 = -647009.402174 nChanged 13 SP:Iteration 54Q (9488.025525 sec): 3 clusters Score: Raw -649766.913401 + Penalty 2754.617450 = -647012.295950 nChanged 7 SP:Iteration 55Q (9488.046173 sec): 3 clusters Score: Raw -649768.305184 + Penalty 2754.617450 = -647013.687733 nChanged 7 SP:Iteration 56Q (9488.066655 sec): 3 clusters Score: Raw -649769.640956 + Penalty 2754.617450 = -647015.023505 nChanged 7 SP:Iteration 57Q (9488.087172 sec): 3 clusters Score: Raw -649770.732552 + Penalty 2754.617450 = -647016.115102 nChanged 4 SP:Iteration 58Q (9488.107708 sec): 3 clusters Score: Raw -649771.306640 + Penalty 2754.617450 = -647016.689190 nChanged 2 SP:Iteration 59Q (9488.128128 sec): 3 clusters Score: Raw -649771.713915 + Penalty 2754.617450 = -647017.096465 nChanged 2 SP:Iteration 60F (9488.149032 sec): 3 clusters Score: Raw -649772.249527 + Penalty 2754.617450 = -647017.632076 nChanged 4 SP:Iteration 61Q (9488.169588 sec): 3 clusters Score: Raw -649773.152397 + Penalty 2754.617450 = -647018.534946 nChanged 5 SP:Iteration 62Q (9488.190236 sec): 3 clusters Score: Raw -649774.023143 + Penalty 2754.617450 = -647019.405693 nChanged 3 SP:Iteration 63Q (9488.210464 sec): 3 clusters Score: Raw -649774.892004 + Penalty 2754.617450 = -647020.274553 nChanged 7 SP:Iteration 64Q (9488.230999 sec): 3 clusters Score: Raw -649777.397749 + Penalty 2754.617450 = -647022.780299 nChanged 7 SP:Iteration 65Q (9488.251664 sec): 3 clusters Score: Raw -649779.102051 + Penalty 2754.617450 = -647024.484601 nChanged 4 SP:Iteration 66Q (9488.272308 sec): 3 clusters Score: Raw -649779.802359 + Penalty 2754.617450 = -647025.184909 nChanged 3 SP:Iteration 67Q (9488.292679 sec): 3 clusters Score: Raw -649780.873086 + Penalty 2754.617450 = -647026.255636 nChanged 6 SP:Iteration 68Q (9488.312999 sec): 3 clusters Score: Raw -649782.401510 + Penalty 2754.617450 = -647027.784059 nChanged 3 SP:Iteration 69Q (9488.333629 sec): 3 clusters Score: Raw -649783.324029 + Penalty 2754.617450 = -647028.706579 nChanged 2 SP:Iteration 70Q (9488.353762 sec): 3 clusters Score: Raw -649783.497761 + Penalty 2754.617450 = -647028.880311 nChanged 2 SP:Iteration 71Q (9488.374261 sec): 3 clusters Score: Raw -649783.663798 + Penalty 2754.617450 = -647029.046347 nChanged 1 SP:Iteration 72Q (9488.394729 sec): 3 clusters Score: Raw -649783.839162 + Penalty 2754.617450 = -647029.221712 nChanged 2 SP:Iteration 73Q (9488.415298 sec): 3 clusters Score: Raw -649784.003476 + Penalty 2754.617450 = -647029.386025 nChanged 2 SP:Iteration 74Q (9488.435811 sec): 3 clusters Score: Raw -649784.199965 + Penalty 2754.617450 = -647029.582514 nChanged 1 SP:Iteration 75Q (9488.456256 sec): 3 clusters Score: Raw -649784.423389 + Penalty 2754.617450 = -647029.805938 nChanged 2 SP:Iteration 76Q (9488.476852 sec): 3 clusters Score: Raw -649784.804318 + Penalty 2754.617450 = -647030.186868 nChanged 0 SP:Iteration 77F (9488.497556 sec): 3 clusters Score: Raw -649784.804318 + Penalty 2754.617450 = -647030.186868 nChanged 0 Trying to split cluster 29 (938 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9488.512107 sec): 2 clusters Score: Raw -118436.086683 + Penalty 1112.109367 = -117323.977316 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9488.517608 sec): 3 clusters Score: Raw -118189.989332 + Penalty 2224.218733 = -115965.770599 nChanged 275 SP:Iteration 1F (9488.522731 sec): 3 clusters Score: Raw -118467.954055 + Penalty 2224.218733 = -116243.735322 nChanged 86 SP:Iteration 2F (9488.527860 sec): 3 clusters Score: Raw -118594.766946 + Penalty 2224.218733 = -116370.548212 nChanged 59 SP:Iteration 3F (9488.532993 sec): 3 clusters Score: Raw -118684.873042 + Penalty 2224.218733 = -116460.654308 nChanged 47 SP:Iteration 4F (9488.538122 sec): 3 clusters Score: Raw -118764.789967 + Penalty 2224.218733 = -116540.571234 nChanged 38 SP:Iteration 5Q (9488.543115 sec): 3 clusters Score: Raw -118823.979471 + Penalty 2224.218733 = -116599.760737 nChanged 25 SP:Iteration 6Q (9488.548096 sec): 3 clusters Score: Raw -118864.816058 + Penalty 2224.218733 = -116640.597325 nChanged 22 SP:Iteration 7Q (9488.553122 sec): 3 clusters Score: Raw -118890.172198 + Penalty 2224.218733 = -116665.953464 nChanged 13 SP:Iteration 8Q (9488.558093 sec): 3 clusters Score: Raw -118904.890046 + Penalty 2224.218733 = -116680.671313 nChanged 9 SP:Iteration 9Q (9488.563020 sec): 3 clusters Score: Raw -118917.711533 + Penalty 2224.218733 = -116693.492800 nChanged 9 SP:Iteration 10Q (9488.568019 sec): 3 clusters Score: Raw -118940.687727 + Penalty 2224.218733 = -116716.468993 nChanged 9 SP:Iteration 11Q (9488.573013 sec): 3 clusters Score: Raw -118966.482193 + Penalty 2224.218733 = -116742.263460 nChanged 10 SP:Iteration 12Q (9488.577991 sec): 3 clusters Score: Raw -118980.734162 + Penalty 2224.218733 = -116756.515429 nChanged 3 SP:Iteration 13Q (9488.582938 sec): 3 clusters Score: Raw -118986.431182 + Penalty 2224.218733 = -116762.212449 nChanged 4 SP:Iteration 14Q (9488.587880 sec): 3 clusters Score: Raw -118989.790782 + Penalty 2224.218733 = -116765.572048 nChanged 4 SP:Iteration 15Q (9488.592832 sec): 3 clusters Score: Raw -118994.360604 + Penalty 2224.218733 = -116770.141870 nChanged 4 SP:Iteration 16Q (9488.597806 sec): 3 clusters Score: Raw -119000.944760 + Penalty 2224.218733 = -116776.726027 nChanged 7 SP:Iteration 17Q (9488.602800 sec): 3 clusters Score: Raw -119011.932225 + Penalty 2224.218733 = -116787.713491 nChanged 9 SP:Iteration 18Q (9488.607785 sec): 3 clusters Score: Raw -119020.286144 + Penalty 2224.218733 = -116796.067411 nChanged 4 SP:Iteration 19Q (9488.612770 sec): 3 clusters Score: Raw -119024.737014 + Penalty 2224.218733 = -116800.518280 nChanged 1 SP:Iteration 20F (9488.617848 sec): 3 clusters Score: Raw -119026.075402 + Penalty 2224.218733 = -116801.856668 nChanged 2 SP:Iteration 21Q (9488.622799 sec): 3 clusters Score: Raw -119027.253902 + Penalty 2224.218733 = -116803.035168 nChanged 1 SP:Iteration 22Q (9488.627727 sec): 3 clusters Score: Raw -119027.822509 + Penalty 2224.218733 = -116803.603776 nChanged 0 SP:Iteration 23F (9488.632788 sec): 3 clusters Score: Raw -119027.822509 + Penalty 2224.218733 = -116803.603776 nChanged 0 Trying to split cluster 30 (12265 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9488.659899 sec): 2 clusters Score: Raw -1653182.825030 + Penalty 1529.857055 = -1651652.967975 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9488.691622 sec): 3 clusters Score: Raw -1646119.737252 + Penalty 3059.714111 = -1643060.023141 nChanged 5333 SP:Iteration 1F (9488.721899 sec): 3 clusters Score: Raw -1649096.939064 + Penalty 3059.714111 = -1646037.224953 nChanged 787 SP:Iteration 2F (9488.752457 sec): 3 clusters Score: Raw -1649467.180788 + Penalty 3059.714111 = -1646407.466677 nChanged 689 SP:Iteration 3F (9488.782792 sec): 3 clusters Score: Raw -1649820.459938 + Penalty 3059.714111 = -1646760.745827 nChanged 601 SP:Iteration 4Q (9488.813661 sec): 3 clusters Score: Raw -1650144.275195 + Penalty 3059.714111 = -1647084.561084 nChanged 595 SP:Iteration 5Q (9488.844362 sec): 3 clusters Score: Raw -1650474.807127 + Penalty 3059.714111 = -1647415.093016 nChanged 599 SP:Iteration 6Q (9488.875251 sec): 3 clusters Score: Raw -1650826.679017 + Penalty 3059.714111 = -1647766.964907 nChanged 595 SP:Iteration 7Q (9488.905858 sec): 3 clusters Score: Raw -1651194.441084 + Penalty 3059.714111 = -1648134.726973 nChanged 610 SP:Iteration 8Q (9488.936581 sec): 3 clusters Score: Raw -1651586.042544 + Penalty 3059.714111 = -1648526.328433 nChanged 580 SP:Iteration 9Q (9488.967150 sec): 3 clusters Score: Raw -1651970.630352 + Penalty 3059.714111 = -1648910.916241 nChanged 517 SP:Iteration 10Q (9488.997518 sec): 3 clusters Score: Raw -1652263.090189 + Penalty 3059.714111 = -1649203.376078 nChanged 378 SP:Iteration 11Q (9489.027868 sec): 3 clusters Score: Raw -1652436.883145 + Penalty 3059.714111 = -1649377.169034 nChanged 297 SP:Iteration 12Q (9489.058189 sec): 3 clusters Score: Raw -1652551.060907 + Penalty 3059.714111 = -1649491.346796 nChanged 239 SP:Iteration 13Q (9489.088389 sec): 3 clusters Score: Raw -1652622.956075 + Penalty 3059.714111 = -1649563.241964 nChanged 191 SP:Iteration 14Q (9489.118504 sec): 3 clusters Score: Raw -1652671.028186 + Penalty 3059.714111 = -1649611.314075 nChanged 128 SP:Iteration 15Q (9489.148697 sec): 3 clusters Score: Raw -1652702.595693 + Penalty 3059.714111 = -1649642.881582 nChanged 103 SP:Iteration 16Q (9489.178517 sec): 3 clusters Score: Raw -1652721.804733 + Penalty 3059.714111 = -1649662.090622 nChanged 77 SP:Iteration 17Q (9489.208322 sec): 3 clusters Score: Raw -1652740.659905 + Penalty 3059.714111 = -1649680.945794 nChanged 85 SP:Iteration 18Q (9489.238400 sec): 3 clusters Score: Raw -1652758.068981 + Penalty 3059.714111 = -1649698.354870 nChanged 81 SP:Iteration 19Q (9489.268234 sec): 3 clusters Score: Raw -1652773.306215 + Penalty 3059.714111 = -1649713.592104 nChanged 78 SP:Iteration 20F (9489.298788 sec): 3 clusters Score: Raw -1652786.585852 + Penalty 3059.714111 = -1649726.871741 nChanged 62 SP:Iteration 21Q (9489.328659 sec): 3 clusters Score: Raw -1652795.058035 + Penalty 3059.714111 = -1649735.343924 nChanged 54 SP:Iteration 22Q (9489.358628 sec): 3 clusters Score: Raw -1652803.919913 + Penalty 3059.714111 = -1649744.205802 nChanged 53 SP:Iteration 23Q (9489.388388 sec): 3 clusters Score: Raw -1652812.108187 + Penalty 3059.714111 = -1649752.394076 nChanged 53 SP:Iteration 24Q (9489.418238 sec): 3 clusters Score: Raw -1652820.409233 + Penalty 3059.714111 = -1649760.695122 nChanged 53 SP:Iteration 25Q (9489.447826 sec): 3 clusters Score: Raw -1652829.939032 + Penalty 3059.714111 = -1649770.224921 nChanged 55 SP:Iteration 26Q (9489.477577 sec): 3 clusters Score: Raw -1652839.564537 + Penalty 3059.714111 = -1649779.850426 nChanged 54 SP:Iteration 27Q (9489.507507 sec): 3 clusters Score: Raw -1652849.679413 + Penalty 3059.714111 = -1649789.965302 nChanged 55 SP:Iteration 28Q (9489.537205 sec): 3 clusters Score: Raw -1652858.113031 + Penalty 3059.714111 = -1649798.398920 nChanged 52 SP:Iteration 29Q (9489.567086 sec): 3 clusters Score: Raw -1652865.075844 + Penalty 3059.714111 = -1649805.361733 nChanged 39 SP:Iteration 30Q (9489.596824 sec): 3 clusters Score: Raw -1652870.983499 + Penalty 3059.714111 = -1649811.269388 nChanged 43 SP:Iteration 31Q (9489.626601 sec): 3 clusters Score: Raw -1652878.454241 + Penalty 3059.714111 = -1649818.740131 nChanged 48 SP:Iteration 32Q (9489.656316 sec): 3 clusters Score: Raw -1652887.164683 + Penalty 3059.714111 = -1649827.450572 nChanged 41 SP:Iteration 33Q (9489.685946 sec): 3 clusters Score: Raw -1652894.196998 + Penalty 3059.714111 = -1649834.482887 nChanged 45 SP:Iteration 34Q (9489.715670 sec): 3 clusters Score: Raw -1652902.686321 + Penalty 3059.714111 = -1649842.972210 nChanged 49 SP:Iteration 35Q (9489.745445 sec): 3 clusters Score: Raw -1652911.821330 + Penalty 3059.714111 = -1649852.107219 nChanged 66 SP:Iteration 36Q (9489.775199 sec): 3 clusters Score: Raw -1652926.851351 + Penalty 3059.714111 = -1649867.137240 nChanged 68 SP:Iteration 37Q (9489.804791 sec): 3 clusters Score: Raw -1652943.381881 + Penalty 3059.714111 = -1649883.667770 nChanged 87 SP:Iteration 38Q (9489.834665 sec): 3 clusters Score: Raw -1652971.112086 + Penalty 3059.714111 = -1649911.397975 nChanged 109 SP:Iteration 39Q (9489.864089 sec): 3 clusters Score: Raw -1653009.547403 + Penalty 3059.714111 = -1649949.833292 nChanged 104 SP:Iteration 40F (9489.894381 sec): 3 clusters Score: Raw -1653043.711122 + Penalty 3059.714111 = -1649983.997011 nChanged 99 SP:Iteration 41Q (9489.923984 sec): 3 clusters Score: Raw -1653080.040327 + Penalty 3059.714111 = -1650020.326216 nChanged 120 SP:Iteration 42Q (9489.953461 sec): 3 clusters Score: Raw -1653118.476890 + Penalty 3059.714111 = -1650058.762779 nChanged 98 SP:Iteration 43Q (9489.983111 sec): 3 clusters Score: Raw -1653149.825193 + Penalty 3059.714111 = -1650090.111082 nChanged 90 SP:Iteration 44Q (9490.012447 sec): 3 clusters Score: Raw -1653177.530941 + Penalty 3059.714111 = -1650117.816830 nChanged 81 SP:Iteration 45Q (9490.042060 sec): 3 clusters Score: Raw -1653201.548718 + Penalty 3059.714111 = -1650141.834607 nChanged 69 SP:Iteration 46Q (9490.071479 sec): 3 clusters Score: Raw -1653217.296606 + Penalty 3059.714111 = -1650157.582495 nChanged 71 SP:Iteration 47Q (9490.100811 sec): 3 clusters Score: Raw -1653237.377462 + Penalty 3059.714111 = -1650177.663351 nChanged 68 SP:Iteration 48Q (9490.130153 sec): 3 clusters Score: Raw -1653256.076869 + Penalty 3059.714111 = -1650196.362758 nChanged 74 SP:Iteration 49Q (9490.159557 sec): 3 clusters Score: Raw -1653278.371253 + Penalty 3059.714111 = -1650218.657142 nChanged 73 SP:Iteration 50Q (9490.188784 sec): 3 clusters Score: Raw -1653297.658084 + Penalty 3059.714111 = -1650237.943973 nChanged 69 SP:Iteration 51Q (9490.217989 sec): 3 clusters Score: Raw -1653314.672892 + Penalty 3059.714111 = -1650254.958781 nChanged 73 SP:Iteration 52Q (9490.247328 sec): 3 clusters Score: Raw -1653334.312292 + Penalty 3059.714111 = -1650274.598181 nChanged 65 SP:Iteration 53Q (9490.276426 sec): 3 clusters Score: Raw -1653352.615830 + Penalty 3059.714111 = -1650292.901719 nChanged 58 SP:Iteration 54Q (9490.305440 sec): 3 clusters Score: Raw -1653365.910939 + Penalty 3059.714111 = -1650306.196828 nChanged 43 SP:Iteration 55Q (9490.334413 sec): 3 clusters Score: Raw -1653373.194398 + Penalty 3059.714111 = -1650313.480287 nChanged 34 SP:Iteration 56Q (9490.363376 sec): 3 clusters Score: Raw -1653378.015003 + Penalty 3059.714111 = -1650318.300892 nChanged 26 SP:Iteration 57Q (9490.392562 sec): 3 clusters Score: Raw -1653382.825816 + Penalty 3059.714111 = -1650323.111705 nChanged 22 SP:Iteration 58Q (9490.421419 sec): 3 clusters Score: Raw -1653386.416367 + Penalty 3059.714111 = -1650326.702256 nChanged 19 SP:Iteration 59Q (9490.450479 sec): 3 clusters Score: Raw -1653388.930356 + Penalty 3059.714111 = -1650329.216245 nChanged 18 SP:Iteration 60F (9490.480964 sec): 3 clusters Score: Raw -1653391.439987 + Penalty 3059.714111 = -1650331.725876 nChanged 20 SP:Iteration 61Q (9490.510042 sec): 3 clusters Score: Raw -1653395.210929 + Penalty 3059.714111 = -1650335.496818 nChanged 27 SP:Iteration 62Q (9490.539233 sec): 3 clusters Score: Raw -1653399.206949 + Penalty 3059.714111 = -1650339.492838 nChanged 27 SP:Iteration 63Q (9490.568303 sec): 3 clusters Score: Raw -1653402.795452 + Penalty 3059.714111 = -1650343.081341 nChanged 21 SP:Iteration 64Q (9490.597412 sec): 3 clusters Score: Raw -1653405.572188 + Penalty 3059.714111 = -1650345.858077 nChanged 18 SP:Iteration 65Q (9490.626383 sec): 3 clusters Score: Raw -1653408.268415 + Penalty 3059.714111 = -1650348.554305 nChanged 17 SP:Iteration 66Q (9490.655319 sec): 3 clusters Score: Raw -1653410.317784 + Penalty 3059.714111 = -1650350.603673 nChanged 12 SP:Iteration 67Q (9490.684356 sec): 3 clusters Score: Raw -1653411.818582 + Penalty 3059.714111 = -1650352.104471 nChanged 12 SP:Iteration 68Q (9490.713150 sec): 3 clusters Score: Raw -1653413.155326 + Penalty 3059.714111 = -1650353.441215 nChanged 14 SP:Iteration 69Q (9490.742175 sec): 3 clusters Score: Raw -1653414.888803 + Penalty 3059.714111 = -1650355.174692 nChanged 12 SP:Iteration 70Q (9490.771079 sec): 3 clusters Score: Raw -1653417.055560 + Penalty 3059.714111 = -1650357.341449 nChanged 15 SP:Iteration 71Q (9490.799928 sec): 3 clusters Score: Raw -1653419.887772 + Penalty 3059.714111 = -1650360.173661 nChanged 16 SP:Iteration 72Q (9490.828665 sec): 3 clusters Score: Raw -1653421.943649 + Penalty 3059.714111 = -1650362.229538 nChanged 18 SP:Iteration 73Q (9490.857483 sec): 3 clusters Score: Raw -1653425.106276 + Penalty 3059.714111 = -1650365.392165 nChanged 17 SP:Iteration 74Q (9490.886413 sec): 3 clusters Score: Raw -1653427.814518 + Penalty 3059.714111 = -1650368.100408 nChanged 20 SP:Iteration 75Q (9490.915104 sec): 3 clusters Score: Raw -1653431.721571 + Penalty 3059.714111 = -1650372.007460 nChanged 19 SP:Iteration 76Q (9490.943962 sec): 3 clusters Score: Raw -1653435.944360 + Penalty 3059.714111 = -1650376.230249 nChanged 27 SP:Iteration 77Q (9490.972635 sec): 3 clusters Score: Raw -1653440.479633 + Penalty 3059.714111 = -1650380.765522 nChanged 25 SP:Iteration 78Q (9491.001171 sec): 3 clusters Score: Raw -1653444.337174 + Penalty 3059.714111 = -1650384.623063 nChanged 13 SP:Iteration 79Q (9491.029923 sec): 3 clusters Score: Raw -1653446.452103 + Penalty 3059.714111 = -1650386.737992 nChanged 13 SP:Iteration 80F (9491.060343 sec): 3 clusters Score: Raw -1653447.687743 + Penalty 3059.714111 = -1650387.973633 nChanged 10 SP:Iteration 81Q (9491.089063 sec): 3 clusters Score: Raw -1653448.631889 + Penalty 3059.714111 = -1650388.917778 nChanged 7 SP:Iteration 82Q (9491.117728 sec): 3 clusters Score: Raw -1653449.661310 + Penalty 3059.714111 = -1650389.947199 nChanged 11 SP:Iteration 83Q (9491.146387 sec): 3 clusters Score: Raw -1653450.863261 + Penalty 3059.714111 = -1650391.149150 nChanged 7 SP:Iteration 84Q (9491.175048 sec): 3 clusters Score: Raw -1653451.638054 + Penalty 3059.714111 = -1650391.923943 nChanged 4 SP:Iteration 85Q (9491.203631 sec): 3 clusters Score: Raw -1653452.165755 + Penalty 3059.714111 = -1650392.451644 nChanged 4 SP:Iteration 86Q (9491.232372 sec): 3 clusters Score: Raw -1653452.583875 + Penalty 3059.714111 = -1650392.869764 nChanged 4 SP:Iteration 87Q (9491.261204 sec): 3 clusters Score: Raw -1653453.248713 + Penalty 3059.714111 = -1650393.534602 nChanged 5 SP:Iteration 88Q (9491.289736 sec): 3 clusters Score: Raw -1653453.779198 + Penalty 3059.714111 = -1650394.065087 nChanged 7 SP:Iteration 89Q (9491.318528 sec): 3 clusters Score: Raw -1653454.690999 + Penalty 3059.714111 = -1650394.976888 nChanged 8 SP:Iteration 90Q (9491.347055 sec): 3 clusters Score: Raw -1653455.683370 + Penalty 3059.714111 = -1650395.969259 nChanged 6 SP:Iteration 91Q (9491.375851 sec): 3 clusters Score: Raw -1653456.374551 + Penalty 3059.714111 = -1650396.660440 nChanged 5 SP:Iteration 92Q (9491.404502 sec): 3 clusters Score: Raw -1653456.889700 + Penalty 3059.714111 = -1650397.175589 nChanged 3 SP:Iteration 93Q (9491.433065 sec): 3 clusters Score: Raw -1653457.262981 + Penalty 3059.714111 = -1650397.548870 nChanged 5 SP:Iteration 94Q (9491.461857 sec): 3 clusters Score: Raw -1653457.877657 + Penalty 3059.714111 = -1650398.163546 nChanged 7 SP:Iteration 95Q (9491.490392 sec): 3 clusters Score: Raw -1653458.848468 + Penalty 3059.714111 = -1650399.134357 nChanged 10 SP:Iteration 96Q (9491.519021 sec): 3 clusters Score: Raw -1653459.957715 + Penalty 3059.714111 = -1650400.243604 nChanged 7 SP:Iteration 97Q (9491.547630 sec): 3 clusters Score: Raw -1653461.134149 + Penalty 3059.714111 = -1650401.420038 nChanged 12 SP:Iteration 98Q (9491.576092 sec): 3 clusters Score: Raw -1653462.853781 + Penalty 3059.714111 = -1650403.139670 nChanged 16 SP:Iteration 99Q (9491.604658 sec): 3 clusters Score: Raw -1653465.503672 + Penalty 3059.714111 = -1650405.789562 nChanged 15 SP:Iteration 100F (9491.635235 sec): 3 clusters Score: Raw -1653467.642503 + Penalty 3059.714111 = -1650407.928393 nChanged 10 SP:Iteration 101Q (9491.663793 sec): 3 clusters Score: Raw -1653468.940532 + Penalty 3059.714111 = -1650409.226421 nChanged 10 SP:Iteration 102Q (9491.692616 sec): 3 clusters Score: Raw -1653470.479589 + Penalty 3059.714111 = -1650410.765478 nChanged 6 SP:Iteration 103Q (9491.721129 sec): 3 clusters Score: Raw -1653471.475797 + Penalty 3059.714111 = -1650411.761686 nChanged 10 SP:Iteration 104Q (9491.749742 sec): 3 clusters Score: Raw -1653473.208392 + Penalty 3059.714111 = -1650413.494281 nChanged 10 SP:Iteration 105Q (9491.778141 sec): 3 clusters Score: Raw -1653475.069367 + Penalty 3059.714111 = -1650415.355256 nChanged 12 SP:Iteration 106Q (9491.806753 sec): 3 clusters Score: Raw -1653476.854005 + Penalty 3059.714111 = -1650417.139894 nChanged 13 SP:Iteration 107Q (9491.835130 sec): 3 clusters Score: Raw -1653478.635319 + Penalty 3059.714111 = -1650418.921208 nChanged 10 SP:Iteration 108Q (9491.863677 sec): 3 clusters Score: Raw -1653480.375823 + Penalty 3059.714111 = -1650420.661712 nChanged 10 SP:Iteration 109Q (9491.892352 sec): 3 clusters Score: Raw -1653482.081206 + Penalty 3059.714111 = -1650422.367095 nChanged 9 SP:Iteration 110Q (9491.921056 sec): 3 clusters Score: Raw -1653483.282107 + Penalty 3059.714111 = -1650423.567996 nChanged 11 SP:Iteration 111Q (9491.949507 sec): 3 clusters Score: Raw -1653485.009951 + Penalty 3059.714111 = -1650425.295840 nChanged 11 SP:Iteration 112Q (9491.977841 sec): 3 clusters Score: Raw -1653486.073100 + Penalty 3059.714111 = -1650426.358989 nChanged 8 SP:Iteration 113Q (9492.006259 sec): 3 clusters Score: Raw -1653486.836108 + Penalty 3059.714111 = -1650427.121997 nChanged 4 SP:Iteration 114Q (9492.034591 sec): 3 clusters Score: Raw -1653487.245504 + Penalty 3059.714111 = -1650427.531393 nChanged 5 SP:Iteration 115Q (9492.062862 sec): 3 clusters Score: Raw -1653488.139281 + Penalty 3059.714111 = -1650428.425171 nChanged 6 SP:Iteration 116Q (9492.091316 sec): 3 clusters Score: Raw -1653488.815495 + Penalty 3059.714111 = -1650429.101384 nChanged 7 SP:Iteration 117Q (9492.119576 sec): 3 clusters Score: Raw -1653490.173778 + Penalty 3059.714111 = -1650430.459667 nChanged 4 SP:Iteration 118Q (9492.147844 sec): 3 clusters Score: Raw -1653490.778606 + Penalty 3059.714111 = -1650431.064495 nChanged 6 SP:Iteration 119Q (9492.176213 sec): 3 clusters Score: Raw -1653491.801580 + Penalty 3059.714111 = -1650432.087469 nChanged 8 SP:Iteration 120F (9492.206863 sec): 3 clusters Score: Raw -1653493.097164 + Penalty 3059.714111 = -1650433.383054 nChanged 5 SP:Iteration 121Q (9492.235484 sec): 3 clusters Score: Raw -1653493.802054 + Penalty 3059.714111 = -1650434.087944 nChanged 7 SP:Iteration 122Q (9492.263731 sec): 3 clusters Score: Raw -1653494.687268 + Penalty 3059.714111 = -1650434.973157 nChanged 9 SP:Iteration 123Q (9492.291999 sec): 3 clusters Score: Raw -1653496.484786 + Penalty 3059.714111 = -1650436.770675 nChanged 7 SP:Iteration 124Q (9492.320503 sec): 3 clusters Score: Raw -1653497.947416 + Penalty 3059.714111 = -1650438.233305 nChanged 12 SP:Iteration 125Q (9492.348665 sec): 3 clusters Score: Raw -1653499.538728 + Penalty 3059.714111 = -1650439.824617 nChanged 10 SP:Iteration 126Q (9492.377039 sec): 3 clusters Score: Raw -1653501.002630 + Penalty 3059.714111 = -1650441.288519 nChanged 10 SP:Iteration 127Q (9492.405336 sec): 3 clusters Score: Raw -1653502.404409 + Penalty 3059.714111 = -1650442.690298 nChanged 7 SP:Iteration 128Q (9492.433546 sec): 3 clusters Score: Raw -1653503.317492 + Penalty 3059.714111 = -1650443.603381 nChanged 8 SP:Iteration 129Q (9492.461823 sec): 3 clusters Score: Raw -1653504.083902 + Penalty 3059.714111 = -1650444.369791 nChanged 2 SP:Iteration 130Q (9492.513184 sec): 3 clusters Score: Raw -1653504.423579 + Penalty 3059.714111 = -1650444.709468 nChanged 4 SP:Iteration 131Q (9492.541039 sec): 3 clusters Score: Raw -1653505.244578 + Penalty 3059.714111 = -1650445.530467 nChanged 6 SP:Iteration 132Q (9492.569201 sec): 3 clusters Score: Raw -1653506.129508 + Penalty 3059.714111 = -1650446.415397 nChanged 7 SP:Iteration 133Q (9492.597360 sec): 3 clusters Score: Raw -1653506.885720 + Penalty 3059.714111 = -1650447.171609 nChanged 7 SP:Iteration 134Q (9492.625655 sec): 3 clusters Score: Raw -1653507.754063 + Penalty 3059.714111 = -1650448.039952 nChanged 7 SP:Iteration 135Q (9492.653852 sec): 3 clusters Score: Raw -1653508.455150 + Penalty 3059.714111 = -1650448.741039 nChanged 4 SP:Iteration 136Q (9492.682062 sec): 3 clusters Score: Raw -1653509.039915 + Penalty 3059.714111 = -1650449.325804 nChanged 4 SP:Iteration 137Q (9492.710340 sec): 3 clusters Score: Raw -1653509.952496 + Penalty 3059.714111 = -1650450.238385 nChanged 8 SP:Iteration 138Q (9492.738698 sec): 3 clusters Score: Raw -1653511.060001 + Penalty 3059.714111 = -1650451.345890 nChanged 5 SP:Iteration 139Q (9492.766861 sec): 3 clusters Score: Raw -1653512.038695 + Penalty 3059.714111 = -1650452.324585 nChanged 14 SP:Iteration 140F (9492.797234 sec): 3 clusters Score: Raw -1653514.228715 + Penalty 3059.714111 = -1650454.514604 nChanged 12 SP:Iteration 141Q (9492.825531 sec): 3 clusters Score: Raw -1653516.454717 + Penalty 3059.714111 = -1650456.740606 nChanged 13 SP:Iteration 142Q (9492.853737 sec): 3 clusters Score: Raw -1653518.436487 + Penalty 3059.714111 = -1650458.722376 nChanged 9 SP:Iteration 143Q (9492.881783 sec): 3 clusters Score: Raw -1653519.872625 + Penalty 3059.714111 = -1650460.158514 nChanged 15 SP:Iteration 144Q (9492.909918 sec): 3 clusters Score: Raw -1653522.064074 + Penalty 3059.714111 = -1650462.349963 nChanged 10 SP:Iteration 145Q (9492.938137 sec): 3 clusters Score: Raw -1653525.001289 + Penalty 3059.714111 = -1650465.287178 nChanged 16 SP:Iteration 146Q (9492.966415 sec): 3 clusters Score: Raw -1653527.847823 + Penalty 3059.714111 = -1650468.133712 nChanged 12 SP:Iteration 147Q (9492.994481 sec): 3 clusters Score: Raw -1653529.908260 + Penalty 3059.714111 = -1650470.194149 nChanged 14 SP:Iteration 148Q (9493.022540 sec): 3 clusters Score: Raw -1653532.122361 + Penalty 3059.714111 = -1650472.408250 nChanged 7 SP:Iteration 149Q (9493.050804 sec): 3 clusters Score: Raw -1653533.231559 + Penalty 3059.714111 = -1650473.517448 nChanged 6 SP:Iteration 150Q (9493.078662 sec): 3 clusters Score: Raw -1653534.487340 + Penalty 3059.714111 = -1650474.773230 nChanged 15 SP:Iteration 151Q (9493.106809 sec): 3 clusters Score: Raw -1653537.479253 + Penalty 3059.714111 = -1650477.765142 nChanged 10 SP:Iteration 152Q (9493.134894 sec): 3 clusters Score: Raw -1653539.898278 + Penalty 3059.714111 = -1650480.184167 nChanged 12 SP:Iteration 153Q (9493.163140 sec): 3 clusters Score: Raw -1653542.617305 + Penalty 3059.714111 = -1650482.903194 nChanged 19 SP:Iteration 154Q (9493.191320 sec): 3 clusters Score: Raw -1653546.077627 + Penalty 3059.714111 = -1650486.363516 nChanged 17 SP:Iteration 155Q (9493.219319 sec): 3 clusters Score: Raw -1653549.481829 + Penalty 3059.714111 = -1650489.767718 nChanged 14 SP:Iteration 156Q (9493.247268 sec): 3 clusters Score: Raw -1653551.553249 + Penalty 3059.714111 = -1650491.839138 nChanged 14 SP:Iteration 157Q (9493.275307 sec): 3 clusters Score: Raw -1653553.553614 + Penalty 3059.714111 = -1650493.839503 nChanged 12 SP:Iteration 158Q (9493.303167 sec): 3 clusters Score: Raw -1653556.003708 + Penalty 3059.714111 = -1650496.289597 nChanged 15 SP:Iteration 159Q (9493.331306 sec): 3 clusters Score: Raw -1653559.643264 + Penalty 3059.714111 = -1650499.929153 nChanged 13 SP:Iteration 160F (9493.361788 sec): 3 clusters Score: Raw -1653562.349711 + Penalty 3059.714111 = -1650502.635600 nChanged 14 SP:Iteration 161Q (9493.389647 sec): 3 clusters Score: Raw -1653565.065256 + Penalty 3059.714111 = -1650505.351145 nChanged 13 SP:Iteration 162Q (9493.417712 sec): 3 clusters Score: Raw -1653567.258747 + Penalty 3059.714111 = -1650507.544636 nChanged 14 SP:Iteration 163Q (9493.445587 sec): 3 clusters Score: Raw -1653570.254896 + Penalty 3059.714111 = -1650510.540785 nChanged 13 SP:Iteration 164Q (9493.473693 sec): 3 clusters Score: Raw -1653573.504525 + Penalty 3059.714111 = -1650513.790414 nChanged 11 SP:Iteration 165Q (9493.501532 sec): 3 clusters Score: Raw -1653575.619054 + Penalty 3059.714111 = -1650515.904943 nChanged 11 SP:Iteration 166Q (9493.529405 sec): 3 clusters Score: Raw -1653577.269353 + Penalty 3059.714111 = -1650517.555242 nChanged 13 SP:Iteration 167Q (9493.557298 sec): 3 clusters Score: Raw -1653579.421687 + Penalty 3059.714111 = -1650519.707576 nChanged 14 SP:Iteration 168Q (9493.585210 sec): 3 clusters Score: Raw -1653581.894389 + Penalty 3059.714111 = -1650522.180278 nChanged 18 SP:Iteration 169Q (9493.612934 sec): 3 clusters Score: Raw -1653584.442931 + Penalty 3059.714111 = -1650524.728820 nChanged 7 SP:Iteration 170Q (9493.640717 sec): 3 clusters Score: Raw -1653585.797637 + Penalty 3059.714111 = -1650526.083526 nChanged 11 SP:Iteration 171Q (9493.668419 sec): 3 clusters Score: Raw -1653587.689455 + Penalty 3059.714111 = -1650527.975345 nChanged 8 SP:Iteration 172Q (9493.696281 sec): 3 clusters Score: Raw -1653588.994903 + Penalty 3059.714111 = -1650529.280792 nChanged 5 SP:Iteration 173Q (9493.724056 sec): 3 clusters Score: Raw -1653589.724122 + Penalty 3059.714111 = -1650530.010011 nChanged 5 SP:Iteration 174Q (9493.752083 sec): 3 clusters Score: Raw -1653590.332342 + Penalty 3059.714111 = -1650530.618232 nChanged 5 SP:Iteration 175Q (9493.780126 sec): 3 clusters Score: Raw -1653591.226781 + Penalty 3059.714111 = -1650531.512670 nChanged 6 SP:Iteration 176Q (9493.807787 sec): 3 clusters Score: Raw -1653592.424146 + Penalty 3059.714111 = -1650532.710035 nChanged 4 SP:Iteration 177Q (9493.835362 sec): 3 clusters Score: Raw -1653593.331075 + Penalty 3059.714111 = -1650533.616964 nChanged 4 SP:Iteration 178Q (9493.863272 sec): 3 clusters Score: Raw -1653594.243969 + Penalty 3059.714111 = -1650534.529858 nChanged 4 SP:Iteration 179Q (9493.890921 sec): 3 clusters Score: Raw -1653595.186696 + Penalty 3059.714111 = -1650535.472585 nChanged 5 SP:Iteration 180F (9493.921315 sec): 3 clusters Score: Raw -1653596.363876 + Penalty 3059.714111 = -1650536.649765 nChanged 7 SP:Iteration 181Q (9493.949044 sec): 3 clusters Score: Raw -1653597.881235 + Penalty 3059.714111 = -1650538.167124 nChanged 7 SP:Iteration 182Q (9493.976926 sec): 3 clusters Score: Raw -1653598.825172 + Penalty 3059.714111 = -1650539.111062 nChanged 7 SP:Iteration 183Q (9494.004688 sec): 3 clusters Score: Raw -1653599.675265 + Penalty 3059.714111 = -1650539.961154 nChanged 4 SP:Iteration 184Q (9494.032377 sec): 3 clusters Score: Raw -1653600.747965 + Penalty 3059.714111 = -1650541.033854 nChanged 7 SP:Iteration 185Q (9494.060156 sec): 3 clusters Score: Raw -1653601.650686 + Penalty 3059.714111 = -1650541.936575 nChanged 3 SP:Iteration 186Q (9494.087939 sec): 3 clusters Score: Raw -1653602.164771 + Penalty 3059.714111 = -1650542.450660 nChanged 0 SP:Iteration 187F (9494.118333 sec): 3 clusters Score: Raw -1653602.164771 + Penalty 3059.714111 = -1650542.450660 nChanged 0 Trying to split cluster 31 (15597 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9494.147835 sec): 2 clusters Score: Raw -2077398.308638 + Penalty 1568.910503 = -2075829.398135 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9494.184949 sec): 3 clusters Score: Raw -2068086.751728 + Penalty 3137.821007 = -2064948.930721 nChanged 7025 SP:Iteration 1F (9494.220116 sec): 3 clusters Score: Raw -2071939.182251 + Penalty 3137.821007 = -2068801.361244 nChanged 823 SP:Iteration 2F (9494.255431 sec): 3 clusters Score: Raw -2072251.717743 + Penalty 3137.821007 = -2069113.896736 nChanged 779 SP:Iteration 3Q (9494.291488 sec): 3 clusters Score: Raw -2072566.432516 + Penalty 3137.821007 = -2069428.611510 nChanged 683 SP:Iteration 4Q (9494.327299 sec): 3 clusters Score: Raw -2072846.438674 + Penalty 3137.821007 = -2069708.617668 nChanged 670 SP:Iteration 5Q (9494.363196 sec): 3 clusters Score: Raw -2073146.669783 + Penalty 3137.821007 = -2070008.848776 nChanged 683 SP:Iteration 6Q (9494.412379 sec): 3 clusters Score: Raw -2073495.225237 + Penalty 3137.821007 = -2070357.404230 nChanged 702 SP:Iteration 7Q (9494.456803 sec): 3 clusters Score: Raw -2073872.277911 + Penalty 3137.821007 = -2070734.456904 nChanged 747 SP:Iteration 8Q (9494.495382 sec): 3 clusters Score: Raw -2074291.932707 + Penalty 3137.821007 = -2071154.111700 nChanged 819 SP:Iteration 9F (9494.530802 sec): 3 clusters Score: Raw -2074770.718315 + Penalty 3137.821007 = -2071632.897308 nChanged 873 SP:Iteration 10F (9494.566110 sec): 3 clusters Score: Raw -2075348.712020 + Penalty 3137.821007 = -2072210.891013 nChanged 902 SP:Iteration 11F (9494.601402 sec): 3 clusters Score: Raw -2075941.778321 + Penalty 3137.821007 = -2072803.957314 nChanged 827 SP:Iteration 12F (9494.636812 sec): 3 clusters Score: Raw -2076484.581135 + Penalty 3137.821007 = -2073346.760128 nChanged 763 SP:Iteration 13Q (9494.672079 sec): 3 clusters Score: Raw -2077018.058105 + Penalty 3137.821007 = -2073880.237098 nChanged 674 SP:Iteration 14Q (9494.707392 sec): 3 clusters Score: Raw -2077442.602290 + Penalty 3137.821007 = -2074304.781283 nChanged 480 SP:Iteration 15Q (9494.742483 sec): 3 clusters Score: Raw -2077694.418716 + Penalty 3137.821007 = -2074556.597709 nChanged 365 SP:Iteration 16Q (9494.777421 sec): 3 clusters Score: Raw -2077866.817848 + Penalty 3137.821007 = -2074728.996842 nChanged 286 SP:Iteration 17Q (9494.812334 sec): 3 clusters Score: Raw -2078003.965811 + Penalty 3137.821007 = -2074866.144804 nChanged 273 SP:Iteration 18Q (9494.847073 sec): 3 clusters Score: Raw -2078134.147145 + Penalty 3137.821007 = -2074996.326138 nChanged 216 SP:Iteration 19Q (9494.881879 sec): 3 clusters Score: Raw -2078225.568407 + Penalty 3137.821007 = -2075087.747401 nChanged 207 SP:Iteration 20F (9494.917204 sec): 3 clusters Score: Raw -2078312.480491 + Penalty 3137.821007 = -2075174.659484 nChanged 193 SP:Iteration 21Q (9494.952022 sec): 3 clusters Score: Raw -2078378.420381 + Penalty 3137.821007 = -2075240.599374 nChanged 133 SP:Iteration 22Q (9494.986705 sec): 3 clusters Score: Raw -2078417.567086 + Penalty 3137.821007 = -2075279.746080 nChanged 123 SP:Iteration 23Q (9495.021242 sec): 3 clusters Score: Raw -2078451.703532 + Penalty 3137.821007 = -2075313.882525 nChanged 105 SP:Iteration 24Q (9495.055617 sec): 3 clusters Score: Raw -2078478.010875 + Penalty 3137.821007 = -2075340.189868 nChanged 77 SP:Iteration 25Q (9495.089959 sec): 3 clusters Score: Raw -2078494.055379 + Penalty 3137.821007 = -2075356.234373 nChanged 70 SP:Iteration 26Q (9495.124079 sec): 3 clusters Score: Raw -2078509.367296 + Penalty 3137.821007 = -2075371.546289 nChanged 75 SP:Iteration 27Q (9495.158316 sec): 3 clusters Score: Raw -2078524.741948 + Penalty 3137.821007 = -2075386.920941 nChanged 63 SP:Iteration 28Q (9495.192469 sec): 3 clusters Score: Raw -2078539.421110 + Penalty 3137.821007 = -2075401.600104 nChanged 66 SP:Iteration 29Q (9495.226484 sec): 3 clusters Score: Raw -2078554.280828 + Penalty 3137.821007 = -2075416.459821 nChanged 46 SP:Iteration 30Q (9495.260414 sec): 3 clusters Score: Raw -2078565.371915 + Penalty 3137.821007 = -2075427.550908 nChanged 64 SP:Iteration 31Q (9495.294349 sec): 3 clusters Score: Raw -2078581.642802 + Penalty 3137.821007 = -2075443.821796 nChanged 65 SP:Iteration 32Q (9495.328140 sec): 3 clusters Score: Raw -2078597.185757 + Penalty 3137.821007 = -2075459.364750 nChanged 61 SP:Iteration 33Q (9495.361752 sec): 3 clusters Score: Raw -2078613.156000 + Penalty 3137.821007 = -2075475.334993 nChanged 53 SP:Iteration 34Q (9495.395275 sec): 3 clusters Score: Raw -2078624.814737 + Penalty 3137.821007 = -2075486.993730 nChanged 45 SP:Iteration 35Q (9495.428733 sec): 3 clusters Score: Raw -2078635.409789 + Penalty 3137.821007 = -2075497.588783 nChanged 44 SP:Iteration 36Q (9495.462079 sec): 3 clusters Score: Raw -2078645.270519 + Penalty 3137.821007 = -2075507.449512 nChanged 54 SP:Iteration 37Q (9495.495393 sec): 3 clusters Score: Raw -2078657.472146 + Penalty 3137.821007 = -2075519.651140 nChanged 47 SP:Iteration 38Q (9495.528699 sec): 3 clusters Score: Raw -2078670.843172 + Penalty 3137.821007 = -2075533.022166 nChanged 45 SP:Iteration 39Q (9495.561990 sec): 3 clusters Score: Raw -2078682.010215 + Penalty 3137.821007 = -2075544.189208 nChanged 40 SP:Iteration 40F (9495.597413 sec): 3 clusters Score: Raw -2078691.545708 + Penalty 3137.821007 = -2075553.724702 nChanged 38 SP:Iteration 41Q (9495.630528 sec): 3 clusters Score: Raw -2078700.703873 + Penalty 3137.821007 = -2075562.882866 nChanged 34 SP:Iteration 42Q (9495.663702 sec): 3 clusters Score: Raw -2078709.323582 + Penalty 3137.821007 = -2075571.502575 nChanged 35 SP:Iteration 43Q (9495.696705 sec): 3 clusters Score: Raw -2078719.989939 + Penalty 3137.821007 = -2075582.168933 nChanged 29 SP:Iteration 44Q (9495.729829 sec): 3 clusters Score: Raw -2078725.898206 + Penalty 3137.821007 = -2075588.077199 nChanged 28 SP:Iteration 45Q (9495.762622 sec): 3 clusters Score: Raw -2078730.244927 + Penalty 3137.821007 = -2075592.423920 nChanged 22 SP:Iteration 46Q (9495.795418 sec): 3 clusters Score: Raw -2078734.643273 + Penalty 3137.821007 = -2075596.822266 nChanged 21 SP:Iteration 47Q (9495.828287 sec): 3 clusters Score: Raw -2078739.186211 + Penalty 3137.821007 = -2075601.365205 nChanged 18 SP:Iteration 48Q (9495.860993 sec): 3 clusters Score: Raw -2078742.568130 + Penalty 3137.821007 = -2075604.747123 nChanged 14 SP:Iteration 49Q (9495.893709 sec): 3 clusters Score: Raw -2078745.187802 + Penalty 3137.821007 = -2075607.366795 nChanged 8 SP:Iteration 50Q (9495.926497 sec): 3 clusters Score: Raw -2078746.212439 + Penalty 3137.821007 = -2075608.391433 nChanged 8 SP:Iteration 51Q (9495.959156 sec): 3 clusters Score: Raw -2078747.129380 + Penalty 3137.821007 = -2075609.308373 nChanged 9 SP:Iteration 52Q (9495.991691 sec): 3 clusters Score: Raw -2078748.461622 + Penalty 3137.821007 = -2075610.640615 nChanged 14 SP:Iteration 53Q (9496.024369 sec): 3 clusters Score: Raw -2078750.302197 + Penalty 3137.821007 = -2075612.481190 nChanged 11 SP:Iteration 54Q (9496.057031 sec): 3 clusters Score: Raw -2078752.601749 + Penalty 3137.821007 = -2075614.780742 nChanged 19 SP:Iteration 55Q (9496.089696 sec): 3 clusters Score: Raw -2078756.091996 + Penalty 3137.821007 = -2075618.270990 nChanged 10 SP:Iteration 56Q (9496.122454 sec): 3 clusters Score: Raw -2078757.855427 + Penalty 3137.821007 = -2075620.034421 nChanged 11 SP:Iteration 57Q (9496.155023 sec): 3 clusters Score: Raw -2078759.430289 + Penalty 3137.821007 = -2075621.609282 nChanged 9 SP:Iteration 58Q (9496.187643 sec): 3 clusters Score: Raw -2078760.266326 + Penalty 3137.821007 = -2075622.445319 nChanged 5 SP:Iteration 59Q (9496.220272 sec): 3 clusters Score: Raw -2078760.952229 + Penalty 3137.821007 = -2075623.131223 nChanged 5 SP:Iteration 60F (9496.255651 sec): 3 clusters Score: Raw -2078761.756327 + Penalty 3137.821007 = -2075623.935320 nChanged 3 SP:Iteration 61Q (9496.288192 sec): 3 clusters Score: Raw -2078762.459891 + Penalty 3137.821007 = -2075624.638884 nChanged 5 SP:Iteration 62Q (9496.320762 sec): 3 clusters Score: Raw -2078763.469541 + Penalty 3137.821007 = -2075625.648534 nChanged 7 SP:Iteration 63Q (9496.353262 sec): 3 clusters Score: Raw -2078764.433026 + Penalty 3137.821007 = -2075626.612020 nChanged 1 SP:Iteration 64Q (9496.385754 sec): 3 clusters Score: Raw -2078764.565263 + Penalty 3137.821007 = -2075626.744257 nChanged 2 SP:Iteration 65Q (9496.418382 sec): 3 clusters Score: Raw -2078764.901917 + Penalty 3137.821007 = -2075627.080910 nChanged 4 SP:Iteration 66Q (9496.450984 sec): 3 clusters Score: Raw -2078765.338376 + Penalty 3137.821007 = -2075627.517369 nChanged 4 SP:Iteration 67Q (9496.483574 sec): 3 clusters Score: Raw -2078765.726728 + Penalty 3137.821007 = -2075627.905721 nChanged 4 SP:Iteration 68Q (9496.516150 sec): 3 clusters Score: Raw -2078765.972471 + Penalty 3137.821007 = -2075628.151464 nChanged 1 SP:Iteration 69Q (9496.548627 sec): 3 clusters Score: Raw -2078766.053192 + Penalty 3137.821007 = -2075628.232185 nChanged 1 SP:Iteration 70Q (9496.581245 sec): 3 clusters Score: Raw -2078766.126071 + Penalty 3137.821007 = -2075628.305064 nChanged 1 SP:Iteration 71Q (9496.613785 sec): 3 clusters Score: Raw -2078766.265106 + Penalty 3137.821007 = -2075628.444099 nChanged 2 SP:Iteration 72Q (9496.646453 sec): 3 clusters Score: Raw -2078766.509622 + Penalty 3137.821007 = -2075628.688615 nChanged 4 SP:Iteration 73Q (9496.679163 sec): 3 clusters Score: Raw -2078766.890934 + Penalty 3137.821007 = -2075629.069927 nChanged 3 SP:Iteration 74Q (9496.711650 sec): 3 clusters Score: Raw -2078767.152491 + Penalty 3137.821007 = -2075629.331484 nChanged 4 SP:Iteration 75Q (9496.744128 sec): 3 clusters Score: Raw -2078767.664415 + Penalty 3137.821007 = -2075629.843408 nChanged 2 SP:Iteration 76Q (9496.776646 sec): 3 clusters Score: Raw -2078767.751611 + Penalty 3137.821007 = -2075629.930604 nChanged 2 SP:Iteration 77Q (9496.809106 sec): 3 clusters Score: Raw -2078768.146895 + Penalty 3137.821007 = -2075630.325888 nChanged 1 SP:Iteration 78Q (9496.841486 sec): 3 clusters Score: Raw -2078768.212766 + Penalty 3137.821007 = -2075630.391759 nChanged 1 SP:Iteration 79Q (9496.873999 sec): 3 clusters Score: Raw -2078768.311578 + Penalty 3137.821007 = -2075630.490571 nChanged 1 SP:Iteration 80F (9496.909521 sec): 3 clusters Score: Raw -2078768.429417 + Penalty 3137.821007 = -2075630.608411 nChanged 1 SP:Iteration 81Q (9496.942019 sec): 3 clusters Score: Raw -2078768.464130 + Penalty 3137.821007 = -2075630.643123 nChanged 1 SP:Iteration 82Q (9496.974508 sec): 3 clusters Score: Raw -2078768.545169 + Penalty 3137.821007 = -2075630.724162 nChanged 1 SP:Iteration 83Q (9497.007029 sec): 3 clusters Score: Raw -2078768.597503 + Penalty 3137.821007 = -2075630.776496 nChanged 1 SP:Iteration 84Q (9497.039460 sec): 3 clusters Score: Raw -2078768.659261 + Penalty 3137.821007 = -2075630.838254 nChanged 2 SP:Iteration 85Q (9497.071899 sec): 3 clusters Score: Raw -2078769.036953 + Penalty 3137.821007 = -2075631.215946 nChanged 2 SP:Iteration 86Q (9497.104511 sec): 3 clusters Score: Raw -2078769.236992 + Penalty 3137.821007 = -2075631.415986 nChanged 1 SP:Iteration 87Q (9497.137028 sec): 3 clusters Score: Raw -2078769.394262 + Penalty 3137.821007 = -2075631.573255 nChanged 1 SP:Iteration 88Q (9497.169426 sec): 3 clusters Score: Raw -2078769.452661 + Penalty 3137.821007 = -2075631.631654 nChanged 1 SP:Iteration 89Q (9497.201887 sec): 3 clusters Score: Raw -2078769.481850 + Penalty 3137.821007 = -2075631.660843 nChanged 1 SP:Iteration 90Q (9497.234420 sec): 3 clusters Score: Raw -2078769.556784 + Penalty 3137.821007 = -2075631.735777 nChanged 0 SP:Iteration 91F (9497.269882 sec): 3 clusters Score: Raw -2078769.556784 + Penalty 3137.821007 = -2075631.735777 nChanged 0 Trying to split cluster 32 (18219 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9497.303521 sec): 2 clusters Score: Raw -2172010.163330 + Penalty 1594.160796 = -2170416.002534 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9497.350042 sec): 3 clusters Score: Raw -2161063.731112 + Penalty 3188.321592 = -2157875.409520 nChanged 8192 SP:Iteration 1F (9497.390907 sec): 3 clusters Score: Raw -2165677.991774 + Penalty 3188.321592 = -2162489.670181 nChanged 1092 SP:Iteration 2F (9497.431722 sec): 3 clusters Score: Raw -2166189.379041 + Penalty 3188.321592 = -2163001.057448 nChanged 1035 SP:Iteration 3F (9497.472699 sec): 3 clusters Score: Raw -2166740.704368 + Penalty 3188.321592 = -2163552.382776 nChanged 1045 SP:Iteration 4F (9497.513692 sec): 3 clusters Score: Raw -2167376.721446 + Penalty 3188.321592 = -2164188.399853 nChanged 1077 SP:Iteration 5F (9497.554709 sec): 3 clusters Score: Raw -2168103.072196 + Penalty 3188.321592 = -2164914.750604 nChanged 1093 SP:Iteration 6F (9497.595667 sec): 3 clusters Score: Raw -2168846.488141 + Penalty 3188.321592 = -2165658.166549 nChanged 1085 SP:Iteration 7F (9497.636566 sec): 3 clusters Score: Raw -2169591.678976 + Penalty 3188.321592 = -2166403.357383 nChanged 1020 SP:Iteration 8F (9497.677544 sec): 3 clusters Score: Raw -2170262.436490 + Penalty 3188.321592 = -2167074.114898 nChanged 864 SP:Iteration 9Q (9497.718150 sec): 3 clusters Score: Raw -2170746.237875 + Penalty 3188.321592 = -2167557.916283 nChanged 670 SP:Iteration 10Q (9497.758448 sec): 3 clusters Score: Raw -2171072.227830 + Penalty 3188.321592 = -2167883.906238 nChanged 530 SP:Iteration 11Q (9497.798556 sec): 3 clusters Score: Raw -2171311.442973 + Penalty 3188.321592 = -2168123.121380 nChanged 427 SP:Iteration 12Q (9497.837885 sec): 3 clusters Score: Raw -2171507.875683 + Penalty 3188.321592 = -2168319.554090 nChanged 365 SP:Iteration 13Q (9497.876886 sec): 3 clusters Score: Raw -2171669.013109 + Penalty 3188.321592 = -2168480.691516 nChanged 337 SP:Iteration 14Q (9497.915452 sec): 3 clusters Score: Raw -2171795.209533 + Penalty 3188.321592 = -2168606.887940 nChanged 269 SP:Iteration 15Q (9497.953808 sec): 3 clusters Score: Raw -2171896.897393 + Penalty 3188.321592 = -2168708.575801 nChanged 231 SP:Iteration 16Q (9497.991601 sec): 3 clusters Score: Raw -2171985.996491 + Penalty 3188.321592 = -2168797.674898 nChanged 221 SP:Iteration 17Q (9498.029059 sec): 3 clusters Score: Raw -2172067.248822 + Penalty 3188.321592 = -2168878.927229 nChanged 210 SP:Iteration 18Q (9498.066337 sec): 3 clusters Score: Raw -2172137.050244 + Penalty 3188.321592 = -2168948.728651 nChanged 183 SP:Iteration 19Q (9498.103273 sec): 3 clusters Score: Raw -2172197.220659 + Penalty 3188.321592 = -2169008.899066 nChanged 167 SP:Iteration 20F (9498.144080 sec): 3 clusters Score: Raw -2172249.981811 + Penalty 3188.321592 = -2169061.660218 nChanged 141 SP:Iteration 21Q (9498.180902 sec): 3 clusters Score: Raw -2172295.717469 + Penalty 3188.321592 = -2169107.395876 nChanged 128 SP:Iteration 22Q (9498.217289 sec): 3 clusters Score: Raw -2172331.759353 + Penalty 3188.321592 = -2169143.437761 nChanged 107 SP:Iteration 23Q (9498.253360 sec): 3 clusters Score: Raw -2172360.238014 + Penalty 3188.321592 = -2169171.916422 nChanged 89 SP:Iteration 24Q (9498.289391 sec): 3 clusters Score: Raw -2172385.178171 + Penalty 3188.321592 = -2169196.856579 nChanged 69 SP:Iteration 25Q (9498.325324 sec): 3 clusters Score: Raw -2172400.933355 + Penalty 3188.321592 = -2169212.611763 nChanged 65 SP:Iteration 26Q (9498.361138 sec): 3 clusters Score: Raw -2172416.268059 + Penalty 3188.321592 = -2169227.946466 nChanged 61 SP:Iteration 27Q (9498.396953 sec): 3 clusters Score: Raw -2172431.692204 + Penalty 3188.321592 = -2169243.370611 nChanged 68 SP:Iteration 28Q (9498.432679 sec): 3 clusters Score: Raw -2172451.484117 + Penalty 3188.321592 = -2169263.162524 nChanged 68 SP:Iteration 29Q (9498.468297 sec): 3 clusters Score: Raw -2172469.687411 + Penalty 3188.321592 = -2169281.365819 nChanged 58 SP:Iteration 30Q (9498.503852 sec): 3 clusters Score: Raw -2172486.981793 + Penalty 3188.321592 = -2169298.660201 nChanged 56 SP:Iteration 31Q (9498.539374 sec): 3 clusters Score: Raw -2172498.118825 + Penalty 3188.321592 = -2169309.797233 nChanged 41 SP:Iteration 32Q (9498.574755 sec): 3 clusters Score: Raw -2172505.821218 + Penalty 3188.321592 = -2169317.499625 nChanged 30 SP:Iteration 33Q (9498.610109 sec): 3 clusters Score: Raw -2172512.354734 + Penalty 3188.321592 = -2169324.033141 nChanged 36 SP:Iteration 34Q (9498.645530 sec): 3 clusters Score: Raw -2172520.670006 + Penalty 3188.321592 = -2169332.348414 nChanged 41 SP:Iteration 35Q (9498.680879 sec): 3 clusters Score: Raw -2172531.806304 + Penalty 3188.321592 = -2169343.484712 nChanged 37 SP:Iteration 36Q (9498.716013 sec): 3 clusters Score: Raw -2172539.645644 + Penalty 3188.321592 = -2169351.324052 nChanged 30 SP:Iteration 37Q (9498.751153 sec): 3 clusters Score: Raw -2172545.740322 + Penalty 3188.321592 = -2169357.418729 nChanged 35 SP:Iteration 38Q (9498.786324 sec): 3 clusters Score: Raw -2172553.529623 + Penalty 3188.321592 = -2169365.208031 nChanged 31 SP:Iteration 39Q (9498.821334 sec): 3 clusters Score: Raw -2172559.789316 + Penalty 3188.321592 = -2169371.467723 nChanged 26 SP:Iteration 40F (9498.862139 sec): 3 clusters Score: Raw -2172565.749000 + Penalty 3188.321592 = -2169377.427408 nChanged 21 SP:Iteration 41Q (9498.897371 sec): 3 clusters Score: Raw -2172569.921260 + Penalty 3188.321592 = -2169381.599668 nChanged 21 SP:Iteration 42Q (9498.932342 sec): 3 clusters Score: Raw -2172574.783909 + Penalty 3188.321592 = -2169386.462317 nChanged 20 SP:Iteration 43Q (9498.967440 sec): 3 clusters Score: Raw -2172579.447208 + Penalty 3188.321592 = -2169391.125615 nChanged 23 SP:Iteration 44Q (9499.002472 sec): 3 clusters Score: Raw -2172584.595574 + Penalty 3188.321592 = -2169396.273981 nChanged 16 SP:Iteration 45Q (9499.037347 sec): 3 clusters Score: Raw -2172587.073110 + Penalty 3188.321592 = -2169398.751518 nChanged 9 SP:Iteration 46Q (9499.072183 sec): 3 clusters Score: Raw -2172588.449527 + Penalty 3188.321592 = -2169400.127934 nChanged 6 SP:Iteration 47Q (9499.107152 sec): 3 clusters Score: Raw -2172588.980593 + Penalty 3188.321592 = -2169400.659000 nChanged 2 SP:Iteration 48Q (9499.142034 sec): 3 clusters Score: Raw -2172589.539849 + Penalty 3188.321592 = -2169401.218257 nChanged 1 SP:Iteration 49Q (9499.176946 sec): 3 clusters Score: Raw -2172589.639246 + Penalty 3188.321592 = -2169401.317654 nChanged 2 SP:Iteration 50Q (9499.211863 sec): 3 clusters Score: Raw -2172589.799235 + Penalty 3188.321592 = -2169401.477643 nChanged 1 SP:Iteration 51Q (9499.246789 sec): 3 clusters Score: Raw -2172589.880590 + Penalty 3188.321592 = -2169401.558998 nChanged 1 SP:Iteration 52Q (9499.281625 sec): 3 clusters Score: Raw -2172589.937409 + Penalty 3188.321592 = -2169401.615816 nChanged 0 SP:Iteration 53F (9499.322371 sec): 3 clusters Score: Raw -2172589.937409 + Penalty 3188.321592 = -2169401.615816 nChanged 0 Trying to split cluster 33 (132825 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9499.482035 sec): 2 clusters Score: Raw -17838577.675608 + Penalty 1916.978010 = -17836660.697599 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9499.691107 sec): 3 clusters Score: Raw -17751375.026580 + Penalty 3833.956019 = -17747541.070561 nChanged 63882 SP:Iteration 1F (9499.897278 sec): 3 clusters Score: Raw -17789094.739638 + Penalty 3833.956019 = -17785260.783619 nChanged 4430 SP:Iteration 2Q (9500.119380 sec): 3 clusters Score: Raw -17790272.327568 + Penalty 3833.956019 = -17786438.371549 nChanged 4819 SP:Iteration 3Q (9500.341345 sec): 3 clusters Score: Raw -17791862.617793 + Penalty 3833.956019 = -17788028.661774 nChanged 5696 SP:Iteration 4Q (9500.563350 sec): 3 clusters Score: Raw -17794271.510263 + Penalty 3833.956019 = -17790437.554244 nChanged 7134 SP:Iteration 5F (9500.769245 sec): 3 clusters Score: Raw -17798190.451928 + Penalty 3833.956019 = -17794356.495909 nChanged 8827 SP:Iteration 6F (9500.974661 sec): 3 clusters Score: Raw -17804369.098599 + Penalty 3833.956019 = -17800535.142580 nChanged 9957 SP:Iteration 7F (9501.180594 sec): 3 clusters Score: Raw -17812552.562787 + Penalty 3833.956019 = -17808718.606767 nChanged 9760 SP:Iteration 8F (9501.386913 sec): 3 clusters Score: Raw -17821209.834174 + Penalty 3833.956019 = -17817375.878154 nChanged 7853 SP:Iteration 9F (9501.592379 sec): 3 clusters Score: Raw -17828268.427330 + Penalty 3833.956019 = -17824434.471311 nChanged 5224 SP:Iteration 10Q (9501.796798 sec): 3 clusters Score: Raw -17832796.649381 + Penalty 3833.956019 = -17828962.693362 nChanged 3177 SP:Iteration 11Q (9501.990976 sec): 3 clusters Score: Raw -17835331.475447 + Penalty 3833.956019 = -17831497.519428 nChanged 1923 SP:Iteration 12Q (9502.177388 sec): 3 clusters Score: Raw -17836725.582116 + Penalty 3833.956019 = -17832891.626097 nChanged 1195 SP:Iteration 13Q (9502.355900 sec): 3 clusters Score: Raw -17837529.966619 + Penalty 3833.956019 = -17833696.010600 nChanged 765 SP:Iteration 14Q (9502.529731 sec): 3 clusters Score: Raw -17838032.852310 + Penalty 3833.956019 = -17834198.896290 nChanged 516 SP:Iteration 15Q (9502.701595 sec): 3 clusters Score: Raw -17838350.508471 + Penalty 3833.956019 = -17834516.552452 nChanged 339 SP:Iteration 16Q (9502.871566 sec): 3 clusters Score: Raw -17838567.949061 + Penalty 3833.956019 = -17834733.993041 nChanged 251 SP:Iteration 17Q (9503.040464 sec): 3 clusters Score: Raw -17838705.533671 + Penalty 3833.956019 = -17834871.577651 nChanged 180 SP:Iteration 18Q (9503.208374 sec): 3 clusters Score: Raw -17838794.784676 + Penalty 3833.956019 = -17834960.828657 nChanged 148 SP:Iteration 19Q (9503.376051 sec): 3 clusters Score: Raw -17838862.898738 + Penalty 3833.956019 = -17835028.942719 nChanged 100 SP:Iteration 20F (9503.578257 sec): 3 clusters Score: Raw -17838908.253378 + Penalty 3833.956019 = -17835074.297358 nChanged 91 SP:Iteration 21Q (9503.745356 sec): 3 clusters Score: Raw -17838944.400588 + Penalty 3833.956019 = -17835110.444569 nChanged 67 SP:Iteration 22Q (9503.915023 sec): 3 clusters Score: Raw -17838972.291282 + Penalty 3833.956019 = -17835138.335263 nChanged 73 SP:Iteration 23Q (9504.082958 sec): 3 clusters Score: Raw -17838999.328553 + Penalty 3833.956019 = -17835165.372534 nChanged 43 SP:Iteration 24Q (9504.250631 sec): 3 clusters Score: Raw -17839011.397318 + Penalty 3833.956019 = -17835177.441298 nChanged 38 SP:Iteration 25Q (9504.420356 sec): 3 clusters Score: Raw -17839022.847767 + Penalty 3833.956019 = -17835188.891748 nChanged 27 SP:Iteration 26Q (9504.587295 sec): 3 clusters Score: Raw -17839031.817755 + Penalty 3833.956019 = -17835197.861736 nChanged 26 SP:Iteration 27Q (9504.753836 sec): 3 clusters Score: Raw -17839040.222472 + Penalty 3833.956019 = -17835206.266453 nChanged 27 SP:Iteration 28Q (9504.934591 sec): 3 clusters Score: Raw -17839045.729554 + Penalty 3833.956019 = -17835211.773535 nChanged 15 SP:Iteration 29Q (9505.103054 sec): 3 clusters Score: Raw -17839048.719740 + Penalty 3833.956019 = -17835214.763720 nChanged 8 SP:Iteration 30Q (9505.269551 sec): 3 clusters Score: Raw -17839051.417492 + Penalty 3833.956019 = -17835217.461473 nChanged 13 SP:Iteration 31Q (9505.436012 sec): 3 clusters Score: Raw -17839055.356253 + Penalty 3833.956019 = -17835221.400234 nChanged 9 SP:Iteration 32Q (9505.602447 sec): 3 clusters Score: Raw -17839058.180570 + Penalty 3833.956019 = -17835224.224551 nChanged 10 SP:Iteration 33Q (9505.768797 sec): 3 clusters Score: Raw -17839060.505195 + Penalty 3833.956019 = -17835226.549176 nChanged 6 SP:Iteration 34Q (9505.935188 sec): 3 clusters Score: Raw -17839062.127081 + Penalty 3833.956019 = -17835228.171062 nChanged 4 SP:Iteration 35Q (9506.101669 sec): 3 clusters Score: Raw -17839063.068484 + Penalty 3833.956019 = -17835229.112465 nChanged 1 SP:Iteration 36Q (9506.268047 sec): 3 clusters Score: Raw -17839063.343575 + Penalty 3833.956019 = -17835229.387556 nChanged 1 SP:Iteration 37Q (9506.434425 sec): 3 clusters Score: Raw -17839063.437578 + Penalty 3833.956019 = -17835229.481558 nChanged 0 SP:Iteration 38F (9506.636667 sec): 3 clusters Score: Raw -17839063.437578 + Penalty 3833.956019 = -17835229.481558 nChanged 0 Iteration 299Q (9513.700709 sec): 34 clusters Score: Raw -99968851.033105 + Penalty 72694.960115 = -99896156.072990 nChanged 38 Iteration 300F (9528.525986 sec): 34 clusters Score: Raw -99968851.947020 + Penalty 72694.960115 = -99896156.986906 nChanged 42 Iteration 301Q (9535.612432 sec): 34 clusters Score: Raw -99968852.872309 + Penalty 72694.960115 = -99896157.912194 nChanged 38 Iteration 302Q (9542.683378 sec): 34 clusters Score: Raw -99968853.659654 + Penalty 72694.960115 = -99896158.699540 nChanged 31 Iteration 303Q (9549.765967 sec): 34 clusters Score: Raw -99968854.404976 + Penalty 72694.960115 = -99896159.444862 nChanged 34 Iteration 304Q (9556.831229 sec): 34 clusters Score: Raw -99968855.061213 + Penalty 72694.960115 = -99896160.101098 nChanged 17 Iteration 305Q (9563.917183 sec): 34 clusters Score: Raw -99968855.343368 + Penalty 72694.960115 = -99896160.383254 nChanged 21 Iteration 306Q (9570.995627 sec): 34 clusters Score: Raw -99968855.911379 + Penalty 72694.960115 = -99896160.951265 nChanged 22 Iteration 307Q (9578.074626 sec): 34 clusters Score: Raw -99968856.493664 + Penalty 72694.960115 = -99896161.533549 nChanged 25 Iteration 308Q (9585.140281 sec): 34 clusters Score: Raw -99968857.240919 + Penalty 72694.960115 = -99896162.280804 nChanged 25 Iteration 309Q (9592.227311 sec): 34 clusters Score: Raw -99968857.796930 + Penalty 72694.960115 = -99896162.836816 nChanged 20 Iteration 310Q (9599.287971 sec): 34 clusters Score: Raw -99968858.520423 + Penalty 72694.960115 = -99896163.560308 nChanged 33 Iteration 311Q (9606.371052 sec): 34 clusters Score: Raw -99968859.553130 + Penalty 72694.960115 = -99896164.593016 nChanged 29 Iteration 312Q (9613.441336 sec): 34 clusters Score: Raw -99968860.327873 + Penalty 72694.960115 = -99896165.367759 nChanged 29 Iteration 313Q (9620.544913 sec): 34 clusters Score: Raw -99968861.189151 + Penalty 72694.960115 = -99896166.229036 nChanged 23 Iteration 314Q (9627.616303 sec): 34 clusters Score: Raw -99968861.742974 + Penalty 72694.960115 = -99896166.782859 nChanged 14 Iteration 315Q (9634.723348 sec): 34 clusters Score: Raw -99968862.028236 + Penalty 72694.960115 = -99896167.068121 nChanged 12 Iteration 316Q (9641.787923 sec): 34 clusters Score: Raw -99968862.232447 + Penalty 72694.960115 = -99896167.272333 nChanged 14 Iteration 317Q (9648.890008 sec): 34 clusters Score: Raw -99968862.420003 + Penalty 72694.960115 = -99896167.459889 nChanged 14 Iteration 318Q (9655.958885 sec): 34 clusters Score: Raw -99968862.690307 + Penalty 72694.960115 = -99896167.730193 nChanged 13 Iteration 319Q (9663.043267 sec): 34 clusters Score: Raw -99968862.931995 + Penalty 72694.960115 = -99896167.971881 nChanged 17 Iteration 320F (9677.890157 sec): 34 clusters Score: Raw -99968863.384220 + Penalty 72694.960115 = -99896168.424105 nChanged 16 Iteration 321Q (9684.975277 sec): 34 clusters Score: Raw -99968863.702141 + Penalty 72694.960115 = -99896168.742027 nChanged 12 Iteration 322Q (9692.036866 sec): 34 clusters Score: Raw -99968863.916373 + Penalty 72694.960115 = -99896168.956259 nChanged 7 Iteration 323Q (9699.130185 sec): 34 clusters Score: Raw -99968864.080060 + Penalty 72694.960115 = -99896169.119945 nChanged 6 Iteration 324Q (9706.294843 sec): 34 clusters Score: Raw -99968864.191544 + Penalty 72694.960115 = -99896169.231430 nChanged 3 Iteration 325Q (9713.409276 sec): 34 clusters Score: Raw -99968864.464163 + Penalty 72694.960115 = -99896169.504048 nChanged 3 Iteration 326Q (9720.491629 sec): 34 clusters Score: Raw -99968864.722275 + Penalty 72694.960115 = -99896169.762161 nChanged 7 Iteration 327Q (9727.570842 sec): 34 clusters Score: Raw -99968865.484023 + Penalty 72694.960115 = -99896170.523909 nChanged 13 Iteration 328Q (9734.634839 sec): 34 clusters Score: Raw -99968866.014864 + Penalty 72694.960115 = -99896171.054749 nChanged 9 Iteration 329Q (9741.735510 sec): 34 clusters Score: Raw -99968866.572982 + Penalty 72694.960115 = -99896171.612868 nChanged 11 Iteration 330Q (9748.801676 sec): 34 clusters Score: Raw -99968867.016009 + Penalty 72694.960115 = -99896172.055894 nChanged 14 Iteration 331Q (9755.886203 sec): 34 clusters Score: Raw -99968867.417346 + Penalty 72694.960115 = -99896172.457232 nChanged 18 Iteration 332Q (9762.948165 sec): 34 clusters Score: Raw -99968867.924065 + Penalty 72694.960115 = -99896172.963950 nChanged 19 Iteration 333Q (9770.030049 sec): 34 clusters Score: Raw -99968868.576480 + Penalty 72694.960115 = -99896173.616365 nChanged 23 Iteration 334Q (9777.092656 sec): 34 clusters Score: Raw -99968869.404496 + Penalty 72694.960115 = -99896174.444382 nChanged 21 Iteration 335Q (9784.227611 sec): 34 clusters Score: Raw -99968870.149265 + Penalty 72694.960115 = -99896175.189150 nChanged 26 Iteration 336Q (9791.314024 sec): 34 clusters Score: Raw -99968870.974711 + Penalty 72694.960115 = -99896176.014596 nChanged 26 Iteration 337Q (9798.397322 sec): 34 clusters Score: Raw -99968871.713712 + Penalty 72694.960115 = -99896176.753597 nChanged 23 Iteration 338Q (9805.461283 sec): 34 clusters Score: Raw -99968872.451326 + Penalty 72694.960115 = -99896177.491212 nChanged 23 Writing temp clu file Because OldScore, -99896176.753597, is greater than current (better) Score,-99896177.491212 Compute initial score before splitting: Score: Raw -99968872.451326 + Penalty 72694.960115 = -99896177.491212 Trying to split cluster 1 (4661 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9805.620337 sec): 2 clusters Score: Raw -620258.280144 + Penalty 1372.635111 = -618885.645033 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9805.641207 sec): 3 clusters Score: Raw -617858.307828 + Penalty 2745.270221 = -615113.037606 nChanged 1835 SP:Iteration 1F (9805.661786 sec): 3 clusters Score: Raw -618929.607753 + Penalty 2745.270221 = -616184.337532 nChanged 348 SP:Iteration 2F (9805.682111 sec): 3 clusters Score: Raw -619098.658454 + Penalty 2745.270221 = -616353.388233 nChanged 238 SP:Iteration 3F (9805.702669 sec): 3 clusters Score: Raw -619206.664334 + Penalty 2745.270221 = -616461.394113 nChanged 166 SP:Iteration 4Q (9805.723117 sec): 3 clusters Score: Raw -619284.999618 + Penalty 2745.270221 = -616539.729397 nChanged 146 SP:Iteration 5Q (9805.743479 sec): 3 clusters Score: Raw -619344.307718 + Penalty 2745.270221 = -616599.037496 nChanged 136 SP:Iteration 6Q (9805.763927 sec): 3 clusters Score: Raw -619406.802025 + Penalty 2745.270221 = -616661.531804 nChanged 132 SP:Iteration 7Q (9805.784394 sec): 3 clusters Score: Raw -619477.238974 + Penalty 2745.270221 = -616731.968753 nChanged 157 SP:Iteration 8Q (9805.804968 sec): 3 clusters Score: Raw -619559.189338 + Penalty 2745.270221 = -616813.919117 nChanged 150 SP:Iteration 9Q (9805.825339 sec): 3 clusters Score: Raw -619635.957269 + Penalty 2745.270221 = -616890.687047 nChanged 136 SP:Iteration 10Q (9805.845878 sec): 3 clusters Score: Raw -619712.104970 + Penalty 2745.270221 = -616966.834749 nChanged 138 SP:Iteration 11Q (9805.866230 sec): 3 clusters Score: Raw -619778.253275 + Penalty 2745.270221 = -617032.983053 nChanged 126 SP:Iteration 12Q (9805.886491 sec): 3 clusters Score: Raw -619841.831629 + Penalty 2745.270221 = -617096.561407 nChanged 117 SP:Iteration 13Q (9805.906911 sec): 3 clusters Score: Raw -619890.888880 + Penalty 2745.270221 = -617145.618659 nChanged 92 SP:Iteration 14Q (9805.927419 sec): 3 clusters Score: Raw -619927.908363 + Penalty 2745.270221 = -617182.638142 nChanged 91 SP:Iteration 15Q (9805.947795 sec): 3 clusters Score: Raw -619973.385381 + Penalty 2745.270221 = -617228.115160 nChanged 87 SP:Iteration 16Q (9805.968040 sec): 3 clusters Score: Raw -620023.540650 + Penalty 2745.270221 = -617278.270429 nChanged 80 SP:Iteration 17Q (9805.988042 sec): 3 clusters Score: Raw -620063.174673 + Penalty 2745.270221 = -617317.904451 nChanged 61 SP:Iteration 18Q (9806.008342 sec): 3 clusters Score: Raw -620093.334960 + Penalty 2745.270221 = -617348.064738 nChanged 75 SP:Iteration 19Q (9806.028621 sec): 3 clusters Score: Raw -620129.761703 + Penalty 2745.270221 = -617384.491481 nChanged 60 SP:Iteration 20F (9806.049008 sec): 3 clusters Score: Raw -620158.063660 + Penalty 2745.270221 = -617412.793439 nChanged 52 SP:Iteration 21Q (9806.068948 sec): 3 clusters Score: Raw -620184.166866 + Penalty 2745.270221 = -617438.896644 nChanged 51 SP:Iteration 22Q (9806.089070 sec): 3 clusters Score: Raw -620204.378637 + Penalty 2745.270221 = -617459.108416 nChanged 44 SP:Iteration 23Q (9806.109247 sec): 3 clusters Score: Raw -620221.461587 + Penalty 2745.270221 = -617476.191366 nChanged 41 SP:Iteration 24Q (9806.129566 sec): 3 clusters Score: Raw -620240.794488 + Penalty 2745.270221 = -617495.524267 nChanged 41 SP:Iteration 25Q (9806.149752 sec): 3 clusters Score: Raw -620255.554816 + Penalty 2745.270221 = -617510.284595 nChanged 29 SP:Iteration 26Q (9806.170010 sec): 3 clusters Score: Raw -620265.245692 + Penalty 2745.270221 = -617519.975470 nChanged 27 SP:Iteration 27Q (9806.190241 sec): 3 clusters Score: Raw -620275.082991 + Penalty 2745.270221 = -617529.812770 nChanged 29 SP:Iteration 28Q (9806.210058 sec): 3 clusters Score: Raw -620284.101580 + Penalty 2745.270221 = -617538.831359 nChanged 23 SP:Iteration 29Q (9806.229996 sec): 3 clusters Score: Raw -620291.474790 + Penalty 2745.270221 = -617546.204569 nChanged 20 SP:Iteration 30Q (9806.250168 sec): 3 clusters Score: Raw -620298.475454 + Penalty 2745.270221 = -617553.205233 nChanged 21 SP:Iteration 31Q (9806.270079 sec): 3 clusters Score: Raw -620305.385253 + Penalty 2745.270221 = -617560.115032 nChanged 20 SP:Iteration 32Q (9806.290078 sec): 3 clusters Score: Raw -620311.908543 + Penalty 2745.270221 = -617566.638322 nChanged 17 SP:Iteration 33Q (9806.309983 sec): 3 clusters Score: Raw -620319.542104 + Penalty 2745.270221 = -617574.271882 nChanged 24 SP:Iteration 34Q (9806.330127 sec): 3 clusters Score: Raw -620331.025715 + Penalty 2745.270221 = -617585.755494 nChanged 25 SP:Iteration 35Q (9806.350012 sec): 3 clusters Score: Raw -620344.435091 + Penalty 2745.270221 = -617599.164870 nChanged 23 SP:Iteration 36Q (9806.370017 sec): 3 clusters Score: Raw -620352.508777 + Penalty 2745.270221 = -617607.238555 nChanged 23 SP:Iteration 37Q (9806.389976 sec): 3 clusters Score: Raw -620361.552184 + Penalty 2745.270221 = -617616.281963 nChanged 26 SP:Iteration 38Q (9806.409909 sec): 3 clusters Score: Raw -620372.339349 + Penalty 2745.270221 = -617627.069127 nChanged 26 SP:Iteration 39Q (9806.429857 sec): 3 clusters Score: Raw -620385.422387 + Penalty 2745.270221 = -617640.152166 nChanged 24 SP:Iteration 40F (9806.450117 sec): 3 clusters Score: Raw -620398.697353 + Penalty 2745.270221 = -617653.427132 nChanged 29 SP:Iteration 41Q (9806.469909 sec): 3 clusters Score: Raw -620408.991754 + Penalty 2745.270221 = -617663.721533 nChanged 18 SP:Iteration 42Q (9806.489895 sec): 3 clusters Score: Raw -620417.523380 + Penalty 2745.270221 = -617672.253158 nChanged 16 SP:Iteration 43Q (9806.509553 sec): 3 clusters Score: Raw -620426.860566 + Penalty 2745.270221 = -617681.590345 nChanged 14 SP:Iteration 44Q (9806.529342 sec): 3 clusters Score: Raw -620435.453332 + Penalty 2745.270221 = -617690.183111 nChanged 11 SP:Iteration 45Q (9806.548977 sec): 3 clusters Score: Raw -620440.107476 + Penalty 2745.270221 = -617694.837254 nChanged 13 SP:Iteration 46Q (9806.568557 sec): 3 clusters Score: Raw -620448.310823 + Penalty 2745.270221 = -617703.040602 nChanged 20 SP:Iteration 47Q (9806.588186 sec): 3 clusters Score: Raw -620459.250260 + Penalty 2745.270221 = -617713.980039 nChanged 15 SP:Iteration 48Q (9806.607723 sec): 3 clusters Score: Raw -620467.992673 + Penalty 2745.270221 = -617722.722452 nChanged 16 SP:Iteration 49Q (9806.627329 sec): 3 clusters Score: Raw -620479.652928 + Penalty 2745.270221 = -617734.382706 nChanged 14 SP:Iteration 50Q (9806.646946 sec): 3 clusters Score: Raw -620490.403055 + Penalty 2745.270221 = -617745.132834 nChanged 20 SP:Iteration 51Q (9806.666486 sec): 3 clusters Score: Raw -620497.778887 + Penalty 2745.270221 = -617752.508665 nChanged 12 SP:Iteration 52Q (9806.686127 sec): 3 clusters Score: Raw -620501.915862 + Penalty 2745.270221 = -617756.645641 nChanged 6 SP:Iteration 53Q (9806.705479 sec): 3 clusters Score: Raw -620504.840506 + Penalty 2745.270221 = -617759.570284 nChanged 6 SP:Iteration 54Q (9806.724957 sec): 3 clusters Score: Raw -620508.252316 + Penalty 2745.270221 = -617762.982095 nChanged 6 SP:Iteration 55Q (9806.744274 sec): 3 clusters Score: Raw -620511.655071 + Penalty 2745.270221 = -617766.384850 nChanged 5 SP:Iteration 56Q (9806.763673 sec): 3 clusters Score: Raw -620515.472636 + Penalty 2745.270221 = -617770.202415 nChanged 5 SP:Iteration 57Q (9806.783091 sec): 3 clusters Score: Raw -620518.609313 + Penalty 2745.270221 = -617773.339092 nChanged 4 SP:Iteration 58Q (9806.802667 sec): 3 clusters Score: Raw -620520.079859 + Penalty 2745.270221 = -617774.809638 nChanged 3 SP:Iteration 59Q (9806.821912 sec): 3 clusters Score: Raw -620520.627846 + Penalty 2745.270221 = -617775.357625 nChanged 0 SP:Iteration 60F (9806.842421 sec): 3 clusters Score: Raw -620520.627846 + Penalty 2745.270221 = -617775.357625 nChanged 0 Trying to split cluster 2 (7305 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9806.863717 sec): 2 clusters Score: Raw -935033.912512 + Penalty 1445.651078 = -933588.261435 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9806.888642 sec): 3 clusters Score: Raw -931036.502351 + Penalty 2891.302155 = -928145.200196 nChanged 3045 SP:Iteration 1F (9806.912856 sec): 3 clusters Score: Raw -932749.806665 + Penalty 2891.302155 = -929858.504510 nChanged 531 SP:Iteration 2F (9806.937322 sec): 3 clusters Score: Raw -933027.731393 + Penalty 2891.302155 = -930136.429237 nChanged 437 SP:Iteration 3F (9806.961464 sec): 3 clusters Score: Raw -933293.997355 + Penalty 2891.302155 = -930402.695200 nChanged 411 SP:Iteration 4F (9806.985771 sec): 3 clusters Score: Raw -933520.001939 + Penalty 2891.302155 = -930628.699783 nChanged 355 SP:Iteration 5Q (9807.010358 sec): 3 clusters Score: Raw -933731.807557 + Penalty 2891.302155 = -930840.505401 nChanged 338 SP:Iteration 6Q (9807.034681 sec): 3 clusters Score: Raw -933971.202973 + Penalty 2891.302155 = -931079.900818 nChanged 336 SP:Iteration 7Q (9807.058940 sec): 3 clusters Score: Raw -934237.353263 + Penalty 2891.302155 = -931346.051107 nChanged 301 SP:Iteration 8Q (9807.083321 sec): 3 clusters Score: Raw -934482.962246 + Penalty 2891.302155 = -931591.660090 nChanged 245 SP:Iteration 9Q (9807.107414 sec): 3 clusters Score: Raw -934677.334490 + Penalty 2891.302155 = -931786.032335 nChanged 206 SP:Iteration 10Q (9807.131362 sec): 3 clusters Score: Raw -934838.619545 + Penalty 2891.302155 = -931947.317389 nChanged 148 SP:Iteration 11Q (9807.155093 sec): 3 clusters Score: Raw -934947.181064 + Penalty 2891.302155 = -932055.878908 nChanged 111 SP:Iteration 12Q (9807.178184 sec): 3 clusters Score: Raw -935028.627453 + Penalty 2891.302155 = -932137.325297 nChanged 78 SP:Iteration 13Q (9807.201133 sec): 3 clusters Score: Raw -935080.334988 + Penalty 2891.302155 = -932189.032832 nChanged 60 SP:Iteration 14Q (9807.223928 sec): 3 clusters Score: Raw -935116.674865 + Penalty 2891.302155 = -932225.372710 nChanged 53 SP:Iteration 15Q (9807.246520 sec): 3 clusters Score: Raw -935146.609991 + Penalty 2891.302155 = -932255.307836 nChanged 39 SP:Iteration 16Q (9807.268956 sec): 3 clusters Score: Raw -935168.586696 + Penalty 2891.302155 = -932277.284541 nChanged 31 SP:Iteration 17Q (9807.291596 sec): 3 clusters Score: Raw -935184.856262 + Penalty 2891.302155 = -932293.554106 nChanged 23 SP:Iteration 18Q (9807.314373 sec): 3 clusters Score: Raw -935195.098611 + Penalty 2891.302155 = -932303.796456 nChanged 14 SP:Iteration 19Q (9807.336793 sec): 3 clusters Score: Raw -935199.926120 + Penalty 2891.302155 = -932308.623965 nChanged 9 SP:Iteration 20F (9807.361020 sec): 3 clusters Score: Raw -935203.324563 + Penalty 2891.302155 = -932312.022408 nChanged 10 SP:Iteration 21Q (9807.383702 sec): 3 clusters Score: Raw -935208.153378 + Penalty 2891.302155 = -932316.851223 nChanged 11 SP:Iteration 22Q (9807.406012 sec): 3 clusters Score: Raw -935213.695819 + Penalty 2891.302155 = -932322.393664 nChanged 13 SP:Iteration 23Q (9807.428248 sec): 3 clusters Score: Raw -935219.967131 + Penalty 2891.302155 = -932328.664976 nChanged 18 SP:Iteration 24Q (9807.450727 sec): 3 clusters Score: Raw -935226.613212 + Penalty 2891.302155 = -932335.311056 nChanged 11 SP:Iteration 25Q (9807.473195 sec): 3 clusters Score: Raw -935230.056094 + Penalty 2891.302155 = -932338.753938 nChanged 6 SP:Iteration 26Q (9807.495443 sec): 3 clusters Score: Raw -935231.872094 + Penalty 2891.302155 = -932340.569939 nChanged 7 SP:Iteration 27Q (9807.517671 sec): 3 clusters Score: Raw -935234.630384 + Penalty 2891.302155 = -932343.328229 nChanged 6 SP:Iteration 28Q (9807.539992 sec): 3 clusters Score: Raw -935237.517658 + Penalty 2891.302155 = -932346.215503 nChanged 10 SP:Iteration 29Q (9807.562491 sec): 3 clusters Score: Raw -935241.515429 + Penalty 2891.302155 = -932350.213274 nChanged 9 SP:Iteration 30Q (9807.584931 sec): 3 clusters Score: Raw -935245.317864 + Penalty 2891.302155 = -932354.015709 nChanged 11 SP:Iteration 31Q (9807.607305 sec): 3 clusters Score: Raw -935250.070670 + Penalty 2891.302155 = -932358.768514 nChanged 8 SP:Iteration 32Q (9807.629574 sec): 3 clusters Score: Raw -935254.263512 + Penalty 2891.302155 = -932362.961357 nChanged 11 SP:Iteration 33Q (9807.651804 sec): 3 clusters Score: Raw -935258.887876 + Penalty 2891.302155 = -932367.585720 nChanged 11 SP:Iteration 34Q (9807.674103 sec): 3 clusters Score: Raw -935263.558986 + Penalty 2891.302155 = -932372.256830 nChanged 9 SP:Iteration 35Q (9807.696265 sec): 3 clusters Score: Raw -935267.699023 + Penalty 2891.302155 = -932376.396868 nChanged 7 SP:Iteration 36Q (9807.718362 sec): 3 clusters Score: Raw -935269.822461 + Penalty 2891.302155 = -932378.520305 nChanged 7 SP:Iteration 37Q (9807.740623 sec): 3 clusters Score: Raw -935273.712642 + Penalty 2891.302155 = -932382.410487 nChanged 2 SP:Iteration 38Q (9807.762754 sec): 3 clusters Score: Raw -935274.385362 + Penalty 2891.302155 = -932383.083207 nChanged 3 SP:Iteration 39Q (9807.785005 sec): 3 clusters Score: Raw -935275.127914 + Penalty 2891.302155 = -932383.825759 nChanged 1 SP:Iteration 40F (9807.809359 sec): 3 clusters Score: Raw -935275.632182 + Penalty 2891.302155 = -932384.330026 nChanged 1 SP:Iteration 41Q (9807.831716 sec): 3 clusters Score: Raw -935275.968488 + Penalty 2891.302155 = -932384.666333 nChanged 1 SP:Iteration 42Q (9807.854123 sec): 3 clusters Score: Raw -935276.388366 + Penalty 2891.302155 = -932385.086211 nChanged 1 SP:Iteration 43Q (9807.876399 sec): 3 clusters Score: Raw -935276.624156 + Penalty 2891.302155 = -932385.322001 nChanged 0 SP:Iteration 44F (9807.900713 sec): 3 clusters Score: Raw -935276.624156 + Penalty 2891.302155 = -932385.322001 nChanged 0 Trying to split cluster 3 (11096 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9807.925506 sec): 2 clusters Score: Raw -1504431.955540 + Penalty 1513.580244 = -1502918.375297 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9807.955556 sec): 3 clusters Score: Raw -1498053.791042 + Penalty 3027.160488 = -1495026.630555 nChanged 4778 SP:Iteration 1F (9807.984292 sec): 3 clusters Score: Raw -1500623.286839 + Penalty 3027.160488 = -1497596.126351 nChanged 704 SP:Iteration 2F (9808.013207 sec): 3 clusters Score: Raw -1500984.425714 + Penalty 3027.160488 = -1497957.265226 nChanged 699 SP:Iteration 3F (9808.041841 sec): 3 clusters Score: Raw -1501370.025568 + Penalty 3027.160488 = -1498342.865080 nChanged 698 SP:Iteration 4F (9808.070655 sec): 3 clusters Score: Raw -1501814.589308 + Penalty 3027.160488 = -1498787.428820 nChanged 648 SP:Iteration 5F (9808.099241 sec): 3 clusters Score: Raw -1502254.960535 + Penalty 3027.160488 = -1499227.800047 nChanged 626 SP:Iteration 6F (9808.127851 sec): 3 clusters Score: Raw -1502698.477220 + Penalty 3027.160488 = -1499671.316732 nChanged 556 SP:Iteration 7F (9808.156621 sec): 3 clusters Score: Raw -1503098.278397 + Penalty 3027.160488 = -1500071.117909 nChanged 473 SP:Iteration 8Q (9808.185348 sec): 3 clusters Score: Raw -1503444.531438 + Penalty 3027.160488 = -1500417.370950 nChanged 406 SP:Iteration 9Q (9808.213968 sec): 3 clusters Score: Raw -1503752.804464 + Penalty 3027.160488 = -1500725.643976 nChanged 321 SP:Iteration 10Q (9808.263175 sec): 3 clusters Score: Raw -1503988.749118 + Penalty 3027.160488 = -1500961.588631 nChanged 218 SP:Iteration 11Q (9808.290385 sec): 3 clusters Score: Raw -1504142.093966 + Penalty 3027.160488 = -1501114.933478 nChanged 177 SP:Iteration 12Q (9808.318065 sec): 3 clusters Score: Raw -1504258.145188 + Penalty 3027.160488 = -1501230.984701 nChanged 129 SP:Iteration 13Q (9808.345299 sec): 3 clusters Score: Raw -1504352.370983 + Penalty 3027.160488 = -1501325.210495 nChanged 111 SP:Iteration 14Q (9808.372219 sec): 3 clusters Score: Raw -1504435.645510 + Penalty 3027.160488 = -1501408.485023 nChanged 83 SP:Iteration 15Q (9808.399242 sec): 3 clusters Score: Raw -1504484.870226 + Penalty 3027.160488 = -1501457.709738 nChanged 52 SP:Iteration 16Q (9808.425715 sec): 3 clusters Score: Raw -1504512.158338 + Penalty 3027.160488 = -1501484.997851 nChanged 37 SP:Iteration 17Q (9808.452113 sec): 3 clusters Score: Raw -1504532.431385 + Penalty 3027.160488 = -1501505.270898 nChanged 31 SP:Iteration 18Q (9808.478169 sec): 3 clusters Score: Raw -1504546.130340 + Penalty 3027.160488 = -1501518.969853 nChanged 22 SP:Iteration 19Q (9808.504523 sec): 3 clusters Score: Raw -1504558.259995 + Penalty 3027.160488 = -1501531.099507 nChanged 28 SP:Iteration 20F (9808.533305 sec): 3 clusters Score: Raw -1504575.809356 + Penalty 3027.160488 = -1501548.648868 nChanged 24 SP:Iteration 21Q (9808.559626 sec): 3 clusters Score: Raw -1504590.015471 + Penalty 3027.160488 = -1501562.854983 nChanged 25 SP:Iteration 22Q (9808.585725 sec): 3 clusters Score: Raw -1504605.447976 + Penalty 3027.160488 = -1501578.287488 nChanged 22 SP:Iteration 23Q (9808.611713 sec): 3 clusters Score: Raw -1504616.752364 + Penalty 3027.160488 = -1501589.591876 nChanged 9 SP:Iteration 24Q (9808.637488 sec): 3 clusters Score: Raw -1504621.388183 + Penalty 3027.160488 = -1501594.227695 nChanged 10 SP:Iteration 25Q (9808.663416 sec): 3 clusters Score: Raw -1504627.409166 + Penalty 3027.160488 = -1501600.248679 nChanged 8 SP:Iteration 26Q (9808.689274 sec): 3 clusters Score: Raw -1504631.019049 + Penalty 3027.160488 = -1501603.858561 nChanged 1 SP:Iteration 27Q (9808.714962 sec): 3 clusters Score: Raw -1504631.412335 + Penalty 3027.160488 = -1501604.251848 nChanged 0 SP:Iteration 28F (9808.743590 sec): 3 clusters Score: Raw -1504631.412335 + Penalty 3027.160488 = -1501604.251848 nChanged 0 Trying to split cluster 4 (244823 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9809.017176 sec): 2 clusters Score: Raw -32767682.134560 + Penalty 2016.347252 = -32765665.787308 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9809.429510 sec): 3 clusters Score: Raw -32604827.146330 + Penalty 4032.694503 = -32600794.451827 nChanged 118716 SP:Iteration 1F (9809.835444 sec): 3 clusters Score: Raw -32675955.591143 + Penalty 4032.694503 = -32671922.896639 nChanged 7394 SP:Iteration 2Q (9810.233001 sec): 3 clusters Score: Raw -32677605.068337 + Penalty 4032.694503 = -32673572.373834 nChanged 8084 SP:Iteration 3Q (9810.631118 sec): 3 clusters Score: Raw -32679848.369544 + Penalty 4032.694503 = -32675815.675041 nChanged 9742 SP:Iteration 4Q (9811.029151 sec): 3 clusters Score: Raw -32683417.449932 + Penalty 4032.694503 = -32679384.755429 nChanged 11930 SP:Iteration 5Q (9811.426537 sec): 3 clusters Score: Raw -32689267.597262 + Penalty 4032.694503 = -32685234.902759 nChanged 14881 SP:Iteration 6F (9811.793989 sec): 3 clusters Score: Raw -32698690.734314 + Penalty 4032.694503 = -32694658.039811 nChanged 17249 SP:Iteration 7F (9812.161648 sec): 3 clusters Score: Raw -32712474.189920 + Penalty 4032.694503 = -32708441.495416 nChanged 17592 SP:Iteration 8F (9812.530640 sec): 3 clusters Score: Raw -32728664.755686 + Penalty 4032.694503 = -32724632.061183 nChanged 14754 SP:Iteration 9F (9812.897935 sec): 3 clusters Score: Raw -32742658.933031 + Penalty 4032.694503 = -32738626.238528 nChanged 10402 SP:Iteration 10Q (9813.269339 sec): 3 clusters Score: Raw -32751921.144310 + Penalty 4032.694503 = -32747888.449807 nChanged 7171 SP:Iteration 11Q (9813.620065 sec): 3 clusters Score: Raw -32757675.560330 + Penalty 4032.694503 = -32753642.865827 nChanged 4876 SP:Iteration 12Q (9813.958122 sec): 3 clusters Score: Raw -32761196.444383 + Penalty 4032.694503 = -32757163.749880 nChanged 3546 SP:Iteration 13Q (9814.298081 sec): 3 clusters Score: Raw -32763554.953911 + Penalty 4032.694503 = -32759522.259408 nChanged 2689 SP:Iteration 14Q (9814.619648 sec): 3 clusters Score: Raw -32765241.054459 + Penalty 4032.694503 = -32761208.359955 nChanged 1989 SP:Iteration 15Q (9814.936228 sec): 3 clusters Score: Raw -32766415.262249 + Penalty 4032.694503 = -32762382.567745 nChanged 1487 SP:Iteration 16Q (9815.245253 sec): 3 clusters Score: Raw -32767237.146189 + Penalty 4032.694503 = -32763204.451686 nChanged 1121 SP:Iteration 17Q (9815.556537 sec): 3 clusters Score: Raw -32767778.510858 + Penalty 4032.694503 = -32763745.816355 nChanged 801 SP:Iteration 18Q (9815.860646 sec): 3 clusters Score: Raw -32768116.357332 + Penalty 4032.694503 = -32764083.662829 nChanged 594 SP:Iteration 19Q (9816.163252 sec): 3 clusters Score: Raw -32768323.094506 + Penalty 4032.694503 = -32764290.400002 nChanged 449 SP:Iteration 20F (9816.524403 sec): 3 clusters Score: Raw -32768471.729492 + Penalty 4032.694503 = -32764439.034989 nChanged 363 SP:Iteration 21Q (9816.825361 sec): 3 clusters Score: Raw -32768569.942377 + Penalty 4032.694503 = -32764537.247873 nChanged 273 SP:Iteration 22Q (9817.125876 sec): 3 clusters Score: Raw -32768633.983633 + Penalty 4032.694503 = -32764601.289130 nChanged 195 SP:Iteration 23Q (9817.425776 sec): 3 clusters Score: Raw -32768678.055215 + Penalty 4032.694503 = -32764645.360712 nChanged 174 SP:Iteration 24Q (9817.725515 sec): 3 clusters Score: Raw -32768714.647882 + Penalty 4032.694503 = -32764681.953378 nChanged 156 SP:Iteration 25Q (9818.024865 sec): 3 clusters Score: Raw -32768747.314394 + Penalty 4032.694503 = -32764714.619891 nChanged 161 SP:Iteration 26Q (9818.323978 sec): 3 clusters Score: Raw -32768780.377201 + Penalty 4032.694503 = -32764747.682698 nChanged 150 SP:Iteration 27Q (9818.629308 sec): 3 clusters Score: Raw -32768812.888990 + Penalty 4032.694503 = -32764780.194486 nChanged 138 SP:Iteration 28Q (9818.928194 sec): 3 clusters Score: Raw -32768841.617238 + Penalty 4032.694503 = -32764808.922735 nChanged 143 SP:Iteration 29Q (9819.226690 sec): 3 clusters Score: Raw -32768874.031536 + Penalty 4032.694503 = -32764841.337033 nChanged 142 SP:Iteration 30Q (9819.524906 sec): 3 clusters Score: Raw -32768904.611289 + Penalty 4032.694503 = -32764871.916785 nChanged 144 SP:Iteration 31Q (9819.873674 sec): 3 clusters Score: Raw -32768940.734170 + Penalty 4032.694503 = -32764908.039666 nChanged 144 SP:Iteration 32Q (9820.171746 sec): 3 clusters Score: Raw -32768975.438880 + Penalty 4032.694503 = -32764942.744377 nChanged 145 SP:Iteration 33Q (9820.467873 sec): 3 clusters Score: Raw -32769012.598454 + Penalty 4032.694503 = -32764979.903951 nChanged 168 SP:Iteration 34Q (9820.765531 sec): 3 clusters Score: Raw -32769053.700678 + Penalty 4032.694503 = -32765021.006174 nChanged 141 SP:Iteration 35Q (9821.063121 sec): 3 clusters Score: Raw -32769083.121157 + Penalty 4032.694503 = -32765050.426654 nChanged 128 SP:Iteration 36Q (9821.360504 sec): 3 clusters Score: Raw -32769108.818126 + Penalty 4032.694503 = -32765076.123623 nChanged 118 SP:Iteration 37Q (9821.669409 sec): 3 clusters Score: Raw -32769131.595289 + Penalty 4032.694503 = -32765098.900786 nChanged 98 SP:Iteration 38Q (9821.965183 sec): 3 clusters Score: Raw -32769149.777393 + Penalty 4032.694503 = -32765117.082889 nChanged 101 SP:Iteration 39Q (9822.262585 sec): 3 clusters Score: Raw -32769166.432663 + Penalty 4032.694503 = -32765133.738160 nChanged 92 SP:Iteration 40F (9822.624208 sec): 3 clusters Score: Raw -32769194.705632 + Penalty 4032.694503 = -32765162.011128 nChanged 110 SP:Iteration 41Q (9822.922923 sec): 3 clusters Score: Raw -32769217.264484 + Penalty 4032.694503 = -32765184.569981 nChanged 110 SP:Iteration 42Q (9823.221647 sec): 3 clusters Score: Raw -32769238.031539 + Penalty 4032.694503 = -32765205.337036 nChanged 100 SP:Iteration 43Q (9823.520210 sec): 3 clusters Score: Raw -32769260.554556 + Penalty 4032.694503 = -32765227.860053 nChanged 124 SP:Iteration 44Q (9823.818584 sec): 3 clusters Score: Raw -32769290.361988 + Penalty 4032.694503 = -32765257.667485 nChanged 136 SP:Iteration 45Q (9824.116645 sec): 3 clusters Score: Raw -32769316.310375 + Penalty 4032.694503 = -32765283.615872 nChanged 97 SP:Iteration 46Q (9824.419241 sec): 3 clusters Score: Raw -32769331.888634 + Penalty 4032.694503 = -32765299.194131 nChanged 76 SP:Iteration 47Q (9824.737414 sec): 3 clusters Score: Raw -32769344.394537 + Penalty 4032.694503 = -32765311.700034 nChanged 88 SP:Iteration 48Q (9825.035752 sec): 3 clusters Score: Raw -32769356.551989 + Penalty 4032.694503 = -32765323.857486 nChanged 66 SP:Iteration 49Q (9825.333701 sec): 3 clusters Score: Raw -32769366.019193 + Penalty 4032.694503 = -32765333.324690 nChanged 72 SP:Iteration 50Q (9825.631548 sec): 3 clusters Score: Raw -32769376.769416 + Penalty 4032.694503 = -32765344.074912 nChanged 79 SP:Iteration 51Q (9825.979977 sec): 3 clusters Score: Raw -32769388.259888 + Penalty 4032.694503 = -32765355.565385 nChanged 69 SP:Iteration 52Q (9826.278861 sec): 3 clusters Score: Raw -32769396.905457 + Penalty 4032.694503 = -32765364.210953 nChanged 60 SP:Iteration 53Q (9826.577835 sec): 3 clusters Score: Raw -32769404.761993 + Penalty 4032.694503 = -32765372.067490 nChanged 62 SP:Iteration 54Q (9826.875631 sec): 3 clusters Score: Raw -32769413.067712 + Penalty 4032.694503 = -32765380.373208 nChanged 68 SP:Iteration 55Q (9827.173355 sec): 3 clusters Score: Raw -32769420.386778 + Penalty 4032.694503 = -32765387.692275 nChanged 52 SP:Iteration 56Q (9827.471227 sec): 3 clusters Score: Raw -32769426.748732 + Penalty 4032.694503 = -32765394.054229 nChanged 48 SP:Iteration 57Q (9827.791260 sec): 3 clusters Score: Raw -32769431.229011 + Penalty 4032.694503 = -32765398.534507 nChanged 36 SP:Iteration 58Q (9828.088986 sec): 3 clusters Score: Raw -32769434.791844 + Penalty 4032.694503 = -32765402.097340 nChanged 33 SP:Iteration 59Q (9828.386576 sec): 3 clusters Score: Raw -32769437.329433 + Penalty 4032.694503 = -32765404.634929 nChanged 26 SP:Iteration 60F (9828.748408 sec): 3 clusters Score: Raw -32769439.348563 + Penalty 4032.694503 = -32765406.654059 nChanged 25 SP:Iteration 61Q (9829.047311 sec): 3 clusters Score: Raw -32769441.963709 + Penalty 4032.694503 = -32765409.269205 nChanged 34 SP:Iteration 62Q (9829.346207 sec): 3 clusters Score: Raw -32769445.920277 + Penalty 4032.694503 = -32765413.225774 nChanged 29 SP:Iteration 63Q (9829.644994 sec): 3 clusters Score: Raw -32769448.528446 + Penalty 4032.694503 = -32765415.833943 nChanged 33 SP:Iteration 64Q (9829.943650 sec): 3 clusters Score: Raw -32769451.512266 + Penalty 4032.694503 = -32765418.817763 nChanged 29 SP:Iteration 65Q (9830.242607 sec): 3 clusters Score: Raw -32769454.321504 + Penalty 4032.694503 = -32765421.627001 nChanged 31 SP:Iteration 66Q (9830.541473 sec): 3 clusters Score: Raw -32769457.205514 + Penalty 4032.694503 = -32765424.511010 nChanged 24 SP:Iteration 67Q (9830.849798 sec): 3 clusters Score: Raw -32769459.251321 + Penalty 4032.694503 = -32765426.556817 nChanged 22 SP:Iteration 68Q (9831.148771 sec): 3 clusters Score: Raw -32769461.326627 + Penalty 4032.694503 = -32765428.632124 nChanged 23 SP:Iteration 69Q (9831.447655 sec): 3 clusters Score: Raw -32769463.666132 + Penalty 4032.694503 = -32765430.971629 nChanged 22 SP:Iteration 70Q (9831.746320 sec): 3 clusters Score: Raw -32769465.708046 + Penalty 4032.694503 = -32765433.013543 nChanged 23 SP:Iteration 71Q (9832.044990 sec): 3 clusters Score: Raw -32769467.752363 + Penalty 4032.694503 = -32765435.057860 nChanged 25 SP:Iteration 72Q (9832.343729 sec): 3 clusters Score: Raw -32769469.713024 + Penalty 4032.694503 = -32765437.018521 nChanged 25 SP:Iteration 73Q (9832.642655 sec): 3 clusters Score: Raw -32769472.013854 + Penalty 4032.694503 = -32765439.319351 nChanged 13 SP:Iteration 74Q (9832.941631 sec): 3 clusters Score: Raw -32769473.292510 + Penalty 4032.694503 = -32765440.598007 nChanged 17 SP:Iteration 75Q (9833.290866 sec): 3 clusters Score: Raw -32769474.700178 + Penalty 4032.694503 = -32765442.005674 nChanged 17 SP:Iteration 76Q (9833.589529 sec): 3 clusters Score: Raw -32769475.940938 + Penalty 4032.694503 = -32765443.246435 nChanged 15 SP:Iteration 77Q (9833.940067 sec): 3 clusters Score: Raw -32769477.113131 + Penalty 4032.694503 = -32765444.418628 nChanged 13 SP:Iteration 78Q (9834.238615 sec): 3 clusters Score: Raw -32769478.049200 + Penalty 4032.694503 = -32765445.354697 nChanged 11 SP:Iteration 79Q (9834.537579 sec): 3 clusters Score: Raw -32769478.928635 + Penalty 4032.694503 = -32765446.234132 nChanged 11 SP:Iteration 80F (9834.899337 sec): 3 clusters Score: Raw -32769479.725348 + Penalty 4032.694503 = -32765447.030845 nChanged 5 SP:Iteration 81Q (9835.198859 sec): 3 clusters Score: Raw -32769480.050600 + Penalty 4032.694503 = -32765447.356097 nChanged 6 SP:Iteration 82Q (9835.498064 sec): 3 clusters Score: Raw -32769480.319536 + Penalty 4032.694503 = -32765447.625033 nChanged 3 SP:Iteration 83Q (9835.797234 sec): 3 clusters Score: Raw -32769480.574307 + Penalty 4032.694503 = -32765447.879804 nChanged 5 SP:Iteration 84Q (9836.096421 sec): 3 clusters Score: Raw -32769480.980710 + Penalty 4032.694503 = -32765448.286207 nChanged 5 SP:Iteration 85Q (9836.395569 sec): 3 clusters Score: Raw -32769481.326206 + Penalty 4032.694503 = -32765448.631702 nChanged 3 SP:Iteration 86Q (9836.694597 sec): 3 clusters Score: Raw -32769481.545125 + Penalty 4032.694503 = -32765448.850621 nChanged 3 SP:Iteration 87Q (9836.993296 sec): 3 clusters Score: Raw -32769481.750734 + Penalty 4032.694503 = -32765449.056231 nChanged 2 SP:Iteration 88Q (9837.292525 sec): 3 clusters Score: Raw -32769481.913224 + Penalty 4032.694503 = -32765449.218720 nChanged 1 SP:Iteration 89Q (9837.591695 sec): 3 clusters Score: Raw -32769482.064219 + Penalty 4032.694503 = -32765449.369716 nChanged 4 SP:Iteration 90Q (9837.890899 sec): 3 clusters Score: Raw -32769482.306476 + Penalty 4032.694503 = -32765449.611973 nChanged 4 SP:Iteration 91Q (9838.189881 sec): 3 clusters Score: Raw -32769482.531303 + Penalty 4032.694503 = -32765449.836799 nChanged 5 SP:Iteration 92Q (9838.489160 sec): 3 clusters Score: Raw -32769482.907369 + Penalty 4032.694503 = -32765450.212866 nChanged 4 SP:Iteration 93Q (9838.788150 sec): 3 clusters Score: Raw -32769483.254716 + Penalty 4032.694503 = -32765450.560212 nChanged 2 SP:Iteration 94Q (9839.087421 sec): 3 clusters Score: Raw -32769483.339582 + Penalty 4032.694503 = -32765450.645078 nChanged 1 SP:Iteration 95Q (9839.386632 sec): 3 clusters Score: Raw -32769483.416023 + Penalty 4032.694503 = -32765450.721520 nChanged 2 SP:Iteration 96Q (9839.688365 sec): 3 clusters Score: Raw -32769483.574813 + Penalty 4032.694503 = -32765450.880310 nChanged 6 SP:Iteration 97Q (9840.010353 sec): 3 clusters Score: Raw -32769483.834646 + Penalty 4032.694503 = -32765451.140143 nChanged 1 SP:Iteration 98Q (9840.309735 sec): 3 clusters Score: Raw -32769483.893474 + Penalty 4032.694503 = -32765451.198971 nChanged 1 SP:Iteration 99Q (9840.608979 sec): 3 clusters Score: Raw -32769483.995187 + Penalty 4032.694503 = -32765451.300684 nChanged 2 SP:Iteration 100F (9840.970690 sec): 3 clusters Score: Raw -32769484.202766 + Penalty 4032.694503 = -32765451.508263 nChanged 2 SP:Iteration 101Q (9841.270009 sec): 3 clusters Score: Raw -32769484.304197 + Penalty 4032.694503 = -32765451.609694 nChanged 1 SP:Iteration 102Q (9841.569254 sec): 3 clusters Score: Raw -32769484.340517 + Penalty 4032.694503 = -32765451.646014 nChanged 0 SP:Iteration 103F (9841.930995 sec): 3 clusters Score: Raw -32769484.340517 + Penalty 4032.694503 = -32765451.646014 nChanged 0 Trying to split cluster 5 (45475 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9841.997821 sec): 2 clusters Score: Raw -6059735.561445 + Penalty 1742.799176 = -6057992.762270 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9842.083485 sec): 3 clusters Score: Raw -6030917.037591 + Penalty 3485.598351 = -6027431.439240 nChanged 21455 SP:Iteration 1F (9842.162185 sec): 3 clusters Score: Raw -6043089.538925 + Penalty 3485.598351 = -6039603.940574 nChanged 1979 SP:Iteration 2Q (9842.244947 sec): 3 clusters Score: Raw -6043628.420136 + Penalty 3485.598351 = -6040142.821785 nChanged 1869 SP:Iteration 3Q (9842.327193 sec): 3 clusters Score: Raw -6044192.122328 + Penalty 3485.598351 = -6040706.523977 nChanged 1856 SP:Iteration 4Q (9842.409233 sec): 3 clusters Score: Raw -6044814.702051 + Penalty 3485.598351 = -6041329.103700 nChanged 1891 SP:Iteration 5Q (9842.491433 sec): 3 clusters Score: Raw -6045533.886723 + Penalty 3485.598351 = -6042048.288372 nChanged 2065 SP:Iteration 6Q (9842.573471 sec): 3 clusters Score: Raw -6046433.944360 + Penalty 3485.598351 = -6042948.346009 nChanged 2205 SP:Iteration 7Q (9842.655527 sec): 3 clusters Score: Raw -6047596.714484 + Penalty 3485.598351 = -6044111.116133 nChanged 2442 SP:Iteration 8F (9842.733768 sec): 3 clusters Score: Raw -6049080.737265 + Penalty 3485.598351 = -6045595.138914 nChanged 2595 SP:Iteration 9F (9842.812517 sec): 3 clusters Score: Raw -6050845.159618 + Penalty 3485.598351 = -6047359.561266 nChanged 2550 SP:Iteration 10F (9842.890987 sec): 3 clusters Score: Raw -6052698.738178 + Penalty 3485.598351 = -6049213.139827 nChanged 2330 SP:Iteration 11F (9842.969602 sec): 3 clusters Score: Raw -6054376.974107 + Penalty 3485.598351 = -6050891.375756 nChanged 1924 SP:Iteration 12Q (9843.049477 sec): 3 clusters Score: Raw -6055558.842897 + Penalty 3485.598351 = -6052073.244546 nChanged 1417 SP:Iteration 13Q (9843.127541 sec): 3 clusters Score: Raw -6056282.668173 + Penalty 3485.598351 = -6052797.069822 nChanged 1074 SP:Iteration 14Q (9843.204404 sec): 3 clusters Score: Raw -6056750.371735 + Penalty 3485.598351 = -6053264.773384 nChanged 889 SP:Iteration 15Q (9843.304013 sec): 3 clusters Score: Raw -6057111.900111 + Penalty 3485.598351 = -6053626.301760 nChanged 815 SP:Iteration 16Q (9843.378513 sec): 3 clusters Score: Raw -6057435.347426 + Penalty 3485.598351 = -6053949.749075 nChanged 750 SP:Iteration 17Q (9843.452858 sec): 3 clusters Score: Raw -6057743.242182 + Penalty 3485.598351 = -6054257.643831 nChanged 745 SP:Iteration 18Q (9843.526376 sec): 3 clusters Score: Raw -6058040.716015 + Penalty 3485.598351 = -6054555.117664 nChanged 723 SP:Iteration 19Q (9843.599549 sec): 3 clusters Score: Raw -6058321.605002 + Penalty 3485.598351 = -6054836.006651 nChanged 690 SP:Iteration 20F (9843.677669 sec): 3 clusters Score: Raw -6058589.861425 + Penalty 3485.598351 = -6055104.263074 nChanged 676 SP:Iteration 21Q (9843.750071 sec): 3 clusters Score: Raw -6058850.592122 + Penalty 3485.598351 = -6055364.993771 nChanged 578 SP:Iteration 22Q (9843.821557 sec): 3 clusters Score: Raw -6059079.565181 + Penalty 3485.598351 = -6055593.966829 nChanged 555 SP:Iteration 23Q (9843.892281 sec): 3 clusters Score: Raw -6059302.394334 + Penalty 3485.598351 = -6055816.795983 nChanged 488 SP:Iteration 24Q (9843.962633 sec): 3 clusters Score: Raw -6059485.178651 + Penalty 3485.598351 = -6055999.580300 nChanged 434 SP:Iteration 25Q (9844.032750 sec): 3 clusters Score: Raw -6059645.668447 + Penalty 3485.598351 = -6056160.070096 nChanged 418 SP:Iteration 26Q (9844.102365 sec): 3 clusters Score: Raw -6059795.013686 + Penalty 3485.598351 = -6056309.415335 nChanged 359 SP:Iteration 27Q (9844.171617 sec): 3 clusters Score: Raw -6059909.480912 + Penalty 3485.598351 = -6056423.882560 nChanged 291 SP:Iteration 28Q (9844.240307 sec): 3 clusters Score: Raw -6059999.800458 + Penalty 3485.598351 = -6056514.202106 nChanged 250 SP:Iteration 29Q (9844.308895 sec): 3 clusters Score: Raw -6060065.024894 + Penalty 3485.598351 = -6056579.426543 nChanged 198 SP:Iteration 30Q (9844.377147 sec): 3 clusters Score: Raw -6060116.717045 + Penalty 3485.598351 = -6056631.118694 nChanged 193 SP:Iteration 31Q (9844.445318 sec): 3 clusters Score: Raw -6060166.970152 + Penalty 3485.598351 = -6056681.371800 nChanged 154 SP:Iteration 32Q (9844.513150 sec): 3 clusters Score: Raw -6060204.004824 + Penalty 3485.598351 = -6056718.406473 nChanged 148 SP:Iteration 33Q (9844.580869 sec): 3 clusters Score: Raw -6060245.655167 + Penalty 3485.598351 = -6056760.056816 nChanged 140 SP:Iteration 34Q (9844.648381 sec): 3 clusters Score: Raw -6060286.902185 + Penalty 3485.598351 = -6056801.303834 nChanged 122 SP:Iteration 35Q (9844.715641 sec): 3 clusters Score: Raw -6060319.461674 + Penalty 3485.598351 = -6056833.863323 nChanged 90 SP:Iteration 36Q (9844.782649 sec): 3 clusters Score: Raw -6060343.357226 + Penalty 3485.598351 = -6056857.758875 nChanged 96 SP:Iteration 37Q (9844.849684 sec): 3 clusters Score: Raw -6060367.986755 + Penalty 3485.598351 = -6056882.388404 nChanged 84 SP:Iteration 38Q (9844.916460 sec): 3 clusters Score: Raw -6060386.287318 + Penalty 3485.598351 = -6056900.688967 nChanged 60 SP:Iteration 39Q (9844.983256 sec): 3 clusters Score: Raw -6060399.566458 + Penalty 3485.598351 = -6056913.968107 nChanged 56 SP:Iteration 40F (9845.061465 sec): 3 clusters Score: Raw -6060411.390609 + Penalty 3485.598351 = -6056925.792258 nChanged 45 SP:Iteration 41Q (9845.128123 sec): 3 clusters Score: Raw -6060419.994435 + Penalty 3485.598351 = -6056934.396084 nChanged 36 SP:Iteration 42Q (9845.194561 sec): 3 clusters Score: Raw -6060426.251697 + Penalty 3485.598351 = -6056940.653346 nChanged 32 SP:Iteration 43Q (9845.260893 sec): 3 clusters Score: Raw -6060433.053840 + Penalty 3485.598351 = -6056947.455489 nChanged 30 SP:Iteration 44Q (9845.327399 sec): 3 clusters Score: Raw -6060437.858732 + Penalty 3485.598351 = -6056952.260381 nChanged 27 SP:Iteration 45Q (9845.393747 sec): 3 clusters Score: Raw -6060443.009548 + Penalty 3485.598351 = -6056957.411197 nChanged 19 SP:Iteration 46Q (9845.460162 sec): 3 clusters Score: Raw -6060446.441278 + Penalty 3485.598351 = -6056960.842927 nChanged 15 SP:Iteration 47Q (9845.562629 sec): 3 clusters Score: Raw -6060448.913457 + Penalty 3485.598351 = -6056963.315106 nChanged 15 SP:Iteration 48Q (9845.629306 sec): 3 clusters Score: Raw -6060451.108777 + Penalty 3485.598351 = -6056965.510426 nChanged 21 SP:Iteration 49Q (9845.695842 sec): 3 clusters Score: Raw -6060453.936721 + Penalty 3485.598351 = -6056968.338370 nChanged 14 SP:Iteration 50Q (9845.761858 sec): 3 clusters Score: Raw -6060456.172115 + Penalty 3485.598351 = -6056970.573764 nChanged 16 SP:Iteration 51Q (9845.828196 sec): 3 clusters Score: Raw -6060458.994385 + Penalty 3485.598351 = -6056973.396034 nChanged 15 SP:Iteration 52Q (9845.894486 sec): 3 clusters Score: Raw -6060461.386979 + Penalty 3485.598351 = -6056975.788628 nChanged 14 SP:Iteration 53Q (9845.960778 sec): 3 clusters Score: Raw -6060463.367597 + Penalty 3485.598351 = -6056977.769246 nChanged 18 SP:Iteration 54Q (9846.026690 sec): 3 clusters Score: Raw -6060465.513287 + Penalty 3485.598351 = -6056979.914936 nChanged 9 SP:Iteration 55Q (9846.092806 sec): 3 clusters Score: Raw -6060467.079042 + Penalty 3485.598351 = -6056981.480690 nChanged 13 SP:Iteration 56Q (9846.158936 sec): 3 clusters Score: Raw -6060469.311276 + Penalty 3485.598351 = -6056983.712925 nChanged 11 SP:Iteration 57Q (9846.224987 sec): 3 clusters Score: Raw -6060472.258783 + Penalty 3485.598351 = -6056986.660432 nChanged 19 SP:Iteration 58Q (9846.291058 sec): 3 clusters Score: Raw -6060475.554523 + Penalty 3485.598351 = -6056989.956172 nChanged 15 SP:Iteration 59Q (9846.357126 sec): 3 clusters Score: Raw -6060477.569797 + Penalty 3485.598351 = -6056991.971446 nChanged 12 SP:Iteration 60F (9846.435552 sec): 3 clusters Score: Raw -6060479.256538 + Penalty 3485.598351 = -6056993.658187 nChanged 8 SP:Iteration 61Q (9846.501353 sec): 3 clusters Score: Raw -6060480.586464 + Penalty 3485.598351 = -6056994.988113 nChanged 8 SP:Iteration 62Q (9846.567257 sec): 3 clusters Score: Raw -6060481.697917 + Penalty 3485.598351 = -6056996.099566 nChanged 12 SP:Iteration 63Q (9846.633159 sec): 3 clusters Score: Raw -6060483.785545 + Penalty 3485.598351 = -6056998.187194 nChanged 12 SP:Iteration 64Q (9846.699306 sec): 3 clusters Score: Raw -6060485.278815 + Penalty 3485.598351 = -6056999.680464 nChanged 13 SP:Iteration 65Q (9846.765213 sec): 3 clusters Score: Raw -6060486.903283 + Penalty 3485.598351 = -6057001.304932 nChanged 9 SP:Iteration 66Q (9846.831108 sec): 3 clusters Score: Raw -6060488.847307 + Penalty 3485.598351 = -6057003.248956 nChanged 8 SP:Iteration 67Q (9846.897635 sec): 3 clusters Score: Raw -6060491.622584 + Penalty 3485.598351 = -6057006.024233 nChanged 15 SP:Iteration 68Q (9846.963694 sec): 3 clusters Score: Raw -6060494.311236 + Penalty 3485.598351 = -6057008.712885 nChanged 15 SP:Iteration 69Q (9847.029428 sec): 3 clusters Score: Raw -6060496.410507 + Penalty 3485.598351 = -6057010.812156 nChanged 10 SP:Iteration 70Q (9847.095463 sec): 3 clusters Score: Raw -6060498.531268 + Penalty 3485.598351 = -6057012.932917 nChanged 10 SP:Iteration 71Q (9847.161464 sec): 3 clusters Score: Raw -6060500.465584 + Penalty 3485.598351 = -6057014.867233 nChanged 11 SP:Iteration 72Q (9847.227232 sec): 3 clusters Score: Raw -6060502.736340 + Penalty 3485.598351 = -6057017.137989 nChanged 13 SP:Iteration 73Q (9847.293197 sec): 3 clusters Score: Raw -6060504.818233 + Penalty 3485.598351 = -6057019.219882 nChanged 8 SP:Iteration 74Q (9847.358633 sec): 3 clusters Score: Raw -6060505.901545 + Penalty 3485.598351 = -6057020.303194 nChanged 7 SP:Iteration 75Q (9847.424786 sec): 3 clusters Score: Raw -6060506.766101 + Penalty 3485.598351 = -6057021.167750 nChanged 4 SP:Iteration 76Q (9847.490708 sec): 3 clusters Score: Raw -6060507.357661 + Penalty 3485.598351 = -6057021.759309 nChanged 4 SP:Iteration 77Q (9847.556305 sec): 3 clusters Score: Raw -6060507.859846 + Penalty 3485.598351 = -6057022.261495 nChanged 2 SP:Iteration 78Q (9847.622152 sec): 3 clusters Score: Raw -6060508.099080 + Penalty 3485.598351 = -6057022.500728 nChanged 2 SP:Iteration 79Q (9847.687814 sec): 3 clusters Score: Raw -6060508.389731 + Penalty 3485.598351 = -6057022.791380 nChanged 2 SP:Iteration 80F (9847.766287 sec): 3 clusters Score: Raw -6060508.497081 + Penalty 3485.598351 = -6057022.898730 nChanged 0 Trying to split cluster 6 (4036 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9847.776364 sec): 2 clusters Score: Raw -517776.278503 + Penalty 1349.239024 = -516427.039479 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9847.796733 sec): 3 clusters Score: Raw -515750.139601 + Penalty 2698.478049 = -513051.661552 nChanged 1609 SP:Iteration 1F (9847.816707 sec): 3 clusters Score: Raw -516716.466491 + Penalty 2698.478049 = -514017.988442 nChanged 311 SP:Iteration 2F (9847.836620 sec): 3 clusters Score: Raw -516921.423868 + Penalty 2698.478049 = -514222.945819 nChanged 231 SP:Iteration 3F (9847.856450 sec): 3 clusters Score: Raw -517096.583933 + Penalty 2698.478049 = -514398.105884 nChanged 176 SP:Iteration 4Q (9847.876613 sec): 3 clusters Score: Raw -517226.193521 + Penalty 2698.478049 = -514527.715472 nChanged 169 SP:Iteration 5Q (9847.896585 sec): 3 clusters Score: Raw -517328.286024 + Penalty 2698.478049 = -514629.807975 nChanged 151 SP:Iteration 6Q (9847.916815 sec): 3 clusters Score: Raw -517427.487567 + Penalty 2698.478049 = -514729.009518 nChanged 129 SP:Iteration 7Q (9847.937059 sec): 3 clusters Score: Raw -517521.351094 + Penalty 2698.478049 = -514822.873045 nChanged 144 SP:Iteration 8Q (9847.957241 sec): 3 clusters Score: Raw -517611.586725 + Penalty 2698.478049 = -514913.108676 nChanged 114 SP:Iteration 9Q (9847.977299 sec): 3 clusters Score: Raw -517682.376805 + Penalty 2698.478049 = -514983.898756 nChanged 121 SP:Iteration 10Q (9847.997209 sec): 3 clusters Score: Raw -517751.938543 + Penalty 2698.478049 = -515053.460494 nChanged 99 SP:Iteration 11Q (9848.017144 sec): 3 clusters Score: Raw -517810.616401 + Penalty 2698.478049 = -515112.138352 nChanged 80 SP:Iteration 12Q (9848.037167 sec): 3 clusters Score: Raw -517842.739458 + Penalty 2698.478049 = -515144.261409 nChanged 63 SP:Iteration 13Q (9848.056685 sec): 3 clusters Score: Raw -517866.341797 + Penalty 2698.478049 = -515167.863748 nChanged 50 SP:Iteration 14Q (9848.076535 sec): 3 clusters Score: Raw -517885.056660 + Penalty 2698.478049 = -515186.578611 nChanged 42 SP:Iteration 15Q (9848.096227 sec): 3 clusters Score: Raw -517902.289819 + Penalty 2698.478049 = -515203.811771 nChanged 39 SP:Iteration 16Q (9848.115965 sec): 3 clusters Score: Raw -517919.068223 + Penalty 2698.478049 = -515220.590174 nChanged 39 SP:Iteration 17Q (9848.135690 sec): 3 clusters Score: Raw -517934.837257 + Penalty 2698.478049 = -515236.359208 nChanged 34 SP:Iteration 18Q (9848.155752 sec): 3 clusters Score: Raw -517948.807967 + Penalty 2698.478049 = -515250.329918 nChanged 36 SP:Iteration 19Q (9848.175421 sec): 3 clusters Score: Raw -517966.459985 + Penalty 2698.478049 = -515267.981936 nChanged 35 SP:Iteration 20F (9848.195720 sec): 3 clusters Score: Raw -517981.541039 + Penalty 2698.478049 = -515283.062990 nChanged 32 SP:Iteration 21Q (9848.215593 sec): 3 clusters Score: Raw -517993.910598 + Penalty 2698.478049 = -515295.432549 nChanged 28 SP:Iteration 22Q (9848.235262 sec): 3 clusters Score: Raw -518005.821491 + Penalty 2698.478049 = -515307.343442 nChanged 27 SP:Iteration 23Q (9848.254938 sec): 3 clusters Score: Raw -518018.492690 + Penalty 2698.478049 = -515320.014641 nChanged 23 SP:Iteration 24Q (9848.274342 sec): 3 clusters Score: Raw -518030.688802 + Penalty 2698.478049 = -515332.210753 nChanged 35 SP:Iteration 25Q (9848.293976 sec): 3 clusters Score: Raw -518043.967981 + Penalty 2698.478049 = -515345.489932 nChanged 27 SP:Iteration 26Q (9848.313697 sec): 3 clusters Score: Raw -518051.639262 + Penalty 2698.478049 = -515353.161213 nChanged 19 SP:Iteration 27Q (9848.333233 sec): 3 clusters Score: Raw -518057.995070 + Penalty 2698.478049 = -515359.517021 nChanged 15 SP:Iteration 28Q (9848.352891 sec): 3 clusters Score: Raw -518062.706969 + Penalty 2698.478049 = -515364.228920 nChanged 13 SP:Iteration 29Q (9848.372494 sec): 3 clusters Score: Raw -518066.687881 + Penalty 2698.478049 = -515368.209832 nChanged 12 SP:Iteration 30Q (9848.391941 sec): 3 clusters Score: Raw -518071.863092 + Penalty 2698.478049 = -515373.385043 nChanged 14 SP:Iteration 31Q (9848.411488 sec): 3 clusters Score: Raw -518075.751451 + Penalty 2698.478049 = -515377.273402 nChanged 11 SP:Iteration 32Q (9848.430980 sec): 3 clusters Score: Raw -518080.291211 + Penalty 2698.478049 = -515381.813162 nChanged 12 SP:Iteration 33Q (9848.450597 sec): 3 clusters Score: Raw -518084.245772 + Penalty 2698.478049 = -515385.767723 nChanged 10 SP:Iteration 34Q (9848.469922 sec): 3 clusters Score: Raw -518087.639021 + Penalty 2698.478049 = -515389.160972 nChanged 5 SP:Iteration 35Q (9848.489430 sec): 3 clusters Score: Raw -518088.823548 + Penalty 2698.478049 = -515390.345499 nChanged 4 SP:Iteration 36Q (9848.508812 sec): 3 clusters Score: Raw -518090.317818 + Penalty 2698.478049 = -515391.839769 nChanged 4 SP:Iteration 37Q (9848.528226 sec): 3 clusters Score: Raw -518091.259960 + Penalty 2698.478049 = -515392.781911 nChanged 2 SP:Iteration 38Q (9848.547695 sec): 3 clusters Score: Raw -518091.567939 + Penalty 2698.478049 = -515393.089890 nChanged 2 SP:Iteration 39Q (9848.567165 sec): 3 clusters Score: Raw -518091.974623 + Penalty 2698.478049 = -515393.496574 nChanged 3 SP:Iteration 40F (9848.586909 sec): 3 clusters Score: Raw -518092.773826 + Penalty 2698.478049 = -515394.295777 nChanged 3 SP:Iteration 41Q (9848.606371 sec): 3 clusters Score: Raw -518093.453515 + Penalty 2698.478049 = -515394.975466 nChanged 3 SP:Iteration 42Q (9848.625775 sec): 3 clusters Score: Raw -518094.660608 + Penalty 2698.478049 = -515396.182559 nChanged 5 SP:Iteration 43Q (9848.645231 sec): 3 clusters Score: Raw -518097.155686 + Penalty 2698.478049 = -515398.677637 nChanged 8 SP:Iteration 44Q (9848.664510 sec): 3 clusters Score: Raw -518098.514506 + Penalty 2698.478049 = -515400.036457 nChanged 5 SP:Iteration 45Q (9848.683884 sec): 3 clusters Score: Raw -518100.411647 + Penalty 2698.478049 = -515401.933598 nChanged 11 SP:Iteration 46Q (9848.703076 sec): 3 clusters Score: Raw -518103.629219 + Penalty 2698.478049 = -515405.151170 nChanged 10 SP:Iteration 47Q (9848.722498 sec): 3 clusters Score: Raw -518106.171480 + Penalty 2698.478049 = -515407.693431 nChanged 15 SP:Iteration 48Q (9848.741991 sec): 3 clusters Score: Raw -518110.412646 + Penalty 2698.478049 = -515411.934597 nChanged 13 SP:Iteration 49Q (9848.761344 sec): 3 clusters Score: Raw -518114.570686 + Penalty 2698.478049 = -515416.092637 nChanged 17 SP:Iteration 50Q (9848.780825 sec): 3 clusters Score: Raw -518119.114292 + Penalty 2698.478049 = -515420.636243 nChanged 15 SP:Iteration 51Q (9848.800190 sec): 3 clusters Score: Raw -518122.379743 + Penalty 2698.478049 = -515423.901694 nChanged 12 SP:Iteration 52Q (9848.819205 sec): 3 clusters Score: Raw -518124.916286 + Penalty 2698.478049 = -515426.438237 nChanged 5 SP:Iteration 53Q (9848.838355 sec): 3 clusters Score: Raw -518125.476762 + Penalty 2698.478049 = -515426.998713 nChanged 1 SP:Iteration 54Q (9848.857540 sec): 3 clusters Score: Raw -518125.655016 + Penalty 2698.478049 = -515427.176967 nChanged 0 SP:Iteration 55F (9848.877409 sec): 3 clusters Score: Raw -518125.655016 + Penalty 2698.478049 = -515427.176967 nChanged 0 Trying to split cluster 7 (5406 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9848.896785 sec): 2 clusters Score: Raw -718660.396520 + Penalty 1396.730518 = -717263.666002 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9848.918797 sec): 3 clusters Score: Raw -715837.725380 + Penalty 2793.461036 = -713044.264344 nChanged 2206 SP:Iteration 1F (9848.940338 sec): 3 clusters Score: Raw -717040.398219 + Penalty 2793.461036 = -714246.937183 nChanged 344 SP:Iteration 2F (9848.961897 sec): 3 clusters Score: Raw -717223.156598 + Penalty 2793.461036 = -714429.695562 nChanged 289 SP:Iteration 3F (9848.983356 sec): 3 clusters Score: Raw -717355.162041 + Penalty 2793.461036 = -714561.701004 nChanged 211 SP:Iteration 4Q (9849.005275 sec): 3 clusters Score: Raw -717435.926970 + Penalty 2793.461036 = -714642.465934 nChanged 165 SP:Iteration 5Q (9849.026991 sec): 3 clusters Score: Raw -717505.105756 + Penalty 2793.461036 = -714711.644720 nChanged 164 SP:Iteration 6Q (9849.048796 sec): 3 clusters Score: Raw -717576.107408 + Penalty 2793.461036 = -714782.646372 nChanged 169 SP:Iteration 7Q (9849.070680 sec): 3 clusters Score: Raw -717669.972033 + Penalty 2793.461036 = -714876.510997 nChanged 175 SP:Iteration 8Q (9849.092448 sec): 3 clusters Score: Raw -717773.770039 + Penalty 2793.461036 = -714980.309002 nChanged 185 SP:Iteration 9Q (9849.113969 sec): 3 clusters Score: Raw -717895.165801 + Penalty 2793.461036 = -715101.704765 nChanged 205 SP:Iteration 10Q (9849.135541 sec): 3 clusters Score: Raw -718034.773721 + Penalty 2793.461036 = -715241.312684 nChanged 190 SP:Iteration 11Q (9849.157121 sec): 3 clusters Score: Raw -718165.189261 + Penalty 2793.461036 = -715371.728225 nChanged 180 SP:Iteration 12Q (9849.178712 sec): 3 clusters Score: Raw -718300.091115 + Penalty 2793.461036 = -715506.630079 nChanged 136 SP:Iteration 13Q (9849.199987 sec): 3 clusters Score: Raw -718397.624150 + Penalty 2793.461036 = -715604.163114 nChanged 125 SP:Iteration 14Q (9849.221202 sec): 3 clusters Score: Raw -718484.660503 + Penalty 2793.461036 = -715691.199467 nChanged 90 SP:Iteration 15Q (9849.242287 sec): 3 clusters Score: Raw -718550.572166 + Penalty 2793.461036 = -715757.111130 nChanged 69 SP:Iteration 16Q (9849.263399 sec): 3 clusters Score: Raw -718599.252493 + Penalty 2793.461036 = -715805.791457 nChanged 59 SP:Iteration 17Q (9849.284328 sec): 3 clusters Score: Raw -718636.082808 + Penalty 2793.461036 = -715842.621771 nChanged 51 SP:Iteration 18Q (9849.305064 sec): 3 clusters Score: Raw -718671.865464 + Penalty 2793.461036 = -715878.404428 nChanged 40 SP:Iteration 19Q (9849.325513 sec): 3 clusters Score: Raw -718703.857953 + Penalty 2793.461036 = -715910.396917 nChanged 37 SP:Iteration 20F (9849.347366 sec): 3 clusters Score: Raw -718726.885060 + Penalty 2793.461036 = -715933.424024 nChanged 19 SP:Iteration 21Q (9849.367753 sec): 3 clusters Score: Raw -718742.282218 + Penalty 2793.461036 = -715948.821181 nChanged 23 SP:Iteration 22Q (9849.387962 sec): 3 clusters Score: Raw -718761.757578 + Penalty 2793.461036 = -715968.296542 nChanged 22 SP:Iteration 23Q (9849.408406 sec): 3 clusters Score: Raw -718776.956090 + Penalty 2793.461036 = -715983.495054 nChanged 15 SP:Iteration 24Q (9849.428861 sec): 3 clusters Score: Raw -718787.694721 + Penalty 2793.461036 = -715994.233685 nChanged 14 SP:Iteration 25Q (9849.449289 sec): 3 clusters Score: Raw -718794.383107 + Penalty 2793.461036 = -716000.922071 nChanged 10 SP:Iteration 26Q (9849.469522 sec): 3 clusters Score: Raw -718800.652750 + Penalty 2793.461036 = -716007.191714 nChanged 9 SP:Iteration 27Q (9849.489959 sec): 3 clusters Score: Raw -718806.199786 + Penalty 2793.461036 = -716012.738750 nChanged 8 SP:Iteration 28Q (9849.510202 sec): 3 clusters Score: Raw -718810.549704 + Penalty 2793.461036 = -716017.088668 nChanged 6 SP:Iteration 29Q (9849.530108 sec): 3 clusters Score: Raw -718813.064027 + Penalty 2793.461036 = -716019.602991 nChanged 2 SP:Iteration 30Q (9849.550457 sec): 3 clusters Score: Raw -718814.018924 + Penalty 2793.461036 = -716020.557888 nChanged 2 SP:Iteration 31Q (9849.570889 sec): 3 clusters Score: Raw -718815.434207 + Penalty 2793.461036 = -716021.973171 nChanged 3 SP:Iteration 32Q (9849.591132 sec): 3 clusters Score: Raw -718817.247281 + Penalty 2793.461036 = -716023.786245 nChanged 4 SP:Iteration 33Q (9849.611434 sec): 3 clusters Score: Raw -718819.703714 + Penalty 2793.461036 = -716026.242678 nChanged 2 SP:Iteration 34Q (9849.631752 sec): 3 clusters Score: Raw -718822.128771 + Penalty 2793.461036 = -716028.667735 nChanged 7 SP:Iteration 35Q (9849.651854 sec): 3 clusters Score: Raw -718825.246537 + Penalty 2793.461036 = -716031.785500 nChanged 5 SP:Iteration 36Q (9849.672103 sec): 3 clusters Score: Raw -718828.298395 + Penalty 2793.461036 = -716034.837359 nChanged 6 SP:Iteration 37Q (9849.692537 sec): 3 clusters Score: Raw -718831.043761 + Penalty 2793.461036 = -716037.582725 nChanged 2 SP:Iteration 38Q (9849.712819 sec): 3 clusters Score: Raw -718831.517697 + Penalty 2793.461036 = -716038.056661 nChanged 0 SP:Iteration 39F (9849.734682 sec): 3 clusters Score: Raw -718831.517697 + Penalty 2793.461036 = -716038.056661 nChanged 0 Trying to split cluster 8 (2147 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9849.750472 sec): 2 clusters Score: Raw -295337.287390 + Penalty 1246.671855 = -294090.615536 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9849.761925 sec): 3 clusters Score: Raw -294404.249987 + Penalty 2493.343709 = -291910.906278 nChanged 748 SP:Iteration 1F (9849.772608 sec): 3 clusters Score: Raw -294878.682793 + Penalty 2493.343709 = -292385.339083 nChanged 195 SP:Iteration 2F (9849.783276 sec): 3 clusters Score: Raw -295043.616683 + Penalty 2493.343709 = -292550.272973 nChanged 144 SP:Iteration 3F (9849.793992 sec): 3 clusters Score: Raw -295162.169204 + Penalty 2493.343709 = -292668.825495 nChanged 107 SP:Iteration 4Q (9849.804735 sec): 3 clusters Score: Raw -295265.702640 + Penalty 2493.343709 = -292772.358931 nChanged 106 SP:Iteration 5Q (9849.815399 sec): 3 clusters Score: Raw -295373.390090 + Penalty 2493.343709 = -292880.046381 nChanged 109 SP:Iteration 6F (9849.826093 sec): 3 clusters Score: Raw -295501.650693 + Penalty 2493.343709 = -293008.306983 nChanged 121 SP:Iteration 7F (9849.836752 sec): 3 clusters Score: Raw -295645.192779 + Penalty 2493.343709 = -293151.849069 nChanged 109 SP:Iteration 8F (9849.847334 sec): 3 clusters Score: Raw -295770.935184 + Penalty 2493.343709 = -293277.591474 nChanged 78 SP:Iteration 9Q (9849.858015 sec): 3 clusters Score: Raw -295868.755585 + Penalty 2493.343709 = -293375.411875 nChanged 61 SP:Iteration 10Q (9849.868691 sec): 3 clusters Score: Raw -295926.408409 + Penalty 2493.343709 = -293433.064700 nChanged 38 SP:Iteration 11Q (9849.879210 sec): 3 clusters Score: Raw -295956.297499 + Penalty 2493.343709 = -293462.953790 nChanged 18 SP:Iteration 12Q (9849.889837 sec): 3 clusters Score: Raw -295973.506705 + Penalty 2493.343709 = -293480.162996 nChanged 14 SP:Iteration 13Q (9849.900447 sec): 3 clusters Score: Raw -295985.122564 + Penalty 2493.343709 = -293491.778855 nChanged 8 SP:Iteration 14Q (9849.910936 sec): 3 clusters Score: Raw -295992.563329 + Penalty 2493.343709 = -293499.219620 nChanged 8 SP:Iteration 15Q (9849.921461 sec): 3 clusters Score: Raw -295998.289230 + Penalty 2493.343709 = -293504.945521 nChanged 6 SP:Iteration 16Q (9849.932041 sec): 3 clusters Score: Raw -296001.500394 + Penalty 2493.343709 = -293508.156685 nChanged 5 SP:Iteration 17Q (9849.942653 sec): 3 clusters Score: Raw -296003.386655 + Penalty 2493.343709 = -293510.042946 nChanged 3 SP:Iteration 18Q (9849.953248 sec): 3 clusters Score: Raw -296005.092123 + Penalty 2493.343709 = -293511.748414 nChanged 3 SP:Iteration 19Q (9849.963801 sec): 3 clusters Score: Raw -296007.251725 + Penalty 2493.343709 = -293513.908016 nChanged 2 SP:Iteration 20F (9849.974463 sec): 3 clusters Score: Raw -296008.797386 + Penalty 2493.343709 = -293515.453677 nChanged 1 SP:Iteration 21Q (9849.985070 sec): 3 clusters Score: Raw -296010.150713 + Penalty 2493.343709 = -293516.807003 nChanged 1 SP:Iteration 22Q (9849.995593 sec): 3 clusters Score: Raw -296010.720427 + Penalty 2493.343709 = -293517.376718 nChanged 0 SP:Iteration 23F (9850.006170 sec): 3 clusters Score: Raw -296010.720427 + Penalty 2493.343709 = -293517.376718 nChanged 0 Trying to split cluster 9 (9056 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9850.029449 sec): 2 clusters Score: Raw -1099601.738617 + Penalty 1480.567205 = -1098121.171412 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9850.056124 sec): 3 clusters Score: Raw -1094498.289745 + Penalty 2961.134410 = -1091537.155335 nChanged 3860 SP:Iteration 1F (9850.082165 sec): 3 clusters Score: Raw -1096653.842027 + Penalty 2961.134410 = -1093692.707616 nChanged 573 SP:Iteration 2F (9850.108282 sec): 3 clusters Score: Raw -1096937.283937 + Penalty 2961.134410 = -1093976.149527 nChanged 516 SP:Iteration 3F (9850.134377 sec): 3 clusters Score: Raw -1097166.205303 + Penalty 2961.134410 = -1094205.070893 nChanged 444 SP:Iteration 4Q (9850.160613 sec): 3 clusters Score: Raw -1097377.473733 + Penalty 2961.134410 = -1094416.339323 nChanged 401 SP:Iteration 5Q (9850.190120 sec): 3 clusters Score: Raw -1097563.591293 + Penalty 2961.134410 = -1094602.456882 nChanged 361 SP:Iteration 6Q (9850.216214 sec): 3 clusters Score: Raw -1097734.911005 + Penalty 2961.134410 = -1094773.776595 nChanged 321 SP:Iteration 7Q (9850.242441 sec): 3 clusters Score: Raw -1097898.413632 + Penalty 2961.134410 = -1094937.279222 nChanged 320 SP:Iteration 8Q (9850.268746 sec): 3 clusters Score: Raw -1098069.316261 + Penalty 2961.134410 = -1095108.181851 nChanged 331 SP:Iteration 9Q (9850.295017 sec): 3 clusters Score: Raw -1098252.931620 + Penalty 2961.134410 = -1095291.797210 nChanged 308 SP:Iteration 10Q (9850.321115 sec): 3 clusters Score: Raw -1098421.765295 + Penalty 2961.134410 = -1095460.630885 nChanged 261 SP:Iteration 11Q (9850.347241 sec): 3 clusters Score: Raw -1098562.831112 + Penalty 2961.134410 = -1095601.696702 nChanged 243 SP:Iteration 12Q (9850.373190 sec): 3 clusters Score: Raw -1098683.239054 + Penalty 2961.134410 = -1095722.104643 nChanged 249 SP:Iteration 13Q (9850.399085 sec): 3 clusters Score: Raw -1098794.581838 + Penalty 2961.134410 = -1095833.447428 nChanged 206 SP:Iteration 14Q (9850.424916 sec): 3 clusters Score: Raw -1098870.940855 + Penalty 2961.134410 = -1095909.806445 nChanged 164 SP:Iteration 15Q (9850.450602 sec): 3 clusters Score: Raw -1098933.272716 + Penalty 2961.134410 = -1095972.138306 nChanged 153 SP:Iteration 16Q (9850.476273 sec): 3 clusters Score: Raw -1098997.418886 + Penalty 2961.134410 = -1096036.284476 nChanged 152 SP:Iteration 17Q (9850.501913 sec): 3 clusters Score: Raw -1099059.616808 + Penalty 2961.134410 = -1096098.482398 nChanged 149 SP:Iteration 18Q (9850.527269 sec): 3 clusters Score: Raw -1099127.221572 + Penalty 2961.134410 = -1096166.087162 nChanged 159 SP:Iteration 19Q (9850.552710 sec): 3 clusters Score: Raw -1099212.081965 + Penalty 2961.134410 = -1096250.947554 nChanged 149 SP:Iteration 20F (9850.578517 sec): 3 clusters Score: Raw -1099304.267319 + Penalty 2961.134410 = -1096343.132909 nChanged 174 SP:Iteration 21Q (9850.603796 sec): 3 clusters Score: Raw -1099419.263421 + Penalty 2961.134410 = -1096458.129011 nChanged 184 SP:Iteration 22Q (9850.629219 sec): 3 clusters Score: Raw -1099576.205126 + Penalty 2961.134410 = -1096615.070716 nChanged 191 SP:Iteration 23Q (9850.654448 sec): 3 clusters Score: Raw -1099716.080252 + Penalty 2961.134410 = -1096754.945842 nChanged 186 SP:Iteration 24Q (9850.679608 sec): 3 clusters Score: Raw -1099832.522398 + Penalty 2961.134410 = -1096871.387988 nChanged 164 SP:Iteration 25Q (9850.704805 sec): 3 clusters Score: Raw -1099929.419880 + Penalty 2961.134410 = -1096968.285470 nChanged 140 SP:Iteration 26Q (9850.729871 sec): 3 clusters Score: Raw -1100008.163233 + Penalty 2961.134410 = -1097047.028823 nChanged 109 SP:Iteration 27Q (9850.754966 sec): 3 clusters Score: Raw -1100045.715092 + Penalty 2961.134410 = -1097084.580682 nChanged 90 SP:Iteration 28Q (9850.779919 sec): 3 clusters Score: Raw -1100070.837233 + Penalty 2961.134410 = -1097109.702823 nChanged 77 SP:Iteration 29Q (9850.804899 sec): 3 clusters Score: Raw -1100093.038854 + Penalty 2961.134410 = -1097131.904444 nChanged 69 SP:Iteration 30Q (9850.829784 sec): 3 clusters Score: Raw -1100109.721688 + Penalty 2961.134410 = -1097148.587278 nChanged 53 SP:Iteration 31Q (9850.854772 sec): 3 clusters Score: Raw -1100123.749942 + Penalty 2961.134410 = -1097162.615532 nChanged 70 SP:Iteration 32Q (9850.879685 sec): 3 clusters Score: Raw -1100147.797143 + Penalty 2961.134410 = -1097186.662733 nChanged 75 SP:Iteration 33Q (9850.904544 sec): 3 clusters Score: Raw -1100169.392076 + Penalty 2961.134410 = -1097208.257666 nChanged 62 SP:Iteration 34Q (9850.929375 sec): 3 clusters Score: Raw -1100185.672652 + Penalty 2961.134410 = -1097224.538241 nChanged 55 SP:Iteration 35Q (9850.954253 sec): 3 clusters Score: Raw -1100198.017123 + Penalty 2961.134410 = -1097236.882713 nChanged 49 SP:Iteration 36Q (9850.979266 sec): 3 clusters Score: Raw -1100208.482860 + Penalty 2961.134410 = -1097247.348450 nChanged 44 SP:Iteration 37Q (9851.004141 sec): 3 clusters Score: Raw -1100218.561324 + Penalty 2961.134410 = -1097257.426913 nChanged 51 SP:Iteration 38Q (9851.029085 sec): 3 clusters Score: Raw -1100230.847514 + Penalty 2961.134410 = -1097269.713104 nChanged 43 SP:Iteration 39Q (9851.053965 sec): 3 clusters Score: Raw -1100241.655521 + Penalty 2961.134410 = -1097280.521111 nChanged 43 SP:Iteration 40F (9851.079902 sec): 3 clusters Score: Raw -1100251.614432 + Penalty 2961.134410 = -1097290.480022 nChanged 44 SP:Iteration 41Q (9851.105212 sec): 3 clusters Score: Raw -1100261.880564 + Penalty 2961.134410 = -1097300.746154 nChanged 50 SP:Iteration 42Q (9851.130342 sec): 3 clusters Score: Raw -1100277.202612 + Penalty 2961.134410 = -1097316.068202 nChanged 45 SP:Iteration 43Q (9851.155587 sec): 3 clusters Score: Raw -1100291.049202 + Penalty 2961.134410 = -1097329.914792 nChanged 42 SP:Iteration 44Q (9851.180701 sec): 3 clusters Score: Raw -1100300.878245 + Penalty 2961.134410 = -1097339.743835 nChanged 30 SP:Iteration 45Q (9851.206183 sec): 3 clusters Score: Raw -1100308.334459 + Penalty 2961.134410 = -1097347.200049 nChanged 34 SP:Iteration 46Q (9851.231473 sec): 3 clusters Score: Raw -1100318.320518 + Penalty 2961.134410 = -1097357.186108 nChanged 30 SP:Iteration 47Q (9851.256808 sec): 3 clusters Score: Raw -1100328.848374 + Penalty 2961.134410 = -1097367.713963 nChanged 45 SP:Iteration 48Q (9851.282287 sec): 3 clusters Score: Raw -1100345.618015 + Penalty 2961.134410 = -1097384.483604 nChanged 46 SP:Iteration 49Q (9851.307536 sec): 3 clusters Score: Raw -1100369.034804 + Penalty 2961.134410 = -1097407.900394 nChanged 64 SP:Iteration 50Q (9851.332574 sec): 3 clusters Score: Raw -1100404.367720 + Penalty 2961.134410 = -1097443.233310 nChanged 77 SP:Iteration 51Q (9851.357534 sec): 3 clusters Score: Raw -1100456.926155 + Penalty 2961.134410 = -1097495.791744 nChanged 94 SP:Iteration 52Q (9851.382397 sec): 3 clusters Score: Raw -1100530.876263 + Penalty 2961.134410 = -1097569.741853 nChanged 101 SP:Iteration 53Q (9851.407184 sec): 3 clusters Score: Raw -1100620.838122 + Penalty 2961.134410 = -1097659.703712 nChanged 88 SP:Iteration 54Q (9851.431771 sec): 3 clusters Score: Raw -1100718.207680 + Penalty 2961.134410 = -1097757.073270 nChanged 89 SP:Iteration 55Q (9851.456268 sec): 3 clusters Score: Raw -1100847.093977 + Penalty 2961.134410 = -1097885.959567 nChanged 73 SP:Iteration 56Q (9851.480563 sec): 3 clusters Score: Raw -1100954.144974 + Penalty 2961.134410 = -1097993.010563 nChanged 67 SP:Iteration 57Q (9851.504514 sec): 3 clusters Score: Raw -1101035.414126 + Penalty 2961.134410 = -1098074.279716 nChanged 56 SP:Iteration 58Q (9851.528292 sec): 3 clusters Score: Raw -1101087.982553 + Penalty 2961.134410 = -1098126.848143 nChanged 40 SP:Iteration 59Q (9851.551917 sec): 3 clusters Score: Raw -1101114.449898 + Penalty 2961.134410 = -1098153.315488 nChanged 30 SP:Iteration 60F (9851.577919 sec): 3 clusters Score: Raw -1101136.368690 + Penalty 2961.134410 = -1098175.234280 nChanged 26 SP:Iteration 61Q (9851.601423 sec): 3 clusters Score: Raw -1101150.531663 + Penalty 2961.134410 = -1098189.397253 nChanged 15 SP:Iteration 62Q (9851.624750 sec): 3 clusters Score: Raw -1101156.670792 + Penalty 2961.134410 = -1098195.536382 nChanged 12 SP:Iteration 63Q (9851.648249 sec): 3 clusters Score: Raw -1101160.945026 + Penalty 2961.134410 = -1098199.810616 nChanged 5 SP:Iteration 64Q (9851.671757 sec): 3 clusters Score: Raw -1101162.069096 + Penalty 2961.134410 = -1098200.934686 nChanged 2 SP:Iteration 65Q (9851.695077 sec): 3 clusters Score: Raw -1101162.590362 + Penalty 2961.134410 = -1098201.455952 nChanged 0 SP:Iteration 66F (9851.720897 sec): 3 clusters Score: Raw -1101162.590362 + Penalty 2961.134410 = -1098201.455952 nChanged 0 Score: Raw -99970434.004262 + Penalty 74897.837694 = -99895536.166568 Splitting cluster 9 changes total score from -99896177.491212 to -99895536.166568 So it's not getting split. Trying to split cluster 10 (14062 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9866.958467 sec): 2 clusters Score: Raw -1828345.341644 + Penalty 1552.075103 = -1826793.266542 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9866.999796 sec): 3 clusters Score: Raw -1820129.842886 + Penalty 3104.150206 = -1817025.692680 nChanged 6209 SP:Iteration 1F (9867.054949 sec): 3 clusters Score: Raw -1823463.708232 + Penalty 3104.150206 = -1820359.558026 nChanged 838 SP:Iteration 2F (9867.081722 sec): 3 clusters Score: Raw -1823816.950836 + Penalty 3104.150206 = -1820712.800630 nChanged 723 SP:Iteration 3F (9867.114828 sec): 3 clusters Score: Raw -1824124.796290 + Penalty 3104.150206 = -1821020.646084 nChanged 668 SP:Iteration 4Q (9867.158649 sec): 3 clusters Score: Raw -1824441.246960 + Penalty 3104.150206 = -1821337.096754 nChanged 673 SP:Iteration 5Q (9867.198672 sec): 3 clusters Score: Raw -1824823.540298 + Penalty 3104.150206 = -1821719.390092 nChanged 707 SP:Iteration 6F (9867.231988 sec): 3 clusters Score: Raw -1825257.524653 + Penalty 3104.150206 = -1822153.374447 nChanged 735 SP:Iteration 7F (9867.286259 sec): 3 clusters Score: Raw -1825736.852758 + Penalty 3104.150206 = -1822632.702552 nChanged 744 SP:Iteration 8F (9867.336424 sec): 3 clusters Score: Raw -1826244.425959 + Penalty 3104.150206 = -1823140.275753 nChanged 680 SP:Iteration 9Q (9867.390072 sec): 3 clusters Score: Raw -1826734.889416 + Penalty 3104.150206 = -1823630.739211 nChanged 586 SP:Iteration 10Q (9867.446693 sec): 3 clusters Score: Raw -1827170.910453 + Penalty 3104.150206 = -1824066.760247 nChanged 492 SP:Iteration 11Q (9867.485303 sec): 3 clusters Score: Raw -1827517.127624 + Penalty 3104.150206 = -1824412.977418 nChanged 354 SP:Iteration 12Q (9867.524175 sec): 3 clusters Score: Raw -1827763.382277 + Penalty 3104.150206 = -1824659.232071 nChanged 300 SP:Iteration 13Q (9867.563765 sec): 3 clusters Score: Raw -1827977.181680 + Penalty 3104.150206 = -1824873.031474 nChanged 229 SP:Iteration 14Q (9867.624733 sec): 3 clusters Score: Raw -1828150.663589 + Penalty 3104.150206 = -1825046.513383 nChanged 167 SP:Iteration 15Q (9867.688878 sec): 3 clusters Score: Raw -1828266.037149 + Penalty 3104.150206 = -1825161.886943 nChanged 121 SP:Iteration 16Q (9867.720713 sec): 3 clusters Score: Raw -1828343.682158 + Penalty 3104.150206 = -1825239.531952 nChanged 80 SP:Iteration 17Q (9867.751072 sec): 3 clusters Score: Raw -1828395.565789 + Penalty 3104.150206 = -1825291.415583 nChanged 56 SP:Iteration 18Q (9867.790025 sec): 3 clusters Score: Raw -1828435.146912 + Penalty 3104.150206 = -1825330.996706 nChanged 40 SP:Iteration 19Q (9867.829531 sec): 3 clusters Score: Raw -1828459.958680 + Penalty 3104.150206 = -1825355.808474 nChanged 27 SP:Iteration 20F (9867.873442 sec): 3 clusters Score: Raw -1828487.218373 + Penalty 3104.150206 = -1825383.068167 nChanged 25 SP:Iteration 21Q (9867.925782 sec): 3 clusters Score: Raw -1828507.088264 + Penalty 3104.150206 = -1825402.938058 nChanged 16 SP:Iteration 22Q (9867.954187 sec): 3 clusters Score: Raw -1828519.769584 + Penalty 3104.150206 = -1825415.619378 nChanged 16 SP:Iteration 23Q (9867.982806 sec): 3 clusters Score: Raw -1828534.622686 + Penalty 3104.150206 = -1825430.472480 nChanged 9 SP:Iteration 24Q (9868.011314 sec): 3 clusters Score: Raw -1828543.990015 + Penalty 3104.150206 = -1825439.839809 nChanged 9 SP:Iteration 25Q (9868.076763 sec): 3 clusters Score: Raw -1828557.263497 + Penalty 3104.150206 = -1825453.113291 nChanged 13 SP:Iteration 26Q (9868.140605 sec): 3 clusters Score: Raw -1828566.892344 + Penalty 3104.150206 = -1825462.742139 nChanged 10 SP:Iteration 27Q (9868.168975 sec): 3 clusters Score: Raw -1828575.907881 + Penalty 3104.150206 = -1825471.757675 nChanged 7 SP:Iteration 28Q (9868.197363 sec): 3 clusters Score: Raw -1828582.580486 + Penalty 3104.150206 = -1825478.430281 nChanged 6 SP:Iteration 29Q (9868.231611 sec): 3 clusters Score: Raw -1828586.020253 + Penalty 3104.150206 = -1825481.870047 nChanged 2 SP:Iteration 30Q (9868.292978 sec): 3 clusters Score: Raw -1828587.925925 + Penalty 3104.150206 = -1825483.775719 nChanged 1 SP:Iteration 31Q (9868.338770 sec): 3 clusters Score: Raw -1828588.958101 + Penalty 3104.150206 = -1825484.807895 nChanged 1 SP:Iteration 32Q (9868.377279 sec): 3 clusters Score: Raw -1828589.573358 + Penalty 3104.150206 = -1825485.423152 nChanged 2 SP:Iteration 33Q (9868.428028 sec): 3 clusters Score: Raw -1828592.201129 + Penalty 3104.150206 = -1825488.050923 nChanged 1 SP:Iteration 34Q (9868.456405 sec): 3 clusters Score: Raw -1828593.948027 + Penalty 3104.150206 = -1825489.797821 nChanged 2 SP:Iteration 35Q (9868.484674 sec): 3 clusters Score: Raw -1828595.514146 + Penalty 3104.150206 = -1825491.363940 nChanged 1 SP:Iteration 36Q (9868.513076 sec): 3 clusters Score: Raw -1828595.909915 + Penalty 3104.150206 = -1825491.759709 nChanged 1 SP:Iteration 37Q (9868.548555 sec): 3 clusters Score: Raw -1828596.454119 + Penalty 3104.150206 = -1825492.303913 nChanged 1 SP:Iteration 38Q (9868.586698 sec): 3 clusters Score: Raw -1828598.556112 + Penalty 3104.150206 = -1825494.405906 nChanged 2 SP:Iteration 39Q (9868.626704 sec): 3 clusters Score: Raw -1828601.027547 + Penalty 3104.150206 = -1825496.877341 nChanged 2 SP:Iteration 40F (9868.671329 sec): 3 clusters Score: Raw -1828602.755612 + Penalty 3104.150206 = -1825498.605406 nChanged 2 SP:Iteration 41Q (9868.699444 sec): 3 clusters Score: Raw -1828603.789170 + Penalty 3104.150206 = -1825499.638964 nChanged 0 SP:Iteration 42F (9868.732157 sec): 3 clusters Score: Raw -1828603.789170 + Penalty 3104.150206 = -1825499.638964 nChanged 0 Trying to split cluster 11 (3635 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9868.749270 sec): 2 clusters Score: Raw -463293.516518 + Penalty 1332.234213 = -461961.282304 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9868.786629 sec): 3 clusters Score: Raw -461551.835242 + Penalty 2664.468427 = -458887.366815 nChanged 1419 SP:Iteration 1F (9868.816313 sec): 3 clusters Score: Raw -462374.298701 + Penalty 2664.468427 = -459709.830274 nChanged 236 SP:Iteration 2F (9868.839900 sec): 3 clusters Score: Raw -462536.082980 + Penalty 2664.468427 = -459871.614553 nChanged 201 SP:Iteration 3F (9868.861022 sec): 3 clusters Score: Raw -462675.692811 + Penalty 2664.468427 = -460011.224384 nChanged 162 SP:Iteration 4Q (9868.882302 sec): 3 clusters Score: Raw -462808.806779 + Penalty 2664.468427 = -460144.338352 nChanged 172 SP:Iteration 5Q (9868.909553 sec): 3 clusters Score: Raw -462978.031113 + Penalty 2664.468427 = -460313.562686 nChanged 177 SP:Iteration 6Q (9868.926223 sec): 3 clusters Score: Raw -463135.792510 + Penalty 2664.468427 = -460471.324083 nChanged 152 SP:Iteration 7Q (9868.948586 sec): 3 clusters Score: Raw -463282.121115 + Penalty 2664.468427 = -460617.652688 nChanged 171 SP:Iteration 8Q (9868.969769 sec): 3 clusters Score: Raw -463433.361118 + Penalty 2664.468427 = -460768.892691 nChanged 162 SP:Iteration 9Q (9868.987081 sec): 3 clusters Score: Raw -463568.282191 + Penalty 2664.468427 = -460903.813764 nChanged 130 SP:Iteration 10Q (9869.003822 sec): 3 clusters Score: Raw -463676.954588 + Penalty 2664.468427 = -461012.486161 nChanged 119 SP:Iteration 11Q (9869.024878 sec): 3 clusters Score: Raw -463771.186919 + Penalty 2664.468427 = -461106.718493 nChanged 100 SP:Iteration 12Q (9869.046155 sec): 3 clusters Score: Raw -463843.303274 + Penalty 2664.468427 = -461178.834847 nChanged 79 SP:Iteration 13Q (9869.067122 sec): 3 clusters Score: Raw -463899.807262 + Penalty 2664.468427 = -461235.338836 nChanged 68 SP:Iteration 14Q (9869.088350 sec): 3 clusters Score: Raw -463947.764852 + Penalty 2664.468427 = -461283.296425 nChanged 59 SP:Iteration 15Q (9869.114084 sec): 3 clusters Score: Raw -463985.972066 + Penalty 2664.468427 = -461321.503640 nChanged 41 SP:Iteration 16Q (9869.130322 sec): 3 clusters Score: Raw -464016.437635 + Penalty 2664.468427 = -461351.969208 nChanged 51 SP:Iteration 17Q (9869.147213 sec): 3 clusters Score: Raw -464052.916616 + Penalty 2664.468427 = -461388.448190 nChanged 48 SP:Iteration 18Q (9869.164041 sec): 3 clusters Score: Raw -464093.143279 + Penalty 2664.468427 = -461428.674852 nChanged 35 SP:Iteration 19Q (9869.190688 sec): 3 clusters Score: Raw -464124.131178 + Penalty 2664.468427 = -461459.662751 nChanged 29 SP:Iteration 20F (9869.212177 sec): 3 clusters Score: Raw -464143.127625 + Penalty 2664.468427 = -461478.659198 nChanged 27 SP:Iteration 21Q (9869.229458 sec): 3 clusters Score: Raw -464162.752560 + Penalty 2664.468427 = -461498.284133 nChanged 24 SP:Iteration 22Q (9869.250531 sec): 3 clusters Score: Raw -464180.785824 + Penalty 2664.468427 = -461516.317397 nChanged 18 SP:Iteration 23Q (9869.267249 sec): 3 clusters Score: Raw -464200.395100 + Penalty 2664.468427 = -461535.926673 nChanged 22 SP:Iteration 24Q (9869.283861 sec): 3 clusters Score: Raw -464220.771578 + Penalty 2664.468427 = -461556.303152 nChanged 14 SP:Iteration 25Q (9869.300413 sec): 3 clusters Score: Raw -464231.110096 + Penalty 2664.468427 = -461566.641669 nChanged 11 SP:Iteration 26Q (9869.317061 sec): 3 clusters Score: Raw -464237.784527 + Penalty 2664.468427 = -461573.316100 nChanged 7 SP:Iteration 27Q (9869.333425 sec): 3 clusters Score: Raw -464242.518600 + Penalty 2664.468427 = -461578.050174 nChanged 9 SP:Iteration 28Q (9869.352798 sec): 3 clusters Score: Raw -464248.419342 + Penalty 2664.468427 = -461583.950915 nChanged 5 SP:Iteration 29Q (9869.369350 sec): 3 clusters Score: Raw -464250.094385 + Penalty 2664.468427 = -461585.625959 nChanged 4 SP:Iteration 30Q (9869.394420 sec): 3 clusters Score: Raw -464252.397380 + Penalty 2664.468427 = -461587.928954 nChanged 7 SP:Iteration 31Q (9869.415642 sec): 3 clusters Score: Raw -464255.548339 + Penalty 2664.468427 = -461591.079912 nChanged 4 SP:Iteration 32Q (9869.440398 sec): 3 clusters Score: Raw -464257.281409 + Penalty 2664.468427 = -461592.812982 nChanged 3 SP:Iteration 33Q (9869.467802 sec): 3 clusters Score: Raw -464259.093727 + Penalty 2664.468427 = -461594.625300 nChanged 6 SP:Iteration 34Q (9869.484302 sec): 3 clusters Score: Raw -464262.762513 + Penalty 2664.468427 = -461598.294087 nChanged 4 SP:Iteration 35Q (9869.500612 sec): 3 clusters Score: Raw -464264.668641 + Penalty 2664.468427 = -461600.200215 nChanged 1 SP:Iteration 36Q (9869.516936 sec): 3 clusters Score: Raw -464265.010438 + Penalty 2664.468427 = -461600.542011 nChanged 0 SP:Iteration 37F (9869.545557 sec): 3 clusters Score: Raw -464265.010438 + Penalty 2664.468427 = -461600.542011 nChanged 0 Trying to split cluster 12 (16783 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9869.587915 sec): 2 clusters Score: Raw -2145630.450783 + Penalty 1580.819784 = -2144049.630999 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9869.650971 sec): 3 clusters Score: Raw -2135742.362363 + Penalty 3161.639568 = -2132580.722795 nChanged 7399 SP:Iteration 1F (9869.689187 sec): 3 clusters Score: Raw -2140001.481956 + Penalty 3161.639568 = -2136839.842388 nChanged 948 SP:Iteration 2F (9869.727631 sec): 3 clusters Score: Raw -2140412.978433 + Penalty 3161.639568 = -2137251.338865 nChanged 876 SP:Iteration 3F (9869.766132 sec): 3 clusters Score: Raw -2140834.265825 + Penalty 3161.639568 = -2137672.626257 nChanged 867 SP:Iteration 4F (9869.822789 sec): 3 clusters Score: Raw -2141267.553281 + Penalty 3161.639568 = -2138105.913713 nChanged 824 SP:Iteration 5Q (9869.877179 sec): 3 clusters Score: Raw -2141709.340779 + Penalty 3161.639568 = -2138547.701211 nChanged 864 SP:Iteration 6F (9869.926368 sec): 3 clusters Score: Raw -2142261.126598 + Penalty 3161.639568 = -2139099.487030 nChanged 860 SP:Iteration 7F (9869.986418 sec): 3 clusters Score: Raw -2142906.862283 + Penalty 3161.639568 = -2139745.222715 nChanged 934 SP:Iteration 8F (9870.059977 sec): 3 clusters Score: Raw -2143648.792576 + Penalty 3161.639568 = -2140487.153008 nChanged 817 SP:Iteration 9Q (9870.115476 sec): 3 clusters Score: Raw -2144333.495063 + Penalty 3161.639568 = -2141171.855495 nChanged 668 SP:Iteration 10Q (9870.160533 sec): 3 clusters Score: Raw -2144878.991087 + Penalty 3161.639568 = -2141717.351519 nChanged 503 SP:Iteration 11Q (9870.197476 sec): 3 clusters Score: Raw -2145288.267728 + Penalty 3161.639568 = -2142126.628159 nChanged 370 SP:Iteration 12Q (9870.233821 sec): 3 clusters Score: Raw -2145597.857664 + Penalty 3161.639568 = -2142436.218095 nChanged 269 SP:Iteration 13Q (9870.273095 sec): 3 clusters Score: Raw -2145831.300153 + Penalty 3161.639568 = -2142669.660585 nChanged 175 SP:Iteration 14Q (9870.307854 sec): 3 clusters Score: Raw -2145966.549909 + Penalty 3161.639568 = -2142804.910341 nChanged 103 SP:Iteration 15Q (9870.342021 sec): 3 clusters Score: Raw -2146038.156530 + Penalty 3161.639568 = -2142876.516962 nChanged 76 SP:Iteration 16Q (9870.384478 sec): 3 clusters Score: Raw -2146075.211574 + Penalty 3161.639568 = -2142913.572006 nChanged 52 SP:Iteration 17Q (9870.418489 sec): 3 clusters Score: Raw -2146105.330452 + Penalty 3161.639568 = -2142943.690884 nChanged 38 SP:Iteration 18Q (9870.451971 sec): 3 clusters Score: Raw -2146128.166480 + Penalty 3161.639568 = -2142966.526912 nChanged 49 SP:Iteration 19Q (9870.498764 sec): 3 clusters Score: Raw -2146162.798826 + Penalty 3161.639568 = -2143001.159258 nChanged 39 SP:Iteration 20F (9870.562598 sec): 3 clusters Score: Raw -2146191.080922 + Penalty 3161.639568 = -2143029.441353 nChanged 37 SP:Iteration 21Q (9870.624874 sec): 3 clusters Score: Raw -2146215.035892 + Penalty 3161.639568 = -2143053.396323 nChanged 29 SP:Iteration 22Q (9870.686106 sec): 3 clusters Score: Raw -2146232.802763 + Penalty 3161.639568 = -2143071.163195 nChanged 21 SP:Iteration 23Q (9870.760800 sec): 3 clusters Score: Raw -2146243.149997 + Penalty 3161.639568 = -2143081.510429 nChanged 12 SP:Iteration 24Q (9870.819140 sec): 3 clusters Score: Raw -2146251.723403 + Penalty 3161.639568 = -2143090.083835 nChanged 12 SP:Iteration 25Q (9870.849842 sec): 3 clusters Score: Raw -2146257.717204 + Penalty 3161.639568 = -2143096.077635 nChanged 11 SP:Iteration 26Q (9870.891119 sec): 3 clusters Score: Raw -2146263.508526 + Penalty 3161.639568 = -2143101.868958 nChanged 16 SP:Iteration 27Q (9870.932547 sec): 3 clusters Score: Raw -2146270.915707 + Penalty 3161.639568 = -2143109.276139 nChanged 11 SP:Iteration 28Q (9870.970245 sec): 3 clusters Score: Raw -2146274.144345 + Penalty 3161.639568 = -2143112.504777 nChanged 4 SP:Iteration 29Q (9871.008295 sec): 3 clusters Score: Raw -2146275.746388 + Penalty 3161.639568 = -2143114.106820 nChanged 4 SP:Iteration 30Q (9871.050736 sec): 3 clusters Score: Raw -2146276.647002 + Penalty 3161.639568 = -2143115.007434 nChanged 1 SP:Iteration 31Q (9871.094586 sec): 3 clusters Score: Raw -2146276.853025 + Penalty 3161.639568 = -2143115.213456 nChanged 1 SP:Iteration 32Q (9871.136300 sec): 3 clusters Score: Raw -2146277.357549 + Penalty 3161.639568 = -2143115.717981 nChanged 1 SP:Iteration 33Q (9871.169514 sec): 3 clusters Score: Raw -2146277.546778 + Penalty 3161.639568 = -2143115.907210 nChanged 0 SP:Iteration 34F (9871.221133 sec): 3 clusters Score: Raw -2146277.546778 + Penalty 3161.639568 = -2143115.907210 nChanged 0 Trying to split cluster 13 (2979 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9871.249712 sec): 2 clusters Score: Raw -386221.886595 + Penalty 1299.893230 = -384921.993365 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9871.275396 sec): 3 clusters Score: Raw -384805.696604 + Penalty 2599.786460 = -382205.910144 nChanged 1136 SP:Iteration 1F (9871.311542 sec): 3 clusters Score: Raw -385474.575499 + Penalty 2599.786460 = -382874.789039 nChanged 223 SP:Iteration 2F (9871.348952 sec): 3 clusters Score: Raw -385627.812467 + Penalty 2599.786460 = -383028.026007 nChanged 148 SP:Iteration 3Q (9871.396266 sec): 3 clusters Score: Raw -385714.994009 + Penalty 2599.786460 = -383115.207550 nChanged 114 SP:Iteration 4Q (9871.445844 sec): 3 clusters Score: Raw -385786.260473 + Penalty 2599.786460 = -383186.474013 nChanged 91 SP:Iteration 5Q (9871.482251 sec): 3 clusters Score: Raw -385842.057642 + Penalty 2599.786460 = -383242.271182 nChanged 80 SP:Iteration 6Q (9871.532564 sec): 3 clusters Score: Raw -385883.201305 + Penalty 2599.786460 = -383283.414845 nChanged 56 SP:Iteration 7Q (9871.574494 sec): 3 clusters Score: Raw -385912.431542 + Penalty 2599.786460 = -383312.645082 nChanged 49 SP:Iteration 8Q (9871.603645 sec): 3 clusters Score: Raw -385939.505067 + Penalty 2599.786460 = -383339.718607 nChanged 49 SP:Iteration 9Q (9871.618161 sec): 3 clusters Score: Raw -385961.542301 + Penalty 2599.786460 = -383361.755841 nChanged 50 SP:Iteration 10Q (9871.632669 sec): 3 clusters Score: Raw -385986.606108 + Penalty 2599.786460 = -383386.819648 nChanged 46 SP:Iteration 11Q (9871.647105 sec): 3 clusters Score: Raw -386010.354130 + Penalty 2599.786460 = -383410.567670 nChanged 48 SP:Iteration 12Q (9871.661595 sec): 3 clusters Score: Raw -386034.414928 + Penalty 2599.786460 = -383434.628468 nChanged 40 SP:Iteration 13Q (9871.676073 sec): 3 clusters Score: Raw -386054.599418 + Penalty 2599.786460 = -383454.812958 nChanged 40 SP:Iteration 14Q (9871.690508 sec): 3 clusters Score: Raw -386076.131964 + Penalty 2599.786460 = -383476.345504 nChanged 39 SP:Iteration 15Q (9871.704926 sec): 3 clusters Score: Raw -386097.050950 + Penalty 2599.786460 = -383497.264490 nChanged 49 SP:Iteration 16Q (9871.731395 sec): 3 clusters Score: Raw -386129.703433 + Penalty 2599.786460 = -383529.916974 nChanged 58 SP:Iteration 17Q (9871.745680 sec): 3 clusters Score: Raw -386160.305618 + Penalty 2599.786460 = -383560.519159 nChanged 56 SP:Iteration 18Q (9871.771109 sec): 3 clusters Score: Raw -386191.886684 + Penalty 2599.786460 = -383592.100225 nChanged 41 SP:Iteration 19Q (9871.784900 sec): 3 clusters Score: Raw -386214.667452 + Penalty 2599.786460 = -383614.880993 nChanged 42 SP:Iteration 20F (9871.810767 sec): 3 clusters Score: Raw -386233.903821 + Penalty 2599.786460 = -383634.117362 nChanged 35 SP:Iteration 21Q (9871.829496 sec): 3 clusters Score: Raw -386254.085345 + Penalty 2599.786460 = -383654.298885 nChanged 44 SP:Iteration 22Q (9871.843773 sec): 3 clusters Score: Raw -386276.622392 + Penalty 2599.786460 = -383676.835933 nChanged 43 SP:Iteration 23Q (9871.858028 sec): 3 clusters Score: Raw -386298.989275 + Penalty 2599.786460 = -383699.202815 nChanged 33 SP:Iteration 24Q (9871.872236 sec): 3 clusters Score: Raw -386319.210216 + Penalty 2599.786460 = -383719.423756 nChanged 33 SP:Iteration 25Q (9871.886435 sec): 3 clusters Score: Raw -386336.465160 + Penalty 2599.786460 = -383736.678701 nChanged 33 SP:Iteration 26Q (9871.900609 sec): 3 clusters Score: Raw -386354.037618 + Penalty 2599.786460 = -383754.251159 nChanged 30 SP:Iteration 27Q (9871.914857 sec): 3 clusters Score: Raw -386366.079010 + Penalty 2599.786460 = -383766.292550 nChanged 26 SP:Iteration 28Q (9871.928884 sec): 3 clusters Score: Raw -386378.002939 + Penalty 2599.786460 = -383778.216480 nChanged 23 SP:Iteration 29Q (9871.943013 sec): 3 clusters Score: Raw -386388.904078 + Penalty 2599.786460 = -383789.117619 nChanged 17 SP:Iteration 30Q (9871.957159 sec): 3 clusters Score: Raw -386394.273511 + Penalty 2599.786460 = -383794.487052 nChanged 14 SP:Iteration 31Q (9871.971303 sec): 3 clusters Score: Raw -386400.388557 + Penalty 2599.786460 = -383800.602097 nChanged 10 SP:Iteration 32Q (9871.985310 sec): 3 clusters Score: Raw -386404.151808 + Penalty 2599.786460 = -383804.365349 nChanged 9 SP:Iteration 33Q (9871.999457 sec): 3 clusters Score: Raw -386408.162821 + Penalty 2599.786460 = -383808.376361 nChanged 16 SP:Iteration 34Q (9872.013635 sec): 3 clusters Score: Raw -386415.784602 + Penalty 2599.786460 = -383815.998142 nChanged 18 SP:Iteration 35Q (9872.027740 sec): 3 clusters Score: Raw -386423.842102 + Penalty 2599.786460 = -383824.055643 nChanged 21 SP:Iteration 36Q (9872.041738 sec): 3 clusters Score: Raw -386434.629865 + Penalty 2599.786460 = -383834.843406 nChanged 20 SP:Iteration 37Q (9872.055702 sec): 3 clusters Score: Raw -386444.718027 + Penalty 2599.786460 = -383844.931567 nChanged 22 SP:Iteration 38Q (9872.081605 sec): 3 clusters Score: Raw -386454.237614 + Penalty 2599.786460 = -383854.451154 nChanged 17 SP:Iteration 39Q (9872.095563 sec): 3 clusters Score: Raw -386462.312877 + Penalty 2599.786460 = -383862.526417 nChanged 22 SP:Iteration 40F (9872.111599 sec): 3 clusters Score: Raw -386471.598422 + Penalty 2599.786460 = -383871.811962 nChanged 12 SP:Iteration 41Q (9872.130899 sec): 3 clusters Score: Raw -386477.721202 + Penalty 2599.786460 = -383877.934742 nChanged 7 SP:Iteration 42Q (9872.145016 sec): 3 clusters Score: Raw -386479.792338 + Penalty 2599.786460 = -383880.005878 nChanged 3 SP:Iteration 43Q (9872.166844 sec): 3 clusters Score: Raw -386480.973823 + Penalty 2599.786460 = -383881.187364 nChanged 6 SP:Iteration 44Q (9872.188129 sec): 3 clusters Score: Raw -386483.278413 + Penalty 2599.786460 = -383883.491954 nChanged 4 SP:Iteration 45Q (9872.202200 sec): 3 clusters Score: Raw -386485.274840 + Penalty 2599.786460 = -383885.488381 nChanged 8 SP:Iteration 46Q (9872.223309 sec): 3 clusters Score: Raw -386489.888771 + Penalty 2599.786460 = -383890.102311 nChanged 8 SP:Iteration 47Q (9872.242300 sec): 3 clusters Score: Raw -386493.729833 + Penalty 2599.786460 = -383893.943374 nChanged 6 SP:Iteration 48Q (9872.268962 sec): 3 clusters Score: Raw -386496.556450 + Penalty 2599.786460 = -383896.769990 nChanged 4 SP:Iteration 49Q (9872.283153 sec): 3 clusters Score: Raw -386499.520848 + Penalty 2599.786460 = -383899.734389 nChanged 8 SP:Iteration 50Q (9872.305219 sec): 3 clusters Score: Raw -386504.216960 + Penalty 2599.786460 = -383904.430500 nChanged 8 SP:Iteration 51Q (9872.323155 sec): 3 clusters Score: Raw -386507.875009 + Penalty 2599.786460 = -383908.088549 nChanged 5 SP:Iteration 52Q (9872.337152 sec): 3 clusters Score: Raw -386509.882063 + Penalty 2599.786460 = -383910.095603 nChanged 3 SP:Iteration 53Q (9872.363620 sec): 3 clusters Score: Raw -386510.695899 + Penalty 2599.786460 = -383910.909439 nChanged 3 SP:Iteration 54Q (9872.414771 sec): 3 clusters Score: Raw -386511.864030 + Penalty 2599.786460 = -383912.077570 nChanged 3 SP:Iteration 55Q (9872.427842 sec): 3 clusters Score: Raw -386513.420595 + Penalty 2599.786460 = -383913.634135 nChanged 3 SP:Iteration 56Q (9872.448434 sec): 3 clusters Score: Raw -386514.555565 + Penalty 2599.786460 = -383914.769106 nChanged 1 SP:Iteration 57Q (9872.498480 sec): 3 clusters Score: Raw -386514.899945 + Penalty 2599.786460 = -383915.113485 nChanged 0 SP:Iteration 58F (9872.512925 sec): 3 clusters Score: Raw -386514.899945 + Penalty 2599.786460 = -383915.113485 nChanged 0 Trying to split cluster 14 (208 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9872.533778 sec): 2 clusters Score: Raw -20699.945866 + Penalty 867.349938 = -19832.595928 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9872.535659 sec): 3 clusters Score: Raw -20946.909077 + Penalty 1734.699876 = -19212.209201 nChanged 42 SP:Iteration 1F (9872.537323 sec): 3 clusters Score: Raw -21054.674697 + Penalty 1734.699876 = -19319.974821 nChanged 13 SP:Iteration 2F (9872.538961 sec): 3 clusters Score: Raw -21088.048195 + Penalty 1734.699876 = -19353.348319 nChanged 8 SP:Iteration 3Q (9872.540535 sec): 3 clusters Score: Raw -21114.318505 + Penalty 1734.699876 = -19379.618629 nChanged 5 SP:Iteration 4Q (9872.542104 sec): 3 clusters Score: Raw -21124.530098 + Penalty 1734.699876 = -19389.830222 nChanged 2 SP:Iteration 5Q (9872.543680 sec): 3 clusters Score: Raw -21130.594962 + Penalty 1734.699876 = -19395.895086 nChanged 2 SP:Iteration 6Q (9872.545239 sec): 3 clusters Score: Raw -21133.553890 + Penalty 1734.699876 = -19398.854014 nChanged 1 SP:Iteration 7Q (9872.546806 sec): 3 clusters Score: Raw -21141.689755 + Penalty 1734.699876 = -19406.989879 nChanged 0 SP:Iteration 8F (9872.553456 sec): 3 clusters Score: Raw -21141.689755 + Penalty 1734.699876 = -19406.989879 nChanged 0 Trying to split cluster 15 (34015 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9872.618189 sec): 2 clusters Score: Raw -4495249.788625 + Penalty 1695.615493 = -4493554.173132 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9872.700814 sec): 3 clusters Score: Raw -4474113.275662 + Penalty 3391.230987 = -4470722.044675 nChanged 15802 SP:Iteration 1F (9872.783558 sec): 3 clusters Score: Raw -4483260.250068 + Penalty 3391.230987 = -4479869.019081 nChanged 1776 SP:Iteration 2F (9872.868760 sec): 3 clusters Score: Raw -4484053.767125 + Penalty 3391.230987 = -4480662.536139 nChanged 1872 SP:Iteration 3F (9872.952568 sec): 3 clusters Score: Raw -4485004.035238 + Penalty 3391.230987 = -4481612.804251 nChanged 1980 SP:Iteration 4F (9873.027183 sec): 3 clusters Score: Raw -4486102.003976 + Penalty 3391.230987 = -4482710.772990 nChanged 1972 SP:Iteration 5F (9873.115339 sec): 3 clusters Score: Raw -4487317.640826 + Penalty 3391.230987 = -4483926.409839 nChanged 2050 SP:Iteration 6F (9873.200832 sec): 3 clusters Score: Raw -4488605.132209 + Penalty 3391.230987 = -4485213.901222 nChanged 1955 SP:Iteration 7F (9873.262977 sec): 3 clusters Score: Raw -4489896.145936 + Penalty 3391.230987 = -4486504.914949 nChanged 1779 SP:Iteration 8F (9873.362267 sec): 3 clusters Score: Raw -4491041.811885 + Penalty 3391.230987 = -4487650.580898 nChanged 1605 SP:Iteration 9Q (9873.435575 sec): 3 clusters Score: Raw -4491943.297193 + Penalty 3391.230987 = -4488552.066206 nChanged 1235 SP:Iteration 10Q (9873.511756 sec): 3 clusters Score: Raw -4492465.766056 + Penalty 3391.230987 = -4489074.535069 nChanged 866 SP:Iteration 11Q (9873.578110 sec): 3 clusters Score: Raw -4492746.323282 + Penalty 3391.230987 = -4489355.092295 nChanged 599 SP:Iteration 12Q (9873.655792 sec): 3 clusters Score: Raw -4492920.537379 + Penalty 3391.230987 = -4489529.306392 nChanged 450 SP:Iteration 13Q (9873.716735 sec): 3 clusters Score: Raw -4493037.274616 + Penalty 3391.230987 = -4489646.043629 nChanged 385 SP:Iteration 14Q (9873.778447 sec): 3 clusters Score: Raw -4493135.329457 + Penalty 3391.230987 = -4489744.098470 nChanged 377 SP:Iteration 15Q (9873.864745 sec): 3 clusters Score: Raw -4493238.925621 + Penalty 3391.230987 = -4489847.694634 nChanged 387 SP:Iteration 16Q (9873.954210 sec): 3 clusters Score: Raw -4493348.728477 + Penalty 3391.230987 = -4489957.497490 nChanged 401 SP:Iteration 17Q (9874.053730 sec): 3 clusters Score: Raw -4493462.912993 + Penalty 3391.230987 = -4490071.682006 nChanged 375 SP:Iteration 18Q (9874.135754 sec): 3 clusters Score: Raw -4493572.857746 + Penalty 3391.230987 = -4490181.626759 nChanged 419 SP:Iteration 19Q (9874.230269 sec): 3 clusters Score: Raw -4493703.518294 + Penalty 3391.230987 = -4490312.287307 nChanged 438 SP:Iteration 20F (9874.292775 sec): 3 clusters Score: Raw -4493836.289804 + Penalty 3391.230987 = -4490445.058817 nChanged 403 SP:Iteration 21Q (9874.356178 sec): 3 clusters Score: Raw -4493946.418143 + Penalty 3391.230987 = -4490555.187156 nChanged 385 SP:Iteration 22Q (9874.424092 sec): 3 clusters Score: Raw -4494051.505830 + Penalty 3391.230987 = -4490660.274843 nChanged 380 SP:Iteration 23Q (9874.507669 sec): 3 clusters Score: Raw -4494148.193316 + Penalty 3391.230987 = -4490756.962329 nChanged 366 SP:Iteration 24Q (9874.583979 sec): 3 clusters Score: Raw -4494222.472373 + Penalty 3391.230987 = -4490831.241386 nChanged 275 SP:Iteration 25Q (9874.675792 sec): 3 clusters Score: Raw -4494273.375204 + Penalty 3391.230987 = -4490882.144217 nChanged 219 SP:Iteration 26Q (9874.741241 sec): 3 clusters Score: Raw -4494304.571934 + Penalty 3391.230987 = -4490913.340947 nChanged 191 SP:Iteration 27Q (9874.826795 sec): 3 clusters Score: Raw -4494330.503584 + Penalty 3391.230987 = -4490939.272597 nChanged 185 SP:Iteration 28Q (9874.888292 sec): 3 clusters Score: Raw -4494353.945606 + Penalty 3391.230987 = -4490962.714619 nChanged 178 SP:Iteration 29Q (9874.983325 sec): 3 clusters Score: Raw -4494376.533785 + Penalty 3391.230987 = -4490985.302798 nChanged 192 SP:Iteration 30Q (9875.049008 sec): 3 clusters Score: Raw -4494399.763421 + Penalty 3391.230987 = -4491008.532434 nChanged 169 SP:Iteration 31Q (9875.113698 sec): 3 clusters Score: Raw -4494421.394122 + Penalty 3391.230987 = -4491030.163135 nChanged 153 SP:Iteration 32Q (9875.190843 sec): 3 clusters Score: Raw -4494438.532851 + Penalty 3391.230987 = -4491047.301864 nChanged 149 SP:Iteration 33Q (9875.257275 sec): 3 clusters Score: Raw -4494455.641022 + Penalty 3391.230987 = -4491064.410035 nChanged 143 SP:Iteration 34Q (9875.325473 sec): 3 clusters Score: Raw -4494468.649179 + Penalty 3391.230987 = -4491077.418192 nChanged 114 SP:Iteration 35Q (9875.396133 sec): 3 clusters Score: Raw -4494479.159368 + Penalty 3391.230987 = -4491087.928381 nChanged 107 SP:Iteration 36Q (9875.465548 sec): 3 clusters Score: Raw -4494489.227304 + Penalty 3391.230987 = -4491097.996317 nChanged 99 SP:Iteration 37Q (9875.531213 sec): 3 clusters Score: Raw -4494499.550845 + Penalty 3391.230987 = -4491108.319858 nChanged 101 SP:Iteration 38Q (9875.600034 sec): 3 clusters Score: Raw -4494509.604693 + Penalty 3391.230987 = -4491118.373706 nChanged 105 SP:Iteration 39Q (9875.667367 sec): 3 clusters Score: Raw -4494519.400808 + Penalty 3391.230987 = -4491128.169821 nChanged 84 SP:Iteration 40F (9875.760786 sec): 3 clusters Score: Raw -4494527.377685 + Penalty 3391.230987 = -4491136.146698 nChanged 88 SP:Iteration 41Q (9875.834966 sec): 3 clusters Score: Raw -4494535.336143 + Penalty 3391.230987 = -4491144.105156 nChanged 80 SP:Iteration 42Q (9875.928856 sec): 3 clusters Score: Raw -4494542.772110 + Penalty 3391.230987 = -4491151.541123 nChanged 74 SP:Iteration 43Q (9875.995306 sec): 3 clusters Score: Raw -4494549.296647 + Penalty 3391.230987 = -4491158.065661 nChanged 76 SP:Iteration 44Q (9876.070197 sec): 3 clusters Score: Raw -4494556.445135 + Penalty 3391.230987 = -4491165.214148 nChanged 79 SP:Iteration 45Q (9876.130025 sec): 3 clusters Score: Raw -4494566.622960 + Penalty 3391.230987 = -4491175.391973 nChanged 88 SP:Iteration 46Q (9876.190590 sec): 3 clusters Score: Raw -4494578.612739 + Penalty 3391.230987 = -4491187.381752 nChanged 103 SP:Iteration 47Q (9876.257768 sec): 3 clusters Score: Raw -4494595.752184 + Penalty 3391.230987 = -4491204.521198 nChanged 131 SP:Iteration 48Q (9876.316893 sec): 3 clusters Score: Raw -4494618.655539 + Penalty 3391.230987 = -4491227.424552 nChanged 140 SP:Iteration 49Q (9876.378047 sec): 3 clusters Score: Raw -4494643.773731 + Penalty 3391.230987 = -4491252.542744 nChanged 164 SP:Iteration 50Q (9876.462939 sec): 3 clusters Score: Raw -4494682.137972 + Penalty 3391.230987 = -4491290.906986 nChanged 186 SP:Iteration 51Q (9876.525973 sec): 3 clusters Score: Raw -4494732.409324 + Penalty 3391.230987 = -4491341.178337 nChanged 228 SP:Iteration 52Q (9876.594279 sec): 3 clusters Score: Raw -4494807.282801 + Penalty 3391.230987 = -4491416.051814 nChanged 254 SP:Iteration 53Q (9876.664404 sec): 3 clusters Score: Raw -4494910.613420 + Penalty 3391.230987 = -4491519.382433 nChanged 296 SP:Iteration 54Q (9876.751396 sec): 3 clusters Score: Raw -4495047.414893 + Penalty 3391.230987 = -4491656.183906 nChanged 327 SP:Iteration 55Q (9876.811962 sec): 3 clusters Score: Raw -4495201.488218 + Penalty 3391.230987 = -4491810.257231 nChanged 311 SP:Iteration 56Q (9876.873660 sec): 3 clusters Score: Raw -4495348.122050 + Penalty 3391.230987 = -4491956.891063 nChanged 288 SP:Iteration 57Q (9876.933626 sec): 3 clusters Score: Raw -4495436.069898 + Penalty 3391.230987 = -4492044.838911 nChanged 238 SP:Iteration 58Q (9876.993878 sec): 3 clusters Score: Raw -4495489.294444 + Penalty 3391.230987 = -4492098.063457 nChanged 196 SP:Iteration 59Q (9877.054739 sec): 3 clusters Score: Raw -4495525.782157 + Penalty 3391.230987 = -4492134.551170 nChanged 170 SP:Iteration 60F (9877.152006 sec): 3 clusters Score: Raw -4495551.637051 + Penalty 3391.230987 = -4492160.406065 nChanged 154 SP:Iteration 61Q (9877.230289 sec): 3 clusters Score: Raw -4495574.369019 + Penalty 3391.230987 = -4492183.138032 nChanged 168 SP:Iteration 62Q (9877.295867 sec): 3 clusters Score: Raw -4495597.080480 + Penalty 3391.230987 = -4492205.849493 nChanged 148 SP:Iteration 63Q (9877.364074 sec): 3 clusters Score: Raw -4495614.013409 + Penalty 3391.230987 = -4492222.782422 nChanged 134 SP:Iteration 64Q (9877.429435 sec): 3 clusters Score: Raw -4495628.306920 + Penalty 3391.230987 = -4492237.075933 nChanged 114 SP:Iteration 65Q (9877.501880 sec): 3 clusters Score: Raw -4495639.797848 + Penalty 3391.230987 = -4492248.566861 nChanged 105 SP:Iteration 66Q (9877.562867 sec): 3 clusters Score: Raw -4495649.410126 + Penalty 3391.230987 = -4492258.179139 nChanged 95 SP:Iteration 67Q (9877.638453 sec): 3 clusters Score: Raw -4495659.250082 + Penalty 3391.230987 = -4492268.019095 nChanged 114 SP:Iteration 68Q (9877.706278 sec): 3 clusters Score: Raw -4495671.916930 + Penalty 3391.230987 = -4492280.685943 nChanged 122 SP:Iteration 69Q (9877.767125 sec): 3 clusters Score: Raw -4495685.815769 + Penalty 3391.230987 = -4492294.584782 nChanged 123 SP:Iteration 70Q (9877.843716 sec): 3 clusters Score: Raw -4495701.321131 + Penalty 3391.230987 = -4492310.090144 nChanged 121 SP:Iteration 71Q (9877.941368 sec): 3 clusters Score: Raw -4495714.156629 + Penalty 3391.230987 = -4492322.925643 nChanged 118 SP:Iteration 72Q (9878.017407 sec): 3 clusters Score: Raw -4495728.105690 + Penalty 3391.230987 = -4492336.874704 nChanged 131 SP:Iteration 73Q (9878.077150 sec): 3 clusters Score: Raw -4495744.653372 + Penalty 3391.230987 = -4492353.422385 nChanged 129 SP:Iteration 74Q (9878.139205 sec): 3 clusters Score: Raw -4495759.425686 + Penalty 3391.230987 = -4492368.194699 nChanged 116 SP:Iteration 75Q (9878.219598 sec): 3 clusters Score: Raw -4495771.921719 + Penalty 3391.230987 = -4492380.690732 nChanged 115 SP:Iteration 76Q (9878.277593 sec): 3 clusters Score: Raw -4495784.849256 + Penalty 3391.230987 = -4492393.618269 nChanged 110 SP:Iteration 77Q (9878.336313 sec): 3 clusters Score: Raw -4495797.812206 + Penalty 3391.230987 = -4492406.581219 nChanged 119 SP:Iteration 78Q (9878.406807 sec): 3 clusters Score: Raw -4495811.436634 + Penalty 3391.230987 = -4492420.205647 nChanged 113 SP:Iteration 79Q (9878.465025 sec): 3 clusters Score: Raw -4495824.170421 + Penalty 3391.230987 = -4492432.939435 nChanged 111 SP:Iteration 80F (9878.542506 sec): 3 clusters Score: Raw -4495837.238128 + Penalty 3391.230987 = -4492446.007141 nChanged 101 SP:Iteration 81Q (9878.620689 sec): 3 clusters Score: Raw -4495849.270763 + Penalty 3391.230987 = -4492458.039776 nChanged 122 SP:Iteration 82Q (9878.696033 sec): 3 clusters Score: Raw -4495865.617059 + Penalty 3391.230987 = -4492474.386073 nChanged 125 SP:Iteration 83Q (9878.757907 sec): 3 clusters Score: Raw -4495882.268600 + Penalty 3391.230987 = -4492491.037613 nChanged 101 SP:Iteration 84Q (9878.815074 sec): 3 clusters Score: Raw -4495894.320443 + Penalty 3391.230987 = -4492503.089456 nChanged 100 SP:Iteration 85Q (9878.887073 sec): 3 clusters Score: Raw -4495902.905784 + Penalty 3391.230987 = -4492511.674797 nChanged 72 SP:Iteration 86Q (9878.963654 sec): 3 clusters Score: Raw -4495909.431791 + Penalty 3391.230987 = -4492518.200804 nChanged 79 SP:Iteration 87Q (9879.037230 sec): 3 clusters Score: Raw -4495915.979696 + Penalty 3391.230987 = -4492524.748709 nChanged 73 SP:Iteration 88Q (9879.106209 sec): 3 clusters Score: Raw -4495922.450654 + Penalty 3391.230987 = -4492531.219667 nChanged 60 SP:Iteration 89Q (9879.188200 sec): 3 clusters Score: Raw -4495927.138364 + Penalty 3391.230987 = -4492535.907377 nChanged 45 SP:Iteration 90Q (9879.279801 sec): 3 clusters Score: Raw -4495930.501272 + Penalty 3391.230987 = -4492539.270285 nChanged 47 SP:Iteration 91Q (9879.342371 sec): 3 clusters Score: Raw -4495934.248743 + Penalty 3391.230987 = -4492543.017756 nChanged 48 SP:Iteration 92Q (9879.404394 sec): 3 clusters Score: Raw -4495937.925803 + Penalty 3391.230987 = -4492546.694816 nChanged 53 SP:Iteration 93Q (9879.460445 sec): 3 clusters Score: Raw -4495941.925583 + Penalty 3391.230987 = -4492550.694596 nChanged 53 SP:Iteration 94Q (9879.518070 sec): 3 clusters Score: Raw -4495946.164944 + Penalty 3391.230987 = -4492554.933957 nChanged 51 SP:Iteration 95Q (9879.606506 sec): 3 clusters Score: Raw -4495950.833398 + Penalty 3391.230987 = -4492559.602411 nChanged 52 SP:Iteration 96Q (9879.673100 sec): 3 clusters Score: Raw -4495955.262246 + Penalty 3391.230987 = -4492564.031259 nChanged 48 SP:Iteration 97Q (9879.758924 sec): 3 clusters Score: Raw -4495959.522625 + Penalty 3391.230987 = -4492568.291638 nChanged 53 SP:Iteration 98Q (9879.815697 sec): 3 clusters Score: Raw -4495963.724106 + Penalty 3391.230987 = -4492572.493119 nChanged 47 SP:Iteration 99Q (9879.881156 sec): 3 clusters Score: Raw -4495967.146660 + Penalty 3391.230987 = -4492575.915673 nChanged 48 SP:Iteration 100F (9879.942316 sec): 3 clusters Score: Raw -4495970.997461 + Penalty 3391.230987 = -4492579.766474 nChanged 49 SP:Iteration 101Q (9880.009274 sec): 3 clusters Score: Raw -4495974.569438 + Penalty 3391.230987 = -4492583.338451 nChanged 39 SP:Iteration 102Q (9880.066271 sec): 3 clusters Score: Raw -4495978.014554 + Penalty 3391.230987 = -4492586.783567 nChanged 47 SP:Iteration 103Q (9880.148686 sec): 3 clusters Score: Raw -4495982.088165 + Penalty 3391.230987 = -4492590.857178 nChanged 53 SP:Iteration 104Q (9880.206049 sec): 3 clusters Score: Raw -4495986.766116 + Penalty 3391.230987 = -4492595.535129 nChanged 49 SP:Iteration 105Q (9880.294731 sec): 3 clusters Score: Raw -4495991.497927 + Penalty 3391.230987 = -4492600.266940 nChanged 51 SP:Iteration 106Q (9880.388795 sec): 3 clusters Score: Raw -4495995.909939 + Penalty 3391.230987 = -4492604.678953 nChanged 43 SP:Iteration 107Q (9880.462540 sec): 3 clusters Score: Raw -4495999.117632 + Penalty 3391.230987 = -4492607.886645 nChanged 37 SP:Iteration 108Q (9880.521601 sec): 3 clusters Score: Raw -4496001.466051 + Penalty 3391.230987 = -4492610.235065 nChanged 32 SP:Iteration 109Q (9880.592240 sec): 3 clusters Score: Raw -4496003.788323 + Penalty 3391.230987 = -4492612.557336 nChanged 34 SP:Iteration 110Q (9880.678685 sec): 3 clusters Score: Raw -4496006.499680 + Penalty 3391.230987 = -4492615.268694 nChanged 43 SP:Iteration 111Q (9880.734406 sec): 3 clusters Score: Raw -4496010.011210 + Penalty 3391.230987 = -4492618.780223 nChanged 53 SP:Iteration 112Q (9880.798153 sec): 3 clusters Score: Raw -4496014.715726 + Penalty 3391.230987 = -4492623.484739 nChanged 44 SP:Iteration 113Q (9880.865958 sec): 3 clusters Score: Raw -4496018.353895 + Penalty 3391.230987 = -4492627.122908 nChanged 44 SP:Iteration 114Q (9880.922599 sec): 3 clusters Score: Raw -4496021.898730 + Penalty 3391.230987 = -4492630.667744 nChanged 37 SP:Iteration 115Q (9880.995673 sec): 3 clusters Score: Raw -4496024.233588 + Penalty 3391.230987 = -4492633.002601 nChanged 27 SP:Iteration 116Q (9881.062925 sec): 3 clusters Score: Raw -4496025.870058 + Penalty 3391.230987 = -4492634.639071 nChanged 28 SP:Iteration 117Q (9881.118128 sec): 3 clusters Score: Raw -4496027.868434 + Penalty 3391.230987 = -4492636.637447 nChanged 28 SP:Iteration 118Q (9881.174541 sec): 3 clusters Score: Raw -4496029.900747 + Penalty 3391.230987 = -4492638.669760 nChanged 23 SP:Iteration 119Q (9881.265263 sec): 3 clusters Score: Raw -4496031.238572 + Penalty 3391.230987 = -4492640.007585 nChanged 19 SP:Iteration 120F (9881.339543 sec): 3 clusters Score: Raw -4496032.124196 + Penalty 3391.230987 = -4492640.893209 nChanged 20 SP:Iteration 121Q (9881.418545 sec): 3 clusters Score: Raw -4496032.981463 + Penalty 3391.230987 = -4492641.750476 nChanged 18 SP:Iteration 122Q (9881.485050 sec): 3 clusters Score: Raw -4496033.743477 + Penalty 3391.230987 = -4492642.512491 nChanged 13 SP:Iteration 123Q (9881.549894 sec): 3 clusters Score: Raw -4496034.388804 + Penalty 3391.230987 = -4492643.157817 nChanged 11 SP:Iteration 124Q (9881.606244 sec): 3 clusters Score: Raw -4496034.760327 + Penalty 3391.230987 = -4492643.529340 nChanged 13 SP:Iteration 125Q (9881.689787 sec): 3 clusters Score: Raw -4496035.212734 + Penalty 3391.230987 = -4492643.981747 nChanged 12 SP:Iteration 126Q (9881.750631 sec): 3 clusters Score: Raw -4496035.629735 + Penalty 3391.230987 = -4492644.398748 nChanged 9 SP:Iteration 127Q (9881.820790 sec): 3 clusters Score: Raw -4496036.016495 + Penalty 3391.230987 = -4492644.785508 nChanged 12 SP:Iteration 128Q (9881.885105 sec): 3 clusters Score: Raw -4496036.644653 + Penalty 3391.230987 = -4492645.413666 nChanged 16 SP:Iteration 129Q (9881.955339 sec): 3 clusters Score: Raw -4496037.363612 + Penalty 3391.230987 = -4492646.132625 nChanged 16 SP:Iteration 130Q (9882.018870 sec): 3 clusters Score: Raw -4496038.323989 + Penalty 3391.230987 = -4492647.093002 nChanged 17 SP:Iteration 131Q (9882.077378 sec): 3 clusters Score: Raw -4496039.189586 + Penalty 3391.230987 = -4492647.958599 nChanged 13 SP:Iteration 132Q (9882.144768 sec): 3 clusters Score: Raw -4496039.854808 + Penalty 3391.230987 = -4492648.623821 nChanged 9 SP:Iteration 133Q (9882.215830 sec): 3 clusters Score: Raw -4496040.391432 + Penalty 3391.230987 = -4492649.160445 nChanged 12 SP:Iteration 134Q (9882.294024 sec): 3 clusters Score: Raw -4496040.904280 + Penalty 3391.230987 = -4492649.673294 nChanged 8 SP:Iteration 135Q (9882.358308 sec): 3 clusters Score: Raw -4496041.303719 + Penalty 3391.230987 = -4492650.072733 nChanged 10 SP:Iteration 136Q (9882.415649 sec): 3 clusters Score: Raw -4496041.734445 + Penalty 3391.230987 = -4492650.503458 nChanged 6 SP:Iteration 137Q (9882.497199 sec): 3 clusters Score: Raw -4496041.985430 + Penalty 3391.230987 = -4492650.754443 nChanged 5 SP:Iteration 138Q (9882.554745 sec): 3 clusters Score: Raw -4496042.235357 + Penalty 3391.230987 = -4492651.004370 nChanged 5 SP:Iteration 139Q (9882.613397 sec): 3 clusters Score: Raw -4496042.460822 + Penalty 3391.230987 = -4492651.229835 nChanged 7 SP:Iteration 140F (9882.703646 sec): 3 clusters Score: Raw -4496042.814191 + Penalty 3391.230987 = -4492651.583204 nChanged 9 SP:Iteration 141Q (9882.791243 sec): 3 clusters Score: Raw -4496043.232911 + Penalty 3391.230987 = -4492652.001924 nChanged 11 SP:Iteration 142Q (9882.847896 sec): 3 clusters Score: Raw -4496043.798046 + Penalty 3391.230987 = -4492652.567060 nChanged 10 SP:Iteration 143Q (9882.925019 sec): 3 clusters Score: Raw -4496044.159151 + Penalty 3391.230987 = -4492652.928164 nChanged 5 SP:Iteration 144Q (9882.998128 sec): 3 clusters Score: Raw -4496044.335025 + Penalty 3391.230987 = -4492653.104038 nChanged 4 SP:Iteration 145Q (9883.067223 sec): 3 clusters Score: Raw -4496044.438216 + Penalty 3391.230987 = -4492653.207229 nChanged 2 SP:Iteration 146Q (9883.124128 sec): 3 clusters Score: Raw -4496044.525572 + Penalty 3391.230987 = -4492653.294586 nChanged 4 SP:Iteration 147Q (9883.179864 sec): 3 clusters Score: Raw -4496044.829749 + Penalty 3391.230987 = -4492653.598762 nChanged 10 SP:Iteration 148Q (9883.236951 sec): 3 clusters Score: Raw -4496045.243519 + Penalty 3391.230987 = -4492654.012533 nChanged 4 SP:Iteration 149Q (9883.329088 sec): 3 clusters Score: Raw -4496045.411867 + Penalty 3391.230987 = -4492654.180880 nChanged 4 SP:Iteration 150Q (9883.383591 sec): 3 clusters Score: Raw -4496045.531275 + Penalty 3391.230987 = -4492654.300288 nChanged 2 SP:Iteration 151Q (9883.439719 sec): 3 clusters Score: Raw -4496045.577504 + Penalty 3391.230987 = -4492654.346517 nChanged 2 SP:Iteration 152Q (9883.523681 sec): 3 clusters Score: Raw -4496045.670652 + Penalty 3391.230987 = -4492654.439665 nChanged 3 SP:Iteration 153Q (9883.583704 sec): 3 clusters Score: Raw -4496045.807464 + Penalty 3391.230987 = -4492654.576477 nChanged 5 SP:Iteration 154Q (9883.639089 sec): 3 clusters Score: Raw -4496045.940691 + Penalty 3391.230987 = -4492654.709704 nChanged 3 SP:Iteration 155Q (9883.695029 sec): 3 clusters Score: Raw -4496046.054127 + Penalty 3391.230987 = -4492654.823140 nChanged 3 SP:Iteration 156Q (9883.751913 sec): 3 clusters Score: Raw -4496046.224552 + Penalty 3391.230987 = -4492654.993565 nChanged 4 SP:Iteration 157Q (9883.819128 sec): 3 clusters Score: Raw -4496046.366659 + Penalty 3391.230987 = -4492655.135673 nChanged 5 SP:Iteration 158Q (9883.886043 sec): 3 clusters Score: Raw -4496046.554431 + Penalty 3391.230987 = -4492655.323444 nChanged 3 SP:Iteration 159Q (9883.953752 sec): 3 clusters Score: Raw -4496046.685429 + Penalty 3391.230987 = -4492655.454442 nChanged 5 SP:Iteration 160F (9884.015775 sec): 3 clusters Score: Raw -4496046.932234 + Penalty 3391.230987 = -4492655.701247 nChanged 7 SP:Iteration 161Q (9884.078832 sec): 3 clusters Score: Raw -4496047.171936 + Penalty 3391.230987 = -4492655.940949 nChanged 4 SP:Iteration 162Q (9884.145653 sec): 3 clusters Score: Raw -4496047.283493 + Penalty 3391.230987 = -4492656.052506 nChanged 1 SP:Iteration 163Q (9884.211891 sec): 3 clusters Score: Raw -4496047.298798 + Penalty 3391.230987 = -4492656.067811 nChanged 1 SP:Iteration 164Q (9884.283451 sec): 3 clusters Score: Raw -4496047.317610 + Penalty 3391.230987 = -4492656.086623 nChanged 1 SP:Iteration 165Q (9884.349704 sec): 3 clusters Score: Raw -4496047.338216 + Penalty 3391.230987 = -4492656.107229 nChanged 0 SP:Iteration 166F (9884.411258 sec): 3 clusters Score: Raw -4496047.338216 + Penalty 3391.230987 = -4492656.107229 nChanged 0 Trying to split cluster 16 (6590 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9884.438227 sec): 2 clusters Score: Raw -897288.097391 + Penalty 1428.912652 = -895859.184739 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9884.470746 sec): 3 clusters Score: Raw -893755.771041 + Penalty 2857.825304 = -890897.945738 nChanged 2713 SP:Iteration 1F (9884.505560 sec): 3 clusters Score: Raw -895310.243655 + Penalty 2857.825304 = -892452.418351 nChanged 547 SP:Iteration 2F (9884.557846 sec): 3 clusters Score: Raw -895706.714242 + Penalty 2857.825304 = -892848.888938 nChanged 494 SP:Iteration 3F (9884.603487 sec): 3 clusters Score: Raw -896093.543834 + Penalty 2857.825304 = -893235.718530 nChanged 479 SP:Iteration 4F (9884.640507 sec): 3 clusters Score: Raw -896453.196588 + Penalty 2857.825304 = -893595.371284 nChanged 384 SP:Iteration 5F (9884.664256 sec): 3 clusters Score: Raw -896740.372057 + Penalty 2857.825304 = -893882.546753 nChanged 324 SP:Iteration 6Q (9884.712510 sec): 3 clusters Score: Raw -896929.514809 + Penalty 2857.825304 = -894071.689506 nChanged 231 SP:Iteration 7Q (9884.740817 sec): 3 clusters Score: Raw -897064.993734 + Penalty 2857.825304 = -894207.168430 nChanged 184 SP:Iteration 8Q (9884.775647 sec): 3 clusters Score: Raw -897165.775952 + Penalty 2857.825304 = -894307.950648 nChanged 154 SP:Iteration 9Q (9884.808136 sec): 3 clusters Score: Raw -897244.554752 + Penalty 2857.825304 = -894386.729448 nChanged 113 SP:Iteration 10Q (9884.832242 sec): 3 clusters Score: Raw -897296.183339 + Penalty 2857.825304 = -894438.358035 nChanged 95 SP:Iteration 11Q (9884.877129 sec): 3 clusters Score: Raw -897332.005076 + Penalty 2857.825304 = -894474.179772 nChanged 73 SP:Iteration 12Q (9884.918546 sec): 3 clusters Score: Raw -897359.308558 + Penalty 2857.825304 = -894501.483254 nChanged 59 SP:Iteration 13Q (9884.941894 sec): 3 clusters Score: Raw -897382.638743 + Penalty 2857.825304 = -894524.813439 nChanged 50 SP:Iteration 14Q (9884.964932 sec): 3 clusters Score: Raw -897403.536081 + Penalty 2857.825304 = -894545.710777 nChanged 49 SP:Iteration 15Q (9884.988107 sec): 3 clusters Score: Raw -897424.054783 + Penalty 2857.825304 = -894566.229479 nChanged 46 SP:Iteration 16Q (9885.015287 sec): 3 clusters Score: Raw -897445.353686 + Penalty 2857.825304 = -894587.528382 nChanged 53 SP:Iteration 17Q (9885.046647 sec): 3 clusters Score: Raw -897471.001329 + Penalty 2857.825304 = -894613.176025 nChanged 44 SP:Iteration 18Q (9885.069608 sec): 3 clusters Score: Raw -897487.873752 + Penalty 2857.825304 = -894630.048448 nChanged 28 SP:Iteration 19Q (9885.101036 sec): 3 clusters Score: Raw -897499.314078 + Penalty 2857.825304 = -894641.488774 nChanged 33 SP:Iteration 20F (9885.145904 sec): 3 clusters Score: Raw -897512.411154 + Penalty 2857.825304 = -894654.585850 nChanged 28 SP:Iteration 21Q (9885.168872 sec): 3 clusters Score: Raw -897523.413143 + Penalty 2857.825304 = -894665.587839 nChanged 35 SP:Iteration 22Q (9885.191817 sec): 3 clusters Score: Raw -897537.608999 + Penalty 2857.825304 = -894679.783695 nChanged 31 SP:Iteration 23Q (9885.215229 sec): 3 clusters Score: Raw -897547.690154 + Penalty 2857.825304 = -894689.864850 nChanged 21 SP:Iteration 24Q (9885.238276 sec): 3 clusters Score: Raw -897555.423686 + Penalty 2857.825304 = -894697.598382 nChanged 20 SP:Iteration 25Q (9885.288709 sec): 3 clusters Score: Raw -897564.147337 + Penalty 2857.825304 = -894706.322033 nChanged 20 SP:Iteration 26Q (9885.311274 sec): 3 clusters Score: Raw -897572.497622 + Penalty 2857.825304 = -894714.672319 nChanged 21 SP:Iteration 27Q (9885.335563 sec): 3 clusters Score: Raw -897581.598225 + Penalty 2857.825304 = -894723.772921 nChanged 20 SP:Iteration 28Q (9885.369949 sec): 3 clusters Score: Raw -897588.514245 + Penalty 2857.825304 = -894730.688941 nChanged 23 SP:Iteration 29Q (9885.403026 sec): 3 clusters Score: Raw -897597.969952 + Penalty 2857.825304 = -894740.144648 nChanged 26 SP:Iteration 30Q (9885.434139 sec): 3 clusters Score: Raw -897607.667575 + Penalty 2857.825304 = -894749.842271 nChanged 19 SP:Iteration 31Q (9885.460565 sec): 3 clusters Score: Raw -897613.858641 + Penalty 2857.825304 = -894756.033338 nChanged 15 SP:Iteration 32Q (9885.483525 sec): 3 clusters Score: Raw -897618.856451 + Penalty 2857.825304 = -894761.031147 nChanged 17 SP:Iteration 33Q (9885.506520 sec): 3 clusters Score: Raw -897626.323923 + Penalty 2857.825304 = -894768.498619 nChanged 14 SP:Iteration 34Q (9885.529529 sec): 3 clusters Score: Raw -897631.912084 + Penalty 2857.825304 = -894774.086780 nChanged 13 SP:Iteration 35Q (9885.567646 sec): 3 clusters Score: Raw -897636.892395 + Penalty 2857.825304 = -894779.067091 nChanged 12 SP:Iteration 36Q (9885.590200 sec): 3 clusters Score: Raw -897640.952517 + Penalty 2857.825304 = -894783.127213 nChanged 10 SP:Iteration 37Q (9885.624374 sec): 3 clusters Score: Raw -897643.663588 + Penalty 2857.825304 = -894785.838284 nChanged 8 SP:Iteration 38Q (9885.649175 sec): 3 clusters Score: Raw -897646.111240 + Penalty 2857.825304 = -894788.285936 nChanged 11 SP:Iteration 39Q (9885.675911 sec): 3 clusters Score: Raw -897649.125608 + Penalty 2857.825304 = -894791.300304 nChanged 7 SP:Iteration 40F (9885.710666 sec): 3 clusters Score: Raw -897651.186180 + Penalty 2857.825304 = -894793.360876 nChanged 8 SP:Iteration 41Q (9885.753970 sec): 3 clusters Score: Raw -897653.806528 + Penalty 2857.825304 = -894795.981224 nChanged 4 SP:Iteration 42Q (9885.787310 sec): 3 clusters Score: Raw -897655.397369 + Penalty 2857.825304 = -894797.572065 nChanged 4 SP:Iteration 43Q (9885.843240 sec): 3 clusters Score: Raw -897656.658529 + Penalty 2857.825304 = -894798.833225 nChanged 2 SP:Iteration 44Q (9885.865907 sec): 3 clusters Score: Raw -897657.497093 + Penalty 2857.825304 = -894799.671789 nChanged 2 SP:Iteration 45Q (9885.897949 sec): 3 clusters Score: Raw -897658.865037 + Penalty 2857.825304 = -894801.039733 nChanged 3 SP:Iteration 46Q (9885.931417 sec): 3 clusters Score: Raw -897659.462469 + Penalty 2857.825304 = -894801.637165 nChanged 1 SP:Iteration 47Q (9885.963815 sec): 3 clusters Score: Raw -897659.894325 + Penalty 2857.825304 = -894802.069021 nChanged 2 SP:Iteration 48Q (9885.991270 sec): 3 clusters Score: Raw -897660.971402 + Penalty 2857.825304 = -894803.146098 nChanged 3 SP:Iteration 49Q (9886.036005 sec): 3 clusters Score: Raw -897661.964105 + Penalty 2857.825304 = -894804.138801 nChanged 3 SP:Iteration 50Q (9886.058803 sec): 3 clusters Score: Raw -897662.589099 + Penalty 2857.825304 = -894804.763795 nChanged 0 SP:Iteration 51F (9886.082947 sec): 3 clusters Score: Raw -897662.589099 + Penalty 2857.825304 = -894804.763795 nChanged 0 Trying to split cluster 17 (3515 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9886.104709 sec): 2 clusters Score: Raw -389667.797077 + Penalty 1326.779156 = -388341.017921 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9886.144569 sec): 3 clusters Score: Raw -387986.820379 + Penalty 2653.558311 = -385333.262068 nChanged 1367 SP:Iteration 1F (9886.171132 sec): 3 clusters Score: Raw -388943.912063 + Penalty 2653.558311 = -386290.353752 nChanged 303 SP:Iteration 2F (9886.192543 sec): 3 clusters Score: Raw -389218.185647 + Penalty 2653.558311 = -386564.627335 nChanged 238 SP:Iteration 3F (9886.212401 sec): 3 clusters Score: Raw -389454.156584 + Penalty 2653.558311 = -386800.598272 nChanged 232 SP:Iteration 4F (9886.237013 sec): 3 clusters Score: Raw -389639.536183 + Penalty 2653.558311 = -386985.977871 nChanged 162 SP:Iteration 5Q (9886.265553 sec): 3 clusters Score: Raw -389758.601943 + Penalty 2653.558311 = -387105.043631 nChanged 137 SP:Iteration 6Q (9886.282992 sec): 3 clusters Score: Raw -389858.579749 + Penalty 2653.558311 = -387205.021438 nChanged 115 SP:Iteration 7Q (9886.299593 sec): 3 clusters Score: Raw -389939.286488 + Penalty 2653.558311 = -387285.728177 nChanged 114 SP:Iteration 8Q (9886.320994 sec): 3 clusters Score: Raw -390016.566194 + Penalty 2653.558311 = -387363.007882 nChanged 100 SP:Iteration 9Q (9886.338334 sec): 3 clusters Score: Raw -390090.712197 + Penalty 2653.558311 = -387437.153885 nChanged 90 SP:Iteration 10Q (9886.362144 sec): 3 clusters Score: Raw -390145.239104 + Penalty 2653.558311 = -387491.680793 nChanged 76 SP:Iteration 11Q (9886.388197 sec): 3 clusters Score: Raw -390189.082786 + Penalty 2653.558311 = -387535.524475 nChanged 64 SP:Iteration 12Q (9886.409373 sec): 3 clusters Score: Raw -390229.956252 + Penalty 2653.558311 = -387576.397941 nChanged 62 SP:Iteration 13Q (9886.429578 sec): 3 clusters Score: Raw -390277.013203 + Penalty 2653.558311 = -387623.454891 nChanged 46 SP:Iteration 14Q (9886.454458 sec): 3 clusters Score: Raw -390302.898324 + Penalty 2653.558311 = -387649.340013 nChanged 33 SP:Iteration 15Q (9886.483533 sec): 3 clusters Score: Raw -390319.465920 + Penalty 2653.558311 = -387665.907609 nChanged 28 SP:Iteration 16Q (9886.504172 sec): 3 clusters Score: Raw -390333.312826 + Penalty 2653.558311 = -387679.754514 nChanged 26 SP:Iteration 17Q (9886.521434 sec): 3 clusters Score: Raw -390344.843468 + Penalty 2653.558311 = -387691.285157 nChanged 24 SP:Iteration 18Q (9886.538128 sec): 3 clusters Score: Raw -390351.882951 + Penalty 2653.558311 = -387698.324640 nChanged 25 SP:Iteration 19Q (9886.558443 sec): 3 clusters Score: Raw -390360.558923 + Penalty 2653.558311 = -387707.000612 nChanged 26 SP:Iteration 20F (9886.576023 sec): 3 clusters Score: Raw -390374.355889 + Penalty 2653.558311 = -387720.797578 nChanged 25 SP:Iteration 21Q (9886.593408 sec): 3 clusters Score: Raw -390386.670725 + Penalty 2653.558311 = -387733.112414 nChanged 24 SP:Iteration 22Q (9886.613745 sec): 3 clusters Score: Raw -390393.339518 + Penalty 2653.558311 = -387739.781207 nChanged 15 SP:Iteration 23Q (9886.634877 sec): 3 clusters Score: Raw -390399.215742 + Penalty 2653.558311 = -387745.657431 nChanged 22 SP:Iteration 24Q (9886.656016 sec): 3 clusters Score: Raw -390404.946304 + Penalty 2653.558311 = -387751.387993 nChanged 19 SP:Iteration 25Q (9886.676270 sec): 3 clusters Score: Raw -390410.007236 + Penalty 2653.558311 = -387756.448925 nChanged 8 SP:Iteration 26Q (9886.694044 sec): 3 clusters Score: Raw -390413.206632 + Penalty 2653.558311 = -387759.648320 nChanged 10 SP:Iteration 27Q (9886.723218 sec): 3 clusters Score: Raw -390416.209068 + Penalty 2653.558311 = -387762.650757 nChanged 3 SP:Iteration 28Q (9886.744727 sec): 3 clusters Score: Raw -390416.741508 + Penalty 2653.558311 = -387763.183196 nChanged 0 SP:Iteration 29F (9886.762184 sec): 3 clusters Score: Raw -390416.741508 + Penalty 2653.558311 = -387763.183196 nChanged 0 Trying to split cluster 18 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9886.797716 sec): 2 clusters Score: Raw -833023.909406 + Penalty 1417.842155 = -831606.067250 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9886.844014 sec): 3 clusters Score: Raw -829750.098941 + Penalty 2835.684311 = -826914.414630 nChanged 2508 SP:Iteration 1F (9886.894074 sec): 3 clusters Score: Raw -831185.030571 + Penalty 2835.684311 = -828349.346260 nChanged 419 SP:Iteration 2F (9886.948780 sec): 3 clusters Score: Raw -831458.481681 + Penalty 2835.684311 = -828622.797371 nChanged 384 SP:Iteration 3F (9887.003012 sec): 3 clusters Score: Raw -831752.098849 + Penalty 2835.684311 = -828916.414539 nChanged 406 SP:Iteration 4F (9887.056105 sec): 3 clusters Score: Raw -832080.403102 + Penalty 2835.684311 = -829244.718792 nChanged 414 SP:Iteration 5F (9887.114106 sec): 3 clusters Score: Raw -832413.517555 + Penalty 2835.684311 = -829577.833244 nChanged 334 SP:Iteration 6F (9887.169699 sec): 3 clusters Score: Raw -832679.291899 + Penalty 2835.684311 = -829843.607589 nChanged 294 SP:Iteration 7Q (9887.229579 sec): 3 clusters Score: Raw -832918.002292 + Penalty 2835.684311 = -830082.317981 nChanged 249 SP:Iteration 8Q (9887.272614 sec): 3 clusters Score: Raw -833088.445696 + Penalty 2835.684311 = -830252.761385 nChanged 175 SP:Iteration 9Q (9887.330681 sec): 3 clusters Score: Raw -833203.405626 + Penalty 2835.684311 = -830367.721315 nChanged 135 SP:Iteration 10Q (9887.384149 sec): 3 clusters Score: Raw -833282.538865 + Penalty 2835.684311 = -830446.854554 nChanged 91 SP:Iteration 11Q (9887.442800 sec): 3 clusters Score: Raw -833333.666633 + Penalty 2835.684311 = -830497.982322 nChanged 71 SP:Iteration 12Q (9887.460726 sec): 3 clusters Score: Raw -833367.258520 + Penalty 2835.684311 = -830531.574209 nChanged 49 SP:Iteration 13Q (9887.481585 sec): 3 clusters Score: Raw -833385.002367 + Penalty 2835.684311 = -830549.318056 nChanged 39 SP:Iteration 14Q (9887.513420 sec): 3 clusters Score: Raw -833397.931303 + Penalty 2835.684311 = -830562.246992 nChanged 21 SP:Iteration 15Q (9887.547610 sec): 3 clusters Score: Raw -833404.834290 + Penalty 2835.684311 = -830569.149979 nChanged 20 SP:Iteration 16Q (9887.569622 sec): 3 clusters Score: Raw -833410.158648 + Penalty 2835.684311 = -830574.474337 nChanged 18 SP:Iteration 17Q (9887.591460 sec): 3 clusters Score: Raw -833416.087961 + Penalty 2835.684311 = -830580.403650 nChanged 20 SP:Iteration 18Q (9887.613276 sec): 3 clusters Score: Raw -833422.561884 + Penalty 2835.684311 = -830586.877573 nChanged 11 SP:Iteration 19Q (9887.635190 sec): 3 clusters Score: Raw -833424.705962 + Penalty 2835.684311 = -830589.021652 nChanged 6 SP:Iteration 20F (9887.690934 sec): 3 clusters Score: Raw -833426.168564 + Penalty 2835.684311 = -830590.484254 nChanged 3 SP:Iteration 21Q (9887.738714 sec): 3 clusters Score: Raw -833426.661061 + Penalty 2835.684311 = -830590.976750 nChanged 1 SP:Iteration 22Q (9887.760385 sec): 3 clusters Score: Raw -833426.884414 + Penalty 2835.684311 = -830591.200103 nChanged 2 SP:Iteration 23Q (9887.792061 sec): 3 clusters Score: Raw -833427.038526 + Penalty 2835.684311 = -830591.354215 nChanged 2 SP:Iteration 24Q (9887.846551 sec): 3 clusters Score: Raw -833427.363738 + Penalty 2835.684311 = -830591.679427 nChanged 2 SP:Iteration 25Q (9887.899934 sec): 3 clusters Score: Raw -833427.905008 + Penalty 2835.684311 = -830592.220697 nChanged 4 SP:Iteration 26Q (9887.946399 sec): 3 clusters Score: Raw -833428.803390 + Penalty 2835.684311 = -830593.119079 nChanged 4 SP:Iteration 27Q (9887.996173 sec): 3 clusters Score: Raw -833429.545780 + Penalty 2835.684311 = -830593.861469 nChanged 4 SP:Iteration 28Q (9888.050192 sec): 3 clusters Score: Raw -833430.711843 + Penalty 2835.684311 = -830595.027532 nChanged 3 SP:Iteration 29Q (9888.069418 sec): 3 clusters Score: Raw -833431.211032 + Penalty 2835.684311 = -830595.526721 nChanged 2 SP:Iteration 30Q (9888.092536 sec): 3 clusters Score: Raw -833431.640503 + Penalty 2835.684311 = -830595.956192 nChanged 2 SP:Iteration 31Q (9888.114052 sec): 3 clusters Score: Raw -833432.053427 + Penalty 2835.684311 = -830596.369116 nChanged 3 SP:Iteration 32Q (9888.178373 sec): 3 clusters Score: Raw -833432.787091 + Penalty 2835.684311 = -830597.102780 nChanged 5 SP:Iteration 33Q (9888.199962 sec): 3 clusters Score: Raw -833434.858308 + Penalty 2835.684311 = -830599.173997 nChanged 8 SP:Iteration 34Q (9888.223050 sec): 3 clusters Score: Raw -833437.438037 + Penalty 2835.684311 = -830601.753726 nChanged 5 SP:Iteration 35Q (9888.243757 sec): 3 clusters Score: Raw -833438.031541 + Penalty 2835.684311 = -830602.347230 nChanged 2 SP:Iteration 36Q (9888.275310 sec): 3 clusters Score: Raw -833438.513724 + Penalty 2835.684311 = -830602.829414 nChanged 3 SP:Iteration 37Q (9888.296343 sec): 3 clusters Score: Raw -833439.278718 + Penalty 2835.684311 = -830603.594407 nChanged 4 SP:Iteration 38Q (9888.317022 sec): 3 clusters Score: Raw -833440.580809 + Penalty 2835.684311 = -830604.896498 nChanged 0 SP:Iteration 39F (9888.348248 sec): 3 clusters Score: Raw -833440.580809 + Penalty 2835.684311 = -830604.896498 nChanged 0 Trying to split cluster 19 (93130 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9888.474327 sec): 2 clusters Score: Raw -12126260.837610 + Penalty 1859.284642 = -12124401.552968 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9888.659627 sec): 3 clusters Score: Raw -12065623.533559 + Penalty 3718.569285 = -12061904.964275 nChanged 44629 SP:Iteration 1F (9888.810558 sec): 3 clusters Score: Raw -12091927.662946 + Penalty 3718.569285 = -12088209.093661 nChanged 3895 SP:Iteration 2Q (9888.990086 sec): 3 clusters Score: Raw -12093108.650432 + Penalty 3718.569285 = -12089390.081147 nChanged 4038 SP:Iteration 3Q (9889.172918 sec): 3 clusters Score: Raw -12094482.493650 + Penalty 3718.569285 = -12090763.924365 nChanged 4310 SP:Iteration 4Q (9889.353354 sec): 3 clusters Score: Raw -12096182.729923 + Penalty 3718.569285 = -12092464.160638 nChanged 4727 SP:Iteration 5F (9889.523267 sec): 3 clusters Score: Raw -12098429.132790 + Penalty 3718.569285 = -12094710.563505 nChanged 5110 SP:Iteration 6F (9889.693591 sec): 3 clusters Score: Raw -12101270.772723 + Penalty 3718.569285 = -12097552.203438 nChanged 5407 SP:Iteration 7F (9889.881864 sec): 3 clusters Score: Raw -12104831.517807 + Penalty 3718.569285 = -12101112.948522 nChanged 5512 SP:Iteration 8F (9890.073680 sec): 3 clusters Score: Raw -12108963.290049 + Penalty 3718.569285 = -12105244.720764 nChanged 5158 SP:Iteration 9F (9890.275061 sec): 3 clusters Score: Raw -12112842.128305 + Penalty 3718.569285 = -12109123.559020 nChanged 4209 SP:Iteration 10Q (9890.479797 sec): 3 clusters Score: Raw -12115541.621455 + Penalty 3718.569285 = -12111823.052170 nChanged 3125 SP:Iteration 11Q (9890.687115 sec): 3 clusters Score: Raw -12116991.371274 + Penalty 3718.569285 = -12113272.801989 nChanged 2151 SP:Iteration 12Q (9890.892494 sec): 3 clusters Score: Raw -12117760.862330 + Penalty 3718.569285 = -12114042.293045 nChanged 1641 SP:Iteration 13Q (9891.083567 sec): 3 clusters Score: Raw -12118306.140442 + Penalty 3718.569285 = -12114587.571157 nChanged 1398 SP:Iteration 14Q (9891.284467 sec): 3 clusters Score: Raw -12118784.351159 + Penalty 3718.569285 = -12115065.781874 nChanged 1298 SP:Iteration 15Q (9891.485020 sec): 3 clusters Score: Raw -12119265.237030 + Penalty 3718.569285 = -12115546.667746 nChanged 1255 SP:Iteration 16Q (9891.674489 sec): 3 clusters Score: Raw -12119784.683452 + Penalty 3718.569285 = -12116066.114167 nChanged 1239 SP:Iteration 17Q (9891.871293 sec): 3 clusters Score: Raw -12120365.202644 + Penalty 3718.569285 = -12116646.633359 nChanged 1289 SP:Iteration 18Q (9892.064938 sec): 3 clusters Score: Raw -12121040.220559 + Penalty 3718.569285 = -12117321.651275 nChanged 1304 SP:Iteration 19Q (9892.242012 sec): 3 clusters Score: Raw -12121720.101833 + Penalty 3718.569285 = -12118001.532548 nChanged 1230 SP:Iteration 20F (9892.427765 sec): 3 clusters Score: Raw -12122363.963589 + Penalty 3718.569285 = -12118645.394305 nChanged 1163 SP:Iteration 21Q (9892.593680 sec): 3 clusters Score: Raw -12122978.467650 + Penalty 3718.569285 = -12119259.898365 nChanged 1108 SP:Iteration 22Q (9892.763888 sec): 3 clusters Score: Raw -12123520.559215 + Penalty 3718.569285 = -12119801.989931 nChanged 939 SP:Iteration 23Q (9892.934139 sec): 3 clusters Score: Raw -12123937.868254 + Penalty 3718.569285 = -12120219.298970 nChanged 815 SP:Iteration 24Q (9893.085495 sec): 3 clusters Score: Raw -12124252.347705 + Penalty 3718.569285 = -12120533.778420 nChanged 706 SP:Iteration 25Q (9893.252400 sec): 3 clusters Score: Raw -12124493.562595 + Penalty 3718.569285 = -12120774.993310 nChanged 615 SP:Iteration 26Q (9893.419543 sec): 3 clusters Score: Raw -12124685.464543 + Penalty 3718.569285 = -12120966.895258 nChanged 555 SP:Iteration 27Q (9893.585180 sec): 3 clusters Score: Raw -12124855.455876 + Penalty 3718.569285 = -12121136.886591 nChanged 528 SP:Iteration 28Q (9893.754950 sec): 3 clusters Score: Raw -12125002.845053 + Penalty 3718.569285 = -12121284.275769 nChanged 470 SP:Iteration 29Q (9893.923860 sec): 3 clusters Score: Raw -12125132.997278 + Penalty 3718.569285 = -12121414.427994 nChanged 423 SP:Iteration 30Q (9894.090684 sec): 3 clusters Score: Raw -12125235.280604 + Penalty 3718.569285 = -12121516.711319 nChanged 403 SP:Iteration 31Q (9894.257782 sec): 3 clusters Score: Raw -12125327.464058 + Penalty 3718.569285 = -12121608.894774 nChanged 369 SP:Iteration 32Q (9894.420345 sec): 3 clusters Score: Raw -12125403.373123 + Penalty 3718.569285 = -12121684.803838 nChanged 328 SP:Iteration 33Q (9894.584262 sec): 3 clusters Score: Raw -12125471.056728 + Penalty 3718.569285 = -12121752.487443 nChanged 334 SP:Iteration 34Q (9894.749267 sec): 3 clusters Score: Raw -12125538.896131 + Penalty 3718.569285 = -12121820.326846 nChanged 309 SP:Iteration 35Q (9894.914834 sec): 3 clusters Score: Raw -12125595.607757 + Penalty 3718.569285 = -12121877.038472 nChanged 265 SP:Iteration 36Q (9895.080420 sec): 3 clusters Score: Raw -12125641.795407 + Penalty 3718.569285 = -12121923.226122 nChanged 250 SP:Iteration 37Q (9895.241466 sec): 3 clusters Score: Raw -12125684.615724 + Penalty 3718.569285 = -12121966.046439 nChanged 261 SP:Iteration 38Q (9895.405788 sec): 3 clusters Score: Raw -12125725.337563 + Penalty 3718.569285 = -12122006.768278 nChanged 248 SP:Iteration 39Q (9895.570074 sec): 3 clusters Score: Raw -12125765.584682 + Penalty 3718.569285 = -12122047.015397 nChanged 229 SP:Iteration 40F (9895.751819 sec): 3 clusters Score: Raw -12125801.778569 + Penalty 3718.569285 = -12122083.209285 nChanged 221 SP:Iteration 41Q (9895.912408 sec): 3 clusters Score: Raw -12125836.059081 + Penalty 3718.569285 = -12122117.489796 nChanged 197 SP:Iteration 42Q (9896.075769 sec): 3 clusters Score: Raw -12125864.269122 + Penalty 3718.569285 = -12122145.699838 nChanged 179 SP:Iteration 43Q (9896.240786 sec): 3 clusters Score: Raw -12125889.578864 + Penalty 3718.569285 = -12122171.009579 nChanged 166 SP:Iteration 44Q (9896.390851 sec): 3 clusters Score: Raw -12125912.349811 + Penalty 3718.569285 = -12122193.780526 nChanged 165 SP:Iteration 45Q (9896.535649 sec): 3 clusters Score: Raw -12125936.477770 + Penalty 3718.569285 = -12122217.908485 nChanged 145 SP:Iteration 46Q (9896.698193 sec): 3 clusters Score: Raw -12125955.899130 + Penalty 3718.569285 = -12122237.329846 nChanged 137 SP:Iteration 47Q (9896.854537 sec): 3 clusters Score: Raw -12125972.106998 + Penalty 3718.569285 = -12122253.537713 nChanged 132 SP:Iteration 48Q (9897.016685 sec): 3 clusters Score: Raw -12125988.466669 + Penalty 3718.569285 = -12122269.897384 nChanged 120 SP:Iteration 49Q (9897.180947 sec): 3 clusters Score: Raw -12126004.041265 + Penalty 3718.569285 = -12122285.471981 nChanged 132 SP:Iteration 50Q (9897.342480 sec): 3 clusters Score: Raw -12126023.058442 + Penalty 3718.569285 = -12122304.489157 nChanged 139 SP:Iteration 51Q (9897.506909 sec): 3 clusters Score: Raw -12126042.392633 + Penalty 3718.569285 = -12122323.823348 nChanged 152 SP:Iteration 52Q (9897.663249 sec): 3 clusters Score: Raw -12126064.221254 + Penalty 3718.569285 = -12122345.651969 nChanged 137 SP:Iteration 53Q (9897.824595 sec): 3 clusters Score: Raw -12126084.238369 + Penalty 3718.569285 = -12122365.669084 nChanged 131 SP:Iteration 54Q (9897.977846 sec): 3 clusters Score: Raw -12126102.060921 + Penalty 3718.569285 = -12122383.491636 nChanged 125 SP:Iteration 55Q (9898.138997 sec): 3 clusters Score: Raw -12126118.796497 + Penalty 3718.569285 = -12122400.227213 nChanged 117 SP:Iteration 56Q (9898.291969 sec): 3 clusters Score: Raw -12126133.757180 + Penalty 3718.569285 = -12122415.187895 nChanged 111 SP:Iteration 57Q (9898.454317 sec): 3 clusters Score: Raw -12126146.934829 + Penalty 3718.569285 = -12122428.365545 nChanged 110 SP:Iteration 58Q (9898.616679 sec): 3 clusters Score: Raw -12126161.897269 + Penalty 3718.569285 = -12122443.327984 nChanged 114 SP:Iteration 59Q (9898.778612 sec): 3 clusters Score: Raw -12126177.457613 + Penalty 3718.569285 = -12122458.888328 nChanged 102 SP:Iteration 60F (9898.955919 sec): 3 clusters Score: Raw -12126191.428909 + Penalty 3718.569285 = -12122472.859624 nChanged 112 SP:Iteration 61Q (9899.117466 sec): 3 clusters Score: Raw -12126207.301561 + Penalty 3718.569285 = -12122488.732276 nChanged 112 SP:Iteration 62Q (9899.277510 sec): 3 clusters Score: Raw -12126223.066990 + Penalty 3718.569285 = -12122504.497705 nChanged 96 SP:Iteration 63Q (9899.428076 sec): 3 clusters Score: Raw -12126235.083963 + Penalty 3718.569285 = -12122516.514679 nChanged 88 SP:Iteration 64Q (9899.591503 sec): 3 clusters Score: Raw -12126248.643772 + Penalty 3718.569285 = -12122530.074487 nChanged 97 SP:Iteration 65Q (9899.751575 sec): 3 clusters Score: Raw -12126263.286224 + Penalty 3718.569285 = -12122544.716939 nChanged 82 SP:Iteration 66Q (9899.912706 sec): 3 clusters Score: Raw -12126273.616227 + Penalty 3718.569285 = -12122555.046942 nChanged 74 SP:Iteration 67Q (9900.073301 sec): 3 clusters Score: Raw -12126282.741605 + Penalty 3718.569285 = -12122564.172320 nChanged 77 SP:Iteration 68Q (9900.234990 sec): 3 clusters Score: Raw -12126293.031829 + Penalty 3718.569285 = -12122574.462544 nChanged 77 SP:Iteration 69Q (9900.392948 sec): 3 clusters Score: Raw -12126302.603943 + Penalty 3718.569285 = -12122584.034659 nChanged 76 SP:Iteration 70Q (9900.553260 sec): 3 clusters Score: Raw -12126313.345990 + Penalty 3718.569285 = -12122594.776706 nChanged 72 SP:Iteration 71Q (9900.710455 sec): 3 clusters Score: Raw -12126322.488703 + Penalty 3718.569285 = -12122603.919418 nChanged 81 SP:Iteration 72Q (9900.857178 sec): 3 clusters Score: Raw -12126332.716024 + Penalty 3718.569285 = -12122614.146739 nChanged 69 SP:Iteration 73Q (9901.013381 sec): 3 clusters Score: Raw -12126340.860655 + Penalty 3718.569285 = -12122622.291370 nChanged 69 SP:Iteration 74Q (9901.167586 sec): 3 clusters Score: Raw -12126350.069103 + Penalty 3718.569285 = -12122631.499818 nChanged 67 SP:Iteration 75Q (9901.327580 sec): 3 clusters Score: Raw -12126357.634559 + Penalty 3718.569285 = -12122639.065274 nChanged 59 SP:Iteration 76Q (9901.487565 sec): 3 clusters Score: Raw -12126365.353716 + Penalty 3718.569285 = -12122646.784432 nChanged 59 SP:Iteration 77Q (9901.641815 sec): 3 clusters Score: Raw -12126372.364807 + Penalty 3718.569285 = -12122653.795522 nChanged 48 SP:Iteration 78Q (9901.796546 sec): 3 clusters Score: Raw -12126379.402311 + Penalty 3718.569285 = -12122660.833026 nChanged 56 SP:Iteration 79Q (9901.945314 sec): 3 clusters Score: Raw -12126385.810654 + Penalty 3718.569285 = -12122667.241369 nChanged 46 SP:Iteration 80F (9902.129307 sec): 3 clusters Score: Raw -12126390.697647 + Penalty 3718.569285 = -12122672.128362 nChanged 43 SP:Iteration 81Q (9902.282527 sec): 3 clusters Score: Raw -12126395.697677 + Penalty 3718.569285 = -12122677.128392 nChanged 42 SP:Iteration 82Q (9902.442616 sec): 3 clusters Score: Raw -12126400.801777 + Penalty 3718.569285 = -12122682.232492 nChanged 57 SP:Iteration 83Q (9902.596744 sec): 3 clusters Score: Raw -12126407.230167 + Penalty 3718.569285 = -12122688.660882 nChanged 48 SP:Iteration 84Q (9902.750723 sec): 3 clusters Score: Raw -12126413.189473 + Penalty 3718.569285 = -12122694.620189 nChanged 47 SP:Iteration 85Q (9902.906193 sec): 3 clusters Score: Raw -12126418.303057 + Penalty 3718.569285 = -12122699.733772 nChanged 48 SP:Iteration 86Q (9903.066339 sec): 3 clusters Score: Raw -12126423.910672 + Penalty 3718.569285 = -12122705.341387 nChanged 51 SP:Iteration 87Q (9903.215562 sec): 3 clusters Score: Raw -12126430.228817 + Penalty 3718.569285 = -12122711.659532 nChanged 50 SP:Iteration 88Q (9903.375553 sec): 3 clusters Score: Raw -12126436.807813 + Penalty 3718.569285 = -12122718.238528 nChanged 52 SP:Iteration 89Q (9903.534735 sec): 3 clusters Score: Raw -12126444.610642 + Penalty 3718.569285 = -12122726.041357 nChanged 66 SP:Iteration 90Q (9903.684826 sec): 3 clusters Score: Raw -12126454.343896 + Penalty 3718.569285 = -12122735.774611 nChanged 60 SP:Iteration 91Q (9903.845643 sec): 3 clusters Score: Raw -12126462.486204 + Penalty 3718.569285 = -12122743.916919 nChanged 47 SP:Iteration 92Q (9903.998593 sec): 3 clusters Score: Raw -12126468.068802 + Penalty 3718.569285 = -12122749.499518 nChanged 39 SP:Iteration 93Q (9904.158801 sec): 3 clusters Score: Raw -12126472.734465 + Penalty 3718.569285 = -12122754.165180 nChanged 39 SP:Iteration 94Q (9904.317690 sec): 3 clusters Score: Raw -12126477.644668 + Penalty 3718.569285 = -12122759.075383 nChanged 41 SP:Iteration 95Q (9904.478838 sec): 3 clusters Score: Raw -12126482.903209 + Penalty 3718.569285 = -12122764.333924 nChanged 41 SP:Iteration 96Q (9904.637672 sec): 3 clusters Score: Raw -12126487.918547 + Penalty 3718.569285 = -12122769.349262 nChanged 39 SP:Iteration 97Q (9904.798111 sec): 3 clusters Score: Raw -12126493.298437 + Penalty 3718.569285 = -12122774.729152 nChanged 49 SP:Iteration 98Q (9904.948517 sec): 3 clusters Score: Raw -12126500.495915 + Penalty 3718.569285 = -12122781.926630 nChanged 58 SP:Iteration 99Q (9905.107188 sec): 3 clusters Score: Raw -12126509.960023 + Penalty 3718.569285 = -12122791.390738 nChanged 55 SP:Iteration 100F (9905.284729 sec): 3 clusters Score: Raw -12126518.376386 + Penalty 3718.569285 = -12122799.807101 nChanged 45 SP:Iteration 101Q (9905.435261 sec): 3 clusters Score: Raw -12126524.752197 + Penalty 3718.569285 = -12122806.182912 nChanged 36 SP:Iteration 102Q (9905.589038 sec): 3 clusters Score: Raw -12126529.626658 + Penalty 3718.569285 = -12122811.057373 nChanged 45 SP:Iteration 103Q (9905.745250 sec): 3 clusters Score: Raw -12126535.767798 + Penalty 3718.569285 = -12122817.198513 nChanged 32 SP:Iteration 104Q (9905.901651 sec): 3 clusters Score: Raw -12126539.544029 + Penalty 3718.569285 = -12122820.974744 nChanged 36 SP:Iteration 105Q (9906.054262 sec): 3 clusters Score: Raw -12126544.152274 + Penalty 3718.569285 = -12122825.582989 nChanged 31 SP:Iteration 106Q (9906.210278 sec): 3 clusters Score: Raw -12126547.803070 + Penalty 3718.569285 = -12122829.233785 nChanged 23 SP:Iteration 107Q (9906.368474 sec): 3 clusters Score: Raw -12126550.931039 + Penalty 3718.569285 = -12122832.361754 nChanged 30 SP:Iteration 108Q (9906.527980 sec): 3 clusters Score: Raw -12126555.420513 + Penalty 3718.569285 = -12122836.851229 nChanged 29 SP:Iteration 109Q (9906.688481 sec): 3 clusters Score: Raw -12126558.927562 + Penalty 3718.569285 = -12122840.358277 nChanged 21 SP:Iteration 110Q (9906.842036 sec): 3 clusters Score: Raw -12126561.465940 + Penalty 3718.569285 = -12122842.896655 nChanged 20 SP:Iteration 111Q (9907.000539 sec): 3 clusters Score: Raw -12126563.632869 + Penalty 3718.569285 = -12122845.063585 nChanged 18 SP:Iteration 112Q (9907.156017 sec): 3 clusters Score: Raw -12126565.888659 + Penalty 3718.569285 = -12122847.319374 nChanged 12 SP:Iteration 113Q (9907.305473 sec): 3 clusters Score: Raw -12126567.223833 + Penalty 3718.569285 = -12122848.654548 nChanged 10 SP:Iteration 114Q (9907.465689 sec): 3 clusters Score: Raw -12126568.736430 + Penalty 3718.569285 = -12122850.167145 nChanged 13 SP:Iteration 115Q (9907.625758 sec): 3 clusters Score: Raw -12126570.001654 + Penalty 3718.569285 = -12122851.432369 nChanged 7 SP:Iteration 116Q (9907.784708 sec): 3 clusters Score: Raw -12126570.822585 + Penalty 3718.569285 = -12122852.253300 nChanged 7 SP:Iteration 117Q (9907.942747 sec): 3 clusters Score: Raw -12126571.522304 + Penalty 3718.569285 = -12122852.953019 nChanged 6 SP:Iteration 118Q (9908.101412 sec): 3 clusters Score: Raw -12126571.994855 + Penalty 3718.569285 = -12122853.425570 nChanged 7 SP:Iteration 119Q (9908.259879 sec): 3 clusters Score: Raw -12126572.617613 + Penalty 3718.569285 = -12122854.048328 nChanged 5 SP:Iteration 120F (9908.441601 sec): 3 clusters Score: Raw -12126572.934645 + Penalty 3718.569285 = -12122854.365360 nChanged 2 SP:Iteration 121Q (9908.589319 sec): 3 clusters Score: Raw -12126573.032747 + Penalty 3718.569285 = -12122854.463462 nChanged 2 SP:Iteration 122Q (9908.746613 sec): 3 clusters Score: Raw -12126573.246757 + Penalty 3718.569285 = -12122854.677472 nChanged 2 SP:Iteration 123Q (9908.902146 sec): 3 clusters Score: Raw -12126573.467888 + Penalty 3718.569285 = -12122854.898604 nChanged 1 SP:Iteration 124Q (9909.059799 sec): 3 clusters Score: Raw -12126573.588394 + Penalty 3718.569285 = -12122855.019110 nChanged 1 SP:Iteration 125Q (9909.219729 sec): 3 clusters Score: Raw -12126573.659953 + Penalty 3718.569285 = -12122855.090668 nChanged 1 SP:Iteration 126Q (9909.371999 sec): 3 clusters Score: Raw -12126573.732773 + Penalty 3718.569285 = -12122855.163488 nChanged 1 SP:Iteration 127Q (9909.531095 sec): 3 clusters Score: Raw -12126573.820551 + Penalty 3718.569285 = -12122855.251266 nChanged 2 SP:Iteration 128Q (9909.681026 sec): 3 clusters Score: Raw -12126573.954385 + Penalty 3718.569285 = -12122855.385101 nChanged 2 SP:Iteration 129Q (9909.842146 sec): 3 clusters Score: Raw -12126574.085118 + Penalty 3718.569285 = -12122855.515833 nChanged 1 SP:Iteration 130Q (9909.987972 sec): 3 clusters Score: Raw -12126574.119770 + Penalty 3718.569285 = -12122855.550485 nChanged 2 SP:Iteration 131Q (9910.134195 sec): 3 clusters Score: Raw -12126574.233933 + Penalty 3718.569285 = -12122855.664648 nChanged 1 SP:Iteration 132Q (9910.288302 sec): 3 clusters Score: Raw -12126574.258634 + Penalty 3718.569285 = -12122855.689349 nChanged 1 SP:Iteration 133Q (9910.440118 sec): 3 clusters Score: Raw -12126574.283038 + Penalty 3718.569285 = -12122855.713753 nChanged 0 SP:Iteration 134F (9910.616242 sec): 3 clusters Score: Raw -12126574.283038 + Penalty 3718.569285 = -12122855.713753 nChanged 0 Trying to split cluster 20 (2142 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9910.638215 sec): 2 clusters Score: Raw -257278.517051 + Penalty 1246.292978 = -256032.224072 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9910.689903 sec): 3 clusters Score: Raw -256417.366052 + Penalty 2492.585957 = -253924.780095 nChanged 746 SP:Iteration 1F (9910.732152 sec): 3 clusters Score: Raw -256999.037928 + Penalty 2492.585957 = -254506.451972 nChanged 188 SP:Iteration 2F (9910.783253 sec): 3 clusters Score: Raw -257188.842623 + Penalty 2492.585957 = -254696.256666 nChanged 158 SP:Iteration 3F (9910.834382 sec): 3 clusters Score: Raw -257332.204370 + Penalty 2492.585957 = -254839.618413 nChanged 105 SP:Iteration 4Q (9910.885614 sec): 3 clusters Score: Raw -257427.162350 + Penalty 2492.585957 = -254934.576393 nChanged 67 SP:Iteration 5Q (9910.938116 sec): 3 clusters Score: Raw -257487.571450 + Penalty 2492.585957 = -254994.985494 nChanged 63 SP:Iteration 6Q (9910.990740 sec): 3 clusters Score: Raw -257554.707784 + Penalty 2492.585957 = -255062.121828 nChanged 60 SP:Iteration 7Q (9911.042178 sec): 3 clusters Score: Raw -257612.028579 + Penalty 2492.585957 = -255119.442623 nChanged 44 SP:Iteration 8Q (9911.095027 sec): 3 clusters Score: Raw -257654.569960 + Penalty 2492.585957 = -255161.984004 nChanged 35 SP:Iteration 9Q (9911.146842 sec): 3 clusters Score: Raw -257690.708714 + Penalty 2492.585957 = -255198.122758 nChanged 25 SP:Iteration 10Q (9911.198666 sec): 3 clusters Score: Raw -257718.945679 + Penalty 2492.585957 = -255226.359723 nChanged 28 SP:Iteration 11Q (9911.251114 sec): 3 clusters Score: Raw -257736.624261 + Penalty 2492.585957 = -255244.038305 nChanged 20 SP:Iteration 12Q (9911.292008 sec): 3 clusters Score: Raw -257754.882995 + Penalty 2492.585957 = -255262.297039 nChanged 20 SP:Iteration 13Q (9911.344436 sec): 3 clusters Score: Raw -257763.748616 + Penalty 2492.585957 = -255271.162660 nChanged 11 SP:Iteration 14Q (9911.385322 sec): 3 clusters Score: Raw -257769.953851 + Penalty 2492.585957 = -255277.367894 nChanged 9 SP:Iteration 15Q (9911.436408 sec): 3 clusters Score: Raw -257774.799501 + Penalty 2492.585957 = -255282.213545 nChanged 4 SP:Iteration 16Q (9911.483182 sec): 3 clusters Score: Raw -257778.859803 + Penalty 2492.585957 = -255286.273847 nChanged 13 SP:Iteration 17Q (9911.524075 sec): 3 clusters Score: Raw -257789.834594 + Penalty 2492.585957 = -255297.248637 nChanged 18 SP:Iteration 18Q (9911.576055 sec): 3 clusters Score: Raw -257806.744769 + Penalty 2492.585957 = -255314.158813 nChanged 26 SP:Iteration 19Q (9911.621539 sec): 3 clusters Score: Raw -257827.806902 + Penalty 2492.585957 = -255335.220946 nChanged 23 SP:Iteration 20F (9911.673761 sec): 3 clusters Score: Raw -257840.583174 + Penalty 2492.585957 = -255347.997217 nChanged 13 SP:Iteration 21Q (9911.715502 sec): 3 clusters Score: Raw -257849.436897 + Penalty 2492.585957 = -255356.850940 nChanged 18 SP:Iteration 22Q (9911.768155 sec): 3 clusters Score: Raw -257865.481053 + Penalty 2492.585957 = -255372.895097 nChanged 23 SP:Iteration 23Q (9911.814123 sec): 3 clusters Score: Raw -257877.258172 + Penalty 2492.585957 = -255384.672216 nChanged 13 SP:Iteration 24Q (9911.866421 sec): 3 clusters Score: Raw -257884.197597 + Penalty 2492.585957 = -255391.611640 nChanged 10 SP:Iteration 25Q (9911.919256 sec): 3 clusters Score: Raw -257891.589080 + Penalty 2492.585957 = -255399.003124 nChanged 7 SP:Iteration 26Q (9911.961059 sec): 3 clusters Score: Raw -257895.246585 + Penalty 2492.585957 = -255402.660628 nChanged 7 SP:Iteration 27Q (9912.013559 sec): 3 clusters Score: Raw -257897.746268 + Penalty 2492.585957 = -255405.160311 nChanged 7 SP:Iteration 28Q (9912.066029 sec): 3 clusters Score: Raw -257900.217103 + Penalty 2492.585957 = -255407.631146 nChanged 2 SP:Iteration 29Q (9912.117701 sec): 3 clusters Score: Raw -257901.357223 + Penalty 2492.585957 = -255408.771266 nChanged 3 SP:Iteration 30Q (9912.170343 sec): 3 clusters Score: Raw -257905.893457 + Penalty 2492.585957 = -255413.307500 nChanged 4 SP:Iteration 31Q (9912.221645 sec): 3 clusters Score: Raw -257908.049624 + Penalty 2492.585957 = -255415.463668 nChanged 1 SP:Iteration 32Q (9912.274474 sec): 3 clusters Score: Raw -257908.709755 + Penalty 2492.585957 = -255416.123799 nChanged 1 SP:Iteration 33Q (9912.326805 sec): 3 clusters Score: Raw -257909.503011 + Penalty 2492.585957 = -255416.917055 nChanged 1 SP:Iteration 34Q (9912.371899 sec): 3 clusters Score: Raw -257909.682232 + Penalty 2492.585957 = -255417.096276 nChanged 1 SP:Iteration 35Q (9912.424618 sec): 3 clusters Score: Raw -257910.419275 + Penalty 2492.585957 = -255417.833319 nChanged 2 SP:Iteration 36Q (9912.477354 sec): 3 clusters Score: Raw -257910.952668 + Penalty 2492.585957 = -255418.366712 nChanged 0 SP:Iteration 37F (9912.529918 sec): 3 clusters Score: Raw -257910.952668 + Penalty 2492.585957 = -255418.366712 nChanged 0 Trying to split cluster 21 (2131 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9912.569278 sec): 2 clusters Score: Raw -258300.400671 + Penalty 1245.456328 = -257054.944343 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9912.600580 sec): 3 clusters Score: Raw -257413.108239 + Penalty 2490.912655 = -254922.195583 nChanged 818 SP:Iteration 1F (9912.652165 sec): 3 clusters Score: Raw -258092.288242 + Penalty 2490.912655 = -255601.375586 nChanged 229 SP:Iteration 2F (9912.703877 sec): 3 clusters Score: Raw -258407.101031 + Penalty 2490.912655 = -255916.188376 nChanged 160 SP:Iteration 3F (9912.754448 sec): 3 clusters Score: Raw -258636.490045 + Penalty 2490.912655 = -256145.577390 nChanged 138 SP:Iteration 4F (9912.807453 sec): 3 clusters Score: Raw -258823.493432 + Penalty 2490.912655 = -256332.580776 nChanged 110 SP:Iteration 5F (9912.860228 sec): 3 clusters Score: Raw -258949.548520 + Penalty 2490.912655 = -256458.635865 nChanged 70 SP:Iteration 6Q (9912.912014 sec): 3 clusters Score: Raw -259017.119134 + Penalty 2490.912655 = -256526.206479 nChanged 42 SP:Iteration 7Q (9912.958517 sec): 3 clusters Score: Raw -259048.401704 + Penalty 2490.912655 = -256557.489048 nChanged 24 SP:Iteration 8Q (9912.998998 sec): 3 clusters Score: Raw -259079.699140 + Penalty 2490.912655 = -256588.786484 nChanged 25 SP:Iteration 9Q (9913.049877 sec): 3 clusters Score: Raw -259113.593378 + Penalty 2490.912655 = -256622.680723 nChanged 25 SP:Iteration 10Q (9913.096704 sec): 3 clusters Score: Raw -259135.633272 + Penalty 2490.912655 = -256644.720616 nChanged 17 SP:Iteration 11Q (9913.148333 sec): 3 clusters Score: Raw -259151.835825 + Penalty 2490.912655 = -256660.923169 nChanged 13 SP:Iteration 12Q (9913.201056 sec): 3 clusters Score: Raw -259161.649988 + Penalty 2490.912655 = -256670.737332 nChanged 7 SP:Iteration 13Q (9913.252711 sec): 3 clusters Score: Raw -259166.988957 + Penalty 2490.912655 = -256676.076302 nChanged 3 SP:Iteration 14Q (9913.304587 sec): 3 clusters Score: Raw -259168.734934 + Penalty 2490.912655 = -256677.822278 nChanged 1 SP:Iteration 15Q (9913.355040 sec): 3 clusters Score: Raw -259169.314612 + Penalty 2490.912655 = -256678.401956 nChanged 2 SP:Iteration 16Q (9913.407385 sec): 3 clusters Score: Raw -259172.398398 + Penalty 2490.912655 = -256681.485742 nChanged 4 SP:Iteration 17Q (9913.459404 sec): 3 clusters Score: Raw -259176.632593 + Penalty 2490.912655 = -256685.719937 nChanged 6 SP:Iteration 18Q (9913.509187 sec): 3 clusters Score: Raw -259182.127066 + Penalty 2490.912655 = -256691.214411 nChanged 13 SP:Iteration 19Q (9913.560347 sec): 3 clusters Score: Raw -259188.709629 + Penalty 2490.912655 = -256697.796973 nChanged 4 SP:Iteration 20F (9913.612190 sec): 3 clusters Score: Raw -259190.740150 + Penalty 2490.912655 = -256699.827495 nChanged 4 SP:Iteration 21Q (9913.675733 sec): 3 clusters Score: Raw -259194.747460 + Penalty 2490.912655 = -256703.834805 nChanged 8 SP:Iteration 22Q (9913.715815 sec): 3 clusters Score: Raw -259198.035783 + Penalty 2490.912655 = -256707.123128 nChanged 4 SP:Iteration 23Q (9913.767343 sec): 3 clusters Score: Raw -259201.691494 + Penalty 2490.912655 = -256710.778838 nChanged 6 SP:Iteration 24Q (9913.818856 sec): 3 clusters Score: Raw -259204.893177 + Penalty 2490.912655 = -256713.980522 nChanged 1 SP:Iteration 25Q (9913.865491 sec): 3 clusters Score: Raw -259205.427190 + Penalty 2490.912655 = -256714.514535 nChanged 3 SP:Iteration 26Q (9913.917201 sec): 3 clusters Score: Raw -259206.650680 + Penalty 2490.912655 = -256715.738025 nChanged 3 SP:Iteration 27Q (9913.967854 sec): 3 clusters Score: Raw -259208.076374 + Penalty 2490.912655 = -256717.163718 nChanged 3 SP:Iteration 28Q (9914.018888 sec): 3 clusters Score: Raw -259209.416923 + Penalty 2490.912655 = -256718.504268 nChanged 3 SP:Iteration 29Q (9914.069647 sec): 3 clusters Score: Raw -259210.696759 + Penalty 2490.912655 = -256719.784103 nChanged 2 SP:Iteration 30Q (9914.121577 sec): 3 clusters Score: Raw -259211.348139 + Penalty 2490.912655 = -256720.435483 nChanged 1 SP:Iteration 31Q (9914.172854 sec): 3 clusters Score: Raw -259211.856131 + Penalty 2490.912655 = -256720.943475 nChanged 1 SP:Iteration 32Q (9914.237289 sec): 3 clusters Score: Raw -259212.243669 + Penalty 2490.912655 = -256721.331013 nChanged 1 SP:Iteration 33Q (9914.278588 sec): 3 clusters Score: Raw -259212.747134 + Penalty 2490.912655 = -256721.834478 nChanged 1 SP:Iteration 34Q (9914.330417 sec): 3 clusters Score: Raw -259213.623358 + Penalty 2490.912655 = -256722.710703 nChanged 1 SP:Iteration 35Q (9914.382815 sec): 3 clusters Score: Raw -259214.431349 + Penalty 2490.912655 = -256723.518694 nChanged 0 SP:Iteration 36F (9914.436285 sec): 3 clusters Score: Raw -259214.431349 + Penalty 2490.912655 = -256723.518694 nChanged 0 Trying to split cluster 22 (5571 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9914.469042 sec): 2 clusters Score: Raw -706617.348350 + Penalty 1401.616101 = -705215.732249 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9914.527291 sec): 3 clusters Score: Raw -703712.389049 + Penalty 2803.232201 = -700909.156848 nChanged 2274 SP:Iteration 1F (9914.584073 sec): 3 clusters Score: Raw -705036.112784 + Penalty 2803.232201 = -702232.880582 nChanged 429 SP:Iteration 2F (9914.650708 sec): 3 clusters Score: Raw -705305.529756 + Penalty 2803.232201 = -702502.297555 nChanged 331 SP:Iteration 3F (9914.693594 sec): 3 clusters Score: Raw -705509.902790 + Penalty 2803.232201 = -702706.670589 nChanged 301 SP:Iteration 4F (9914.755542 sec): 3 clusters Score: Raw -705703.360800 + Penalty 2803.232201 = -702900.128599 nChanged 249 SP:Iteration 5Q (9914.808902 sec): 3 clusters Score: Raw -705894.352894 + Penalty 2803.232201 = -703091.120693 nChanged 273 SP:Iteration 6Q (9914.851313 sec): 3 clusters Score: Raw -706114.259801 + Penalty 2803.232201 = -703311.027600 nChanged 257 SP:Iteration 7Q (9914.900838 sec): 3 clusters Score: Raw -706303.357796 + Penalty 2803.232201 = -703500.125595 nChanged 233 SP:Iteration 8Q (9914.949555 sec): 3 clusters Score: Raw -706454.411211 + Penalty 2803.232201 = -703651.179009 nChanged 194 SP:Iteration 9Q (9915.011082 sec): 3 clusters Score: Raw -706577.355765 + Penalty 2803.232201 = -703774.123564 nChanged 186 SP:Iteration 10Q (9915.056364 sec): 3 clusters Score: Raw -706688.358844 + Penalty 2803.232201 = -703885.126642 nChanged 168 SP:Iteration 11Q (9915.116060 sec): 3 clusters Score: Raw -706770.734937 + Penalty 2803.232201 = -703967.502736 nChanged 134 SP:Iteration 12Q (9915.158433 sec): 3 clusters Score: Raw -706829.914594 + Penalty 2803.232201 = -704026.682393 nChanged 110 SP:Iteration 13Q (9915.219768 sec): 3 clusters Score: Raw -706888.376120 + Penalty 2803.232201 = -704085.143919 nChanged 112 SP:Iteration 14Q (9915.261712 sec): 3 clusters Score: Raw -706956.011370 + Penalty 2803.232201 = -704152.779169 nChanged 105 SP:Iteration 15Q (9915.313018 sec): 3 clusters Score: Raw -707028.326849 + Penalty 2803.232201 = -704225.094648 nChanged 94 SP:Iteration 16Q (9915.373455 sec): 3 clusters Score: Raw -707087.992492 + Penalty 2803.232201 = -704284.760290 nChanged 99 SP:Iteration 17Q (9915.416456 sec): 3 clusters Score: Raw -707156.847741 + Penalty 2803.232201 = -704353.615539 nChanged 106 SP:Iteration 18Q (9915.467264 sec): 3 clusters Score: Raw -707208.184771 + Penalty 2803.232201 = -704404.952570 nChanged 87 SP:Iteration 19Q (9915.520228 sec): 3 clusters Score: Raw -707239.947777 + Penalty 2803.232201 = -704436.715576 nChanged 65 SP:Iteration 20F (9915.571904 sec): 3 clusters Score: Raw -707259.292721 + Penalty 2803.232201 = -704456.060520 nChanged 54 SP:Iteration 21Q (9915.631242 sec): 3 clusters Score: Raw -707275.001941 + Penalty 2803.232201 = -704471.769740 nChanged 47 SP:Iteration 22Q (9915.679739 sec): 3 clusters Score: Raw -707288.702852 + Penalty 2803.232201 = -704485.470651 nChanged 52 SP:Iteration 23Q (9915.717473 sec): 3 clusters Score: Raw -707305.737480 + Penalty 2803.232201 = -704502.505279 nChanged 45 SP:Iteration 24Q (9915.768667 sec): 3 clusters Score: Raw -707319.254569 + Penalty 2803.232201 = -704516.022368 nChanged 41 SP:Iteration 25Q (9915.826083 sec): 3 clusters Score: Raw -707333.667860 + Penalty 2803.232201 = -704530.435659 nChanged 39 SP:Iteration 26Q (9915.883556 sec): 3 clusters Score: Raw -707347.464423 + Penalty 2803.232201 = -704544.232222 nChanged 46 SP:Iteration 27Q (9915.929055 sec): 3 clusters Score: Raw -707362.936068 + Penalty 2803.232201 = -704559.703867 nChanged 35 SP:Iteration 28Q (9915.979595 sec): 3 clusters Score: Raw -707375.411154 + Penalty 2803.232201 = -704572.178953 nChanged 32 SP:Iteration 29Q (9916.036943 sec): 3 clusters Score: Raw -707384.338187 + Penalty 2803.232201 = -704581.105986 nChanged 18 SP:Iteration 30Q (9916.095004 sec): 3 clusters Score: Raw -707389.239562 + Penalty 2803.232201 = -704586.007360 nChanged 19 SP:Iteration 31Q (9916.138092 sec): 3 clusters Score: Raw -707394.907792 + Penalty 2803.232201 = -704591.675591 nChanged 20 SP:Iteration 32Q (9916.195161 sec): 3 clusters Score: Raw -707400.050897 + Penalty 2803.232201 = -704596.818696 nChanged 26 SP:Iteration 33Q (9916.265287 sec): 3 clusters Score: Raw -707408.213098 + Penalty 2803.232201 = -704604.980896 nChanged 26 SP:Iteration 34Q (9916.311930 sec): 3 clusters Score: Raw -707416.889627 + Penalty 2803.232201 = -704613.657426 nChanged 30 SP:Iteration 35Q (9916.369309 sec): 3 clusters Score: Raw -707431.436997 + Penalty 2803.232201 = -704628.204796 nChanged 32 SP:Iteration 36Q (9916.426558 sec): 3 clusters Score: Raw -707447.103401 + Penalty 2803.232201 = -704643.871200 nChanged 29 SP:Iteration 37Q (9916.483994 sec): 3 clusters Score: Raw -707458.472154 + Penalty 2803.232201 = -704655.239952 nChanged 30 SP:Iteration 38Q (9916.553807 sec): 3 clusters Score: Raw -707468.994594 + Penalty 2803.232201 = -704665.762393 nChanged 25 SP:Iteration 39Q (9916.598505 sec): 3 clusters Score: Raw -707477.582536 + Penalty 2803.232201 = -704674.350335 nChanged 21 SP:Iteration 40F (9916.657306 sec): 3 clusters Score: Raw -707484.744224 + Penalty 2803.232201 = -704681.512023 nChanged 21 SP:Iteration 41Q (9916.714821 sec): 3 clusters Score: Raw -707492.015422 + Penalty 2803.232201 = -704688.783221 nChanged 14 SP:Iteration 42Q (9916.771797 sec): 3 clusters Score: Raw -707495.860355 + Penalty 2803.232201 = -704692.628154 nChanged 14 SP:Iteration 43Q (9916.829610 sec): 3 clusters Score: Raw -707500.135148 + Penalty 2803.232201 = -704696.902947 nChanged 18 SP:Iteration 44Q (9916.881882 sec): 3 clusters Score: Raw -707505.405763 + Penalty 2803.232201 = -704702.173562 nChanged 15 SP:Iteration 45Q (9916.939052 sec): 3 clusters Score: Raw -707509.170528 + Penalty 2803.232201 = -704705.938327 nChanged 15 SP:Iteration 46Q (9916.995129 sec): 3 clusters Score: Raw -707514.369607 + Penalty 2803.232201 = -704711.137406 nChanged 16 SP:Iteration 47Q (9917.052698 sec): 3 clusters Score: Raw -707519.053452 + Penalty 2803.232201 = -704715.821251 nChanged 7 SP:Iteration 48Q (9917.109676 sec): 3 clusters Score: Raw -707521.103693 + Penalty 2803.232201 = -704717.871492 nChanged 10 SP:Iteration 49Q (9917.167052 sec): 3 clusters Score: Raw -707524.666521 + Penalty 2803.232201 = -704721.434320 nChanged 10 SP:Iteration 50Q (9917.219830 sec): 3 clusters Score: Raw -707528.290421 + Penalty 2803.232201 = -704725.058219 nChanged 15 SP:Iteration 51Q (9917.271786 sec): 3 clusters Score: Raw -707533.305480 + Penalty 2803.232201 = -704730.073279 nChanged 13 SP:Iteration 52Q (9917.328836 sec): 3 clusters Score: Raw -707537.769810 + Penalty 2803.232201 = -704734.537609 nChanged 14 SP:Iteration 53Q (9917.385390 sec): 3 clusters Score: Raw -707540.924084 + Penalty 2803.232201 = -704737.691883 nChanged 13 SP:Iteration 54Q (9917.442170 sec): 3 clusters Score: Raw -707545.883837 + Penalty 2803.232201 = -704742.651636 nChanged 22 SP:Iteration 55Q (9917.499920 sec): 3 clusters Score: Raw -707554.614524 + Penalty 2803.232201 = -704751.382323 nChanged 18 SP:Iteration 56Q (9917.556822 sec): 3 clusters Score: Raw -707559.358203 + Penalty 2803.232201 = -704756.126001 nChanged 13 SP:Iteration 57Q (9917.612022 sec): 3 clusters Score: Raw -707564.242045 + Penalty 2803.232201 = -704761.009844 nChanged 13 SP:Iteration 58Q (9917.664887 sec): 3 clusters Score: Raw -707568.268556 + Penalty 2803.232201 = -704765.036355 nChanged 11 SP:Iteration 59Q (9917.721901 sec): 3 clusters Score: Raw -707573.459969 + Penalty 2803.232201 = -704770.227768 nChanged 12 SP:Iteration 60F (9917.782093 sec): 3 clusters Score: Raw -707579.140832 + Penalty 2803.232201 = -704775.908631 nChanged 16 SP:Iteration 61Q (9917.827705 sec): 3 clusters Score: Raw -707588.568414 + Penalty 2803.232201 = -704785.336213 nChanged 17 SP:Iteration 62Q (9917.885355 sec): 3 clusters Score: Raw -707600.136594 + Penalty 2803.232201 = -704796.904393 nChanged 23 SP:Iteration 63Q (9917.941825 sec): 3 clusters Score: Raw -707617.563413 + Penalty 2803.232201 = -704814.331212 nChanged 17 SP:Iteration 64Q (9917.989219 sec): 3 clusters Score: Raw -707637.174628 + Penalty 2803.232201 = -704833.942427 nChanged 26 SP:Iteration 65Q (9918.045917 sec): 3 clusters Score: Raw -707677.518842 + Penalty 2803.232201 = -704874.286641 nChanged 47 SP:Iteration 66Q (9918.103251 sec): 3 clusters Score: Raw -707749.584366 + Penalty 2803.232201 = -704946.352164 nChanged 47 SP:Iteration 67Q (9918.149713 sec): 3 clusters Score: Raw -707827.065837 + Penalty 2803.232201 = -705023.833635 nChanged 45 SP:Iteration 68Q (9918.204320 sec): 3 clusters Score: Raw -707936.284869 + Penalty 2803.232201 = -705133.052668 nChanged 39 SP:Iteration 69Q (9918.260166 sec): 3 clusters Score: Raw -708025.050848 + Penalty 2803.232201 = -705221.818647 nChanged 24 SP:Iteration 70Q (9918.308261 sec): 3 clusters Score: Raw -708082.419069 + Penalty 2803.232201 = -705279.186868 nChanged 20 SP:Iteration 71Q (9918.362746 sec): 3 clusters Score: Raw -708096.398013 + Penalty 2803.232201 = -705293.165811 nChanged 6 SP:Iteration 72Q (9918.418748 sec): 3 clusters Score: Raw -708099.156980 + Penalty 2803.232201 = -705295.924779 nChanged 3 SP:Iteration 73Q (9918.464916 sec): 3 clusters Score: Raw -708099.917484 + Penalty 2803.232201 = -705296.685283 nChanged 1 SP:Iteration 74Q (9918.517172 sec): 3 clusters Score: Raw -708100.114358 + Penalty 2803.232201 = -705296.882156 nChanged 0 SP:Iteration 75F (9918.574928 sec): 3 clusters Score: Raw -708100.114358 + Penalty 2803.232201 = -705296.882156 nChanged 0 Score: Raw -99970355.918525 + Penalty 74897.837694 = -99895458.080831 Splitting cluster 22 changes total score from -99896177.491212 to -99895458.080831 So it's not getting split. Trying to split cluster 23 (32079 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9935.488000 sec): 2 clusters Score: Raw -4050947.787091 + Penalty 1686.092995 = -4049261.694096 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9935.587754 sec): 3 clusters Score: Raw -4030940.405690 + Penalty 3372.185989 = -4027568.219701 nChanged 14889 SP:Iteration 1F (9935.671195 sec): 3 clusters Score: Raw -4039301.566446 + Penalty 3372.185989 = -4035929.380457 nChanged 1358 SP:Iteration 2Q (9935.759676 sec): 3 clusters Score: Raw -4039728.571643 + Penalty 3372.185989 = -4036356.385654 nChanged 1283 SP:Iteration 3Q (9935.857921 sec): 3 clusters Score: Raw -4040154.542145 + Penalty 3372.185989 = -4036782.356156 nChanged 1317 SP:Iteration 4Q (9935.961009 sec): 3 clusters Score: Raw -4040622.032066 + Penalty 3372.185989 = -4037249.846077 nChanged 1401 SP:Iteration 5Q (9936.052275 sec): 3 clusters Score: Raw -4041157.617474 + Penalty 3372.185989 = -4037785.431485 nChanged 1421 SP:Iteration 6Q (9936.139535 sec): 3 clusters Score: Raw -4041724.130855 + Penalty 3372.185989 = -4038351.944866 nChanged 1427 SP:Iteration 7Q (9936.237257 sec): 3 clusters Score: Raw -4042319.581488 + Penalty 3372.185989 = -4038947.395499 nChanged 1448 SP:Iteration 8Q (9936.334053 sec): 3 clusters Score: Raw -4043051.622290 + Penalty 3372.185989 = -4039679.436301 nChanged 1472 SP:Iteration 9Q (9936.425525 sec): 3 clusters Score: Raw -4043916.984232 + Penalty 3372.185989 = -4040544.798243 nChanged 1564 SP:Iteration 10Q (9936.522870 sec): 3 clusters Score: Raw -4044911.539842 + Penalty 3372.185989 = -4041539.353853 nChanged 1538 SP:Iteration 11Q (9936.619567 sec): 3 clusters Score: Raw -4045808.215060 + Penalty 3372.185989 = -4042436.029071 nChanged 1345 SP:Iteration 12Q (9936.716555 sec): 3 clusters Score: Raw -4046510.362121 + Penalty 3372.185989 = -4043138.176132 nChanged 1108 SP:Iteration 13Q (9936.813488 sec): 3 clusters Score: Raw -4046974.867090 + Penalty 3372.185989 = -4043602.681101 nChanged 855 SP:Iteration 14Q (9936.899842 sec): 3 clusters Score: Raw -4047271.163813 + Penalty 3372.185989 = -4043898.977824 nChanged 635 SP:Iteration 15Q (9936.996259 sec): 3 clusters Score: Raw -4047449.595458 + Penalty 3372.185989 = -4044077.409469 nChanged 517 SP:Iteration 16Q (9937.098442 sec): 3 clusters Score: Raw -4047568.082836 + Penalty 3372.185989 = -4044195.896847 nChanged 383 SP:Iteration 17Q (9937.188801 sec): 3 clusters Score: Raw -4047650.109825 + Penalty 3372.185989 = -4044277.923836 nChanged 380 SP:Iteration 18Q (9937.275609 sec): 3 clusters Score: Raw -4047733.231829 + Penalty 3372.185989 = -4044361.045840 nChanged 347 SP:Iteration 19Q (9937.365719 sec): 3 clusters Score: Raw -4047812.245696 + Penalty 3372.185989 = -4044440.059706 nChanged 366 SP:Iteration 20F (9937.462213 sec): 3 clusters Score: Raw -4047894.916516 + Penalty 3372.185989 = -4044522.730527 nChanged 336 SP:Iteration 21Q (9937.557185 sec): 3 clusters Score: Raw -4047963.197849 + Penalty 3372.185989 = -4044591.011860 nChanged 321 SP:Iteration 22Q (9937.646233 sec): 3 clusters Score: Raw -4048032.741476 + Penalty 3372.185989 = -4044660.555487 nChanged 327 SP:Iteration 23Q (9937.738709 sec): 3 clusters Score: Raw -4048110.218662 + Penalty 3372.185989 = -4044738.032673 nChanged 340 SP:Iteration 24Q (9937.833481 sec): 3 clusters Score: Raw -4048199.241637 + Penalty 3372.185989 = -4044827.055648 nChanged 357 SP:Iteration 25Q (9937.920020 sec): 3 clusters Score: Raw -4048303.450660 + Penalty 3372.185989 = -4044931.264671 nChanged 370 SP:Iteration 26Q (9938.010783 sec): 3 clusters Score: Raw -4048425.224820 + Penalty 3372.185989 = -4045053.038831 nChanged 400 SP:Iteration 27Q (9938.101979 sec): 3 clusters Score: Raw -4048570.709903 + Penalty 3372.185989 = -4045198.523913 nChanged 434 SP:Iteration 28Q (9938.189602 sec): 3 clusters Score: Raw -4048771.210222 + Penalty 3372.185989 = -4045399.024233 nChanged 527 SP:Iteration 29Q (9938.281471 sec): 3 clusters Score: Raw -4049061.005977 + Penalty 3372.185989 = -4045688.819988 nChanged 548 SP:Iteration 30Q (9938.376915 sec): 3 clusters Score: Raw -4049408.443587 + Penalty 3372.185989 = -4046036.257598 nChanged 554 SP:Iteration 31Q (9938.463271 sec): 3 clusters Score: Raw -4049775.558176 + Penalty 3372.185989 = -4046403.372187 nChanged 507 SP:Iteration 32Q (9938.556656 sec): 3 clusters Score: Raw -4050067.022243 + Penalty 3372.185989 = -4046694.836254 nChanged 457 SP:Iteration 33Q (9938.649735 sec): 3 clusters Score: Raw -4050304.466653 + Penalty 3372.185989 = -4046932.280664 nChanged 399 SP:Iteration 34Q (9938.738932 sec): 3 clusters Score: Raw -4050498.203796 + Penalty 3372.185989 = -4047126.017807 nChanged 357 SP:Iteration 35Q (9938.829723 sec): 3 clusters Score: Raw -4050652.111886 + Penalty 3372.185989 = -4047279.925897 nChanged 318 SP:Iteration 36Q (9938.916785 sec): 3 clusters Score: Raw -4050767.943259 + Penalty 3372.185989 = -4047395.757270 nChanged 264 SP:Iteration 37Q (9939.000053 sec): 3 clusters Score: Raw -4050847.049128 + Penalty 3372.185989 = -4047474.863139 nChanged 222 SP:Iteration 38Q (9939.090497 sec): 3 clusters Score: Raw -4050906.262146 + Penalty 3372.185989 = -4047534.076157 nChanged 151 SP:Iteration 39Q (9939.180212 sec): 3 clusters Score: Raw -4050940.739179 + Penalty 3372.185989 = -4047568.553190 nChanged 152 SP:Iteration 40F (9939.276550 sec): 3 clusters Score: Raw -4050988.966149 + Penalty 3372.185989 = -4047616.780160 nChanged 143 SP:Iteration 41Q (9939.359378 sec): 3 clusters Score: Raw -4051021.580492 + Penalty 3372.185989 = -4047649.394503 nChanged 139 SP:Iteration 42Q (9939.450372 sec): 3 clusters Score: Raw -4051049.295065 + Penalty 3372.185989 = -4047677.109076 nChanged 103 SP:Iteration 43Q (9939.534010 sec): 3 clusters Score: Raw -4051067.036227 + Penalty 3372.185989 = -4047694.850238 nChanged 98 SP:Iteration 44Q (9939.624459 sec): 3 clusters Score: Raw -4051083.668947 + Penalty 3372.185989 = -4047711.482958 nChanged 99 SP:Iteration 45Q (9939.713509 sec): 3 clusters Score: Raw -4051099.630142 + Penalty 3372.185989 = -4047727.444153 nChanged 81 SP:Iteration 46Q (9939.802195 sec): 3 clusters Score: Raw -4051110.506025 + Penalty 3372.185989 = -4047738.320036 nChanged 76 SP:Iteration 47Q (9939.892094 sec): 3 clusters Score: Raw -4051119.916698 + Penalty 3372.185989 = -4047747.730709 nChanged 54 SP:Iteration 48Q (9939.975556 sec): 3 clusters Score: Raw -4051126.096788 + Penalty 3372.185989 = -4047753.910799 nChanged 44 SP:Iteration 49Q (9940.065001 sec): 3 clusters Score: Raw -4051130.553999 + Penalty 3372.185989 = -4047758.368010 nChanged 49 SP:Iteration 50Q (9940.155068 sec): 3 clusters Score: Raw -4051135.577248 + Penalty 3372.185989 = -4047763.391259 nChanged 58 SP:Iteration 51Q (9940.252041 sec): 3 clusters Score: Raw -4051141.574578 + Penalty 3372.185989 = -4047769.388588 nChanged 48 SP:Iteration 52Q (9940.333710 sec): 3 clusters Score: Raw -4051146.092920 + Penalty 3372.185989 = -4047773.906931 nChanged 45 SP:Iteration 53Q (9940.422443 sec): 3 clusters Score: Raw -4051150.507906 + Penalty 3372.185989 = -4047778.321917 nChanged 52 SP:Iteration 54Q (9940.507454 sec): 3 clusters Score: Raw -4051156.345458 + Penalty 3372.185989 = -4047784.159469 nChanged 53 SP:Iteration 55Q (9940.597622 sec): 3 clusters Score: Raw -4051161.649426 + Penalty 3372.185989 = -4047789.463437 nChanged 40 SP:Iteration 56Q (9940.686517 sec): 3 clusters Score: Raw -4051165.477564 + Penalty 3372.185989 = -4047793.291575 nChanged 39 SP:Iteration 57Q (9940.776211 sec): 3 clusters Score: Raw -4051169.881435 + Penalty 3372.185989 = -4047797.695446 nChanged 49 SP:Iteration 58Q (9940.865444 sec): 3 clusters Score: Raw -4051175.716592 + Penalty 3372.185989 = -4047803.530603 nChanged 61 SP:Iteration 59Q (9940.955418 sec): 3 clusters Score: Raw -4051182.468773 + Penalty 3372.185989 = -4047810.282784 nChanged 48 SP:Iteration 60F (9941.051848 sec): 3 clusters Score: Raw -4051188.428717 + Penalty 3372.185989 = -4047816.242728 nChanged 57 SP:Iteration 61Q (9941.141176 sec): 3 clusters Score: Raw -4051196.540784 + Penalty 3372.185989 = -4047824.354795 nChanged 56 SP:Iteration 62Q (9941.230304 sec): 3 clusters Score: Raw -4051203.394802 + Penalty 3372.185989 = -4047831.208813 nChanged 43 SP:Iteration 63Q (9941.315063 sec): 3 clusters Score: Raw -4051208.768909 + Penalty 3372.185989 = -4047836.582920 nChanged 51 SP:Iteration 64Q (9941.403603 sec): 3 clusters Score: Raw -4051215.681951 + Penalty 3372.185989 = -4047843.495962 nChanged 57 SP:Iteration 65Q (9941.488324 sec): 3 clusters Score: Raw -4051222.402173 + Penalty 3372.185989 = -4047850.216184 nChanged 38 SP:Iteration 66Q (9941.558266 sec): 3 clusters Score: Raw -4051226.083318 + Penalty 3372.185989 = -4047853.897329 nChanged 32 SP:Iteration 67Q (9941.646511 sec): 3 clusters Score: Raw -4051229.403560 + Penalty 3372.185989 = -4047857.217571 nChanged 40 SP:Iteration 68Q (9941.733202 sec): 3 clusters Score: Raw -4051234.776879 + Penalty 3372.185989 = -4047862.590890 nChanged 41 SP:Iteration 69Q (9941.822780 sec): 3 clusters Score: Raw -4051240.014894 + Penalty 3372.185989 = -4047867.828905 nChanged 43 SP:Iteration 70Q (9941.917999 sec): 3 clusters Score: Raw -4051245.446858 + Penalty 3372.185989 = -4047873.260869 nChanged 54 SP:Iteration 71Q (9941.998962 sec): 3 clusters Score: Raw -4051252.127685 + Penalty 3372.185989 = -4047879.941696 nChanged 49 SP:Iteration 72Q (9942.087349 sec): 3 clusters Score: Raw -4051259.114105 + Penalty 3372.185989 = -4047886.928116 nChanged 53 SP:Iteration 73Q (9942.175738 sec): 3 clusters Score: Raw -4051266.689764 + Penalty 3372.185989 = -4047894.503775 nChanged 40 SP:Iteration 74Q (9942.264192 sec): 3 clusters Score: Raw -4051272.488003 + Penalty 3372.185989 = -4047900.302014 nChanged 45 SP:Iteration 75Q (9942.340347 sec): 3 clusters Score: Raw -4051278.490690 + Penalty 3372.185989 = -4047906.304701 nChanged 46 SP:Iteration 76Q (9942.418693 sec): 3 clusters Score: Raw -4051285.200532 + Penalty 3372.185989 = -4047913.014543 nChanged 48 SP:Iteration 77Q (9942.507406 sec): 3 clusters Score: Raw -4051291.081668 + Penalty 3372.185989 = -4047918.895679 nChanged 40 SP:Iteration 78Q (9942.596148 sec): 3 clusters Score: Raw -4051295.630913 + Penalty 3372.185989 = -4047923.444924 nChanged 31 SP:Iteration 79Q (9942.666730 sec): 3 clusters Score: Raw -4051299.065882 + Penalty 3372.185989 = -4047926.879893 nChanged 33 SP:Iteration 80F (9942.762315 sec): 3 clusters Score: Raw -4051302.978056 + Penalty 3372.185989 = -4047930.792067 nChanged 40 SP:Iteration 81Q (9942.843296 sec): 3 clusters Score: Raw -4051307.722670 + Penalty 3372.185989 = -4047935.536681 nChanged 38 SP:Iteration 82Q (9942.931313 sec): 3 clusters Score: Raw -4051311.841449 + Penalty 3372.185989 = -4047939.655460 nChanged 29 SP:Iteration 83Q (9943.019619 sec): 3 clusters Score: Raw -4051315.008810 + Penalty 3372.185989 = -4047942.822821 nChanged 22 SP:Iteration 84Q (9943.092802 sec): 3 clusters Score: Raw -4051316.913832 + Penalty 3372.185989 = -4047944.727843 nChanged 21 SP:Iteration 85Q (9943.180266 sec): 3 clusters Score: Raw -4051319.347980 + Penalty 3372.185989 = -4047947.161991 nChanged 17 SP:Iteration 86Q (9943.268304 sec): 3 clusters Score: Raw -4051321.157386 + Penalty 3372.185989 = -4047948.971397 nChanged 16 SP:Iteration 87Q (9943.356753 sec): 3 clusters Score: Raw -4051322.773113 + Penalty 3372.185989 = -4047950.587124 nChanged 17 SP:Iteration 88Q (9943.432387 sec): 3 clusters Score: Raw -4051324.513250 + Penalty 3372.185989 = -4047952.327261 nChanged 17 SP:Iteration 89Q (9943.518555 sec): 3 clusters Score: Raw -4051326.473592 + Penalty 3372.185989 = -4047954.287603 nChanged 11 SP:Iteration 90Q (9943.606449 sec): 3 clusters Score: Raw -4051328.037089 + Penalty 3372.185989 = -4047955.851100 nChanged 13 SP:Iteration 91Q (9943.692725 sec): 3 clusters Score: Raw -4051329.565835 + Penalty 3372.185989 = -4047957.379846 nChanged 16 SP:Iteration 92Q (9943.782023 sec): 3 clusters Score: Raw -4051331.535589 + Penalty 3372.185989 = -4047959.349600 nChanged 15 SP:Iteration 93Q (9943.869132 sec): 3 clusters Score: Raw -4051333.147528 + Penalty 3372.185989 = -4047960.961539 nChanged 16 SP:Iteration 94Q (9943.943312 sec): 3 clusters Score: Raw -4051334.558125 + Penalty 3372.185989 = -4047962.372136 nChanged 16 SP:Iteration 95Q (9944.031517 sec): 3 clusters Score: Raw -4051336.193668 + Penalty 3372.185989 = -4047964.007679 nChanged 24 SP:Iteration 96Q (9944.119877 sec): 3 clusters Score: Raw -4051338.306561 + Penalty 3372.185989 = -4047966.120572 nChanged 20 SP:Iteration 97Q (9944.207475 sec): 3 clusters Score: Raw -4051340.344335 + Penalty 3372.185989 = -4047968.158346 nChanged 12 SP:Iteration 98Q (9944.284521 sec): 3 clusters Score: Raw -4051341.371842 + Penalty 3372.185989 = -4047969.185853 nChanged 9 SP:Iteration 99Q (9944.368274 sec): 3 clusters Score: Raw -4051342.099799 + Penalty 3372.185989 = -4047969.913810 nChanged 6 SP:Iteration 100F (9944.464505 sec): 3 clusters Score: Raw -4051342.449569 + Penalty 3372.185989 = -4047970.263580 nChanged 4 SP:Iteration 101Q (9944.551559 sec): 3 clusters Score: Raw -4051342.626421 + Penalty 3372.185989 = -4047970.440432 nChanged 3 SP:Iteration 102Q (9944.639441 sec): 3 clusters Score: Raw -4051342.853727 + Penalty 3372.185989 = -4047970.667738 nChanged 5 SP:Iteration 103Q (9944.727673 sec): 3 clusters Score: Raw -4051343.246262 + Penalty 3372.185989 = -4047971.060272 nChanged 4 SP:Iteration 104Q (9944.814251 sec): 3 clusters Score: Raw -4051343.539928 + Penalty 3372.185989 = -4047971.353939 nChanged 4 SP:Iteration 105Q (9944.902881 sec): 3 clusters Score: Raw -4051343.771118 + Penalty 3372.185989 = -4047971.585129 nChanged 2 SP:Iteration 106Q (9944.990157 sec): 3 clusters Score: Raw -4051343.870329 + Penalty 3372.185989 = -4047971.684340 nChanged 1 SP:Iteration 107Q (9945.062813 sec): 3 clusters Score: Raw -4051343.956227 + Penalty 3372.185989 = -4047971.770238 nChanged 2 SP:Iteration 108Q (9945.150313 sec): 3 clusters Score: Raw -4051344.243510 + Penalty 3372.185989 = -4047972.057521 nChanged 3 SP:Iteration 109Q (9945.238716 sec): 3 clusters Score: Raw -4051344.419605 + Penalty 3372.185989 = -4047972.233616 nChanged 6 SP:Iteration 110Q (9945.326711 sec): 3 clusters Score: Raw -4051344.782730 + Penalty 3372.185989 = -4047972.596741 nChanged 5 SP:Iteration 111Q (9945.415405 sec): 3 clusters Score: Raw -4051345.098943 + Penalty 3372.185989 = -4047972.912954 nChanged 5 SP:Iteration 112Q (9945.504081 sec): 3 clusters Score: Raw -4051345.363445 + Penalty 3372.185989 = -4047973.177456 nChanged 9 SP:Iteration 113Q (9945.581126 sec): 3 clusters Score: Raw -4051345.842425 + Penalty 3372.185989 = -4047973.656436 nChanged 4 SP:Iteration 114Q (9945.674893 sec): 3 clusters Score: Raw -4051346.052852 + Penalty 3372.185989 = -4047973.866863 nChanged 3 SP:Iteration 115Q (9945.751338 sec): 3 clusters Score: Raw -4051346.249419 + Penalty 3372.185989 = -4047974.063430 nChanged 4 SP:Iteration 116Q (9945.839135 sec): 3 clusters Score: Raw -4051346.503349 + Penalty 3372.185989 = -4047974.317360 nChanged 3 SP:Iteration 117Q (9945.926169 sec): 3 clusters Score: Raw -4051346.732313 + Penalty 3372.185989 = -4047974.546323 nChanged 1 SP:Iteration 118Q (9946.014733 sec): 3 clusters Score: Raw -4051346.785160 + Penalty 3372.185989 = -4047974.599171 nChanged 2 SP:Iteration 119Q (9946.102776 sec): 3 clusters Score: Raw -4051346.946481 + Penalty 3372.185989 = -4047974.760492 nChanged 3 SP:Iteration 120F (9946.194482 sec): 3 clusters Score: Raw -4051347.127838 + Penalty 3372.185989 = -4047974.941849 nChanged 2 SP:Iteration 121Q (9946.274745 sec): 3 clusters Score: Raw -4051347.313708 + Penalty 3372.185989 = -4047975.127719 nChanged 1 SP:Iteration 122Q (9946.361717 sec): 3 clusters Score: Raw -4051347.442171 + Penalty 3372.185989 = -4047975.256182 nChanged 1 SP:Iteration 123Q (9946.448643 sec): 3 clusters Score: Raw -4051347.487638 + Penalty 3372.185989 = -4047975.301649 nChanged 0 SP:Iteration 124F (9946.545153 sec): 3 clusters Score: Raw -4051347.487638 + Penalty 3372.185989 = -4047975.301649 nChanged 0 Trying to split cluster 24 (8449 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9946.575824 sec): 2 clusters Score: Raw -1126544.870893 + Penalty 1469.293048 = -1125075.577845 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9946.632558 sec): 3 clusters Score: Raw -1121803.305063 + Penalty 2938.586095 = -1118864.718968 nChanged 3645 SP:Iteration 1F (9946.693091 sec): 3 clusters Score: Raw -1123908.721059 + Penalty 2938.586095 = -1120970.134963 nChanged 562 SP:Iteration 2F (9946.755138 sec): 3 clusters Score: Raw -1124186.720845 + Penalty 2938.586095 = -1121248.134749 nChanged 426 SP:Iteration 3F (9946.816741 sec): 3 clusters Score: Raw -1124362.429350 + Penalty 2938.586095 = -1121423.843255 nChanged 346 SP:Iteration 4Q (9946.878197 sec): 3 clusters Score: Raw -1124495.477974 + Penalty 2938.586095 = -1121556.891878 nChanged 289 SP:Iteration 5Q (9946.933986 sec): 3 clusters Score: Raw -1124618.135971 + Penalty 2938.586095 = -1121679.549876 nChanged 297 SP:Iteration 6Q (9946.994581 sec): 3 clusters Score: Raw -1124732.677851 + Penalty 2938.586095 = -1121794.091756 nChanged 228 SP:Iteration 7Q (9947.044172 sec): 3 clusters Score: Raw -1124826.126423 + Penalty 2938.586095 = -1121887.540328 nChanged 237 SP:Iteration 8Q (9947.105511 sec): 3 clusters Score: Raw -1124922.124217 + Penalty 2938.586095 = -1121983.538122 nChanged 243 SP:Iteration 9Q (9947.167929 sec): 3 clusters Score: Raw -1125015.464959 + Penalty 2938.586095 = -1122076.878864 nChanged 220 SP:Iteration 10Q (9947.229661 sec): 3 clusters Score: Raw -1125096.342558 + Penalty 2938.586095 = -1122157.756463 nChanged 205 SP:Iteration 11Q (9947.289281 sec): 3 clusters Score: Raw -1125173.813058 + Penalty 2938.586095 = -1122235.226963 nChanged 187 SP:Iteration 12Q (9947.350450 sec): 3 clusters Score: Raw -1125254.559423 + Penalty 2938.586095 = -1122315.973327 nChanged 206 SP:Iteration 13Q (9947.411013 sec): 3 clusters Score: Raw -1125343.995597 + Penalty 2938.586095 = -1122405.409501 nChanged 211 SP:Iteration 14Q (9947.473451 sec): 3 clusters Score: Raw -1125425.447838 + Penalty 2938.586095 = -1122486.861743 nChanged 201 SP:Iteration 15Q (9947.534910 sec): 3 clusters Score: Raw -1125519.482202 + Penalty 2938.586095 = -1122580.896107 nChanged 219 SP:Iteration 16Q (9947.595240 sec): 3 clusters Score: Raw -1125622.633075 + Penalty 2938.586095 = -1122684.046979 nChanged 211 SP:Iteration 17Q (9947.650992 sec): 3 clusters Score: Raw -1125722.554578 + Penalty 2938.586095 = -1122783.968483 nChanged 198 SP:Iteration 18Q (9947.712152 sec): 3 clusters Score: Raw -1125797.936172 + Penalty 2938.586095 = -1122859.350076 nChanged 184 SP:Iteration 19Q (9947.773805 sec): 3 clusters Score: Raw -1125869.995250 + Penalty 2938.586095 = -1122931.409154 nChanged 152 SP:Iteration 20F (9947.846027 sec): 3 clusters Score: Raw -1125924.130342 + Penalty 2938.586095 = -1122985.544246 nChanged 136 SP:Iteration 21Q (9947.895135 sec): 3 clusters Score: Raw -1125974.474907 + Penalty 2938.586095 = -1123035.888812 nChanged 132 SP:Iteration 22Q (9947.944926 sec): 3 clusters Score: Raw -1126022.380077 + Penalty 2938.586095 = -1123083.793982 nChanged 125 SP:Iteration 23Q (9948.005851 sec): 3 clusters Score: Raw -1126069.123545 + Penalty 2938.586095 = -1123130.537449 nChanged 129 SP:Iteration 24Q (9948.065857 sec): 3 clusters Score: Raw -1126120.155622 + Penalty 2938.586095 = -1123181.569527 nChanged 125 SP:Iteration 25Q (9948.126371 sec): 3 clusters Score: Raw -1126169.626677 + Penalty 2938.586095 = -1123231.040581 nChanged 121 SP:Iteration 26Q (9948.182263 sec): 3 clusters Score: Raw -1126216.468042 + Penalty 2938.586095 = -1123277.881947 nChanged 121 SP:Iteration 27Q (9948.242106 sec): 3 clusters Score: Raw -1126270.163854 + Penalty 2938.586095 = -1123331.577759 nChanged 111 SP:Iteration 28Q (9948.302241 sec): 3 clusters Score: Raw -1126319.698217 + Penalty 2938.586095 = -1123381.112122 nChanged 125 SP:Iteration 29Q (9948.362462 sec): 3 clusters Score: Raw -1126374.576103 + Penalty 2938.586095 = -1123435.990008 nChanged 105 SP:Iteration 30Q (9948.422323 sec): 3 clusters Score: Raw -1126424.053505 + Penalty 2938.586095 = -1123485.467409 nChanged 90 SP:Iteration 31Q (9948.482848 sec): 3 clusters Score: Raw -1126466.657875 + Penalty 2938.586095 = -1123528.071779 nChanged 81 SP:Iteration 32Q (9948.543316 sec): 3 clusters Score: Raw -1126503.392704 + Penalty 2938.586095 = -1123564.806608 nChanged 71 SP:Iteration 33Q (9948.593207 sec): 3 clusters Score: Raw -1126537.866438 + Penalty 2938.586095 = -1123599.280343 nChanged 64 SP:Iteration 34Q (9948.653704 sec): 3 clusters Score: Raw -1126562.463458 + Penalty 2938.586095 = -1123623.877362 nChanged 51 SP:Iteration 35Q (9948.713752 sec): 3 clusters Score: Raw -1126580.393142 + Penalty 2938.586095 = -1123641.807046 nChanged 54 SP:Iteration 36Q (9948.769122 sec): 3 clusters Score: Raw -1126602.095827 + Penalty 2938.586095 = -1123663.509731 nChanged 54 SP:Iteration 37Q (9948.841271 sec): 3 clusters Score: Raw -1126628.012776 + Penalty 2938.586095 = -1123689.426681 nChanged 58 SP:Iteration 38Q (9948.889385 sec): 3 clusters Score: Raw -1126666.635036 + Penalty 2938.586095 = -1123728.048941 nChanged 57 SP:Iteration 39Q (9948.948757 sec): 3 clusters Score: Raw -1126707.623844 + Penalty 2938.586095 = -1123769.037749 nChanged 58 SP:Iteration 40F (9949.011032 sec): 3 clusters Score: Raw -1126742.051030 + Penalty 2938.586095 = -1123803.464934 nChanged 39 SP:Iteration 41Q (9949.070732 sec): 3 clusters Score: Raw -1126757.904756 + Penalty 2938.586095 = -1123819.318661 nChanged 33 SP:Iteration 42Q (9949.129563 sec): 3 clusters Score: Raw -1126768.893066 + Penalty 2938.586095 = -1123830.306971 nChanged 26 SP:Iteration 43Q (9949.187754 sec): 3 clusters Score: Raw -1126775.048907 + Penalty 2938.586095 = -1123836.462812 nChanged 10 SP:Iteration 44Q (9949.247419 sec): 3 clusters Score: Raw -1126776.918438 + Penalty 2938.586095 = -1123838.332343 nChanged 5 SP:Iteration 45Q (9949.303615 sec): 3 clusters Score: Raw -1126777.721997 + Penalty 2938.586095 = -1123839.135902 nChanged 3 SP:Iteration 46Q (9949.374614 sec): 3 clusters Score: Raw -1126778.245045 + Penalty 2938.586095 = -1123839.658950 nChanged 8 SP:Iteration 47Q (9949.416041 sec): 3 clusters Score: Raw -1126780.123652 + Penalty 2938.586095 = -1123841.537557 nChanged 5 SP:Iteration 48Q (9949.464958 sec): 3 clusters Score: Raw -1126781.127971 + Penalty 2938.586095 = -1123842.541875 nChanged 4 SP:Iteration 49Q (9949.536341 sec): 3 clusters Score: Raw -1126781.702770 + Penalty 2938.586095 = -1123843.116675 nChanged 2 SP:Iteration 50Q (9949.572349 sec): 3 clusters Score: Raw -1126781.920632 + Penalty 2938.586095 = -1123843.334536 nChanged 2 SP:Iteration 51Q (9949.631068 sec): 3 clusters Score: Raw -1126782.293123 + Penalty 2938.586095 = -1123843.707028 nChanged 0 SP:Iteration 52F (9949.692829 sec): 3 clusters Score: Raw -1126782.293123 + Penalty 2938.586095 = -1123843.707028 nChanged 0 Trying to split cluster 25 (7521 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9949.726225 sec): 2 clusters Score: Raw -1013097.581685 + Penalty 1450.386338 = -1011647.195347 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9949.787715 sec): 3 clusters Score: Raw -1009025.696817 + Penalty 2900.772676 = -1006124.924141 nChanged 3182 SP:Iteration 1F (9949.848239 sec): 3 clusters Score: Raw -1010808.652458 + Penalty 2900.772676 = -1007907.879782 nChanged 525 SP:Iteration 2F (9949.908653 sec): 3 clusters Score: Raw -1011088.228162 + Penalty 2900.772676 = -1008187.455486 nChanged 461 SP:Iteration 3F (9949.969009 sec): 3 clusters Score: Raw -1011341.948662 + Penalty 2900.772676 = -1008441.175986 nChanged 450 SP:Iteration 4F (9950.028918 sec): 3 clusters Score: Raw -1011617.686197 + Penalty 2900.772676 = -1008716.913521 nChanged 440 SP:Iteration 5F (9950.090931 sec): 3 clusters Score: Raw -1011928.369907 + Penalty 2900.772676 = -1009027.597231 nChanged 449 SP:Iteration 6F (9950.140030 sec): 3 clusters Score: Raw -1012264.111685 + Penalty 2900.772676 = -1009363.339010 nChanged 425 SP:Iteration 7F (9950.200361 sec): 3 clusters Score: Raw -1012640.842401 + Penalty 2900.772676 = -1009740.069725 nChanged 348 SP:Iteration 8Q (9950.260674 sec): 3 clusters Score: Raw -1012921.233917 + Penalty 2900.772676 = -1010020.461242 nChanged 279 SP:Iteration 9Q (9950.318832 sec): 3 clusters Score: Raw -1013104.591950 + Penalty 2900.772676 = -1010203.819275 nChanged 186 SP:Iteration 10Q (9950.369115 sec): 3 clusters Score: Raw -1013207.247920 + Penalty 2900.772676 = -1010306.475245 nChanged 144 SP:Iteration 11Q (9950.428855 sec): 3 clusters Score: Raw -1013295.170841 + Penalty 2900.772676 = -1010394.398165 nChanged 110 SP:Iteration 12Q (9950.488737 sec): 3 clusters Score: Raw -1013358.530617 + Penalty 2900.772676 = -1010457.757941 nChanged 94 SP:Iteration 13Q (9950.548285 sec): 3 clusters Score: Raw -1013400.404063 + Penalty 2900.772676 = -1010499.631387 nChanged 64 SP:Iteration 14Q (9950.607407 sec): 3 clusters Score: Raw -1013428.842855 + Penalty 2900.772676 = -1010528.070179 nChanged 58 SP:Iteration 15Q (9950.667342 sec): 3 clusters Score: Raw -1013458.415149 + Penalty 2900.772676 = -1010557.642474 nChanged 40 SP:Iteration 16Q (9950.725347 sec): 3 clusters Score: Raw -1013478.914730 + Penalty 2900.772676 = -1010578.142054 nChanged 51 SP:Iteration 17Q (9950.783891 sec): 3 clusters Score: Raw -1013502.634692 + Penalty 2900.772676 = -1010601.862016 nChanged 43 SP:Iteration 18Q (9950.838915 sec): 3 clusters Score: Raw -1013522.252202 + Penalty 2900.772676 = -1010621.479526 nChanged 36 SP:Iteration 19Q (9950.897861 sec): 3 clusters Score: Raw -1013536.488607 + Penalty 2900.772676 = -1010635.715931 nChanged 29 SP:Iteration 20F (9950.958080 sec): 3 clusters Score: Raw -1013548.385793 + Penalty 2900.772676 = -1010647.613117 nChanged 25 SP:Iteration 21Q (9951.017677 sec): 3 clusters Score: Raw -1013556.775801 + Penalty 2900.772676 = -1010656.003125 nChanged 18 SP:Iteration 22Q (9951.076798 sec): 3 clusters Score: Raw -1013560.954242 + Penalty 2900.772676 = -1010660.181567 nChanged 12 SP:Iteration 23Q (9951.126811 sec): 3 clusters Score: Raw -1013564.151600 + Penalty 2900.772676 = -1010663.378924 nChanged 5 SP:Iteration 24Q (9951.185499 sec): 3 clusters Score: Raw -1013565.924000 + Penalty 2900.772676 = -1010665.151324 nChanged 4 SP:Iteration 25Q (9951.243696 sec): 3 clusters Score: Raw -1013567.049998 + Penalty 2900.772676 = -1010666.277322 nChanged 6 SP:Iteration 26Q (9951.303832 sec): 3 clusters Score: Raw -1013568.234493 + Penalty 2900.772676 = -1010667.461818 nChanged 4 SP:Iteration 27Q (9951.362746 sec): 3 clusters Score: Raw -1013569.237096 + Penalty 2900.772676 = -1010668.464421 nChanged 3 SP:Iteration 28Q (9951.413991 sec): 3 clusters Score: Raw -1013570.059032 + Penalty 2900.772676 = -1010669.286356 nChanged 5 SP:Iteration 29Q (9951.472570 sec): 3 clusters Score: Raw -1013571.216360 + Penalty 2900.772676 = -1010670.443684 nChanged 6 SP:Iteration 30Q (9951.542655 sec): 3 clusters Score: Raw -1013573.908560 + Penalty 2900.772676 = -1010673.135884 nChanged 9 SP:Iteration 31Q (9951.589298 sec): 3 clusters Score: Raw -1013576.944695 + Penalty 2900.772676 = -1010676.172019 nChanged 8 SP:Iteration 32Q (9951.636978 sec): 3 clusters Score: Raw -1013579.311242 + Penalty 2900.772676 = -1010678.538566 nChanged 5 SP:Iteration 33Q (9951.696983 sec): 3 clusters Score: Raw -1013580.651216 + Penalty 2900.772676 = -1010679.878540 nChanged 7 SP:Iteration 34Q (9951.755813 sec): 3 clusters Score: Raw -1013582.487301 + Penalty 2900.772676 = -1010681.714625 nChanged 3 SP:Iteration 35Q (9951.814324 sec): 3 clusters Score: Raw -1013583.814429 + Penalty 2900.772676 = -1010683.041754 nChanged 6 SP:Iteration 36Q (9951.873392 sec): 3 clusters Score: Raw -1013585.665791 + Penalty 2900.772676 = -1010684.893115 nChanged 11 SP:Iteration 37Q (9951.928147 sec): 3 clusters Score: Raw -1013589.434682 + Penalty 2900.772676 = -1010688.662006 nChanged 8 SP:Iteration 38Q (9951.987631 sec): 3 clusters Score: Raw -1013591.106230 + Penalty 2900.772676 = -1010690.333554 nChanged 3 SP:Iteration 39Q (9952.055601 sec): 3 clusters Score: Raw -1013591.724737 + Penalty 2900.772676 = -1010690.952062 nChanged 4 SP:Iteration 40F (9952.098149 sec): 3 clusters Score: Raw -1013592.545590 + Penalty 2900.772676 = -1010691.772914 nChanged 7 SP:Iteration 41Q (9952.156965 sec): 3 clusters Score: Raw -1013594.574715 + Penalty 2900.772676 = -1010693.802039 nChanged 8 SP:Iteration 42Q (9952.215247 sec): 3 clusters Score: Raw -1013596.371860 + Penalty 2900.772676 = -1010695.599185 nChanged 7 SP:Iteration 43Q (9952.273994 sec): 3 clusters Score: Raw -1013598.481190 + Penalty 2900.772676 = -1010697.708515 nChanged 6 SP:Iteration 44Q (9952.332434 sec): 3 clusters Score: Raw -1013600.489353 + Penalty 2900.772676 = -1010699.716677 nChanged 5 SP:Iteration 45Q (9952.384980 sec): 3 clusters Score: Raw -1013602.232732 + Penalty 2900.772676 = -1010701.460057 nChanged 4 SP:Iteration 46Q (9952.442977 sec): 3 clusters Score: Raw -1013604.215479 + Penalty 2900.772676 = -1010703.442803 nChanged 6 SP:Iteration 47Q (9952.499509 sec): 3 clusters Score: Raw -1013606.230755 + Penalty 2900.772676 = -1010705.458080 nChanged 7 SP:Iteration 48Q (9952.570182 sec): 3 clusters Score: Raw -1013608.571241 + Penalty 2900.772676 = -1010707.798565 nChanged 7 SP:Iteration 49Q (9952.617213 sec): 3 clusters Score: Raw -1013610.967454 + Penalty 2900.772676 = -1010710.194778 nChanged 10 SP:Iteration 50Q (9952.670180 sec): 3 clusters Score: Raw -1013615.883043 + Penalty 2900.772676 = -1010715.110367 nChanged 14 SP:Iteration 51Q (9952.728816 sec): 3 clusters Score: Raw -1013619.053089 + Penalty 2900.772676 = -1010718.280413 nChanged 4 SP:Iteration 52Q (9952.799229 sec): 3 clusters Score: Raw -1013620.119709 + Penalty 2900.772676 = -1010719.347033 nChanged 3 SP:Iteration 53Q (9952.842187 sec): 3 clusters Score: Raw -1013620.893905 + Penalty 2900.772676 = -1010720.121230 nChanged 3 SP:Iteration 54Q (9952.901232 sec): 3 clusters Score: Raw -1013621.624084 + Penalty 2900.772676 = -1010720.851408 nChanged 5 SP:Iteration 55Q (9952.959518 sec): 3 clusters Score: Raw -1013623.620495 + Penalty 2900.772676 = -1010722.847819 nChanged 11 SP:Iteration 56Q (9953.018934 sec): 3 clusters Score: Raw -1013627.643957 + Penalty 2900.772676 = -1010726.871282 nChanged 7 SP:Iteration 57Q (9953.077345 sec): 3 clusters Score: Raw -1013631.210887 + Penalty 2900.772676 = -1010730.438211 nChanged 6 SP:Iteration 58Q (9953.136705 sec): 3 clusters Score: Raw -1013633.394020 + Penalty 2900.772676 = -1010732.621344 nChanged 7 SP:Iteration 59Q (9953.195132 sec): 3 clusters Score: Raw -1013635.597893 + Penalty 2900.772676 = -1010734.825218 nChanged 2 SP:Iteration 60F (9953.250523 sec): 3 clusters Score: Raw -1013636.082688 + Penalty 2900.772676 = -1010735.310012 nChanged 1 SP:Iteration 61Q (9953.310046 sec): 3 clusters Score: Raw -1013636.487417 + Penalty 2900.772676 = -1010735.714741 nChanged 2 SP:Iteration 62Q (9953.368081 sec): 3 clusters Score: Raw -1013637.306177 + Penalty 2900.772676 = -1010736.533501 nChanged 4 SP:Iteration 63Q (9953.426477 sec): 3 clusters Score: Raw -1013638.585583 + Penalty 2900.772676 = -1010737.812908 nChanged 5 SP:Iteration 64Q (9953.484415 sec): 3 clusters Score: Raw -1013639.696266 + Penalty 2900.772676 = -1010738.923590 nChanged 1 SP:Iteration 65Q (9953.543130 sec): 3 clusters Score: Raw -1013639.914300 + Penalty 2900.772676 = -1010739.141624 nChanged 1 SP:Iteration 66Q (9953.613122 sec): 3 clusters Score: Raw -1013640.092825 + Penalty 2900.772676 = -1010739.320149 nChanged 0 SP:Iteration 67F (9953.650365 sec): 3 clusters Score: Raw -1013640.092825 + Penalty 2900.772676 = -1010739.320149 nChanged 0 Trying to split cluster 26 (6388 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9953.694253 sec): 2 clusters Score: Raw -862750.617128 + Penalty 1423.853683 = -861326.763445 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9953.741877 sec): 3 clusters Score: Raw -859303.237315 + Penalty 2847.707366 = -856455.529949 nChanged 2649 SP:Iteration 1F (9953.800490 sec): 3 clusters Score: Raw -860778.856303 + Penalty 2847.707366 = -857931.148938 nChanged 452 SP:Iteration 2F (9953.858886 sec): 3 clusters Score: Raw -861016.209307 + Penalty 2847.707366 = -858168.501941 nChanged 367 SP:Iteration 3F (9953.920577 sec): 3 clusters Score: Raw -861194.970763 + Penalty 2847.707366 = -858347.263397 nChanged 287 SP:Iteration 4Q (9953.975386 sec): 3 clusters Score: Raw -861348.736985 + Penalty 2847.707366 = -858501.029619 nChanged 314 SP:Iteration 5Q (9954.022480 sec): 3 clusters Score: Raw -861536.268409 + Penalty 2847.707366 = -858688.561043 nChanged 302 SP:Iteration 6Q (9954.084728 sec): 3 clusters Score: Raw -861703.301250 + Penalty 2847.707366 = -858855.593884 nChanged 291 SP:Iteration 7Q (9954.131797 sec): 3 clusters Score: Raw -861865.638321 + Penalty 2847.707366 = -859017.930956 nChanged 264 SP:Iteration 8Q (9954.190347 sec): 3 clusters Score: Raw -862000.371376 + Penalty 2847.707366 = -859152.664010 nChanged 236 SP:Iteration 9Q (9954.239000 sec): 3 clusters Score: Raw -862140.486061 + Penalty 2847.707366 = -859292.778695 nChanged 220 SP:Iteration 10Q (9954.297499 sec): 3 clusters Score: Raw -862270.445994 + Penalty 2847.707366 = -859422.738629 nChanged 210 SP:Iteration 11Q (9954.354542 sec): 3 clusters Score: Raw -862387.564608 + Penalty 2847.707366 = -859539.857242 nChanged 191 SP:Iteration 12Q (9954.409923 sec): 3 clusters Score: Raw -862489.212315 + Penalty 2847.707366 = -859641.504949 nChanged 172 SP:Iteration 13Q (9954.479619 sec): 3 clusters Score: Raw -862584.459297 + Penalty 2847.707366 = -859736.751931 nChanged 140 SP:Iteration 14Q (9954.526727 sec): 3 clusters Score: Raw -862663.158292 + Penalty 2847.707366 = -859815.450926 nChanged 124 SP:Iteration 15Q (9954.596966 sec): 3 clusters Score: Raw -862731.369784 + Penalty 2847.707366 = -859883.662418 nChanged 98 SP:Iteration 16Q (9954.643422 sec): 3 clusters Score: Raw -862785.897497 + Penalty 2847.707366 = -859938.190131 nChanged 89 SP:Iteration 17Q (9954.695601 sec): 3 clusters Score: Raw -862832.321793 + Penalty 2847.707366 = -859984.614427 nChanged 76 SP:Iteration 18Q (9954.747007 sec): 3 clusters Score: Raw -862865.501630 + Penalty 2847.707366 = -860017.794265 nChanged 60 SP:Iteration 19Q (9954.804846 sec): 3 clusters Score: Raw -862894.761184 + Penalty 2847.707366 = -860047.053818 nChanged 62 SP:Iteration 20F (9954.851848 sec): 3 clusters Score: Raw -862922.038441 + Penalty 2847.707366 = -860074.331075 nChanged 57 SP:Iteration 21Q (9954.903960 sec): 3 clusters Score: Raw -862951.712417 + Penalty 2847.707366 = -860104.005052 nChanged 60 SP:Iteration 22Q (9954.962674 sec): 3 clusters Score: Raw -862977.959873 + Penalty 2847.707366 = -860130.252508 nChanged 44 SP:Iteration 23Q (9955.021645 sec): 3 clusters Score: Raw -862993.830015 + Penalty 2847.707366 = -860146.122649 nChanged 41 SP:Iteration 24Q (9955.075570 sec): 3 clusters Score: Raw -863008.896831 + Penalty 2847.707366 = -860161.189465 nChanged 34 SP:Iteration 25Q (9955.133335 sec): 3 clusters Score: Raw -863020.954858 + Penalty 2847.707366 = -860173.247493 nChanged 21 SP:Iteration 26Q (9955.191809 sec): 3 clusters Score: Raw -863025.496516 + Penalty 2847.707366 = -860177.789151 nChanged 15 SP:Iteration 27Q (9955.243637 sec): 3 clusters Score: Raw -863029.152454 + Penalty 2847.707366 = -860181.445089 nChanged 13 SP:Iteration 28Q (9955.292913 sec): 3 clusters Score: Raw -863033.099086 + Penalty 2847.707366 = -860185.391720 nChanged 13 SP:Iteration 29Q (9955.343185 sec): 3 clusters Score: Raw -863037.033836 + Penalty 2847.707366 = -860189.326470 nChanged 11 SP:Iteration 30Q (9955.396598 sec): 3 clusters Score: Raw -863040.479932 + Penalty 2847.707366 = -860192.772566 nChanged 10 SP:Iteration 31Q (9955.447203 sec): 3 clusters Score: Raw -863043.161659 + Penalty 2847.707366 = -860195.454293 nChanged 9 SP:Iteration 32Q (9955.499438 sec): 3 clusters Score: Raw -863046.324347 + Penalty 2847.707366 = -860198.616981 nChanged 9 SP:Iteration 33Q (9955.549697 sec): 3 clusters Score: Raw -863048.160984 + Penalty 2847.707366 = -860200.453618 nChanged 9 SP:Iteration 34Q (9955.601624 sec): 3 clusters Score: Raw -863050.548178 + Penalty 2847.707366 = -860202.840812 nChanged 7 SP:Iteration 35Q (9955.660361 sec): 3 clusters Score: Raw -863052.383646 + Penalty 2847.707366 = -860204.676281 nChanged 9 SP:Iteration 36Q (9955.718490 sec): 3 clusters Score: Raw -863054.721445 + Penalty 2847.707366 = -860207.014080 nChanged 4 SP:Iteration 37Q (9955.776344 sec): 3 clusters Score: Raw -863055.502029 + Penalty 2847.707366 = -860207.794663 nChanged 8 SP:Iteration 38Q (9955.832763 sec): 3 clusters Score: Raw -863056.961827 + Penalty 2847.707366 = -860209.254462 nChanged 5 SP:Iteration 39Q (9955.890297 sec): 3 clusters Score: Raw -863058.462784 + Penalty 2847.707366 = -860210.755418 nChanged 4 SP:Iteration 40F (9955.937374 sec): 3 clusters Score: Raw -863059.401356 + Penalty 2847.707366 = -860211.693990 nChanged 3 SP:Iteration 41Q (9955.995514 sec): 3 clusters Score: Raw -863059.780048 + Penalty 2847.707366 = -860212.072683 nChanged 1 SP:Iteration 42Q (9956.065014 sec): 3 clusters Score: Raw -863059.912617 + Penalty 2847.707366 = -860212.205252 nChanged 2 SP:Iteration 43Q (9956.102562 sec): 3 clusters Score: Raw -863060.488642 + Penalty 2847.707366 = -860212.781276 nChanged 4 SP:Iteration 44Q (9956.160330 sec): 3 clusters Score: Raw -863061.337746 + Penalty 2847.707366 = -860213.630380 nChanged 2 SP:Iteration 45Q (9956.218704 sec): 3 clusters Score: Raw -863062.358700 + Penalty 2847.707366 = -860214.651334 nChanged 3 SP:Iteration 46Q (9956.276702 sec): 3 clusters Score: Raw -863062.882937 + Penalty 2847.707366 = -860215.175571 nChanged 1 SP:Iteration 47Q (9956.334304 sec): 3 clusters Score: Raw -863063.498812 + Penalty 2847.707366 = -860215.791446 nChanged 0 SP:Iteration 48F (9956.392580 sec): 3 clusters Score: Raw -863063.498812 + Penalty 2847.707366 = -860215.791446 nChanged 0 Trying to split cluster 27 (7402 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9956.414122 sec): 2 clusters Score: Raw -958926.637407 + Penalty 1447.794646 = -957478.842761 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9956.474854 sec): 3 clusters Score: Raw -954853.799946 + Penalty 2895.589292 = -951958.210654 nChanged 3103 SP:Iteration 1F (9956.529234 sec): 3 clusters Score: Raw -956493.787381 + Penalty 2895.589292 = -953598.198090 nChanged 553 SP:Iteration 2F (9956.589849 sec): 3 clusters Score: Raw -956821.841306 + Penalty 2895.589292 = -953926.252015 nChanged 502 SP:Iteration 3F (9956.650294 sec): 3 clusters Score: Raw -957170.842315 + Penalty 2895.589292 = -954275.253023 nChanged 496 SP:Iteration 4F (9956.710587 sec): 3 clusters Score: Raw -957515.594078 + Penalty 2895.589292 = -954620.004786 nChanged 425 SP:Iteration 5F (9956.760015 sec): 3 clusters Score: Raw -957833.871372 + Penalty 2895.589292 = -954938.282080 nChanged 411 SP:Iteration 6F (9956.820176 sec): 3 clusters Score: Raw -958193.700749 + Penalty 2895.589292 = -955298.111457 nChanged 400 SP:Iteration 7F (9956.880729 sec): 3 clusters Score: Raw -958505.218060 + Penalty 2895.589292 = -955609.628768 nChanged 333 SP:Iteration 8Q (9956.940327 sec): 3 clusters Score: Raw -958755.770950 + Penalty 2895.589292 = -955860.181659 nChanged 315 SP:Iteration 9Q (9957.000683 sec): 3 clusters Score: Raw -958975.396847 + Penalty 2895.589292 = -956079.807555 nChanged 274 SP:Iteration 10Q (9957.052827 sec): 3 clusters Score: Raw -959147.678402 + Penalty 2895.589292 = -956252.089110 nChanged 218 SP:Iteration 11Q (9957.110295 sec): 3 clusters Score: Raw -959282.353570 + Penalty 2895.589292 = -956386.764278 nChanged 183 SP:Iteration 12Q (9957.169950 sec): 3 clusters Score: Raw -959395.860884 + Penalty 2895.589292 = -956500.271593 nChanged 160 SP:Iteration 13Q (9957.230269 sec): 3 clusters Score: Raw -959484.416512 + Penalty 2895.589292 = -956588.827220 nChanged 137 SP:Iteration 14Q (9957.283625 sec): 3 clusters Score: Raw -959556.075544 + Penalty 2895.589292 = -956660.486253 nChanged 127 SP:Iteration 15Q (9957.343524 sec): 3 clusters Score: Raw -959618.291090 + Penalty 2895.589292 = -956722.701799 nChanged 106 SP:Iteration 16Q (9957.404070 sec): 3 clusters Score: Raw -959668.711056 + Penalty 2895.589292 = -956773.121764 nChanged 92 SP:Iteration 17Q (9957.463228 sec): 3 clusters Score: Raw -959703.826779 + Penalty 2895.589292 = -956808.237487 nChanged 62 SP:Iteration 18Q (9957.513055 sec): 3 clusters Score: Raw -959725.766788 + Penalty 2895.589292 = -956830.177496 nChanged 52 SP:Iteration 19Q (9957.573266 sec): 3 clusters Score: Raw -959751.828904 + Penalty 2895.589292 = -956856.239613 nChanged 58 SP:Iteration 20F (9957.632865 sec): 3 clusters Score: Raw -959778.468561 + Penalty 2895.589292 = -956882.879270 nChanged 57 SP:Iteration 21Q (9957.691850 sec): 3 clusters Score: Raw -959802.402612 + Penalty 2895.589292 = -956906.813321 nChanged 52 SP:Iteration 22Q (9957.751948 sec): 3 clusters Score: Raw -959825.784632 + Penalty 2895.589292 = -956930.195340 nChanged 46 SP:Iteration 23Q (9957.811871 sec): 3 clusters Score: Raw -959843.872188 + Penalty 2895.589292 = -956948.282897 nChanged 34 SP:Iteration 24Q (9957.872240 sec): 3 clusters Score: Raw -959853.666989 + Penalty 2895.589292 = -956958.077697 nChanged 25 SP:Iteration 25Q (9957.930752 sec): 3 clusters Score: Raw -959862.782484 + Penalty 2895.589292 = -956967.193193 nChanged 24 SP:Iteration 26Q (9957.990454 sec): 3 clusters Score: Raw -959869.664679 + Penalty 2895.589292 = -956974.075387 nChanged 21 SP:Iteration 27Q (9958.050226 sec): 3 clusters Score: Raw -959876.477344 + Penalty 2895.589292 = -956980.888052 nChanged 21 SP:Iteration 28Q (9958.109561 sec): 3 clusters Score: Raw -959881.327468 + Penalty 2895.589292 = -956985.738176 nChanged 19 SP:Iteration 29Q (9958.169323 sec): 3 clusters Score: Raw -959885.114382 + Penalty 2895.589292 = -956989.525091 nChanged 9 SP:Iteration 30Q (9958.229773 sec): 3 clusters Score: Raw -959887.140047 + Penalty 2895.589292 = -956991.550756 nChanged 6 SP:Iteration 31Q (9958.289002 sec): 3 clusters Score: Raw -959888.207213 + Penalty 2895.589292 = -956992.617921 nChanged 7 SP:Iteration 32Q (9958.344234 sec): 3 clusters Score: Raw -959889.181702 + Penalty 2895.589292 = -956993.592410 nChanged 5 SP:Iteration 33Q (9958.403340 sec): 3 clusters Score: Raw -959890.827988 + Penalty 2895.589292 = -956995.238696 nChanged 10 SP:Iteration 34Q (9958.463352 sec): 3 clusters Score: Raw -959893.300042 + Penalty 2895.589292 = -956997.710750 nChanged 9 SP:Iteration 35Q (9958.513048 sec): 3 clusters Score: Raw -959895.227858 + Penalty 2895.589292 = -956999.638566 nChanged 3 SP:Iteration 36Q (9958.572948 sec): 3 clusters Score: Raw -959895.671572 + Penalty 2895.589292 = -957000.082281 nChanged 4 SP:Iteration 37Q (9958.632894 sec): 3 clusters Score: Raw -959896.891783 + Penalty 2895.589292 = -957001.302491 nChanged 6 SP:Iteration 38Q (9958.691793 sec): 3 clusters Score: Raw -959897.937191 + Penalty 2895.589292 = -957002.347899 nChanged 7 SP:Iteration 39Q (9958.763324 sec): 3 clusters Score: Raw -959900.094054 + Penalty 2895.589292 = -957004.504762 nChanged 8 SP:Iteration 40F (9958.811788 sec): 3 clusters Score: Raw -959901.182342 + Penalty 2895.589292 = -957005.593050 nChanged 2 SP:Iteration 41Q (9958.872064 sec): 3 clusters Score: Raw -959901.368312 + Penalty 2895.589292 = -957005.779021 nChanged 1 SP:Iteration 42Q (9958.931221 sec): 3 clusters Score: Raw -959901.499014 + Penalty 2895.589292 = -957005.909723 nChanged 1 SP:Iteration 43Q (9958.991075 sec): 3 clusters Score: Raw -959901.761309 + Penalty 2895.589292 = -957006.172017 nChanged 1 SP:Iteration 44Q (9959.042558 sec): 3 clusters Score: Raw -959901.909695 + Penalty 2895.589292 = -957006.320404 nChanged 2 SP:Iteration 45Q (9959.102455 sec): 3 clusters Score: Raw -959902.135732 + Penalty 2895.589292 = -957006.546441 nChanged 2 SP:Iteration 46Q (9959.163016 sec): 3 clusters Score: Raw -959902.295126 + Penalty 2895.589292 = -957006.705835 nChanged 2 SP:Iteration 47Q (9959.220871 sec): 3 clusters Score: Raw -959902.509781 + Penalty 2895.589292 = -957006.920489 nChanged 0 SP:Iteration 48F (9959.280511 sec): 3 clusters Score: Raw -959902.509781 + Penalty 2895.589292 = -957006.920489 nChanged 0 Trying to split cluster 28 (4797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9959.311215 sec): 2 clusters Score: Raw -649584.517750 + Penalty 1377.308725 = -648207.209025 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9959.367475 sec): 3 clusters Score: Raw -647110.298641 + Penalty 2754.617450 = -644355.681191 nChanged 1921 SP:Iteration 1F (9959.423340 sec): 3 clusters Score: Raw -648190.792744 + Penalty 2754.617450 = -645436.175294 nChanged 358 SP:Iteration 2F (9959.479761 sec): 3 clusters Score: Raw -648414.020959 + Penalty 2754.617450 = -645659.403509 nChanged 296 SP:Iteration 3F (9959.536135 sec): 3 clusters Score: Raw -648603.470392 + Penalty 2754.617450 = -645848.852941 nChanged 250 SP:Iteration 4F (9959.590687 sec): 3 clusters Score: Raw -648784.139065 + Penalty 2754.617450 = -646029.521615 nChanged 243 SP:Iteration 5F (9959.645341 sec): 3 clusters Score: Raw -648959.538629 + Penalty 2754.617450 = -646204.921179 nChanged 227 SP:Iteration 6Q (9959.701029 sec): 3 clusters Score: Raw -649138.748100 + Penalty 2754.617450 = -646384.130650 nChanged 219 SP:Iteration 7Q (9959.754442 sec): 3 clusters Score: Raw -649315.475692 + Penalty 2754.617450 = -646560.858242 nChanged 179 SP:Iteration 8Q (9959.811561 sec): 3 clusters Score: Raw -649457.687935 + Penalty 2754.617450 = -646703.070484 nChanged 154 SP:Iteration 9Q (9959.867128 sec): 3 clusters Score: Raw -649561.620629 + Penalty 2754.617450 = -646807.003178 nChanged 120 SP:Iteration 10Q (9959.922447 sec): 3 clusters Score: Raw -649644.287840 + Penalty 2754.617450 = -646889.670389 nChanged 98 SP:Iteration 11Q (9959.978733 sec): 3 clusters Score: Raw -649707.059847 + Penalty 2754.617450 = -646952.442396 nChanged 87 SP:Iteration 12Q (9960.035040 sec): 3 clusters Score: Raw -649754.107757 + Penalty 2754.617450 = -646999.490307 nChanged 54 SP:Iteration 13Q (9960.090377 sec): 3 clusters Score: Raw -649782.004700 + Penalty 2754.617450 = -647027.387249 nChanged 33 SP:Iteration 14Q (9960.157079 sec): 3 clusters Score: Raw -649800.614147 + Penalty 2754.617450 = -647045.996697 nChanged 37 SP:Iteration 15Q (9960.200624 sec): 3 clusters Score: Raw -649818.786881 + Penalty 2754.617450 = -647064.169431 nChanged 27 SP:Iteration 16Q (9960.256871 sec): 3 clusters Score: Raw -649831.478513 + Penalty 2754.617450 = -647076.861062 nChanged 26 SP:Iteration 17Q (9960.311645 sec): 3 clusters Score: Raw -649845.193719 + Penalty 2754.617450 = -647090.576268 nChanged 25 SP:Iteration 18Q (9960.366929 sec): 3 clusters Score: Raw -649858.025159 + Penalty 2754.617450 = -647103.407709 nChanged 22 SP:Iteration 19Q (9960.422146 sec): 3 clusters Score: Raw -649870.531949 + Penalty 2754.617450 = -647115.914499 nChanged 18 SP:Iteration 20F (9960.477676 sec): 3 clusters Score: Raw -649877.117164 + Penalty 2754.617450 = -647122.499713 nChanged 14 SP:Iteration 21Q (9960.532801 sec): 3 clusters Score: Raw -649883.069752 + Penalty 2754.617450 = -647128.452301 nChanged 14 SP:Iteration 22Q (9960.588020 sec): 3 clusters Score: Raw -649889.136435 + Penalty 2754.617450 = -647134.518985 nChanged 17 SP:Iteration 23Q (9960.643172 sec): 3 clusters Score: Raw -649896.798940 + Penalty 2754.617450 = -647142.181490 nChanged 6 SP:Iteration 24Q (9960.698652 sec): 3 clusters Score: Raw -649898.751484 + Penalty 2754.617450 = -647144.134034 nChanged 7 SP:Iteration 25Q (9960.753575 sec): 3 clusters Score: Raw -649901.852843 + Penalty 2754.617450 = -647147.235393 nChanged 5 SP:Iteration 26Q (9960.802242 sec): 3 clusters Score: Raw -649903.610784 + Penalty 2754.617450 = -647148.993333 nChanged 2 SP:Iteration 27Q (9960.849887 sec): 3 clusters Score: Raw -649903.980217 + Penalty 2754.617450 = -647149.362767 nChanged 2 SP:Iteration 28Q (9960.904470 sec): 3 clusters Score: Raw -649904.683569 + Penalty 2754.617450 = -647150.066118 nChanged 2 SP:Iteration 29Q (9960.959812 sec): 3 clusters Score: Raw -649905.322094 + Penalty 2754.617450 = -647150.704643 nChanged 2 SP:Iteration 30Q (9961.014491 sec): 3 clusters Score: Raw -649905.697607 + Penalty 2754.617450 = -647151.080157 nChanged 0 SP:Iteration 31F (9961.070879 sec): 3 clusters Score: Raw -649905.697607 + Penalty 2754.617450 = -647151.080157 nChanged 0 Trying to split cluster 29 (938 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9961.096572 sec): 2 clusters Score: Raw -118436.086683 + Penalty 1112.109367 = -117323.977316 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9961.146924 sec): 3 clusters Score: Raw -118160.019368 + Penalty 2224.218733 = -115935.800635 nChanged 287 SP:Iteration 1F (9961.196982 sec): 3 clusters Score: Raw -118417.018196 + Penalty 2224.218733 = -116192.799463 nChanged 81 SP:Iteration 2F (9961.246021 sec): 3 clusters Score: Raw -118528.017200 + Penalty 2224.218733 = -116303.798467 nChanged 58 SP:Iteration 3F (9961.297448 sec): 3 clusters Score: Raw -118613.592433 + Penalty 2224.218733 = -116389.373700 nChanged 36 SP:Iteration 4Q (9961.342510 sec): 3 clusters Score: Raw -118671.194704 + Penalty 2224.218733 = -116446.975970 nChanged 39 SP:Iteration 5Q (9961.393369 sec): 3 clusters Score: Raw -118738.327977 + Penalty 2224.218733 = -116514.109244 nChanged 36 SP:Iteration 6Q (9961.443640 sec): 3 clusters Score: Raw -118783.240710 + Penalty 2224.218733 = -116559.021976 nChanged 24 SP:Iteration 7Q (9961.494046 sec): 3 clusters Score: Raw -118827.227975 + Penalty 2224.218733 = -116603.009241 nChanged 22 SP:Iteration 8Q (9961.555857 sec): 3 clusters Score: Raw -118870.351713 + Penalty 2224.218733 = -116646.132980 nChanged 22 SP:Iteration 9Q (9961.570758 sec): 3 clusters Score: Raw -118907.341589 + Penalty 2224.218733 = -116683.122855 nChanged 15 SP:Iteration 10Q (9961.598247 sec): 3 clusters Score: Raw -118923.576194 + Penalty 2224.218733 = -116699.357461 nChanged 14 SP:Iteration 11Q (9961.606073 sec): 3 clusters Score: Raw -118945.977614 + Penalty 2224.218733 = -116721.758881 nChanged 5 SP:Iteration 12Q (9961.622585 sec): 3 clusters Score: Raw -118955.459133 + Penalty 2224.218733 = -116731.240400 nChanged 7 SP:Iteration 13Q (9961.629900 sec): 3 clusters Score: Raw -118962.678224 + Penalty 2224.218733 = -116738.459490 nChanged 3 SP:Iteration 14Q (9961.644628 sec): 3 clusters Score: Raw -118966.976425 + Penalty 2224.218733 = -116742.757692 nChanged 2 SP:Iteration 15Q (9961.681178 sec): 3 clusters Score: Raw -118969.475907 + Penalty 2224.218733 = -116745.257174 nChanged 3 SP:Iteration 16Q (9961.696347 sec): 3 clusters Score: Raw -118972.027914 + Penalty 2224.218733 = -116747.809181 nChanged 0 SP:Iteration 17F (9961.734216 sec): 3 clusters Score: Raw -118978.181100 + Penalty 2224.218733 = -116753.962367 nChanged 2 SP:Iteration 18Q (9961.777619 sec): 3 clusters Score: Raw -119005.792996 + Penalty 2224.218733 = -116781.574262 nChanged 10 SP:Iteration 19Q (9961.822133 sec): 3 clusters Score: Raw -119018.789609 + Penalty 2224.218733 = -116794.570876 nChanged 6 SP:Iteration 20F (9961.849735 sec): 3 clusters Score: Raw -119030.559938 + Penalty 2224.218733 = -116806.341204 nChanged 7 SP:Iteration 21Q (9961.899884 sec): 3 clusters Score: Raw -119037.353768 + Penalty 2224.218733 = -116813.135034 nChanged 2 SP:Iteration 22Q (9961.962365 sec): 3 clusters Score: Raw -119039.274861 + Penalty 2224.218733 = -116815.056127 nChanged 1 SP:Iteration 23Q (9961.998875 sec): 3 clusters Score: Raw -119039.902594 + Penalty 2224.218733 = -116815.683861 nChanged 1 SP:Iteration 24Q (9962.048934 sec): 3 clusters Score: Raw -119040.694258 + Penalty 2224.218733 = -116816.475525 nChanged 0 SP:Iteration 25F (9962.098752 sec): 3 clusters Score: Raw -119040.694258 + Penalty 2224.218733 = -116816.475525 nChanged 0 Trying to split cluster 30 (12267 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9962.149154 sec): 2 clusters Score: Raw -1653447.613030 + Penalty 1529.883551 = -1651917.729478 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9962.203478 sec): 3 clusters Score: Raw -1646411.248578 + Penalty 3059.767103 = -1643351.481475 nChanged 5376 SP:Iteration 1F (9962.260114 sec): 3 clusters Score: Raw -1649191.227303 + Penalty 3059.767103 = -1646131.460200 nChanged 697 SP:Iteration 2F (9962.326735 sec): 3 clusters Score: Raw -1649469.986872 + Penalty 3059.767103 = -1646410.219769 nChanged 561 SP:Iteration 3Q (9962.394970 sec): 3 clusters Score: Raw -1649719.245085 + Penalty 3059.767103 = -1646659.477982 nChanged 549 SP:Iteration 4Q (9962.461673 sec): 3 clusters Score: Raw -1649990.017917 + Penalty 3059.767103 = -1646930.250814 nChanged 551 SP:Iteration 5Q (9962.514123 sec): 3 clusters Score: Raw -1650294.834213 + Penalty 3059.767103 = -1647235.067110 nChanged 592 SP:Iteration 6Q (9962.581860 sec): 3 clusters Score: Raw -1650681.732667 + Penalty 3059.767103 = -1647621.965564 nChanged 714 SP:Iteration 7F (9962.648870 sec): 3 clusters Score: Raw -1651159.939286 + Penalty 3059.767103 = -1648100.172183 nChanged 683 SP:Iteration 8F (9962.716893 sec): 3 clusters Score: Raw -1651643.378951 + Penalty 3059.767103 = -1648583.611848 nChanged 639 SP:Iteration 9F (9962.783647 sec): 3 clusters Score: Raw -1652090.050048 + Penalty 3059.767103 = -1649030.282945 nChanged 579 SP:Iteration 10Q (9962.850106 sec): 3 clusters Score: Raw -1652468.290489 + Penalty 3059.767103 = -1649408.523386 nChanged 491 SP:Iteration 11Q (9962.913645 sec): 3 clusters Score: Raw -1652750.332946 + Penalty 3059.767103 = -1649690.565843 nChanged 367 SP:Iteration 12Q (9962.971805 sec): 3 clusters Score: Raw -1652955.260407 + Penalty 3059.767103 = -1649895.493304 nChanged 271 SP:Iteration 13Q (9963.038787 sec): 3 clusters Score: Raw -1653116.938771 + Penalty 3059.767103 = -1650057.171668 nChanged 247 SP:Iteration 14Q (9963.094501 sec): 3 clusters Score: Raw -1653260.020420 + Penalty 3059.767103 = -1650200.253317 nChanged 188 SP:Iteration 15Q (9963.161170 sec): 3 clusters Score: Raw -1653364.901412 + Penalty 3059.767103 = -1650305.134309 nChanged 185 SP:Iteration 16Q (9963.226196 sec): 3 clusters Score: Raw -1653472.732561 + Penalty 3059.767103 = -1650412.965458 nChanged 174 SP:Iteration 17Q (9963.292166 sec): 3 clusters Score: Raw -1653563.342729 + Penalty 3059.767103 = -1650503.575626 nChanged 145 SP:Iteration 18Q (9963.357066 sec): 3 clusters Score: Raw -1653628.082914 + Penalty 3059.767103 = -1650568.315811 nChanged 125 SP:Iteration 19Q (9963.417957 sec): 3 clusters Score: Raw -1653674.429178 + Penalty 3059.767103 = -1650614.662075 nChanged 93 SP:Iteration 20F (9963.484458 sec): 3 clusters Score: Raw -1653704.790953 + Penalty 3059.767103 = -1650645.023850 nChanged 64 SP:Iteration 21Q (9963.549739 sec): 3 clusters Score: Raw -1653721.165499 + Penalty 3059.767103 = -1650661.398397 nChanged 59 SP:Iteration 22Q (9963.614146 sec): 3 clusters Score: Raw -1653738.082848 + Penalty 3059.767103 = -1650678.315745 nChanged 49 SP:Iteration 23Q (9963.679009 sec): 3 clusters Score: Raw -1653753.033079 + Penalty 3059.767103 = -1650693.265976 nChanged 52 SP:Iteration 24Q (9963.734838 sec): 3 clusters Score: Raw -1653767.108836 + Penalty 3059.767103 = -1650707.341733 nChanged 52 SP:Iteration 25Q (9963.810596 sec): 3 clusters Score: Raw -1653781.394196 + Penalty 3059.767103 = -1650721.627093 nChanged 45 SP:Iteration 26Q (9963.853258 sec): 3 clusters Score: Raw -1653793.673844 + Penalty 3059.767103 = -1650733.906741 nChanged 36 SP:Iteration 27Q (9963.912564 sec): 3 clusters Score: Raw -1653801.981247 + Penalty 3059.767103 = -1650742.214144 nChanged 27 SP:Iteration 28Q (9963.967425 sec): 3 clusters Score: Raw -1653809.765566 + Penalty 3059.767103 = -1650749.998463 nChanged 29 SP:Iteration 29Q (9964.031146 sec): 3 clusters Score: Raw -1653818.099982 + Penalty 3059.767103 = -1650758.332879 nChanged 27 SP:Iteration 30Q (9964.095366 sec): 3 clusters Score: Raw -1653824.720451 + Penalty 3059.767103 = -1650764.953348 nChanged 25 SP:Iteration 31Q (9964.171365 sec): 3 clusters Score: Raw -1653830.173969 + Penalty 3059.767103 = -1650770.406866 nChanged 22 SP:Iteration 32Q (9964.235739 sec): 3 clusters Score: Raw -1653835.647038 + Penalty 3059.767103 = -1650775.879935 nChanged 20 SP:Iteration 33Q (9964.277358 sec): 3 clusters Score: Raw -1653840.613956 + Penalty 3059.767103 = -1650780.846854 nChanged 24 SP:Iteration 34Q (9964.336124 sec): 3 clusters Score: Raw -1653845.166445 + Penalty 3059.767103 = -1650785.399342 nChanged 12 SP:Iteration 35Q (9964.392252 sec): 3 clusters Score: Raw -1653847.700792 + Penalty 3059.767103 = -1650787.933689 nChanged 14 SP:Iteration 36Q (9964.447484 sec): 3 clusters Score: Raw -1653850.836933 + Penalty 3059.767103 = -1650791.069830 nChanged 9 SP:Iteration 37Q (9964.503064 sec): 3 clusters Score: Raw -1653853.014568 + Penalty 3059.767103 = -1650793.247465 nChanged 13 SP:Iteration 38Q (9964.566490 sec): 3 clusters Score: Raw -1653855.779668 + Penalty 3059.767103 = -1650796.012565 nChanged 13 SP:Iteration 39Q (9964.630082 sec): 3 clusters Score: Raw -1653857.933965 + Penalty 3059.767103 = -1650798.166862 nChanged 8 SP:Iteration 40F (9964.697349 sec): 3 clusters Score: Raw -1653859.299632 + Penalty 3059.767103 = -1650799.532529 nChanged 5 SP:Iteration 41Q (9964.749205 sec): 3 clusters Score: Raw -1653860.124600 + Penalty 3059.767103 = -1650800.357497 nChanged 6 SP:Iteration 42Q (9964.812788 sec): 3 clusters Score: Raw -1653860.740439 + Penalty 3059.767103 = -1650800.973336 nChanged 4 SP:Iteration 43Q (9964.877338 sec): 3 clusters Score: Raw -1653861.350489 + Penalty 3059.767103 = -1650801.583386 nChanged 5 SP:Iteration 44Q (9964.932712 sec): 3 clusters Score: Raw -1653861.931081 + Penalty 3059.767103 = -1650802.163979 nChanged 4 SP:Iteration 45Q (9964.983021 sec): 3 clusters Score: Raw -1653862.684963 + Penalty 3059.767103 = -1650802.917860 nChanged 3 SP:Iteration 46Q (9965.045786 sec): 3 clusters Score: Raw -1653862.914604 + Penalty 3059.767103 = -1650803.147501 nChanged 5 SP:Iteration 47Q (9965.120524 sec): 3 clusters Score: Raw -1653863.651367 + Penalty 3059.767103 = -1650803.884264 nChanged 4 SP:Iteration 48Q (9965.173550 sec): 3 clusters Score: Raw -1653864.080945 + Penalty 3059.767103 = -1650804.313842 nChanged 2 SP:Iteration 49Q (9965.238850 sec): 3 clusters Score: Raw -1653864.352533 + Penalty 3059.767103 = -1650804.585431 nChanged 2 SP:Iteration 50Q (9965.302428 sec): 3 clusters Score: Raw -1653864.645131 + Penalty 3059.767103 = -1650804.878028 nChanged 1 SP:Iteration 51Q (9965.359426 sec): 3 clusters Score: Raw -1653864.877666 + Penalty 3059.767103 = -1650805.110563 nChanged 1 SP:Iteration 52Q (9965.414441 sec): 3 clusters Score: Raw -1653864.982013 + Penalty 3059.767103 = -1650805.214910 nChanged 1 SP:Iteration 53Q (9965.478420 sec): 3 clusters Score: Raw -1653865.044412 + Penalty 3059.767103 = -1650805.277309 nChanged 0 SP:Iteration 54F (9965.557501 sec): 3 clusters Score: Raw -1653865.044412 + Penalty 3059.767103 = -1650805.277309 nChanged 0 Trying to split cluster 31 (15601 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9965.587499 sec): 2 clusters Score: Raw -2077927.429846 + Penalty 1568.952173 = -2076358.477673 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9965.648279 sec): 3 clusters Score: Raw -2068579.751325 + Penalty 3137.904345 = -2065441.846979 nChanged 7071 SP:Iteration 1F (9965.714538 sec): 3 clusters Score: Raw -2072659.471995 + Penalty 3137.904345 = -2069521.567650 nChanged 1005 SP:Iteration 2F (9965.786120 sec): 3 clusters Score: Raw -2073257.920300 + Penalty 3137.904345 = -2070120.015955 nChanged 995 SP:Iteration 3F (9965.857434 sec): 3 clusters Score: Raw -2073992.959383 + Penalty 3137.904345 = -2070855.055037 nChanged 1156 SP:Iteration 4F (9965.922489 sec): 3 clusters Score: Raw -2074908.001915 + Penalty 3137.904345 = -2071770.097569 nChanged 1286 SP:Iteration 5F (9965.987935 sec): 3 clusters Score: Raw -2075954.537223 + Penalty 3137.904345 = -2072816.632878 nChanged 1178 SP:Iteration 6F (9966.060405 sec): 3 clusters Score: Raw -2076930.289667 + Penalty 3137.904345 = -2073792.385321 nChanged 976 SP:Iteration 7F (9966.119840 sec): 3 clusters Score: Raw -2077722.365420 + Penalty 3137.904345 = -2074584.461074 nChanged 716 SP:Iteration 8Q (9966.186689 sec): 3 clusters Score: Raw -2078243.471920 + Penalty 3137.904345 = -2075105.567574 nChanged 522 SP:Iteration 9Q (9966.257881 sec): 3 clusters Score: Raw -2078597.559848 + Penalty 3137.904345 = -2075459.655502 nChanged 371 SP:Iteration 10Q (9966.319220 sec): 3 clusters Score: Raw -2078820.018061 + Penalty 3137.904345 = -2075682.113716 nChanged 278 SP:Iteration 11Q (9966.384981 sec): 3 clusters Score: Raw -2078978.753068 + Penalty 3137.904345 = -2075840.848723 nChanged 213 SP:Iteration 12Q (9966.449302 sec): 3 clusters Score: Raw -2079076.134688 + Penalty 3137.904345 = -2075938.230342 nChanged 154 SP:Iteration 13Q (9966.512527 sec): 3 clusters Score: Raw -2079132.384831 + Penalty 3137.904345 = -2075994.480485 nChanged 122 SP:Iteration 14Q (9966.581198 sec): 3 clusters Score: Raw -2079167.815694 + Penalty 3137.904345 = -2076029.911349 nChanged 84 SP:Iteration 15Q (9966.651044 sec): 3 clusters Score: Raw -2079194.946357 + Penalty 3137.904345 = -2076057.042012 nChanged 78 SP:Iteration 16Q (9966.720528 sec): 3 clusters Score: Raw -2079218.185491 + Penalty 3137.904345 = -2076080.281145 nChanged 62 SP:Iteration 17Q (9966.793965 sec): 3 clusters Score: Raw -2079234.104396 + Penalty 3137.904345 = -2076096.200050 nChanged 43 SP:Iteration 18Q (9966.852375 sec): 3 clusters Score: Raw -2079243.146646 + Penalty 3137.904345 = -2076105.242301 nChanged 21 SP:Iteration 19Q (9966.917971 sec): 3 clusters Score: Raw -2079245.993846 + Penalty 3137.904345 = -2076108.089501 nChanged 16 SP:Iteration 20F (9966.986633 sec): 3 clusters Score: Raw -2079248.291599 + Penalty 3137.904345 = -2076110.387253 nChanged 19 SP:Iteration 21Q (9967.055815 sec): 3 clusters Score: Raw -2079251.997500 + Penalty 3137.904345 = -2076114.093155 nChanged 20 SP:Iteration 22Q (9967.125178 sec): 3 clusters Score: Raw -2079256.379434 + Penalty 3137.904345 = -2076118.475088 nChanged 15 SP:Iteration 23Q (9967.195359 sec): 3 clusters Score: Raw -2079259.331346 + Penalty 3137.904345 = -2076121.427000 nChanged 17 SP:Iteration 24Q (9967.264381 sec): 3 clusters Score: Raw -2079262.840084 + Penalty 3137.904345 = -2076124.935739 nChanged 21 SP:Iteration 25Q (9967.333967 sec): 3 clusters Score: Raw -2079267.733101 + Penalty 3137.904345 = -2076129.828755 nChanged 22 SP:Iteration 26Q (9967.402506 sec): 3 clusters Score: Raw -2079272.249899 + Penalty 3137.904345 = -2076134.345553 nChanged 16 SP:Iteration 27Q (9967.472133 sec): 3 clusters Score: Raw -2079275.274030 + Penalty 3137.904345 = -2076137.369684 nChanged 15 SP:Iteration 28Q (9967.538427 sec): 3 clusters Score: Raw -2079276.904005 + Penalty 3137.904345 = -2076138.999659 nChanged 7 SP:Iteration 29Q (9967.604710 sec): 3 clusters Score: Raw -2079277.793255 + Penalty 3137.904345 = -2076139.888910 nChanged 8 SP:Iteration 30Q (9967.673360 sec): 3 clusters Score: Raw -2079279.055649 + Penalty 3137.904345 = -2076141.151304 nChanged 10 SP:Iteration 31Q (9967.736756 sec): 3 clusters Score: Raw -2079280.091322 + Penalty 3137.904345 = -2076142.186977 nChanged 6 SP:Iteration 32Q (9967.803324 sec): 3 clusters Score: Raw -2079280.569965 + Penalty 3137.904345 = -2076142.665620 nChanged 6 SP:Iteration 33Q (9967.869796 sec): 3 clusters Score: Raw -2079281.524467 + Penalty 3137.904345 = -2076143.620121 nChanged 11 SP:Iteration 34Q (9967.935973 sec): 3 clusters Score: Raw -2079283.141342 + Penalty 3137.904345 = -2076145.236997 nChanged 7 SP:Iteration 35Q (9968.006340 sec): 3 clusters Score: Raw -2079284.163520 + Penalty 3137.904345 = -2076146.259175 nChanged 8 SP:Iteration 36Q (9968.075615 sec): 3 clusters Score: Raw -2079285.251131 + Penalty 3137.904345 = -2076147.346785 nChanged 7 SP:Iteration 37Q (9968.145015 sec): 3 clusters Score: Raw -2079286.804953 + Penalty 3137.904345 = -2076148.900607 nChanged 8 SP:Iteration 38Q (9968.213400 sec): 3 clusters Score: Raw -2079287.762300 + Penalty 3137.904345 = -2076149.857955 nChanged 10 SP:Iteration 39Q (9968.280593 sec): 3 clusters Score: Raw -2079289.725338 + Penalty 3137.904345 = -2076151.820992 nChanged 11 SP:Iteration 40F (9968.349700 sec): 3 clusters Score: Raw -2079292.181763 + Penalty 3137.904345 = -2076154.277417 nChanged 9 SP:Iteration 41Q (9968.418178 sec): 3 clusters Score: Raw -2079293.617006 + Penalty 3137.904345 = -2076155.712660 nChanged 7 SP:Iteration 42Q (9968.479314 sec): 3 clusters Score: Raw -2079294.892784 + Penalty 3137.904345 = -2076156.988438 nChanged 5 SP:Iteration 43Q (9968.548065 sec): 3 clusters Score: Raw -2079295.477050 + Penalty 3137.904345 = -2076157.572705 nChanged 5 SP:Iteration 44Q (9968.622110 sec): 3 clusters Score: Raw -2079295.979189 + Penalty 3137.904345 = -2076158.074843 nChanged 4 SP:Iteration 45Q (9968.679770 sec): 3 clusters Score: Raw -2079296.395520 + Penalty 3137.904345 = -2076158.491174 nChanged 2 SP:Iteration 46Q (9968.748532 sec): 3 clusters Score: Raw -2079296.804285 + Penalty 3137.904345 = -2076158.899940 nChanged 4 SP:Iteration 47Q (9968.825062 sec): 3 clusters Score: Raw -2079297.283910 + Penalty 3137.904345 = -2076159.379564 nChanged 3 SP:Iteration 48Q (9968.868827 sec): 3 clusters Score: Raw -2079297.502097 + Penalty 3137.904345 = -2076159.597752 nChanged 2 SP:Iteration 49Q (9968.926319 sec): 3 clusters Score: Raw -2079297.675937 + Penalty 3137.904345 = -2076159.771592 nChanged 0 SP:Iteration 50F (9968.995219 sec): 3 clusters Score: Raw -2079297.675937 + Penalty 3137.904345 = -2076159.771592 nChanged 0 Trying to split cluster 32 (18365 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9969.042364 sec): 2 clusters Score: Raw -2190361.231837 + Penalty 1595.457818 = -2188765.774018 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9969.113863 sec): 3 clusters Score: Raw -2179424.681103 + Penalty 3190.915636 = -2176233.765466 nChanged 8186 SP:Iteration 1F (9969.193688 sec): 3 clusters Score: Raw -2184073.377954 + Penalty 3190.915636 = -2180882.462317 nChanged 1105 SP:Iteration 2F (9969.262488 sec): 3 clusters Score: Raw -2184651.880791 + Penalty 3190.915636 = -2181460.965154 nChanged 1165 SP:Iteration 3F (9969.341048 sec): 3 clusters Score: Raw -2185302.603210 + Penalty 3190.915636 = -2182111.687574 nChanged 1185 SP:Iteration 4F (9969.421615 sec): 3 clusters Score: Raw -2186004.856508 + Penalty 3190.915636 = -2182813.940871 nChanged 1129 SP:Iteration 5F (9969.510649 sec): 3 clusters Score: Raw -2186680.626417 + Penalty 3190.915636 = -2183489.710781 nChanged 1054 SP:Iteration 6F (9969.580415 sec): 3 clusters Score: Raw -2187325.554588 + Penalty 3190.915636 = -2184134.638952 nChanged 902 SP:Iteration 7Q (9969.657987 sec): 3 clusters Score: Raw -2187844.504778 + Penalty 3190.915636 = -2184653.589141 nChanged 718 SP:Iteration 8Q (9969.739062 sec): 3 clusters Score: Raw -2188276.314546 + Penalty 3190.915636 = -2185085.398909 nChanged 602 SP:Iteration 9Q (9969.814958 sec): 3 clusters Score: Raw -2188631.461924 + Penalty 3190.915636 = -2185440.546288 nChanged 524 SP:Iteration 10Q (9969.882813 sec): 3 clusters Score: Raw -2188898.476451 + Penalty 3190.915636 = -2185707.560814 nChanged 435 SP:Iteration 11Q (9969.956232 sec): 3 clusters Score: Raw -2189100.057946 + Penalty 3190.915636 = -2185909.142310 nChanged 381 SP:Iteration 12Q (9970.033583 sec): 3 clusters Score: Raw -2189296.070407 + Penalty 3190.915636 = -2186105.154770 nChanged 357 SP:Iteration 13Q (9970.111930 sec): 3 clusters Score: Raw -2189473.544701 + Penalty 3190.915636 = -2186282.629064 nChanged 334 SP:Iteration 14Q (9970.181532 sec): 3 clusters Score: Raw -2189624.420761 + Penalty 3190.915636 = -2186433.505124 nChanged 283 SP:Iteration 15Q (9970.259698 sec): 3 clusters Score: Raw -2189740.069184 + Penalty 3190.915636 = -2186549.153547 nChanged 260 SP:Iteration 16Q (9970.336484 sec): 3 clusters Score: Raw -2189855.438552 + Penalty 3190.915636 = -2186664.522916 nChanged 221 SP:Iteration 17Q (9970.413890 sec): 3 clusters Score: Raw -2189953.916452 + Penalty 3190.915636 = -2186763.000815 nChanged 206 SP:Iteration 18Q (9970.490687 sec): 3 clusters Score: Raw -2190051.443683 + Penalty 3190.915636 = -2186860.528046 nChanged 191 SP:Iteration 19Q (9970.564078 sec): 3 clusters Score: Raw -2190136.192621 + Penalty 3190.915636 = -2186945.276985 nChanged 165 SP:Iteration 20F (9970.644488 sec): 3 clusters Score: Raw -2190211.913437 + Penalty 3190.915636 = -2187020.997800 nChanged 157 SP:Iteration 21Q (9970.720122 sec): 3 clusters Score: Raw -2190286.709806 + Penalty 3190.915636 = -2187095.794170 nChanged 121 SP:Iteration 22Q (9970.795488 sec): 3 clusters Score: Raw -2190336.385848 + Penalty 3190.915636 = -2187145.470211 nChanged 110 SP:Iteration 23Q (9970.861915 sec): 3 clusters Score: Raw -2190376.722179 + Penalty 3190.915636 = -2187185.806542 nChanged 91 SP:Iteration 24Q (9970.937282 sec): 3 clusters Score: Raw -2190408.464558 + Penalty 3190.915636 = -2187217.548921 nChanged 70 SP:Iteration 25Q (9971.009683 sec): 3 clusters Score: Raw -2190431.816510 + Penalty 3190.915636 = -2187240.900873 nChanged 64 SP:Iteration 26Q (9971.085329 sec): 3 clusters Score: Raw -2190455.724851 + Penalty 3190.915636 = -2187264.809214 nChanged 71 SP:Iteration 27Q (9971.156254 sec): 3 clusters Score: Raw -2190486.872305 + Penalty 3190.915636 = -2187295.956669 nChanged 74 SP:Iteration 28Q (9971.231503 sec): 3 clusters Score: Raw -2190520.743954 + Penalty 3190.915636 = -2187329.828317 nChanged 61 SP:Iteration 29Q (9971.295880 sec): 3 clusters Score: Raw -2190545.032418 + Penalty 3190.915636 = -2187354.116782 nChanged 60 SP:Iteration 30Q (9971.371032 sec): 3 clusters Score: Raw -2190567.885641 + Penalty 3190.915636 = -2187376.970004 nChanged 48 SP:Iteration 31Q (9971.443282 sec): 3 clusters Score: Raw -2190587.600481 + Penalty 3190.915636 = -2187396.684844 nChanged 48 SP:Iteration 32Q (9971.517269 sec): 3 clusters Score: Raw -2190607.982751 + Penalty 3190.915636 = -2187417.067115 nChanged 45 SP:Iteration 33Q (9971.592171 sec): 3 clusters Score: Raw -2190628.419232 + Penalty 3190.915636 = -2187437.503596 nChanged 60 SP:Iteration 34Q (9971.675677 sec): 3 clusters Score: Raw -2190656.145065 + Penalty 3190.915636 = -2187465.229429 nChanged 42 SP:Iteration 35Q (9971.732391 sec): 3 clusters Score: Raw -2190672.324509 + Penalty 3190.915636 = -2187481.408872 nChanged 30 SP:Iteration 36Q (9971.807173 sec): 3 clusters Score: Raw -2190684.303256 + Penalty 3190.915636 = -2187493.387619 nChanged 36 SP:Iteration 37Q (9971.881002 sec): 3 clusters Score: Raw -2190700.645080 + Penalty 3190.915636 = -2187509.729443 nChanged 27 SP:Iteration 38Q (9971.951600 sec): 3 clusters Score: Raw -2190714.031668 + Penalty 3190.915636 = -2187523.116032 nChanged 21 SP:Iteration 39Q (9972.026533 sec): 3 clusters Score: Raw -2190720.859543 + Penalty 3190.915636 = -2187529.943906 nChanged 14 SP:Iteration 40F (9972.094390 sec): 3 clusters Score: Raw -2190727.466208 + Penalty 3190.915636 = -2187536.550572 nChanged 15 SP:Iteration 41Q (9972.169410 sec): 3 clusters Score: Raw -2190732.685422 + Penalty 3190.915636 = -2187541.769785 nChanged 13 SP:Iteration 42Q (9972.231876 sec): 3 clusters Score: Raw -2190736.772564 + Penalty 3190.915636 = -2187545.856927 nChanged 11 SP:Iteration 43Q (9972.306672 sec): 3 clusters Score: Raw -2190740.423689 + Penalty 3190.915636 = -2187549.508053 nChanged 16 SP:Iteration 44Q (9972.380073 sec): 3 clusters Score: Raw -2190745.563329 + Penalty 3190.915636 = -2187554.647692 nChanged 13 SP:Iteration 45Q (9972.452473 sec): 3 clusters Score: Raw -2190751.814914 + Penalty 3190.915636 = -2187560.899278 nChanged 19 SP:Iteration 46Q (9972.527080 sec): 3 clusters Score: Raw -2190760.811027 + Penalty 3190.915636 = -2187569.895391 nChanged 17 SP:Iteration 47Q (9972.600667 sec): 3 clusters Score: Raw -2190768.317720 + Penalty 3190.915636 = -2187577.402083 nChanged 17 SP:Iteration 48Q (9972.675075 sec): 3 clusters Score: Raw -2190774.689018 + Penalty 3190.915636 = -2187583.773381 nChanged 14 SP:Iteration 49Q (9972.750559 sec): 3 clusters Score: Raw -2190779.459485 + Penalty 3190.915636 = -2187588.543848 nChanged 17 SP:Iteration 50Q (9972.822521 sec): 3 clusters Score: Raw -2190785.923550 + Penalty 3190.915636 = -2187595.007913 nChanged 16 SP:Iteration 51Q (9972.896467 sec): 3 clusters Score: Raw -2190792.306526 + Penalty 3190.915636 = -2187601.390890 nChanged 10 SP:Iteration 52Q (9972.971101 sec): 3 clusters Score: Raw -2190795.284577 + Penalty 3190.915636 = -2187604.368941 nChanged 6 SP:Iteration 53Q (9973.045673 sec): 3 clusters Score: Raw -2190797.304661 + Penalty 3190.915636 = -2187606.389025 nChanged 6 SP:Iteration 54Q (9973.116496 sec): 3 clusters Score: Raw -2190799.637957 + Penalty 3190.915636 = -2187608.722321 nChanged 11 SP:Iteration 55Q (9973.201824 sec): 3 clusters Score: Raw -2190803.897515 + Penalty 3190.915636 = -2187612.981878 nChanged 11 SP:Iteration 56Q (9973.265269 sec): 3 clusters Score: Raw -2190807.244187 + Penalty 3190.915636 = -2187616.328551 nChanged 8 SP:Iteration 57Q (9973.339052 sec): 3 clusters Score: Raw -2190809.616775 + Penalty 3190.915636 = -2187618.701138 nChanged 5 SP:Iteration 58Q (9973.412997 sec): 3 clusters Score: Raw -2190812.081870 + Penalty 3190.915636 = -2187621.166233 nChanged 12 SP:Iteration 59Q (9973.487009 sec): 3 clusters Score: Raw -2190817.553541 + Penalty 3190.915636 = -2187626.637905 nChanged 11 SP:Iteration 60F (9973.567173 sec): 3 clusters Score: Raw -2190822.892010 + Penalty 3190.915636 = -2187631.976373 nChanged 15 SP:Iteration 61Q (9973.638624 sec): 3 clusters Score: Raw -2190828.789325 + Penalty 3190.915636 = -2187637.873688 nChanged 14 SP:Iteration 62Q (9973.711090 sec): 3 clusters Score: Raw -2190833.327487 + Penalty 3190.915636 = -2187642.411850 nChanged 10 SP:Iteration 63Q (9973.785717 sec): 3 clusters Score: Raw -2190839.162084 + Penalty 3190.915636 = -2187648.246447 nChanged 16 SP:Iteration 64Q (9973.860200 sec): 3 clusters Score: Raw -2190845.828064 + Penalty 3190.915636 = -2187654.912427 nChanged 15 SP:Iteration 65Q (9973.934114 sec): 3 clusters Score: Raw -2190852.323994 + Penalty 3190.915636 = -2187661.408358 nChanged 12 SP:Iteration 66Q (9973.997213 sec): 3 clusters Score: Raw -2190857.427219 + Penalty 3190.915636 = -2187666.511582 nChanged 10 SP:Iteration 67Q (9974.070864 sec): 3 clusters Score: Raw -2190861.037790 + Penalty 3190.915636 = -2187670.122154 nChanged 11 SP:Iteration 68Q (9974.144721 sec): 3 clusters Score: Raw -2190866.354870 + Penalty 3190.915636 = -2187675.439233 nChanged 15 SP:Iteration 69Q (9974.227076 sec): 3 clusters Score: Raw -2190873.478532 + Penalty 3190.915636 = -2187682.562895 nChanged 11 SP:Iteration 70Q (9974.285329 sec): 3 clusters Score: Raw -2190879.616300 + Penalty 3190.915636 = -2187688.700664 nChanged 17 SP:Iteration 71Q (9974.357482 sec): 3 clusters Score: Raw -2190885.674289 + Penalty 3190.915636 = -2187694.758653 nChanged 9 SP:Iteration 72Q (9974.431823 sec): 3 clusters Score: Raw -2190889.982163 + Penalty 3190.915636 = -2187699.066526 nChanged 18 SP:Iteration 73Q (9974.506654 sec): 3 clusters Score: Raw -2190899.246044 + Penalty 3190.915636 = -2187708.330408 nChanged 19 SP:Iteration 74Q (9974.579621 sec): 3 clusters Score: Raw -2190910.960195 + Penalty 3190.915636 = -2187720.044559 nChanged 22 SP:Iteration 75Q (9974.652289 sec): 3 clusters Score: Raw -2190924.584693 + Penalty 3190.915636 = -2187733.669056 nChanged 19 SP:Iteration 76Q (9974.725433 sec): 3 clusters Score: Raw -2190934.925654 + Penalty 3190.915636 = -2187744.010017 nChanged 27 SP:Iteration 77Q (9974.798549 sec): 3 clusters Score: Raw -2190948.111941 + Penalty 3190.915636 = -2187757.196305 nChanged 21 SP:Iteration 78Q (9974.883487 sec): 3 clusters Score: Raw -2190957.732889 + Penalty 3190.915636 = -2187766.817252 nChanged 23 SP:Iteration 79Q (9974.946446 sec): 3 clusters Score: Raw -2190970.710123 + Penalty 3190.915636 = -2187779.794486 nChanged 22 SP:Iteration 80F (9975.026414 sec): 3 clusters Score: Raw -2190981.385799 + Penalty 3190.915636 = -2187790.470162 nChanged 16 SP:Iteration 81Q (9975.101435 sec): 3 clusters Score: Raw -2190988.940030 + Penalty 3190.915636 = -2187798.024393 nChanged 12 SP:Iteration 82Q (9975.186711 sec): 3 clusters Score: Raw -2190994.113089 + Penalty 3190.915636 = -2187803.197453 nChanged 10 SP:Iteration 83Q (9975.249820 sec): 3 clusters Score: Raw -2190997.970315 + Penalty 3190.915636 = -2187807.054678 nChanged 6 SP:Iteration 84Q (9975.323175 sec): 3 clusters Score: Raw -2191000.150625 + Penalty 3190.915636 = -2187809.234989 nChanged 4 SP:Iteration 85Q (9975.385597 sec): 3 clusters Score: Raw -2191001.776627 + Penalty 3190.915636 = -2187810.860990 nChanged 8 SP:Iteration 86Q (9975.459488 sec): 3 clusters Score: Raw -2191005.673969 + Penalty 3190.915636 = -2187814.758332 nChanged 13 SP:Iteration 87Q (9975.543835 sec): 3 clusters Score: Raw -2191010.488988 + Penalty 3190.915636 = -2187819.573352 nChanged 11 SP:Iteration 88Q (9975.595764 sec): 3 clusters Score: Raw -2191015.523480 + Penalty 3190.915636 = -2187824.607844 nChanged 12 SP:Iteration 89Q (9975.665084 sec): 3 clusters Score: Raw -2191022.564004 + Penalty 3190.915636 = -2187831.648367 nChanged 13 SP:Iteration 90Q (9975.737160 sec): 3 clusters Score: Raw -2191030.035211 + Penalty 3190.915636 = -2187839.119575 nChanged 19 SP:Iteration 91Q (9975.810724 sec): 3 clusters Score: Raw -2191043.227715 + Penalty 3190.915636 = -2187852.312079 nChanged 21 SP:Iteration 92Q (9975.884188 sec): 3 clusters Score: Raw -2191056.352306 + Penalty 3190.915636 = -2187865.436669 nChanged 17 SP:Iteration 93Q (9975.958055 sec): 3 clusters Score: Raw -2191065.535845 + Penalty 3190.915636 = -2187874.620209 nChanged 17 SP:Iteration 94Q (9976.021726 sec): 3 clusters Score: Raw -2191073.415867 + Penalty 3190.915636 = -2187882.500230 nChanged 14 SP:Iteration 95Q (9976.095532 sec): 3 clusters Score: Raw -2191079.775314 + Penalty 3190.915636 = -2187888.859678 nChanged 12 SP:Iteration 96Q (9976.168320 sec): 3 clusters Score: Raw -2191085.407188 + Penalty 3190.915636 = -2187894.491551 nChanged 7 SP:Iteration 97Q (9976.253376 sec): 3 clusters Score: Raw -2191088.354748 + Penalty 3190.915636 = -2187897.439112 nChanged 8 SP:Iteration 98Q (9976.315549 sec): 3 clusters Score: Raw -2191092.707314 + Penalty 3190.915636 = -2187901.791678 nChanged 8 SP:Iteration 99Q (9976.389899 sec): 3 clusters Score: Raw -2191095.275920 + Penalty 3190.915636 = -2187904.360284 nChanged 7 SP:Iteration 100F (9976.464228 sec): 3 clusters Score: Raw -2191098.995646 + Penalty 3190.915636 = -2187908.080010 nChanged 12 SP:Iteration 101Q (9976.539250 sec): 3 clusters Score: Raw -2191105.842460 + Penalty 3190.915636 = -2187914.926823 nChanged 13 SP:Iteration 102Q (9976.614657 sec): 3 clusters Score: Raw -2191117.977436 + Penalty 3190.915636 = -2187927.061800 nChanged 24 SP:Iteration 103Q (9976.686453 sec): 3 clusters Score: Raw -2191131.664724 + Penalty 3190.915636 = -2187940.749088 nChanged 24 SP:Iteration 104Q (9976.760199 sec): 3 clusters Score: Raw -2191142.757053 + Penalty 3190.915636 = -2187951.841417 nChanged 18 SP:Iteration 105Q (9976.834945 sec): 3 clusters Score: Raw -2191152.807623 + Penalty 3190.915636 = -2187961.891986 nChanged 17 SP:Iteration 106Q (9976.908593 sec): 3 clusters Score: Raw -2191162.197290 + Penalty 3190.915636 = -2187971.281653 nChanged 22 SP:Iteration 107Q (9976.981551 sec): 3 clusters Score: Raw -2191174.818994 + Penalty 3190.915636 = -2187983.903358 nChanged 23 SP:Iteration 108Q (9977.055981 sec): 3 clusters Score: Raw -2191188.654314 + Penalty 3190.915636 = -2187997.738678 nChanged 19 SP:Iteration 109Q (9977.135579 sec): 3 clusters Score: Raw -2191198.653776 + Penalty 3190.915636 = -2188007.738140 nChanged 26 SP:Iteration 110Q (9977.198854 sec): 3 clusters Score: Raw -2191213.993103 + Penalty 3190.915636 = -2188023.077467 nChanged 30 SP:Iteration 111Q (9977.272315 sec): 3 clusters Score: Raw -2191230.482055 + Penalty 3190.915636 = -2188039.566418 nChanged 30 SP:Iteration 112Q (9977.346465 sec): 3 clusters Score: Raw -2191244.702950 + Penalty 3190.915636 = -2188053.787313 nChanged 22 SP:Iteration 113Q (9977.411604 sec): 3 clusters Score: Raw -2191255.324203 + Penalty 3190.915636 = -2188064.408566 nChanged 18 SP:Iteration 114Q (9977.485636 sec): 3 clusters Score: Raw -2191263.212428 + Penalty 3190.915636 = -2188072.296792 nChanged 16 SP:Iteration 115Q (9977.556066 sec): 3 clusters Score: Raw -2191270.639625 + Penalty 3190.915636 = -2188079.723988 nChanged 13 SP:Iteration 116Q (9977.630196 sec): 3 clusters Score: Raw -2191276.599891 + Penalty 3190.915636 = -2188085.684255 nChanged 12 SP:Iteration 117Q (9977.701739 sec): 3 clusters Score: Raw -2191280.906070 + Penalty 3190.915636 = -2188089.990434 nChanged 9 SP:Iteration 118Q (9977.775358 sec): 3 clusters Score: Raw -2191283.423186 + Penalty 3190.915636 = -2188092.507550 nChanged 7 SP:Iteration 119Q (9977.849496 sec): 3 clusters Score: Raw -2191285.412056 + Penalty 3190.915636 = -2188094.496419 nChanged 5 SP:Iteration 120F (9977.928762 sec): 3 clusters Score: Raw -2191286.368552 + Penalty 3190.915636 = -2188095.452915 nChanged 2 SP:Iteration 121Q (9977.999824 sec): 3 clusters Score: Raw -2191287.481331 + Penalty 3190.915636 = -2188096.565695 nChanged 5 SP:Iteration 122Q (9978.073420 sec): 3 clusters Score: Raw -2191289.172148 + Penalty 3190.915636 = -2188098.256512 nChanged 6 SP:Iteration 123Q (9978.147805 sec): 3 clusters Score: Raw -2191291.276898 + Penalty 3190.915636 = -2188100.361261 nChanged 5 SP:Iteration 124Q (9978.221277 sec): 3 clusters Score: Raw -2191293.618310 + Penalty 3190.915636 = -2188102.702674 nChanged 3 SP:Iteration 125Q (9978.295204 sec): 3 clusters Score: Raw -2191294.840438 + Penalty 3190.915636 = -2188103.924801 nChanged 1 SP:Iteration 126Q (9978.357287 sec): 3 clusters Score: Raw -2191295.510230 + Penalty 3190.915636 = -2188104.594594 nChanged 2 SP:Iteration 127Q (9978.431940 sec): 3 clusters Score: Raw -2191296.057300 + Penalty 3190.915636 = -2188105.141663 nChanged 1 SP:Iteration 128Q (9978.505714 sec): 3 clusters Score: Raw -2191296.410745 + Penalty 3190.915636 = -2188105.495109 nChanged 1 SP:Iteration 129Q (9978.579108 sec): 3 clusters Score: Raw -2191296.534847 + Penalty 3190.915636 = -2188105.619211 nChanged 2 SP:Iteration 130Q (9978.653111 sec): 3 clusters Score: Raw -2191296.728538 + Penalty 3190.915636 = -2188105.812901 nChanged 3 SP:Iteration 131Q (9978.726524 sec): 3 clusters Score: Raw -2191297.724905 + Penalty 3190.915636 = -2188106.809269 nChanged 5 SP:Iteration 132Q (9978.801493 sec): 3 clusters Score: Raw -2191300.197481 + Penalty 3190.915636 = -2188109.281845 nChanged 4 SP:Iteration 133Q (9978.863606 sec): 3 clusters Score: Raw -2191301.799087 + Penalty 3190.915636 = -2188110.883451 nChanged 3 SP:Iteration 134Q (9978.937584 sec): 3 clusters Score: Raw -2191302.250805 + Penalty 3190.915636 = -2188111.335169 nChanged 1 SP:Iteration 135Q (9979.008212 sec): 3 clusters Score: Raw -2191302.523387 + Penalty 3190.915636 = -2188111.607750 nChanged 1 SP:Iteration 136Q (9979.082292 sec): 3 clusters Score: Raw -2191302.695267 + Penalty 3190.915636 = -2188111.779631 nChanged 1 SP:Iteration 137Q (9979.156428 sec): 3 clusters Score: Raw -2191302.843004 + Penalty 3190.915636 = -2188111.927368 nChanged 0 SP:Iteration 138F (9979.235824 sec): 3 clusters Score: Raw -2191302.843004 + Penalty 3190.915636 = -2188111.927368 nChanged 0 Trying to split cluster 33 (132799 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (9979.400030 sec): 2 clusters Score: Raw -17835118.544890 + Penalty 1916.946198 = -17833201.598692 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (9979.645421 sec): 3 clusters Score: Raw -17747805.893923 + Penalty 3833.892395 = -17743972.001528 nChanged 64041 SP:Iteration 1F (9979.888989 sec): 3 clusters Score: Raw -17786399.496511 + Penalty 3833.892395 = -17782565.604115 nChanged 5374 SP:Iteration 2Q (9980.147620 sec): 3 clusters Score: Raw -17788272.197627 + Penalty 3833.892395 = -17784438.305232 nChanged 5967 SP:Iteration 3Q (9980.406755 sec): 3 clusters Score: Raw -17790740.631671 + Penalty 3833.892395 = -17786906.739276 nChanged 6764 SP:Iteration 4F (9980.649907 sec): 3 clusters Score: Raw -17794178.604320 + Penalty 3833.892395 = -17790344.711925 nChanged 7530 SP:Iteration 5F (9980.892851 sec): 3 clusters Score: Raw -17798525.607351 + Penalty 3833.892395 = -17794691.714956 nChanged 8024 SP:Iteration 6F (9981.135045 sec): 3 clusters Score: Raw -17803413.751814 + Penalty 3833.892395 = -17799579.859418 nChanged 7805 SP:Iteration 7F (9981.370279 sec): 3 clusters Score: Raw -17807980.630569 + Penalty 3833.892395 = -17804146.738174 nChanged 6938 SP:Iteration 8F (9981.614878 sec): 3 clusters Score: Raw -17811491.621347 + Penalty 3833.892395 = -17807657.728952 nChanged 5555 SP:Iteration 9Q (9981.868349 sec): 3 clusters Score: Raw -17813889.542271 + Penalty 3833.892395 = -17810055.649876 nChanged 4611 SP:Iteration 10Q (9982.118380 sec): 3 clusters Score: Raw -17815646.749857 + Penalty 3833.892395 = -17811812.857461 nChanged 3791 SP:Iteration 11Q (9982.366659 sec): 3 clusters Score: Raw -17816942.992971 + Penalty 3833.892395 = -17813109.100575 nChanged 3235 SP:Iteration 12Q (9982.613521 sec): 3 clusters Score: Raw -17818021.152041 + Penalty 3833.892395 = -17814187.259646 nChanged 3017 SP:Iteration 13Q (9982.860376 sec): 3 clusters Score: Raw -17819018.276383 + Penalty 3833.892395 = -17815184.383987 nChanged 2934 SP:Iteration 14Q (9983.093417 sec): 3 clusters Score: Raw -17820033.136473 + Penalty 3833.892395 = -17816199.244078 nChanged 2961 SP:Iteration 15Q (9983.335269 sec): 3 clusters Score: Raw -17821089.982135 + Penalty 3833.892395 = -17817256.089740 nChanged 3054 SP:Iteration 16Q (9983.574681 sec): 3 clusters Score: Raw -17822248.154237 + Penalty 3833.892395 = -17818414.261842 nChanged 3101 SP:Iteration 17Q (9983.812443 sec): 3 clusters Score: Raw -17823512.242621 + Penalty 3833.892395 = -17819678.350225 nChanged 3153 SP:Iteration 18Q (9984.042160 sec): 3 clusters Score: Raw -17824922.546422 + Penalty 3833.892395 = -17821088.654026 nChanged 3117 SP:Iteration 19Q (9984.275499 sec): 3 clusters Score: Raw -17826457.191647 + Penalty 3833.892395 = -17822623.299252 nChanged 3054 SP:Iteration 20F (9984.510039 sec): 3 clusters Score: Raw -17828133.653431 + Penalty 3833.892395 = -17824299.761036 nChanged 2847 SP:Iteration 21Q (9984.733448 sec): 3 clusters Score: Raw -17829811.704551 + Penalty 3833.892395 = -17825977.812156 nChanged 2528 SP:Iteration 22Q (9984.958569 sec): 3 clusters Score: Raw -17831336.141250 + Penalty 3833.892395 = -17827502.248855 nChanged 2113 SP:Iteration 23Q (9985.167563 sec): 3 clusters Score: Raw -17832636.208019 + Penalty 3833.892395 = -17828802.315623 nChanged 1740 SP:Iteration 24Q (9985.372142 sec): 3 clusters Score: Raw -17833671.492268 + Penalty 3833.892395 = -17829837.599873 nChanged 1324 SP:Iteration 25Q (9985.591658 sec): 3 clusters Score: Raw -17834414.718445 + Penalty 3833.892395 = -17830580.826050 nChanged 980 SP:Iteration 26Q (9985.807944 sec): 3 clusters Score: Raw -17834911.181202 + Penalty 3833.892395 = -17831077.288806 nChanged 765 SP:Iteration 27Q (9986.021442 sec): 3 clusters Score: Raw -17835250.512394 + Penalty 3833.892395 = -17831416.619998 nChanged 554 SP:Iteration 28Q (9986.233814 sec): 3 clusters Score: Raw -17835471.885424 + Penalty 3833.892395 = -17831637.993029 nChanged 445 SP:Iteration 29Q (9986.442548 sec): 3 clusters Score: Raw -17835650.531607 + Penalty 3833.892395 = -17831816.639212 nChanged 388 SP:Iteration 30Q (9986.651797 sec): 3 clusters Score: Raw -17835794.060501 + Penalty 3833.892395 = -17831960.168106 nChanged 315 SP:Iteration 31Q (9986.860135 sec): 3 clusters Score: Raw -17835898.064306 + Penalty 3833.892395 = -17832064.171910 nChanged 257 SP:Iteration 32Q (9987.058097 sec): 3 clusters Score: Raw -17835969.779819 + Penalty 3833.892395 = -17832135.887424 nChanged 183 SP:Iteration 33Q (9987.265766 sec): 3 clusters Score: Raw -17836011.280380 + Penalty 3833.892395 = -17832177.387984 nChanged 144 SP:Iteration 34Q (9987.472910 sec): 3 clusters Score: Raw -17836046.853543 + Penalty 3833.892395 = -17832212.961148 nChanged 136 SP:Iteration 35Q (9987.679309 sec): 3 clusters Score: Raw -17836077.015763 + Penalty 3833.892395 = -17832243.123368 nChanged 93 SP:Iteration 36Q (9987.884322 sec): 3 clusters Score: Raw -17836095.128327 + Penalty 3833.892395 = -17832261.235931 nChanged 85 SP:Iteration 37Q (9988.088993 sec): 3 clusters Score: Raw -17836110.079467 + Penalty 3833.892395 = -17832276.187071 nChanged 72 SP:Iteration 38Q (9988.295156 sec): 3 clusters Score: Raw -17836121.966398 + Penalty 3833.892395 = -17832288.074003 nChanged 44 SP:Iteration 39Q (9988.500568 sec): 3 clusters Score: Raw -17836128.782210 + Penalty 3833.892395 = -17832294.889814 nChanged 41 SP:Iteration 40F (9988.733743 sec): 3 clusters Score: Raw -17836134.643884 + Penalty 3833.892395 = -17832300.751489 nChanged 44 SP:Iteration 41Q (9988.938987 sec): 3 clusters Score: Raw -17836142.676210 + Penalty 3833.892395 = -17832308.783815 nChanged 51 SP:Iteration 42Q (9989.144362 sec): 3 clusters Score: Raw -17836150.109961 + Penalty 3833.892395 = -17832316.217566 nChanged 43 SP:Iteration 43Q (9989.341133 sec): 3 clusters Score: Raw -17836155.406258 + Penalty 3833.892395 = -17832321.513862 nChanged 36 SP:Iteration 44Q (9989.547667 sec): 3 clusters Score: Raw -17836159.501377 + Penalty 3833.892395 = -17832325.608981 nChanged 23 SP:Iteration 45Q (9989.753012 sec): 3 clusters Score: Raw -17836162.382433 + Penalty 3833.892395 = -17832328.490038 nChanged 16 SP:Iteration 46Q (9989.958597 sec): 3 clusters Score: Raw -17836163.910120 + Penalty 3833.892395 = -17832330.017725 nChanged 10 SP:Iteration 47Q (9990.150732 sec): 3 clusters Score: Raw -17836164.964609 + Penalty 3833.892395 = -17832331.072213 nChanged 8 SP:Iteration 48Q (9990.349717 sec): 3 clusters Score: Raw -17836165.981323 + Penalty 3833.892395 = -17832332.088928 nChanged 8 SP:Iteration 49Q (9990.544118 sec): 3 clusters Score: Raw -17836167.347529 + Penalty 3833.892395 = -17832333.455134 nChanged 9 SP:Iteration 50Q (9990.751769 sec): 3 clusters Score: Raw -17836168.663845 + Penalty 3833.892395 = -17832334.771449 nChanged 8 SP:Iteration 51Q (9990.956210 sec): 3 clusters Score: Raw -17836169.385867 + Penalty 3833.892395 = -17832335.493471 nChanged 4 SP:Iteration 52Q (9991.157471 sec): 3 clusters Score: Raw -17836169.766868 + Penalty 3833.892395 = -17832335.874472 nChanged 5 SP:Iteration 53Q (9991.358433 sec): 3 clusters Score: Raw -17836170.278451 + Penalty 3833.892395 = -17832336.386056 nChanged 5 SP:Iteration 54Q (9991.564341 sec): 3 clusters Score: Raw -17836170.799437 + Penalty 3833.892395 = -17832336.907041 nChanged 6 SP:Iteration 55Q (9991.769121 sec): 3 clusters Score: Raw -17836171.294229 + Penalty 3833.892395 = -17832337.401834 nChanged 6 SP:Iteration 56Q (9991.974780 sec): 3 clusters Score: Raw -17836171.830402 + Penalty 3833.892395 = -17832337.938007 nChanged 4 SP:Iteration 57Q (9992.179289 sec): 3 clusters Score: Raw -17836172.225603 + Penalty 3833.892395 = -17832338.333208 nChanged 5 SP:Iteration 58Q (9992.377577 sec): 3 clusters Score: Raw -17836172.663523 + Penalty 3833.892395 = -17832338.771128 nChanged 4 SP:Iteration 59Q (9992.582710 sec): 3 clusters Score: Raw -17836173.081303 + Penalty 3833.892395 = -17832339.188908 nChanged 3 SP:Iteration 60F (9992.821828 sec): 3 clusters Score: Raw -17836173.434943 + Penalty 3833.892395 = -17832339.542547 nChanged 3 SP:Iteration 61Q (9993.016038 sec): 3 clusters Score: Raw -17836173.776551 + Penalty 3833.892395 = -17832339.884156 nChanged 3 SP:Iteration 62Q (9993.230032 sec): 3 clusters Score: Raw -17836174.002170 + Penalty 3833.892395 = -17832340.109774 nChanged 4 SP:Iteration 63Q (9993.431147 sec): 3 clusters Score: Raw -17836174.270240 + Penalty 3833.892395 = -17832340.377844 nChanged 2 SP:Iteration 64Q (9993.630118 sec): 3 clusters Score: Raw -17836174.516825 + Penalty 3833.892395 = -17832340.624430 nChanged 4 SP:Iteration 65Q (9993.831328 sec): 3 clusters Score: Raw -17836175.005579 + Penalty 3833.892395 = -17832341.113184 nChanged 2 SP:Iteration 66Q (9994.037285 sec): 3 clusters Score: Raw -17836175.195157 + Penalty 3833.892395 = -17832341.302761 nChanged 5 SP:Iteration 67Q (9994.242924 sec): 3 clusters Score: Raw -17836175.607590 + Penalty 3833.892395 = -17832341.715194 nChanged 3 SP:Iteration 68Q (9994.444675 sec): 3 clusters Score: Raw -17836175.929904 + Penalty 3833.892395 = -17832342.037508 nChanged 3 SP:Iteration 69Q (9994.650504 sec): 3 clusters Score: Raw -17836176.213200 + Penalty 3833.892395 = -17832342.320805 nChanged 3 SP:Iteration 70Q (9994.855515 sec): 3 clusters Score: Raw -17836176.343379 + Penalty 3833.892395 = -17832342.450984 nChanged 0 SP:Iteration 71F (9995.093857 sec): 3 clusters Score: Raw -17836176.343379 + Penalty 3833.892395 = -17832342.450984 nChanged 0 Iteration 339Q (10002.575147 sec): 34 clusters Score: Raw -99968873.244338 + Penalty 72694.960115 = -99896178.284223 nChanged 25 Iteration 340F (10018.113358 sec): 34 clusters Score: Raw -99968874.532487 + Penalty 72694.960115 = -99896179.572372 nChanged 20 Iteration 341Q (10025.594820 sec): 34 clusters Score: Raw -99968875.196475 + Penalty 72694.960115 = -99896180.236360 nChanged 36 Iteration 342Q (10033.095155 sec): 34 clusters Score: Raw -99968876.079363 + Penalty 72694.960115 = -99896181.119248 nChanged 32 Iteration 343Q (10040.597229 sec): 34 clusters Score: Raw -99968876.665593 + Penalty 72694.960115 = -99896181.705479 nChanged 26 Iteration 344Q (10048.133339 sec): 34 clusters Score: Raw -99968877.196664 + Penalty 72694.960115 = -99896182.236549 nChanged 30 Iteration 345Q (10055.672934 sec): 34 clusters Score: Raw -99968877.951974 + Penalty 72694.960115 = -99896182.991860 nChanged 33 Iteration 346Q (10063.279056 sec): 34 clusters Score: Raw -99968878.508920 + Penalty 72694.960115 = -99896183.548805 nChanged 35 Iteration 347Q (10071.013392 sec): 34 clusters Score: Raw -99968879.197161 + Penalty 72694.960115 = -99896184.237047 nChanged 36 Iteration 348Q (10078.552353 sec): 34 clusters Score: Raw -99968879.805538 + Penalty 72694.960115 = -99896184.845424 nChanged 31 Iteration 349Q (10084.956847 sec): 34 clusters Score: Raw -99968880.535460 + Penalty 72694.960115 = -99896185.575346 nChanged 33 Iteration 350Q (10091.695122 sec): 34 clusters Score: Raw -99968881.563959 + Penalty 72694.960115 = -99896186.603845 nChanged 27 Iteration 351Q (10098.393548 sec): 34 clusters Score: Raw -99968882.231797 + Penalty 72694.960115 = -99896187.271682 nChanged 27 Iteration 352Q (10105.757957 sec): 34 clusters Score: Raw -99968882.639693 + Penalty 72694.960115 = -99896187.679579 nChanged 16 Iteration 353Q (10113.259557 sec): 34 clusters Score: Raw -99968883.009437 + Penalty 72694.960115 = -99896188.049323 nChanged 11 Iteration 354Q (10119.834161 sec): 34 clusters Score: Raw -99968883.221647 + Penalty 72694.960115 = -99896188.261533 nChanged 13 Iteration 355Q (10126.573286 sec): 34 clusters Score: Raw -99968883.380167 + Penalty 72694.960115 = -99896188.420052 nChanged 16 Iteration 356Q (10133.284078 sec): 34 clusters Score: Raw -99968883.681345 + Penalty 72694.960115 = -99896188.721230 nChanged 12 Iteration 357Q (10140.335759 sec): 34 clusters Score: Raw -99968883.945158 + Penalty 72694.960115 = -99896188.985043 nChanged 14 Iteration 358Q (10147.899674 sec): 34 clusters Score: Raw -99968884.313463 + Penalty 72694.960115 = -99896189.353349 nChanged 21 Iteration 359Q (10154.461449 sec): 34 clusters Score: Raw -99968884.872058 + Penalty 72694.960115 = -99896189.911943 nChanged 25 Iteration 360F (10170.152469 sec): 34 clusters Score: Raw -99968885.585408 + Penalty 72694.960115 = -99896190.625293 nChanged 17 Iteration 361Q (10177.010431 sec): 34 clusters Score: Raw -99968886.135870 + Penalty 72694.960115 = -99896191.175755 nChanged 27 Iteration 362Q (10184.718049 sec): 34 clusters Score: Raw -99968887.237300 + Penalty 72694.960115 = -99896192.277185 nChanged 22 Iteration 363Q (10191.482560 sec): 34 clusters Score: Raw -99968888.124881 + Penalty 72694.960115 = -99896193.164767 nChanged 20 Iteration 364Q (10197.833224 sec): 34 clusters Score: Raw -99968889.470359 + Penalty 72694.960115 = -99896194.510244 nChanged 20 Iteration 365Q (10204.577170 sec): 34 clusters Score: Raw -99968890.524248 + Penalty 72694.960115 = -99896195.564134 nChanged 19 Iteration 366Q (10212.083267 sec): 34 clusters Score: Raw -99968891.023972 + Penalty 72694.960115 = -99896196.063858 nChanged 12 Iteration 367Q (10219.669334 sec): 34 clusters Score: Raw -99968891.266195 + Penalty 72694.960115 = -99896196.306081 nChanged 9 Iteration 368Q (10226.034418 sec): 34 clusters Score: Raw -99968891.625876 + Penalty 72694.960115 = -99896196.665761 nChanged 19 Iteration 369Q (10232.570614 sec): 34 clusters Score: Raw -99968892.322793 + Penalty 72694.960115 = -99896197.362678 nChanged 16 Iteration 370Q (10239.270497 sec): 34 clusters Score: Raw -99968892.926147 + Penalty 72694.960115 = -99896197.966032 nChanged 16 Iteration 371Q (10246.939120 sec): 34 clusters Score: Raw -99968893.498339 + Penalty 72694.960115 = -99896198.538224 nChanged 16 Iteration 372Q (10254.445708 sec): 34 clusters Score: Raw -99968894.136592 + Penalty 72694.960115 = -99896199.176477 nChanged 16 Iteration 373Q (10260.979433 sec): 34 clusters Score: Raw -99968895.022250 + Penalty 72694.960115 = -99896200.062135 nChanged 19 Iteration 374Q (10267.344874 sec): 34 clusters Score: Raw -99968896.477139 + Penalty 72694.960115 = -99896201.517025 nChanged 23 Iteration 375Q (10274.016058 sec): 34 clusters Score: Raw -99968897.868643 + Penalty 72694.960115 = -99896202.908529 nChanged 27 Iteration 376Q (10281.714906 sec): 34 clusters Score: Raw -99968898.972863 + Penalty 72694.960115 = -99896204.012748 nChanged 28 Iteration 377Q (10289.246233 sec): 34 clusters Score: Raw -99968900.168971 + Penalty 72694.960115 = -99896205.208857 nChanged 22 Iteration 378Q (10295.897261 sec): 34 clusters Score: Raw -99968901.199567 + Penalty 72694.960115 = -99896206.239452 nChanged 22 Writing temp clu file Because OldScore, -99896205.208857, is greater than current (better) Score,-99896206.239452 Compute initial score before splitting: Score: Raw -99968901.199567 + Penalty 72694.960115 = -99896206.239452 Trying to split cluster 1 (4686 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10296.163230 sec): 2 clusters Score: Raw -623513.430457 + Penalty 1373.504376 = -622139.926082 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10296.231307 sec): 3 clusters Score: Raw -621122.883085 + Penalty 2747.008751 = -618375.874334 nChanged 1873 SP:Iteration 1F (10296.276640 sec): 3 clusters Score: Raw -622176.282251 + Penalty 2747.008751 = -619429.273500 nChanged 349 SP:Iteration 2F (10296.333874 sec): 3 clusters Score: Raw -622358.506571 + Penalty 2747.008751 = -619611.497820 nChanged 246 SP:Iteration 3F (10296.390655 sec): 3 clusters Score: Raw -622470.412327 + Penalty 2747.008751 = -619723.403576 nChanged 159 SP:Iteration 4Q (10296.448083 sec): 3 clusters Score: Raw -622539.037323 + Penalty 2747.008751 = -619792.028572 nChanged 147 SP:Iteration 5Q (10296.504618 sec): 3 clusters Score: Raw -622604.461280 + Penalty 2747.008751 = -619857.452529 nChanged 129 SP:Iteration 6Q (10296.562068 sec): 3 clusters Score: Raw -622661.709369 + Penalty 2747.008751 = -619914.700618 nChanged 133 SP:Iteration 7Q (10296.626863 sec): 3 clusters Score: Raw -622721.918967 + Penalty 2747.008751 = -619974.910216 nChanged 113 SP:Iteration 8Q (10296.673978 sec): 3 clusters Score: Raw -622766.036635 + Penalty 2747.008751 = -620019.027884 nChanged 83 SP:Iteration 9Q (10296.737550 sec): 3 clusters Score: Raw -622798.218763 + Penalty 2747.008751 = -620051.210011 nChanged 85 SP:Iteration 10Q (10296.785147 sec): 3 clusters Score: Raw -622834.582893 + Penalty 2747.008751 = -620087.574142 nChanged 89 SP:Iteration 11Q (10296.853866 sec): 3 clusters Score: Raw -622875.394295 + Penalty 2747.008751 = -620128.385544 nChanged 103 SP:Iteration 12Q (10296.899494 sec): 3 clusters Score: Raw -622926.275583 + Penalty 2747.008751 = -620179.266832 nChanged 112 SP:Iteration 13Q (10296.956350 sec): 3 clusters Score: Raw -622987.224573 + Penalty 2747.008751 = -620240.215822 nChanged 129 SP:Iteration 14Q (10297.012505 sec): 3 clusters Score: Raw -623065.862788 + Penalty 2747.008751 = -620318.854036 nChanged 153 SP:Iteration 15Q (10297.067951 sec): 3 clusters Score: Raw -623162.116451 + Penalty 2747.008751 = -620415.107700 nChanged 145 SP:Iteration 16Q (10297.125190 sec): 3 clusters Score: Raw -623264.848382 + Penalty 2747.008751 = -620517.839630 nChanged 138 SP:Iteration 17Q (10297.182465 sec): 3 clusters Score: Raw -623366.900087 + Penalty 2747.008751 = -620619.891336 nChanged 111 SP:Iteration 18Q (10297.248676 sec): 3 clusters Score: Raw -623449.600451 + Penalty 2747.008751 = -620702.591700 nChanged 100 SP:Iteration 19Q (10297.304886 sec): 3 clusters Score: Raw -623528.530885 + Penalty 2747.008751 = -620781.522133 nChanged 102 SP:Iteration 20F (10297.363004 sec): 3 clusters Score: Raw -623609.424750 + Penalty 2747.008751 = -620862.415999 nChanged 67 SP:Iteration 21Q (10297.407501 sec): 3 clusters Score: Raw -623664.169253 + Penalty 2747.008751 = -620917.160502 nChanged 43 SP:Iteration 22Q (10297.463803 sec): 3 clusters Score: Raw -623696.497083 + Penalty 2747.008751 = -620949.488332 nChanged 28 SP:Iteration 23Q (10297.520336 sec): 3 clusters Score: Raw -623720.752293 + Penalty 2747.008751 = -620973.743542 nChanged 27 SP:Iteration 24Q (10297.570779 sec): 3 clusters Score: Raw -623744.215086 + Penalty 2747.008751 = -620997.206335 nChanged 25 SP:Iteration 25Q (10297.639745 sec): 3 clusters Score: Raw -623766.017673 + Penalty 2747.008751 = -621019.008921 nChanged 23 SP:Iteration 26Q (10297.696637 sec): 3 clusters Score: Raw -623782.331927 + Penalty 2747.008751 = -621035.323176 nChanged 13 SP:Iteration 27Q (10297.753586 sec): 3 clusters Score: Raw -623793.681619 + Penalty 2747.008751 = -621046.672868 nChanged 8 SP:Iteration 28Q (10297.798466 sec): 3 clusters Score: Raw -623799.769621 + Penalty 2747.008751 = -621052.760870 nChanged 8 SP:Iteration 29Q (10297.866898 sec): 3 clusters Score: Raw -623804.715871 + Penalty 2747.008751 = -621057.707120 nChanged 9 SP:Iteration 30Q (10297.911220 sec): 3 clusters Score: Raw -623812.653189 + Penalty 2747.008751 = -621065.644438 nChanged 11 SP:Iteration 31Q (10297.977136 sec): 3 clusters Score: Raw -623819.955327 + Penalty 2747.008751 = -621072.946576 nChanged 3 SP:Iteration 32Q (10298.017041 sec): 3 clusters Score: Raw -623822.004855 + Penalty 2747.008751 = -621074.996104 nChanged 2 SP:Iteration 33Q (10298.079581 sec): 3 clusters Score: Raw -623822.727007 + Penalty 2747.008751 = -621075.718256 nChanged 0 SP:Iteration 34F (10298.123458 sec): 3 clusters Score: Raw -623822.727007 + Penalty 2747.008751 = -621075.718256 nChanged 0 Trying to split cluster 2 (7292 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10298.170375 sec): 2 clusters Score: Raw -933618.510684 + Penalty 1445.361635 = -932173.149049 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10298.225235 sec): 3 clusters Score: Raw -929636.386359 + Penalty 2890.723269 = -926745.663090 nChanged 3087 SP:Iteration 1F (10298.275245 sec): 3 clusters Score: Raw -931397.458441 + Penalty 2890.723269 = -928506.735172 nChanged 507 SP:Iteration 2F (10298.337515 sec): 3 clusters Score: Raw -931669.695282 + Penalty 2890.723269 = -928778.972013 nChanged 439 SP:Iteration 3F (10298.397355 sec): 3 clusters Score: Raw -931932.725559 + Penalty 2890.723269 = -929042.002290 nChanged 432 SP:Iteration 4F (10298.470289 sec): 3 clusters Score: Raw -932221.838255 + Penalty 2890.723269 = -929331.114986 nChanged 403 SP:Iteration 5F (10298.531657 sec): 3 clusters Score: Raw -932472.043658 + Penalty 2890.723269 = -929581.320389 nChanged 333 SP:Iteration 6Q (10298.593853 sec): 3 clusters Score: Raw -932651.631854 + Penalty 2890.723269 = -929760.908584 nChanged 277 SP:Iteration 7Q (10298.654852 sec): 3 clusters Score: Raw -932800.709959 + Penalty 2890.723269 = -929909.986690 nChanged 222 SP:Iteration 8Q (10298.717049 sec): 3 clusters Score: Raw -932920.506922 + Penalty 2890.723269 = -930029.783652 nChanged 223 SP:Iteration 9Q (10298.777466 sec): 3 clusters Score: Raw -933039.726715 + Penalty 2890.723269 = -930149.003446 nChanged 193 SP:Iteration 10Q (10298.834540 sec): 3 clusters Score: Raw -933138.827870 + Penalty 2890.723269 = -930248.104600 nChanged 188 SP:Iteration 11Q (10298.889468 sec): 3 clusters Score: Raw -933230.677131 + Penalty 2890.723269 = -930339.953862 nChanged 161 SP:Iteration 12Q (10298.937071 sec): 3 clusters Score: Raw -933305.649659 + Penalty 2890.723269 = -930414.926390 nChanged 129 SP:Iteration 13Q (10298.999791 sec): 3 clusters Score: Raw -933357.923226 + Penalty 2890.723269 = -930467.199957 nChanged 91 SP:Iteration 14Q (10299.060816 sec): 3 clusters Score: Raw -933395.229911 + Penalty 2890.723269 = -930504.506642 nChanged 90 SP:Iteration 15Q (10299.118979 sec): 3 clusters Score: Raw -933426.957700 + Penalty 2890.723269 = -930536.234431 nChanged 70 SP:Iteration 16Q (10299.180500 sec): 3 clusters Score: Raw -933448.025311 + Penalty 2890.723269 = -930557.302042 nChanged 65 SP:Iteration 17Q (10299.232476 sec): 3 clusters Score: Raw -933470.330245 + Penalty 2890.723269 = -930579.606976 nChanged 64 SP:Iteration 18Q (10299.293831 sec): 3 clusters Score: Raw -933492.180521 + Penalty 2890.723269 = -930601.457252 nChanged 46 SP:Iteration 19Q (10299.366904 sec): 3 clusters Score: Raw -933506.801814 + Penalty 2890.723269 = -930616.078545 nChanged 41 SP:Iteration 20F (10299.425756 sec): 3 clusters Score: Raw -933518.062002 + Penalty 2890.723269 = -930627.338733 nChanged 32 SP:Iteration 21Q (10299.477775 sec): 3 clusters Score: Raw -933527.699160 + Penalty 2890.723269 = -930636.975891 nChanged 24 SP:Iteration 22Q (10299.535651 sec): 3 clusters Score: Raw -933533.601734 + Penalty 2890.723269 = -930642.878465 nChanged 25 SP:Iteration 23Q (10299.607592 sec): 3 clusters Score: Raw -933540.759775 + Penalty 2890.723269 = -930650.036506 nChanged 24 SP:Iteration 24Q (10299.667250 sec): 3 clusters Score: Raw -933547.123279 + Penalty 2890.723269 = -930656.400010 nChanged 17 SP:Iteration 25Q (10299.719052 sec): 3 clusters Score: Raw -933550.386229 + Penalty 2890.723269 = -930659.662960 nChanged 10 SP:Iteration 26Q (10299.780586 sec): 3 clusters Score: Raw -933551.912512 + Penalty 2890.723269 = -930661.189242 nChanged 7 SP:Iteration 27Q (10299.840827 sec): 3 clusters Score: Raw -933553.110385 + Penalty 2890.723269 = -930662.387116 nChanged 5 SP:Iteration 28Q (10299.909548 sec): 3 clusters Score: Raw -933554.153823 + Penalty 2890.723269 = -930663.430553 nChanged 6 SP:Iteration 29Q (10299.965134 sec): 3 clusters Score: Raw -933555.224584 + Penalty 2890.723269 = -930664.501315 nChanged 4 SP:Iteration 30Q (10300.026490 sec): 3 clusters Score: Raw -933556.238288 + Penalty 2890.723269 = -930665.515019 nChanged 6 SP:Iteration 31Q (10300.074110 sec): 3 clusters Score: Raw -933557.272108 + Penalty 2890.723269 = -930666.548839 nChanged 6 SP:Iteration 32Q (10300.146864 sec): 3 clusters Score: Raw -933558.433190 + Penalty 2890.723269 = -930667.709921 nChanged 5 SP:Iteration 33Q (10300.196032 sec): 3 clusters Score: Raw -933559.747326 + Penalty 2890.723269 = -930669.024057 nChanged 7 SP:Iteration 34Q (10300.256163 sec): 3 clusters Score: Raw -933561.011630 + Penalty 2890.723269 = -930670.288361 nChanged 12 SP:Iteration 35Q (10300.313756 sec): 3 clusters Score: Raw -933563.400006 + Penalty 2890.723269 = -930672.676737 nChanged 19 SP:Iteration 36Q (10300.384946 sec): 3 clusters Score: Raw -933567.264376 + Penalty 2890.723269 = -930676.541107 nChanged 12 SP:Iteration 37Q (10300.444632 sec): 3 clusters Score: Raw -933570.174361 + Penalty 2890.723269 = -930679.451092 nChanged 15 SP:Iteration 38Q (10300.504635 sec): 3 clusters Score: Raw -933573.291396 + Penalty 2890.723269 = -930682.568127 nChanged 15 SP:Iteration 39Q (10300.567815 sec): 3 clusters Score: Raw -933576.450737 + Penalty 2890.723269 = -930685.727467 nChanged 14 SP:Iteration 40F (10300.628610 sec): 3 clusters Score: Raw -933579.963624 + Penalty 2890.723269 = -930689.240354 nChanged 13 SP:Iteration 41Q (10300.680385 sec): 3 clusters Score: Raw -933583.342640 + Penalty 2890.723269 = -930692.619370 nChanged 20 SP:Iteration 42Q (10300.728843 sec): 3 clusters Score: Raw -933588.889841 + Penalty 2890.723269 = -930698.166571 nChanged 21 SP:Iteration 43Q (10300.775669 sec): 3 clusters Score: Raw -933593.637294 + Penalty 2890.723269 = -930702.914025 nChanged 15 SP:Iteration 44Q (10300.844236 sec): 3 clusters Score: Raw -933597.950816 + Penalty 2890.723269 = -930707.227547 nChanged 19 SP:Iteration 45Q (10300.904966 sec): 3 clusters Score: Raw -933603.352179 + Penalty 2890.723269 = -930712.628910 nChanged 20 SP:Iteration 46Q (10300.965442 sec): 3 clusters Score: Raw -933608.319680 + Penalty 2890.723269 = -930717.596411 nChanged 19 SP:Iteration 47Q (10301.017130 sec): 3 clusters Score: Raw -933614.041234 + Penalty 2890.723269 = -930723.317965 nChanged 18 SP:Iteration 48Q (10301.067306 sec): 3 clusters Score: Raw -933619.848533 + Penalty 2890.723269 = -930729.125264 nChanged 28 SP:Iteration 49Q (10301.113982 sec): 3 clusters Score: Raw -933629.788559 + Penalty 2890.723269 = -930739.065290 nChanged 27 SP:Iteration 50Q (10301.177879 sec): 3 clusters Score: Raw -933638.769732 + Penalty 2890.723269 = -930748.046463 nChanged 20 SP:Iteration 51Q (10301.238662 sec): 3 clusters Score: Raw -933645.500799 + Penalty 2890.723269 = -930754.777530 nChanged 22 SP:Iteration 52Q (10301.288181 sec): 3 clusters Score: Raw -933652.228557 + Penalty 2890.723269 = -930761.505288 nChanged 22 SP:Iteration 53Q (10301.348941 sec): 3 clusters Score: Raw -933659.054560 + Penalty 2890.723269 = -930768.331291 nChanged 18 SP:Iteration 54Q (10301.407363 sec): 3 clusters Score: Raw -933664.045464 + Penalty 2890.723269 = -930773.322195 nChanged 18 SP:Iteration 55Q (10301.466584 sec): 3 clusters Score: Raw -933670.997516 + Penalty 2890.723269 = -930780.274247 nChanged 23 SP:Iteration 56Q (10301.527606 sec): 3 clusters Score: Raw -933679.084506 + Penalty 2890.723269 = -930788.361237 nChanged 31 SP:Iteration 57Q (10301.596669 sec): 3 clusters Score: Raw -933690.265659 + Penalty 2890.723269 = -930799.542390 nChanged 32 SP:Iteration 58Q (10301.651824 sec): 3 clusters Score: Raw -933703.706997 + Penalty 2890.723269 = -930812.983728 nChanged 33 SP:Iteration 59Q (10301.706365 sec): 3 clusters Score: Raw -933715.825001 + Penalty 2890.723269 = -930825.101732 nChanged 26 SP:Iteration 60F (10301.770385 sec): 3 clusters Score: Raw -933723.851942 + Penalty 2890.723269 = -930833.128672 nChanged 22 SP:Iteration 61Q (10301.828734 sec): 3 clusters Score: Raw -933730.559698 + Penalty 2890.723269 = -930839.836428 nChanged 22 SP:Iteration 62Q (10301.880225 sec): 3 clusters Score: Raw -933739.028450 + Penalty 2890.723269 = -930848.305181 nChanged 18 SP:Iteration 63Q (10301.950143 sec): 3 clusters Score: Raw -933746.054795 + Penalty 2890.723269 = -930855.331525 nChanged 19 SP:Iteration 64Q (10302.000192 sec): 3 clusters Score: Raw -933753.313503 + Penalty 2890.723269 = -930862.590234 nChanged 18 SP:Iteration 65Q (10302.072174 sec): 3 clusters Score: Raw -933758.867026 + Penalty 2890.723269 = -930868.143756 nChanged 13 SP:Iteration 66Q (10302.120604 sec): 3 clusters Score: Raw -933763.974159 + Penalty 2890.723269 = -930873.250890 nChanged 17 SP:Iteration 67Q (10302.169140 sec): 3 clusters Score: Raw -933768.536188 + Penalty 2890.723269 = -930877.812919 nChanged 8 SP:Iteration 68Q (10302.192377 sec): 3 clusters Score: Raw -933771.041413 + Penalty 2890.723269 = -930880.318144 nChanged 9 SP:Iteration 69Q (10302.215358 sec): 3 clusters Score: Raw -933773.418944 + Penalty 2890.723269 = -930882.695675 nChanged 12 SP:Iteration 70Q (10302.238588 sec): 3 clusters Score: Raw -933776.558830 + Penalty 2890.723269 = -930885.835561 nChanged 13 SP:Iteration 71Q (10302.261536 sec): 3 clusters Score: Raw -933780.995650 + Penalty 2890.723269 = -930890.272381 nChanged 12 SP:Iteration 72Q (10302.284517 sec): 3 clusters Score: Raw -933785.382385 + Penalty 2890.723269 = -930894.659116 nChanged 18 SP:Iteration 73Q (10302.307731 sec): 3 clusters Score: Raw -933790.746409 + Penalty 2890.723269 = -930900.023140 nChanged 18 SP:Iteration 74Q (10302.330836 sec): 3 clusters Score: Raw -933796.449388 + Penalty 2890.723269 = -930905.726119 nChanged 15 SP:Iteration 75Q (10302.354067 sec): 3 clusters Score: Raw -933802.021602 + Penalty 2890.723269 = -930911.298333 nChanged 10 SP:Iteration 76Q (10302.377567 sec): 3 clusters Score: Raw -933804.666305 + Penalty 2890.723269 = -930913.943036 nChanged 11 SP:Iteration 77Q (10302.400628 sec): 3 clusters Score: Raw -933808.884057 + Penalty 2890.723269 = -930918.160788 nChanged 18 SP:Iteration 78Q (10302.436915 sec): 3 clusters Score: Raw -933815.219681 + Penalty 2890.723269 = -930924.496412 nChanged 12 SP:Iteration 79Q (10302.459665 sec): 3 clusters Score: Raw -933820.005456 + Penalty 2890.723269 = -930929.282187 nChanged 11 SP:Iteration 80F (10302.484065 sec): 3 clusters Score: Raw -933822.474335 + Penalty 2890.723269 = -930931.751066 nChanged 11 SP:Iteration 81Q (10302.507066 sec): 3 clusters Score: Raw -933825.168175 + Penalty 2890.723269 = -930934.444906 nChanged 13 SP:Iteration 82Q (10302.529994 sec): 3 clusters Score: Raw -933829.648234 + Penalty 2890.723269 = -930938.924965 nChanged 10 SP:Iteration 83Q (10302.552773 sec): 3 clusters Score: Raw -933832.983724 + Penalty 2890.723269 = -930942.260455 nChanged 9 SP:Iteration 84Q (10302.613446 sec): 3 clusters Score: Raw -933835.639303 + Penalty 2890.723269 = -930944.916034 nChanged 14 SP:Iteration 85Q (10302.673295 sec): 3 clusters Score: Raw -933840.215760 + Penalty 2890.723269 = -930949.492491 nChanged 11 SP:Iteration 86Q (10302.735312 sec): 3 clusters Score: Raw -933843.778816 + Penalty 2890.723269 = -930953.055546 nChanged 13 SP:Iteration 87Q (10302.795363 sec): 3 clusters Score: Raw -933848.700850 + Penalty 2890.723269 = -930957.977581 nChanged 15 SP:Iteration 88Q (10302.844102 sec): 3 clusters Score: Raw -933856.587719 + Penalty 2890.723269 = -930965.864449 nChanged 23 SP:Iteration 89Q (10302.915538 sec): 3 clusters Score: Raw -933864.829896 + Penalty 2890.723269 = -930974.106626 nChanged 14 SP:Iteration 90Q (10302.964297 sec): 3 clusters Score: Raw -933869.437814 + Penalty 2890.723269 = -930978.714545 nChanged 5 SP:Iteration 91Q (10303.024336 sec): 3 clusters Score: Raw -933871.302741 + Penalty 2890.723269 = -930980.579472 nChanged 7 SP:Iteration 92Q (10303.095752 sec): 3 clusters Score: Raw -933874.001312 + Penalty 2890.723269 = -930983.278043 nChanged 12 SP:Iteration 93Q (10303.155658 sec): 3 clusters Score: Raw -933879.821563 + Penalty 2890.723269 = -930989.098294 nChanged 10 SP:Iteration 94Q (10303.215432 sec): 3 clusters Score: Raw -933883.969098 + Penalty 2890.723269 = -930993.245829 nChanged 11 SP:Iteration 95Q (10303.264688 sec): 3 clusters Score: Raw -933888.183038 + Penalty 2890.723269 = -930997.459769 nChanged 9 SP:Iteration 96Q (10303.328245 sec): 3 clusters Score: Raw -933890.533687 + Penalty 2890.723269 = -930999.810418 nChanged 7 SP:Iteration 97Q (10303.375662 sec): 3 clusters Score: Raw -933892.210779 + Penalty 2890.723269 = -931001.487509 nChanged 2 SP:Iteration 98Q (10303.441479 sec): 3 clusters Score: Raw -933892.452798 + Penalty 2890.723269 = -931001.729529 nChanged 0 SP:Iteration 99F (10303.502774 sec): 3 clusters Score: Raw -933892.452798 + Penalty 2890.723269 = -931001.729529 nChanged 0 Trying to split cluster 3 (11096 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10303.542156 sec): 2 clusters Score: Raw -1504431.955540 + Penalty 1513.580244 = -1502918.375297 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10303.598679 sec): 3 clusters Score: Raw -1498119.189701 + Penalty 3027.160488 = -1495092.029213 nChanged 4766 SP:Iteration 1F (10303.674896 sec): 3 clusters Score: Raw -1500619.759508 + Penalty 3027.160488 = -1497592.599020 nChanged 679 SP:Iteration 2F (10303.744327 sec): 3 clusters Score: Raw -1500909.862699 + Penalty 3027.160488 = -1497882.702212 nChanged 558 SP:Iteration 3F (10303.795688 sec): 3 clusters Score: Raw -1501142.109959 + Penalty 3027.160488 = -1498114.949471 nChanged 485 SP:Iteration 4Q (10303.869793 sec): 3 clusters Score: Raw -1501364.198595 + Penalty 3027.160488 = -1498337.038107 nChanged 463 SP:Iteration 5Q (10303.923335 sec): 3 clusters Score: Raw -1501626.160301 + Penalty 3027.160488 = -1498598.999813 nChanged 520 SP:Iteration 6Q (10303.993947 sec): 3 clusters Score: Raw -1501954.426415 + Penalty 3027.160488 = -1498927.265927 nChanged 511 SP:Iteration 7Q (10304.060937 sec): 3 clusters Score: Raw -1502286.403365 + Penalty 3027.160488 = -1499259.242878 nChanged 515 SP:Iteration 8Q (10304.117872 sec): 3 clusters Score: Raw -1502600.603371 + Penalty 3027.160488 = -1499573.442883 nChanged 464 SP:Iteration 9Q (10304.185573 sec): 3 clusters Score: Raw -1502865.684212 + Penalty 3027.160488 = -1499838.523724 nChanged 417 SP:Iteration 10Q (10304.258649 sec): 3 clusters Score: Raw -1503106.851853 + Penalty 3027.160488 = -1500079.691365 nChanged 390 SP:Iteration 11Q (10304.320283 sec): 3 clusters Score: Raw -1503296.495045 + Penalty 3027.160488 = -1500269.334558 nChanged 306 SP:Iteration 12Q (10304.339303 sec): 3 clusters Score: Raw -1503457.617732 + Penalty 3027.160488 = -1500430.457245 nChanged 287 SP:Iteration 13Q (10304.368784 sec): 3 clusters Score: Raw -1503598.474803 + Penalty 3027.160488 = -1500571.314315 nChanged 248 SP:Iteration 14Q (10304.398417 sec): 3 clusters Score: Raw -1503702.989912 + Penalty 3027.160488 = -1500675.829424 nChanged 213 SP:Iteration 15Q (10304.427847 sec): 3 clusters Score: Raw -1503780.855049 + Penalty 3027.160488 = -1500753.694562 nChanged 172 SP:Iteration 16Q (10304.457451 sec): 3 clusters Score: Raw -1503852.880307 + Penalty 3027.160488 = -1500825.719820 nChanged 168 SP:Iteration 17Q (10304.535325 sec): 3 clusters Score: Raw -1503922.043243 + Penalty 3027.160488 = -1500894.882755 nChanged 140 SP:Iteration 18Q (10304.590511 sec): 3 clusters Score: Raw -1503970.269355 + Penalty 3027.160488 = -1500943.108868 nChanged 121 SP:Iteration 19Q (10304.656476 sec): 3 clusters Score: Raw -1504009.317097 + Penalty 3027.160488 = -1500982.156610 nChanged 104 SP:Iteration 20F (10304.722158 sec): 3 clusters Score: Raw -1504040.015355 + Penalty 3027.160488 = -1501012.854868 nChanged 103 SP:Iteration 21Q (10304.789429 sec): 3 clusters Score: Raw -1504077.150228 + Penalty 3027.160488 = -1501049.989741 nChanged 109 SP:Iteration 22Q (10304.831313 sec): 3 clusters Score: Raw -1504124.191470 + Penalty 3027.160488 = -1501097.030982 nChanged 120 SP:Iteration 23Q (10304.859577 sec): 3 clusters Score: Raw -1504172.055918 + Penalty 3027.160488 = -1501144.895430 nChanged 109 SP:Iteration 24Q (10304.888128 sec): 3 clusters Score: Raw -1504211.899665 + Penalty 3027.160488 = -1501184.739177 nChanged 105 SP:Iteration 25Q (10304.916767 sec): 3 clusters Score: Raw -1504246.553469 + Penalty 3027.160488 = -1501219.392981 nChanged 90 SP:Iteration 26Q (10304.945204 sec): 3 clusters Score: Raw -1504277.648670 + Penalty 3027.160488 = -1501250.488182 nChanged 84 SP:Iteration 27Q (10304.973667 sec): 3 clusters Score: Raw -1504307.768258 + Penalty 3027.160488 = -1501280.607770 nChanged 88 SP:Iteration 28Q (10305.002151 sec): 3 clusters Score: Raw -1504341.837876 + Penalty 3027.160488 = -1501314.677389 nChanged 70 SP:Iteration 29Q (10305.030539 sec): 3 clusters Score: Raw -1504368.782942 + Penalty 3027.160488 = -1501341.622454 nChanged 62 SP:Iteration 30Q (10305.058730 sec): 3 clusters Score: Raw -1504389.063297 + Penalty 3027.160488 = -1501361.902809 nChanged 59 SP:Iteration 31Q (10305.123758 sec): 3 clusters Score: Raw -1504406.534703 + Penalty 3027.160488 = -1501379.374215 nChanged 59 SP:Iteration 32Q (10305.187707 sec): 3 clusters Score: Raw -1504428.382179 + Penalty 3027.160488 = -1501401.221691 nChanged 69 SP:Iteration 33Q (10305.252969 sec): 3 clusters Score: Raw -1504453.807781 + Penalty 3027.160488 = -1501426.647294 nChanged 67 SP:Iteration 34Q (10305.305810 sec): 3 clusters Score: Raw -1504475.608783 + Penalty 3027.160488 = -1501448.448295 nChanged 52 SP:Iteration 35Q (10305.360681 sec): 3 clusters Score: Raw -1504491.301747 + Penalty 3027.160488 = -1501464.141259 nChanged 43 SP:Iteration 36Q (10305.418219 sec): 3 clusters Score: Raw -1504503.346758 + Penalty 3027.160488 = -1501476.186271 nChanged 34 SP:Iteration 37Q (10305.490592 sec): 3 clusters Score: Raw -1504512.317731 + Penalty 3027.160488 = -1501485.157243 nChanged 30 SP:Iteration 38Q (10305.557460 sec): 3 clusters Score: Raw -1504519.662486 + Penalty 3027.160488 = -1501492.501998 nChanged 25 SP:Iteration 39Q (10305.574418 sec): 3 clusters Score: Raw -1504526.425309 + Penalty 3027.160488 = -1501499.264821 nChanged 31 SP:Iteration 40F (10305.604799 sec): 3 clusters Score: Raw -1504536.484659 + Penalty 3027.160488 = -1501509.324171 nChanged 25 SP:Iteration 41Q (10305.632851 sec): 3 clusters Score: Raw -1504543.645047 + Penalty 3027.160488 = -1501516.484559 nChanged 30 SP:Iteration 42Q (10305.660758 sec): 3 clusters Score: Raw -1504552.499792 + Penalty 3027.160488 = -1501525.339304 nChanged 37 SP:Iteration 43Q (10305.688775 sec): 3 clusters Score: Raw -1504564.319952 + Penalty 3027.160488 = -1501537.159464 nChanged 36 SP:Iteration 44Q (10305.716706 sec): 3 clusters Score: Raw -1504575.820915 + Penalty 3027.160488 = -1501548.660427 nChanged 28 SP:Iteration 45Q (10305.744570 sec): 3 clusters Score: Raw -1504586.174838 + Penalty 3027.160488 = -1501559.014350 nChanged 28 SP:Iteration 46Q (10305.772670 sec): 3 clusters Score: Raw -1504595.475603 + Penalty 3027.160488 = -1501568.315115 nChanged 22 SP:Iteration 47Q (10305.811829 sec): 3 clusters Score: Raw -1504601.587654 + Penalty 3027.160488 = -1501574.427166 nChanged 23 SP:Iteration 48Q (10305.828601 sec): 3 clusters Score: Raw -1504607.625840 + Penalty 3027.160488 = -1501580.465352 nChanged 21 SP:Iteration 49Q (10305.856817 sec): 3 clusters Score: Raw -1504613.633270 + Penalty 3027.160488 = -1501586.472782 nChanged 21 SP:Iteration 50Q (10305.884665 sec): 3 clusters Score: Raw -1504619.731147 + Penalty 3027.160488 = -1501592.570659 nChanged 18 SP:Iteration 51Q (10305.912407 sec): 3 clusters Score: Raw -1504625.110657 + Penalty 3027.160488 = -1501597.950169 nChanged 18 SP:Iteration 52Q (10305.940110 sec): 3 clusters Score: Raw -1504629.365538 + Penalty 3027.160488 = -1501602.205051 nChanged 10 SP:Iteration 53Q (10305.967880 sec): 3 clusters Score: Raw -1504632.101932 + Penalty 3027.160488 = -1501604.941444 nChanged 15 SP:Iteration 54Q (10305.995558 sec): 3 clusters Score: Raw -1504637.200796 + Penalty 3027.160488 = -1501610.040308 nChanged 19 SP:Iteration 55Q (10306.023301 sec): 3 clusters Score: Raw -1504642.664134 + Penalty 3027.160488 = -1501615.503647 nChanged 16 SP:Iteration 56Q (10306.050982 sec): 3 clusters Score: Raw -1504647.407453 + Penalty 3027.160488 = -1501620.246965 nChanged 13 SP:Iteration 57Q (10306.078852 sec): 3 clusters Score: Raw -1504652.677868 + Penalty 3027.160488 = -1501625.517381 nChanged 16 SP:Iteration 58Q (10306.121288 sec): 3 clusters Score: Raw -1504658.194175 + Penalty 3027.160488 = -1501631.033687 nChanged 17 SP:Iteration 59Q (10306.146674 sec): 3 clusters Score: Raw -1504664.567634 + Penalty 3027.160488 = -1501637.407147 nChanged 13 SP:Iteration 60F (10306.176865 sec): 3 clusters Score: Raw -1504668.633363 + Penalty 3027.160488 = -1501641.472876 nChanged 14 SP:Iteration 61Q (10306.204458 sec): 3 clusters Score: Raw -1504672.366061 + Penalty 3027.160488 = -1501645.205573 nChanged 13 SP:Iteration 62Q (10306.232013 sec): 3 clusters Score: Raw -1504677.316491 + Penalty 3027.160488 = -1501650.156003 nChanged 17 SP:Iteration 63Q (10306.259817 sec): 3 clusters Score: Raw -1504683.630712 + Penalty 3027.160488 = -1501656.470224 nChanged 11 SP:Iteration 64Q (10306.287414 sec): 3 clusters Score: Raw -1504686.131470 + Penalty 3027.160488 = -1501658.970982 nChanged 7 SP:Iteration 65Q (10306.315014 sec): 3 clusters Score: Raw -1504688.307716 + Penalty 3027.160488 = -1501661.147228 nChanged 7 SP:Iteration 66Q (10306.342468 sec): 3 clusters Score: Raw -1504689.935010 + Penalty 3027.160488 = -1501662.774522 nChanged 6 SP:Iteration 67Q (10306.404328 sec): 3 clusters Score: Raw -1504692.180544 + Penalty 3027.160488 = -1501665.020056 nChanged 8 SP:Iteration 68Q (10306.469409 sec): 3 clusters Score: Raw -1504694.668493 + Penalty 3027.160488 = -1501667.508005 nChanged 9 SP:Iteration 69Q (10306.528275 sec): 3 clusters Score: Raw -1504698.073410 + Penalty 3027.160488 = -1501670.912922 nChanged 8 SP:Iteration 70Q (10306.587120 sec): 3 clusters Score: Raw -1504700.464153 + Penalty 3027.160488 = -1501673.303666 nChanged 11 SP:Iteration 71Q (10306.640200 sec): 3 clusters Score: Raw -1504704.614583 + Penalty 3027.160488 = -1501677.454095 nChanged 10 SP:Iteration 72Q (10306.713898 sec): 3 clusters Score: Raw -1504707.502602 + Penalty 3027.160488 = -1501680.342114 nChanged 2 SP:Iteration 73Q (10306.780087 sec): 3 clusters Score: Raw -1504708.778474 + Penalty 3027.160488 = -1501681.617986 nChanged 5 SP:Iteration 74Q (10306.834507 sec): 3 clusters Score: Raw -1504710.266357 + Penalty 3027.160488 = -1501683.105869 nChanged 6 SP:Iteration 75Q (10306.907628 sec): 3 clusters Score: Raw -1504712.927674 + Penalty 3027.160488 = -1501685.767187 nChanged 10 SP:Iteration 76Q (10306.961129 sec): 3 clusters Score: Raw -1504716.491377 + Penalty 3027.160488 = -1501689.330889 nChanged 7 SP:Iteration 77Q (10307.033206 sec): 3 clusters Score: Raw -1504718.358334 + Penalty 3027.160488 = -1501691.197846 nChanged 5 SP:Iteration 78Q (10307.090252 sec): 3 clusters Score: Raw -1504720.155183 + Penalty 3027.160488 = -1501692.994696 nChanged 5 SP:Iteration 79Q (10307.161115 sec): 3 clusters Score: Raw -1504721.783972 + Penalty 3027.160488 = -1501694.623484 nChanged 2 SP:Iteration 80F (10307.220737 sec): 3 clusters Score: Raw -1504722.861259 + Penalty 3027.160488 = -1501695.700771 nChanged 4 SP:Iteration 81Q (10307.288158 sec): 3 clusters Score: Raw -1504725.218127 + Penalty 3027.160488 = -1501698.057639 nChanged 6 SP:Iteration 82Q (10307.346615 sec): 3 clusters Score: Raw -1504727.931814 + Penalty 3027.160488 = -1501700.771326 nChanged 8 SP:Iteration 83Q (10307.419180 sec): 3 clusters Score: Raw -1504730.938674 + Penalty 3027.160488 = -1501703.778186 nChanged 6 SP:Iteration 84Q (10307.480627 sec): 3 clusters Score: Raw -1504733.180067 + Penalty 3027.160488 = -1501706.019579 nChanged 6 SP:Iteration 85Q (10307.542870 sec): 3 clusters Score: Raw -1504735.275714 + Penalty 3027.160488 = -1501708.115226 nChanged 4 SP:Iteration 86Q (10307.608594 sec): 3 clusters Score: Raw -1504737.101554 + Penalty 3027.160488 = -1501709.941066 nChanged 6 SP:Iteration 87Q (10307.663907 sec): 3 clusters Score: Raw -1504739.703526 + Penalty 3027.160488 = -1501712.543038 nChanged 5 SP:Iteration 88Q (10307.736996 sec): 3 clusters Score: Raw -1504741.453735 + Penalty 3027.160488 = -1501714.293247 nChanged 4 SP:Iteration 89Q (10307.804272 sec): 3 clusters Score: Raw -1504742.201707 + Penalty 3027.160488 = -1501715.041219 nChanged 2 SP:Iteration 90Q (10307.869633 sec): 3 clusters Score: Raw -1504742.714889 + Penalty 3027.160488 = -1501715.554401 nChanged 0 SP:Iteration 91F (10307.937382 sec): 3 clusters Score: Raw -1504742.714889 + Penalty 3027.160488 = -1501715.554401 nChanged 0 Trying to split cluster 4 (244573 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10308.272273 sec): 2 clusters Score: Raw -32734940.305532 + Penalty 2016.181231 = -32732924.124302 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10308.732553 sec): 3 clusters Score: Raw -32572167.428315 + Penalty 4032.362461 = -32568135.065854 nChanged 118899 SP:Iteration 1F (10309.148081 sec): 3 clusters Score: Raw -32643363.383334 + Penalty 4032.362461 = -32639331.020873 nChanged 8455 SP:Iteration 2Q (10309.579886 sec): 3 clusters Score: Raw -32645716.123852 + Penalty 4032.362461 = -32641683.761390 nChanged 10046 SP:Iteration 3Q (10310.025874 sec): 3 clusters Score: Raw -32649232.114292 + Penalty 4032.362461 = -32645199.751830 nChanged 12205 SP:Iteration 4Q (10310.481312 sec): 3 clusters Score: Raw -32654614.371548 + Penalty 4032.362461 = -32650582.009087 nChanged 14640 SP:Iteration 5F (10310.905540 sec): 3 clusters Score: Raw -32662489.930331 + Penalty 4032.362461 = -32658457.567870 nChanged 16611 SP:Iteration 6F (10311.315168 sec): 3 clusters Score: Raw -32672940.632806 + Penalty 4032.362461 = -32668908.270344 nChanged 16882 SP:Iteration 7F (10311.722544 sec): 3 clusters Score: Raw -32685093.255030 + Penalty 4032.362461 = -32681060.892569 nChanged 15677 SP:Iteration 8F (10312.127220 sec): 3 clusters Score: Raw -32698012.638006 + Penalty 4032.362461 = -32693980.275545 nChanged 12916 SP:Iteration 9F (10312.531658 sec): 3 clusters Score: Raw -32709582.067615 + Penalty 4032.362461 = -32705549.705154 nChanged 9415 SP:Iteration 10Q (10312.956029 sec): 3 clusters Score: Raw -32717589.601765 + Penalty 4032.362461 = -32713557.239304 nChanged 6817 SP:Iteration 11Q (10313.359654 sec): 3 clusters Score: Raw -32722620.257177 + Penalty 4032.362461 = -32718587.894716 nChanged 4929 SP:Iteration 12Q (10313.741026 sec): 3 clusters Score: Raw -32725728.505990 + Penalty 4032.362461 = -32721696.143528 nChanged 3883 SP:Iteration 13Q (10314.108469 sec): 3 clusters Score: Raw -32727923.501153 + Penalty 4032.362461 = -32723891.138692 nChanged 3206 SP:Iteration 14Q (10314.475735 sec): 3 clusters Score: Raw -32729656.755003 + Penalty 4032.362461 = -32725624.392541 nChanged 2755 SP:Iteration 15Q (10314.828746 sec): 3 clusters Score: Raw -32731131.375722 + Penalty 4032.362461 = -32727099.013261 nChanged 2254 SP:Iteration 16Q (10315.230305 sec): 3 clusters Score: Raw -32732313.214590 + Penalty 4032.362461 = -32728280.852129 nChanged 1787 SP:Iteration 17Q (10315.614310 sec): 3 clusters Score: Raw -32733198.415275 + Penalty 4032.362461 = -32729166.052814 nChanged 1379 SP:Iteration 18Q (10315.995528 sec): 3 clusters Score: Raw -32733830.026950 + Penalty 4032.362461 = -32729797.664489 nChanged 1026 SP:Iteration 19Q (10316.368800 sec): 3 clusters Score: Raw -32734287.395394 + Penalty 4032.362461 = -32730255.032933 nChanged 767 SP:Iteration 20F (10316.799798 sec): 3 clusters Score: Raw -32734628.974334 + Penalty 4032.362461 = -32730596.611873 nChanged 588 SP:Iteration 21Q (10317.183504 sec): 3 clusters Score: Raw -32734878.704332 + Penalty 4032.362461 = -32730846.341871 nChanged 402 SP:Iteration 22Q (10317.564981 sec): 3 clusters Score: Raw -32735033.328514 + Penalty 4032.362461 = -32731000.966053 nChanged 285 SP:Iteration 23Q (10317.921537 sec): 3 clusters Score: Raw -32735133.056264 + Penalty 4032.362461 = -32731100.693802 nChanged 229 SP:Iteration 24Q (10318.292891 sec): 3 clusters Score: Raw -32735215.061164 + Penalty 4032.362461 = -32731182.698703 nChanged 182 SP:Iteration 25Q (10318.655760 sec): 3 clusters Score: Raw -32735282.147131 + Penalty 4032.362461 = -32731249.784669 nChanged 163 SP:Iteration 26Q (10319.013717 sec): 3 clusters Score: Raw -32735344.030180 + Penalty 4032.362461 = -32731311.667718 nChanged 118 SP:Iteration 27Q (10319.381559 sec): 3 clusters Score: Raw -32735382.777082 + Penalty 4032.362461 = -32731350.414621 nChanged 78 SP:Iteration 28Q (10319.749937 sec): 3 clusters Score: Raw -32735403.898663 + Penalty 4032.362461 = -32731371.536202 nChanged 65 SP:Iteration 29Q (10320.119198 sec): 3 clusters Score: Raw -32735422.829277 + Penalty 4032.362461 = -32731390.466816 nChanged 54 SP:Iteration 30Q (10320.493521 sec): 3 clusters Score: Raw -32735441.309292 + Penalty 4032.362461 = -32731408.946831 nChanged 65 SP:Iteration 31Q (10320.864458 sec): 3 clusters Score: Raw -32735466.108913 + Penalty 4032.362461 = -32731433.746451 nChanged 73 SP:Iteration 32Q (10321.234694 sec): 3 clusters Score: Raw -32735493.351559 + Penalty 4032.362461 = -32731460.989098 nChanged 52 SP:Iteration 33Q (10321.609285 sec): 3 clusters Score: Raw -32735513.084895 + Penalty 4032.362461 = -32731480.722434 nChanged 46 SP:Iteration 34Q (10321.982812 sec): 3 clusters Score: Raw -32735528.292691 + Penalty 4032.362461 = -32731495.930230 nChanged 42 SP:Iteration 35Q (10322.343240 sec): 3 clusters Score: Raw -32735538.816423 + Penalty 4032.362461 = -32731506.453961 nChanged 29 SP:Iteration 36Q (10322.719933 sec): 3 clusters Score: Raw -32735544.922352 + Penalty 4032.362461 = -32731512.559891 nChanged 24 SP:Iteration 37Q (10323.088945 sec): 3 clusters Score: Raw -32735549.328839 + Penalty 4032.362461 = -32731516.966378 nChanged 18 SP:Iteration 38Q (10323.459697 sec): 3 clusters Score: Raw -32735553.723363 + Penalty 4032.362461 = -32731521.360902 nChanged 15 SP:Iteration 39Q (10323.830377 sec): 3 clusters Score: Raw -32735556.821242 + Penalty 4032.362461 = -32731524.458781 nChanged 8 SP:Iteration 40F (10324.288249 sec): 3 clusters Score: Raw -32735558.406872 + Penalty 4032.362461 = -32731526.044410 nChanged 6 SP:Iteration 41Q (10324.651951 sec): 3 clusters Score: Raw -32735559.215914 + Penalty 4032.362461 = -32731526.853453 nChanged 4 SP:Iteration 42Q (10325.009840 sec): 3 clusters Score: Raw -32735560.078405 + Penalty 4032.362461 = -32731527.715944 nChanged 5 SP:Iteration 43Q (10325.381608 sec): 3 clusters Score: Raw -32735560.877538 + Penalty 4032.362461 = -32731528.515077 nChanged 3 SP:Iteration 44Q (10325.747803 sec): 3 clusters Score: Raw -32735561.851220 + Penalty 4032.362461 = -32731529.488759 nChanged 2 SP:Iteration 45Q (10326.103358 sec): 3 clusters Score: Raw -32735562.286584 + Penalty 4032.362461 = -32731529.924122 nChanged 0 SP:Iteration 46F (10326.498085 sec): 3 clusters Score: Raw -32735562.286584 + Penalty 4032.362461 = -32731529.924122 nChanged 0 Trying to split cluster 5 (45643 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10326.585677 sec): 2 clusters Score: Raw -6082075.654995 + Penalty 1743.398399 = -6080332.256595 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10326.707160 sec): 3 clusters Score: Raw -6053158.115474 + Penalty 3486.796798 = -6049671.318675 nChanged 21365 SP:Iteration 1F (10326.824979 sec): 3 clusters Score: Raw -6065228.433645 + Penalty 3486.796798 = -6061741.636846 nChanged 2032 SP:Iteration 2Q (10326.948166 sec): 3 clusters Score: Raw -6065916.028113 + Penalty 3486.796798 = -6062429.231315 nChanged 2065 SP:Iteration 3Q (10327.072377 sec): 3 clusters Score: Raw -6066722.201761 + Penalty 3486.796798 = -6063235.404963 nChanged 2274 SP:Iteration 4Q (10327.196855 sec): 3 clusters Score: Raw -6067817.712873 + Penalty 3486.796798 = -6064330.916074 nChanged 2729 SP:Iteration 5F (10327.305977 sec): 3 clusters Score: Raw -6069405.407387 + Penalty 3486.796798 = -6065918.610589 nChanged 3051 SP:Iteration 6F (10327.423214 sec): 3 clusters Score: Raw -6071495.673170 + Penalty 3486.796798 = -6068008.876372 nChanged 3168 SP:Iteration 7F (10327.538356 sec): 3 clusters Score: Raw -6073978.139822 + Penalty 3486.796798 = -6070491.343023 nChanged 2892 SP:Iteration 8F (10327.657111 sec): 3 clusters Score: Raw -6076475.176260 + Penalty 3486.796798 = -6072988.379461 nChanged 2243 SP:Iteration 9Q (10327.778431 sec): 3 clusters Score: Raw -6078285.783954 + Penalty 3486.796798 = -6074798.987156 nChanged 1571 SP:Iteration 10Q (10327.886257 sec): 3 clusters Score: Raw -6079300.034682 + Penalty 3486.796798 = -6075813.237883 nChanged 1064 SP:Iteration 11Q (10328.010155 sec): 3 clusters Score: Raw -6079879.339519 + Penalty 3486.796798 = -6076392.542720 nChanged 769 SP:Iteration 12Q (10328.125798 sec): 3 clusters Score: Raw -6080232.063663 + Penalty 3486.796798 = -6076745.266865 nChanged 633 SP:Iteration 13Q (10328.246133 sec): 3 clusters Score: Raw -6080524.781899 + Penalty 3486.796798 = -6077037.985100 nChanged 553 SP:Iteration 14Q (10328.367506 sec): 3 clusters Score: Raw -6080818.266901 + Penalty 3486.796798 = -6077331.470102 nChanged 525 SP:Iteration 15Q (10328.486135 sec): 3 clusters Score: Raw -6081113.097232 + Penalty 3486.796798 = -6077626.300434 nChanged 506 SP:Iteration 16Q (10328.596635 sec): 3 clusters Score: Raw -6081404.461924 + Penalty 3486.796798 = -6077917.665125 nChanged 451 SP:Iteration 17Q (10328.709081 sec): 3 clusters Score: Raw -6081648.519334 + Penalty 3486.796798 = -6078161.722535 nChanged 400 SP:Iteration 18Q (10328.819541 sec): 3 clusters Score: Raw -6081853.296626 + Penalty 3486.796798 = -6078366.499827 nChanged 353 SP:Iteration 19Q (10328.928944 sec): 3 clusters Score: Raw -6082022.186638 + Penalty 3486.796798 = -6078535.389840 nChanged 321 SP:Iteration 20F (10329.045775 sec): 3 clusters Score: Raw -6082165.749534 + Penalty 3486.796798 = -6078678.952735 nChanged 274 SP:Iteration 21Q (10329.147771 sec): 3 clusters Score: Raw -6082266.421600 + Penalty 3486.796798 = -6078779.624801 nChanged 223 SP:Iteration 22Q (10329.249023 sec): 3 clusters Score: Raw -6082343.868355 + Penalty 3486.796798 = -6078857.071557 nChanged 198 SP:Iteration 23Q (10329.357411 sec): 3 clusters Score: Raw -6082409.691901 + Penalty 3486.796798 = -6078922.895103 nChanged 180 SP:Iteration 24Q (10329.466147 sec): 3 clusters Score: Raw -6082468.966166 + Penalty 3486.796798 = -6078982.169368 nChanged 166 SP:Iteration 25Q (10329.574596 sec): 3 clusters Score: Raw -6082520.032495 + Penalty 3486.796798 = -6079033.235696 nChanged 147 SP:Iteration 26Q (10329.676267 sec): 3 clusters Score: Raw -6082561.039324 + Penalty 3486.796798 = -6079074.242525 nChanged 131 SP:Iteration 27Q (10329.784714 sec): 3 clusters Score: Raw -6082592.623879 + Penalty 3486.796798 = -6079105.827081 nChanged 126 SP:Iteration 28Q (10329.890045 sec): 3 clusters Score: Raw -6082625.223582 + Penalty 3486.796798 = -6079138.426783 nChanged 108 SP:Iteration 29Q (10329.988760 sec): 3 clusters Score: Raw -6082653.267971 + Penalty 3486.796798 = -6079166.471172 nChanged 103 SP:Iteration 30Q (10330.095110 sec): 3 clusters Score: Raw -6082674.447891 + Penalty 3486.796798 = -6079187.651093 nChanged 90 SP:Iteration 31Q (10330.192116 sec): 3 clusters Score: Raw -6082695.006608 + Penalty 3486.796798 = -6079208.209809 nChanged 95 SP:Iteration 32Q (10330.300089 sec): 3 clusters Score: Raw -6082715.301395 + Penalty 3486.796798 = -6079228.504597 nChanged 84 SP:Iteration 33Q (10330.404564 sec): 3 clusters Score: Raw -6082730.745709 + Penalty 3486.796798 = -6079243.948911 nChanged 64 SP:Iteration 34Q (10330.506237 sec): 3 clusters Score: Raw -6082743.481340 + Penalty 3486.796798 = -6079256.684542 nChanged 66 SP:Iteration 35Q (10330.612026 sec): 3 clusters Score: Raw -6082756.411332 + Penalty 3486.796798 = -6079269.614533 nChanged 41 SP:Iteration 36Q (10330.717773 sec): 3 clusters Score: Raw -6082761.697450 + Penalty 3486.796798 = -6079274.900652 nChanged 37 SP:Iteration 37Q (10330.823927 sec): 3 clusters Score: Raw -6082766.569191 + Penalty 3486.796798 = -6079279.772392 nChanged 30 SP:Iteration 38Q (10330.930072 sec): 3 clusters Score: Raw -6082769.795841 + Penalty 3486.796798 = -6079282.999043 nChanged 22 SP:Iteration 39Q (10331.031418 sec): 3 clusters Score: Raw -6082771.902224 + Penalty 3486.796798 = -6079285.105425 nChanged 22 SP:Iteration 40F (10331.145739 sec): 3 clusters Score: Raw -6082774.066049 + Penalty 3486.796798 = -6079287.269250 nChanged 21 SP:Iteration 41Q (10331.252214 sec): 3 clusters Score: Raw -6082776.001073 + Penalty 3486.796798 = -6079289.204275 nChanged 20 SP:Iteration 42Q (10331.349897 sec): 3 clusters Score: Raw -6082778.042771 + Penalty 3486.796798 = -6079291.245972 nChanged 20 SP:Iteration 43Q (10331.455272 sec): 3 clusters Score: Raw -6082780.251409 + Penalty 3486.796798 = -6079293.454611 nChanged 11 SP:Iteration 44Q (10331.561947 sec): 3 clusters Score: Raw -6082781.588736 + Penalty 3486.796798 = -6079294.791938 nChanged 17 SP:Iteration 45Q (10331.664263 sec): 3 clusters Score: Raw -6082783.138145 + Penalty 3486.796798 = -6079296.341347 nChanged 11 SP:Iteration 46Q (10331.770313 sec): 3 clusters Score: Raw -6082784.128817 + Penalty 3486.796798 = -6079297.332018 nChanged 11 SP:Iteration 47Q (10331.866040 sec): 3 clusters Score: Raw -6082785.290179 + Penalty 3486.796798 = -6079298.493381 nChanged 10 SP:Iteration 48Q (10331.971984 sec): 3 clusters Score: Raw -6082786.085860 + Penalty 3486.796798 = -6079299.289061 nChanged 6 SP:Iteration 49Q (10332.068175 sec): 3 clusters Score: Raw -6082786.475477 + Penalty 3486.796798 = -6079299.678678 nChanged 4 SP:Iteration 50Q (10332.166065 sec): 3 clusters Score: Raw -6082786.677200 + Penalty 3486.796798 = -6079299.880402 nChanged 5 SP:Iteration 51Q (10332.265517 sec): 3 clusters Score: Raw -6082787.043622 + Penalty 3486.796798 = -6079300.246824 nChanged 3 SP:Iteration 52Q (10332.371757 sec): 3 clusters Score: Raw -6082787.204655 + Penalty 3486.796798 = -6079300.407857 nChanged 5 SP:Iteration 53Q (10332.467855 sec): 3 clusters Score: Raw -6082787.581620 + Penalty 3486.796798 = -6079300.784821 nChanged 4 SP:Iteration 54Q (10332.571509 sec): 3 clusters Score: Raw -6082788.065828 + Penalty 3486.796798 = -6079301.269029 nChanged 6 SP:Iteration 55Q (10332.672621 sec): 3 clusters Score: Raw -6082788.513491 + Penalty 3486.796798 = -6079301.716693 nChanged 4 SP:Iteration 56Q (10332.778965 sec): 3 clusters Score: Raw -6082788.706517 + Penalty 3486.796798 = -6079301.909719 nChanged 6 SP:Iteration 57Q (10332.886883 sec): 3 clusters Score: Raw -6082789.091857 + Penalty 3486.796798 = -6079302.295058 nChanged 8 SP:Iteration 58Q (10332.992871 sec): 3 clusters Score: Raw -6082789.655813 + Penalty 3486.796798 = -6079302.859014 nChanged 5 SP:Iteration 59Q (10333.100390 sec): 3 clusters Score: Raw -6082790.191598 + Penalty 3486.796798 = -6079303.394799 nChanged 12 SP:Iteration 60F (10333.217599 sec): 3 clusters Score: Raw -6082791.389881 + Penalty 3486.796798 = -6079304.593083 nChanged 10 SP:Iteration 61Q (10333.325011 sec): 3 clusters Score: Raw -6082792.050144 + Penalty 3486.796798 = -6079305.253346 nChanged 5 SP:Iteration 62Q (10333.424152 sec): 3 clusters Score: Raw -6082792.452228 + Penalty 3486.796798 = -6079305.655429 nChanged 4 SP:Iteration 63Q (10333.541492 sec): 3 clusters Score: Raw -6082792.765554 + Penalty 3486.796798 = -6079305.968756 nChanged 5 SP:Iteration 64Q (10333.649887 sec): 3 clusters Score: Raw -6082793.131184 + Penalty 3486.796798 = -6079306.334385 nChanged 6 SP:Iteration 65Q (10333.764113 sec): 3 clusters Score: Raw -6082793.562708 + Penalty 3486.796798 = -6079306.765910 nChanged 8 SP:Iteration 66Q (10333.876329 sec): 3 clusters Score: Raw -6082794.062555 + Penalty 3486.796798 = -6079307.265756 nChanged 7 SP:Iteration 67Q (10333.990206 sec): 3 clusters Score: Raw -6082794.623367 + Penalty 3486.796798 = -6079307.826568 nChanged 7 SP:Iteration 68Q (10334.096140 sec): 3 clusters Score: Raw -6082794.954750 + Penalty 3486.796798 = -6079308.157952 nChanged 4 SP:Iteration 69Q (10334.209715 sec): 3 clusters Score: Raw -6082795.137245 + Penalty 3486.796798 = -6079308.340446 nChanged 4 SP:Iteration 70Q (10334.327229 sec): 3 clusters Score: Raw -6082795.351432 + Penalty 3486.796798 = -6079308.554634 nChanged 4 SP:Iteration 71Q (10334.443167 sec): 3 clusters Score: Raw -6082795.614750 + Penalty 3486.796798 = -6079308.817952 nChanged 2 SP:Iteration 72Q (10334.556031 sec): 3 clusters Score: Raw -6082795.727327 + Penalty 3486.796798 = -6079308.930529 nChanged 1 SP:Iteration 73Q (10334.669991 sec): 3 clusters Score: Raw -6082795.767852 + Penalty 3486.796798 = -6079308.971053 nChanged 1 SP:Iteration 74Q (10334.771154 sec): 3 clusters Score: Raw -6082795.796673 + Penalty 3486.796798 = -6079308.999875 nChanged 1 SP:Iteration 75Q (10334.878687 sec): 3 clusters Score: Raw -6082795.841001 + Penalty 3486.796798 = -6079309.044203 nChanged 3 SP:Iteration 76Q (10334.989793 sec): 3 clusters Score: Raw -6082795.954296 + Penalty 3486.796798 = -6079309.157497 nChanged 1 SP:Iteration 77Q (10335.108258 sec): 3 clusters Score: Raw -6082795.976765 + Penalty 3486.796798 = -6079309.179966 nChanged 0 SP:Iteration 78F (10335.198448 sec): 3 clusters Score: Raw -6082795.976765 + Penalty 3486.796798 = -6079309.179966 nChanged 0 Trying to split cluster 6 (4033 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10335.233064 sec): 2 clusters Score: Raw -517396.302876 + Penalty 1349.118192 = -516047.184684 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10335.288422 sec): 3 clusters Score: Raw -515413.360750 + Penalty 2698.236383 = -512715.124367 nChanged 1559 SP:Iteration 1F (10335.334501 sec): 3 clusters Score: Raw -516521.331773 + Penalty 2698.236383 = -513823.095390 nChanged 409 SP:Iteration 2F (10335.402407 sec): 3 clusters Score: Raw -516893.766043 + Penalty 2698.236383 = -514195.529659 nChanged 325 SP:Iteration 3F (10335.458090 sec): 3 clusters Score: Raw -517165.664799 + Penalty 2698.236383 = -514467.428416 nChanged 237 SP:Iteration 4F (10335.511631 sec): 3 clusters Score: Raw -517356.742527 + Penalty 2698.236383 = -514658.506144 nChanged 188 SP:Iteration 5Q (10335.567260 sec): 3 clusters Score: Raw -517498.667225 + Penalty 2698.236383 = -514800.430841 nChanged 146 SP:Iteration 6Q (10335.621421 sec): 3 clusters Score: Raw -517603.556618 + Penalty 2698.236383 = -514905.320234 nChanged 111 SP:Iteration 7Q (10335.679706 sec): 3 clusters Score: Raw -517672.526043 + Penalty 2698.236383 = -514974.289660 nChanged 88 SP:Iteration 8Q (10335.733093 sec): 3 clusters Score: Raw -517739.914459 + Penalty 2698.236383 = -515041.678075 nChanged 85 SP:Iteration 9Q (10335.788239 sec): 3 clusters Score: Raw -517793.214320 + Penalty 2698.236383 = -515094.977936 nChanged 57 SP:Iteration 10Q (10335.840779 sec): 3 clusters Score: Raw -517825.270355 + Penalty 2698.236383 = -515127.033971 nChanged 43 SP:Iteration 11Q (10335.886382 sec): 3 clusters Score: Raw -517849.672303 + Penalty 2698.236383 = -515151.435920 nChanged 36 SP:Iteration 12Q (10335.941611 sec): 3 clusters Score: Raw -517867.792807 + Penalty 2698.236383 = -515169.556423 nChanged 29 SP:Iteration 13Q (10336.008584 sec): 3 clusters Score: Raw -517880.006560 + Penalty 2698.236383 = -515181.770176 nChanged 14 SP:Iteration 14Q (10336.056966 sec): 3 clusters Score: Raw -517886.156650 + Penalty 2698.236383 = -515187.920266 nChanged 11 SP:Iteration 15Q (10336.104983 sec): 3 clusters Score: Raw -517889.913197 + Penalty 2698.236383 = -515191.676813 nChanged 8 SP:Iteration 16Q (10336.164521 sec): 3 clusters Score: Raw -517893.912519 + Penalty 2698.236383 = -515195.676136 nChanged 7 SP:Iteration 17Q (10336.218807 sec): 3 clusters Score: Raw -517896.341294 + Penalty 2698.236383 = -515198.104910 nChanged 8 SP:Iteration 18Q (10336.275708 sec): 3 clusters Score: Raw -517898.588456 + Penalty 2698.236383 = -515200.352073 nChanged 5 SP:Iteration 19Q (10336.320345 sec): 3 clusters Score: Raw -517900.211884 + Penalty 2698.236383 = -515201.975501 nChanged 3 SP:Iteration 20F (10336.368443 sec): 3 clusters Score: Raw -517902.949276 + Penalty 2698.236383 = -515204.712893 nChanged 5 SP:Iteration 21Q (10336.424768 sec): 3 clusters Score: Raw -517906.550007 + Penalty 2698.236383 = -515208.313624 nChanged 9 SP:Iteration 22Q (10336.481507 sec): 3 clusters Score: Raw -517912.258037 + Penalty 2698.236383 = -515214.021654 nChanged 9 SP:Iteration 23Q (10336.542496 sec): 3 clusters Score: Raw -517919.565881 + Penalty 2698.236383 = -515221.329498 nChanged 10 SP:Iteration 24Q (10336.600866 sec): 3 clusters Score: Raw -517924.144466 + Penalty 2698.236383 = -515225.908083 nChanged 8 SP:Iteration 25Q (10336.653680 sec): 3 clusters Score: Raw -517926.863393 + Penalty 2698.236383 = -515228.627009 nChanged 7 SP:Iteration 26Q (10336.713657 sec): 3 clusters Score: Raw -517928.183627 + Penalty 2698.236383 = -515229.947244 nChanged 4 SP:Iteration 27Q (10336.768273 sec): 3 clusters Score: Raw -517929.447612 + Penalty 2698.236383 = -515231.211229 nChanged 2 SP:Iteration 28Q (10336.822019 sec): 3 clusters Score: Raw -517930.274650 + Penalty 2698.236383 = -515232.038267 nChanged 3 SP:Iteration 29Q (10336.878676 sec): 3 clusters Score: Raw -517932.252738 + Penalty 2698.236383 = -515234.016355 nChanged 3 SP:Iteration 30Q (10336.936952 sec): 3 clusters Score: Raw -517933.642444 + Penalty 2698.236383 = -515235.406060 nChanged 6 SP:Iteration 31Q (10336.989740 sec): 3 clusters Score: Raw -517936.245172 + Penalty 2698.236383 = -515238.008789 nChanged 5 SP:Iteration 32Q (10337.045640 sec): 3 clusters Score: Raw -517937.728127 + Penalty 2698.236383 = -515239.491744 nChanged 3 SP:Iteration 33Q (10337.101944 sec): 3 clusters Score: Raw -517938.710865 + Penalty 2698.236383 = -515240.474482 nChanged 7 SP:Iteration 34Q (10337.159280 sec): 3 clusters Score: Raw -517941.813113 + Penalty 2698.236383 = -515243.576729 nChanged 4 SP:Iteration 35Q (10337.209045 sec): 3 clusters Score: Raw -517943.282866 + Penalty 2698.236383 = -515245.046483 nChanged 3 SP:Iteration 36Q (10337.252927 sec): 3 clusters Score: Raw -517945.071464 + Penalty 2698.236383 = -515246.835081 nChanged 4 SP:Iteration 37Q (10337.309876 sec): 3 clusters Score: Raw -517946.480795 + Penalty 2698.236383 = -515248.244411 nChanged 5 SP:Iteration 38Q (10337.356546 sec): 3 clusters Score: Raw -517948.437768 + Penalty 2698.236383 = -515250.201385 nChanged 9 SP:Iteration 39Q (10337.422323 sec): 3 clusters Score: Raw -517954.262287 + Penalty 2698.236383 = -515256.025903 nChanged 7 SP:Iteration 40F (10337.479433 sec): 3 clusters Score: Raw -517957.907452 + Penalty 2698.236383 = -515259.671069 nChanged 2 SP:Iteration 41Q (10337.536997 sec): 3 clusters Score: Raw -517958.839137 + Penalty 2698.236383 = -515260.602754 nChanged 1 SP:Iteration 42Q (10337.591633 sec): 3 clusters Score: Raw -517959.006997 + Penalty 2698.236383 = -515260.770613 nChanged 0 SP:Iteration 43F (10337.649070 sec): 3 clusters Score: Raw -517959.006997 + Penalty 2698.236383 = -515260.770613 nChanged 0 Trying to split cluster 7 (5393 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10337.669880 sec): 2 clusters Score: Raw -716949.490071 + Penalty 1396.339278 = -715553.150793 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10337.738069 sec): 3 clusters Score: Raw -714083.452548 + Penalty 2792.678556 = -711290.773992 nChanged 2198 SP:Iteration 1F (10337.786515 sec): 3 clusters Score: Raw -715251.773481 + Penalty 2792.678556 = -712459.094925 nChanged 305 SP:Iteration 2F (10337.855889 sec): 3 clusters Score: Raw -715395.363191 + Penalty 2792.678556 = -712602.684635 nChanged 247 SP:Iteration 3Q (10337.915027 sec): 3 clusters Score: Raw -715518.161855 + Penalty 2792.678556 = -712725.483299 nChanged 223 SP:Iteration 4Q (10337.957104 sec): 3 clusters Score: Raw -715625.271548 + Penalty 2792.678556 = -712832.592992 nChanged 211 SP:Iteration 5Q (10338.014114 sec): 3 clusters Score: Raw -715719.817278 + Penalty 2792.678556 = -712927.138722 nChanged 188 SP:Iteration 6Q (10338.073081 sec): 3 clusters Score: Raw -715816.510096 + Penalty 2792.678556 = -713023.831540 nChanged 182 SP:Iteration 7Q (10338.139239 sec): 3 clusters Score: Raw -715905.534300 + Penalty 2792.678556 = -713112.855744 nChanged 165 SP:Iteration 8Q (10338.190807 sec): 3 clusters Score: Raw -715981.656034 + Penalty 2792.678556 = -713188.977479 nChanged 182 SP:Iteration 9Q (10338.249178 sec): 3 clusters Score: Raw -716057.875820 + Penalty 2792.678556 = -713265.197264 nChanged 148 SP:Iteration 10Q (10338.315901 sec): 3 clusters Score: Raw -716126.770617 + Penalty 2792.678556 = -713334.092061 nChanged 148 SP:Iteration 11Q (10338.365878 sec): 3 clusters Score: Raw -716189.450699 + Penalty 2792.678556 = -713396.772143 nChanged 147 SP:Iteration 12Q (10338.425096 sec): 3 clusters Score: Raw -716257.930058 + Penalty 2792.678556 = -713465.251502 nChanged 127 SP:Iteration 13Q (10338.483930 sec): 3 clusters Score: Raw -716317.957554 + Penalty 2792.678556 = -713525.278998 nChanged 127 SP:Iteration 14Q (10338.539491 sec): 3 clusters Score: Raw -716396.356914 + Penalty 2792.678556 = -713603.678358 nChanged 140 SP:Iteration 15Q (10338.597359 sec): 3 clusters Score: Raw -716487.549309 + Penalty 2792.678556 = -713694.870754 nChanged 149 SP:Iteration 16Q (10338.660744 sec): 3 clusters Score: Raw -716579.218606 + Penalty 2792.678556 = -713786.540050 nChanged 136 SP:Iteration 17Q (10338.703648 sec): 3 clusters Score: Raw -716665.101652 + Penalty 2792.678556 = -713872.423096 nChanged 124 SP:Iteration 18Q (10338.759660 sec): 3 clusters Score: Raw -716750.571956 + Penalty 2792.678556 = -713957.893400 nChanged 115 SP:Iteration 19Q (10338.810353 sec): 3 clusters Score: Raw -716836.858134 + Penalty 2792.678556 = -714044.179578 nChanged 114 SP:Iteration 20F (10338.866237 sec): 3 clusters Score: Raw -716916.773469 + Penalty 2792.678556 = -714124.094913 nChanged 95 SP:Iteration 21Q (10338.924700 sec): 3 clusters Score: Raw -716972.928137 + Penalty 2792.678556 = -714180.249581 nChanged 84 SP:Iteration 22Q (10338.993097 sec): 3 clusters Score: Raw -717024.872938 + Penalty 2792.678556 = -714232.194382 nChanged 78 SP:Iteration 23Q (10339.045598 sec): 3 clusters Score: Raw -717072.992413 + Penalty 2792.678556 = -714280.313857 nChanged 70 SP:Iteration 24Q (10339.100375 sec): 3 clusters Score: Raw -717118.104164 + Penalty 2792.678556 = -714325.425608 nChanged 51 SP:Iteration 25Q (10339.157565 sec): 3 clusters Score: Raw -717146.435439 + Penalty 2792.678556 = -714353.756883 nChanged 41 SP:Iteration 26Q (10339.210563 sec): 3 clusters Score: Raw -717169.174560 + Penalty 2792.678556 = -714376.496004 nChanged 43 SP:Iteration 27Q (10339.257110 sec): 3 clusters Score: Raw -717192.084574 + Penalty 2792.678556 = -714399.406018 nChanged 43 SP:Iteration 28Q (10339.305219 sec): 3 clusters Score: Raw -717211.599303 + Penalty 2792.678556 = -714418.920747 nChanged 23 SP:Iteration 29Q (10339.366425 sec): 3 clusters Score: Raw -717220.323149 + Penalty 2792.678556 = -714427.644593 nChanged 20 SP:Iteration 30Q (10339.424411 sec): 3 clusters Score: Raw -717226.204159 + Penalty 2792.678556 = -714433.525603 nChanged 11 SP:Iteration 31Q (10339.481615 sec): 3 clusters Score: Raw -717229.121568 + Penalty 2792.678556 = -714436.443012 nChanged 8 SP:Iteration 32Q (10339.527084 sec): 3 clusters Score: Raw -717231.318703 + Penalty 2792.678556 = -714438.640147 nChanged 3 SP:Iteration 33Q (10339.590133 sec): 3 clusters Score: Raw -717232.254203 + Penalty 2792.678556 = -714439.575647 nChanged 1 SP:Iteration 34Q (10339.631127 sec): 3 clusters Score: Raw -717232.608976 + Penalty 2792.678556 = -714439.930420 nChanged 1 SP:Iteration 35Q (10339.697223 sec): 3 clusters Score: Raw -717232.706897 + Penalty 2792.678556 = -714440.028341 nChanged 0 SP:Iteration 36F (10339.752022 sec): 3 clusters Score: Raw -717232.706897 + Penalty 2792.678556 = -714440.028341 nChanged 0 Trying to split cluster 8 (2147 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10339.768407 sec): 2 clusters Score: Raw -295337.287390 + Penalty 1246.671855 = -294090.615536 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10339.812525 sec): 3 clusters Score: Raw -294382.925032 + Penalty 2493.343709 = -291889.581323 nChanged 784 SP:Iteration 1F (10339.862579 sec): 3 clusters Score: Raw -294857.017778 + Penalty 2493.343709 = -292363.674069 nChanged 164 SP:Iteration 2F (10339.916521 sec): 3 clusters Score: Raw -294968.971981 + Penalty 2493.343709 = -292475.628272 nChanged 94 SP:Iteration 3Q (10339.967800 sec): 3 clusters Score: Raw -295036.479027 + Penalty 2493.343709 = -292543.135318 nChanged 81 SP:Iteration 4Q (10340.008106 sec): 3 clusters Score: Raw -295100.256709 + Penalty 2493.343709 = -292606.913000 nChanged 88 SP:Iteration 5Q (10340.065271 sec): 3 clusters Score: Raw -295184.756456 + Penalty 2493.343709 = -292691.412746 nChanged 98 SP:Iteration 6Q (10340.119634 sec): 3 clusters Score: Raw -295290.408344 + Penalty 2493.343709 = -292797.064634 nChanged 109 SP:Iteration 7F (10340.171080 sec): 3 clusters Score: Raw -295445.402999 + Penalty 2493.343709 = -292952.059290 nChanged 130 SP:Iteration 8F (10340.225784 sec): 3 clusters Score: Raw -295616.792816 + Penalty 2493.343709 = -293123.449107 nChanged 99 SP:Iteration 9Q (10340.281603 sec): 3 clusters Score: Raw -295738.423726 + Penalty 2493.343709 = -293245.080017 nChanged 86 SP:Iteration 10Q (10340.332387 sec): 3 clusters Score: Raw -295845.540043 + Penalty 2493.343709 = -293352.196334 nChanged 69 SP:Iteration 11Q (10340.381631 sec): 3 clusters Score: Raw -295911.260844 + Penalty 2493.343709 = -293417.917135 nChanged 39 SP:Iteration 12Q (10340.436862 sec): 3 clusters Score: Raw -295940.035729 + Penalty 2493.343709 = -293446.692020 nChanged 24 SP:Iteration 13Q (10340.476181 sec): 3 clusters Score: Raw -295963.136470 + Penalty 2493.343709 = -293469.792761 nChanged 19 SP:Iteration 14Q (10340.541186 sec): 3 clusters Score: Raw -295977.717055 + Penalty 2493.343709 = -293484.373345 nChanged 6 SP:Iteration 15Q (10340.589817 sec): 3 clusters Score: Raw -295981.780546 + Penalty 2493.343709 = -293488.436837 nChanged 6 SP:Iteration 16Q (10340.644409 sec): 3 clusters Score: Raw -295985.308119 + Penalty 2493.343709 = -293491.964410 nChanged 2 SP:Iteration 17Q (10340.694290 sec): 3 clusters Score: Raw -295986.858922 + Penalty 2493.343709 = -293493.515213 nChanged 3 SP:Iteration 18Q (10340.747493 sec): 3 clusters Score: Raw -295987.895248 + Penalty 2493.343709 = -293494.551539 nChanged 3 SP:Iteration 19Q (10340.800997 sec): 3 clusters Score: Raw -295990.639241 + Penalty 2493.343709 = -293497.295532 nChanged 4 SP:Iteration 20F (10340.852311 sec): 3 clusters Score: Raw -295994.618475 + Penalty 2493.343709 = -293501.274766 nChanged 4 SP:Iteration 21Q (10340.905027 sec): 3 clusters Score: Raw -295997.864818 + Penalty 2493.343709 = -293504.521109 nChanged 2 SP:Iteration 22Q (10340.948129 sec): 3 clusters Score: Raw -295998.783886 + Penalty 2493.343709 = -293505.440177 nChanged 1 SP:Iteration 23Q (10341.000695 sec): 3 clusters Score: Raw -295999.530497 + Penalty 2493.343709 = -293506.186787 nChanged 1 SP:Iteration 24Q (10341.053222 sec): 3 clusters Score: Raw -295999.998258 + Penalty 2493.343709 = -293506.654549 nChanged 1 SP:Iteration 25Q (10341.104433 sec): 3 clusters Score: Raw -296000.566973 + Penalty 2493.343709 = -293507.223263 nChanged 1 SP:Iteration 26Q (10341.149324 sec): 3 clusters Score: Raw -296001.413552 + Penalty 2493.343709 = -293508.069843 nChanged 0 SP:Iteration 27F (10341.209271 sec): 3 clusters Score: Raw -296001.413552 + Penalty 2493.343709 = -293508.069843 nChanged 0 Trying to split cluster 9 (9035 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10341.245444 sec): 2 clusters Score: Raw -1097086.782073 + Penalty 1480.189945 = -1095606.592127 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10341.308779 sec): 3 clusters Score: Raw -1092008.351879 + Penalty 2960.379891 = -1089047.971988 nChanged 3905 SP:Iteration 1F (10341.361569 sec): 3 clusters Score: Raw -1094119.830148 + Penalty 2960.379891 = -1091159.450257 nChanged 631 SP:Iteration 2F (10341.437493 sec): 3 clusters Score: Raw -1094439.751670 + Penalty 2960.379891 = -1091479.371779 nChanged 542 SP:Iteration 3F (10341.501746 sec): 3 clusters Score: Raw -1094696.124350 + Penalty 2960.379891 = -1091735.744459 nChanged 444 SP:Iteration 4Q (10341.566539 sec): 3 clusters Score: Raw -1094936.270797 + Penalty 2960.379891 = -1091975.890906 nChanged 434 SP:Iteration 5Q (10341.618648 sec): 3 clusters Score: Raw -1095208.247647 + Penalty 2960.379891 = -1092247.867756 nChanged 417 SP:Iteration 6Q (10341.693568 sec): 3 clusters Score: Raw -1095499.282726 + Penalty 2960.379891 = -1092538.902835 nChanged 359 SP:Iteration 7Q (10341.745874 sec): 3 clusters Score: Raw -1095787.807055 + Penalty 2960.379891 = -1092827.427164 nChanged 358 SP:Iteration 8Q (10341.821487 sec): 3 clusters Score: Raw -1096061.167636 + Penalty 2960.379891 = -1093100.787745 nChanged 345 SP:Iteration 9Q (10341.884023 sec): 3 clusters Score: Raw -1096297.640081 + Penalty 2960.379891 = -1093337.260190 nChanged 300 SP:Iteration 10Q (10341.950595 sec): 3 clusters Score: Raw -1096480.005154 + Penalty 2960.379891 = -1093519.625263 nChanged 267 SP:Iteration 11Q (10342.014676 sec): 3 clusters Score: Raw -1096624.926947 + Penalty 2960.379891 = -1093664.547056 nChanged 256 SP:Iteration 12Q (10342.067235 sec): 3 clusters Score: Raw -1096739.896847 + Penalty 2960.379891 = -1093779.516956 nChanged 200 SP:Iteration 13Q (10342.130614 sec): 3 clusters Score: Raw -1096817.070574 + Penalty 2960.379891 = -1093856.690683 nChanged 167 SP:Iteration 14Q (10342.198047 sec): 3 clusters Score: Raw -1096881.828803 + Penalty 2960.379891 = -1093921.448912 nChanged 136 SP:Iteration 15Q (10342.262926 sec): 3 clusters Score: Raw -1096938.964585 + Penalty 2960.379891 = -1093978.584694 nChanged 129 SP:Iteration 16Q (10342.331624 sec): 3 clusters Score: Raw -1096983.556177 + Penalty 2960.379891 = -1094023.176286 nChanged 123 SP:Iteration 17Q (10342.384529 sec): 3 clusters Score: Raw -1097024.209737 + Penalty 2960.379891 = -1094063.829846 nChanged 104 SP:Iteration 18Q (10342.449073 sec): 3 clusters Score: Raw -1097059.701840 + Penalty 2960.379891 = -1094099.321949 nChanged 107 SP:Iteration 19Q (10342.511232 sec): 3 clusters Score: Raw -1097099.985078 + Penalty 2960.379891 = -1094139.605187 nChanged 99 SP:Iteration 20F (10342.561433 sec): 3 clusters Score: Raw -1097139.625589 + Penalty 2960.379891 = -1094179.245698 nChanged 103 SP:Iteration 21Q (10342.631352 sec): 3 clusters Score: Raw -1097191.505384 + Penalty 2960.379891 = -1094231.125493 nChanged 128 SP:Iteration 22Q (10342.694732 sec): 3 clusters Score: Raw -1097248.251556 + Penalty 2960.379891 = -1094287.871665 nChanged 112 SP:Iteration 23Q (10342.757537 sec): 3 clusters Score: Raw -1097291.599821 + Penalty 2960.379891 = -1094331.219930 nChanged 93 SP:Iteration 24Q (10342.804113 sec): 3 clusters Score: Raw -1097322.001357 + Penalty 2960.379891 = -1094361.621466 nChanged 83 SP:Iteration 25Q (10342.860491 sec): 3 clusters Score: Raw -1097344.852009 + Penalty 2960.379891 = -1094384.472118 nChanged 71 SP:Iteration 26Q (10342.931575 sec): 3 clusters Score: Raw -1097362.162104 + Penalty 2960.379891 = -1094401.782213 nChanged 59 SP:Iteration 27Q (10342.996214 sec): 3 clusters Score: Raw -1097376.248137 + Penalty 2960.379891 = -1094415.868246 nChanged 47 SP:Iteration 28Q (10343.061002 sec): 3 clusters Score: Raw -1097387.927974 + Penalty 2960.379891 = -1094427.548083 nChanged 41 SP:Iteration 29Q (10343.108882 sec): 3 clusters Score: Raw -1097397.841696 + Penalty 2960.379891 = -1094437.461805 nChanged 34 SP:Iteration 30Q (10343.183582 sec): 3 clusters Score: Raw -1097407.352016 + Penalty 2960.379891 = -1094446.972125 nChanged 31 SP:Iteration 31Q (10343.234773 sec): 3 clusters Score: Raw -1097413.494737 + Penalty 2960.379891 = -1094453.114846 nChanged 34 SP:Iteration 32Q (10343.297570 sec): 3 clusters Score: Raw -1097419.969360 + Penalty 2960.379891 = -1094459.589469 nChanged 25 SP:Iteration 33Q (10343.358863 sec): 3 clusters Score: Raw -1097423.774742 + Penalty 2960.379891 = -1094463.394851 nChanged 19 SP:Iteration 34Q (10343.418959 sec): 3 clusters Score: Raw -1097426.543005 + Penalty 2960.379891 = -1094466.163114 nChanged 12 SP:Iteration 35Q (10343.494014 sec): 3 clusters Score: Raw -1097428.203948 + Penalty 2960.379891 = -1094467.824057 nChanged 8 SP:Iteration 36Q (10343.555806 sec): 3 clusters Score: Raw -1097429.032571 + Penalty 2960.379891 = -1094468.652680 nChanged 10 SP:Iteration 37Q (10343.620633 sec): 3 clusters Score: Raw -1097430.009916 + Penalty 2960.379891 = -1094469.630025 nChanged 7 SP:Iteration 38Q (10343.683819 sec): 3 clusters Score: Raw -1097430.789343 + Penalty 2960.379891 = -1094470.409452 nChanged 5 SP:Iteration 39Q (10343.747334 sec): 3 clusters Score: Raw -1097431.382935 + Penalty 2960.379891 = -1094471.003044 nChanged 5 SP:Iteration 40F (10343.811523 sec): 3 clusters Score: Raw -1097431.931980 + Penalty 2960.379891 = -1094471.552089 nChanged 3 SP:Iteration 41Q (10343.875075 sec): 3 clusters Score: Raw -1097432.292254 + Penalty 2960.379891 = -1094471.912363 nChanged 2 SP:Iteration 42Q (10343.927398 sec): 3 clusters Score: Raw -1097432.503892 + Penalty 2960.379891 = -1094472.124001 nChanged 1 SP:Iteration 43Q (10343.997137 sec): 3 clusters Score: Raw -1097432.625679 + Penalty 2960.379891 = -1094472.245788 nChanged 3 SP:Iteration 44Q (10344.053088 sec): 3 clusters Score: Raw -1097432.900133 + Penalty 2960.379891 = -1094472.520242 nChanged 2 SP:Iteration 45Q (10344.118827 sec): 3 clusters Score: Raw -1097433.212045 + Penalty 2960.379891 = -1094472.832154 nChanged 2 SP:Iteration 46Q (10344.183315 sec): 3 clusters Score: Raw -1097433.341818 + Penalty 2960.379891 = -1094472.961927 nChanged 2 SP:Iteration 47Q (10344.247409 sec): 3 clusters Score: Raw -1097433.499477 + Penalty 2960.379891 = -1094473.119586 nChanged 5 SP:Iteration 48Q (10344.309245 sec): 3 clusters Score: Raw -1097434.178558 + Penalty 2960.379891 = -1094473.798667 nChanged 4 SP:Iteration 49Q (10344.361623 sec): 3 clusters Score: Raw -1097434.684401 + Penalty 2960.379891 = -1094474.304511 nChanged 4 SP:Iteration 50Q (10344.437033 sec): 3 clusters Score: Raw -1097435.104195 + Penalty 2960.379891 = -1094474.724304 nChanged 2 SP:Iteration 51Q (10344.490607 sec): 3 clusters Score: Raw -1097435.353669 + Penalty 2960.379891 = -1094474.973778 nChanged 1 SP:Iteration 52Q (10344.547266 sec): 3 clusters Score: Raw -1097435.462287 + Penalty 2960.379891 = -1094475.082396 nChanged 0 SP:Iteration 53F (10344.597225 sec): 3 clusters Score: Raw -1097435.462287 + Penalty 2960.379891 = -1094475.082396 nChanged 0 Trying to split cluster 10 (14111 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10344.644074 sec): 2 clusters Score: Raw -1834630.860901 + Penalty 1552.640361 = -1833078.220540 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10344.728169 sec): 3 clusters Score: Raw -1826458.651061 + Penalty 3105.280722 = -1823353.370339 nChanged 6212 SP:Iteration 1F (10344.801714 sec): 3 clusters Score: Raw -1830105.099173 + Penalty 3105.280722 = -1826999.818451 nChanged 883 SP:Iteration 2F (10344.853517 sec): 3 clusters Score: Raw -1830571.984494 + Penalty 3105.280722 = -1827466.703772 nChanged 853 SP:Iteration 3F (10344.934945 sec): 3 clusters Score: Raw -1830996.926832 + Penalty 3105.280722 = -1827891.646110 nChanged 783 SP:Iteration 4F (10345.007571 sec): 3 clusters Score: Raw -1831401.735732 + Penalty 3105.280722 = -1828296.455010 nChanged 747 SP:Iteration 5F (10345.069235 sec): 3 clusters Score: Raw -1831784.171346 + Penalty 3105.280722 = -1828678.890624 nChanged 665 SP:Iteration 6Q (10345.142931 sec): 3 clusters Score: Raw -1832109.770465 + Penalty 3105.280722 = -1829004.489743 nChanged 582 SP:Iteration 7Q (10345.227715 sec): 3 clusters Score: Raw -1832372.539871 + Penalty 3105.280722 = -1829267.259149 nChanged 485 SP:Iteration 8Q (10345.289656 sec): 3 clusters Score: Raw -1832602.254475 + Penalty 3105.280722 = -1829496.973753 nChanged 446 SP:Iteration 9Q (10345.362985 sec): 3 clusters Score: Raw -1832843.161313 + Penalty 3105.280722 = -1829737.880591 nChanged 390 SP:Iteration 10Q (10345.436039 sec): 3 clusters Score: Raw -1833106.875386 + Penalty 3105.280722 = -1830001.594664 nChanged 351 SP:Iteration 11Q (10345.517905 sec): 3 clusters Score: Raw -1833374.200127 + Penalty 3105.280722 = -1830268.919405 nChanged 326 SP:Iteration 12Q (10345.592387 sec): 3 clusters Score: Raw -1833613.990587 + Penalty 3105.280722 = -1830508.709865 nChanged 276 SP:Iteration 13Q (10345.653466 sec): 3 clusters Score: Raw -1833814.306834 + Penalty 3105.280722 = -1830709.026112 nChanged 259 SP:Iteration 14Q (10345.734973 sec): 3 clusters Score: Raw -1833993.444311 + Penalty 3105.280722 = -1830888.163588 nChanged 212 SP:Iteration 15Q (10345.801178 sec): 3 clusters Score: Raw -1834142.785988 + Penalty 3105.280722 = -1831037.505266 nChanged 184 SP:Iteration 16Q (10345.876668 sec): 3 clusters Score: Raw -1834277.044768 + Penalty 3105.280722 = -1831171.764046 nChanged 186 SP:Iteration 17Q (10345.949339 sec): 3 clusters Score: Raw -1834411.867534 + Penalty 3105.280722 = -1831306.586812 nChanged 175 SP:Iteration 18Q (10346.020834 sec): 3 clusters Score: Raw -1834518.407710 + Penalty 3105.280722 = -1831413.126988 nChanged 145 SP:Iteration 19Q (10346.091668 sec): 3 clusters Score: Raw -1834600.979861 + Penalty 3105.280722 = -1831495.699139 nChanged 126 SP:Iteration 20F (10346.163098 sec): 3 clusters Score: Raw -1834666.375641 + Penalty 3105.280722 = -1831561.094919 nChanged 93 SP:Iteration 21Q (10346.229884 sec): 3 clusters Score: Raw -1834705.402529 + Penalty 3105.280722 = -1831600.121807 nChanged 94 SP:Iteration 22Q (10346.290217 sec): 3 clusters Score: Raw -1834749.199854 + Penalty 3105.280722 = -1831643.919132 nChanged 88 SP:Iteration 23Q (10346.353726 sec): 3 clusters Score: Raw -1834785.764603 + Penalty 3105.280722 = -1831680.483881 nChanged 73 SP:Iteration 24Q (10346.385168 sec): 3 clusters Score: Raw -1834810.502451 + Penalty 3105.280722 = -1831705.221728 nChanged 53 SP:Iteration 25Q (10346.416821 sec): 3 clusters Score: Raw -1834825.425607 + Penalty 3105.280722 = -1831720.144885 nChanged 41 SP:Iteration 26Q (10346.448359 sec): 3 clusters Score: Raw -1834835.937161 + Penalty 3105.280722 = -1831730.656439 nChanged 34 SP:Iteration 27Q (10346.479872 sec): 3 clusters Score: Raw -1834843.640285 + Penalty 3105.280722 = -1831738.359563 nChanged 27 SP:Iteration 28Q (10346.511421 sec): 3 clusters Score: Raw -1834848.933132 + Penalty 3105.280722 = -1831743.652410 nChanged 16 SP:Iteration 29Q (10346.542908 sec): 3 clusters Score: Raw -1834851.176048 + Penalty 3105.280722 = -1831745.895326 nChanged 14 SP:Iteration 30Q (10346.574430 sec): 3 clusters Score: Raw -1834853.139972 + Penalty 3105.280722 = -1831747.859250 nChanged 11 SP:Iteration 31Q (10346.605881 sec): 3 clusters Score: Raw -1834855.431559 + Penalty 3105.280722 = -1831750.150837 nChanged 17 SP:Iteration 32Q (10346.637190 sec): 3 clusters Score: Raw -1834859.606913 + Penalty 3105.280722 = -1831754.326191 nChanged 26 SP:Iteration 33Q (10346.668593 sec): 3 clusters Score: Raw -1834865.684014 + Penalty 3105.280722 = -1831760.403292 nChanged 19 SP:Iteration 34Q (10346.699933 sec): 3 clusters Score: Raw -1834871.430960 + Penalty 3105.280722 = -1831766.150238 nChanged 23 SP:Iteration 35Q (10346.731195 sec): 3 clusters Score: Raw -1834880.134624 + Penalty 3105.280722 = -1831774.853902 nChanged 17 SP:Iteration 36Q (10346.762342 sec): 3 clusters Score: Raw -1834884.155862 + Penalty 3105.280722 = -1831778.875139 nChanged 11 SP:Iteration 37Q (10346.793562 sec): 3 clusters Score: Raw -1834886.067021 + Penalty 3105.280722 = -1831780.786299 nChanged 14 SP:Iteration 38Q (10346.824722 sec): 3 clusters Score: Raw -1834888.454801 + Penalty 3105.280722 = -1831783.174079 nChanged 7 SP:Iteration 39Q (10346.855919 sec): 3 clusters Score: Raw -1834889.299322 + Penalty 3105.280722 = -1831784.018600 nChanged 2 SP:Iteration 40F (10346.890835 sec): 3 clusters Score: Raw -1834889.789766 + Penalty 3105.280722 = -1831784.509044 nChanged 5 SP:Iteration 41Q (10346.970038 sec): 3 clusters Score: Raw -1834890.821102 + Penalty 3105.280722 = -1831785.540380 nChanged 5 SP:Iteration 42Q (10347.027986 sec): 3 clusters Score: Raw -1834891.741811 + Penalty 3105.280722 = -1831786.461089 nChanged 8 SP:Iteration 43Q (10347.059194 sec): 3 clusters Score: Raw -1834893.353845 + Penalty 3105.280722 = -1831788.073123 nChanged 6 SP:Iteration 44Q (10347.090374 sec): 3 clusters Score: Raw -1834894.482797 + Penalty 3105.280722 = -1831789.202075 nChanged 2 SP:Iteration 45Q (10347.121624 sec): 3 clusters Score: Raw -1834894.985791 + Penalty 3105.280722 = -1831789.705069 nChanged 2 SP:Iteration 46Q (10347.152935 sec): 3 clusters Score: Raw -1834895.402401 + Penalty 3105.280722 = -1831790.121678 nChanged 3 SP:Iteration 47Q (10347.184173 sec): 3 clusters Score: Raw -1834896.241055 + Penalty 3105.280722 = -1831790.960333 nChanged 5 SP:Iteration 48Q (10347.215492 sec): 3 clusters Score: Raw -1834896.890776 + Penalty 3105.280722 = -1831791.610054 nChanged 1 SP:Iteration 49Q (10347.246824 sec): 3 clusters Score: Raw -1834896.951150 + Penalty 3105.280722 = -1831791.670428 nChanged 0 SP:Iteration 50F (10347.281729 sec): 3 clusters Score: Raw -1834896.951150 + Penalty 3105.280722 = -1831791.670428 nChanged 0 Trying to split cluster 11 (3636 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10347.299717 sec): 2 clusters Score: Raw -463414.174237 + Penalty 1332.278911 = -462081.895326 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10347.318220 sec): 3 clusters Score: Raw -461627.173623 + Penalty 2664.557823 = -458962.615801 nChanged 1429 SP:Iteration 1F (10347.335605 sec): 3 clusters Score: Raw -462498.498332 + Penalty 2664.557823 = -459833.940509 nChanged 285 SP:Iteration 2F (10347.353126 sec): 3 clusters Score: Raw -462681.798723 + Penalty 2664.557823 = -460017.240900 nChanged 201 SP:Iteration 3F (10347.371415 sec): 3 clusters Score: Raw -462805.787177 + Penalty 2664.557823 = -460141.229354 nChanged 136 SP:Iteration 4Q (10347.389343 sec): 3 clusters Score: Raw -462889.440336 + Penalty 2664.557823 = -460224.882513 nChanged 140 SP:Iteration 5Q (10347.406894 sec): 3 clusters Score: Raw -462977.276093 + Penalty 2664.557823 = -460312.718270 nChanged 137 SP:Iteration 6Q (10347.424397 sec): 3 clusters Score: Raw -463059.478479 + Penalty 2664.557823 = -460394.920656 nChanged 106 SP:Iteration 7Q (10347.441911 sec): 3 clusters Score: Raw -463124.812316 + Penalty 2664.557823 = -460460.254493 nChanged 98 SP:Iteration 8Q (10347.460486 sec): 3 clusters Score: Raw -463183.204267 + Penalty 2664.557823 = -460518.646444 nChanged 99 SP:Iteration 9Q (10347.478405 sec): 3 clusters Score: Raw -463244.528910 + Penalty 2664.557823 = -460579.971087 nChanged 102 SP:Iteration 10Q (10347.495871 sec): 3 clusters Score: Raw -463307.155983 + Penalty 2664.557823 = -460642.598160 nChanged 94 SP:Iteration 11Q (10347.513306 sec): 3 clusters Score: Raw -463360.038729 + Penalty 2664.557823 = -460695.480906 nChanged 81 SP:Iteration 12Q (10347.530832 sec): 3 clusters Score: Raw -463407.954757 + Penalty 2664.557823 = -460743.396934 nChanged 83 SP:Iteration 13Q (10347.548233 sec): 3 clusters Score: Raw -463451.824746 + Penalty 2664.557823 = -460787.266923 nChanged 69 SP:Iteration 14Q (10347.566764 sec): 3 clusters Score: Raw -463489.154187 + Penalty 2664.557823 = -460824.596364 nChanged 76 SP:Iteration 15Q (10347.584363 sec): 3 clusters Score: Raw -463524.137109 + Penalty 2664.557823 = -460859.579286 nChanged 50 SP:Iteration 16Q (10347.601710 sec): 3 clusters Score: Raw -463546.549725 + Penalty 2664.557823 = -460881.991902 nChanged 42 SP:Iteration 17Q (10347.619047 sec): 3 clusters Score: Raw -463568.668627 + Penalty 2664.557823 = -460904.110804 nChanged 54 SP:Iteration 18Q (10347.636386 sec): 3 clusters Score: Raw -463601.134206 + Penalty 2664.557823 = -460936.576383 nChanged 49 SP:Iteration 19Q (10347.654593 sec): 3 clusters Score: Raw -463637.603186 + Penalty 2664.557823 = -460973.045363 nChanged 47 SP:Iteration 20F (10347.672543 sec): 3 clusters Score: Raw -463670.902782 + Penalty 2664.557823 = -461006.344959 nChanged 47 SP:Iteration 21Q (10347.689894 sec): 3 clusters Score: Raw -463705.201466 + Penalty 2664.557823 = -461040.643643 nChanged 55 SP:Iteration 22Q (10347.707179 sec): 3 clusters Score: Raw -463747.723590 + Penalty 2664.557823 = -461083.165767 nChanged 56 SP:Iteration 23Q (10347.724468 sec): 3 clusters Score: Raw -463799.139907 + Penalty 2664.557823 = -461134.582084 nChanged 54 SP:Iteration 24Q (10347.743580 sec): 3 clusters Score: Raw -463834.884159 + Penalty 2664.557823 = -461170.326336 nChanged 47 SP:Iteration 25Q (10347.761188 sec): 3 clusters Score: Raw -463862.146922 + Penalty 2664.557823 = -461197.589099 nChanged 45 SP:Iteration 26Q (10347.778240 sec): 3 clusters Score: Raw -463883.823940 + Penalty 2664.557823 = -461219.266117 nChanged 32 SP:Iteration 27Q (10347.795424 sec): 3 clusters Score: Raw -463903.858711 + Penalty 2664.557823 = -461239.300888 nChanged 40 SP:Iteration 28Q (10347.813471 sec): 3 clusters Score: Raw -463926.750783 + Penalty 2664.557823 = -461262.192960 nChanged 37 SP:Iteration 29Q (10347.831090 sec): 3 clusters Score: Raw -463939.703640 + Penalty 2664.557823 = -461275.145817 nChanged 20 SP:Iteration 30Q (10347.848189 sec): 3 clusters Score: Raw -463946.734554 + Penalty 2664.557823 = -461282.176731 nChanged 19 SP:Iteration 31Q (10347.865119 sec): 3 clusters Score: Raw -463954.903697 + Penalty 2664.557823 = -461290.345874 nChanged 24 SP:Iteration 32Q (10347.882193 sec): 3 clusters Score: Raw -463963.885972 + Penalty 2664.557823 = -461299.328149 nChanged 20 SP:Iteration 33Q (10347.899736 sec): 3 clusters Score: Raw -463970.174033 + Penalty 2664.557823 = -461305.616210 nChanged 14 SP:Iteration 34Q (10347.917075 sec): 3 clusters Score: Raw -463975.867063 + Penalty 2664.557823 = -461311.309240 nChanged 14 SP:Iteration 35Q (10347.934153 sec): 3 clusters Score: Raw -463981.653987 + Penalty 2664.557823 = -461317.096164 nChanged 15 SP:Iteration 36Q (10347.951030 sec): 3 clusters Score: Raw -463985.742796 + Penalty 2664.557823 = -461321.184973 nChanged 11 SP:Iteration 37Q (10347.968081 sec): 3 clusters Score: Raw -463989.488855 + Penalty 2664.557823 = -461324.931032 nChanged 6 SP:Iteration 38Q (10347.984938 sec): 3 clusters Score: Raw -463991.421906 + Penalty 2664.557823 = -461326.864083 nChanged 9 SP:Iteration 39Q (10348.002621 sec): 3 clusters Score: Raw -463994.271544 + Penalty 2664.557823 = -461329.713721 nChanged 8 SP:Iteration 40F (10348.020539 sec): 3 clusters Score: Raw -463997.502512 + Penalty 2664.557823 = -461332.944689 nChanged 11 SP:Iteration 41Q (10348.037618 sec): 3 clusters Score: Raw -464001.271026 + Penalty 2664.557823 = -461336.713203 nChanged 13 SP:Iteration 42Q (10348.054666 sec): 3 clusters Score: Raw -464005.367434 + Penalty 2664.557823 = -461340.809611 nChanged 10 SP:Iteration 43Q (10348.071663 sec): 3 clusters Score: Raw -464008.579810 + Penalty 2664.557823 = -461344.021987 nChanged 11 SP:Iteration 44Q (10348.088871 sec): 3 clusters Score: Raw -464012.786389 + Penalty 2664.557823 = -461348.228566 nChanged 14 SP:Iteration 45Q (10348.106362 sec): 3 clusters Score: Raw -464016.962708 + Penalty 2664.557823 = -461352.404885 nChanged 7 SP:Iteration 46Q (10348.123399 sec): 3 clusters Score: Raw -464018.665109 + Penalty 2664.557823 = -461354.107286 nChanged 5 SP:Iteration 47Q (10348.140383 sec): 3 clusters Score: Raw -464020.344044 + Penalty 2664.557823 = -461355.786221 nChanged 2 SP:Iteration 48Q (10348.157471 sec): 3 clusters Score: Raw -464020.900003 + Penalty 2664.557823 = -461356.342180 nChanged 3 SP:Iteration 49Q (10348.174485 sec): 3 clusters Score: Raw -464021.630233 + Penalty 2664.557823 = -461357.072410 nChanged 2 SP:Iteration 50Q (10348.191975 sec): 3 clusters Score: Raw -464022.047841 + Penalty 2664.557823 = -461357.490018 nChanged 1 SP:Iteration 51Q (10348.209427 sec): 3 clusters Score: Raw -464022.205999 + Penalty 2664.557823 = -461357.648176 nChanged 1 SP:Iteration 52Q (10348.226498 sec): 3 clusters Score: Raw -464022.414851 + Penalty 2664.557823 = -461357.857028 nChanged 1 SP:Iteration 53Q (10348.243342 sec): 3 clusters Score: Raw -464022.575721 + Penalty 2664.557823 = -461358.017898 nChanged 1 SP:Iteration 54Q (10348.260356 sec): 3 clusters Score: Raw -464022.692788 + Penalty 2664.557823 = -461358.134965 nChanged 0 SP:Iteration 55F (10348.278433 sec): 3 clusters Score: Raw -464022.692788 + Penalty 2664.557823 = -461358.134965 nChanged 0 Trying to split cluster 12 (16774 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10348.313861 sec): 2 clusters Score: Raw -2144573.786868 + Penalty 1580.732619 = -2142993.054249 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10348.371095 sec): 3 clusters Score: Raw -2134606.218048 + Penalty 3161.465238 = -2131444.752810 nChanged 7513 SP:Iteration 1F (10348.427523 sec): 3 clusters Score: Raw -2138882.036074 + Penalty 3161.465238 = -2135720.570836 nChanged 1009 SP:Iteration 2F (10348.466036 sec): 3 clusters Score: Raw -2139410.295918 + Penalty 3161.465238 = -2136248.830680 nChanged 1111 SP:Iteration 3F (10348.507911 sec): 3 clusters Score: Raw -2140109.834354 + Penalty 3161.465238 = -2136948.369116 nChanged 1203 SP:Iteration 4F (10348.549570 sec): 3 clusters Score: Raw -2140995.495794 + Penalty 3161.465238 = -2137834.030556 nChanged 1225 SP:Iteration 5F (10348.591175 sec): 3 clusters Score: Raw -2142038.548129 + Penalty 3161.465238 = -2138877.082891 nChanged 1137 SP:Iteration 6F (10348.632860 sec): 3 clusters Score: Raw -2143102.246754 + Penalty 3161.465238 = -2139940.781516 nChanged 867 SP:Iteration 7F (10348.674550 sec): 3 clusters Score: Raw -2143977.259407 + Penalty 3161.465238 = -2140815.794169 nChanged 555 SP:Iteration 8Q (10348.715486 sec): 3 clusters Score: Raw -2144524.397825 + Penalty 3161.465238 = -2141362.932588 nChanged 259 SP:Iteration 9Q (10348.767750 sec): 3 clusters Score: Raw -2144755.968122 + Penalty 3161.465238 = -2141594.502884 nChanged 107 SP:Iteration 10Q (10348.805910 sec): 3 clusters Score: Raw -2144871.787574 + Penalty 3161.465238 = -2141710.322337 nChanged 81 SP:Iteration 11Q (10348.881824 sec): 3 clusters Score: Raw -2144941.627921 + Penalty 3161.465238 = -2141780.162683 nChanged 52 SP:Iteration 12Q (10348.956318 sec): 3 clusters Score: Raw -2144987.822183 + Penalty 3161.465238 = -2141826.356945 nChanged 34 SP:Iteration 13Q (10349.027993 sec): 3 clusters Score: Raw -2145022.161316 + Penalty 3161.465238 = -2141860.696078 nChanged 29 SP:Iteration 14Q (10349.094640 sec): 3 clusters Score: Raw -2145046.488734 + Penalty 3161.465238 = -2141885.023496 nChanged 21 SP:Iteration 15Q (10349.168708 sec): 3 clusters Score: Raw -2145064.099281 + Penalty 3161.465238 = -2141902.634043 nChanged 15 SP:Iteration 16Q (10349.243994 sec): 3 clusters Score: Raw -2145071.956438 + Penalty 3161.465238 = -2141910.491200 nChanged 15 SP:Iteration 17Q (10349.317793 sec): 3 clusters Score: Raw -2145080.775024 + Penalty 3161.465238 = -2141919.309786 nChanged 10 SP:Iteration 18Q (10349.391597 sec): 3 clusters Score: Raw -2145087.667312 + Penalty 3161.465238 = -2141926.202074 nChanged 5 SP:Iteration 19Q (10349.465285 sec): 3 clusters Score: Raw -2145090.796127 + Penalty 3161.465238 = -2141929.330889 nChanged 3 SP:Iteration 20F (10349.543949 sec): 3 clusters Score: Raw -2145092.347108 + Penalty 3161.465238 = -2141930.881870 nChanged 0 Trying to split cluster 13 (3006 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10349.574858 sec): 2 clusters Score: Raw -389625.258062 + Penalty 1301.359405 = -388323.898657 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10349.629068 sec): 3 clusters Score: Raw -388167.177749 + Penalty 2602.718810 = -385564.458939 nChanged 1160 SP:Iteration 1F (10349.679877 sec): 3 clusters Score: Raw -388812.912175 + Penalty 2602.718810 = -386210.193365 nChanged 225 SP:Iteration 2F (10349.723051 sec): 3 clusters Score: Raw -388963.400428 + Penalty 2602.718810 = -386360.681618 nChanged 178 SP:Iteration 3F (10349.777448 sec): 3 clusters Score: Raw -389070.184510 + Penalty 2602.718810 = -386467.465699 nChanged 135 SP:Iteration 4Q (10349.844267 sec): 3 clusters Score: Raw -389149.749663 + Penalty 2602.718810 = -386547.030853 nChanged 114 SP:Iteration 5Q (10349.886661 sec): 3 clusters Score: Raw -389234.441663 + Penalty 2602.718810 = -386631.722852 nChanged 109 SP:Iteration 6Q (10349.937738 sec): 3 clusters Score: Raw -389311.287863 + Penalty 2602.718810 = -386708.569053 nChanged 98 SP:Iteration 7Q (10349.989802 sec): 3 clusters Score: Raw -389369.684392 + Penalty 2602.718810 = -386766.965582 nChanged 81 SP:Iteration 8Q (10350.036917 sec): 3 clusters Score: Raw -389411.314639 + Penalty 2602.718810 = -386808.595828 nChanged 73 SP:Iteration 9Q (10350.071199 sec): 3 clusters Score: Raw -389449.569916 + Penalty 2602.718810 = -386846.851106 nChanged 54 SP:Iteration 10Q (10350.125738 sec): 3 clusters Score: Raw -389480.881038 + Penalty 2602.718810 = -386878.162227 nChanged 56 SP:Iteration 11Q (10350.169493 sec): 3 clusters Score: Raw -389514.894785 + Penalty 2602.718810 = -386912.175974 nChanged 54 SP:Iteration 12Q (10350.228080 sec): 3 clusters Score: Raw -389542.235104 + Penalty 2602.718810 = -386939.516294 nChanged 36 SP:Iteration 13Q (10350.276120 sec): 3 clusters Score: Raw -389561.093054 + Penalty 2602.718810 = -386958.374243 nChanged 31 SP:Iteration 14Q (10350.319460 sec): 3 clusters Score: Raw -389573.994821 + Penalty 2602.718810 = -386971.276011 nChanged 25 SP:Iteration 15Q (10350.372375 sec): 3 clusters Score: Raw -389589.254697 + Penalty 2602.718810 = -386986.535886 nChanged 33 SP:Iteration 16Q (10350.425107 sec): 3 clusters Score: Raw -389603.043673 + Penalty 2602.718810 = -387000.324863 nChanged 31 SP:Iteration 17Q (10350.475264 sec): 3 clusters Score: Raw -389615.196042 + Penalty 2602.718810 = -387012.477232 nChanged 29 SP:Iteration 18Q (10350.524662 sec): 3 clusters Score: Raw -389624.758032 + Penalty 2602.718810 = -387022.039222 nChanged 27 SP:Iteration 19Q (10350.569076 sec): 3 clusters Score: Raw -389634.051727 + Penalty 2602.718810 = -387031.332917 nChanged 27 SP:Iteration 20F (10350.622025 sec): 3 clusters Score: Raw -389649.761770 + Penalty 2602.718810 = -387047.042960 nChanged 32 SP:Iteration 21Q (10350.673935 sec): 3 clusters Score: Raw -389668.576205 + Penalty 2602.718810 = -387065.857395 nChanged 39 SP:Iteration 22Q (10350.721620 sec): 3 clusters Score: Raw -389689.968149 + Penalty 2602.718810 = -387087.249338 nChanged 47 SP:Iteration 23Q (10350.774416 sec): 3 clusters Score: Raw -389715.216602 + Penalty 2602.718810 = -387112.497791 nChanged 41 SP:Iteration 24Q (10350.827430 sec): 3 clusters Score: Raw -389732.389842 + Penalty 2602.718810 = -387129.671032 nChanged 30 SP:Iteration 25Q (10350.880117 sec): 3 clusters Score: Raw -389742.923598 + Penalty 2602.718810 = -387140.204788 nChanged 26 SP:Iteration 26Q (10350.934639 sec): 3 clusters Score: Raw -389754.451329 + Penalty 2602.718810 = -387151.732519 nChanged 24 SP:Iteration 27Q (10350.987392 sec): 3 clusters Score: Raw -389765.173646 + Penalty 2602.718810 = -387162.454836 nChanged 22 SP:Iteration 28Q (10351.040141 sec): 3 clusters Score: Raw -389775.899737 + Penalty 2602.718810 = -387173.180926 nChanged 14 SP:Iteration 29Q (10351.093124 sec): 3 clusters Score: Raw -389779.792147 + Penalty 2602.718810 = -387177.073336 nChanged 8 SP:Iteration 30Q (10351.145859 sec): 3 clusters Score: Raw -389782.867276 + Penalty 2602.718810 = -387180.148466 nChanged 15 SP:Iteration 31Q (10351.198630 sec): 3 clusters Score: Raw -389790.074716 + Penalty 2602.718810 = -387187.355905 nChanged 17 SP:Iteration 32Q (10351.249961 sec): 3 clusters Score: Raw -389798.169068 + Penalty 2602.718810 = -387195.450257 nChanged 11 SP:Iteration 33Q (10351.284593 sec): 3 clusters Score: Raw -389803.383015 + Penalty 2602.718810 = -387200.664205 nChanged 9 SP:Iteration 34Q (10351.334309 sec): 3 clusters Score: Raw -389806.693040 + Penalty 2602.718810 = -387203.974229 nChanged 12 SP:Iteration 35Q (10351.386466 sec): 3 clusters Score: Raw -389813.029502 + Penalty 2602.718810 = -387210.310691 nChanged 15 SP:Iteration 36Q (10351.432080 sec): 3 clusters Score: Raw -389819.577373 + Penalty 2602.718810 = -387216.858563 nChanged 16 SP:Iteration 37Q (10351.484345 sec): 3 clusters Score: Raw -389824.972972 + Penalty 2602.718810 = -387222.254162 nChanged 11 SP:Iteration 38Q (10351.535384 sec): 3 clusters Score: Raw -389827.500404 + Penalty 2602.718810 = -387224.781594 nChanged 5 SP:Iteration 39Q (10351.583760 sec): 3 clusters Score: Raw -389828.524764 + Penalty 2602.718810 = -387225.805954 nChanged 3 SP:Iteration 40F (10351.624630 sec): 3 clusters Score: Raw -389829.298077 + Penalty 2602.718810 = -387226.579266 nChanged 5 SP:Iteration 41Q (10351.677812 sec): 3 clusters Score: Raw -389830.716459 + Penalty 2602.718810 = -387227.997648 nChanged 4 SP:Iteration 42Q (10351.730618 sec): 3 clusters Score: Raw -389832.075284 + Penalty 2602.718810 = -387229.356473 nChanged 5 SP:Iteration 43Q (10351.781997 sec): 3 clusters Score: Raw -389833.149361 + Penalty 2602.718810 = -387230.430551 nChanged 5 SP:Iteration 44Q (10351.833099 sec): 3 clusters Score: Raw -389835.275803 + Penalty 2602.718810 = -387232.556993 nChanged 7 SP:Iteration 45Q (10351.885545 sec): 3 clusters Score: Raw -389837.477349 + Penalty 2602.718810 = -387234.758539 nChanged 5 SP:Iteration 46Q (10351.927418 sec): 3 clusters Score: Raw -389840.549991 + Penalty 2602.718810 = -387237.831181 nChanged 5 SP:Iteration 47Q (10351.978654 sec): 3 clusters Score: Raw -389842.831734 + Penalty 2602.718810 = -387240.112924 nChanged 5 SP:Iteration 48Q (10352.031500 sec): 3 clusters Score: Raw -389844.515740 + Penalty 2602.718810 = -387241.796929 nChanged 3 SP:Iteration 49Q (10352.081848 sec): 3 clusters Score: Raw -389845.691612 + Penalty 2602.718810 = -387242.972801 nChanged 6 SP:Iteration 50Q (10352.135120 sec): 3 clusters Score: Raw -389847.778794 + Penalty 2602.718810 = -387245.059984 nChanged 3 SP:Iteration 51Q (10352.181630 sec): 3 clusters Score: Raw -389848.370654 + Penalty 2602.718810 = -387245.651844 nChanged 1 SP:Iteration 52Q (10352.232299 sec): 3 clusters Score: Raw -389848.837602 + Penalty 2602.718810 = -387246.118792 nChanged 1 SP:Iteration 53Q (10352.282758 sec): 3 clusters Score: Raw -389849.080686 + Penalty 2602.718810 = -387246.361876 nChanged 4 SP:Iteration 54Q (10352.342966 sec): 3 clusters Score: Raw -389850.412579 + Penalty 2602.718810 = -387247.693769 nChanged 5 SP:Iteration 55Q (10352.382739 sec): 3 clusters Score: Raw -389852.047147 + Penalty 2602.718810 = -387249.328337 nChanged 5 SP:Iteration 56Q (10352.446491 sec): 3 clusters Score: Raw -389853.423264 + Penalty 2602.718810 = -387250.704453 nChanged 4 SP:Iteration 57Q (10352.484038 sec): 3 clusters Score: Raw -389854.502899 + Penalty 2602.718810 = -387251.784088 nChanged 3 SP:Iteration 58Q (10352.536630 sec): 3 clusters Score: Raw -389855.868842 + Penalty 2602.718810 = -387253.150031 nChanged 6 SP:Iteration 59Q (10352.600328 sec): 3 clusters Score: Raw -389858.138252 + Penalty 2602.718810 = -387255.419442 nChanged 8 SP:Iteration 60F (10352.641192 sec): 3 clusters Score: Raw -389860.469659 + Penalty 2602.718810 = -387257.750849 nChanged 7 SP:Iteration 61Q (10352.693874 sec): 3 clusters Score: Raw -389863.114394 + Penalty 2602.718810 = -387260.395583 nChanged 7 SP:Iteration 62Q (10352.746090 sec): 3 clusters Score: Raw -389866.454448 + Penalty 2602.718810 = -387263.735638 nChanged 7 SP:Iteration 63Q (10352.794246 sec): 3 clusters Score: Raw -389869.624777 + Penalty 2602.718810 = -387266.905967 nChanged 8 SP:Iteration 64Q (10352.846788 sec): 3 clusters Score: Raw -389873.740198 + Penalty 2602.718810 = -387271.021388 nChanged 10 SP:Iteration 65Q (10352.899897 sec): 3 clusters Score: Raw -389878.099768 + Penalty 2602.718810 = -387275.380958 nChanged 8 SP:Iteration 66Q (10352.952263 sec): 3 clusters Score: Raw -389881.207516 + Penalty 2602.718810 = -387278.488706 nChanged 9 SP:Iteration 67Q (10353.004704 sec): 3 clusters Score: Raw -389883.593490 + Penalty 2602.718810 = -387280.874679 nChanged 4 SP:Iteration 68Q (10353.054159 sec): 3 clusters Score: Raw -389884.412931 + Penalty 2602.718810 = -387281.694120 nChanged 4 SP:Iteration 69Q (10353.106530 sec): 3 clusters Score: Raw -389885.377338 + Penalty 2602.718810 = -387282.658527 nChanged 4 SP:Iteration 70Q (10353.158485 sec): 3 clusters Score: Raw -389886.520817 + Penalty 2602.718810 = -387283.802007 nChanged 4 SP:Iteration 71Q (10353.207869 sec): 3 clusters Score: Raw -389888.041683 + Penalty 2602.718810 = -387285.322872 nChanged 5 SP:Iteration 72Q (10353.272072 sec): 3 clusters Score: Raw -389889.411950 + Penalty 2602.718810 = -387286.693140 nChanged 0 SP:Iteration 73F (10353.313709 sec): 3 clusters Score: Raw -389889.411950 + Penalty 2602.718810 = -387286.693140 nChanged 0 Trying to split cluster 14 (209 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10353.337771 sec): 2 clusters Score: Raw -20802.016554 + Penalty 868.129316 = -19933.887238 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10353.377688 sec): 3 clusters Score: Raw -21010.591691 + Penalty 1736.258632 = -19274.333059 nChanged 35 SP:Iteration 1F (10353.426661 sec): 3 clusters Score: Raw -21115.770960 + Penalty 1736.258632 = -19379.512328 nChanged 11 SP:Iteration 2F (10353.473907 sec): 3 clusters Score: Raw -21207.177363 + Penalty 1736.258632 = -19470.918731 nChanged 9 SP:Iteration 3Q (10353.520883 sec): 3 clusters Score: Raw -21230.351714 + Penalty 1736.258632 = -19494.093082 nChanged 13 SP:Iteration 4F (10353.582067 sec): 3 clusters Score: Raw -21284.835828 + Penalty 1736.258632 = -19548.577196 nChanged 11 SP:Iteration 5F (10353.616054 sec): 3 clusters Score: Raw -21327.547550 + Penalty 1736.258632 = -19591.288918 nChanged 6 SP:Iteration 6Q (10353.665205 sec): 3 clusters Score: Raw -21348.656920 + Penalty 1736.258632 = -19612.398288 nChanged 7 SP:Iteration 7Q (10353.726638 sec): 3 clusters Score: Raw -21363.791438 + Penalty 1736.258632 = -19627.532806 nChanged 2 SP:Iteration 8Q (10353.763752 sec): 3 clusters Score: Raw -21372.899920 + Penalty 1736.258632 = -19636.641288 nChanged 2 SP:Iteration 9Q (10353.806074 sec): 3 clusters Score: Raw -21386.114795 + Penalty 1736.258632 = -19649.856163 nChanged 2 SP:Iteration 10Q (10353.853143 sec): 3 clusters Score: Raw -21397.803502 + Penalty 1736.258632 = -19661.544870 nChanged 2 SP:Iteration 11Q (10353.902874 sec): 3 clusters Score: Raw -21414.818100 + Penalty 1736.258632 = -19678.559468 nChanged 2 SP:Iteration 12Q (10353.949314 sec): 3 clusters Score: Raw -21423.691758 + Penalty 1736.258632 = -19687.433126 nChanged 1 SP:Iteration 13Q (10353.998911 sec): 3 clusters Score: Raw -21427.178816 + Penalty 1736.258632 = -19690.920184 nChanged 0 SP:Iteration 14F (10354.044747 sec): 3 clusters Score: Raw -21427.178816 + Penalty 1736.258632 = -19690.920184 nChanged 0 Trying to split cluster 15 (34012 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10354.115934 sec): 2 clusters Score: Raw -4494876.610726 + Penalty 1695.601161 = -4493181.009565 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10354.222737 sec): 3 clusters Score: Raw -4473545.109977 + Penalty 3391.202322 = -4470153.907655 nChanged 15919 SP:Iteration 1F (10354.325679 sec): 3 clusters Score: Raw -4482666.729870 + Penalty 3391.202322 = -4479275.527549 nChanged 1592 SP:Iteration 2Q (10354.426427 sec): 3 clusters Score: Raw -4483219.723462 + Penalty 3391.202322 = -4479828.521140 nChanged 1570 SP:Iteration 3Q (10354.529005 sec): 3 clusters Score: Raw -4483816.078634 + Penalty 3391.202322 = -4480424.876312 nChanged 1590 SP:Iteration 4Q (10354.623013 sec): 3 clusters Score: Raw -4484537.100174 + Penalty 3391.202322 = -4481145.897852 nChanged 1734 SP:Iteration 5F (10354.722890 sec): 3 clusters Score: Raw -4485447.767258 + Penalty 3391.202322 = -4482056.564936 nChanged 1902 SP:Iteration 6F (10354.822744 sec): 3 clusters Score: Raw -4486543.121617 + Penalty 3391.202322 = -4483151.919295 nChanged 1937 SP:Iteration 7F (10354.922566 sec): 3 clusters Score: Raw -4487786.083917 + Penalty 3391.202322 = -4484394.881595 nChanged 1907 SP:Iteration 8F (10355.021353 sec): 3 clusters Score: Raw -4489160.332531 + Penalty 3391.202322 = -4485769.130209 nChanged 1771 SP:Iteration 9F (10355.114369 sec): 3 clusters Score: Raw -4490473.040373 + Penalty 3391.202322 = -4487081.838051 nChanged 1437 SP:Iteration 10Q (10355.206911 sec): 3 clusters Score: Raw -4491528.814357 + Penalty 3391.202322 = -4488137.612035 nChanged 1120 SP:Iteration 11Q (10355.304865 sec): 3 clusters Score: Raw -4492342.350482 + Penalty 3391.202322 = -4488951.148160 nChanged 856 SP:Iteration 12Q (10355.401634 sec): 3 clusters Score: Raw -4492943.134683 + Penalty 3391.202322 = -4489551.932361 nChanged 647 SP:Iteration 13Q (10355.496979 sec): 3 clusters Score: Raw -4493372.942721 + Penalty 3391.202322 = -4489981.740399 nChanged 511 SP:Iteration 14Q (10355.585649 sec): 3 clusters Score: Raw -4493711.696190 + Penalty 3391.202322 = -4490320.493869 nChanged 411 SP:Iteration 15Q (10355.661196 sec): 3 clusters Score: Raw -4493986.806276 + Penalty 3391.202322 = -4490595.603954 nChanged 341 SP:Iteration 16Q (10355.753226 sec): 3 clusters Score: Raw -4494218.607226 + Penalty 3391.202322 = -4490827.404904 nChanged 280 SP:Iteration 17Q (10355.839807 sec): 3 clusters Score: Raw -4494407.830176 + Penalty 3391.202322 = -4491016.627854 nChanged 233 SP:Iteration 18Q (10355.915067 sec): 3 clusters Score: Raw -4494554.006972 + Penalty 3391.202322 = -4491162.804650 nChanged 167 SP:Iteration 19Q (10356.003998 sec): 3 clusters Score: Raw -4494653.842287 + Penalty 3391.202322 = -4491262.639965 nChanged 137 SP:Iteration 20F (10356.099208 sec): 3 clusters Score: Raw -4494719.651058 + Penalty 3391.202322 = -4491328.448736 nChanged 123 SP:Iteration 21Q (10356.182540 sec): 3 clusters Score: Raw -4494770.891076 + Penalty 3391.202322 = -4491379.688755 nChanged 72 SP:Iteration 22Q (10356.270300 sec): 3 clusters Score: Raw -4494798.779146 + Penalty 3391.202322 = -4491407.576824 nChanged 59 SP:Iteration 23Q (10356.359434 sec): 3 clusters Score: Raw -4494824.839220 + Penalty 3391.202322 = -4491433.636898 nChanged 65 SP:Iteration 24Q (10356.448269 sec): 3 clusters Score: Raw -4494854.441412 + Penalty 3391.202322 = -4491463.239090 nChanged 69 SP:Iteration 25Q (10356.528787 sec): 3 clusters Score: Raw -4494884.041042 + Penalty 3391.202322 = -4491492.838721 nChanged 51 SP:Iteration 26Q (10356.618848 sec): 3 clusters Score: Raw -4494911.418601 + Penalty 3391.202322 = -4491520.216279 nChanged 45 SP:Iteration 27Q (10356.694946 sec): 3 clusters Score: Raw -4494932.496072 + Penalty 3391.202322 = -4491541.293750 nChanged 44 SP:Iteration 28Q (10356.782885 sec): 3 clusters Score: Raw -4494953.016549 + Penalty 3391.202322 = -4491561.814227 nChanged 45 SP:Iteration 29Q (10356.871282 sec): 3 clusters Score: Raw -4494972.229645 + Penalty 3391.202322 = -4491581.027323 nChanged 39 SP:Iteration 30Q (10356.957742 sec): 3 clusters Score: Raw -4494992.774066 + Penalty 3391.202322 = -4491601.571744 nChanged 35 SP:Iteration 31Q (10357.038535 sec): 3 clusters Score: Raw -4495011.981578 + Penalty 3391.202322 = -4491620.779256 nChanged 27 SP:Iteration 32Q (10357.127376 sec): 3 clusters Score: Raw -4495027.028880 + Penalty 3391.202322 = -4491635.826558 nChanged 35 SP:Iteration 33Q (10357.216165 sec): 3 clusters Score: Raw -4495045.151913 + Penalty 3391.202322 = -4491653.949591 nChanged 24 SP:Iteration 34Q (10357.295855 sec): 3 clusters Score: Raw -4495056.505532 + Penalty 3391.202322 = -4491665.303210 nChanged 22 SP:Iteration 35Q (10357.390676 sec): 3 clusters Score: Raw -4495067.245712 + Penalty 3391.202322 = -4491676.043391 nChanged 15 SP:Iteration 36Q (10357.464513 sec): 3 clusters Score: Raw -4495075.446590 + Penalty 3391.202322 = -4491684.244268 nChanged 18 SP:Iteration 37Q (10357.545391 sec): 3 clusters Score: Raw -4495084.468574 + Penalty 3391.202322 = -4491693.266253 nChanged 14 SP:Iteration 38Q (10357.639978 sec): 3 clusters Score: Raw -4495092.284723 + Penalty 3391.202322 = -4491701.082401 nChanged 10 SP:Iteration 39Q (10357.712964 sec): 3 clusters Score: Raw -4495096.281572 + Penalty 3391.202322 = -4491705.079250 nChanged 10 SP:Iteration 40F (10357.813324 sec): 3 clusters Score: Raw -4495100.686769 + Penalty 3391.202322 = -4491709.484447 nChanged 9 SP:Iteration 41Q (10357.900688 sec): 3 clusters Score: Raw -4495103.105260 + Penalty 3391.202322 = -4491711.902938 nChanged 3 SP:Iteration 42Q (10357.989182 sec): 3 clusters Score: Raw -4495103.968801 + Penalty 3391.202322 = -4491712.766479 nChanged 1 SP:Iteration 43Q (10358.065993 sec): 3 clusters Score: Raw -4495104.202332 + Penalty 3391.202322 = -4491713.000010 nChanged 4 SP:Iteration 44Q (10358.160194 sec): 3 clusters Score: Raw -4495105.915850 + Penalty 3391.202322 = -4491714.713528 nChanged 4 SP:Iteration 45Q (10358.243937 sec): 3 clusters Score: Raw -4495108.378483 + Penalty 3391.202322 = -4491717.176161 nChanged 7 SP:Iteration 46Q (10358.325540 sec): 3 clusters Score: Raw -4495111.636691 + Penalty 3391.202322 = -4491720.434369 nChanged 6 SP:Iteration 47Q (10358.407693 sec): 3 clusters Score: Raw -4495113.958870 + Penalty 3391.202322 = -4491722.756548 nChanged 4 SP:Iteration 48Q (10358.496561 sec): 3 clusters Score: Raw -4495116.380545 + Penalty 3391.202322 = -4491725.178223 nChanged 6 SP:Iteration 49Q (10358.583872 sec): 3 clusters Score: Raw -4495118.989199 + Penalty 3391.202322 = -4491727.786877 nChanged 6 SP:Iteration 50Q (10358.660745 sec): 3 clusters Score: Raw -4495121.179999 + Penalty 3391.202322 = -4491729.977677 nChanged 2 SP:Iteration 51Q (10358.750858 sec): 3 clusters Score: Raw -4495121.628148 + Penalty 3391.202322 = -4491730.425826 nChanged 1 SP:Iteration 52Q (10358.841781 sec): 3 clusters Score: Raw -4495122.028470 + Penalty 3391.202322 = -4491730.826149 nChanged 0 SP:Iteration 53F (10358.931741 sec): 3 clusters Score: Raw -4495122.028470 + Penalty 3391.202322 = -4491730.826149 nChanged 0 Trying to split cluster 16 (6590 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10358.947921 sec): 2 clusters Score: Raw -897288.097391 + Penalty 1428.912652 = -895859.184739 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10359.001098 sec): 3 clusters Score: Raw -893660.329925 + Penalty 2857.825304 = -890802.504622 nChanged 2789 SP:Iteration 1F (10359.052785 sec): 3 clusters Score: Raw -895067.797122 + Penalty 2857.825304 = -892209.971818 nChanged 438 SP:Iteration 2F (10359.112971 sec): 3 clusters Score: Raw -895289.406106 + Penalty 2857.825304 = -892431.580802 nChanged 391 SP:Iteration 3F (10359.172279 sec): 3 clusters Score: Raw -895494.411660 + Penalty 2857.825304 = -892636.586356 nChanged 344 SP:Iteration 4F (10359.231801 sec): 3 clusters Score: Raw -895693.793605 + Penalty 2857.825304 = -892835.968301 nChanged 314 SP:Iteration 5Q (10359.295789 sec): 3 clusters Score: Raw -895884.632092 + Penalty 2857.825304 = -893026.806788 nChanged 297 SP:Iteration 6Q (10359.344390 sec): 3 clusters Score: Raw -896027.744101 + Penalty 2857.825304 = -893169.918797 nChanged 238 SP:Iteration 7Q (10359.404154 sec): 3 clusters Score: Raw -896131.958153 + Penalty 2857.825304 = -893274.132849 nChanged 210 SP:Iteration 8Q (10359.464575 sec): 3 clusters Score: Raw -896216.616265 + Penalty 2857.825304 = -893358.790961 nChanged 173 SP:Iteration 9Q (10359.525041 sec): 3 clusters Score: Raw -896280.690272 + Penalty 2857.825304 = -893422.864969 nChanged 160 SP:Iteration 10Q (10359.587592 sec): 3 clusters Score: Raw -896339.335737 + Penalty 2857.825304 = -893481.510433 nChanged 134 SP:Iteration 11Q (10359.634562 sec): 3 clusters Score: Raw -896392.718623 + Penalty 2857.825304 = -893534.893319 nChanged 143 SP:Iteration 12Q (10359.694398 sec): 3 clusters Score: Raw -896453.040456 + Penalty 2857.825304 = -893595.215152 nChanged 145 SP:Iteration 13Q (10359.765067 sec): 3 clusters Score: Raw -896508.448735 + Penalty 2857.825304 = -893650.623431 nChanged 138 SP:Iteration 14Q (10359.823594 sec): 3 clusters Score: Raw -896568.123490 + Penalty 2857.825304 = -893710.298186 nChanged 152 SP:Iteration 15Q (10359.868121 sec): 3 clusters Score: Raw -896638.282161 + Penalty 2857.825304 = -893780.456857 nChanged 147 SP:Iteration 16Q (10359.919254 sec): 3 clusters Score: Raw -896705.490765 + Penalty 2857.825304 = -893847.665461 nChanged 150 SP:Iteration 17Q (10359.979008 sec): 3 clusters Score: Raw -896771.837998 + Penalty 2857.825304 = -893914.012694 nChanged 135 SP:Iteration 18Q (10360.038864 sec): 3 clusters Score: Raw -896823.496937 + Penalty 2857.825304 = -893965.671633 nChanged 105 SP:Iteration 19Q (10360.109541 sec): 3 clusters Score: Raw -896860.029121 + Penalty 2857.825304 = -894002.203817 nChanged 89 SP:Iteration 20F (10360.153168 sec): 3 clusters Score: Raw -896894.394573 + Penalty 2857.825304 = -894036.569269 nChanged 74 SP:Iteration 21Q (10360.213960 sec): 3 clusters Score: Raw -896915.065621 + Penalty 2857.825304 = -894057.240317 nChanged 64 SP:Iteration 22Q (10360.279251 sec): 3 clusters Score: Raw -896933.243943 + Penalty 2857.825304 = -894075.418639 nChanged 51 SP:Iteration 23Q (10360.332768 sec): 3 clusters Score: Raw -896945.317814 + Penalty 2857.825304 = -894087.492510 nChanged 36 SP:Iteration 24Q (10360.392502 sec): 3 clusters Score: Raw -896953.250235 + Penalty 2857.825304 = -894095.424931 nChanged 39 SP:Iteration 25Q (10360.452842 sec): 3 clusters Score: Raw -896961.720012 + Penalty 2857.825304 = -894103.894708 nChanged 36 SP:Iteration 26Q (10360.512482 sec): 3 clusters Score: Raw -896969.412681 + Penalty 2857.825304 = -894111.587377 nChanged 39 SP:Iteration 27Q (10360.563626 sec): 3 clusters Score: Raw -896978.168650 + Penalty 2857.825304 = -894120.343347 nChanged 42 SP:Iteration 28Q (10360.624894 sec): 3 clusters Score: Raw -896987.895153 + Penalty 2857.825304 = -894130.069849 nChanged 40 SP:Iteration 29Q (10360.682264 sec): 3 clusters Score: Raw -896996.388188 + Penalty 2857.825304 = -894138.562884 nChanged 41 SP:Iteration 30Q (10360.736007 sec): 3 clusters Score: Raw -897004.581074 + Penalty 2857.825304 = -894146.755770 nChanged 33 SP:Iteration 31Q (10360.793507 sec): 3 clusters Score: Raw -897011.540250 + Penalty 2857.825304 = -894153.714946 nChanged 28 SP:Iteration 32Q (10360.852339 sec): 3 clusters Score: Raw -897016.500038 + Penalty 2857.825304 = -894158.674734 nChanged 23 SP:Iteration 33Q (10360.913153 sec): 3 clusters Score: Raw -897021.612971 + Penalty 2857.825304 = -894163.787667 nChanged 30 SP:Iteration 34Q (10360.981029 sec): 3 clusters Score: Raw -897028.565247 + Penalty 2857.825304 = -894170.739943 nChanged 40 SP:Iteration 35Q (10361.030279 sec): 3 clusters Score: Raw -897037.447687 + Penalty 2857.825304 = -894179.622383 nChanged 40 SP:Iteration 36Q (10361.099144 sec): 3 clusters Score: Raw -897045.953378 + Penalty 2857.825304 = -894188.128074 nChanged 45 SP:Iteration 37Q (10361.160343 sec): 3 clusters Score: Raw -897056.507862 + Penalty 2857.825304 = -894198.682558 nChanged 50 SP:Iteration 38Q (10361.221529 sec): 3 clusters Score: Raw -897070.045669 + Penalty 2857.825304 = -894212.220365 nChanged 53 SP:Iteration 39Q (10361.271167 sec): 3 clusters Score: Raw -897085.068255 + Penalty 2857.825304 = -894227.242951 nChanged 54 SP:Iteration 40F (10361.342577 sec): 3 clusters Score: Raw -897100.614550 + Penalty 2857.825304 = -894242.789246 nChanged 57 SP:Iteration 41Q (10361.404756 sec): 3 clusters Score: Raw -897117.458414 + Penalty 2857.825304 = -894259.633110 nChanged 54 SP:Iteration 42Q (10361.465747 sec): 3 clusters Score: Raw -897133.941159 + Penalty 2857.825304 = -894276.115855 nChanged 59 SP:Iteration 43Q (10361.514807 sec): 3 clusters Score: Raw -897152.221194 + Penalty 2857.825304 = -894294.395890 nChanged 63 SP:Iteration 44Q (10361.573548 sec): 3 clusters Score: Raw -897174.965193 + Penalty 2857.825304 = -894317.139889 nChanged 75 SP:Iteration 45Q (10361.629315 sec): 3 clusters Score: Raw -897203.294857 + Penalty 2857.825304 = -894345.469553 nChanged 89 SP:Iteration 46Q (10361.698384 sec): 3 clusters Score: Raw -897238.293601 + Penalty 2857.825304 = -894380.468297 nChanged 80 SP:Iteration 47Q (10361.746663 sec): 3 clusters Score: Raw -897268.691668 + Penalty 2857.825304 = -894410.866365 nChanged 77 SP:Iteration 48Q (10361.816007 sec): 3 clusters Score: Raw -897296.861890 + Penalty 2857.825304 = -894439.036586 nChanged 64 SP:Iteration 49Q (10361.879915 sec): 3 clusters Score: Raw -897322.214790 + Penalty 2857.825304 = -894464.389486 nChanged 65 SP:Iteration 50Q (10361.940882 sec): 3 clusters Score: Raw -897346.212310 + Penalty 2857.825304 = -894488.387006 nChanged 72 SP:Iteration 51Q (10361.990127 sec): 3 clusters Score: Raw -897374.493246 + Penalty 2857.825304 = -894516.667942 nChanged 58 SP:Iteration 52Q (10362.059499 sec): 3 clusters Score: Raw -897396.226129 + Penalty 2857.825304 = -894538.400825 nChanged 43 SP:Iteration 53Q (10362.118458 sec): 3 clusters Score: Raw -897413.255427 + Penalty 2857.825304 = -894555.430123 nChanged 41 SP:Iteration 54Q (10362.178672 sec): 3 clusters Score: Raw -897427.463735 + Penalty 2857.825304 = -894569.638431 nChanged 38 SP:Iteration 55Q (10362.227223 sec): 3 clusters Score: Raw -897442.151249 + Penalty 2857.825304 = -894584.325945 nChanged 43 SP:Iteration 56Q (10362.287620 sec): 3 clusters Score: Raw -897458.036253 + Penalty 2857.825304 = -894600.210949 nChanged 37 SP:Iteration 57Q (10362.358049 sec): 3 clusters Score: Raw -897472.117876 + Penalty 2857.825304 = -894614.292572 nChanged 36 SP:Iteration 58Q (10362.415064 sec): 3 clusters Score: Raw -897485.718400 + Penalty 2857.825304 = -894627.893096 nChanged 32 SP:Iteration 59Q (10362.461681 sec): 3 clusters Score: Raw -897497.134696 + Penalty 2857.825304 = -894639.309392 nChanged 30 SP:Iteration 60F (10362.522744 sec): 3 clusters Score: Raw -897506.210856 + Penalty 2857.825304 = -894648.385552 nChanged 24 SP:Iteration 61Q (10362.582977 sec): 3 clusters Score: Raw -897513.075603 + Penalty 2857.825304 = -894655.250299 nChanged 21 SP:Iteration 62Q (10362.648195 sec): 3 clusters Score: Raw -897519.268232 + Penalty 2857.825304 = -894661.442928 nChanged 19 SP:Iteration 63Q (10362.697441 sec): 3 clusters Score: Raw -897523.535459 + Penalty 2857.825304 = -894665.710155 nChanged 12 SP:Iteration 64Q (10362.765317 sec): 3 clusters Score: Raw -897526.990170 + Penalty 2857.825304 = -894669.164867 nChanged 10 SP:Iteration 65Q (10362.825406 sec): 3 clusters Score: Raw -897530.492671 + Penalty 2857.825304 = -894672.667367 nChanged 17 SP:Iteration 66Q (10362.881773 sec): 3 clusters Score: Raw -897536.950392 + Penalty 2857.825304 = -894679.125088 nChanged 18 SP:Iteration 67Q (10362.933558 sec): 3 clusters Score: Raw -897543.716437 + Penalty 2857.825304 = -894685.891133 nChanged 17 SP:Iteration 68Q (10362.991542 sec): 3 clusters Score: Raw -897552.392359 + Penalty 2857.825304 = -894694.567055 nChanged 20 SP:Iteration 69Q (10363.052212 sec): 3 clusters Score: Raw -897560.573330 + Penalty 2857.825304 = -894702.748026 nChanged 20 SP:Iteration 70Q (10363.122568 sec): 3 clusters Score: Raw -897570.830097 + Penalty 2857.825304 = -894713.004793 nChanged 27 SP:Iteration 71Q (10363.181113 sec): 3 clusters Score: Raw -897583.358363 + Penalty 2857.825304 = -894725.533059 nChanged 23 SP:Iteration 72Q (10363.232657 sec): 3 clusters Score: Raw -897595.708928 + Penalty 2857.825304 = -894737.883624 nChanged 23 SP:Iteration 73Q (10363.277315 sec): 3 clusters Score: Raw -897604.548557 + Penalty 2857.825304 = -894746.723253 nChanged 19 SP:Iteration 74Q (10363.348303 sec): 3 clusters Score: Raw -897611.732900 + Penalty 2857.825304 = -894753.907596 nChanged 14 SP:Iteration 75Q (10363.408798 sec): 3 clusters Score: Raw -897617.000921 + Penalty 2857.825304 = -894759.175617 nChanged 11 SP:Iteration 76Q (10363.469222 sec): 3 clusters Score: Raw -897621.084663 + Penalty 2857.825304 = -894763.259359 nChanged 8 SP:Iteration 77Q (10363.529396 sec): 3 clusters Score: Raw -897622.722926 + Penalty 2857.825304 = -894764.897622 nChanged 7 SP:Iteration 78Q (10363.577218 sec): 3 clusters Score: Raw -897625.322169 + Penalty 2857.825304 = -894767.496866 nChanged 9 SP:Iteration 79Q (10363.635927 sec): 3 clusters Score: Raw -897628.381854 + Penalty 2857.825304 = -894770.556551 nChanged 6 SP:Iteration 80F (10363.709259 sec): 3 clusters Score: Raw -897630.449296 + Penalty 2857.825304 = -894772.623992 nChanged 4 SP:Iteration 81Q (10363.769411 sec): 3 clusters Score: Raw -897631.946304 + Penalty 2857.825304 = -894774.121000 nChanged 3 SP:Iteration 82Q (10363.826039 sec): 3 clusters Score: Raw -897633.074875 + Penalty 2857.825304 = -894775.249571 nChanged 8 SP:Iteration 83Q (10363.889154 sec): 3 clusters Score: Raw -897635.823098 + Penalty 2857.825304 = -894777.997794 nChanged 7 SP:Iteration 84Q (10363.937204 sec): 3 clusters Score: Raw -897638.076714 + Penalty 2857.825304 = -894780.251410 nChanged 6 SP:Iteration 85Q (10364.007310 sec): 3 clusters Score: Raw -897640.187342 + Penalty 2857.825304 = -894782.362038 nChanged 9 SP:Iteration 86Q (10364.057651 sec): 3 clusters Score: Raw -897643.425310 + Penalty 2857.825304 = -894785.600006 nChanged 11 SP:Iteration 87Q (10364.117724 sec): 3 clusters Score: Raw -897647.560658 + Penalty 2857.825304 = -894789.735354 nChanged 8 SP:Iteration 88Q (10364.177858 sec): 3 clusters Score: Raw -897651.636771 + Penalty 2857.825304 = -894793.811467 nChanged 8 SP:Iteration 89Q (10364.247364 sec): 3 clusters Score: Raw -897655.372841 + Penalty 2857.825304 = -894797.547537 nChanged 6 SP:Iteration 90Q (10364.306080 sec): 3 clusters Score: Raw -897656.894963 + Penalty 2857.825304 = -894799.069659 nChanged 6 SP:Iteration 91Q (10364.350781 sec): 3 clusters Score: Raw -897659.034209 + Penalty 2857.825304 = -894801.208905 nChanged 6 SP:Iteration 92Q (10364.404596 sec): 3 clusters Score: Raw -897660.969583 + Penalty 2857.825304 = -894803.144279 nChanged 4 SP:Iteration 93Q (10364.456880 sec): 3 clusters Score: Raw -897661.545249 + Penalty 2857.825304 = -894803.719945 nChanged 2 SP:Iteration 94Q (10364.518566 sec): 3 clusters Score: Raw -897661.797927 + Penalty 2857.825304 = -894803.972623 nChanged 0 SP:Iteration 95F (10364.568871 sec): 3 clusters Score: Raw -897661.797927 + Penalty 2857.825304 = -894803.972623 nChanged 0 Trying to split cluster 17 (3535 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10364.605880 sec): 2 clusters Score: Raw -391968.427820 + Penalty 1327.701144 = -390640.726676 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10364.656935 sec): 3 clusters Score: Raw -390304.469793 + Penalty 2655.402288 = -387649.067505 nChanged 1382 SP:Iteration 1F (10364.711437 sec): 3 clusters Score: Raw -391185.469160 + Penalty 2655.402288 = -388530.066872 nChanged 274 SP:Iteration 2F (10364.751919 sec): 3 clusters Score: Raw -391403.767225 + Penalty 2655.402288 = -388748.364937 nChanged 230 SP:Iteration 3F (10364.802742 sec): 3 clusters Score: Raw -391597.625219 + Penalty 2655.402288 = -388942.222931 nChanged 213 SP:Iteration 4F (10364.858990 sec): 3 clusters Score: Raw -391821.613640 + Penalty 2655.402288 = -389166.211352 nChanged 223 SP:Iteration 5F (10364.913196 sec): 3 clusters Score: Raw -392062.310041 + Penalty 2655.402288 = -389406.907753 nChanged 186 SP:Iteration 6F (10364.958865 sec): 3 clusters Score: Raw -392220.648342 + Penalty 2655.402288 = -389565.246054 nChanged 142 SP:Iteration 7Q (10365.009908 sec): 3 clusters Score: Raw -392329.546194 + Penalty 2655.402288 = -389674.143906 nChanged 131 SP:Iteration 8Q (10365.059422 sec): 3 clusters Score: Raw -392415.641570 + Penalty 2655.402288 = -389760.239282 nChanged 90 SP:Iteration 9Q (10365.114780 sec): 3 clusters Score: Raw -392464.639995 + Penalty 2655.402288 = -389809.237707 nChanged 64 SP:Iteration 10Q (10365.169398 sec): 3 clusters Score: Raw -392518.192467 + Penalty 2655.402288 = -389862.790179 nChanged 71 SP:Iteration 11Q (10365.220916 sec): 3 clusters Score: Raw -392560.577543 + Penalty 2655.402288 = -389905.175255 nChanged 55 SP:Iteration 12Q (10365.269997 sec): 3 clusters Score: Raw -392594.748487 + Penalty 2655.402288 = -389939.346199 nChanged 52 SP:Iteration 13Q (10365.324276 sec): 3 clusters Score: Raw -392628.629093 + Penalty 2655.402288 = -389973.226805 nChanged 55 SP:Iteration 14Q (10365.368486 sec): 3 clusters Score: Raw -392670.511118 + Penalty 2655.402288 = -390015.108830 nChanged 49 SP:Iteration 15Q (10365.424058 sec): 3 clusters Score: Raw -392694.376720 + Penalty 2655.402288 = -390038.974432 nChanged 34 SP:Iteration 16Q (10365.477362 sec): 3 clusters Score: Raw -392712.457279 + Penalty 2655.402288 = -390057.054991 nChanged 31 SP:Iteration 17Q (10365.530440 sec): 3 clusters Score: Raw -392725.850894 + Penalty 2655.402288 = -390070.448606 nChanged 24 SP:Iteration 18Q (10365.587844 sec): 3 clusters Score: Raw -392737.761095 + Penalty 2655.402288 = -390082.358807 nChanged 27 SP:Iteration 19Q (10365.631631 sec): 3 clusters Score: Raw -392749.873385 + Penalty 2655.402288 = -390094.471097 nChanged 21 SP:Iteration 20F (10365.687484 sec): 3 clusters Score: Raw -392760.270491 + Penalty 2655.402288 = -390104.868203 nChanged 21 SP:Iteration 21Q (10365.742879 sec): 3 clusters Score: Raw -392766.936459 + Penalty 2655.402288 = -390111.534171 nChanged 14 SP:Iteration 22Q (10365.798091 sec): 3 clusters Score: Raw -392771.389772 + Penalty 2655.402288 = -390115.987484 nChanged 13 SP:Iteration 23Q (10365.865303 sec): 3 clusters Score: Raw -392774.787112 + Penalty 2655.402288 = -390119.384824 nChanged 5 SP:Iteration 24Q (10365.917957 sec): 3 clusters Score: Raw -392775.890821 + Penalty 2655.402288 = -390120.488533 nChanged 4 SP:Iteration 25Q (10365.962512 sec): 3 clusters Score: Raw -392776.833474 + Penalty 2655.402288 = -390121.431186 nChanged 6 SP:Iteration 26Q (10366.029948 sec): 3 clusters Score: Raw -392778.338939 + Penalty 2655.402288 = -390122.936651 nChanged 3 SP:Iteration 27Q (10366.085691 sec): 3 clusters Score: Raw -392782.599114 + Penalty 2655.402288 = -390127.196826 nChanged 3 SP:Iteration 28Q (10366.136234 sec): 3 clusters Score: Raw -392783.744560 + Penalty 2655.402288 = -390128.342272 nChanged 4 SP:Iteration 29Q (10366.191842 sec): 3 clusters Score: Raw -392785.598280 + Penalty 2655.402288 = -390130.195992 nChanged 5 SP:Iteration 30Q (10366.246403 sec): 3 clusters Score: Raw -392787.437523 + Penalty 2655.402288 = -390132.035235 nChanged 3 SP:Iteration 31Q (10366.289945 sec): 3 clusters Score: Raw -392787.872940 + Penalty 2655.402288 = -390132.470652 nChanged 1 SP:Iteration 32Q (10366.345617 sec): 3 clusters Score: Raw -392788.365214 + Penalty 2655.402288 = -390132.962926 nChanged 2 SP:Iteration 33Q (10366.403183 sec): 3 clusters Score: Raw -392788.785198 + Penalty 2655.402288 = -390133.382910 nChanged 1 SP:Iteration 34Q (10366.459442 sec): 3 clusters Score: Raw -392789.083877 + Penalty 2655.402288 = -390133.681589 nChanged 1 SP:Iteration 35Q (10366.504128 sec): 3 clusters Score: Raw -392789.235494 + Penalty 2655.402288 = -390133.833206 nChanged 0 SP:Iteration 36F (10366.559902 sec): 3 clusters Score: Raw -392789.235494 + Penalty 2655.402288 = -390133.833206 nChanged 0 Trying to split cluster 18 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10366.603249 sec): 2 clusters Score: Raw -833023.909406 + Penalty 1417.842155 = -831606.067250 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10366.657994 sec): 3 clusters Score: Raw -829746.083356 + Penalty 2835.684311 = -826910.399045 nChanged 2585 SP:Iteration 1F (10366.719074 sec): 3 clusters Score: Raw -831217.137294 + Penalty 2835.684311 = -828381.452983 nChanged 466 SP:Iteration 2F (10366.778791 sec): 3 clusters Score: Raw -831541.396405 + Penalty 2835.684311 = -828705.712094 nChanged 431 SP:Iteration 3F (10366.838549 sec): 3 clusters Score: Raw -831861.285333 + Penalty 2835.684311 = -829025.601022 nChanged 420 SP:Iteration 4F (10366.886880 sec): 3 clusters Score: Raw -832175.940197 + Penalty 2835.684311 = -829340.255887 nChanged 408 SP:Iteration 5F (10366.946884 sec): 3 clusters Score: Raw -832479.981446 + Penalty 2835.684311 = -829644.297135 nChanged 335 SP:Iteration 6F (10367.005066 sec): 3 clusters Score: Raw -832735.627201 + Penalty 2835.684311 = -829899.942890 nChanged 282 SP:Iteration 7Q (10367.027700 sec): 3 clusters Score: Raw -832930.406171 + Penalty 2835.684311 = -830094.721860 nChanged 220 SP:Iteration 8Q (10367.050146 sec): 3 clusters Score: Raw -833065.103258 + Penalty 2835.684311 = -830229.418947 nChanged 155 SP:Iteration 9Q (10367.072542 sec): 3 clusters Score: Raw -833144.006211 + Penalty 2835.684311 = -830308.321901 nChanged 106 SP:Iteration 10Q (10367.108588 sec): 3 clusters Score: Raw -833189.828711 + Penalty 2835.684311 = -830354.144400 nChanged 72 SP:Iteration 11Q (10367.129828 sec): 3 clusters Score: Raw -833222.264446 + Penalty 2835.684311 = -830386.580135 nChanged 56 SP:Iteration 12Q (10367.152068 sec): 3 clusters Score: Raw -833241.560981 + Penalty 2835.684311 = -830405.876671 nChanged 44 SP:Iteration 13Q (10367.174208 sec): 3 clusters Score: Raw -833256.784894 + Penalty 2835.684311 = -830421.100584 nChanged 40 SP:Iteration 14Q (10367.196800 sec): 3 clusters Score: Raw -833269.420360 + Penalty 2835.684311 = -830433.736049 nChanged 37 SP:Iteration 15Q (10367.219189 sec): 3 clusters Score: Raw -833278.940399 + Penalty 2835.684311 = -830443.256088 nChanged 31 SP:Iteration 16Q (10367.241413 sec): 3 clusters Score: Raw -833289.718650 + Penalty 2835.684311 = -830454.034339 nChanged 29 SP:Iteration 17Q (10367.263774 sec): 3 clusters Score: Raw -833297.093439 + Penalty 2835.684311 = -830461.409128 nChanged 24 SP:Iteration 18Q (10367.286004 sec): 3 clusters Score: Raw -833305.339649 + Penalty 2835.684311 = -830469.655338 nChanged 28 SP:Iteration 19Q (10367.308087 sec): 3 clusters Score: Raw -833316.089977 + Penalty 2835.684311 = -830480.405666 nChanged 23 SP:Iteration 20F (10367.330719 sec): 3 clusters Score: Raw -833323.546942 + Penalty 2835.684311 = -830487.862632 nChanged 22 SP:Iteration 21Q (10367.352956 sec): 3 clusters Score: Raw -833329.515764 + Penalty 2835.684311 = -830493.831453 nChanged 15 SP:Iteration 22Q (10367.375141 sec): 3 clusters Score: Raw -833334.769423 + Penalty 2835.684311 = -830499.085112 nChanged 16 SP:Iteration 23Q (10367.397302 sec): 3 clusters Score: Raw -833338.670807 + Penalty 2835.684311 = -830502.986496 nChanged 10 SP:Iteration 24Q (10367.419585 sec): 3 clusters Score: Raw -833341.092028 + Penalty 2835.684311 = -830505.407718 nChanged 11 SP:Iteration 25Q (10367.441766 sec): 3 clusters Score: Raw -833343.296168 + Penalty 2835.684311 = -830507.611858 nChanged 15 SP:Iteration 26Q (10367.477020 sec): 3 clusters Score: Raw -833346.500866 + Penalty 2835.684311 = -830510.816556 nChanged 12 SP:Iteration 27Q (10367.499014 sec): 3 clusters Score: Raw -833349.828874 + Penalty 2835.684311 = -830514.144563 nChanged 16 SP:Iteration 28Q (10367.521080 sec): 3 clusters Score: Raw -833355.068788 + Penalty 2835.684311 = -830519.384477 nChanged 21 SP:Iteration 29Q (10367.543245 sec): 3 clusters Score: Raw -833361.860354 + Penalty 2835.684311 = -830526.176043 nChanged 21 SP:Iteration 30Q (10367.565549 sec): 3 clusters Score: Raw -833367.663968 + Penalty 2835.684311 = -830531.979658 nChanged 22 SP:Iteration 31Q (10367.587775 sec): 3 clusters Score: Raw -833374.417930 + Penalty 2835.684311 = -830538.733619 nChanged 23 SP:Iteration 32Q (10367.609814 sec): 3 clusters Score: Raw -833381.616761 + Penalty 2835.684311 = -830545.932450 nChanged 20 SP:Iteration 33Q (10367.632061 sec): 3 clusters Score: Raw -833386.316922 + Penalty 2835.684311 = -830550.632611 nChanged 16 SP:Iteration 34Q (10367.654199 sec): 3 clusters Score: Raw -833391.315828 + Penalty 2835.684311 = -830555.631517 nChanged 20 SP:Iteration 35Q (10367.676138 sec): 3 clusters Score: Raw -833399.345869 + Penalty 2835.684311 = -830563.661558 nChanged 26 SP:Iteration 36Q (10367.698262 sec): 3 clusters Score: Raw -833408.211920 + Penalty 2835.684311 = -830572.527610 nChanged 25 SP:Iteration 37Q (10367.720320 sec): 3 clusters Score: Raw -833415.033431 + Penalty 2835.684311 = -830579.349120 nChanged 17 SP:Iteration 38Q (10367.742116 sec): 3 clusters Score: Raw -833419.004365 + Penalty 2835.684311 = -830583.320054 nChanged 13 SP:Iteration 39Q (10367.764324 sec): 3 clusters Score: Raw -833421.677720 + Penalty 2835.684311 = -830585.993409 nChanged 9 SP:Iteration 40F (10367.786768 sec): 3 clusters Score: Raw -833423.513985 + Penalty 2835.684311 = -830587.829674 nChanged 6 SP:Iteration 41Q (10367.808560 sec): 3 clusters Score: Raw -833424.836148 + Penalty 2835.684311 = -830589.151837 nChanged 7 SP:Iteration 42Q (10367.843585 sec): 3 clusters Score: Raw -833426.090222 + Penalty 2835.684311 = -830590.405911 nChanged 3 SP:Iteration 43Q (10367.865119 sec): 3 clusters Score: Raw -833426.793251 + Penalty 2835.684311 = -830591.108940 nChanged 3 SP:Iteration 44Q (10367.887129 sec): 3 clusters Score: Raw -833427.620828 + Penalty 2835.684311 = -830591.936517 nChanged 4 SP:Iteration 45Q (10367.909033 sec): 3 clusters Score: Raw -833428.498662 + Penalty 2835.684311 = -830592.814351 nChanged 2 SP:Iteration 46Q (10367.931163 sec): 3 clusters Score: Raw -833428.986083 + Penalty 2835.684311 = -830593.301772 nChanged 2 SP:Iteration 47Q (10367.953241 sec): 3 clusters Score: Raw -833429.377846 + Penalty 2835.684311 = -830593.693535 nChanged 1 SP:Iteration 48Q (10368.011239 sec): 3 clusters Score: Raw -833429.507332 + Penalty 2835.684311 = -830593.823021 nChanged 1 SP:Iteration 49Q (10368.074263 sec): 3 clusters Score: Raw -833429.569015 + Penalty 2835.684311 = -830593.884705 nChanged 0 SP:Iteration 50F (10368.122499 sec): 3 clusters Score: Raw -833429.569015 + Penalty 2835.684311 = -830593.884705 nChanged 0 Trying to split cluster 19 (93069 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10368.280710 sec): 2 clusters Score: Raw -12118825.618812 + Penalty 1859.178170 = -12116966.440642 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10368.488978 sec): 3 clusters Score: Raw -12058552.977478 + Penalty 3718.356341 = -12054834.621137 nChanged 44333 SP:Iteration 1F (10368.682289 sec): 3 clusters Score: Raw -12084247.395523 + Penalty 3718.356341 = -12080529.039182 nChanged 3683 SP:Iteration 2Q (10368.898283 sec): 3 clusters Score: Raw -12085439.333602 + Penalty 3718.356341 = -12081720.977261 nChanged 4356 SP:Iteration 3Q (10369.097499 sec): 3 clusters Score: Raw -12087277.435764 + Penalty 3718.356341 = -12083559.079424 nChanged 5555 SP:Iteration 4F (10369.301936 sec): 3 clusters Score: Raw -12090413.593630 + Penalty 3718.356341 = -12086695.237289 nChanged 6746 SP:Iteration 5F (10369.500366 sec): 3 clusters Score: Raw -12095238.279536 + Penalty 3718.356341 = -12091519.923195 nChanged 7761 SP:Iteration 6F (10369.701863 sec): 3 clusters Score: Raw -12101936.292052 + Penalty 3718.356341 = -12098217.935712 nChanged 7372 SP:Iteration 7F (10369.899499 sec): 3 clusters Score: Raw -12109040.205094 + Penalty 3718.356341 = -12105321.848754 nChanged 5457 SP:Iteration 8F (10370.109178 sec): 3 clusters Score: Raw -12114412.831180 + Penalty 3718.356341 = -12110694.474840 nChanged 2954 SP:Iteration 9Q (10370.304814 sec): 3 clusters Score: Raw -12117224.534780 + Penalty 3718.356341 = -12113506.178440 nChanged 1256 SP:Iteration 10Q (10370.490504 sec): 3 clusters Score: Raw -12118388.862958 + Penalty 3718.356341 = -12114670.506617 nChanged 430 SP:Iteration 11Q (10370.661731 sec): 3 clusters Score: Raw -12118789.689268 + Penalty 3718.356341 = -12115071.332928 nChanged 122 SP:Iteration 12Q (10370.833918 sec): 3 clusters Score: Raw -12118907.568296 + Penalty 3718.356341 = -12115189.211955 nChanged 62 SP:Iteration 13Q (10371.001510 sec): 3 clusters Score: Raw -12118965.557809 + Penalty 3718.356341 = -12115247.201468 nChanged 27 SP:Iteration 14Q (10371.168673 sec): 3 clusters Score: Raw -12118996.439356 + Penalty 3718.356341 = -12115278.083015 nChanged 19 SP:Iteration 15Q (10371.344046 sec): 3 clusters Score: Raw -12119025.331675 + Penalty 3718.356341 = -12115306.975334 nChanged 9 SP:Iteration 16Q (10371.523766 sec): 3 clusters Score: Raw -12119034.470736 + Penalty 3718.356341 = -12115316.114396 nChanged 6 SP:Iteration 17Q (10371.693233 sec): 3 clusters Score: Raw -12119042.781871 + Penalty 3718.356341 = -12115324.425531 nChanged 5 SP:Iteration 18Q (10371.867189 sec): 3 clusters Score: Raw -12119048.802359 + Penalty 3718.356341 = -12115330.446019 nChanged 2 SP:Iteration 19Q (10372.046969 sec): 3 clusters Score: Raw -12119053.450993 + Penalty 3718.356341 = -12115335.094652 nChanged 2 SP:Iteration 20F (10372.239260 sec): 3 clusters Score: Raw -12119055.371007 + Penalty 3718.356341 = -12115337.014666 nChanged 4 SP:Iteration 21Q (10372.408283 sec): 3 clusters Score: Raw -12119061.244883 + Penalty 3718.356341 = -12115342.888542 nChanged 5 SP:Iteration 22Q (10372.571652 sec): 3 clusters Score: Raw -12119066.502649 + Penalty 3718.356341 = -12115348.146309 nChanged 2 SP:Iteration 23Q (10372.751839 sec): 3 clusters Score: Raw -12119069.865818 + Penalty 3718.356341 = -12115351.509478 nChanged 1 SP:Iteration 24Q (10372.921777 sec): 3 clusters Score: Raw -12119070.771832 + Penalty 3718.356341 = -12115352.415491 nChanged 3 SP:Iteration 25Q (10373.098539 sec): 3 clusters Score: Raw -12119075.433685 + Penalty 3718.356341 = -12115357.077345 nChanged 2 SP:Iteration 26Q (10373.272233 sec): 3 clusters Score: Raw -12119078.498787 + Penalty 3718.356341 = -12115360.142446 nChanged 2 SP:Iteration 27Q (10373.448817 sec): 3 clusters Score: Raw -12119079.396885 + Penalty 3718.356341 = -12115361.040544 nChanged 0 SP:Iteration 28F (10373.651486 sec): 3 clusters Score: Raw -12119079.396885 + Penalty 3718.356341 = -12115361.040544 nChanged 0 Trying to split cluster 20 (2130 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10373.697919 sec): 2 clusters Score: Raw -255784.116725 + Penalty 1245.380055 = -254538.736670 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10373.750438 sec): 3 clusters Score: Raw -254904.823959 + Penalty 2490.760109 = -252414.063850 nChanged 748 SP:Iteration 1F (10373.791535 sec): 3 clusters Score: Raw -255560.381073 + Penalty 2490.760109 = -253069.620964 nChanged 217 SP:Iteration 2F (10373.856571 sec): 3 clusters Score: Raw -255818.673849 + Penalty 2490.760109 = -253327.913740 nChanged 148 SP:Iteration 3F (10373.909697 sec): 3 clusters Score: Raw -256000.112106 + Penalty 2490.760109 = -253509.351997 nChanged 118 SP:Iteration 4F (10373.962743 sec): 3 clusters Score: Raw -256127.406288 + Penalty 2490.760109 = -253636.646179 nChanged 108 SP:Iteration 5F (10374.015522 sec): 3 clusters Score: Raw -256240.638089 + Penalty 2490.760109 = -253749.877980 nChanged 92 SP:Iteration 6Q (10374.068689 sec): 3 clusters Score: Raw -256345.218893 + Penalty 2490.760109 = -253854.458784 nChanged 70 SP:Iteration 7Q (10374.121802 sec): 3 clusters Score: Raw -256474.472281 + Penalty 2490.760109 = -253983.712172 nChanged 68 SP:Iteration 8Q (10374.172877 sec): 3 clusters Score: Raw -256586.629721 + Penalty 2490.760109 = -254095.869612 nChanged 72 SP:Iteration 9Q (10374.215494 sec): 3 clusters Score: Raw -256666.743615 + Penalty 2490.760109 = -254175.983506 nChanged 50 SP:Iteration 10Q (10374.268241 sec): 3 clusters Score: Raw -256703.897430 + Penalty 2490.760109 = -254213.137321 nChanged 31 SP:Iteration 11Q (10374.320379 sec): 3 clusters Score: Raw -256726.397112 + Penalty 2490.760109 = -254235.637003 nChanged 19 SP:Iteration 12Q (10374.371837 sec): 3 clusters Score: Raw -256740.604676 + Penalty 2490.760109 = -254249.844567 nChanged 11 SP:Iteration 13Q (10374.424732 sec): 3 clusters Score: Raw -256746.904744 + Penalty 2490.760109 = -254256.144635 nChanged 6 SP:Iteration 14Q (10374.486067 sec): 3 clusters Score: Raw -256749.750901 + Penalty 2490.760109 = -254258.990792 nChanged 3 SP:Iteration 15Q (10374.538525 sec): 3 clusters Score: Raw -256751.852926 + Penalty 2490.760109 = -254261.092817 nChanged 4 SP:Iteration 16Q (10374.593327 sec): 3 clusters Score: Raw -256755.357821 + Penalty 2490.760109 = -254264.597712 nChanged 3 SP:Iteration 17Q (10374.646450 sec): 3 clusters Score: Raw -256757.904509 + Penalty 2490.760109 = -254267.144400 nChanged 3 SP:Iteration 18Q (10374.697476 sec): 3 clusters Score: Raw -256759.094445 + Penalty 2490.760109 = -254268.334336 nChanged 1 SP:Iteration 19Q (10374.739866 sec): 3 clusters Score: Raw -256759.330080 + Penalty 2490.760109 = -254268.569971 nChanged 0 SP:Iteration 20F (10374.790103 sec): 3 clusters Score: Raw -256759.330080 + Penalty 2490.760109 = -254268.569971 nChanged 0 Trying to split cluster 21 (2131 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10374.818491 sec): 2 clusters Score: Raw -258310.344650 + Penalty 1245.456328 = -257064.888322 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10374.871414 sec): 3 clusters Score: Raw -257417.245424 + Penalty 2490.912655 = -254926.332769 nChanged 796 SP:Iteration 1F (10374.924088 sec): 3 clusters Score: Raw -258078.050427 + Penalty 2490.912655 = -255587.137772 nChanged 232 SP:Iteration 2F (10374.984283 sec): 3 clusters Score: Raw -258336.157943 + Penalty 2490.912655 = -255845.245287 nChanged 164 SP:Iteration 3F (10375.030885 sec): 3 clusters Score: Raw -258557.466795 + Penalty 2490.912655 = -256066.554139 nChanged 146 SP:Iteration 4F (10375.077948 sec): 3 clusters Score: Raw -258759.239446 + Penalty 2490.912655 = -256268.326791 nChanged 148 SP:Iteration 5F (10375.124993 sec): 3 clusters Score: Raw -258932.330775 + Penalty 2490.912655 = -256441.418120 nChanged 113 SP:Iteration 6F (10375.159811 sec): 3 clusters Score: Raw -259068.636056 + Penalty 2490.912655 = -256577.723400 nChanged 80 SP:Iteration 7Q (10375.213517 sec): 3 clusters Score: Raw -259141.220964 + Penalty 2490.912655 = -256650.308309 nChanged 51 SP:Iteration 8Q (10375.263989 sec): 3 clusters Score: Raw -259174.332930 + Penalty 2490.912655 = -256683.420275 nChanged 40 SP:Iteration 9Q (10375.307435 sec): 3 clusters Score: Raw -259202.355150 + Penalty 2490.912655 = -256711.442494 nChanged 29 SP:Iteration 10Q (10375.351374 sec): 3 clusters Score: Raw -259226.539220 + Penalty 2490.912655 = -256735.626565 nChanged 28 SP:Iteration 11Q (10375.407096 sec): 3 clusters Score: Raw -259252.512916 + Penalty 2490.912655 = -256761.600261 nChanged 21 SP:Iteration 12Q (10375.459973 sec): 3 clusters Score: Raw -259270.955895 + Penalty 2490.912655 = -256780.043240 nChanged 11 SP:Iteration 13Q (10375.510955 sec): 3 clusters Score: Raw -259280.765187 + Penalty 2490.912655 = -256789.852531 nChanged 12 SP:Iteration 14Q (10375.562537 sec): 3 clusters Score: Raw -259288.011172 + Penalty 2490.912655 = -256797.098517 nChanged 9 SP:Iteration 15Q (10375.615388 sec): 3 clusters Score: Raw -259292.056653 + Penalty 2490.912655 = -256801.143997 nChanged 5 SP:Iteration 16Q (10375.666334 sec): 3 clusters Score: Raw -259294.529490 + Penalty 2490.912655 = -256803.616835 nChanged 4 SP:Iteration 17Q (10375.715787 sec): 3 clusters Score: Raw -259296.341362 + Penalty 2490.912655 = -256805.428706 nChanged 4 SP:Iteration 18Q (10375.770561 sec): 3 clusters Score: Raw -259297.229957 + Penalty 2490.912655 = -256806.317301 nChanged 1 SP:Iteration 19Q (10375.825126 sec): 3 clusters Score: Raw -259297.321424 + Penalty 2490.912655 = -256806.408769 nChanged 0 SP:Iteration 20F (10375.878038 sec): 3 clusters Score: Raw -259298.505274 + Penalty 2490.912655 = -256807.592619 nChanged 2 SP:Iteration 21Q (10375.930862 sec): 3 clusters Score: Raw -259303.039536 + Penalty 2490.912655 = -256812.126881 nChanged 5 SP:Iteration 22Q (10375.983615 sec): 3 clusters Score: Raw -259305.250181 + Penalty 2490.912655 = -256814.337525 nChanged 1 SP:Iteration 23Q (10376.035502 sec): 3 clusters Score: Raw -259305.420757 + Penalty 2490.912655 = -256814.508101 nChanged 0 SP:Iteration 24F (10376.084441 sec): 3 clusters Score: Raw -259305.420757 + Penalty 2490.912655 = -256814.508101 nChanged 0 Trying to split cluster 22 (5559 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10376.118787 sec): 2 clusters Score: Raw -705073.995657 + Penalty 1401.265696 = -703672.729961 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10376.174865 sec): 3 clusters Score: Raw -702132.488200 + Penalty 2802.531392 = -699329.956808 nChanged 2263 SP:Iteration 1F (10376.235010 sec): 3 clusters Score: Raw -703342.339375 + Penalty 2802.531392 = -700539.807983 nChanged 434 SP:Iteration 2F (10376.292802 sec): 3 clusters Score: Raw -703606.268881 + Penalty 2802.531392 = -700803.737489 nChanged 368 SP:Iteration 3F (10376.350042 sec): 3 clusters Score: Raw -703877.048784 + Penalty 2802.531392 = -701074.517392 nChanged 341 SP:Iteration 4F (10376.397989 sec): 3 clusters Score: Raw -704134.763719 + Penalty 2802.531392 = -701332.232326 nChanged 351 SP:Iteration 5F (10376.468446 sec): 3 clusters Score: Raw -704415.421060 + Penalty 2802.531392 = -701612.889667 nChanged 326 SP:Iteration 6F (10376.527904 sec): 3 clusters Score: Raw -704678.667364 + Penalty 2802.531392 = -701876.135971 nChanged 284 SP:Iteration 7F (10376.585560 sec): 3 clusters Score: Raw -704899.297220 + Penalty 2802.531392 = -702096.765828 nChanged 230 SP:Iteration 8Q (10376.647035 sec): 3 clusters Score: Raw -705052.449092 + Penalty 2802.531392 = -702249.917700 nChanged 177 SP:Iteration 9Q (10376.695139 sec): 3 clusters Score: Raw -705198.837082 + Penalty 2802.531392 = -702396.305690 nChanged 173 SP:Iteration 10Q (10376.754583 sec): 3 clusters Score: Raw -705363.016217 + Penalty 2802.531392 = -702560.484824 nChanged 162 SP:Iteration 11Q (10376.815050 sec): 3 clusters Score: Raw -705517.211973 + Penalty 2802.531392 = -702714.680580 nChanged 143 SP:Iteration 12Q (10376.874882 sec): 3 clusters Score: Raw -705661.856057 + Penalty 2802.531392 = -702859.324664 nChanged 129 SP:Iteration 13Q (10376.944271 sec): 3 clusters Score: Raw -705750.287476 + Penalty 2802.531392 = -702947.756083 nChanged 76 SP:Iteration 14Q (10376.991145 sec): 3 clusters Score: Raw -705788.809950 + Penalty 2802.531392 = -702986.278557 nChanged 74 SP:Iteration 15Q (10377.047512 sec): 3 clusters Score: Raw -705827.721028 + Penalty 2802.531392 = -703025.189636 nChanged 64 SP:Iteration 16Q (10377.104898 sec): 3 clusters Score: Raw -705855.267970 + Penalty 2802.531392 = -703052.736578 nChanged 64 SP:Iteration 17Q (10377.148753 sec): 3 clusters Score: Raw -705883.624020 + Penalty 2802.531392 = -703081.092628 nChanged 43 SP:Iteration 18Q (10377.206571 sec): 3 clusters Score: Raw -705895.583813 + Penalty 2802.531392 = -703093.052420 nChanged 28 SP:Iteration 19Q (10377.275960 sec): 3 clusters Score: Raw -705902.575600 + Penalty 2802.531392 = -703100.044207 nChanged 27 SP:Iteration 20F (10377.329898 sec): 3 clusters Score: Raw -705911.556608 + Penalty 2802.531392 = -703109.025215 nChanged 24 SP:Iteration 21Q (10377.379099 sec): 3 clusters Score: Raw -705919.318539 + Penalty 2802.531392 = -703116.787147 nChanged 20 SP:Iteration 22Q (10377.447033 sec): 3 clusters Score: Raw -705925.088228 + Penalty 2802.531392 = -703122.556836 nChanged 16 SP:Iteration 23Q (10377.501644 sec): 3 clusters Score: Raw -705929.795513 + Penalty 2802.531392 = -703127.264120 nChanged 18 SP:Iteration 24Q (10377.560691 sec): 3 clusters Score: Raw -705936.232330 + Penalty 2802.531392 = -703133.700938 nChanged 17 SP:Iteration 25Q (10377.619719 sec): 3 clusters Score: Raw -705942.725113 + Penalty 2802.531392 = -703140.193721 nChanged 23 SP:Iteration 26Q (10377.680670 sec): 3 clusters Score: Raw -705950.221976 + Penalty 2802.531392 = -703147.690584 nChanged 25 SP:Iteration 27Q (10377.739824 sec): 3 clusters Score: Raw -705957.852677 + Penalty 2802.531392 = -703155.321284 nChanged 16 SP:Iteration 28Q (10377.787210 sec): 3 clusters Score: Raw -705966.594373 + Penalty 2802.531392 = -703164.062981 nChanged 21 SP:Iteration 29Q (10377.841966 sec): 3 clusters Score: Raw -705975.145332 + Penalty 2802.531392 = -703172.613939 nChanged 15 SP:Iteration 30Q (10377.909849 sec): 3 clusters Score: Raw -705979.807634 + Penalty 2802.531392 = -703177.276241 nChanged 13 SP:Iteration 31Q (10377.957140 sec): 3 clusters Score: Raw -705984.208040 + Penalty 2802.531392 = -703181.676648 nChanged 9 SP:Iteration 32Q (10378.015292 sec): 3 clusters Score: Raw -705986.774645 + Penalty 2802.531392 = -703184.243253 nChanged 12 SP:Iteration 33Q (10378.073069 sec): 3 clusters Score: Raw -705990.343533 + Penalty 2802.531392 = -703187.812140 nChanged 14 SP:Iteration 34Q (10378.131578 sec): 3 clusters Score: Raw -705994.153880 + Penalty 2802.531392 = -703191.622488 nChanged 12 SP:Iteration 35Q (10378.196262 sec): 3 clusters Score: Raw -705998.158668 + Penalty 2802.531392 = -703195.627275 nChanged 19 SP:Iteration 36Q (10378.247303 sec): 3 clusters Score: Raw -706004.519081 + Penalty 2802.531392 = -703201.987688 nChanged 10 SP:Iteration 37Q (10378.295221 sec): 3 clusters Score: Raw -706007.600276 + Penalty 2802.531392 = -703205.068884 nChanged 9 SP:Iteration 38Q (10378.353742 sec): 3 clusters Score: Raw -706009.226912 + Penalty 2802.531392 = -703206.695520 nChanged 5 SP:Iteration 39Q (10378.411546 sec): 3 clusters Score: Raw -706010.806066 + Penalty 2802.531392 = -703208.274674 nChanged 7 SP:Iteration 40F (10378.470539 sec): 3 clusters Score: Raw -706012.497763 + Penalty 2802.531392 = -703209.966371 nChanged 6 SP:Iteration 41Q (10378.521381 sec): 3 clusters Score: Raw -706013.594740 + Penalty 2802.531392 = -703211.063348 nChanged 4 SP:Iteration 42Q (10378.572740 sec): 3 clusters Score: Raw -706014.701125 + Penalty 2802.531392 = -703212.169732 nChanged 7 SP:Iteration 43Q (10378.632309 sec): 3 clusters Score: Raw -706016.278058 + Penalty 2802.531392 = -703213.746665 nChanged 4 SP:Iteration 44Q (10378.690897 sec): 3 clusters Score: Raw -706017.717938 + Penalty 2802.531392 = -703215.186546 nChanged 7 SP:Iteration 45Q (10378.749988 sec): 3 clusters Score: Raw -706019.108459 + Penalty 2802.531392 = -703216.577067 nChanged 7 SP:Iteration 46Q (10378.808368 sec): 3 clusters Score: Raw -706021.022581 + Penalty 2802.531392 = -703218.491189 nChanged 5 SP:Iteration 47Q (10378.866827 sec): 3 clusters Score: Raw -706022.969477 + Penalty 2802.531392 = -703220.438084 nChanged 8 SP:Iteration 48Q (10378.925315 sec): 3 clusters Score: Raw -706025.762144 + Penalty 2802.531392 = -703223.230752 nChanged 9 SP:Iteration 49Q (10378.982809 sec): 3 clusters Score: Raw -706030.145356 + Penalty 2802.531392 = -703227.613963 nChanged 9 SP:Iteration 50Q (10379.040559 sec): 3 clusters Score: Raw -706034.807486 + Penalty 2802.531392 = -703232.276093 nChanged 9 SP:Iteration 51Q (10379.098316 sec): 3 clusters Score: Raw -706041.658957 + Penalty 2802.531392 = -703239.127564 nChanged 14 SP:Iteration 52Q (10379.156153 sec): 3 clusters Score: Raw -706052.065820 + Penalty 2802.531392 = -703249.534428 nChanged 19 SP:Iteration 53Q (10379.214613 sec): 3 clusters Score: Raw -706065.634861 + Penalty 2802.531392 = -703263.103468 nChanged 24 SP:Iteration 54Q (10379.283879 sec): 3 clusters Score: Raw -706087.524751 + Penalty 2802.531392 = -703284.993359 nChanged 27 SP:Iteration 55Q (10379.325094 sec): 3 clusters Score: Raw -706124.229247 + Penalty 2802.531392 = -703321.697855 nChanged 41 SP:Iteration 56Q (10379.393866 sec): 3 clusters Score: Raw -706185.259707 + Penalty 2802.531392 = -703382.728315 nChanged 45 SP:Iteration 57Q (10379.438468 sec): 3 clusters Score: Raw -706277.368550 + Penalty 2802.531392 = -703474.837158 nChanged 56 SP:Iteration 58Q (10379.496575 sec): 3 clusters Score: Raw -706408.760946 + Penalty 2802.531392 = -703606.229554 nChanged 47 SP:Iteration 59Q (10379.557504 sec): 3 clusters Score: Raw -706506.814808 + Penalty 2802.531392 = -703704.283416 nChanged 22 SP:Iteration 60F (10379.602871 sec): 3 clusters Score: Raw -706538.315397 + Penalty 2802.531392 = -703735.784004 nChanged 19 SP:Iteration 61Q (10379.670475 sec): 3 clusters Score: Raw -706549.881036 + Penalty 2802.531392 = -703747.349644 nChanged 4 SP:Iteration 62Q (10379.716492 sec): 3 clusters Score: Raw -706551.596325 + Penalty 2802.531392 = -703749.064933 nChanged 2 SP:Iteration 63Q (10379.768471 sec): 3 clusters Score: Raw -706552.165833 + Penalty 2802.531392 = -703749.634441 nChanged 1 SP:Iteration 64Q (10379.833095 sec): 3 clusters Score: Raw -706552.362967 + Penalty 2802.531392 = -703749.831574 nChanged 0 SP:Iteration 65F (10379.881249 sec): 3 clusters Score: Raw -706552.362967 + Penalty 2802.531392 = -703749.831574 nChanged 0 Score: Raw -99970380.330725 + Penalty 74897.837694 = -99895482.493031 Splitting cluster 22 changes total score from -99896206.239452 to -99895482.493031 So it's not getting split. Trying to split cluster 23 (32026 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10396.084956 sec): 2 clusters Score: Raw -4044779.231620 + Penalty 1685.824295 = -4043093.407326 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10396.189254 sec): 3 clusters Score: Raw -4024957.310961 + Penalty 3371.648589 = -4021585.662371 nChanged 14793 SP:Iteration 1F (10396.292528 sec): 3 clusters Score: Raw -4033197.065477 + Penalty 3371.648589 = -4029825.416887 nChanged 1361 SP:Iteration 2Q (10396.398733 sec): 3 clusters Score: Raw -4033652.241328 + Penalty 3371.648589 = -4030280.592739 nChanged 1415 SP:Iteration 3Q (10396.504590 sec): 3 clusters Score: Raw -4034172.031422 + Penalty 3371.648589 = -4030800.382832 nChanged 1567 SP:Iteration 4Q (10396.600790 sec): 3 clusters Score: Raw -4034904.562861 + Penalty 3371.648589 = -4031532.914271 nChanged 1881 SP:Iteration 5F (10396.703865 sec): 3 clusters Score: Raw -4036061.963371 + Penalty 3371.648589 = -4032690.314781 nChanged 2248 SP:Iteration 6F (10396.810139 sec): 3 clusters Score: Raw -4037754.150490 + Penalty 3371.648589 = -4034382.501900 nChanged 2325 SP:Iteration 7F (10396.914243 sec): 3 clusters Score: Raw -4039790.006473 + Penalty 3371.648589 = -4036418.357884 nChanged 2002 SP:Iteration 8F (10397.015969 sec): 3 clusters Score: Raw -4041649.123604 + Penalty 3371.648589 = -4038277.475015 nChanged 1420 SP:Iteration 9Q (10397.119118 sec): 3 clusters Score: Raw -4042923.777469 + Penalty 3371.648589 = -4039552.128880 nChanged 978 SP:Iteration 10Q (10397.219839 sec): 3 clusters Score: Raw -4043787.993020 + Penalty 3371.648589 = -4040416.344431 nChanged 664 SP:Iteration 11Q (10397.306293 sec): 3 clusters Score: Raw -4044294.279482 + Penalty 3371.648589 = -4040922.630893 nChanged 426 SP:Iteration 12Q (10397.408535 sec): 3 clusters Score: Raw -4044593.411978 + Penalty 3371.648589 = -4041221.763388 nChanged 336 SP:Iteration 13Q (10397.493770 sec): 3 clusters Score: Raw -4044789.735547 + Penalty 3371.648589 = -4041418.086958 nChanged 267 SP:Iteration 14Q (10397.585830 sec): 3 clusters Score: Raw -4044924.830843 + Penalty 3371.648589 = -4041553.182254 nChanged 219 SP:Iteration 15Q (10397.672933 sec): 3 clusters Score: Raw -4044999.949307 + Penalty 3371.648589 = -4041628.300717 nChanged 161 SP:Iteration 16Q (10397.764467 sec): 3 clusters Score: Raw -4045042.035205 + Penalty 3371.648589 = -4041670.386615 nChanged 104 SP:Iteration 17Q (10397.851413 sec): 3 clusters Score: Raw -4045065.580231 + Penalty 3371.648589 = -4041693.931641 nChanged 78 SP:Iteration 18Q (10397.947154 sec): 3 clusters Score: Raw -4045083.002064 + Penalty 3371.648589 = -4041711.353475 nChanged 77 SP:Iteration 19Q (10398.044973 sec): 3 clusters Score: Raw -4045098.037946 + Penalty 3371.648589 = -4041726.389356 nChanged 60 SP:Iteration 20F (10398.142530 sec): 3 clusters Score: Raw -4045108.554216 + Penalty 3371.648589 = -4041736.905627 nChanged 64 SP:Iteration 21Q (10398.238179 sec): 3 clusters Score: Raw -4045120.685241 + Penalty 3371.648589 = -4041749.036652 nChanged 61 SP:Iteration 22Q (10398.331465 sec): 3 clusters Score: Raw -4045132.472151 + Penalty 3371.648589 = -4041760.823562 nChanged 58 SP:Iteration 23Q (10398.422514 sec): 3 clusters Score: Raw -4045142.640425 + Penalty 3371.648589 = -4041770.991836 nChanged 61 SP:Iteration 24Q (10398.517960 sec): 3 clusters Score: Raw -4045154.163483 + Penalty 3371.648589 = -4041782.514894 nChanged 62 SP:Iteration 25Q (10398.612483 sec): 3 clusters Score: Raw -4045167.182669 + Penalty 3371.648589 = -4041795.534080 nChanged 66 SP:Iteration 26Q (10398.709852 sec): 3 clusters Score: Raw -4045179.119415 + Penalty 3371.648589 = -4041807.470826 nChanged 50 SP:Iteration 27Q (10398.801397 sec): 3 clusters Score: Raw -4045188.288060 + Penalty 3371.648589 = -4041816.639471 nChanged 49 SP:Iteration 28Q (10398.900600 sec): 3 clusters Score: Raw -4045196.773364 + Penalty 3371.648589 = -4041825.124774 nChanged 43 SP:Iteration 29Q (10398.995649 sec): 3 clusters Score: Raw -4045206.246789 + Penalty 3371.648589 = -4041834.598200 nChanged 53 SP:Iteration 30Q (10399.088918 sec): 3 clusters Score: Raw -4045215.713013 + Penalty 3371.648589 = -4041844.064424 nChanged 40 SP:Iteration 31Q (10399.183426 sec): 3 clusters Score: Raw -4045221.077751 + Penalty 3371.648589 = -4041849.429162 nChanged 26 SP:Iteration 32Q (10399.270521 sec): 3 clusters Score: Raw -4045223.868311 + Penalty 3371.648589 = -4041852.219722 nChanged 20 SP:Iteration 33Q (10399.364678 sec): 3 clusters Score: Raw -4045225.838830 + Penalty 3371.648589 = -4041854.190240 nChanged 13 SP:Iteration 34Q (10399.464384 sec): 3 clusters Score: Raw -4045227.339707 + Penalty 3371.648589 = -4041855.691117 nChanged 9 SP:Iteration 35Q (10399.542508 sec): 3 clusters Score: Raw -4045228.252114 + Penalty 3371.648589 = -4041856.603524 nChanged 13 SP:Iteration 36Q (10399.641847 sec): 3 clusters Score: Raw -4045229.308323 + Penalty 3371.648589 = -4041857.659734 nChanged 8 SP:Iteration 37Q (10399.737118 sec): 3 clusters Score: Raw -4045229.870396 + Penalty 3371.648589 = -4041858.221807 nChanged 7 SP:Iteration 38Q (10399.832132 sec): 3 clusters Score: Raw -4045230.515623 + Penalty 3371.648589 = -4041858.867033 nChanged 6 SP:Iteration 39Q (10399.918456 sec): 3 clusters Score: Raw -4045230.970531 + Penalty 3371.648589 = -4041859.321941 nChanged 7 SP:Iteration 40F (10400.027686 sec): 3 clusters Score: Raw -4045231.686848 + Penalty 3371.648589 = -4041860.038259 nChanged 7 SP:Iteration 41Q (10400.122197 sec): 3 clusters Score: Raw -4045232.360287 + Penalty 3371.648589 = -4041860.711698 nChanged 9 SP:Iteration 42Q (10400.218443 sec): 3 clusters Score: Raw -4045233.414100 + Penalty 3371.648589 = -4041861.765511 nChanged 12 SP:Iteration 43Q (10400.312964 sec): 3 clusters Score: Raw -4045234.780200 + Penalty 3371.648589 = -4041863.131610 nChanged 10 SP:Iteration 44Q (10400.407634 sec): 3 clusters Score: Raw -4045235.472152 + Penalty 3371.648589 = -4041863.823563 nChanged 4 SP:Iteration 45Q (10400.501825 sec): 3 clusters Score: Raw -4045235.747828 + Penalty 3371.648589 = -4041864.099239 nChanged 2 SP:Iteration 46Q (10400.580917 sec): 3 clusters Score: Raw -4045235.886758 + Penalty 3371.648589 = -4041864.238168 nChanged 4 SP:Iteration 47Q (10400.669819 sec): 3 clusters Score: Raw -4045236.240864 + Penalty 3371.648589 = -4041864.592274 nChanged 7 SP:Iteration 48Q (10400.772689 sec): 3 clusters Score: Raw -4045236.737802 + Penalty 3371.648589 = -4041865.089212 nChanged 1 SP:Iteration 49Q (10400.869194 sec): 3 clusters Score: Raw -4045236.779013 + Penalty 3371.648589 = -4041865.130423 nChanged 1 SP:Iteration 50Q (10400.964033 sec): 3 clusters Score: Raw -4045236.855093 + Penalty 3371.648589 = -4041865.206503 nChanged 2 SP:Iteration 51Q (10401.049387 sec): 3 clusters Score: Raw -4045237.043695 + Penalty 3371.648589 = -4041865.395105 nChanged 5 SP:Iteration 52Q (10401.150184 sec): 3 clusters Score: Raw -4045237.542179 + Penalty 3371.648589 = -4041865.893590 nChanged 5 SP:Iteration 53Q (10401.244486 sec): 3 clusters Score: Raw -4045237.712471 + Penalty 3371.648589 = -4041866.063882 nChanged 2 SP:Iteration 54Q (10401.339569 sec): 3 clusters Score: Raw -4045237.760612 + Penalty 3371.648589 = -4041866.112023 nChanged 1 SP:Iteration 55Q (10401.434674 sec): 3 clusters Score: Raw -4045237.896795 + Penalty 3371.648589 = -4041866.248206 nChanged 2 SP:Iteration 56Q (10401.522436 sec): 3 clusters Score: Raw -4045237.978139 + Penalty 3371.648589 = -4041866.329549 nChanged 0 SP:Iteration 57F (10401.624570 sec): 3 clusters Score: Raw -4045237.978139 + Penalty 3371.648589 = -4041866.329549 nChanged 0 Trying to split cluster 24 (8449 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10401.671460 sec): 2 clusters Score: Raw -1126544.870893 + Penalty 1469.293048 = -1125075.577845 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10401.728268 sec): 3 clusters Score: Raw -1121871.139519 + Penalty 2938.586095 = -1118932.553423 nChanged 3560 SP:Iteration 1F (10401.784374 sec): 3 clusters Score: Raw -1123702.323592 + Penalty 2938.586095 = -1120763.737497 nChanged 509 SP:Iteration 2F (10401.845851 sec): 3 clusters Score: Raw -1123902.507719 + Penalty 2938.586095 = -1120963.921624 nChanged 403 SP:Iteration 3Q (10401.899738 sec): 3 clusters Score: Raw -1124063.479182 + Penalty 2938.586095 = -1121124.893087 nChanged 352 SP:Iteration 4Q (10401.960214 sec): 3 clusters Score: Raw -1124200.349105 + Penalty 2938.586095 = -1121261.763009 nChanged 322 SP:Iteration 5Q (10402.023180 sec): 3 clusters Score: Raw -1124319.242279 + Penalty 2938.586095 = -1121380.656183 nChanged 305 SP:Iteration 6Q (10402.095647 sec): 3 clusters Score: Raw -1124454.153152 + Penalty 2938.586095 = -1121515.567057 nChanged 307 SP:Iteration 7Q (10402.157330 sec): 3 clusters Score: Raw -1124604.691995 + Penalty 2938.586095 = -1121666.105900 nChanged 335 SP:Iteration 8Q (10402.212005 sec): 3 clusters Score: Raw -1124766.471500 + Penalty 2938.586095 = -1121827.885404 nChanged 321 SP:Iteration 9Q (10402.275688 sec): 3 clusters Score: Raw -1124950.515014 + Penalty 2938.586095 = -1122011.928919 nChanged 345 SP:Iteration 10Q (10402.350563 sec): 3 clusters Score: Raw -1125146.193443 + Penalty 2938.586095 = -1122207.607347 nChanged 322 SP:Iteration 11Q (10402.402785 sec): 3 clusters Score: Raw -1125323.908003 + Penalty 2938.586095 = -1122385.321908 nChanged 320 SP:Iteration 12Q (10402.467253 sec): 3 clusters Score: Raw -1125488.952252 + Penalty 2938.586095 = -1122550.366157 nChanged 285 SP:Iteration 13Q (10402.520483 sec): 3 clusters Score: Raw -1125637.301090 + Penalty 2938.586095 = -1122698.714995 nChanged 260 SP:Iteration 14Q (10402.579444 sec): 3 clusters Score: Raw -1125755.305786 + Penalty 2938.586095 = -1122816.719691 nChanged 236 SP:Iteration 15Q (10402.631358 sec): 3 clusters Score: Raw -1125860.600621 + Penalty 2938.586095 = -1122922.014526 nChanged 195 SP:Iteration 16Q (10402.702233 sec): 3 clusters Score: Raw -1125934.549693 + Penalty 2938.586095 = -1122995.963598 nChanged 162 SP:Iteration 17Q (10402.769074 sec): 3 clusters Score: Raw -1125992.383043 + Penalty 2938.586095 = -1123053.796948 nChanged 143 SP:Iteration 18Q (10402.832410 sec): 3 clusters Score: Raw -1126038.950821 + Penalty 2938.586095 = -1123100.364726 nChanged 100 SP:Iteration 19Q (10402.884407 sec): 3 clusters Score: Raw -1126067.801529 + Penalty 2938.586095 = -1123129.215434 nChanged 82 SP:Iteration 20F (10402.958148 sec): 3 clusters Score: Raw -1126091.175729 + Penalty 2938.586095 = -1123152.589634 nChanged 86 SP:Iteration 21Q (10403.010167 sec): 3 clusters Score: Raw -1126114.338372 + Penalty 2938.586095 = -1123175.752277 nChanged 72 SP:Iteration 22Q (10403.073605 sec): 3 clusters Score: Raw -1126132.129887 + Penalty 2938.586095 = -1123193.543791 nChanged 52 SP:Iteration 23Q (10403.146841 sec): 3 clusters Score: Raw -1126142.475177 + Penalty 2938.586095 = -1123203.889081 nChanged 49 SP:Iteration 24Q (10403.199021 sec): 3 clusters Score: Raw -1126149.933920 + Penalty 2938.586095 = -1123211.347825 nChanged 29 SP:Iteration 25Q (10403.273079 sec): 3 clusters Score: Raw -1126153.070851 + Penalty 2938.586095 = -1123214.484756 nChanged 13 SP:Iteration 26Q (10403.336150 sec): 3 clusters Score: Raw -1126155.058125 + Penalty 2938.586095 = -1123216.472030 nChanged 12 SP:Iteration 27Q (10403.399257 sec): 3 clusters Score: Raw -1126157.047553 + Penalty 2938.586095 = -1123218.461458 nChanged 9 SP:Iteration 28Q (10403.461998 sec): 3 clusters Score: Raw -1126158.621593 + Penalty 2938.586095 = -1123220.035498 nChanged 8 SP:Iteration 29Q (10403.511586 sec): 3 clusters Score: Raw -1126159.909637 + Penalty 2938.586095 = -1123221.323542 nChanged 11 SP:Iteration 30Q (10403.574755 sec): 3 clusters Score: Raw -1126161.441009 + Penalty 2938.586095 = -1123222.854914 nChanged 13 SP:Iteration 31Q (10403.648914 sec): 3 clusters Score: Raw -1126163.863688 + Penalty 2938.586095 = -1123225.277593 nChanged 13 SP:Iteration 32Q (10403.712072 sec): 3 clusters Score: Raw -1126165.301808 + Penalty 2938.586095 = -1123226.715713 nChanged 5 SP:Iteration 33Q (10403.775336 sec): 3 clusters Score: Raw -1126166.013081 + Penalty 2938.586095 = -1123227.426986 nChanged 8 SP:Iteration 34Q (10403.827316 sec): 3 clusters Score: Raw -1126167.073414 + Penalty 2938.586095 = -1123228.487319 nChanged 11 SP:Iteration 35Q (10403.900893 sec): 3 clusters Score: Raw -1126168.152749 + Penalty 2938.586095 = -1123229.566653 nChanged 7 SP:Iteration 36Q (10403.953748 sec): 3 clusters Score: Raw -1126169.011002 + Penalty 2938.586095 = -1123230.424907 nChanged 9 SP:Iteration 37Q (10404.028098 sec): 3 clusters Score: Raw -1126170.127860 + Penalty 2938.586095 = -1123231.541764 nChanged 15 SP:Iteration 38Q (10404.090053 sec): 3 clusters Score: Raw -1126171.694723 + Penalty 2938.586095 = -1123233.108628 nChanged 10 SP:Iteration 39Q (10404.153212 sec): 3 clusters Score: Raw -1126172.530272 + Penalty 2938.586095 = -1123233.944177 nChanged 4 SP:Iteration 40F (10404.216205 sec): 3 clusters Score: Raw -1126172.930815 + Penalty 2938.586095 = -1123234.344720 nChanged 2 SP:Iteration 41Q (10404.279422 sec): 3 clusters Score: Raw -1126173.056673 + Penalty 2938.586095 = -1123234.470578 nChanged 4 SP:Iteration 42Q (10404.334019 sec): 3 clusters Score: Raw -1126173.356763 + Penalty 2938.586095 = -1123234.770668 nChanged 3 SP:Iteration 43Q (10404.390877 sec): 3 clusters Score: Raw -1126173.683619 + Penalty 2938.586095 = -1123235.097523 nChanged 4 SP:Iteration 44Q (10404.446668 sec): 3 clusters Score: Raw -1126174.253433 + Penalty 2938.586095 = -1123235.667338 nChanged 5 SP:Iteration 45Q (10404.511899 sec): 3 clusters Score: Raw -1126175.095157 + Penalty 2938.586095 = -1123236.509061 nChanged 6 SP:Iteration 46Q (10404.563928 sec): 3 clusters Score: Raw -1126175.644618 + Penalty 2938.586095 = -1123237.058523 nChanged 6 SP:Iteration 47Q (10404.637594 sec): 3 clusters Score: Raw -1126176.462714 + Penalty 2938.586095 = -1123237.876619 nChanged 3 SP:Iteration 48Q (10404.700828 sec): 3 clusters Score: Raw -1126176.759684 + Penalty 2938.586095 = -1123238.173589 nChanged 2 SP:Iteration 49Q (10404.762478 sec): 3 clusters Score: Raw -1126176.905837 + Penalty 2938.586095 = -1123238.319742 nChanged 1 SP:Iteration 50Q (10404.825890 sec): 3 clusters Score: Raw -1126177.120829 + Penalty 2938.586095 = -1123238.534733 nChanged 3 SP:Iteration 51Q (10404.887556 sec): 3 clusters Score: Raw -1126177.606677 + Penalty 2938.586095 = -1123239.020582 nChanged 2 SP:Iteration 52Q (10404.939112 sec): 3 clusters Score: Raw -1126178.031268 + Penalty 2938.586095 = -1123239.445172 nChanged 1 SP:Iteration 53Q (10405.002183 sec): 3 clusters Score: Raw -1126178.181938 + Penalty 2938.586095 = -1123239.595843 nChanged 0 SP:Iteration 54F (10405.076089 sec): 3 clusters Score: Raw -1126178.181938 + Penalty 2938.586095 = -1123239.595843 nChanged 0 Trying to split cluster 25 (7525 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10405.112161 sec): 2 clusters Score: Raw -1013626.634626 + Penalty 1450.472740 = -1012176.161886 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10405.164542 sec): 3 clusters Score: Raw -1009428.026783 + Penalty 2900.945479 = -1006527.081304 nChanged 3240 SP:Iteration 1F (10405.187899 sec): 3 clusters Score: Raw -1011162.891840 + Penalty 2900.945479 = -1008261.946361 nChanged 485 SP:Iteration 2F (10405.212783 sec): 3 clusters Score: Raw -1011382.893513 + Penalty 2900.945479 = -1008481.948034 nChanged 409 SP:Iteration 3F (10405.237483 sec): 3 clusters Score: Raw -1011542.817247 + Penalty 2900.945479 = -1008641.871768 nChanged 305 SP:Iteration 4Q (10405.262327 sec): 3 clusters Score: Raw -1011654.575459 + Penalty 2900.945479 = -1008753.629980 nChanged 223 SP:Iteration 5Q (10405.287235 sec): 3 clusters Score: Raw -1011729.924734 + Penalty 2900.945479 = -1008828.979255 nChanged 203 SP:Iteration 6Q (10405.312463 sec): 3 clusters Score: Raw -1011793.669702 + Penalty 2900.945479 = -1008892.724223 nChanged 157 SP:Iteration 7Q (10405.337370 sec): 3 clusters Score: Raw -1011843.122416 + Penalty 2900.945479 = -1008942.176936 nChanged 161 SP:Iteration 8Q (10405.362285 sec): 3 clusters Score: Raw -1011911.686816 + Penalty 2900.945479 = -1009010.741337 nChanged 176 SP:Iteration 9Q (10405.387125 sec): 3 clusters Score: Raw -1012013.970486 + Penalty 2900.945479 = -1009113.025007 nChanged 217 SP:Iteration 10Q (10405.412153 sec): 3 clusters Score: Raw -1012150.142178 + Penalty 2900.945479 = -1009249.196699 nChanged 235 SP:Iteration 11Q (10405.437267 sec): 3 clusters Score: Raw -1012317.131601 + Penalty 2900.945479 = -1009416.186122 nChanged 269 SP:Iteration 12Q (10405.462330 sec): 3 clusters Score: Raw -1012507.755214 + Penalty 2900.945479 = -1009606.809735 nChanged 268 SP:Iteration 13Q (10405.500294 sec): 3 clusters Score: Raw -1012684.078925 + Penalty 2900.945479 = -1009783.133446 nChanged 250 SP:Iteration 14Q (10405.524434 sec): 3 clusters Score: Raw -1012835.701839 + Penalty 2900.945479 = -1009934.756360 nChanged 229 SP:Iteration 15Q (10405.548879 sec): 3 clusters Score: Raw -1012958.845060 + Penalty 2900.945479 = -1010057.899580 nChanged 209 SP:Iteration 16Q (10405.573215 sec): 3 clusters Score: Raw -1013066.549728 + Penalty 2900.945479 = -1010165.604249 nChanged 206 SP:Iteration 17Q (10405.597380 sec): 3 clusters Score: Raw -1013170.616219 + Penalty 2900.945479 = -1010269.670740 nChanged 168 SP:Iteration 18Q (10405.621497 sec): 3 clusters Score: Raw -1013253.478491 + Penalty 2900.945479 = -1010352.533011 nChanged 167 SP:Iteration 19Q (10405.645751 sec): 3 clusters Score: Raw -1013323.460345 + Penalty 2900.945479 = -1010422.514866 nChanged 134 SP:Iteration 20F (10405.719431 sec): 3 clusters Score: Raw -1013374.711841 + Penalty 2900.945479 = -1010473.766362 nChanged 107 SP:Iteration 21Q (10405.778112 sec): 3 clusters Score: Raw -1013414.712058 + Penalty 2900.945479 = -1010513.766578 nChanged 103 SP:Iteration 22Q (10405.839786 sec): 3 clusters Score: Raw -1013453.299114 + Penalty 2900.945479 = -1010552.353635 nChanged 88 SP:Iteration 23Q (10405.872120 sec): 3 clusters Score: Raw -1013481.711332 + Penalty 2900.945479 = -1010580.765853 nChanged 75 SP:Iteration 24Q (10405.895644 sec): 3 clusters Score: Raw -1013503.895128 + Penalty 2900.945479 = -1010602.949649 nChanged 66 SP:Iteration 25Q (10405.919618 sec): 3 clusters Score: Raw -1013528.094862 + Penalty 2900.945479 = -1010627.149382 nChanged 71 SP:Iteration 26Q (10405.943237 sec): 3 clusters Score: Raw -1013555.707481 + Penalty 2900.945479 = -1010654.762002 nChanged 69 SP:Iteration 27Q (10405.967091 sec): 3 clusters Score: Raw -1013577.723169 + Penalty 2900.945479 = -1010676.777690 nChanged 48 SP:Iteration 28Q (10405.990691 sec): 3 clusters Score: Raw -1013589.416872 + Penalty 2900.945479 = -1010688.471393 nChanged 35 SP:Iteration 29Q (10406.014287 sec): 3 clusters Score: Raw -1013598.417365 + Penalty 2900.945479 = -1010697.471886 nChanged 33 SP:Iteration 30Q (10406.086358 sec): 3 clusters Score: Raw -1013608.471985 + Penalty 2900.945479 = -1010707.526506 nChanged 39 SP:Iteration 31Q (10406.135805 sec): 3 clusters Score: Raw -1013620.069742 + Penalty 2900.945479 = -1010719.124263 nChanged 37 SP:Iteration 32Q (10406.207876 sec): 3 clusters Score: Raw -1013631.298951 + Penalty 2900.945479 = -1010730.353472 nChanged 40 SP:Iteration 33Q (10406.267390 sec): 3 clusters Score: Raw -1013640.132619 + Penalty 2900.945479 = -1010739.187140 nChanged 32 SP:Iteration 34Q (10406.328055 sec): 3 clusters Score: Raw -1013647.246840 + Penalty 2900.945479 = -1010746.301360 nChanged 26 SP:Iteration 35Q (10406.388978 sec): 3 clusters Score: Raw -1013653.748271 + Penalty 2900.945479 = -1010752.802792 nChanged 25 SP:Iteration 36Q (10406.449735 sec): 3 clusters Score: Raw -1013658.586678 + Penalty 2900.945479 = -1010757.641199 nChanged 12 SP:Iteration 37Q (10406.510665 sec): 3 clusters Score: Raw -1013661.810070 + Penalty 2900.945479 = -1010760.864591 nChanged 16 SP:Iteration 38Q (10406.571622 sec): 3 clusters Score: Raw -1013666.378947 + Penalty 2900.945479 = -1010765.433468 nChanged 17 SP:Iteration 39Q (10406.626107 sec): 3 clusters Score: Raw -1013670.507364 + Penalty 2900.945479 = -1010769.561885 nChanged 18 SP:Iteration 40F (10406.678175 sec): 3 clusters Score: Raw -1013674.833506 + Penalty 2900.945479 = -1010773.888027 nChanged 16 SP:Iteration 41Q (10406.739686 sec): 3 clusters Score: Raw -1013678.393667 + Penalty 2900.945479 = -1010777.448188 nChanged 9 SP:Iteration 42Q (10406.812109 sec): 3 clusters Score: Raw -1013680.321732 + Penalty 2900.945479 = -1010779.376253 nChanged 8 SP:Iteration 43Q (10406.861445 sec): 3 clusters Score: Raw -1013681.722791 + Penalty 2900.945479 = -1010780.777312 nChanged 8 SP:Iteration 44Q (10406.921512 sec): 3 clusters Score: Raw -1013683.627468 + Penalty 2900.945479 = -1010782.681989 nChanged 10 SP:Iteration 45Q (10406.980797 sec): 3 clusters Score: Raw -1013686.595695 + Penalty 2900.945479 = -1010785.650216 nChanged 17 SP:Iteration 46Q (10407.040256 sec): 3 clusters Score: Raw -1013691.272794 + Penalty 2900.945479 = -1010790.327315 nChanged 14 SP:Iteration 47Q (10407.101465 sec): 3 clusters Score: Raw -1013694.838603 + Penalty 2900.945479 = -1010793.893124 nChanged 20 SP:Iteration 48Q (10407.172120 sec): 3 clusters Score: Raw -1013700.071604 + Penalty 2900.945479 = -1010799.126125 nChanged 14 SP:Iteration 49Q (10407.233244 sec): 3 clusters Score: Raw -1013703.104153 + Penalty 2900.945479 = -1010802.158674 nChanged 17 SP:Iteration 50Q (10407.294257 sec): 3 clusters Score: Raw -1013707.079125 + Penalty 2900.945479 = -1010806.133646 nChanged 18 SP:Iteration 51Q (10407.350399 sec): 3 clusters Score: Raw -1013711.790089 + Penalty 2900.945479 = -1010810.844610 nChanged 13 SP:Iteration 52Q (10407.395079 sec): 3 clusters Score: Raw -1013715.749793 + Penalty 2900.945479 = -1010814.804313 nChanged 11 SP:Iteration 53Q (10407.463240 sec): 3 clusters Score: Raw -1013718.904786 + Penalty 2900.945479 = -1010817.959307 nChanged 11 SP:Iteration 54Q (10407.523845 sec): 3 clusters Score: Raw -1013721.803532 + Penalty 2900.945479 = -1010820.858053 nChanged 8 SP:Iteration 55Q (10407.573539 sec): 3 clusters Score: Raw -1013723.424133 + Penalty 2900.945479 = -1010822.478654 nChanged 7 SP:Iteration 56Q (10407.633291 sec): 3 clusters Score: Raw -1013725.028582 + Penalty 2900.945479 = -1010824.083103 nChanged 6 SP:Iteration 57Q (10407.704673 sec): 3 clusters Score: Raw -1013726.450527 + Penalty 2900.945479 = -1010825.505047 nChanged 6 SP:Iteration 58Q (10407.754281 sec): 3 clusters Score: Raw -1013728.063950 + Penalty 2900.945479 = -1010827.118471 nChanged 5 SP:Iteration 59Q (10407.813663 sec): 3 clusters Score: Raw -1013729.365924 + Penalty 2900.945479 = -1010828.420445 nChanged 5 SP:Iteration 60F (10407.874816 sec): 3 clusters Score: Raw -1013730.355576 + Penalty 2900.945479 = -1010829.410097 nChanged 4 SP:Iteration 61Q (10407.929123 sec): 3 clusters Score: Raw -1013731.186504 + Penalty 2900.945479 = -1010830.241025 nChanged 3 SP:Iteration 62Q (10407.984385 sec): 3 clusters Score: Raw -1013731.853897 + Penalty 2900.945479 = -1010830.908418 nChanged 4 SP:Iteration 63Q (10408.051691 sec): 3 clusters Score: Raw -1013732.767417 + Penalty 2900.945479 = -1010831.821938 nChanged 3 SP:Iteration 64Q (10408.096332 sec): 3 clusters Score: Raw -1013733.227039 + Penalty 2900.945479 = -1010832.281560 nChanged 1 SP:Iteration 65Q (10408.163395 sec): 3 clusters Score: Raw -1013733.551723 + Penalty 2900.945479 = -1010832.606244 nChanged 2 SP:Iteration 66Q (10408.222454 sec): 3 clusters Score: Raw -1013733.838488 + Penalty 2900.945479 = -1010832.893009 nChanged 2 SP:Iteration 67Q (10408.283410 sec): 3 clusters Score: Raw -1013734.381240 + Penalty 2900.945479 = -1010833.435761 nChanged 4 SP:Iteration 68Q (10408.347807 sec): 3 clusters Score: Raw -1013734.997378 + Penalty 2900.945479 = -1010834.051899 nChanged 5 SP:Iteration 69Q (10408.405890 sec): 3 clusters Score: Raw -1013735.822226 + Penalty 2900.945479 = -1010834.876747 nChanged 7 SP:Iteration 70Q (10408.466644 sec): 3 clusters Score: Raw -1013737.512259 + Penalty 2900.945479 = -1010836.566780 nChanged 6 SP:Iteration 71Q (10408.516341 sec): 3 clusters Score: Raw -1013738.641594 + Penalty 2900.945479 = -1010837.696114 nChanged 8 SP:Iteration 72Q (10408.585997 sec): 3 clusters Score: Raw -1013740.310536 + Penalty 2900.945479 = -1010839.365057 nChanged 6 SP:Iteration 73Q (10408.640622 sec): 3 clusters Score: Raw -1013742.238582 + Penalty 2900.945479 = -1010841.293103 nChanged 9 SP:Iteration 74Q (10408.694192 sec): 3 clusters Score: Raw -1013745.328351 + Penalty 2900.945479 = -1010844.382872 nChanged 13 SP:Iteration 75Q (10408.759425 sec): 3 clusters Score: Raw -1013750.441062 + Penalty 2900.945479 = -1010849.495583 nChanged 19 SP:Iteration 76Q (10408.821174 sec): 3 clusters Score: Raw -1013755.989792 + Penalty 2900.945479 = -1010855.044313 nChanged 17 SP:Iteration 77Q (10408.882882 sec): 3 clusters Score: Raw -1013759.807652 + Penalty 2900.945479 = -1010858.862173 nChanged 16 SP:Iteration 78Q (10408.932757 sec): 3 clusters Score: Raw -1013765.189202 + Penalty 2900.945479 = -1010864.243723 nChanged 24 SP:Iteration 79Q (10409.004628 sec): 3 clusters Score: Raw -1013772.049244 + Penalty 2900.945479 = -1010871.103765 nChanged 14 SP:Iteration 80F (10409.051032 sec): 3 clusters Score: Raw -1013775.229274 + Penalty 2900.945479 = -1010874.283795 nChanged 18 SP:Iteration 81Q (10409.121045 sec): 3 clusters Score: Raw -1013778.823738 + Penalty 2900.945479 = -1010877.878259 nChanged 11 SP:Iteration 82Q (10409.162263 sec): 3 clusters Score: Raw -1013781.726653 + Penalty 2900.945479 = -1010880.781174 nChanged 14 SP:Iteration 83Q (10409.233390 sec): 3 clusters Score: Raw -1013786.021867 + Penalty 2900.945479 = -1010885.076388 nChanged 15 SP:Iteration 84Q (10409.292716 sec): 3 clusters Score: Raw -1013790.418825 + Penalty 2900.945479 = -1010889.473346 nChanged 14 SP:Iteration 85Q (10409.343823 sec): 3 clusters Score: Raw -1013793.640578 + Penalty 2900.945479 = -1010892.695099 nChanged 9 SP:Iteration 86Q (10409.409459 sec): 3 clusters Score: Raw -1013795.362519 + Penalty 2900.945479 = -1010894.417040 nChanged 6 SP:Iteration 87Q (10409.463123 sec): 3 clusters Score: Raw -1013797.719499 + Penalty 2900.945479 = -1010896.774020 nChanged 5 SP:Iteration 88Q (10409.518231 sec): 3 clusters Score: Raw -1013798.763468 + Penalty 2900.945479 = -1010897.817989 nChanged 4 SP:Iteration 89Q (10409.563241 sec): 3 clusters Score: Raw -1013799.403731 + Penalty 2900.945479 = -1010898.458252 nChanged 3 SP:Iteration 90Q (10409.628801 sec): 3 clusters Score: Raw -1013800.031155 + Penalty 2900.945479 = -1010899.085676 nChanged 4 SP:Iteration 91Q (10409.676764 sec): 3 clusters Score: Raw -1013800.616948 + Penalty 2900.945479 = -1010899.671469 nChanged 2 SP:Iteration 92Q (10409.748171 sec): 3 clusters Score: Raw -1013801.221743 + Penalty 2900.945479 = -1010900.276263 nChanged 2 SP:Iteration 93Q (10409.796596 sec): 3 clusters Score: Raw -1013801.740591 + Penalty 2900.945479 = -1010900.795112 nChanged 3 SP:Iteration 94Q (10409.868313 sec): 3 clusters Score: Raw -1013802.473006 + Penalty 2900.945479 = -1010901.527527 nChanged 3 SP:Iteration 95Q (10409.929395 sec): 3 clusters Score: Raw -1013803.356289 + Penalty 2900.945479 = -1010902.410810 nChanged 3 SP:Iteration 96Q (10409.987975 sec): 3 clusters Score: Raw -1013804.359660 + Penalty 2900.945479 = -1010903.414181 nChanged 2 SP:Iteration 97Q (10410.042537 sec): 3 clusters Score: Raw -1013805.466180 + Penalty 2900.945479 = -1010904.520701 nChanged 7 SP:Iteration 98Q (10410.068828 sec): 3 clusters Score: Raw -1013807.620820 + Penalty 2900.945479 = -1010906.675341 nChanged 3 SP:Iteration 99Q (10410.091605 sec): 3 clusters Score: Raw -1013808.208391 + Penalty 2900.945479 = -1010907.262912 nChanged 2 SP:Iteration 100F (10410.116260 sec): 3 clusters Score: Raw -1013808.594485 + Penalty 2900.945479 = -1010907.649006 nChanged 2 SP:Iteration 101Q (10410.139500 sec): 3 clusters Score: Raw -1013808.994880 + Penalty 2900.945479 = -1010908.049401 nChanged 2 SP:Iteration 102Q (10410.162932 sec): 3 clusters Score: Raw -1013809.356146 + Penalty 2900.945479 = -1010908.410667 nChanged 0 SP:Iteration 103F (10410.187642 sec): 3 clusters Score: Raw -1013809.356146 + Penalty 2900.945479 = -1010908.410667 nChanged 0 Trying to split cluster 26 (6388 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10410.209523 sec): 2 clusters Score: Raw -862750.617128 + Penalty 1423.853683 = -861326.763445 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10410.232982 sec): 3 clusters Score: Raw -859327.553827 + Penalty 2847.707366 = -856479.846462 nChanged 2637 SP:Iteration 1F (10410.255831 sec): 3 clusters Score: Raw -860785.132163 + Penalty 2847.707366 = -857937.424798 nChanged 465 SP:Iteration 2F (10410.278654 sec): 3 clusters Score: Raw -861020.495527 + Penalty 2847.707366 = -858172.788161 nChanged 333 SP:Iteration 3F (10410.301416 sec): 3 clusters Score: Raw -861176.549560 + Penalty 2847.707366 = -858328.842194 nChanged 265 SP:Iteration 4Q (10410.324548 sec): 3 clusters Score: Raw -861290.056066 + Penalty 2847.707366 = -858442.348700 nChanged 233 SP:Iteration 5Q (10410.347510 sec): 3 clusters Score: Raw -861401.052591 + Penalty 2847.707366 = -858553.345225 nChanged 226 SP:Iteration 6Q (10410.370470 sec): 3 clusters Score: Raw -861517.749651 + Penalty 2847.707366 = -858670.042285 nChanged 222 SP:Iteration 7Q (10410.393790 sec): 3 clusters Score: Raw -861629.318998 + Penalty 2847.707366 = -858781.611632 nChanged 220 SP:Iteration 8Q (10410.416805 sec): 3 clusters Score: Raw -861762.082433 + Penalty 2847.707366 = -858914.375067 nChanged 239 SP:Iteration 9Q (10410.439649 sec): 3 clusters Score: Raw -861913.271140 + Penalty 2847.707366 = -859065.563775 nChanged 253 SP:Iteration 10Q (10410.462664 sec): 3 clusters Score: Raw -862076.633105 + Penalty 2847.707366 = -859228.925740 nChanged 247 SP:Iteration 11Q (10410.485573 sec): 3 clusters Score: Raw -862237.606679 + Penalty 2847.707366 = -859389.899313 nChanged 228 SP:Iteration 12Q (10410.508455 sec): 3 clusters Score: Raw -862394.448449 + Penalty 2847.707366 = -859546.741083 nChanged 198 SP:Iteration 13Q (10410.531279 sec): 3 clusters Score: Raw -862516.027943 + Penalty 2847.707366 = -859668.320577 nChanged 174 SP:Iteration 14Q (10410.553851 sec): 3 clusters Score: Raw -862618.623110 + Penalty 2847.707366 = -859770.915744 nChanged 157 SP:Iteration 15Q (10410.576363 sec): 3 clusters Score: Raw -862697.811455 + Penalty 2847.707366 = -859850.104090 nChanged 109 SP:Iteration 16Q (10410.599062 sec): 3 clusters Score: Raw -862741.191973 + Penalty 2847.707366 = -859893.484607 nChanged 77 SP:Iteration 17Q (10410.621471 sec): 3 clusters Score: Raw -862768.323252 + Penalty 2847.707366 = -859920.615886 nChanged 54 SP:Iteration 18Q (10410.643894 sec): 3 clusters Score: Raw -862784.059329 + Penalty 2847.707366 = -859936.351964 nChanged 38 SP:Iteration 19Q (10410.679266 sec): 3 clusters Score: Raw -862795.346455 + Penalty 2847.707366 = -859947.639090 nChanged 44 SP:Iteration 20F (10410.701833 sec): 3 clusters Score: Raw -862807.409763 + Penalty 2847.707366 = -859959.702397 nChanged 40 SP:Iteration 21Q (10410.724298 sec): 3 clusters Score: Raw -862821.081615 + Penalty 2847.707366 = -859973.374250 nChanged 33 SP:Iteration 22Q (10410.760332 sec): 3 clusters Score: Raw -862832.044650 + Penalty 2847.707366 = -859984.337285 nChanged 39 SP:Iteration 23Q (10410.781824 sec): 3 clusters Score: Raw -862843.448142 + Penalty 2847.707366 = -859995.740776 nChanged 38 SP:Iteration 24Q (10410.804215 sec): 3 clusters Score: Raw -862853.639380 + Penalty 2847.707366 = -860005.932014 nChanged 35 SP:Iteration 25Q (10410.838119 sec): 3 clusters Score: Raw -862868.013378 + Penalty 2847.707366 = -860020.306013 nChanged 44 SP:Iteration 26Q (10410.849313 sec): 3 clusters Score: Raw -862882.817844 + Penalty 2847.707366 = -860035.110478 nChanged 36 SP:Iteration 27Q (10410.871697 sec): 3 clusters Score: Raw -862891.618022 + Penalty 2847.707366 = -860043.910656 nChanged 25 SP:Iteration 28Q (10410.894083 sec): 3 clusters Score: Raw -862898.706560 + Penalty 2847.707366 = -860050.999194 nChanged 26 SP:Iteration 29Q (10410.916700 sec): 3 clusters Score: Raw -862907.341804 + Penalty 2847.707366 = -860059.634439 nChanged 25 SP:Iteration 30Q (10410.939062 sec): 3 clusters Score: Raw -862916.312910 + Penalty 2847.707366 = -860068.605545 nChanged 26 SP:Iteration 31Q (10410.961644 sec): 3 clusters Score: Raw -862925.544230 + Penalty 2847.707366 = -860077.836864 nChanged 25 SP:Iteration 32Q (10410.984323 sec): 3 clusters Score: Raw -862934.411607 + Penalty 2847.707366 = -860086.704241 nChanged 21 SP:Iteration 33Q (10411.006910 sec): 3 clusters Score: Raw -862940.623195 + Penalty 2847.707366 = -860092.915830 nChanged 19 SP:Iteration 34Q (10411.029200 sec): 3 clusters Score: Raw -862946.250154 + Penalty 2847.707366 = -860098.542789 nChanged 21 SP:Iteration 35Q (10411.051684 sec): 3 clusters Score: Raw -862953.291128 + Penalty 2847.707366 = -860105.583763 nChanged 29 SP:Iteration 36Q (10411.073894 sec): 3 clusters Score: Raw -862963.927384 + Penalty 2847.707366 = -860116.220018 nChanged 43 SP:Iteration 37Q (10411.096177 sec): 3 clusters Score: Raw -862982.240772 + Penalty 2847.707366 = -860134.533406 nChanged 50 SP:Iteration 38Q (10411.118736 sec): 3 clusters Score: Raw -863005.120358 + Penalty 2847.707366 = -860157.412992 nChanged 35 SP:Iteration 39Q (10411.140935 sec): 3 clusters Score: Raw -863020.384537 + Penalty 2847.707366 = -860172.677171 nChanged 30 SP:Iteration 40F (10411.163907 sec): 3 clusters Score: Raw -863034.675013 + Penalty 2847.707366 = -860186.967648 nChanged 34 SP:Iteration 41Q (10411.186152 sec): 3 clusters Score: Raw -863047.323097 + Penalty 2847.707366 = -860199.615732 nChanged 40 SP:Iteration 42Q (10411.208319 sec): 3 clusters Score: Raw -863061.639822 + Penalty 2847.707366 = -860213.932456 nChanged 34 SP:Iteration 43Q (10411.230413 sec): 3 clusters Score: Raw -863075.554717 + Penalty 2847.707366 = -860227.847351 nChanged 28 SP:Iteration 44Q (10411.252647 sec): 3 clusters Score: Raw -863086.842600 + Penalty 2847.707366 = -860239.135235 nChanged 25 SP:Iteration 45Q (10411.274837 sec): 3 clusters Score: Raw -863095.886237 + Penalty 2847.707366 = -860248.178871 nChanged 13 SP:Iteration 46Q (10411.296883 sec): 3 clusters Score: Raw -863100.235269 + Penalty 2847.707366 = -860252.527903 nChanged 16 SP:Iteration 47Q (10411.319011 sec): 3 clusters Score: Raw -863104.942139 + Penalty 2847.707366 = -860257.234774 nChanged 10 SP:Iteration 48Q (10411.340912 sec): 3 clusters Score: Raw -863108.560792 + Penalty 2847.707366 = -860260.853427 nChanged 9 SP:Iteration 49Q (10411.362738 sec): 3 clusters Score: Raw -863111.546419 + Penalty 2847.707366 = -860263.839054 nChanged 10 SP:Iteration 50Q (10411.384879 sec): 3 clusters Score: Raw -863114.187346 + Penalty 2847.707366 = -860266.479980 nChanged 11 SP:Iteration 51Q (10411.406741 sec): 3 clusters Score: Raw -863117.073976 + Penalty 2847.707366 = -860269.366611 nChanged 10 SP:Iteration 52Q (10411.453906 sec): 3 clusters Score: Raw -863120.150286 + Penalty 2847.707366 = -860272.442921 nChanged 12 SP:Iteration 53Q (10411.475516 sec): 3 clusters Score: Raw -863123.357336 + Penalty 2847.707366 = -860275.649971 nChanged 8 SP:Iteration 54Q (10411.497270 sec): 3 clusters Score: Raw -863124.843523 + Penalty 2847.707366 = -860277.136157 nChanged 1 SP:Iteration 55Q (10411.530959 sec): 3 clusters Score: Raw -863124.974875 + Penalty 2847.707366 = -860277.267509 nChanged 0 SP:Iteration 56F (10411.542552 sec): 3 clusters Score: Raw -863124.974875 + Penalty 2847.707366 = -860277.267509 nChanged 0 Trying to split cluster 27 (7404 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10411.589642 sec): 2 clusters Score: Raw -959191.511500 + Penalty 1447.838547 = -957743.672953 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10411.651740 sec): 3 clusters Score: Raw -955210.850976 + Penalty 2895.677094 = -952315.173882 nChanged 3110 SP:Iteration 1F (10411.701401 sec): 3 clusters Score: Raw -956914.630040 + Penalty 2895.677094 = -954018.952946 nChanged 529 SP:Iteration 2F (10411.755657 sec): 3 clusters Score: Raw -957255.763801 + Penalty 2895.677094 = -954360.086707 nChanged 510 SP:Iteration 3F (10411.816028 sec): 3 clusters Score: Raw -957655.204574 + Penalty 2895.677094 = -954759.527480 nChanged 505 SP:Iteration 4F (10411.876682 sec): 3 clusters Score: Raw -958136.164780 + Penalty 2895.677094 = -955240.487686 nChanged 519 SP:Iteration 5F (10411.933452 sec): 3 clusters Score: Raw -958572.261629 + Penalty 2895.677094 = -955676.584535 nChanged 492 SP:Iteration 6F (10412.001398 sec): 3 clusters Score: Raw -958998.132168 + Penalty 2895.677094 = -956102.455074 nChanged 442 SP:Iteration 7F (10412.047352 sec): 3 clusters Score: Raw -959368.579632 + Penalty 2895.677094 = -956472.902538 nChanged 357 SP:Iteration 8Q (10412.117343 sec): 3 clusters Score: Raw -959657.467825 + Penalty 2895.677094 = -956761.790731 nChanged 268 SP:Iteration 9Q (10412.180021 sec): 3 clusters Score: Raw -959838.559116 + Penalty 2895.677094 = -956942.882022 nChanged 171 SP:Iteration 10Q (10412.240780 sec): 3 clusters Score: Raw -959945.029259 + Penalty 2895.677094 = -957049.352165 nChanged 108 SP:Iteration 11Q (10412.291523 sec): 3 clusters Score: Raw -960011.915787 + Penalty 2895.677094 = -957116.238693 nChanged 76 SP:Iteration 12Q (10412.352174 sec): 3 clusters Score: Raw -960048.376343 + Penalty 2895.677094 = -957152.699249 nChanged 60 SP:Iteration 13Q (10412.422102 sec): 3 clusters Score: Raw -960072.360921 + Penalty 2895.677094 = -957176.683827 nChanged 46 SP:Iteration 14Q (10412.471124 sec): 3 clusters Score: Raw -960094.521161 + Penalty 2895.677094 = -957198.844067 nChanged 36 SP:Iteration 15Q (10412.539744 sec): 3 clusters Score: Raw -960110.321179 + Penalty 2895.677094 = -957214.644085 nChanged 40 SP:Iteration 16Q (10412.596306 sec): 3 clusters Score: Raw -960123.751491 + Penalty 2895.677094 = -957228.074397 nChanged 31 SP:Iteration 17Q (10412.641900 sec): 3 clusters Score: Raw -960135.362614 + Penalty 2895.677094 = -957239.685520 nChanged 30 SP:Iteration 18Q (10412.700232 sec): 3 clusters Score: Raw -960144.812731 + Penalty 2895.677094 = -957249.135637 nChanged 16 SP:Iteration 19Q (10412.762830 sec): 3 clusters Score: Raw -960148.380534 + Penalty 2895.677094 = -957252.703440 nChanged 8 SP:Iteration 20F (10412.824581 sec): 3 clusters Score: Raw -960150.040815 + Penalty 2895.677094 = -957254.363721 nChanged 5 SP:Iteration 21Q (10412.886265 sec): 3 clusters Score: Raw -960150.885563 + Penalty 2895.677094 = -957255.208469 nChanged 3 SP:Iteration 22Q (10412.958351 sec): 3 clusters Score: Raw -960151.570443 + Penalty 2895.677094 = -957255.893349 nChanged 3 SP:Iteration 23Q (10413.015734 sec): 3 clusters Score: Raw -960152.106983 + Penalty 2895.677094 = -957256.429889 nChanged 3 SP:Iteration 24Q (10413.069367 sec): 3 clusters Score: Raw -960152.454275 + Penalty 2895.677094 = -957256.777181 nChanged 3 SP:Iteration 25Q (10413.132435 sec): 3 clusters Score: Raw -960152.957327 + Penalty 2895.677094 = -957257.280233 nChanged 4 SP:Iteration 26Q (10413.189113 sec): 3 clusters Score: Raw -960153.923793 + Penalty 2895.677094 = -957258.246699 nChanged 2 SP:Iteration 27Q (10413.245529 sec): 3 clusters Score: Raw -960154.146523 + Penalty 2895.677094 = -957258.469429 nChanged 1 SP:Iteration 28Q (10413.315801 sec): 3 clusters Score: Raw -960154.313589 + Penalty 2895.677094 = -957258.636495 nChanged 1 SP:Iteration 29Q (10413.362477 sec): 3 clusters Score: Raw -960154.582854 + Penalty 2895.677094 = -957258.905760 nChanged 0 SP:Iteration 30F (10413.424128 sec): 3 clusters Score: Raw -960154.582854 + Penalty 2895.677094 = -957258.905760 nChanged 0 Trying to split cluster 28 (4797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10413.455123 sec): 2 clusters Score: Raw -649584.517750 + Penalty 1377.308725 = -648207.209025 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10413.505442 sec): 3 clusters Score: Raw -647081.745227 + Penalty 2754.617450 = -644327.127776 nChanged 1977 SP:Iteration 1F (10413.556321 sec): 3 clusters Score: Raw -648243.710564 + Penalty 2754.617450 = -645489.093114 nChanged 366 SP:Iteration 2F (10413.614407 sec): 3 clusters Score: Raw -648456.068500 + Penalty 2754.617450 = -645701.451049 nChanged 284 SP:Iteration 3F (10413.660489 sec): 3 clusters Score: Raw -648606.084530 + Penalty 2754.617450 = -645851.467080 nChanged 193 SP:Iteration 4Q (10413.728232 sec): 3 clusters Score: Raw -648713.435742 + Penalty 2754.617450 = -645958.818291 nChanged 196 SP:Iteration 5Q (10413.786950 sec): 3 clusters Score: Raw -648840.588881 + Penalty 2754.617450 = -646085.971431 nChanged 200 SP:Iteration 6Q (10413.831579 sec): 3 clusters Score: Raw -648986.116585 + Penalty 2754.617450 = -646231.499134 nChanged 189 SP:Iteration 7Q (10413.890490 sec): 3 clusters Score: Raw -649120.767078 + Penalty 2754.617450 = -646366.149627 nChanged 172 SP:Iteration 8Q (10413.939449 sec): 3 clusters Score: Raw -649232.996624 + Penalty 2754.617450 = -646478.379174 nChanged 149 SP:Iteration 9Q (10413.980442 sec): 3 clusters Score: Raw -649336.736045 + Penalty 2754.617450 = -646582.118595 nChanged 131 SP:Iteration 10Q (10414.035479 sec): 3 clusters Score: Raw -649417.322175 + Penalty 2754.617450 = -646662.704724 nChanged 110 SP:Iteration 11Q (10414.081350 sec): 3 clusters Score: Raw -649490.545550 + Penalty 2754.617450 = -646735.928100 nChanged 91 SP:Iteration 12Q (10414.140583 sec): 3 clusters Score: Raw -649556.056074 + Penalty 2754.617450 = -646801.438624 nChanged 88 SP:Iteration 13Q (10414.197026 sec): 3 clusters Score: Raw -649624.572620 + Penalty 2754.617450 = -646869.955170 nChanged 89 SP:Iteration 14Q (10414.249005 sec): 3 clusters Score: Raw -649712.835794 + Penalty 2754.617450 = -646958.218344 nChanged 97 SP:Iteration 15Q (10414.305240 sec): 3 clusters Score: Raw -649807.829959 + Penalty 2754.617450 = -647053.212509 nChanged 69 SP:Iteration 16Q (10414.358492 sec): 3 clusters Score: Raw -649863.906838 + Penalty 2754.617450 = -647109.289388 nChanged 41 SP:Iteration 17Q (10414.412811 sec): 3 clusters Score: Raw -649892.162192 + Penalty 2754.617450 = -647137.544741 nChanged 31 SP:Iteration 18Q (10414.463179 sec): 3 clusters Score: Raw -649915.928546 + Penalty 2754.617450 = -647161.311095 nChanged 15 SP:Iteration 19Q (10414.509051 sec): 3 clusters Score: Raw -649925.752959 + Penalty 2754.617450 = -647171.135508 nChanged 16 SP:Iteration 20F (10414.559787 sec): 3 clusters Score: Raw -649934.067068 + Penalty 2754.617450 = -647179.449618 nChanged 8 SP:Iteration 21Q (10414.622951 sec): 3 clusters Score: Raw -649937.039294 + Penalty 2754.617450 = -647182.421843 nChanged 3 SP:Iteration 22Q (10414.684397 sec): 3 clusters Score: Raw -649937.593595 + Penalty 2754.617450 = -647182.976145 nChanged 1 SP:Iteration 23Q (10414.729318 sec): 3 clusters Score: Raw -649938.080538 + Penalty 2754.617450 = -647183.463088 nChanged 0 SP:Iteration 24F (10414.792917 sec): 3 clusters Score: Raw -649938.080538 + Penalty 2754.617450 = -647183.463088 nChanged 0 Trying to split cluster 29 (938 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10414.807854 sec): 2 clusters Score: Raw -118436.086683 + Penalty 1112.109367 = -117323.977316 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10414.859609 sec): 3 clusters Score: Raw -118170.962174 + Penalty 2224.218733 = -115946.743441 nChanged 288 SP:Iteration 1F (10414.903480 sec): 3 clusters Score: Raw -118473.223318 + Penalty 2224.218733 = -116249.004584 nChanged 83 SP:Iteration 2F (10414.965798 sec): 3 clusters Score: Raw -118575.304298 + Penalty 2224.218733 = -116351.085564 nChanged 50 SP:Iteration 3F (10415.004648 sec): 3 clusters Score: Raw -118628.186061 + Penalty 2224.218733 = -116403.967328 nChanged 35 SP:Iteration 4Q (10415.055673 sec): 3 clusters Score: Raw -118666.279871 + Penalty 2224.218733 = -116442.061138 nChanged 23 SP:Iteration 5Q (10415.106004 sec): 3 clusters Score: Raw -118688.494692 + Penalty 2224.218733 = -116464.275958 nChanged 21 SP:Iteration 6Q (10415.149151 sec): 3 clusters Score: Raw -118709.777063 + Penalty 2224.218733 = -116485.558330 nChanged 17 SP:Iteration 7Q (10415.199612 sec): 3 clusters Score: Raw -118728.747427 + Penalty 2224.218733 = -116504.528694 nChanged 19 SP:Iteration 8Q (10415.250634 sec): 3 clusters Score: Raw -118748.740080 + Penalty 2224.218733 = -116524.521346 nChanged 14 SP:Iteration 9Q (10415.300646 sec): 3 clusters Score: Raw -118761.566232 + Penalty 2224.218733 = -116537.347498 nChanged 14 SP:Iteration 10Q (10415.362906 sec): 3 clusters Score: Raw -118772.945661 + Penalty 2224.218733 = -116548.726928 nChanged 9 SP:Iteration 11Q (10415.394767 sec): 3 clusters Score: Raw -118779.308326 + Penalty 2224.218733 = -116555.089593 nChanged 10 SP:Iteration 12Q (10415.445088 sec): 3 clusters Score: Raw -118786.436754 + Penalty 2224.218733 = -116562.218021 nChanged 9 SP:Iteration 13Q (10415.495379 sec): 3 clusters Score: Raw -118794.427969 + Penalty 2224.218733 = -116570.209236 nChanged 9 SP:Iteration 14Q (10415.545743 sec): 3 clusters Score: Raw -118801.119300 + Penalty 2224.218733 = -116576.900566 nChanged 12 SP:Iteration 15Q (10415.587747 sec): 3 clusters Score: Raw -118819.968111 + Penalty 2224.218733 = -116595.749377 nChanged 16 SP:Iteration 16Q (10415.638082 sec): 3 clusters Score: Raw -118840.830901 + Penalty 2224.218733 = -116616.612168 nChanged 17 SP:Iteration 17Q (10415.688571 sec): 3 clusters Score: Raw -118862.188196 + Penalty 2224.218733 = -116637.969462 nChanged 12 SP:Iteration 18Q (10415.729487 sec): 3 clusters Score: Raw -118871.757985 + Penalty 2224.218733 = -116647.539251 nChanged 4 SP:Iteration 19Q (10415.779817 sec): 3 clusters Score: Raw -118874.949686 + Penalty 2224.218733 = -116650.730952 nChanged 4 SP:Iteration 20F (10415.825163 sec): 3 clusters Score: Raw -118879.473453 + Penalty 2224.218733 = -116655.254720 nChanged 3 SP:Iteration 21Q (10415.875469 sec): 3 clusters Score: Raw -118881.756848 + Penalty 2224.218733 = -116657.538114 nChanged 0 SP:Iteration 22F (10415.925834 sec): 3 clusters Score: Raw -118881.756848 + Penalty 2224.218733 = -116657.538114 nChanged 0 Trying to split cluster 30 (12273 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10415.977319 sec): 2 clusters Score: Raw -1654265.375366 + Penalty 1529.963014 = -1652735.412352 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10416.035968 sec): 3 clusters Score: Raw -1647189.460857 + Penalty 3059.926027 = -1644129.534830 nChanged 5416 SP:Iteration 1F (10416.094595 sec): 3 clusters Score: Raw -1650114.158945 + Penalty 3059.926027 = -1647054.232917 nChanged 694 SP:Iteration 2F (10416.150720 sec): 3 clusters Score: Raw -1650415.350238 + Penalty 3059.926027 = -1647355.424211 nChanged 624 SP:Iteration 3F (10416.218387 sec): 3 clusters Score: Raw -1650729.233168 + Penalty 3059.926027 = -1647669.307141 nChanged 640 SP:Iteration 4F (10416.286019 sec): 3 clusters Score: Raw -1651075.514516 + Penalty 3059.926027 = -1648015.588489 nChanged 688 SP:Iteration 5F (10416.353734 sec): 3 clusters Score: Raw -1651494.190076 + Penalty 3059.926027 = -1648434.264049 nChanged 726 SP:Iteration 6F (10416.421421 sec): 3 clusters Score: Raw -1651976.529246 + Penalty 3059.926027 = -1648916.603218 nChanged 771 SP:Iteration 7F (10416.489207 sec): 3 clusters Score: Raw -1652532.601763 + Penalty 3059.926027 = -1649472.675736 nChanged 733 SP:Iteration 8F (10416.556869 sec): 3 clusters Score: Raw -1653119.484938 + Penalty 3059.926027 = -1650059.558911 nChanged 640 SP:Iteration 9F (10416.624476 sec): 3 clusters Score: Raw -1653704.257817 + Penalty 3059.926027 = -1650644.331790 nChanged 468 SP:Iteration 10Q (10416.692695 sec): 3 clusters Score: Raw -1654062.822068 + Penalty 3059.926027 = -1651002.896041 nChanged 311 SP:Iteration 11Q (10416.763305 sec): 3 clusters Score: Raw -1654224.160009 + Penalty 3059.926027 = -1651164.233982 nChanged 178 SP:Iteration 12Q (10416.823357 sec): 3 clusters Score: Raw -1654301.322696 + Penalty 3059.926027 = -1651241.396669 nChanged 138 SP:Iteration 13Q (10416.889009 sec): 3 clusters Score: Raw -1654357.360285 + Penalty 3059.926027 = -1651297.434258 nChanged 120 SP:Iteration 14Q (10416.954894 sec): 3 clusters Score: Raw -1654398.863161 + Penalty 3059.926027 = -1651338.937133 nChanged 101 SP:Iteration 15Q (10417.020998 sec): 3 clusters Score: Raw -1654429.226805 + Penalty 3059.926027 = -1651369.300777 nChanged 76 SP:Iteration 16Q (10417.086835 sec): 3 clusters Score: Raw -1654450.629861 + Penalty 3059.926027 = -1651390.703834 nChanged 54 SP:Iteration 17Q (10417.150440 sec): 3 clusters Score: Raw -1654465.268269 + Penalty 3059.926027 = -1651405.342242 nChanged 42 SP:Iteration 18Q (10417.215914 sec): 3 clusters Score: Raw -1654475.142169 + Penalty 3059.926027 = -1651415.216142 nChanged 40 SP:Iteration 19Q (10417.280542 sec): 3 clusters Score: Raw -1654484.831723 + Penalty 3059.926027 = -1651424.905696 nChanged 43 SP:Iteration 20F (10417.345821 sec): 3 clusters Score: Raw -1654493.109216 + Penalty 3059.926027 = -1651433.183189 nChanged 36 SP:Iteration 21Q (10417.400605 sec): 3 clusters Score: Raw -1654499.037656 + Penalty 3059.926027 = -1651439.111629 nChanged 26 SP:Iteration 22Q (10417.455269 sec): 3 clusters Score: Raw -1654502.546502 + Penalty 3059.926027 = -1651442.620475 nChanged 19 SP:Iteration 23Q (10417.521412 sec): 3 clusters Score: Raw -1654504.680567 + Penalty 3059.926027 = -1651444.754540 nChanged 17 SP:Iteration 24Q (10417.589350 sec): 3 clusters Score: Raw -1654506.887703 + Penalty 3059.926027 = -1651446.961676 nChanged 13 SP:Iteration 25Q (10417.654094 sec): 3 clusters Score: Raw -1654508.796009 + Penalty 3059.926027 = -1651448.869982 nChanged 14 SP:Iteration 26Q (10417.726515 sec): 3 clusters Score: Raw -1654510.782306 + Penalty 3059.926027 = -1651450.856279 nChanged 13 SP:Iteration 27Q (10417.790356 sec): 3 clusters Score: Raw -1654512.716825 + Penalty 3059.926027 = -1651452.790798 nChanged 15 SP:Iteration 28Q (10417.851595 sec): 3 clusters Score: Raw -1654514.974822 + Penalty 3059.926027 = -1651455.048795 nChanged 12 SP:Iteration 29Q (10417.921124 sec): 3 clusters Score: Raw -1654516.907827 + Penalty 3059.926027 = -1651456.981800 nChanged 9 SP:Iteration 30Q (10417.996861 sec): 3 clusters Score: Raw -1654518.009357 + Penalty 3059.926027 = -1651458.083330 nChanged 7 SP:Iteration 31Q (10418.058533 sec): 3 clusters Score: Raw -1654518.922183 + Penalty 3059.926027 = -1651458.996156 nChanged 5 SP:Iteration 32Q (10418.127336 sec): 3 clusters Score: Raw -1654519.470786 + Penalty 3059.926027 = -1651459.544759 nChanged 4 SP:Iteration 33Q (10418.190220 sec): 3 clusters Score: Raw -1654519.775153 + Penalty 3059.926027 = -1651459.849125 nChanged 3 SP:Iteration 34Q (10418.250030 sec): 3 clusters Score: Raw -1654520.241794 + Penalty 3059.926027 = -1651460.315767 nChanged 6 SP:Iteration 35Q (10418.316934 sec): 3 clusters Score: Raw -1654520.861457 + Penalty 3059.926027 = -1651460.935430 nChanged 7 SP:Iteration 36Q (10418.383757 sec): 3 clusters Score: Raw -1654521.859862 + Penalty 3059.926027 = -1651461.933835 nChanged 7 SP:Iteration 37Q (10418.452658 sec): 3 clusters Score: Raw -1654522.519546 + Penalty 3059.926027 = -1651462.593519 nChanged 7 SP:Iteration 38Q (10418.514559 sec): 3 clusters Score: Raw -1654523.613566 + Penalty 3059.926027 = -1651463.687539 nChanged 7 SP:Iteration 39Q (10418.583629 sec): 3 clusters Score: Raw -1654524.545660 + Penalty 3059.926027 = -1651464.619633 nChanged 7 SP:Iteration 40F (10418.649712 sec): 3 clusters Score: Raw -1654525.802855 + Penalty 3059.926027 = -1651465.876828 nChanged 12 SP:Iteration 41Q (10418.719495 sec): 3 clusters Score: Raw -1654527.216929 + Penalty 3059.926027 = -1651467.290901 nChanged 8 SP:Iteration 42Q (10418.780468 sec): 3 clusters Score: Raw -1654527.961090 + Penalty 3059.926027 = -1651468.035063 nChanged 4 SP:Iteration 43Q (10418.845018 sec): 3 clusters Score: Raw -1654528.467052 + Penalty 3059.926027 = -1651468.541024 nChanged 7 SP:Iteration 44Q (10418.908502 sec): 3 clusters Score: Raw -1654529.128659 + Penalty 3059.926027 = -1651469.202632 nChanged 3 SP:Iteration 45Q (10418.973488 sec): 3 clusters Score: Raw -1654529.672777 + Penalty 3059.926027 = -1651469.746750 nChanged 7 SP:Iteration 46Q (10419.031080 sec): 3 clusters Score: Raw -1654530.170889 + Penalty 3059.926027 = -1651470.244862 nChanged 7 SP:Iteration 47Q (10419.096571 sec): 3 clusters Score: Raw -1654530.804467 + Penalty 3059.926027 = -1651470.878440 nChanged 6 SP:Iteration 48Q (10419.161981 sec): 3 clusters Score: Raw -1654531.872508 + Penalty 3059.926027 = -1651471.946481 nChanged 9 SP:Iteration 49Q (10419.222585 sec): 3 clusters Score: Raw -1654533.543341 + Penalty 3059.926027 = -1651473.617314 nChanged 10 SP:Iteration 50Q (10419.293651 sec): 3 clusters Score: Raw -1654534.840166 + Penalty 3059.926027 = -1651474.914139 nChanged 9 SP:Iteration 51Q (10419.349197 sec): 3 clusters Score: Raw -1654535.583281 + Penalty 3059.926027 = -1651475.657254 nChanged 7 SP:Iteration 52Q (10419.414367 sec): 3 clusters Score: Raw -1654536.277974 + Penalty 3059.926027 = -1651476.351947 nChanged 7 SP:Iteration 53Q (10419.480059 sec): 3 clusters Score: Raw -1654537.025955 + Penalty 3059.926027 = -1651477.099928 nChanged 4 SP:Iteration 54Q (10419.537110 sec): 3 clusters Score: Raw -1654537.411006 + Penalty 3059.926027 = -1651477.484978 nChanged 4 SP:Iteration 55Q (10419.598695 sec): 3 clusters Score: Raw -1654537.729616 + Penalty 3059.926027 = -1651477.803589 nChanged 5 SP:Iteration 56Q (10419.664158 sec): 3 clusters Score: Raw -1654538.494117 + Penalty 3059.926027 = -1651478.568090 nChanged 3 SP:Iteration 57Q (10419.723519 sec): 3 clusters Score: Raw -1654539.012812 + Penalty 3059.926027 = -1651479.086785 nChanged 7 SP:Iteration 58Q (10419.781121 sec): 3 clusters Score: Raw -1654539.804462 + Penalty 3059.926027 = -1651479.878435 nChanged 3 SP:Iteration 59Q (10419.847324 sec): 3 clusters Score: Raw -1654540.068099 + Penalty 3059.926027 = -1651480.142072 nChanged 3 SP:Iteration 60F (10419.914184 sec): 3 clusters Score: Raw -1654540.541573 + Penalty 3059.926027 = -1651480.615546 nChanged 4 SP:Iteration 61Q (10419.972050 sec): 3 clusters Score: Raw -1654540.959677 + Penalty 3059.926027 = -1651481.033649 nChanged 3 SP:Iteration 62Q (10420.042887 sec): 3 clusters Score: Raw -1654541.302717 + Penalty 3059.926027 = -1651481.376690 nChanged 4 SP:Iteration 63Q (10420.102543 sec): 3 clusters Score: Raw -1654541.789608 + Penalty 3059.926027 = -1651481.863581 nChanged 7 SP:Iteration 64Q (10420.167732 sec): 3 clusters Score: Raw -1654542.796138 + Penalty 3059.926027 = -1651482.870111 nChanged 9 SP:Iteration 65Q (10420.233170 sec): 3 clusters Score: Raw -1654544.158535 + Penalty 3059.926027 = -1651484.232508 nChanged 14 SP:Iteration 66Q (10420.298771 sec): 3 clusters Score: Raw -1654546.129597 + Penalty 3059.926027 = -1651486.203570 nChanged 11 SP:Iteration 67Q (10420.364177 sec): 3 clusters Score: Raw -1654547.634184 + Penalty 3059.926027 = -1651487.708157 nChanged 15 SP:Iteration 68Q (10420.420813 sec): 3 clusters Score: Raw -1654550.059272 + Penalty 3059.926027 = -1651490.133245 nChanged 15 SP:Iteration 69Q (10420.485445 sec): 3 clusters Score: Raw -1654552.433813 + Penalty 3059.926027 = -1651492.507786 nChanged 10 SP:Iteration 70Q (10420.536913 sec): 3 clusters Score: Raw -1654554.021096 + Penalty 3059.926027 = -1651494.095069 nChanged 12 SP:Iteration 71Q (10420.594104 sec): 3 clusters Score: Raw -1654556.246323 + Penalty 3059.926027 = -1651496.320296 nChanged 17 SP:Iteration 72Q (10420.659932 sec): 3 clusters Score: Raw -1654558.749444 + Penalty 3059.926027 = -1651498.823417 nChanged 15 SP:Iteration 73Q (10420.725556 sec): 3 clusters Score: Raw -1654561.212208 + Penalty 3059.926027 = -1651501.286181 nChanged 17 SP:Iteration 74Q (10420.792076 sec): 3 clusters Score: Raw -1654564.397607 + Penalty 3059.926027 = -1651504.471580 nChanged 16 SP:Iteration 75Q (10420.849758 sec): 3 clusters Score: Raw -1654566.935673 + Penalty 3059.926027 = -1651507.009646 nChanged 12 SP:Iteration 76Q (10420.915378 sec): 3 clusters Score: Raw -1654568.690925 + Penalty 3059.926027 = -1651508.764898 nChanged 10 SP:Iteration 77Q (10420.980433 sec): 3 clusters Score: Raw -1654570.082944 + Penalty 3059.926027 = -1651510.156916 nChanged 9 SP:Iteration 78Q (10421.046382 sec): 3 clusters Score: Raw -1654571.613245 + Penalty 3059.926027 = -1651511.687218 nChanged 13 SP:Iteration 79Q (10421.111563 sec): 3 clusters Score: Raw -1654573.494028 + Penalty 3059.926027 = -1651513.568001 nChanged 10 SP:Iteration 80F (10421.178760 sec): 3 clusters Score: Raw -1654574.332750 + Penalty 3059.926027 = -1651514.406723 nChanged 6 SP:Iteration 81Q (10421.243570 sec): 3 clusters Score: Raw -1654574.789412 + Penalty 3059.926027 = -1651514.863385 nChanged 7 SP:Iteration 82Q (10421.301075 sec): 3 clusters Score: Raw -1654575.638932 + Penalty 3059.926027 = -1651515.712905 nChanged 9 SP:Iteration 83Q (10421.366665 sec): 3 clusters Score: Raw -1654576.594901 + Penalty 3059.926027 = -1651516.668874 nChanged 7 SP:Iteration 84Q (10421.425843 sec): 3 clusters Score: Raw -1654577.311388 + Penalty 3059.926027 = -1651517.385361 nChanged 4 SP:Iteration 85Q (10421.484139 sec): 3 clusters Score: Raw -1654577.574267 + Penalty 3059.926027 = -1651517.648240 nChanged 4 SP:Iteration 86Q (10421.549437 sec): 3 clusters Score: Raw -1654577.962778 + Penalty 3059.926027 = -1651518.036751 nChanged 6 SP:Iteration 87Q (10421.604777 sec): 3 clusters Score: Raw -1654578.667287 + Penalty 3059.926027 = -1651518.741260 nChanged 7 SP:Iteration 88Q (10421.670118 sec): 3 clusters Score: Raw -1654579.578473 + Penalty 3059.926027 = -1651519.652445 nChanged 3 SP:Iteration 89Q (10421.735091 sec): 3 clusters Score: Raw -1654580.295061 + Penalty 3059.926027 = -1651520.369034 nChanged 7 SP:Iteration 90Q (10421.800450 sec): 3 clusters Score: Raw -1654581.342077 + Penalty 3059.926027 = -1651521.416050 nChanged 7 SP:Iteration 91Q (10421.857919 sec): 3 clusters Score: Raw -1654582.393167 + Penalty 3059.926027 = -1651522.467140 nChanged 4 SP:Iteration 92Q (10421.922898 sec): 3 clusters Score: Raw -1654582.982082 + Penalty 3059.926027 = -1651523.056055 nChanged 6 SP:Iteration 93Q (10421.984106 sec): 3 clusters Score: Raw -1654583.815097 + Penalty 3059.926027 = -1651523.889070 nChanged 6 SP:Iteration 94Q (10422.039024 sec): 3 clusters Score: Raw -1654584.384628 + Penalty 3059.926027 = -1651524.458601 nChanged 6 SP:Iteration 95Q (10422.103280 sec): 3 clusters Score: Raw -1654585.130930 + Penalty 3059.926027 = -1651525.204903 nChanged 4 SP:Iteration 96Q (10422.166304 sec): 3 clusters Score: Raw -1654585.568469 + Penalty 3059.926027 = -1651525.642442 nChanged 2 SP:Iteration 97Q (10422.241661 sec): 3 clusters Score: Raw -1654585.759652 + Penalty 3059.926027 = -1651525.833625 nChanged 1 SP:Iteration 98Q (10422.295620 sec): 3 clusters Score: Raw -1654586.004584 + Penalty 3059.926027 = -1651526.078557 nChanged 1 SP:Iteration 99Q (10422.360949 sec): 3 clusters Score: Raw -1654586.107921 + Penalty 3059.926027 = -1651526.181894 nChanged 4 SP:Iteration 100F (10422.417803 sec): 3 clusters Score: Raw -1654586.498778 + Penalty 3059.926027 = -1651526.572751 nChanged 4 SP:Iteration 101Q (10422.483110 sec): 3 clusters Score: Raw -1654586.841746 + Penalty 3059.926027 = -1651526.915719 nChanged 2 SP:Iteration 102Q (10422.547820 sec): 3 clusters Score: Raw -1654587.249474 + Penalty 3059.926027 = -1651527.323447 nChanged 5 SP:Iteration 103Q (10422.612863 sec): 3 clusters Score: Raw -1654588.031459 + Penalty 3059.926027 = -1651528.105432 nChanged 5 SP:Iteration 104Q (10422.688195 sec): 3 clusters Score: Raw -1654588.797688 + Penalty 3059.926027 = -1651528.871661 nChanged 1 SP:Iteration 105Q (10422.735897 sec): 3 clusters Score: Raw -1654588.933726 + Penalty 3059.926027 = -1651529.007699 nChanged 1 SP:Iteration 106Q (10422.793610 sec): 3 clusters Score: Raw -1654588.971637 + Penalty 3059.926027 = -1651529.045610 nChanged 2 SP:Iteration 107Q (10422.858840 sec): 3 clusters Score: Raw -1654589.248800 + Penalty 3059.926027 = -1651529.322772 nChanged 1 SP:Iteration 108Q (10422.925224 sec): 3 clusters Score: Raw -1654589.423593 + Penalty 3059.926027 = -1651529.497566 nChanged 3 SP:Iteration 109Q (10422.984102 sec): 3 clusters Score: Raw -1654589.583869 + Penalty 3059.926027 = -1651529.657842 nChanged 2 SP:Iteration 110Q (10423.052343 sec): 3 clusters Score: Raw -1654589.838103 + Penalty 3059.926027 = -1651529.912076 nChanged 2 SP:Iteration 111Q (10423.103882 sec): 3 clusters Score: Raw -1654590.139109 + Penalty 3059.926027 = -1651530.213082 nChanged 1 SP:Iteration 112Q (10423.161714 sec): 3 clusters Score: Raw -1654590.221517 + Penalty 3059.926027 = -1651530.295490 nChanged 1 SP:Iteration 113Q (10423.227319 sec): 3 clusters Score: Raw -1654590.270492 + Penalty 3059.926027 = -1651530.344465 nChanged 1 SP:Iteration 114Q (10423.292302 sec): 3 clusters Score: Raw -1654590.340800 + Penalty 3059.926027 = -1651530.414773 nChanged 1 SP:Iteration 115Q (10423.351556 sec): 3 clusters Score: Raw -1654590.435503 + Penalty 3059.926027 = -1651530.509476 nChanged 1 SP:Iteration 116Q (10423.416212 sec): 3 clusters Score: Raw -1654590.630525 + Penalty 3059.926027 = -1651530.704497 nChanged 2 SP:Iteration 117Q (10423.481645 sec): 3 clusters Score: Raw -1654590.972044 + Penalty 3059.926027 = -1651531.046017 nChanged 1 SP:Iteration 118Q (10423.547721 sec): 3 clusters Score: Raw -1654591.084317 + Penalty 3059.926027 = -1651531.158290 nChanged 0 SP:Iteration 119F (10423.614961 sec): 3 clusters Score: Raw -1654591.084317 + Penalty 3059.926027 = -1651531.158290 nChanged 0 Trying to split cluster 31 (15601 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10423.656612 sec): 2 clusters Score: Raw -2077928.451559 + Penalty 1568.952173 = -2076359.499386 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10423.730059 sec): 3 clusters Score: Raw -2068767.700336 + Penalty 3137.904345 = -2065629.795991 nChanged 6941 SP:Iteration 1F (10423.800984 sec): 3 clusters Score: Raw -2072693.297560 + Penalty 3137.904345 = -2069555.393214 nChanged 1015 SP:Iteration 2F (10423.865465 sec): 3 clusters Score: Raw -2073358.182814 + Penalty 3137.904345 = -2070220.278469 nChanged 1095 SP:Iteration 3F (10423.939144 sec): 3 clusters Score: Raw -2074272.858032 + Penalty 3137.904345 = -2071134.953687 nChanged 1256 SP:Iteration 4F (10424.001373 sec): 3 clusters Score: Raw -2075382.700173 + Penalty 3137.904345 = -2072244.795828 nChanged 1325 SP:Iteration 5F (10424.073672 sec): 3 clusters Score: Raw -2076545.570940 + Penalty 3137.904345 = -2073407.666595 nChanged 1155 SP:Iteration 6F (10424.144647 sec): 3 clusters Score: Raw -2077408.410089 + Penalty 3137.904345 = -2074270.505743 nChanged 855 SP:Iteration 7F (10424.217766 sec): 3 clusters Score: Raw -2077938.279420 + Penalty 3137.904345 = -2074800.375074 nChanged 608 SP:Iteration 8Q (10424.282998 sec): 3 clusters Score: Raw -2078262.858889 + Penalty 3137.904345 = -2075124.954544 nChanged 434 SP:Iteration 9Q (10424.355107 sec): 3 clusters Score: Raw -2078461.145043 + Penalty 3137.904345 = -2075323.240698 nChanged 276 SP:Iteration 10Q (10424.423180 sec): 3 clusters Score: Raw -2078574.762804 + Penalty 3137.904345 = -2075436.858458 nChanged 221 SP:Iteration 11Q (10424.496427 sec): 3 clusters Score: Raw -2078662.089592 + Penalty 3137.904345 = -2075524.185246 nChanged 186 SP:Iteration 12Q (10424.568429 sec): 3 clusters Score: Raw -2078726.709566 + Penalty 3137.904345 = -2075588.805220 nChanged 144 SP:Iteration 13Q (10424.634604 sec): 3 clusters Score: Raw -2078770.939101 + Penalty 3137.904345 = -2075633.034755 nChanged 121 SP:Iteration 14Q (10424.697788 sec): 3 clusters Score: Raw -2078812.621179 + Penalty 3137.904345 = -2075674.716833 nChanged 124 SP:Iteration 15Q (10424.762102 sec): 3 clusters Score: Raw -2078848.472787 + Penalty 3137.904345 = -2075710.568441 nChanged 108 SP:Iteration 16Q (10424.836314 sec): 3 clusters Score: Raw -2078881.358931 + Penalty 3137.904345 = -2075743.454586 nChanged 101 SP:Iteration 17Q (10424.908873 sec): 3 clusters Score: Raw -2078908.476645 + Penalty 3137.904345 = -2075770.572299 nChanged 105 SP:Iteration 18Q (10424.980962 sec): 3 clusters Score: Raw -2078933.271739 + Penalty 3137.904345 = -2075795.367394 nChanged 98 SP:Iteration 19Q (10425.053009 sec): 3 clusters Score: Raw -2078954.099982 + Penalty 3137.904345 = -2075816.195636 nChanged 70 SP:Iteration 20F (10425.124908 sec): 3 clusters Score: Raw -2078967.919330 + Penalty 3137.904345 = -2075830.014984 nChanged 48 SP:Iteration 21Q (10425.196947 sec): 3 clusters Score: Raw -2078975.432419 + Penalty 3137.904345 = -2075837.528073 nChanged 56 SP:Iteration 22Q (10425.274222 sec): 3 clusters Score: Raw -2078986.010922 + Penalty 3137.904345 = -2075848.106576 nChanged 54 SP:Iteration 23Q (10425.336531 sec): 3 clusters Score: Raw -2078994.265738 + Penalty 3137.904345 = -2075856.361392 nChanged 45 SP:Iteration 24Q (10425.404508 sec): 3 clusters Score: Raw -2079000.325738 + Penalty 3137.904345 = -2075862.421393 nChanged 39 SP:Iteration 25Q (10425.467503 sec): 3 clusters Score: Raw -2079006.448012 + Penalty 3137.904345 = -2075868.543666 nChanged 41 SP:Iteration 26Q (10425.531915 sec): 3 clusters Score: Raw -2079012.470558 + Penalty 3137.904345 = -2075874.566213 nChanged 40 SP:Iteration 27Q (10425.596244 sec): 3 clusters Score: Raw -2079019.749784 + Penalty 3137.904345 = -2075881.845438 nChanged 43 SP:Iteration 28Q (10425.669530 sec): 3 clusters Score: Raw -2079027.216763 + Penalty 3137.904345 = -2075889.312417 nChanged 48 SP:Iteration 29Q (10425.741093 sec): 3 clusters Score: Raw -2079035.256832 + Penalty 3137.904345 = -2075897.352486 nChanged 41 SP:Iteration 30Q (10425.806938 sec): 3 clusters Score: Raw -2079041.823241 + Penalty 3137.904345 = -2075903.918895 nChanged 37 SP:Iteration 31Q (10425.869555 sec): 3 clusters Score: Raw -2079048.774944 + Penalty 3137.904345 = -2075910.870598 nChanged 37 SP:Iteration 32Q (10425.942204 sec): 3 clusters Score: Raw -2079055.367699 + Penalty 3137.904345 = -2075917.463354 nChanged 30 SP:Iteration 33Q (10426.015037 sec): 3 clusters Score: Raw -2079060.472107 + Penalty 3137.904345 = -2075922.567761 nChanged 34 SP:Iteration 34Q (10426.076051 sec): 3 clusters Score: Raw -2079066.911413 + Penalty 3137.904345 = -2075929.007067 nChanged 38 SP:Iteration 35Q (10426.147504 sec): 3 clusters Score: Raw -2079073.636684 + Penalty 3137.904345 = -2075935.732338 nChanged 37 SP:Iteration 36Q (10426.218783 sec): 3 clusters Score: Raw -2079080.600452 + Penalty 3137.904345 = -2075942.696107 nChanged 48 SP:Iteration 37Q (10426.290701 sec): 3 clusters Score: Raw -2079091.668115 + Penalty 3137.904345 = -2075953.763769 nChanged 45 SP:Iteration 38Q (10426.354784 sec): 3 clusters Score: Raw -2079100.877398 + Penalty 3137.904345 = -2075962.973053 nChanged 46 SP:Iteration 39Q (10426.417831 sec): 3 clusters Score: Raw -2079113.107906 + Penalty 3137.904345 = -2075975.203560 nChanged 48 SP:Iteration 40F (10426.481315 sec): 3 clusters Score: Raw -2079126.582742 + Penalty 3137.904345 = -2075988.678396 nChanged 51 SP:Iteration 41Q (10426.544755 sec): 3 clusters Score: Raw -2079139.770396 + Penalty 3137.904345 = -2076001.866050 nChanged 55 SP:Iteration 42Q (10426.613431 sec): 3 clusters Score: Raw -2079154.712012 + Penalty 3137.904345 = -2076016.807667 nChanged 49 SP:Iteration 43Q (10426.695443 sec): 3 clusters Score: Raw -2079164.865979 + Penalty 3137.904345 = -2076026.961634 nChanged 38 SP:Iteration 44Q (10426.770689 sec): 3 clusters Score: Raw -2079172.951948 + Penalty 3137.904345 = -2076035.047603 nChanged 38 SP:Iteration 45Q (10426.835016 sec): 3 clusters Score: Raw -2079180.942057 + Penalty 3137.904345 = -2076043.037712 nChanged 36 SP:Iteration 46Q (10426.909903 sec): 3 clusters Score: Raw -2079188.823881 + Penalty 3137.904345 = -2076050.919535 nChanged 42 SP:Iteration 47Q (10426.988937 sec): 3 clusters Score: Raw -2079199.925241 + Penalty 3137.904345 = -2076062.020896 nChanged 48 SP:Iteration 48Q (10427.052082 sec): 3 clusters Score: Raw -2079212.121896 + Penalty 3137.904345 = -2076074.217550 nChanged 41 SP:Iteration 49Q (10427.126859 sec): 3 clusters Score: Raw -2079221.811713 + Penalty 3137.904345 = -2076083.907368 nChanged 39 SP:Iteration 50Q (10427.197546 sec): 3 clusters Score: Raw -2079229.921637 + Penalty 3137.904345 = -2076092.017291 nChanged 29 SP:Iteration 51Q (10427.271025 sec): 3 clusters Score: Raw -2079237.279499 + Penalty 3137.904345 = -2076099.375154 nChanged 36 SP:Iteration 52Q (10427.346345 sec): 3 clusters Score: Raw -2079246.006365 + Penalty 3137.904345 = -2076108.102020 nChanged 29 SP:Iteration 53Q (10427.404833 sec): 3 clusters Score: Raw -2079252.866578 + Penalty 3137.904345 = -2076114.962233 nChanged 26 SP:Iteration 54Q (10427.470869 sec): 3 clusters Score: Raw -2079258.225567 + Penalty 3137.904345 = -2076120.321222 nChanged 22 SP:Iteration 55Q (10427.545732 sec): 3 clusters Score: Raw -2079263.655526 + Penalty 3137.904345 = -2076125.751180 nChanged 25 SP:Iteration 56Q (10427.620425 sec): 3 clusters Score: Raw -2079269.254454 + Penalty 3137.904345 = -2076131.350108 nChanged 22 SP:Iteration 57Q (10427.688879 sec): 3 clusters Score: Raw -2079273.044727 + Penalty 3137.904345 = -2076135.140381 nChanged 20 SP:Iteration 58Q (10427.762016 sec): 3 clusters Score: Raw -2079276.403484 + Penalty 3137.904345 = -2076138.499139 nChanged 21 SP:Iteration 59Q (10427.835120 sec): 3 clusters Score: Raw -2079280.209793 + Penalty 3137.904345 = -2076142.305448 nChanged 19 SP:Iteration 60F (10427.910355 sec): 3 clusters Score: Raw -2079283.550735 + Penalty 3137.904345 = -2076145.646390 nChanged 15 SP:Iteration 61Q (10427.983367 sec): 3 clusters Score: Raw -2079285.543471 + Penalty 3137.904345 = -2076147.639126 nChanged 14 SP:Iteration 62Q (10428.056631 sec): 3 clusters Score: Raw -2079287.661664 + Penalty 3137.904345 = -2076149.757319 nChanged 5 SP:Iteration 63Q (10428.120163 sec): 3 clusters Score: Raw -2079288.235774 + Penalty 3137.904345 = -2076150.331429 nChanged 5 SP:Iteration 64Q (10428.193266 sec): 3 clusters Score: Raw -2079288.817412 + Penalty 3137.904345 = -2076150.913067 nChanged 3 SP:Iteration 65Q (10428.258263 sec): 3 clusters Score: Raw -2079289.247711 + Penalty 3137.904345 = -2076151.343366 nChanged 5 SP:Iteration 66Q (10428.324262 sec): 3 clusters Score: Raw -2079290.141402 + Penalty 3137.904345 = -2076152.237056 nChanged 2 SP:Iteration 67Q (10428.393122 sec): 3 clusters Score: Raw -2079290.980045 + Penalty 3137.904345 = -2076153.075700 nChanged 4 SP:Iteration 68Q (10428.475860 sec): 3 clusters Score: Raw -2079291.321944 + Penalty 3137.904345 = -2076153.417598 nChanged 1 SP:Iteration 69Q (10428.547424 sec): 3 clusters Score: Raw -2079291.359262 + Penalty 3137.904345 = -2076153.454917 nChanged 1 SP:Iteration 70Q (10428.609821 sec): 3 clusters Score: Raw -2079291.446564 + Penalty 3137.904345 = -2076153.542218 nChanged 1 SP:Iteration 71Q (10428.667433 sec): 3 clusters Score: Raw -2079291.620193 + Penalty 3137.904345 = -2076153.715847 nChanged 1 SP:Iteration 72Q (10428.742054 sec): 3 clusters Score: Raw -2079291.712576 + Penalty 3137.904345 = -2076153.808231 nChanged 1 SP:Iteration 73Q (10428.809050 sec): 3 clusters Score: Raw -2079291.829870 + Penalty 3137.904345 = -2076153.925524 nChanged 0 SP:Iteration 74F (10428.882145 sec): 3 clusters Score: Raw -2079291.829870 + Penalty 3137.904345 = -2076153.925524 nChanged 0 Trying to split cluster 32 (18512 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10428.935495 sec): 2 clusters Score: Raw -2208473.710694 + Penalty 1596.753348 = -2206876.957346 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10429.017612 sec): 3 clusters Score: Raw -2197277.116634 + Penalty 3193.506696 = -2194083.609938 nChanged 8399 SP:Iteration 1F (10429.098308 sec): 3 clusters Score: Raw -2202030.135837 + Penalty 3193.506696 = -2198836.629141 nChanged 976 SP:Iteration 2F (10429.157837 sec): 3 clusters Score: Raw -2202411.439292 + Penalty 3193.506696 = -2199217.932595 nChanged 942 SP:Iteration 3F (10429.227964 sec): 3 clusters Score: Raw -2202784.078487 + Penalty 3193.506696 = -2199590.571791 nChanged 894 SP:Iteration 4Q (10429.309216 sec): 3 clusters Score: Raw -2203175.191441 + Penalty 3193.506696 = -2199981.684745 nChanged 909 SP:Iteration 5Q (10429.392368 sec): 3 clusters Score: Raw -2203585.744958 + Penalty 3193.506696 = -2200392.238262 nChanged 859 SP:Iteration 6Q (10429.474090 sec): 3 clusters Score: Raw -2204029.356388 + Penalty 3193.506696 = -2200835.849692 nChanged 876 SP:Iteration 7Q (10429.553808 sec): 3 clusters Score: Raw -2204497.704650 + Penalty 3193.506696 = -2201304.197954 nChanged 903 SP:Iteration 8Q (10429.637505 sec): 3 clusters Score: Raw -2204956.960412 + Penalty 3193.506696 = -2201763.453715 nChanged 809 SP:Iteration 9Q (10429.713456 sec): 3 clusters Score: Raw -2205359.803498 + Penalty 3193.506696 = -2202166.296802 nChanged 709 SP:Iteration 10Q (10429.804515 sec): 3 clusters Score: Raw -2205742.220909 + Penalty 3193.506696 = -2202548.714213 nChanged 661 SP:Iteration 11Q (10429.878563 sec): 3 clusters Score: Raw -2206088.768851 + Penalty 3193.506696 = -2202895.262155 nChanged 567 SP:Iteration 12Q (10429.958343 sec): 3 clusters Score: Raw -2206343.175884 + Penalty 3193.506696 = -2203149.669188 nChanged 477 SP:Iteration 13Q (10430.043692 sec): 3 clusters Score: Raw -2206547.904788 + Penalty 3193.506696 = -2203354.398092 nChanged 387 SP:Iteration 14Q (10430.111693 sec): 3 clusters Score: Raw -2206699.385238 + Penalty 3193.506696 = -2203505.878541 nChanged 323 SP:Iteration 15Q (10430.193698 sec): 3 clusters Score: Raw -2206817.859395 + Penalty 3193.506696 = -2203624.352699 nChanged 306 SP:Iteration 16Q (10430.273672 sec): 3 clusters Score: Raw -2206928.791142 + Penalty 3193.506696 = -2203735.284446 nChanged 297 SP:Iteration 17Q (10430.353370 sec): 3 clusters Score: Raw -2207035.624262 + Penalty 3193.506696 = -2203842.117566 nChanged 277 SP:Iteration 18Q (10430.433255 sec): 3 clusters Score: Raw -2207128.440615 + Penalty 3193.506696 = -2203934.933919 nChanged 263 SP:Iteration 19Q (10430.512910 sec): 3 clusters Score: Raw -2207214.782727 + Penalty 3193.506696 = -2204021.276030 nChanged 270 SP:Iteration 20F (10430.591562 sec): 3 clusters Score: Raw -2207308.184700 + Penalty 3193.506696 = -2204114.678004 nChanged 264 SP:Iteration 21Q (10430.670611 sec): 3 clusters Score: Raw -2207405.905119 + Penalty 3193.506696 = -2204212.398423 nChanged 238 SP:Iteration 22Q (10430.749852 sec): 3 clusters Score: Raw -2207496.110745 + Penalty 3193.506696 = -2204302.604049 nChanged 222 SP:Iteration 23Q (10430.823587 sec): 3 clusters Score: Raw -2207588.001412 + Penalty 3193.506696 = -2204394.494716 nChanged 210 SP:Iteration 24Q (10430.902087 sec): 3 clusters Score: Raw -2207679.975630 + Penalty 3193.506696 = -2204486.468934 nChanged 203 SP:Iteration 25Q (10430.980489 sec): 3 clusters Score: Raw -2207770.597777 + Penalty 3193.506696 = -2204577.091081 nChanged 216 SP:Iteration 26Q (10431.058327 sec): 3 clusters Score: Raw -2207882.141334 + Penalty 3193.506696 = -2204688.634638 nChanged 208 SP:Iteration 27Q (10431.135476 sec): 3 clusters Score: Raw -2207991.464017 + Penalty 3193.506696 = -2204797.957321 nChanged 210 SP:Iteration 28Q (10431.212411 sec): 3 clusters Score: Raw -2208102.196344 + Penalty 3193.506696 = -2204908.689648 nChanged 200 SP:Iteration 29Q (10431.289267 sec): 3 clusters Score: Raw -2208224.014664 + Penalty 3193.506696 = -2205030.507968 nChanged 194 SP:Iteration 30Q (10431.358784 sec): 3 clusters Score: Raw -2208327.199900 + Penalty 3193.506696 = -2205133.693204 nChanged 168 SP:Iteration 31Q (10431.433068 sec): 3 clusters Score: Raw -2208417.791148 + Penalty 3193.506696 = -2205224.284452 nChanged 135 SP:Iteration 32Q (10431.507692 sec): 3 clusters Score: Raw -2208482.111964 + Penalty 3193.506696 = -2205288.605268 nChanged 119 SP:Iteration 33Q (10431.586575 sec): 3 clusters Score: Raw -2208537.576715 + Penalty 3193.506696 = -2205344.070019 nChanged 109 SP:Iteration 34Q (10431.658950 sec): 3 clusters Score: Raw -2208585.431193 + Penalty 3193.506696 = -2205391.924497 nChanged 93 SP:Iteration 35Q (10431.735868 sec): 3 clusters Score: Raw -2208628.039575 + Penalty 3193.506696 = -2205434.532879 nChanged 84 SP:Iteration 36Q (10431.811617 sec): 3 clusters Score: Raw -2208666.050231 + Penalty 3193.506696 = -2205472.543535 nChanged 73 SP:Iteration 37Q (10431.889486 sec): 3 clusters Score: Raw -2208694.637262 + Penalty 3193.506696 = -2205501.130566 nChanged 66 SP:Iteration 38Q (10431.954317 sec): 3 clusters Score: Raw -2208719.792953 + Penalty 3193.506696 = -2205526.286257 nChanged 62 SP:Iteration 39Q (10432.025290 sec): 3 clusters Score: Raw -2208746.314413 + Penalty 3193.506696 = -2205552.807717 nChanged 58 SP:Iteration 40F (10432.096751 sec): 3 clusters Score: Raw -2208770.724672 + Penalty 3193.506696 = -2205577.217976 nChanged 59 SP:Iteration 41Q (10432.181846 sec): 3 clusters Score: Raw -2208799.062906 + Penalty 3193.506696 = -2205605.556210 nChanged 60 SP:Iteration 42Q (10432.248301 sec): 3 clusters Score: Raw -2208834.463124 + Penalty 3193.506696 = -2205640.956428 nChanged 62 SP:Iteration 43Q (10432.328677 sec): 3 clusters Score: Raw -2208865.675095 + Penalty 3193.506696 = -2205672.168399 nChanged 57 SP:Iteration 44Q (10432.407522 sec): 3 clusters Score: Raw -2208902.077985 + Penalty 3193.506696 = -2205708.571289 nChanged 59 SP:Iteration 45Q (10432.483296 sec): 3 clusters Score: Raw -2208934.779585 + Penalty 3193.506696 = -2205741.272889 nChanged 61 SP:Iteration 46Q (10432.559138 sec): 3 clusters Score: Raw -2208968.394863 + Penalty 3193.506696 = -2205774.888166 nChanged 57 SP:Iteration 47Q (10432.635053 sec): 3 clusters Score: Raw -2208999.239877 + Penalty 3193.506696 = -2205805.733180 nChanged 59 SP:Iteration 48Q (10432.696135 sec): 3 clusters Score: Raw -2209025.252756 + Penalty 3193.506696 = -2205831.746060 nChanged 44 SP:Iteration 49Q (10432.781139 sec): 3 clusters Score: Raw -2209044.890004 + Penalty 3193.506696 = -2205851.383308 nChanged 34 SP:Iteration 50Q (10432.855828 sec): 3 clusters Score: Raw -2209061.515479 + Penalty 3193.506696 = -2205868.008783 nChanged 34 SP:Iteration 51Q (10432.930090 sec): 3 clusters Score: Raw -2209076.127645 + Penalty 3193.506696 = -2205882.620949 nChanged 33 SP:Iteration 52Q (10433.003354 sec): 3 clusters Score: Raw -2209091.241269 + Penalty 3193.506696 = -2205897.734573 nChanged 32 SP:Iteration 53Q (10433.064993 sec): 3 clusters Score: Raw -2209102.978851 + Penalty 3193.506696 = -2205909.472155 nChanged 25 SP:Iteration 54Q (10433.144705 sec): 3 clusters Score: Raw -2209114.432192 + Penalty 3193.506696 = -2205920.925496 nChanged 24 SP:Iteration 55Q (10433.213793 sec): 3 clusters Score: Raw -2209123.519604 + Penalty 3193.506696 = -2205930.012908 nChanged 19 SP:Iteration 56Q (10433.291672 sec): 3 clusters Score: Raw -2209131.662911 + Penalty 3193.506696 = -2205938.156215 nChanged 22 SP:Iteration 57Q (10433.365998 sec): 3 clusters Score: Raw -2209140.415494 + Penalty 3193.506696 = -2205946.908798 nChanged 19 SP:Iteration 58Q (10433.441628 sec): 3 clusters Score: Raw -2209146.822617 + Penalty 3193.506696 = -2205953.315921 nChanged 15 SP:Iteration 59Q (10433.517106 sec): 3 clusters Score: Raw -2209152.275779 + Penalty 3193.506696 = -2205958.769083 nChanged 16 SP:Iteration 60F (10433.598428 sec): 3 clusters Score: Raw -2209155.971266 + Penalty 3193.506696 = -2205962.464570 nChanged 14 SP:Iteration 61Q (10433.674024 sec): 3 clusters Score: Raw -2209159.198212 + Penalty 3193.506696 = -2205965.691516 nChanged 8 SP:Iteration 62Q (10433.749484 sec): 3 clusters Score: Raw -2209161.276459 + Penalty 3193.506696 = -2205967.769762 nChanged 5 SP:Iteration 63Q (10433.821376 sec): 3 clusters Score: Raw -2209162.009714 + Penalty 3193.506696 = -2205968.503018 nChanged 1 SP:Iteration 64Q (10433.894592 sec): 3 clusters Score: Raw -2209162.173438 + Penalty 3193.506696 = -2205968.666742 nChanged 1 SP:Iteration 65Q (10433.972403 sec): 3 clusters Score: Raw -2209162.298326 + Penalty 3193.506696 = -2205968.791630 nChanged 0 SP:Iteration 66F (10434.048463 sec): 3 clusters Score: Raw -2209162.298326 + Penalty 3193.506696 = -2205968.791630 nChanged 0 Trying to split cluster 33 (132799 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10434.236004 sec): 2 clusters Score: Raw -17835118.544890 + Penalty 1916.946198 = -17833201.598692 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10434.509229 sec): 3 clusters Score: Raw -17748237.194060 + Penalty 3833.892395 = -17744403.301664 nChanged 63942 SP:Iteration 1F (10434.777428 sec): 3 clusters Score: Raw -17786152.972946 + Penalty 3833.892395 = -17782319.080551 nChanged 5463 SP:Iteration 2Q (10435.053190 sec): 3 clusters Score: Raw -17788146.760270 + Penalty 3833.892395 = -17784312.867875 nChanged 6459 SP:Iteration 3Q (10435.335523 sec): 3 clusters Score: Raw -17791259.095730 + Penalty 3833.892395 = -17787425.203334 nChanged 8056 SP:Iteration 4F (10435.600559 sec): 3 clusters Score: Raw -17796240.988560 + Penalty 3833.892395 = -17792407.096164 nChanged 9645 SP:Iteration 5F (10435.854774 sec): 3 clusters Score: Raw -17803529.677476 + Penalty 3833.892395 = -17799695.785080 nChanged 10540 SP:Iteration 6F (10436.121202 sec): 3 clusters Score: Raw -17812621.195259 + Penalty 3833.892395 = -17808787.302864 nChanged 9623 SP:Iteration 7F (10436.381759 sec): 3 clusters Score: Raw -17821463.881335 + Penalty 3833.892395 = -17817629.988939 nChanged 7079 SP:Iteration 8F (10436.649045 sec): 3 clusters Score: Raw -17827855.015473 + Penalty 3833.892395 = -17824021.123078 nChanged 4207 SP:Iteration 9Q (10436.909303 sec): 3 clusters Score: Raw -17831306.331283 + Penalty 3833.892395 = -17827472.438888 nChanged 2379 SP:Iteration 10Q (10437.151698 sec): 3 clusters Score: Raw -17833055.232872 + Penalty 3833.892395 = -17829221.340476 nChanged 1410 SP:Iteration 11Q (10437.394054 sec): 3 clusters Score: Raw -17834008.668518 + Penalty 3833.892395 = -17830174.776122 nChanged 844 SP:Iteration 12Q (10437.614035 sec): 3 clusters Score: Raw -17834559.941029 + Penalty 3833.892395 = -17830726.048633 nChanged 526 SP:Iteration 13Q (10437.843282 sec): 3 clusters Score: Raw -17834897.188308 + Penalty 3833.892395 = -17831063.295913 nChanged 326 SP:Iteration 14Q (10438.060101 sec): 3 clusters Score: Raw -17835067.056902 + Penalty 3833.892395 = -17831233.164506 nChanged 218 SP:Iteration 15Q (10438.284268 sec): 3 clusters Score: Raw -17835173.187041 + Penalty 3833.892395 = -17831339.294645 nChanged 167 SP:Iteration 16Q (10438.513461 sec): 3 clusters Score: Raw -17835263.641202 + Penalty 3833.892395 = -17831429.748806 nChanged 107 SP:Iteration 17Q (10438.730527 sec): 3 clusters Score: Raw -17835317.302720 + Penalty 3833.892395 = -17831483.410325 nChanged 81 SP:Iteration 18Q (10438.948512 sec): 3 clusters Score: Raw -17835359.501746 + Penalty 3833.892395 = -17831525.609350 nChanged 59 SP:Iteration 19Q (10439.170625 sec): 3 clusters Score: Raw -17835386.509063 + Penalty 3833.892395 = -17831552.616667 nChanged 46 SP:Iteration 20F (10439.430983 sec): 3 clusters Score: Raw -17835406.637337 + Penalty 3833.892395 = -17831572.744941 nChanged 32 SP:Iteration 21Q (10439.647770 sec): 3 clusters Score: Raw -17835418.468656 + Penalty 3833.892395 = -17831584.576261 nChanged 17 SP:Iteration 22Q (10439.859074 sec): 3 clusters Score: Raw -17835425.102609 + Penalty 3833.892395 = -17831591.210213 nChanged 15 SP:Iteration 23Q (10440.077930 sec): 3 clusters Score: Raw -17835432.001095 + Penalty 3833.892395 = -17831598.108700 nChanged 16 SP:Iteration 24Q (10440.304047 sec): 3 clusters Score: Raw -17835436.875558 + Penalty 3833.892395 = -17831602.983162 nChanged 6 SP:Iteration 25Q (10440.515773 sec): 3 clusters Score: Raw -17835438.375714 + Penalty 3833.892395 = -17831604.483319 nChanged 6 SP:Iteration 26Q (10440.734610 sec): 3 clusters Score: Raw -17835440.430549 + Penalty 3833.892395 = -17831606.538154 nChanged 6 SP:Iteration 27Q (10440.953083 sec): 3 clusters Score: Raw -17835442.095068 + Penalty 3833.892395 = -17831608.202672 nChanged 3 SP:Iteration 28Q (10441.154755 sec): 3 clusters Score: Raw -17835443.010352 + Penalty 3833.892395 = -17831609.117957 nChanged 3 SP:Iteration 29Q (10441.354785 sec): 3 clusters Score: Raw -17835444.146073 + Penalty 3833.892395 = -17831610.253678 nChanged 2 SP:Iteration 30Q (10441.560155 sec): 3 clusters Score: Raw -17835444.541253 + Penalty 3833.892395 = -17831610.648857 nChanged 0 SP:Iteration 31F (10441.802206 sec): 3 clusters Score: Raw -17835444.541253 + Penalty 3833.892395 = -17831610.648857 nChanged 0 Iteration 379Q (10449.454620 sec): 34 clusters Score: Raw -99968902.029981 + Penalty 72694.960115 = -99896207.069867 nChanged 17 Iteration 380F (10464.915001 sec): 34 clusters Score: Raw -99968902.633612 + Penalty 72694.960115 = -99896207.673498 nChanged 14 Iteration 381Q (10471.155755 sec): 34 clusters Score: Raw -99968903.006538 + Penalty 72694.960115 = -99896208.046424 nChanged 8 Iteration 382Q (10477.843667 sec): 34 clusters Score: Raw -99968903.113540 + Penalty 72694.960115 = -99896208.153426 nChanged 6 Iteration 383Q (10485.394702 sec): 34 clusters Score: Raw -99968903.236116 + Penalty 72694.960115 = -99896208.276002 nChanged 8 Iteration 384Q (10491.662987 sec): 34 clusters Score: Raw -99968903.359687 + Penalty 72694.960115 = -99896208.399572 nChanged 12 Iteration 385Q (10498.412604 sec): 34 clusters Score: Raw -99968903.513113 + Penalty 72694.960115 = -99896208.552998 nChanged 15 Iteration 386Q (10505.061743 sec): 34 clusters Score: Raw -99968903.724708 + Penalty 72694.960115 = -99896208.764594 nChanged 13 Iteration 387Q (10512.476008 sec): 34 clusters Score: Raw -99968903.915071 + Penalty 72694.960115 = -99896208.954957 nChanged 10 Iteration 388Q (10520.102404 sec): 34 clusters Score: Raw -99968904.128199 + Penalty 72694.960115 = -99896209.168085 nChanged 10 Iteration 389Q (10526.674253 sec): 34 clusters Score: Raw -99968904.359682 + Penalty 72694.960115 = -99896209.399567 nChanged 13 Iteration 390Q (10533.137694 sec): 34 clusters Score: Raw -99968904.750834 + Penalty 72694.960115 = -99896209.790719 nChanged 12 Iteration 391Q (10539.584957 sec): 34 clusters Score: Raw -99968904.873882 + Penalty 72694.960115 = -99896209.913767 nChanged 9 Iteration 392Q (10547.304877 sec): 34 clusters Score: Raw -99968905.021982 + Penalty 72694.960115 = -99896210.061867 nChanged 7 Iteration 393Q (10554.883066 sec): 34 clusters Score: Raw -99968905.130943 + Penalty 72694.960115 = -99896210.170829 nChanged 4 Iteration 394Q (10561.433061 sec): 34 clusters Score: Raw -99968905.201721 + Penalty 72694.960115 = -99896210.241606 nChanged 4 Iteration 395Q (10568.119896 sec): 34 clusters Score: Raw -99968905.315154 + Penalty 72694.960115 = -99896210.355040 nChanged 4 Iteration 396Q (10574.858662 sec): 34 clusters Score: Raw -99968905.409482 + Penalty 72694.960115 = -99896210.449367 nChanged 4 Iteration 397Q (10582.699655 sec): 34 clusters Score: Raw -99968905.485516 + Penalty 72694.960115 = -99896210.525401 nChanged 7 Iteration 398Q (10589.815659 sec): 34 clusters Score: Raw -99968905.633540 + Penalty 72694.960115 = -99896210.673425 nChanged 6 Iteration 399Q (10596.340989 sec): 34 clusters Score: Raw -99968905.745217 + Penalty 72694.960115 = -99896210.785102 nChanged 6 Iteration 400F (10611.958008 sec): 34 clusters Score: Raw -99968905.863847 + Penalty 72694.960115 = -99896210.903733 nChanged 6 Iteration 401Q (10619.938623 sec): 34 clusters Score: Raw -99968905.962539 + Penalty 72694.960115 = -99896211.002425 nChanged 7 Iteration 402Q (10627.056313 sec): 34 clusters Score: Raw -99968906.064606 + Penalty 72694.960115 = -99896211.104491 nChanged 8 Iteration 403Q (10633.707040 sec): 34 clusters Score: Raw -99968906.251792 + Penalty 72694.960115 = -99896211.291677 nChanged 13 Iteration 404Q (10641.659215 sec): 34 clusters Score: Raw -99968906.455421 + Penalty 72694.960115 = -99896211.495306 nChanged 12 Iteration 405Q (10648.993787 sec): 34 clusters Score: Raw -99968906.700074 + Penalty 72694.960115 = -99896211.739960 nChanged 11 Iteration 406Q (10655.883426 sec): 34 clusters Score: Raw -99968907.092245 + Penalty 72694.960115 = -99896212.132131 nChanged 9 Iteration 407Q (10663.198752 sec): 34 clusters Score: Raw -99968907.295003 + Penalty 72694.960115 = -99896212.334889 nChanged 9 Iteration 408Q (10670.782993 sec): 34 clusters Score: Raw -99968907.530528 + Penalty 72694.960115 = -99896212.570414 nChanged 9 Iteration 409Q (10677.368335 sec): 34 clusters Score: Raw -99968907.677480 + Penalty 72694.960115 = -99896212.717365 nChanged 4 Iteration 410Q (10684.480474 sec): 34 clusters Score: Raw -99968907.756750 + Penalty 72694.960115 = -99896212.796636 nChanged 2 Iteration 411Q (10691.982389 sec): 34 clusters Score: Raw -99968907.779093 + Penalty 72694.960115 = -99896212.818979 nChanged 0 Iteration 412F (10707.244090 sec): 34 clusters Score: Raw -99968907.779093 + Penalty 72694.960115 = -99896212.818979 nChanged 0 Compute initial score before splitting: Score: Raw -99968907.779093 + Penalty 72694.960115 = -99896212.818979 Trying to split cluster 1 (4691 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10707.386988 sec): 2 clusters Score: Raw -624184.667656 + Penalty 1373.677672 = -622810.989984 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10707.412879 sec): 3 clusters Score: Raw -621766.082462 + Penalty 2747.355344 = -619018.727118 nChanged 1882 SP:Iteration 1F (10707.468738 sec): 3 clusters Score: Raw -622840.182218 + Penalty 2747.355344 = -620092.826874 nChanged 342 SP:Iteration 2F (10707.507309 sec): 3 clusters Score: Raw -623046.685507 + Penalty 2747.355344 = -620299.330163 nChanged 274 SP:Iteration 3F (10707.562552 sec): 3 clusters Score: Raw -623202.195614 + Penalty 2747.355344 = -620454.840270 nChanged 219 SP:Iteration 4Q (10707.606201 sec): 3 clusters Score: Raw -623331.042216 + Penalty 2747.355344 = -620583.686872 nChanged 236 SP:Iteration 5F (10707.662880 sec): 3 clusters Score: Raw -623477.561867 + Penalty 2747.355344 = -620730.206523 nChanged 195 SP:Iteration 6Q (10707.718592 sec): 3 clusters Score: Raw -623587.932621 + Penalty 2747.355344 = -620840.577277 nChanged 172 SP:Iteration 7Q (10707.769194 sec): 3 clusters Score: Raw -623677.109203 + Penalty 2747.355344 = -620929.753859 nChanged 157 SP:Iteration 8Q (10707.811984 sec): 3 clusters Score: Raw -623759.645192 + Penalty 2747.355344 = -621012.289848 nChanged 138 SP:Iteration 9Q (10707.865266 sec): 3 clusters Score: Raw -623838.433780 + Penalty 2747.355344 = -621091.078437 nChanged 130 SP:Iteration 10Q (10707.911760 sec): 3 clusters Score: Raw -623912.736108 + Penalty 2747.355344 = -621165.380764 nChanged 117 SP:Iteration 11Q (10707.956015 sec): 3 clusters Score: Raw -623974.969215 + Penalty 2747.355344 = -621227.613871 nChanged 104 SP:Iteration 12Q (10708.006702 sec): 3 clusters Score: Raw -624023.926928 + Penalty 2747.355344 = -621276.571584 nChanged 99 SP:Iteration 13Q (10708.050234 sec): 3 clusters Score: Raw -624070.903085 + Penalty 2747.355344 = -621323.547741 nChanged 79 SP:Iteration 14Q (10708.104082 sec): 3 clusters Score: Raw -624107.345319 + Penalty 2747.355344 = -621359.989975 nChanged 66 SP:Iteration 15Q (10708.159206 sec): 3 clusters Score: Raw -624134.818601 + Penalty 2747.355344 = -621387.463257 nChanged 53 SP:Iteration 16Q (10708.211561 sec): 3 clusters Score: Raw -624155.602181 + Penalty 2747.355344 = -621408.246837 nChanged 41 SP:Iteration 17Q (10708.260151 sec): 3 clusters Score: Raw -624174.031132 + Penalty 2747.355344 = -621426.675788 nChanged 30 SP:Iteration 18Q (10708.315518 sec): 3 clusters Score: Raw -624182.698161 + Penalty 2747.355344 = -621435.342817 nChanged 22 SP:Iteration 19Q (10708.365475 sec): 3 clusters Score: Raw -624188.249224 + Penalty 2747.355344 = -621440.893880 nChanged 18 SP:Iteration 20F (10708.403830 sec): 3 clusters Score: Raw -624195.401119 + Penalty 2747.355344 = -621448.045775 nChanged 24 SP:Iteration 21Q (10708.463895 sec): 3 clusters Score: Raw -624207.217249 + Penalty 2747.355344 = -621459.861905 nChanged 27 SP:Iteration 22Q (10708.501256 sec): 3 clusters Score: Raw -624220.531960 + Penalty 2747.355344 = -621473.176616 nChanged 36 SP:Iteration 23Q (10708.548663 sec): 3 clusters Score: Raw -624240.651282 + Penalty 2747.355344 = -621493.295938 nChanged 41 SP:Iteration 24Q (10708.603516 sec): 3 clusters Score: Raw -624257.091124 + Penalty 2747.355344 = -621509.735780 nChanged 35 SP:Iteration 25Q (10708.644199 sec): 3 clusters Score: Raw -624269.731189 + Penalty 2747.355344 = -621522.375845 nChanged 33 SP:Iteration 26Q (10708.687363 sec): 3 clusters Score: Raw -624281.216582 + Penalty 2747.355344 = -621533.861238 nChanged 28 SP:Iteration 27Q (10708.744139 sec): 3 clusters Score: Raw -624292.060028 + Penalty 2747.355344 = -621544.704684 nChanged 20 SP:Iteration 28Q (10708.786747 sec): 3 clusters Score: Raw -624299.064351 + Penalty 2747.355344 = -621551.709007 nChanged 17 SP:Iteration 29Q (10708.836246 sec): 3 clusters Score: Raw -624304.392008 + Penalty 2747.355344 = -621557.036664 nChanged 16 SP:Iteration 30Q (10708.891058 sec): 3 clusters Score: Raw -624308.458129 + Penalty 2747.355344 = -621561.102786 nChanged 11 SP:Iteration 31Q (10708.930902 sec): 3 clusters Score: Raw -624311.714786 + Penalty 2747.355344 = -621564.359442 nChanged 8 SP:Iteration 32Q (10708.983995 sec): 3 clusters Score: Raw -624315.010449 + Penalty 2747.355344 = -621567.655105 nChanged 11 SP:Iteration 33Q (10709.050774 sec): 3 clusters Score: Raw -624318.547319 + Penalty 2747.355344 = -621571.191975 nChanged 13 SP:Iteration 34Q (10709.087600 sec): 3 clusters Score: Raw -624324.128502 + Penalty 2747.355344 = -621576.773158 nChanged 17 SP:Iteration 35Q (10709.136305 sec): 3 clusters Score: Raw -624331.966578 + Penalty 2747.355344 = -621584.611234 nChanged 17 SP:Iteration 36Q (10709.189758 sec): 3 clusters Score: Raw -624337.891635 + Penalty 2747.355344 = -621590.536291 nChanged 16 SP:Iteration 37Q (10709.245188 sec): 3 clusters Score: Raw -624343.653436 + Penalty 2747.355344 = -621596.298092 nChanged 17 SP:Iteration 38Q (10709.292496 sec): 3 clusters Score: Raw -624350.567023 + Penalty 2747.355344 = -621603.211679 nChanged 20 SP:Iteration 39Q (10709.332904 sec): 3 clusters Score: Raw -624355.869941 + Penalty 2747.355344 = -621608.514597 nChanged 14 SP:Iteration 40F (10709.387983 sec): 3 clusters Score: Raw -624360.130086 + Penalty 2747.355344 = -621612.774742 nChanged 5 SP:Iteration 41Q (10709.442385 sec): 3 clusters Score: Raw -624361.034515 + Penalty 2747.355344 = -621613.679171 nChanged 3 SP:Iteration 42Q (10709.485929 sec): 3 clusters Score: Raw -624362.076825 + Penalty 2747.355344 = -621614.721481 nChanged 4 SP:Iteration 43Q (10709.528518 sec): 3 clusters Score: Raw -624362.652586 + Penalty 2747.355344 = -621615.297242 nChanged 1 SP:Iteration 44Q (10709.575389 sec): 3 clusters Score: Raw -624362.848551 + Penalty 2747.355344 = -621615.493207 nChanged 2 SP:Iteration 45Q (10709.634194 sec): 3 clusters Score: Raw -624363.299393 + Penalty 2747.355344 = -621615.944049 nChanged 1 SP:Iteration 46Q (10709.671837 sec): 3 clusters Score: Raw -624363.474998 + Penalty 2747.355344 = -621616.119654 nChanged 0 SP:Iteration 47F (10709.718839 sec): 3 clusters Score: Raw -624363.474998 + Penalty 2747.355344 = -621616.119654 nChanged 0 Trying to split cluster 2 (7298 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10709.757142 sec): 2 clusters Score: Raw -934390.109335 + Penalty 1445.495288 = -932944.614047 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10709.810668 sec): 3 clusters Score: Raw -930376.434247 + Penalty 2890.990576 = -927485.443672 nChanged 3112 SP:Iteration 1F (10709.866717 sec): 3 clusters Score: Raw -932145.306599 + Penalty 2890.990576 = -929254.316023 nChanged 573 SP:Iteration 2F (10709.928644 sec): 3 clusters Score: Raw -932532.164187 + Penalty 2890.990576 = -929641.173611 nChanged 507 SP:Iteration 3F (10709.978196 sec): 3 clusters Score: Raw -932859.868673 + Penalty 2890.990576 = -929968.878098 nChanged 446 SP:Iteration 4F (10710.038483 sec): 3 clusters Score: Raw -933139.890502 + Penalty 2890.990576 = -930248.899926 nChanged 376 SP:Iteration 5F (10710.093197 sec): 3 clusters Score: Raw -933357.010673 + Penalty 2890.990576 = -930466.020097 nChanged 289 SP:Iteration 6Q (10710.147743 sec): 3 clusters Score: Raw -933530.424402 + Penalty 2890.990576 = -930639.433827 nChanged 272 SP:Iteration 7Q (10710.210539 sec): 3 clusters Score: Raw -933687.544550 + Penalty 2890.990576 = -930796.553974 nChanged 242 SP:Iteration 8Q (10710.255556 sec): 3 clusters Score: Raw -933831.722604 + Penalty 2890.990576 = -930940.732029 nChanged 214 SP:Iteration 9Q (10710.309222 sec): 3 clusters Score: Raw -933947.408792 + Penalty 2890.990576 = -931056.418217 nChanged 162 SP:Iteration 10Q (10710.372545 sec): 3 clusters Score: Raw -934038.128468 + Penalty 2890.990576 = -931147.137892 nChanged 149 SP:Iteration 11Q (10710.415437 sec): 3 clusters Score: Raw -934129.820321 + Penalty 2890.990576 = -931238.829746 nChanged 147 SP:Iteration 12Q (10710.462116 sec): 3 clusters Score: Raw -934219.767637 + Penalty 2890.990576 = -931328.777062 nChanged 130 SP:Iteration 13Q (10710.512806 sec): 3 clusters Score: Raw -934307.223829 + Penalty 2890.990576 = -931416.233253 nChanged 120 SP:Iteration 14Q (10710.564001 sec): 3 clusters Score: Raw -934385.400764 + Penalty 2890.990576 = -931494.410188 nChanged 103 SP:Iteration 15Q (10710.615811 sec): 3 clusters Score: Raw -934442.585228 + Penalty 2890.990576 = -931551.594652 nChanged 61 SP:Iteration 16Q (10710.674801 sec): 3 clusters Score: Raw -934476.181868 + Penalty 2890.990576 = -931585.191292 nChanged 59 SP:Iteration 17Q (10710.732815 sec): 3 clusters Score: Raw -934515.723583 + Penalty 2890.990576 = -931624.733007 nChanged 48 SP:Iteration 18Q (10710.792164 sec): 3 clusters Score: Raw -934549.455686 + Penalty 2890.990576 = -931658.465111 nChanged 46 SP:Iteration 19Q (10710.839644 sec): 3 clusters Score: Raw -934572.767089 + Penalty 2890.990576 = -931681.776513 nChanged 30 SP:Iteration 20F (10710.887743 sec): 3 clusters Score: Raw -934587.467293 + Penalty 2890.990576 = -931696.476718 nChanged 23 SP:Iteration 21Q (10710.938873 sec): 3 clusters Score: Raw -934600.867539 + Penalty 2890.990576 = -931709.876964 nChanged 21 SP:Iteration 22Q (10711.004239 sec): 3 clusters Score: Raw -934611.841952 + Penalty 2890.990576 = -931720.851377 nChanged 15 SP:Iteration 23Q (10711.044583 sec): 3 clusters Score: Raw -934620.996689 + Penalty 2890.990576 = -931730.006114 nChanged 14 SP:Iteration 24Q (10711.094974 sec): 3 clusters Score: Raw -934630.257968 + Penalty 2890.990576 = -931739.267392 nChanged 14 SP:Iteration 25Q (10711.141634 sec): 3 clusters Score: Raw -934636.844835 + Penalty 2890.990576 = -931745.854259 nChanged 8 SP:Iteration 26Q (10711.200709 sec): 3 clusters Score: Raw -934640.783417 + Penalty 2890.990576 = -931749.792841 nChanged 5 SP:Iteration 27Q (10711.258195 sec): 3 clusters Score: Raw -934642.418290 + Penalty 2890.990576 = -931751.427714 nChanged 2 SP:Iteration 28Q (10711.309432 sec): 3 clusters Score: Raw -934643.338172 + Penalty 2890.990576 = -931752.347596 nChanged 1 SP:Iteration 29Q (10711.366544 sec): 3 clusters Score: Raw -934643.743535 + Penalty 2890.990576 = -931752.752959 nChanged 2 SP:Iteration 30Q (10711.411376 sec): 3 clusters Score: Raw -934645.302143 + Penalty 2890.990576 = -931754.311568 nChanged 5 SP:Iteration 31Q (10711.463959 sec): 3 clusters Score: Raw -934648.066792 + Penalty 2890.990576 = -931757.076217 nChanged 5 SP:Iteration 32Q (10711.525861 sec): 3 clusters Score: Raw -934651.282424 + Penalty 2890.990576 = -931760.291849 nChanged 4 SP:Iteration 33Q (10711.575528 sec): 3 clusters Score: Raw -934653.481016 + Penalty 2890.990576 = -931762.490441 nChanged 6 SP:Iteration 34Q (10711.632693 sec): 3 clusters Score: Raw -934656.776116 + Penalty 2890.990576 = -931765.785541 nChanged 9 SP:Iteration 35Q (10711.685116 sec): 3 clusters Score: Raw -934661.974523 + Penalty 2890.990576 = -931770.983947 nChanged 10 SP:Iteration 36Q (10711.733266 sec): 3 clusters Score: Raw -934666.853489 + Penalty 2890.990576 = -931775.862914 nChanged 7 SP:Iteration 37Q (10711.782745 sec): 3 clusters Score: Raw -934670.591043 + Penalty 2890.990576 = -931779.600467 nChanged 6 SP:Iteration 38Q (10711.840463 sec): 3 clusters Score: Raw -934674.211763 + Penalty 2890.990576 = -931783.221187 nChanged 7 SP:Iteration 39Q (10711.898878 sec): 3 clusters Score: Raw -934679.174101 + Penalty 2890.990576 = -931788.183526 nChanged 9 SP:Iteration 40F (10711.958772 sec): 3 clusters Score: Raw -934684.001385 + Penalty 2890.990576 = -931793.010809 nChanged 5 SP:Iteration 41Q (10712.006318 sec): 3 clusters Score: Raw -934686.497372 + Penalty 2890.990576 = -931795.506796 nChanged 5 SP:Iteration 42Q (10712.067038 sec): 3 clusters Score: Raw -934688.194578 + Penalty 2890.990576 = -931797.204002 nChanged 3 SP:Iteration 43Q (10712.114890 sec): 3 clusters Score: Raw -934689.611730 + Penalty 2890.990576 = -931798.621154 nChanged 1 SP:Iteration 44Q (10712.164822 sec): 3 clusters Score: Raw -934690.263149 + Penalty 2890.990576 = -931799.272574 nChanged 3 SP:Iteration 45Q (10712.217187 sec): 3 clusters Score: Raw -934691.684471 + Penalty 2890.990576 = -931800.693896 nChanged 0 SP:Iteration 46F (10712.274724 sec): 3 clusters Score: Raw -934691.684471 + Penalty 2890.990576 = -931800.693896 nChanged 0 Trying to split cluster 3 (11096 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10712.310156 sec): 2 clusters Score: Raw -1504431.955540 + Penalty 1513.580244 = -1502918.375297 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10712.377276 sec): 3 clusters Score: Raw -1498119.344112 + Penalty 3027.160488 = -1495092.183624 nChanged 4772 SP:Iteration 1F (10712.432911 sec): 3 clusters Score: Raw -1500822.194414 + Penalty 3027.160488 = -1497795.033927 nChanged 739 SP:Iteration 2F (10712.486806 sec): 3 clusters Score: Raw -1501225.941183 + Penalty 3027.160488 = -1498198.780696 nChanged 674 SP:Iteration 3F (10712.543202 sec): 3 clusters Score: Raw -1501622.460589 + Penalty 3027.160488 = -1498595.300101 nChanged 717 SP:Iteration 4F (10712.610743 sec): 3 clusters Score: Raw -1502137.427293 + Penalty 3027.160488 = -1499110.266805 nChanged 755 SP:Iteration 5F (10712.675960 sec): 3 clusters Score: Raw -1502720.903074 + Penalty 3027.160488 = -1499693.742587 nChanged 694 SP:Iteration 6F (10712.742255 sec): 3 clusters Score: Raw -1503291.292892 + Penalty 3027.160488 = -1500264.132404 nChanged 622 SP:Iteration 7F (10712.807294 sec): 3 clusters Score: Raw -1503810.872940 + Penalty 3027.160488 = -1500783.712452 nChanged 492 SP:Iteration 8Q (10712.882711 sec): 3 clusters Score: Raw -1504216.747374 + Penalty 3027.160488 = -1501189.586886 nChanged 361 SP:Iteration 9Q (10712.946996 sec): 3 clusters Score: Raw -1504464.457410 + Penalty 3027.160488 = -1501437.296923 nChanged 243 SP:Iteration 10Q (10713.003378 sec): 3 clusters Score: Raw -1504580.648089 + Penalty 3027.160488 = -1501553.487602 nChanged 180 SP:Iteration 11Q (10713.078420 sec): 3 clusters Score: Raw -1504653.830849 + Penalty 3027.160488 = -1501626.670361 nChanged 105 SP:Iteration 12Q (10713.134182 sec): 3 clusters Score: Raw -1504690.592781 + Penalty 3027.160488 = -1501663.432293 nChanged 92 SP:Iteration 13Q (10713.199840 sec): 3 clusters Score: Raw -1504730.329065 + Penalty 3027.160488 = -1501703.168577 nChanged 82 SP:Iteration 14Q (10713.262486 sec): 3 clusters Score: Raw -1504763.700258 + Penalty 3027.160488 = -1501736.539770 nChanged 71 SP:Iteration 15Q (10713.328450 sec): 3 clusters Score: Raw -1504788.216173 + Penalty 3027.160488 = -1501761.055686 nChanged 71 SP:Iteration 16Q (10713.393504 sec): 3 clusters Score: Raw -1504812.589585 + Penalty 3027.160488 = -1501785.429097 nChanged 68 SP:Iteration 17Q (10713.464941 sec): 3 clusters Score: Raw -1504834.611614 + Penalty 3027.160488 = -1501807.451126 nChanged 63 SP:Iteration 18Q (10713.514910 sec): 3 clusters Score: Raw -1504857.121047 + Penalty 3027.160488 = -1501829.960559 nChanged 59 SP:Iteration 19Q (10713.578759 sec): 3 clusters Score: Raw -1504875.355505 + Penalty 3027.160488 = -1501848.195018 nChanged 56 SP:Iteration 20F (10713.645271 sec): 3 clusters Score: Raw -1504896.722150 + Penalty 3027.160488 = -1501869.561663 nChanged 50 SP:Iteration 21Q (10713.708964 sec): 3 clusters Score: Raw -1504912.766072 + Penalty 3027.160488 = -1501885.605585 nChanged 48 SP:Iteration 22Q (10713.774084 sec): 3 clusters Score: Raw -1504929.427142 + Penalty 3027.160488 = -1501902.266654 nChanged 50 SP:Iteration 23Q (10713.838002 sec): 3 clusters Score: Raw -1504951.224382 + Penalty 3027.160488 = -1501924.063894 nChanged 49 SP:Iteration 24Q (10713.891255 sec): 3 clusters Score: Raw -1504970.274390 + Penalty 3027.160488 = -1501943.113903 nChanged 47 SP:Iteration 25Q (10713.957450 sec): 3 clusters Score: Raw -1504986.887244 + Penalty 3027.160488 = -1501959.726756 nChanged 35 SP:Iteration 26Q (10714.014516 sec): 3 clusters Score: Raw -1504998.944666 + Penalty 3027.160488 = -1501971.784178 nChanged 33 SP:Iteration 27Q (10714.079236 sec): 3 clusters Score: Raw -1505009.778049 + Penalty 3027.160488 = -1501982.617561 nChanged 25 SP:Iteration 28Q (10714.144247 sec): 3 clusters Score: Raw -1505019.410284 + Penalty 3027.160488 = -1501992.249797 nChanged 32 SP:Iteration 29Q (10714.217137 sec): 3 clusters Score: Raw -1505032.410407 + Penalty 3027.160488 = -1502005.249920 nChanged 43 SP:Iteration 30Q (10714.273929 sec): 3 clusters Score: Raw -1505050.486109 + Penalty 3027.160488 = -1502023.325621 nChanged 41 SP:Iteration 31Q (10714.327843 sec): 3 clusters Score: Raw -1505063.971163 + Penalty 3027.160488 = -1502036.810675 nChanged 29 SP:Iteration 32Q (10714.391737 sec): 3 clusters Score: Raw -1505072.051891 + Penalty 3027.160488 = -1502044.891404 nChanged 28 SP:Iteration 33Q (10714.445298 sec): 3 clusters Score: Raw -1505081.351560 + Penalty 3027.160488 = -1502054.191072 nChanged 25 SP:Iteration 34Q (10714.509700 sec): 3 clusters Score: Raw -1505091.203662 + Penalty 3027.160488 = -1502064.043174 nChanged 34 SP:Iteration 35Q (10714.572215 sec): 3 clusters Score: Raw -1505103.040456 + Penalty 3027.160488 = -1502075.879969 nChanged 31 SP:Iteration 36Q (10714.626093 sec): 3 clusters Score: Raw -1505112.600787 + Penalty 3027.160488 = -1502085.440300 nChanged 36 SP:Iteration 37Q (10714.682609 sec): 3 clusters Score: Raw -1505127.966982 + Penalty 3027.160488 = -1502100.806494 nChanged 37 SP:Iteration 38Q (10714.734843 sec): 3 clusters Score: Raw -1505142.349658 + Penalty 3027.160488 = -1502115.189170 nChanged 37 SP:Iteration 39Q (10714.793216 sec): 3 clusters Score: Raw -1505154.616503 + Penalty 3027.160488 = -1502127.456015 nChanged 28 SP:Iteration 40F (10714.853628 sec): 3 clusters Score: Raw -1505163.544581 + Penalty 3027.160488 = -1502136.384093 nChanged 27 SP:Iteration 41Q (10714.919370 sec): 3 clusters Score: Raw -1505170.937985 + Penalty 3027.160488 = -1502143.777498 nChanged 13 SP:Iteration 42Q (10714.985060 sec): 3 clusters Score: Raw -1505175.827156 + Penalty 3027.160488 = -1502148.666669 nChanged 21 SP:Iteration 43Q (10715.049590 sec): 3 clusters Score: Raw -1505181.246115 + Penalty 3027.160488 = -1502154.085627 nChanged 16 SP:Iteration 44Q (10715.103265 sec): 3 clusters Score: Raw -1505184.215827 + Penalty 3027.160488 = -1502157.055339 nChanged 9 SP:Iteration 45Q (10715.164420 sec): 3 clusters Score: Raw -1505186.805430 + Penalty 3027.160488 = -1502159.644942 nChanged 18 SP:Iteration 46Q (10715.231464 sec): 3 clusters Score: Raw -1505191.306576 + Penalty 3027.160488 = -1502164.146089 nChanged 18 SP:Iteration 47Q (10715.295227 sec): 3 clusters Score: Raw -1505195.599892 + Penalty 3027.160488 = -1502168.439404 nChanged 19 SP:Iteration 48Q (10715.352904 sec): 3 clusters Score: Raw -1505200.617700 + Penalty 3027.160488 = -1502173.457212 nChanged 19 SP:Iteration 49Q (10715.420805 sec): 3 clusters Score: Raw -1505205.804029 + Penalty 3027.160488 = -1502178.643541 nChanged 17 SP:Iteration 50Q (10715.485331 sec): 3 clusters Score: Raw -1505209.608370 + Penalty 3027.160488 = -1502182.447882 nChanged 25 SP:Iteration 51Q (10715.544627 sec): 3 clusters Score: Raw -1505217.266480 + Penalty 3027.160488 = -1502190.105992 nChanged 19 SP:Iteration 52Q (10715.606289 sec): 3 clusters Score: Raw -1505222.325027 + Penalty 3027.160488 = -1502195.164539 nChanged 18 SP:Iteration 53Q (10715.669331 sec): 3 clusters Score: Raw -1505226.166324 + Penalty 3027.160488 = -1502199.005837 nChanged 14 SP:Iteration 54Q (10715.735162 sec): 3 clusters Score: Raw -1505230.736733 + Penalty 3027.160488 = -1502203.576245 nChanged 15 SP:Iteration 55Q (10715.800816 sec): 3 clusters Score: Raw -1505235.240295 + Penalty 3027.160488 = -1502208.079808 nChanged 16 SP:Iteration 56Q (10715.861923 sec): 3 clusters Score: Raw -1505239.848571 + Penalty 3027.160488 = -1502212.688083 nChanged 16 SP:Iteration 57Q (10715.918799 sec): 3 clusters Score: Raw -1505244.331861 + Penalty 3027.160488 = -1502217.171373 nChanged 17 SP:Iteration 58Q (10715.981430 sec): 3 clusters Score: Raw -1505249.855074 + Penalty 3027.160488 = -1502222.694586 nChanged 14 SP:Iteration 59Q (10716.044162 sec): 3 clusters Score: Raw -1505253.226427 + Penalty 3027.160488 = -1502226.065940 nChanged 9 SP:Iteration 60F (10716.107769 sec): 3 clusters Score: Raw -1505255.590293 + Penalty 3027.160488 = -1502228.429805 nChanged 10 SP:Iteration 61Q (10716.170220 sec): 3 clusters Score: Raw -1505258.252001 + Penalty 3027.160488 = -1502231.091513 nChanged 8 SP:Iteration 62Q (10716.233303 sec): 3 clusters Score: Raw -1505260.548806 + Penalty 3027.160488 = -1502233.388319 nChanged 7 SP:Iteration 63Q (10716.296163 sec): 3 clusters Score: Raw -1505262.284419 + Penalty 3027.160488 = -1502235.123931 nChanged 7 SP:Iteration 64Q (10716.352151 sec): 3 clusters Score: Raw -1505263.348420 + Penalty 3027.160488 = -1502236.187932 nChanged 5 SP:Iteration 65Q (10716.414550 sec): 3 clusters Score: Raw -1505264.450958 + Penalty 3027.160488 = -1502237.290470 nChanged 2 SP:Iteration 66Q (10716.476109 sec): 3 clusters Score: Raw -1505265.150394 + Penalty 3027.160488 = -1502237.989906 nChanged 4 SP:Iteration 67Q (10716.538918 sec): 3 clusters Score: Raw -1505266.098205 + Penalty 3027.160488 = -1502238.937717 nChanged 2 SP:Iteration 68Q (10716.603010 sec): 3 clusters Score: Raw -1505266.399801 + Penalty 3027.160488 = -1502239.239313 nChanged 0 SP:Iteration 69F (10716.668152 sec): 3 clusters Score: Raw -1505266.399801 + Penalty 3027.160488 = -1502239.239313 nChanged 0 Trying to split cluster 4 (244525 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10716.946466 sec): 2 clusters Score: Raw -32728691.835996 + Penalty 2016.149335 = -32726675.686660 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10717.358312 sec): 3 clusters Score: Raw -32566235.299587 + Penalty 4032.298670 = -32562203.000917 nChanged 118694 SP:Iteration 1F (10717.764517 sec): 3 clusters Score: Raw -32637422.012914 + Penalty 4032.298670 = -32633389.714243 nChanged 8752 SP:Iteration 2Q (10718.201811 sec): 3 clusters Score: Raw -32640008.811217 + Penalty 4032.298670 = -32635976.512547 nChanged 9746 SP:Iteration 3Q (10718.638285 sec): 3 clusters Score: Raw -32643438.040883 + Penalty 4032.298670 = -32639405.742213 nChanged 11271 SP:Iteration 4Q (10719.063934 sec): 3 clusters Score: Raw -32648152.501522 + Penalty 4032.298670 = -32644120.202852 nChanged 13029 SP:Iteration 5F (10719.472372 sec): 3 clusters Score: Raw -32654216.035466 + Penalty 4032.298670 = -32650183.736795 nChanged 14042 SP:Iteration 6F (10719.884249 sec): 3 clusters Score: Raw -32661130.774541 + Penalty 4032.298670 = -32657098.475870 nChanged 13979 SP:Iteration 7F (10720.319500 sec): 3 clusters Score: Raw -32668104.523515 + Penalty 4032.298670 = -32664072.224844 nChanged 13165 SP:Iteration 8F (10720.758952 sec): 3 clusters Score: Raw -32674316.005756 + Penalty 4032.298670 = -32670283.707086 nChanged 11437 SP:Iteration 9Q (10721.222567 sec): 3 clusters Score: Raw -32679397.046993 + Penalty 4032.298670 = -32675364.748322 nChanged 10095 SP:Iteration 10Q (10721.694667 sec): 3 clusters Score: Raw -32684067.060597 + Penalty 4032.298670 = -32680034.761926 nChanged 9186 SP:Iteration 11Q (10722.156582 sec): 3 clusters Score: Raw -32688777.149807 + Penalty 4032.298670 = -32684744.851137 nChanged 8679 SP:Iteration 12Q (10722.632251 sec): 3 clusters Score: Raw -32693526.225748 + Penalty 4032.298670 = -32689493.927078 nChanged 7877 SP:Iteration 13Q (10723.102492 sec): 3 clusters Score: Raw -32697226.804698 + Penalty 4032.298670 = -32693194.506027 nChanged 6195 SP:Iteration 14Q (10723.558296 sec): 3 clusters Score: Raw -32699345.136457 + Penalty 4032.298670 = -32695312.837787 nChanged 4336 SP:Iteration 15Q (10724.006886 sec): 3 clusters Score: Raw -32700386.260391 + Penalty 4032.298670 = -32696353.961721 nChanged 2994 SP:Iteration 16Q (10724.463874 sec): 3 clusters Score: Raw -32700989.070993 + Penalty 4032.298670 = -32696956.772323 nChanged 2492 SP:Iteration 17Q (10724.927851 sec): 3 clusters Score: Raw -32701475.999244 + Penalty 4032.298670 = -32697443.700573 nChanged 2317 SP:Iteration 18Q (10725.386821 sec): 3 clusters Score: Raw -32701910.451284 + Penalty 4032.298670 = -32697878.152614 nChanged 2267 SP:Iteration 19Q (10725.842818 sec): 3 clusters Score: Raw -32702328.657623 + Penalty 4032.298670 = -32698296.358952 nChanged 2387 SP:Iteration 20F (10726.287239 sec): 3 clusters Score: Raw -32702779.177972 + Penalty 4032.298670 = -32698746.879302 nChanged 2405 SP:Iteration 21Q (10726.738401 sec): 3 clusters Score: Raw -32703239.038258 + Penalty 4032.298670 = -32699206.739587 nChanged 2408 SP:Iteration 22Q (10727.191504 sec): 3 clusters Score: Raw -32703693.101535 + Penalty 4032.298670 = -32699660.802865 nChanged 2475 SP:Iteration 23Q (10727.643228 sec): 3 clusters Score: Raw -32704158.038189 + Penalty 4032.298670 = -32700125.739519 nChanged 2519 SP:Iteration 24Q (10728.097575 sec): 3 clusters Score: Raw -32704650.364936 + Penalty 4032.298670 = -32700618.066266 nChanged 2654 SP:Iteration 25Q (10728.545562 sec): 3 clusters Score: Raw -32705194.374527 + Penalty 4032.298670 = -32701162.075857 nChanged 2750 SP:Iteration 26Q (10728.998308 sec): 3 clusters Score: Raw -32705773.462237 + Penalty 4032.298670 = -32701741.163567 nChanged 2885 SP:Iteration 27Q (10729.424233 sec): 3 clusters Score: Raw -32706408.221320 + Penalty 4032.298670 = -32702375.922649 nChanged 3010 SP:Iteration 28Q (10729.871353 sec): 3 clusters Score: Raw -32707081.736355 + Penalty 4032.298670 = -32703049.437685 nChanged 3068 SP:Iteration 29Q (10730.313858 sec): 3 clusters Score: Raw -32707789.922013 + Penalty 4032.298670 = -32703757.623342 nChanged 3130 SP:Iteration 30Q (10730.750206 sec): 3 clusters Score: Raw -32708529.297404 + Penalty 4032.298670 = -32704496.998734 nChanged 3112 SP:Iteration 31Q (10731.182881 sec): 3 clusters Score: Raw -32709282.793120 + Penalty 4032.298670 = -32705250.494449 nChanged 3203 SP:Iteration 32Q (10731.622353 sec): 3 clusters Score: Raw -32710066.533303 + Penalty 4032.298670 = -32706034.234632 nChanged 3142 SP:Iteration 33Q (10732.056521 sec): 3 clusters Score: Raw -32710850.234638 + Penalty 4032.298670 = -32706817.935968 nChanged 3131 SP:Iteration 34Q (10732.484578 sec): 3 clusters Score: Raw -32711668.772533 + Penalty 4032.298670 = -32707636.473863 nChanged 3207 SP:Iteration 35Q (10732.874261 sec): 3 clusters Score: Raw -32712531.882359 + Penalty 4032.298670 = -32708499.583689 nChanged 3188 SP:Iteration 36Q (10733.266765 sec): 3 clusters Score: Raw -32713427.192823 + Penalty 4032.298670 = -32709394.894153 nChanged 3185 SP:Iteration 37Q (10733.648276 sec): 3 clusters Score: Raw -32714351.674196 + Penalty 4032.298670 = -32710319.375525 nChanged 3208 SP:Iteration 38Q (10734.043469 sec): 3 clusters Score: Raw -32715337.297687 + Penalty 4032.298670 = -32711304.999016 nChanged 3183 SP:Iteration 39Q (10734.433873 sec): 3 clusters Score: Raw -32716363.426455 + Penalty 4032.298670 = -32712331.127784 nChanged 3156 SP:Iteration 40F (10734.854341 sec): 3 clusters Score: Raw -32717431.267909 + Penalty 4032.298670 = -32713398.969238 nChanged 3060 SP:Iteration 41Q (10735.239867 sec): 3 clusters Score: Raw -32718497.507905 + Penalty 4032.298670 = -32714465.209235 nChanged 2944 SP:Iteration 42Q (10735.627578 sec): 3 clusters Score: Raw -32719562.273512 + Penalty 4032.298670 = -32715529.974841 nChanged 2793 SP:Iteration 43Q (10736.005308 sec): 3 clusters Score: Raw -32720610.150017 + Penalty 4032.298670 = -32716577.851347 nChanged 2656 SP:Iteration 44Q (10736.383186 sec): 3 clusters Score: Raw -32721634.441749 + Penalty 4032.298670 = -32717602.143078 nChanged 2476 SP:Iteration 45Q (10736.760849 sec): 3 clusters Score: Raw -32722620.731137 + Penalty 4032.298670 = -32718588.432467 nChanged 2285 SP:Iteration 46Q (10737.122342 sec): 3 clusters Score: Raw -32723542.658813 + Penalty 4032.298670 = -32719510.360143 nChanged 2114 SP:Iteration 47Q (10737.468247 sec): 3 clusters Score: Raw -32724413.690692 + Penalty 4032.298670 = -32720381.392022 nChanged 1903 SP:Iteration 48Q (10737.812401 sec): 3 clusters Score: Raw -32725224.682308 + Penalty 4032.298670 = -32721192.383638 nChanged 1748 SP:Iteration 49Q (10738.179023 sec): 3 clusters Score: Raw -32725977.272106 + Penalty 4032.298670 = -32721944.973436 nChanged 1539 SP:Iteration 50Q (10738.510844 sec): 3 clusters Score: Raw -32726648.736793 + Penalty 4032.298670 = -32722616.438122 nChanged 1296 SP:Iteration 51Q (10738.848049 sec): 3 clusters Score: Raw -32727194.812360 + Penalty 4032.298670 = -32723162.513690 nChanged 1086 SP:Iteration 52Q (10739.186224 sec): 3 clusters Score: Raw -32727653.833856 + Penalty 4032.298670 = -32723621.535186 nChanged 860 SP:Iteration 53Q (10739.536651 sec): 3 clusters Score: Raw -32727994.513814 + Penalty 4032.298670 = -32723962.215144 nChanged 712 SP:Iteration 54Q (10739.883280 sec): 3 clusters Score: Raw -32728277.530046 + Penalty 4032.298670 = -32724245.231375 nChanged 580 SP:Iteration 55Q (10740.227286 sec): 3 clusters Score: Raw -32728493.623817 + Penalty 4032.298670 = -32724461.325146 nChanged 446 SP:Iteration 56Q (10740.574764 sec): 3 clusters Score: Raw -32728648.505513 + Penalty 4032.298670 = -32724616.206843 nChanged 373 SP:Iteration 57Q (10740.941690 sec): 3 clusters Score: Raw -32728774.813091 + Penalty 4032.298670 = -32724742.514420 nChanged 270 SP:Iteration 58Q (10741.310346 sec): 3 clusters Score: Raw -32728861.234907 + Penalty 4032.298670 = -32724828.936237 nChanged 240 SP:Iteration 59Q (10741.656601 sec): 3 clusters Score: Raw -32728937.766879 + Penalty 4032.298670 = -32724905.468209 nChanged 191 SP:Iteration 60F (10742.056988 sec): 3 clusters Score: Raw -32728996.185962 + Penalty 4032.298670 = -32724963.887292 nChanged 151 SP:Iteration 61Q (10742.392048 sec): 3 clusters Score: Raw -32729040.072593 + Penalty 4032.298670 = -32725007.773922 nChanged 115 SP:Iteration 62Q (10742.725258 sec): 3 clusters Score: Raw -32729077.597128 + Penalty 4032.298670 = -32725045.298457 nChanged 111 SP:Iteration 63Q (10743.059625 sec): 3 clusters Score: Raw -32729111.602165 + Penalty 4032.298670 = -32725079.303495 nChanged 85 SP:Iteration 64Q (10743.393724 sec): 3 clusters Score: Raw -32729136.887413 + Penalty 4032.298670 = -32725104.588742 nChanged 86 SP:Iteration 65Q (10743.728528 sec): 3 clusters Score: Raw -32729162.235863 + Penalty 4032.298670 = -32725129.937192 nChanged 67 SP:Iteration 66Q (10744.061926 sec): 3 clusters Score: Raw -32729180.887867 + Penalty 4032.298670 = -32725148.589196 nChanged 61 SP:Iteration 67Q (10744.377478 sec): 3 clusters Score: Raw -32729197.583389 + Penalty 4032.298670 = -32725165.284719 nChanged 52 SP:Iteration 68Q (10744.714969 sec): 3 clusters Score: Raw -32729208.045790 + Penalty 4032.298670 = -32725175.747120 nChanged 26 SP:Iteration 69Q (10745.063470 sec): 3 clusters Score: Raw -32729213.390862 + Penalty 4032.298670 = -32725181.092192 nChanged 19 SP:Iteration 70Q (10745.437376 sec): 3 clusters Score: Raw -32729218.598399 + Penalty 4032.298670 = -32725186.299729 nChanged 23 SP:Iteration 71Q (10745.801706 sec): 3 clusters Score: Raw -32729224.117050 + Penalty 4032.298670 = -32725191.818380 nChanged 18 SP:Iteration 72Q (10746.158998 sec): 3 clusters Score: Raw -32729227.914427 + Penalty 4032.298670 = -32725195.615756 nChanged 15 SP:Iteration 73Q (10746.524182 sec): 3 clusters Score: Raw -32729230.786281 + Penalty 4032.298670 = -32725198.487610 nChanged 18 SP:Iteration 74Q (10746.883717 sec): 3 clusters Score: Raw -32729234.400239 + Penalty 4032.298670 = -32725202.101568 nChanged 16 SP:Iteration 75Q (10747.258628 sec): 3 clusters Score: Raw -32729238.275429 + Penalty 4032.298670 = -32725205.976759 nChanged 13 SP:Iteration 76Q (10747.615326 sec): 3 clusters Score: Raw -32729240.704206 + Penalty 4032.298670 = -32725208.405536 nChanged 8 SP:Iteration 77Q (10747.987046 sec): 3 clusters Score: Raw -32729242.594337 + Penalty 4032.298670 = -32725210.295666 nChanged 7 SP:Iteration 78Q (10748.355020 sec): 3 clusters Score: Raw -32729243.991898 + Penalty 4032.298670 = -32725211.693227 nChanged 5 SP:Iteration 79Q (10748.723494 sec): 3 clusters Score: Raw -32729244.985808 + Penalty 4032.298670 = -32725212.687137 nChanged 4 SP:Iteration 80F (10749.169658 sec): 3 clusters Score: Raw -32729245.804918 + Penalty 4032.298670 = -32725213.506247 nChanged 3 SP:Iteration 81Q (10749.529905 sec): 3 clusters Score: Raw -32729246.510170 + Penalty 4032.298670 = -32725214.211499 nChanged 3 SP:Iteration 82Q (10749.906121 sec): 3 clusters Score: Raw -32729246.879007 + Penalty 4032.298670 = -32725214.580336 nChanged 1 SP:Iteration 83Q (10750.279328 sec): 3 clusters Score: Raw -32729247.114180 + Penalty 4032.298670 = -32725214.815510 nChanged 3 SP:Iteration 84Q (10750.629565 sec): 3 clusters Score: Raw -32729247.403173 + Penalty 4032.298670 = -32725215.104502 nChanged 0 SP:Iteration 85F (10751.085979 sec): 3 clusters Score: Raw -32729247.403173 + Penalty 4032.298670 = -32725215.104502 nChanged 0 Trying to split cluster 5 (45652 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10751.178142 sec): 2 clusters Score: Raw -6083282.226024 + Penalty 1743.430438 = -6081538.795586 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10751.311989 sec): 3 clusters Score: Raw -6054429.208395 + Penalty 3486.860876 = -6050942.347519 nChanged 21473 SP:Iteration 1F (10751.435489 sec): 3 clusters Score: Raw -6067071.130080 + Penalty 3486.860876 = -6063584.269204 nChanged 1944 SP:Iteration 2Q (10751.561249 sec): 3 clusters Score: Raw -6067751.234999 + Penalty 3486.860876 = -6064264.374122 nChanged 1994 SP:Iteration 3Q (10751.691065 sec): 3 clusters Score: Raw -6068552.842956 + Penalty 3486.860876 = -6065065.982080 nChanged 2151 SP:Iteration 4Q (10751.809789 sec): 3 clusters Score: Raw -6069554.674000 + Penalty 3486.860876 = -6066067.813124 nChanged 2325 SP:Iteration 5F (10751.932950 sec): 3 clusters Score: Raw -6070891.915799 + Penalty 3486.860876 = -6067405.054922 nChanged 2593 SP:Iteration 6F (10752.046465 sec): 3 clusters Score: Raw -6072735.869732 + Penalty 3486.860876 = -6069249.008855 nChanged 2799 SP:Iteration 7F (10752.172380 sec): 3 clusters Score: Raw -6074759.445044 + Penalty 3486.860876 = -6071272.584168 nChanged 2476 SP:Iteration 8F (10752.299061 sec): 3 clusters Score: Raw -6076191.534451 + Penalty 3486.860876 = -6072704.673574 nChanged 1775 SP:Iteration 9Q (10752.426331 sec): 3 clusters Score: Raw -6076849.985923 + Penalty 3486.860876 = -6073363.125047 nChanged 1087 SP:Iteration 10Q (10752.554035 sec): 3 clusters Score: Raw -6077110.752793 + Penalty 3486.860876 = -6073623.891917 nChanged 668 SP:Iteration 11Q (10752.668792 sec): 3 clusters Score: Raw -6077236.817049 + Penalty 3486.860876 = -6073749.956172 nChanged 525 SP:Iteration 12Q (10752.800633 sec): 3 clusters Score: Raw -6077336.502323 + Penalty 3486.860876 = -6073849.641446 nChanged 453 SP:Iteration 13Q (10752.923634 sec): 3 clusters Score: Raw -6077426.421447 + Penalty 3486.860876 = -6073939.560570 nChanged 474 SP:Iteration 14Q (10753.053674 sec): 3 clusters Score: Raw -6077522.400897 + Penalty 3486.860876 = -6074035.540020 nChanged 477 SP:Iteration 15Q (10753.178495 sec): 3 clusters Score: Raw -6077621.835424 + Penalty 3486.860876 = -6074134.974548 nChanged 494 SP:Iteration 16Q (10753.302238 sec): 3 clusters Score: Raw -6077729.576164 + Penalty 3486.860876 = -6074242.715288 nChanged 540 SP:Iteration 17Q (10753.435899 sec): 3 clusters Score: Raw -6077858.090892 + Penalty 3486.860876 = -6074371.230016 nChanged 549 SP:Iteration 18Q (10753.554909 sec): 3 clusters Score: Raw -6077984.695340 + Penalty 3486.860876 = -6074497.834464 nChanged 516 SP:Iteration 19Q (10753.684568 sec): 3 clusters Score: Raw -6078103.816265 + Penalty 3486.860876 = -6074616.955389 nChanged 549 SP:Iteration 20F (10753.813694 sec): 3 clusters Score: Raw -6078245.157358 + Penalty 3486.860876 = -6074758.296482 nChanged 601 SP:Iteration 21Q (10753.933238 sec): 3 clusters Score: Raw -6078400.907311 + Penalty 3486.860876 = -6074914.046434 nChanged 601 SP:Iteration 22Q (10754.060460 sec): 3 clusters Score: Raw -6078567.046320 + Penalty 3486.860876 = -6075080.185443 nChanged 614 SP:Iteration 23Q (10754.182621 sec): 3 clusters Score: Raw -6078745.705595 + Penalty 3486.860876 = -6075258.844719 nChanged 638 SP:Iteration 24Q (10754.308596 sec): 3 clusters Score: Raw -6078926.961921 + Penalty 3486.860876 = -6075440.101045 nChanged 675 SP:Iteration 25Q (10754.437438 sec): 3 clusters Score: Raw -6079128.922615 + Penalty 3486.860876 = -6075642.061739 nChanged 656 SP:Iteration 26Q (10754.568902 sec): 3 clusters Score: Raw -6079332.114184 + Penalty 3486.860876 = -6075845.253307 nChanged 643 SP:Iteration 27Q (10754.683941 sec): 3 clusters Score: Raw -6079532.838212 + Penalty 3486.860876 = -6076045.977336 nChanged 650 SP:Iteration 28Q (10754.812007 sec): 3 clusters Score: Raw -6079735.221620 + Penalty 3486.860876 = -6076248.360743 nChanged 647 SP:Iteration 29Q (10754.933061 sec): 3 clusters Score: Raw -6079928.090020 + Penalty 3486.860876 = -6076441.229143 nChanged 600 SP:Iteration 30Q (10755.062016 sec): 3 clusters Score: Raw -6080103.064217 + Penalty 3486.860876 = -6076616.203340 nChanged 572 SP:Iteration 31Q (10755.181365 sec): 3 clusters Score: Raw -6080267.354696 + Penalty 3486.860876 = -6076780.493820 nChanged 575 SP:Iteration 32Q (10755.308704 sec): 3 clusters Score: Raw -6080428.043344 + Penalty 3486.860876 = -6076941.182467 nChanged 519 SP:Iteration 33Q (10755.428503 sec): 3 clusters Score: Raw -6080567.715753 + Penalty 3486.860876 = -6077080.854877 nChanged 488 SP:Iteration 34Q (10755.551385 sec): 3 clusters Score: Raw -6080698.625203 + Penalty 3486.860876 = -6077211.764327 nChanged 502 SP:Iteration 35Q (10755.673154 sec): 3 clusters Score: Raw -6080845.564831 + Penalty 3486.860876 = -6077358.703955 nChanged 506 SP:Iteration 36Q (10755.809747 sec): 3 clusters Score: Raw -6080991.043603 + Penalty 3486.860876 = -6077504.182727 nChanged 485 SP:Iteration 37Q (10755.928180 sec): 3 clusters Score: Raw -6081132.582127 + Penalty 3486.860876 = -6077645.721250 nChanged 479 SP:Iteration 38Q (10756.043677 sec): 3 clusters Score: Raw -6081288.674911 + Penalty 3486.860876 = -6077801.814035 nChanged 494 SP:Iteration 39Q (10756.171273 sec): 3 clusters Score: Raw -6081463.524120 + Penalty 3486.860876 = -6077976.663244 nChanged 481 SP:Iteration 40F (10756.291989 sec): 3 clusters Score: Raw -6081666.044951 + Penalty 3486.860876 = -6078179.184075 nChanged 491 SP:Iteration 41Q (10756.400000 sec): 3 clusters Score: Raw -6081917.555310 + Penalty 3486.860876 = -6078430.694434 nChanged 467 SP:Iteration 42Q (10756.522598 sec): 3 clusters Score: Raw -6082151.884421 + Penalty 3486.860876 = -6078665.023545 nChanged 444 SP:Iteration 43Q (10756.634106 sec): 3 clusters Score: Raw -6082384.422514 + Penalty 3486.860876 = -6078897.561637 nChanged 446 SP:Iteration 44Q (10756.761634 sec): 3 clusters Score: Raw -6082622.636474 + Penalty 3486.860876 = -6079135.775598 nChanged 420 SP:Iteration 45Q (10756.877310 sec): 3 clusters Score: Raw -6082828.083377 + Penalty 3486.860876 = -6079341.222501 nChanged 391 SP:Iteration 46Q (10756.998121 sec): 3 clusters Score: Raw -6083013.522700 + Penalty 3486.860876 = -6079526.661824 nChanged 366 SP:Iteration 47Q (10757.112475 sec): 3 clusters Score: Raw -6083175.866063 + Penalty 3486.860876 = -6079689.005187 nChanged 337 SP:Iteration 48Q (10757.218869 sec): 3 clusters Score: Raw -6083306.628518 + Penalty 3486.860876 = -6079819.767641 nChanged 305 SP:Iteration 49Q (10757.340035 sec): 3 clusters Score: Raw -6083411.076316 + Penalty 3486.860876 = -6079924.215439 nChanged 234 SP:Iteration 50Q (10757.447873 sec): 3 clusters Score: Raw -6083475.631059 + Penalty 3486.860876 = -6079988.770183 nChanged 204 SP:Iteration 51Q (10757.571284 sec): 3 clusters Score: Raw -6083529.161001 + Penalty 3486.860876 = -6080042.300125 nChanged 170 SP:Iteration 52Q (10757.680513 sec): 3 clusters Score: Raw -6083571.179524 + Penalty 3486.860876 = -6080084.318648 nChanged 147 SP:Iteration 53Q (10757.796466 sec): 3 clusters Score: Raw -6083602.128979 + Penalty 3486.860876 = -6080115.268103 nChanged 161 SP:Iteration 54Q (10757.921586 sec): 3 clusters Score: Raw -6083638.284265 + Penalty 3486.860876 = -6080151.423389 nChanged 143 SP:Iteration 55Q (10758.037208 sec): 3 clusters Score: Raw -6083670.671240 + Penalty 3486.860876 = -6080183.810363 nChanged 124 SP:Iteration 56Q (10758.152647 sec): 3 clusters Score: Raw -6083695.376756 + Penalty 3486.860876 = -6080208.515879 nChanged 123 SP:Iteration 57Q (10758.264825 sec): 3 clusters Score: Raw -6083720.461854 + Penalty 3486.860876 = -6080233.600977 nChanged 108 SP:Iteration 58Q (10758.372219 sec): 3 clusters Score: Raw -6083744.700199 + Penalty 3486.860876 = -6080257.839323 nChanged 93 SP:Iteration 59Q (10758.496621 sec): 3 clusters Score: Raw -6083761.916629 + Penalty 3486.860876 = -6080275.055753 nChanged 74 SP:Iteration 60F (10758.613699 sec): 3 clusters Score: Raw -6083773.489002 + Penalty 3486.860876 = -6080286.628125 nChanged 75 SP:Iteration 61Q (10758.729077 sec): 3 clusters Score: Raw -6083785.242754 + Penalty 3486.860876 = -6080298.381878 nChanged 76 SP:Iteration 62Q (10758.841289 sec): 3 clusters Score: Raw -6083800.982863 + Penalty 3486.860876 = -6080314.121986 nChanged 79 SP:Iteration 63Q (10758.967127 sec): 3 clusters Score: Raw -6083817.204377 + Penalty 3486.860876 = -6080330.343500 nChanged 87 SP:Iteration 64Q (10759.084197 sec): 3 clusters Score: Raw -6083831.176489 + Penalty 3486.860876 = -6080344.315613 nChanged 72 SP:Iteration 65Q (10759.196945 sec): 3 clusters Score: Raw -6083842.945861 + Penalty 3486.860876 = -6080356.084984 nChanged 54 SP:Iteration 66Q (10759.314990 sec): 3 clusters Score: Raw -6083851.132957 + Penalty 3486.860876 = -6080364.272081 nChanged 55 SP:Iteration 67Q (10759.429099 sec): 3 clusters Score: Raw -6083858.463857 + Penalty 3486.860876 = -6080371.602980 nChanged 57 SP:Iteration 68Q (10759.544846 sec): 3 clusters Score: Raw -6083866.798815 + Penalty 3486.860876 = -6080379.937939 nChanged 60 SP:Iteration 69Q (10759.656089 sec): 3 clusters Score: Raw -6083875.263926 + Penalty 3486.860876 = -6080388.403050 nChanged 59 SP:Iteration 70Q (10759.770879 sec): 3 clusters Score: Raw -6083884.921163 + Penalty 3486.860876 = -6080398.060287 nChanged 60 SP:Iteration 71Q (10759.876006 sec): 3 clusters Score: Raw -6083893.351324 + Penalty 3486.860876 = -6080406.490447 nChanged 49 SP:Iteration 72Q (10759.996467 sec): 3 clusters Score: Raw -6083898.482856 + Penalty 3486.860876 = -6080411.621979 nChanged 37 SP:Iteration 73Q (10760.093113 sec): 3 clusters Score: Raw -6083902.685254 + Penalty 3486.860876 = -6080415.824378 nChanged 35 SP:Iteration 74Q (10760.206016 sec): 3 clusters Score: Raw -6083906.545849 + Penalty 3486.860876 = -6080419.684973 nChanged 36 SP:Iteration 75Q (10760.319303 sec): 3 clusters Score: Raw -6083910.525698 + Penalty 3486.860876 = -6080423.664822 nChanged 35 SP:Iteration 76Q (10760.434265 sec): 3 clusters Score: Raw -6083914.492170 + Penalty 3486.860876 = -6080427.631293 nChanged 23 SP:Iteration 77Q (10760.550094 sec): 3 clusters Score: Raw -6083916.630910 + Penalty 3486.860876 = -6080429.770033 nChanged 12 SP:Iteration 78Q (10760.665752 sec): 3 clusters Score: Raw -6083917.442984 + Penalty 3486.860876 = -6080430.582107 nChanged 8 SP:Iteration 79Q (10760.781757 sec): 3 clusters Score: Raw -6083918.099105 + Penalty 3486.860876 = -6080431.238229 nChanged 12 SP:Iteration 80F (10760.894504 sec): 3 clusters Score: Raw -6083918.875315 + Penalty 3486.860876 = -6080432.014438 nChanged 9 SP:Iteration 81Q (10761.010610 sec): 3 clusters Score: Raw -6083919.645175 + Penalty 3486.860876 = -6080432.784298 nChanged 14 SP:Iteration 82Q (10761.112468 sec): 3 clusters Score: Raw -6083920.960523 + Penalty 3486.860876 = -6080434.099647 nChanged 18 SP:Iteration 83Q (10761.216209 sec): 3 clusters Score: Raw -6083922.326286 + Penalty 3486.860876 = -6080435.465409 nChanged 15 SP:Iteration 84Q (10761.323052 sec): 3 clusters Score: Raw -6083923.498918 + Penalty 3486.860876 = -6080436.638042 nChanged 15 SP:Iteration 85Q (10761.434682 sec): 3 clusters Score: Raw -6083924.794316 + Penalty 3486.860876 = -6080437.933439 nChanged 11 SP:Iteration 86Q (10761.540085 sec): 3 clusters Score: Raw -6083925.631697 + Penalty 3486.860876 = -6080438.770821 nChanged 13 SP:Iteration 87Q (10761.652115 sec): 3 clusters Score: Raw -6083926.616611 + Penalty 3486.860876 = -6080439.755734 nChanged 9 SP:Iteration 88Q (10761.766113 sec): 3 clusters Score: Raw -6083927.438251 + Penalty 3486.860876 = -6080440.577374 nChanged 15 SP:Iteration 89Q (10761.882493 sec): 3 clusters Score: Raw -6083928.867300 + Penalty 3486.860876 = -6080442.006423 nChanged 19 SP:Iteration 90Q (10761.999323 sec): 3 clusters Score: Raw -6083930.365734 + Penalty 3486.860876 = -6080443.504857 nChanged 20 SP:Iteration 91Q (10762.103916 sec): 3 clusters Score: Raw -6083931.801052 + Penalty 3486.860876 = -6080444.940175 nChanged 21 SP:Iteration 92Q (10762.216942 sec): 3 clusters Score: Raw -6083933.652228 + Penalty 3486.860876 = -6080446.791352 nChanged 24 SP:Iteration 93Q (10762.333844 sec): 3 clusters Score: Raw -6083936.005096 + Penalty 3486.860876 = -6080449.144219 nChanged 25 SP:Iteration 94Q (10762.450499 sec): 3 clusters Score: Raw -6083938.268845 + Penalty 3486.860876 = -6080451.407969 nChanged 23 SP:Iteration 95Q (10762.554799 sec): 3 clusters Score: Raw -6083940.741491 + Penalty 3486.860876 = -6080453.880615 nChanged 30 SP:Iteration 96Q (10762.669184 sec): 3 clusters Score: Raw -6083943.724353 + Penalty 3486.860876 = -6080456.863477 nChanged 26 SP:Iteration 97Q (10762.773331 sec): 3 clusters Score: Raw -6083946.346342 + Penalty 3486.860876 = -6080459.485465 nChanged 32 SP:Iteration 98Q (10762.887542 sec): 3 clusters Score: Raw -6083949.478826 + Penalty 3486.860876 = -6080462.617950 nChanged 30 SP:Iteration 99Q (10763.000185 sec): 3 clusters Score: Raw -6083952.046034 + Penalty 3486.860876 = -6080465.185158 nChanged 21 SP:Iteration 100F (10763.119758 sec): 3 clusters Score: Raw -6083953.713921 + Penalty 3486.860876 = -6080466.853045 nChanged 17 SP:Iteration 101Q (10763.228898 sec): 3 clusters Score: Raw -6083955.117747 + Penalty 3486.860876 = -6080468.256871 nChanged 18 SP:Iteration 102Q (10763.333298 sec): 3 clusters Score: Raw -6083956.683602 + Penalty 3486.860876 = -6080469.822726 nChanged 20 SP:Iteration 103Q (10763.441368 sec): 3 clusters Score: Raw -6083958.578808 + Penalty 3486.860876 = -6080471.717931 nChanged 18 SP:Iteration 104Q (10763.532675 sec): 3 clusters Score: Raw -6083960.260294 + Penalty 3486.860876 = -6080473.399418 nChanged 14 SP:Iteration 105Q (10763.638824 sec): 3 clusters Score: Raw -6083961.392838 + Penalty 3486.860876 = -6080474.531961 nChanged 14 SP:Iteration 106Q (10763.744291 sec): 3 clusters Score: Raw -6083963.252675 + Penalty 3486.860876 = -6080476.391798 nChanged 19 SP:Iteration 107Q (10763.843690 sec): 3 clusters Score: Raw -6083965.513892 + Penalty 3486.860876 = -6080478.653016 nChanged 23 SP:Iteration 108Q (10763.939514 sec): 3 clusters Score: Raw -6083968.300773 + Penalty 3486.860876 = -6080481.439896 nChanged 25 SP:Iteration 109Q (10764.049357 sec): 3 clusters Score: Raw -6083970.674336 + Penalty 3486.860876 = -6080483.813459 nChanged 22 SP:Iteration 110Q (10764.141222 sec): 3 clusters Score: Raw -6083973.122904 + Penalty 3486.860876 = -6080486.262027 nChanged 29 SP:Iteration 111Q (10764.234429 sec): 3 clusters Score: Raw -6083975.946069 + Penalty 3486.860876 = -6080489.085193 nChanged 24 SP:Iteration 112Q (10764.346181 sec): 3 clusters Score: Raw -6083978.414418 + Penalty 3486.860876 = -6080491.553542 nChanged 25 SP:Iteration 113Q (10764.446532 sec): 3 clusters Score: Raw -6083981.205739 + Penalty 3486.860876 = -6080494.344863 nChanged 25 SP:Iteration 114Q (10764.552811 sec): 3 clusters Score: Raw -6083983.391008 + Penalty 3486.860876 = -6080496.530132 nChanged 18 SP:Iteration 115Q (10764.628924 sec): 3 clusters Score: Raw -6083984.548374 + Penalty 3486.860876 = -6080497.687497 nChanged 13 SP:Iteration 116Q (10764.744582 sec): 3 clusters Score: Raw -6083985.549380 + Penalty 3486.860876 = -6080498.688504 nChanged 14 SP:Iteration 117Q (10764.855984 sec): 3 clusters Score: Raw -6083986.866521 + Penalty 3486.860876 = -6080500.005644 nChanged 19 SP:Iteration 118Q (10764.966109 sec): 3 clusters Score: Raw -6083988.421490 + Penalty 3486.860876 = -6080501.560614 nChanged 11 SP:Iteration 119Q (10765.076825 sec): 3 clusters Score: Raw -6083989.445853 + Penalty 3486.860876 = -6080502.584976 nChanged 11 SP:Iteration 120F (10765.198497 sec): 3 clusters Score: Raw -6083990.469529 + Penalty 3486.860876 = -6080503.608653 nChanged 11 SP:Iteration 121Q (10765.290905 sec): 3 clusters Score: Raw -6083991.304530 + Penalty 3486.860876 = -6080504.443653 nChanged 9 SP:Iteration 122Q (10765.388857 sec): 3 clusters Score: Raw -6083992.070221 + Penalty 3486.860876 = -6080505.209344 nChanged 10 SP:Iteration 123Q (10765.506760 sec): 3 clusters Score: Raw -6083992.732052 + Penalty 3486.860876 = -6080505.871176 nChanged 1 SP:Iteration 124Q (10765.616291 sec): 3 clusters Score: Raw -6083992.864491 + Penalty 3486.860876 = -6080506.003614 nChanged 2 SP:Iteration 125Q (10765.727089 sec): 3 clusters Score: Raw -6083992.988335 + Penalty 3486.860876 = -6080506.127459 nChanged 3 SP:Iteration 126Q (10765.835310 sec): 3 clusters Score: Raw -6083993.222620 + Penalty 3486.860876 = -6080506.361744 nChanged 3 SP:Iteration 127Q (10765.945451 sec): 3 clusters Score: Raw -6083993.459482 + Penalty 3486.860876 = -6080506.598606 nChanged 4 SP:Iteration 128Q (10766.045908 sec): 3 clusters Score: Raw -6083993.709635 + Penalty 3486.860876 = -6080506.848758 nChanged 5 SP:Iteration 129Q (10766.148575 sec): 3 clusters Score: Raw -6083994.243780 + Penalty 3486.860876 = -6080507.382904 nChanged 6 SP:Iteration 130Q (10766.248214 sec): 3 clusters Score: Raw -6083994.653064 + Penalty 3486.860876 = -6080507.792187 nChanged 2 SP:Iteration 131Q (10766.363347 sec): 3 clusters Score: Raw -6083994.802285 + Penalty 3486.860876 = -6080507.941409 nChanged 6 SP:Iteration 132Q (10766.480213 sec): 3 clusters Score: Raw -6083995.384724 + Penalty 3486.860876 = -6080508.523848 nChanged 7 SP:Iteration 133Q (10766.597122 sec): 3 clusters Score: Raw -6083996.242530 + Penalty 3486.860876 = -6080509.381654 nChanged 12 SP:Iteration 134Q (10766.711305 sec): 3 clusters Score: Raw -6083997.146258 + Penalty 3486.860876 = -6080510.285382 nChanged 4 SP:Iteration 135Q (10766.824658 sec): 3 clusters Score: Raw -6083997.331765 + Penalty 3486.860876 = -6080510.470888 nChanged 1 SP:Iteration 136Q (10766.919888 sec): 3 clusters Score: Raw -6083997.354781 + Penalty 3486.860876 = -6080510.493904 nChanged 1 SP:Iteration 137Q (10767.025474 sec): 3 clusters Score: Raw -6083997.417953 + Penalty 3486.860876 = -6080510.557076 nChanged 0 SP:Iteration 138F (10767.142807 sec): 3 clusters Score: Raw -6083997.417953 + Penalty 3486.860876 = -6080510.557076 nChanged 0 Trying to split cluster 6 (4033 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10767.157791 sec): 2 clusters Score: Raw -517396.302876 + Penalty 1349.118192 = -516047.184684 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10767.224900 sec): 3 clusters Score: Raw -515327.258699 + Penalty 2698.236383 = -512629.022316 nChanged 1604 SP:Iteration 1F (10767.260072 sec): 3 clusters Score: Raw -516259.946934 + Penalty 2698.236383 = -513561.710550 nChanged 328 SP:Iteration 2F (10767.314822 sec): 3 clusters Score: Raw -516459.454134 + Penalty 2698.236383 = -513761.217750 nChanged 245 SP:Iteration 3F (10767.369464 sec): 3 clusters Score: Raw -516601.204972 + Penalty 2698.236383 = -513902.968589 nChanged 188 SP:Iteration 4Q (10767.413310 sec): 3 clusters Score: Raw -516707.670568 + Penalty 2698.236383 = -514009.434185 nChanged 163 SP:Iteration 5Q (10767.467975 sec): 3 clusters Score: Raw -516798.523516 + Penalty 2698.236383 = -514100.287133 nChanged 143 SP:Iteration 6Q (10767.522555 sec): 3 clusters Score: Raw -516873.666245 + Penalty 2698.236383 = -514175.429861 nChanged 113 SP:Iteration 7Q (10767.577454 sec): 3 clusters Score: Raw -516933.837961 + Penalty 2698.236383 = -514235.601577 nChanged 114 SP:Iteration 8Q (10767.632295 sec): 3 clusters Score: Raw -516981.551725 + Penalty 2698.236383 = -514283.315342 nChanged 94 SP:Iteration 9Q (10767.687195 sec): 3 clusters Score: Raw -517024.124852 + Penalty 2698.236383 = -514325.888468 nChanged 84 SP:Iteration 10Q (10767.753324 sec): 3 clusters Score: Raw -517064.280725 + Penalty 2698.236383 = -514366.044342 nChanged 84 SP:Iteration 11Q (10767.796899 sec): 3 clusters Score: Raw -517101.873122 + Penalty 2698.236383 = -514403.636739 nChanged 90 SP:Iteration 12Q (10767.851943 sec): 3 clusters Score: Raw -517145.792061 + Penalty 2698.236383 = -514447.555678 nChanged 99 SP:Iteration 13Q (10767.903487 sec): 3 clusters Score: Raw -517194.255539 + Penalty 2698.236383 = -514496.019155 nChanged 92 SP:Iteration 14Q (10767.959501 sec): 3 clusters Score: Raw -517241.939394 + Penalty 2698.236383 = -514543.703010 nChanged 93 SP:Iteration 15Q (10768.014317 sec): 3 clusters Score: Raw -517290.400375 + Penalty 2698.236383 = -514592.163991 nChanged 89 SP:Iteration 16Q (10768.068942 sec): 3 clusters Score: Raw -517340.689044 + Penalty 2698.236383 = -514642.452660 nChanged 77 SP:Iteration 17Q (10768.123472 sec): 3 clusters Score: Raw -517387.420688 + Penalty 2698.236383 = -514689.184305 nChanged 73 SP:Iteration 18Q (10768.178242 sec): 3 clusters Score: Raw -517430.506858 + Penalty 2698.236383 = -514732.270475 nChanged 80 SP:Iteration 19Q (10768.225669 sec): 3 clusters Score: Raw -517482.506756 + Penalty 2698.236383 = -514784.270373 nChanged 82 SP:Iteration 20F (10768.280578 sec): 3 clusters Score: Raw -517537.964002 + Penalty 2698.236383 = -514839.727618 nChanged 72 SP:Iteration 21Q (10768.334846 sec): 3 clusters Score: Raw -517586.749201 + Penalty 2698.236383 = -514888.512818 nChanged 80 SP:Iteration 22Q (10768.389281 sec): 3 clusters Score: Raw -517644.440971 + Penalty 2698.236383 = -514946.204588 nChanged 62 SP:Iteration 23Q (10768.443431 sec): 3 clusters Score: Raw -517688.656813 + Penalty 2698.236383 = -514990.420430 nChanged 49 SP:Iteration 24Q (10768.497618 sec): 3 clusters Score: Raw -517720.057056 + Penalty 2698.236383 = -515021.820672 nChanged 40 SP:Iteration 25Q (10768.547209 sec): 3 clusters Score: Raw -517738.713130 + Penalty 2698.236383 = -515040.476746 nChanged 29 SP:Iteration 26Q (10768.602677 sec): 3 clusters Score: Raw -517753.362491 + Penalty 2698.236383 = -515055.126108 nChanged 25 SP:Iteration 27Q (10768.648699 sec): 3 clusters Score: Raw -517765.861346 + Penalty 2698.236383 = -515067.624963 nChanged 19 SP:Iteration 28Q (10768.702816 sec): 3 clusters Score: Raw -517775.520720 + Penalty 2698.236383 = -515077.284337 nChanged 17 SP:Iteration 29Q (10768.750997 sec): 3 clusters Score: Raw -517783.042151 + Penalty 2698.236383 = -515084.805768 nChanged 12 SP:Iteration 30Q (10768.804925 sec): 3 clusters Score: Raw -517788.331060 + Penalty 2698.236383 = -515090.094677 nChanged 9 SP:Iteration 31Q (10768.858984 sec): 3 clusters Score: Raw -517795.243805 + Penalty 2698.236383 = -515097.007422 nChanged 7 SP:Iteration 32Q (10768.914512 sec): 3 clusters Score: Raw -517798.703941 + Penalty 2698.236383 = -515100.467557 nChanged 5 SP:Iteration 33Q (10768.969407 sec): 3 clusters Score: Raw -517801.809963 + Penalty 2698.236383 = -515103.573580 nChanged 7 SP:Iteration 34Q (10769.034920 sec): 3 clusters Score: Raw -517804.779279 + Penalty 2698.236383 = -515106.542896 nChanged 4 SP:Iteration 35Q (10769.073929 sec): 3 clusters Score: Raw -517806.081451 + Penalty 2698.236383 = -515107.845068 nChanged 6 SP:Iteration 36Q (10769.139427 sec): 3 clusters Score: Raw -517807.895975 + Penalty 2698.236383 = -515109.659591 nChanged 5 SP:Iteration 37Q (10769.176863 sec): 3 clusters Score: Raw -517809.312905 + Penalty 2698.236383 = -515111.076522 nChanged 3 SP:Iteration 38Q (10769.230567 sec): 3 clusters Score: Raw -517810.530145 + Penalty 2698.236383 = -515112.293762 nChanged 3 SP:Iteration 39Q (10769.284420 sec): 3 clusters Score: Raw -517811.856472 + Penalty 2698.236383 = -515113.620089 nChanged 5 SP:Iteration 40F (10769.339157 sec): 3 clusters Score: Raw -517814.555128 + Penalty 2698.236383 = -515116.318744 nChanged 3 SP:Iteration 41Q (10769.382643 sec): 3 clusters Score: Raw -517817.207292 + Penalty 2698.236383 = -515118.970909 nChanged 5 SP:Iteration 42Q (10769.447979 sec): 3 clusters Score: Raw -517822.262071 + Penalty 2698.236383 = -515124.025688 nChanged 7 SP:Iteration 43Q (10769.484751 sec): 3 clusters Score: Raw -517826.700572 + Penalty 2698.236383 = -515128.464189 nChanged 8 SP:Iteration 44Q (10769.538668 sec): 3 clusters Score: Raw -517831.192871 + Penalty 2698.236383 = -515132.956488 nChanged 6 SP:Iteration 45Q (10769.592469 sec): 3 clusters Score: Raw -517832.994838 + Penalty 2698.236383 = -515134.758454 nChanged 3 SP:Iteration 46Q (10769.646451 sec): 3 clusters Score: Raw -517833.941203 + Penalty 2698.236383 = -515135.704820 nChanged 4 SP:Iteration 47Q (10769.700334 sec): 3 clusters Score: Raw -517835.775265 + Penalty 2698.236383 = -515137.538881 nChanged 6 SP:Iteration 48Q (10769.754153 sec): 3 clusters Score: Raw -517841.520477 + Penalty 2698.236383 = -515143.284094 nChanged 3 SP:Iteration 49Q (10769.803161 sec): 3 clusters Score: Raw -517844.616672 + Penalty 2698.236383 = -515146.380289 nChanged 3 SP:Iteration 50Q (10769.857258 sec): 3 clusters Score: Raw -517846.581065 + Penalty 2698.236383 = -515148.344682 nChanged 2 SP:Iteration 51Q (10769.911000 sec): 3 clusters Score: Raw -517847.197278 + Penalty 2698.236383 = -515148.960895 nChanged 1 SP:Iteration 52Q (10769.953879 sec): 3 clusters Score: Raw -517848.162543 + Penalty 2698.236383 = -515149.926160 nChanged 0 SP:Iteration 53F (10770.010202 sec): 3 clusters Score: Raw -517848.162543 + Penalty 2698.236383 = -515149.926160 nChanged 0 Trying to split cluster 7 (5391 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10770.054301 sec): 2 clusters Score: Raw -716663.955578 + Penalty 1396.279004 = -715267.676575 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10770.100383 sec): 3 clusters Score: Raw -713830.349318 + Penalty 2792.558007 = -711037.791311 nChanged 2247 SP:Iteration 1F (10770.157085 sec): 3 clusters Score: Raw -715045.365968 + Penalty 2792.558007 = -712252.807961 nChanged 384 SP:Iteration 2F (10770.225462 sec): 3 clusters Score: Raw -715259.406211 + Penalty 2792.558007 = -712466.848204 nChanged 277 SP:Iteration 3F (10770.278516 sec): 3 clusters Score: Raw -715396.999624 + Penalty 2792.558007 = -712604.441617 nChanged 223 SP:Iteration 4Q (10770.324212 sec): 3 clusters Score: Raw -715513.972504 + Penalty 2792.558007 = -712721.414497 nChanged 181 SP:Iteration 5Q (10770.381125 sec): 3 clusters Score: Raw -715597.589682 + Penalty 2792.558007 = -712805.031674 nChanged 165 SP:Iteration 6Q (10770.438264 sec): 3 clusters Score: Raw -715677.555081 + Penalty 2792.558007 = -712884.997074 nChanged 146 SP:Iteration 7Q (10770.495400 sec): 3 clusters Score: Raw -715752.149196 + Penalty 2792.558007 = -712959.591189 nChanged 143 SP:Iteration 8Q (10770.550603 sec): 3 clusters Score: Raw -715832.772592 + Penalty 2792.558007 = -713040.214585 nChanged 132 SP:Iteration 9Q (10770.607052 sec): 3 clusters Score: Raw -715909.618448 + Penalty 2792.558007 = -713117.060441 nChanged 140 SP:Iteration 10Q (10770.657039 sec): 3 clusters Score: Raw -716002.386770 + Penalty 2792.558007 = -713209.828763 nChanged 148 SP:Iteration 11Q (10770.715046 sec): 3 clusters Score: Raw -716084.399967 + Penalty 2792.558007 = -713291.841960 nChanged 139 SP:Iteration 12Q (10770.771095 sec): 3 clusters Score: Raw -716168.722100 + Penalty 2792.558007 = -713376.164093 nChanged 131 SP:Iteration 13Q (10770.839725 sec): 3 clusters Score: Raw -716250.136961 + Penalty 2792.558007 = -713457.578954 nChanged 117 SP:Iteration 14Q (10770.880028 sec): 3 clusters Score: Raw -716322.832588 + Penalty 2792.558007 = -713530.274581 nChanged 106 SP:Iteration 15Q (10770.933103 sec): 3 clusters Score: Raw -716381.830868 + Penalty 2792.558007 = -713589.272861 nChanged 95 SP:Iteration 16Q (10770.989799 sec): 3 clusters Score: Raw -716435.653299 + Penalty 2792.558007 = -713643.095292 nChanged 79 SP:Iteration 17Q (10771.046659 sec): 3 clusters Score: Raw -716474.980460 + Penalty 2792.558007 = -713682.422453 nChanged 66 SP:Iteration 18Q (10771.102483 sec): 3 clusters Score: Raw -716521.066741 + Penalty 2792.558007 = -713728.508734 nChanged 75 SP:Iteration 19Q (10771.158325 sec): 3 clusters Score: Raw -716567.561268 + Penalty 2792.558007 = -713775.003261 nChanged 68 SP:Iteration 20F (10771.216175 sec): 3 clusters Score: Raw -716620.723804 + Penalty 2792.558007 = -713828.165797 nChanged 60 SP:Iteration 21Q (10771.261026 sec): 3 clusters Score: Raw -716663.627019 + Penalty 2792.558007 = -713871.069012 nChanged 57 SP:Iteration 22Q (10771.309176 sec): 3 clusters Score: Raw -716702.627439 + Penalty 2792.558007 = -713910.069432 nChanged 50 SP:Iteration 23Q (10771.364756 sec): 3 clusters Score: Raw -716732.035107 + Penalty 2792.558007 = -713939.477100 nChanged 42 SP:Iteration 24Q (10771.415002 sec): 3 clusters Score: Raw -716754.513431 + Penalty 2792.558007 = -713961.955424 nChanged 35 SP:Iteration 25Q (10771.478259 sec): 3 clusters Score: Raw -716773.485531 + Penalty 2792.558007 = -713980.927524 nChanged 31 SP:Iteration 26Q (10771.522830 sec): 3 clusters Score: Raw -716793.136614 + Penalty 2792.558007 = -714000.578607 nChanged 30 SP:Iteration 27Q (10771.578804 sec): 3 clusters Score: Raw -716809.462024 + Penalty 2792.558007 = -714016.904017 nChanged 20 SP:Iteration 28Q (10771.634168 sec): 3 clusters Score: Raw -716819.749654 + Penalty 2792.558007 = -714027.191647 nChanged 15 SP:Iteration 29Q (10771.689584 sec): 3 clusters Score: Raw -716827.076831 + Penalty 2792.558007 = -714034.518824 nChanged 13 SP:Iteration 30Q (10771.744895 sec): 3 clusters Score: Raw -716835.853006 + Penalty 2792.558007 = -714043.294999 nChanged 12 SP:Iteration 31Q (10771.792191 sec): 3 clusters Score: Raw -716842.634155 + Penalty 2792.558007 = -714050.076148 nChanged 12 SP:Iteration 32Q (10771.848349 sec): 3 clusters Score: Raw -716849.109720 + Penalty 2792.558007 = -714056.551713 nChanged 9 SP:Iteration 33Q (10771.915485 sec): 3 clusters Score: Raw -716853.655466 + Penalty 2792.558007 = -714061.097458 nChanged 5 SP:Iteration 34Q (10771.966180 sec): 3 clusters Score: Raw -716855.227808 + Penalty 2792.558007 = -714062.669801 nChanged 4 SP:Iteration 35Q (10772.000060 sec): 3 clusters Score: Raw -716858.222311 + Penalty 2792.558007 = -714065.664304 nChanged 4 SP:Iteration 36Q (10772.055705 sec): 3 clusters Score: Raw -716861.106685 + Penalty 2792.558007 = -714068.548678 nChanged 4 SP:Iteration 37Q (10772.106403 sec): 3 clusters Score: Raw -716864.268307 + Penalty 2792.558007 = -714071.710300 nChanged 3 SP:Iteration 38Q (10772.163133 sec): 3 clusters Score: Raw -716865.767651 + Penalty 2792.558007 = -714073.209644 nChanged 3 SP:Iteration 39Q (10772.218384 sec): 3 clusters Score: Raw -716867.410997 + Penalty 2792.558007 = -714074.852990 nChanged 2 SP:Iteration 40F (10772.275041 sec): 3 clusters Score: Raw -716867.844942 + Penalty 2792.558007 = -714075.286935 nChanged 1 SP:Iteration 41Q (10772.330933 sec): 3 clusters Score: Raw -716868.025405 + Penalty 2792.558007 = -714075.467398 nChanged 1 SP:Iteration 42Q (10772.386801 sec): 3 clusters Score: Raw -716868.387172 + Penalty 2792.558007 = -714075.829165 nChanged 0 SP:Iteration 43F (10772.455367 sec): 3 clusters Score: Raw -716868.387172 + Penalty 2792.558007 = -714075.829165 nChanged 0 Trying to split cluster 8 (2147 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10772.471008 sec): 2 clusters Score: Raw -295337.287390 + Penalty 1246.671855 = -294090.615536 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10772.522530 sec): 3 clusters Score: Raw -294394.671403 + Penalty 2493.343709 = -291901.327694 nChanged 777 SP:Iteration 1F (10772.573643 sec): 3 clusters Score: Raw -294877.749850 + Penalty 2493.343709 = -292384.406141 nChanged 169 SP:Iteration 2F (10772.623433 sec): 3 clusters Score: Raw -295039.176314 + Penalty 2493.343709 = -292545.832604 nChanged 149 SP:Iteration 3F (10772.686405 sec): 3 clusters Score: Raw -295236.286791 + Penalty 2493.343709 = -292742.943082 nChanged 170 SP:Iteration 4F (10772.726505 sec): 3 clusters Score: Raw -295471.308417 + Penalty 2493.343709 = -292977.964708 nChanged 162 SP:Iteration 5F (10772.777572 sec): 3 clusters Score: Raw -295667.751105 + Penalty 2493.343709 = -293174.407396 nChanged 115 SP:Iteration 6F (10772.825288 sec): 3 clusters Score: Raw -295791.952727 + Penalty 2493.343709 = -293298.609018 nChanged 93 SP:Iteration 7Q (10772.876500 sec): 3 clusters Score: Raw -295873.717177 + Penalty 2493.343709 = -293380.373467 nChanged 54 SP:Iteration 8Q (10772.928002 sec): 3 clusters Score: Raw -295922.873260 + Penalty 2493.343709 = -293429.529551 nChanged 39 SP:Iteration 9Q (10772.979290 sec): 3 clusters Score: Raw -295953.392298 + Penalty 2493.343709 = -293460.048589 nChanged 23 SP:Iteration 10Q (10773.030416 sec): 3 clusters Score: Raw -295971.727449 + Penalty 2493.343709 = -293478.383740 nChanged 15 SP:Iteration 11Q (10773.076823 sec): 3 clusters Score: Raw -295981.881065 + Penalty 2493.343709 = -293488.537355 nChanged 10 SP:Iteration 12Q (10773.121078 sec): 3 clusters Score: Raw -295989.092524 + Penalty 2493.343709 = -293495.748814 nChanged 4 SP:Iteration 13Q (10773.172088 sec): 3 clusters Score: Raw -295991.145287 + Penalty 2493.343709 = -293497.801577 nChanged 3 SP:Iteration 14Q (10773.218229 sec): 3 clusters Score: Raw -295992.125211 + Penalty 2493.343709 = -293498.781502 nChanged 1 SP:Iteration 15Q (10773.269088 sec): 3 clusters Score: Raw -295992.522600 + Penalty 2493.343709 = -293499.178890 nChanged 1 SP:Iteration 16Q (10773.319996 sec): 3 clusters Score: Raw -295992.967075 + Penalty 2493.343709 = -293499.623365 nChanged 0 SP:Iteration 17F (10773.371106 sec): 3 clusters Score: Raw -295992.967075 + Penalty 2493.343709 = -293499.623365 nChanged 0 Trying to split cluster 9 (9034 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10773.418175 sec): 2 clusters Score: Raw -1096991.418626 + Penalty 1480.171959 = -1095511.246667 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10773.463250 sec): 3 clusters Score: Raw -1091933.104935 + Penalty 2960.343918 = -1088972.761017 nChanged 3880 SP:Iteration 1F (10773.522740 sec): 3 clusters Score: Raw -1094400.717227 + Penalty 2960.343918 = -1091440.373309 nChanged 764 SP:Iteration 2F (10773.585166 sec): 3 clusters Score: Raw -1094922.696314 + Penalty 2960.343918 = -1091962.352396 nChanged 634 SP:Iteration 3F (10773.644330 sec): 3 clusters Score: Raw -1095302.804397 + Penalty 2960.343918 = -1092342.460480 nChanged 500 SP:Iteration 4F (10773.707471 sec): 3 clusters Score: Raw -1095561.683658 + Penalty 2960.343918 = -1092601.339740 nChanged 397 SP:Iteration 5Q (10773.769901 sec): 3 clusters Score: Raw -1095728.774300 + Penalty 2960.343918 = -1092768.430382 nChanged 293 SP:Iteration 6Q (10773.843236 sec): 3 clusters Score: Raw -1095833.687569 + Penalty 2960.343918 = -1092873.343651 nChanged 259 SP:Iteration 7Q (10773.894861 sec): 3 clusters Score: Raw -1095916.927186 + Penalty 2960.343918 = -1092956.583268 nChanged 221 SP:Iteration 8Q (10773.955288 sec): 3 clusters Score: Raw -1095985.339805 + Penalty 2960.343918 = -1093024.995887 nChanged 189 SP:Iteration 9Q (10774.025922 sec): 3 clusters Score: Raw -1096042.410809 + Penalty 2960.343918 = -1093082.066892 nChanged 171 SP:Iteration 10Q (10774.077265 sec): 3 clusters Score: Raw -1096095.676739 + Penalty 2960.343918 = -1093135.332822 nChanged 150 SP:Iteration 11Q (10774.139568 sec): 3 clusters Score: Raw -1096134.247230 + Penalty 2960.343918 = -1093173.903313 nChanged 126 SP:Iteration 12Q (10774.202093 sec): 3 clusters Score: Raw -1096160.087866 + Penalty 2960.343918 = -1093199.743948 nChanged 107 SP:Iteration 13Q (10774.252482 sec): 3 clusters Score: Raw -1096180.558054 + Penalty 2960.343918 = -1093220.214136 nChanged 93 SP:Iteration 14Q (10774.313081 sec): 3 clusters Score: Raw -1096199.897416 + Penalty 2960.343918 = -1093239.553499 nChanged 77 SP:Iteration 15Q (10774.375547 sec): 3 clusters Score: Raw -1096212.954419 + Penalty 2960.343918 = -1093252.610501 nChanged 73 SP:Iteration 16Q (10774.434443 sec): 3 clusters Score: Raw -1096229.447138 + Penalty 2960.343918 = -1093269.103220 nChanged 80 SP:Iteration 17Q (10774.496888 sec): 3 clusters Score: Raw -1096246.967789 + Penalty 2960.343918 = -1093286.623871 nChanged 101 SP:Iteration 18Q (10774.559645 sec): 3 clusters Score: Raw -1096266.993555 + Penalty 2960.343918 = -1093306.649638 nChanged 78 SP:Iteration 19Q (10774.632928 sec): 3 clusters Score: Raw -1096283.086166 + Penalty 2960.343918 = -1093322.742248 nChanged 100 SP:Iteration 20F (10774.674788 sec): 3 clusters Score: Raw -1096308.201486 + Penalty 2960.343918 = -1093347.857568 nChanged 132 SP:Iteration 21Q (10774.737363 sec): 3 clusters Score: Raw -1096344.537848 + Penalty 2960.343918 = -1093384.193930 nChanged 149 SP:Iteration 22Q (10774.796204 sec): 3 clusters Score: Raw -1096388.342046 + Penalty 2960.343918 = -1093427.998128 nChanged 155 SP:Iteration 23Q (10774.869811 sec): 3 clusters Score: Raw -1096438.317619 + Penalty 2960.343918 = -1093477.973701 nChanged 185 SP:Iteration 24Q (10774.912997 sec): 3 clusters Score: Raw -1096510.274248 + Penalty 2960.343918 = -1093549.930331 nChanged 216 SP:Iteration 25Q (10774.975280 sec): 3 clusters Score: Raw -1096611.491320 + Penalty 2960.343918 = -1093651.147403 nChanged 267 SP:Iteration 26Q (10775.034229 sec): 3 clusters Score: Raw -1096749.089418 + Penalty 2960.343918 = -1093788.745501 nChanged 291 SP:Iteration 27Q (10775.105726 sec): 3 clusters Score: Raw -1096897.889379 + Penalty 2960.343918 = -1093937.545462 nChanged 289 SP:Iteration 28Q (10775.153743 sec): 3 clusters Score: Raw -1097049.860038 + Penalty 2960.343918 = -1094089.516121 nChanged 259 SP:Iteration 29Q (10775.215228 sec): 3 clusters Score: Raw -1097188.411584 + Penalty 2960.343918 = -1094228.067667 nChanged 234 SP:Iteration 30Q (10775.277568 sec): 3 clusters Score: Raw -1097316.686687 + Penalty 2960.343918 = -1094356.342769 nChanged 232 SP:Iteration 31Q (10775.335504 sec): 3 clusters Score: Raw -1097463.831734 + Penalty 2960.343918 = -1094503.487816 nChanged 205 SP:Iteration 32Q (10775.398221 sec): 3 clusters Score: Raw -1097587.054708 + Penalty 2960.343918 = -1094626.710790 nChanged 171 SP:Iteration 33Q (10775.460744 sec): 3 clusters Score: Raw -1097677.326619 + Penalty 2960.343918 = -1094716.982701 nChanged 128 SP:Iteration 34Q (10775.524029 sec): 3 clusters Score: Raw -1097742.079438 + Penalty 2960.343918 = -1094781.735520 nChanged 99 SP:Iteration 35Q (10775.584371 sec): 3 clusters Score: Raw -1097809.670170 + Penalty 2960.343918 = -1094849.326253 nChanged 103 SP:Iteration 36Q (10775.643997 sec): 3 clusters Score: Raw -1097902.568457 + Penalty 2960.343918 = -1094942.224539 nChanged 92 SP:Iteration 37Q (10775.703742 sec): 3 clusters Score: Raw -1098007.263475 + Penalty 2960.343918 = -1095046.919557 nChanged 97 SP:Iteration 38Q (10775.761942 sec): 3 clusters Score: Raw -1098089.777094 + Penalty 2960.343918 = -1095129.433176 nChanged 64 SP:Iteration 39Q (10775.824539 sec): 3 clusters Score: Raw -1098153.147650 + Penalty 2960.343918 = -1095192.803733 nChanged 55 SP:Iteration 40F (10775.887465 sec): 3 clusters Score: Raw -1098249.825810 + Penalty 2960.343918 = -1095289.481892 nChanged 59 SP:Iteration 41Q (10775.944591 sec): 3 clusters Score: Raw -1098329.340308 + Penalty 2960.343918 = -1095368.996390 nChanged 61 SP:Iteration 42Q (10776.014869 sec): 3 clusters Score: Raw -1098392.325922 + Penalty 2960.343918 = -1095431.982005 nChanged 53 SP:Iteration 43Q (10776.075500 sec): 3 clusters Score: Raw -1098438.139340 + Penalty 2960.343918 = -1095477.795423 nChanged 42 SP:Iteration 44Q (10776.127809 sec): 3 clusters Score: Raw -1098459.238445 + Penalty 2960.343918 = -1095498.894527 nChanged 29 SP:Iteration 45Q (10776.199389 sec): 3 clusters Score: Raw -1098475.048180 + Penalty 2960.343918 = -1095514.704262 nChanged 26 SP:Iteration 46Q (10776.259678 sec): 3 clusters Score: Raw -1098492.123406 + Penalty 2960.343918 = -1095531.779488 nChanged 27 SP:Iteration 47Q (10776.322936 sec): 3 clusters Score: Raw -1098512.348060 + Penalty 2960.343918 = -1095552.004143 nChanged 28 SP:Iteration 48Q (10776.384561 sec): 3 clusters Score: Raw -1098534.290764 + Penalty 2960.343918 = -1095573.946846 nChanged 21 SP:Iteration 49Q (10776.446501 sec): 3 clusters Score: Raw -1098544.623298 + Penalty 2960.343918 = -1095584.279380 nChanged 15 SP:Iteration 50Q (10776.506153 sec): 3 clusters Score: Raw -1098551.312485 + Penalty 2960.343918 = -1095590.968567 nChanged 14 SP:Iteration 51Q (10776.555639 sec): 3 clusters Score: Raw -1098557.559111 + Penalty 2960.343918 = -1095597.215194 nChanged 7 SP:Iteration 52Q (10776.626811 sec): 3 clusters Score: Raw -1098559.034240 + Penalty 2960.343918 = -1095598.690322 nChanged 2 SP:Iteration 53Q (10776.690675 sec): 3 clusters Score: Raw -1098559.560913 + Penalty 2960.343918 = -1095599.216995 nChanged 1 SP:Iteration 54Q (10776.750443 sec): 3 clusters Score: Raw -1098559.848977 + Penalty 2960.343918 = -1095599.505059 nChanged 0 SP:Iteration 55F (10776.805205 sec): 3 clusters Score: Raw -1098559.848977 + Penalty 2960.343918 = -1095599.505059 nChanged 0 Score: Raw -99970476.209445 + Penalty 74897.837694 = -99895578.371751 Splitting cluster 9 changes total score from -99896212.818979 to -99895578.371751 So it's not getting split. Trying to split cluster 10 (14121 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10792.702813 sec): 2 clusters Score: Raw -1835940.583007 + Penalty 1552.755479 = -1834387.827529 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10792.775398 sec): 3 clusters Score: Raw -1827758.100602 + Penalty 3105.510957 = -1824652.589644 nChanged 6249 SP:Iteration 1F (10792.843856 sec): 3 clusters Score: Raw -1831053.524393 + Penalty 3105.510957 = -1827948.013435 nChanged 707 SP:Iteration 2F (10792.910867 sec): 3 clusters Score: Raw -1831287.275659 + Penalty 3105.510957 = -1828181.764701 nChanged 583 SP:Iteration 3Q (10792.970584 sec): 3 clusters Score: Raw -1831485.230871 + Penalty 3105.510957 = -1828379.719914 nChanged 524 SP:Iteration 4Q (10793.036700 sec): 3 clusters Score: Raw -1831679.926551 + Penalty 3105.510957 = -1828574.415594 nChanged 516 SP:Iteration 5Q (10793.104276 sec): 3 clusters Score: Raw -1831873.759189 + Penalty 3105.510957 = -1828768.248231 nChanged 495 SP:Iteration 6Q (10793.174689 sec): 3 clusters Score: Raw -1832084.214234 + Penalty 3105.510957 = -1828978.703277 nChanged 513 SP:Iteration 7Q (10793.239405 sec): 3 clusters Score: Raw -1832331.583890 + Penalty 3105.510957 = -1829226.072933 nChanged 519 SP:Iteration 8Q (10793.325010 sec): 3 clusters Score: Raw -1832607.917225 + Penalty 3105.510957 = -1829502.406268 nChanged 492 SP:Iteration 9Q (10793.398142 sec): 3 clusters Score: Raw -1832848.801280 + Penalty 3105.510957 = -1829743.290323 nChanged 465 SP:Iteration 10Q (10793.460318 sec): 3 clusters Score: Raw -1833063.506396 + Penalty 3105.510957 = -1829957.995439 nChanged 468 SP:Iteration 11Q (10793.508438 sec): 3 clusters Score: Raw -1833296.356847 + Penalty 3105.510957 = -1830190.845889 nChanged 537 SP:Iteration 12Q (10793.543198 sec): 3 clusters Score: Raw -1833584.746746 + Penalty 3105.510957 = -1830479.235789 nChanged 517 SP:Iteration 13Q (10793.578033 sec): 3 clusters Score: Raw -1833864.228192 + Penalty 3105.510957 = -1830758.717235 nChanged 531 SP:Iteration 14Q (10793.612833 sec): 3 clusters Score: Raw -1834161.959410 + Penalty 3105.510957 = -1831056.448453 nChanged 573 SP:Iteration 15Q (10793.647355 sec): 3 clusters Score: Raw -1834503.059368 + Penalty 3105.510957 = -1831397.548411 nChanged 507 SP:Iteration 16Q (10793.681648 sec): 3 clusters Score: Raw -1834809.061761 + Penalty 3105.510957 = -1831703.550804 nChanged 475 SP:Iteration 17Q (10793.715231 sec): 3 clusters Score: Raw -1835095.908710 + Penalty 3105.510957 = -1831990.397753 nChanged 425 SP:Iteration 18Q (10793.761720 sec): 3 clusters Score: Raw -1835356.412316 + Penalty 3105.510957 = -1832250.901359 nChanged 328 SP:Iteration 19Q (10793.794412 sec): 3 clusters Score: Raw -1835555.294198 + Penalty 3105.510957 = -1832449.783241 nChanged 243 SP:Iteration 20F (10793.829429 sec): 3 clusters Score: Raw -1835711.038910 + Penalty 3105.510957 = -1832605.527953 nChanged 206 SP:Iteration 21Q (10793.861695 sec): 3 clusters Score: Raw -1835838.976950 + Penalty 3105.510957 = -1832733.465993 nChanged 145 SP:Iteration 22Q (10793.893488 sec): 3 clusters Score: Raw -1835924.400942 + Penalty 3105.510957 = -1832818.889985 nChanged 93 SP:Iteration 23Q (10793.925094 sec): 3 clusters Score: Raw -1835977.599083 + Penalty 3105.510957 = -1832872.088126 nChanged 69 SP:Iteration 24Q (10793.956539 sec): 3 clusters Score: Raw -1836023.906584 + Penalty 3105.510957 = -1832918.395627 nChanged 56 SP:Iteration 25Q (10793.987759 sec): 3 clusters Score: Raw -1836058.566870 + Penalty 3105.510957 = -1832953.055913 nChanged 43 SP:Iteration 26Q (10794.018877 sec): 3 clusters Score: Raw -1836088.536755 + Penalty 3105.510957 = -1832983.025798 nChanged 20 SP:Iteration 27Q (10794.050095 sec): 3 clusters Score: Raw -1836101.818155 + Penalty 3105.510957 = -1832996.307198 nChanged 12 SP:Iteration 28Q (10794.081143 sec): 3 clusters Score: Raw -1836107.735567 + Penalty 3105.510957 = -1833002.224610 nChanged 11 SP:Iteration 29Q (10794.112013 sec): 3 clusters Score: Raw -1836113.707870 + Penalty 3105.510957 = -1833008.196913 nChanged 9 SP:Iteration 30Q (10794.142952 sec): 3 clusters Score: Raw -1836118.445169 + Penalty 3105.510957 = -1833012.934212 nChanged 9 SP:Iteration 31Q (10794.210827 sec): 3 clusters Score: Raw -1836122.825962 + Penalty 3105.510957 = -1833017.315004 nChanged 8 SP:Iteration 32Q (10794.276552 sec): 3 clusters Score: Raw -1836126.797858 + Penalty 3105.510957 = -1833021.286900 nChanged 4 SP:Iteration 33Q (10794.342933 sec): 3 clusters Score: Raw -1836128.123763 + Penalty 3105.510957 = -1833022.612806 nChanged 2 SP:Iteration 34Q (10794.403325 sec): 3 clusters Score: Raw -1836129.626537 + Penalty 3105.510957 = -1833024.115579 nChanged 3 SP:Iteration 35Q (10794.481335 sec): 3 clusters Score: Raw -1836130.874801 + Penalty 3105.510957 = -1833025.363844 nChanged 1 SP:Iteration 36Q (10794.536445 sec): 3 clusters Score: Raw -1836131.928891 + Penalty 3105.510957 = -1833026.417934 nChanged 3 SP:Iteration 37Q (10794.596418 sec): 3 clusters Score: Raw -1836133.416515 + Penalty 3105.510957 = -1833027.905558 nChanged 3 SP:Iteration 38Q (10794.674583 sec): 3 clusters Score: Raw -1836134.629061 + Penalty 3105.510957 = -1833029.118104 nChanged 2 SP:Iteration 39Q (10794.731564 sec): 3 clusters Score: Raw -1836135.520479 + Penalty 3105.510957 = -1833030.009522 nChanged 2 SP:Iteration 40F (10794.814178 sec): 3 clusters Score: Raw -1836137.437541 + Penalty 3105.510957 = -1833031.926583 nChanged 1 SP:Iteration 41Q (10794.882293 sec): 3 clusters Score: Raw -1836137.866348 + Penalty 3105.510957 = -1833032.355391 nChanged 2 SP:Iteration 42Q (10794.940174 sec): 3 clusters Score: Raw -1836138.479930 + Penalty 3105.510957 = -1833032.968973 nChanged 0 SP:Iteration 43F (10795.012273 sec): 3 clusters Score: Raw -1836138.479930 + Penalty 3105.510957 = -1833032.968973 nChanged 0 Trying to split cluster 11 (3638 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10795.053902 sec): 2 clusters Score: Raw -463673.292959 + Penalty 1332.368271 = -462340.924688 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10795.097303 sec): 3 clusters Score: Raw -461945.982460 + Penalty 2664.736542 = -459281.245918 nChanged 1410 SP:Iteration 1F (10795.150413 sec): 3 clusters Score: Raw -462901.234975 + Penalty 2664.736542 = -460236.498433 nChanged 300 SP:Iteration 2F (10795.204656 sec): 3 clusters Score: Raw -463121.071394 + Penalty 2664.736542 = -460456.334852 nChanged 217 SP:Iteration 3F (10795.269840 sec): 3 clusters Score: Raw -463297.045517 + Penalty 2664.736542 = -460632.308975 nChanged 191 SP:Iteration 4F (10795.325250 sec): 3 clusters Score: Raw -463454.361966 + Penalty 2664.736542 = -460789.625424 nChanged 161 SP:Iteration 5Q (10795.377937 sec): 3 clusters Score: Raw -463568.319061 + Penalty 2664.736542 = -460903.582519 nChanged 127 SP:Iteration 6Q (10795.433972 sec): 3 clusters Score: Raw -463660.854885 + Penalty 2664.736542 = -460996.118343 nChanged 115 SP:Iteration 7Q (10795.489235 sec): 3 clusters Score: Raw -463736.789858 + Penalty 2664.736542 = -461072.053316 nChanged 102 SP:Iteration 8Q (10795.544583 sec): 3 clusters Score: Raw -463801.514655 + Penalty 2664.736542 = -461136.778113 nChanged 86 SP:Iteration 9Q (10795.599904 sec): 3 clusters Score: Raw -463864.035217 + Penalty 2664.736542 = -461199.298676 nChanged 75 SP:Iteration 10Q (10795.654989 sec): 3 clusters Score: Raw -463912.373772 + Penalty 2664.736542 = -461247.637231 nChanged 47 SP:Iteration 11Q (10795.710116 sec): 3 clusters Score: Raw -463943.567510 + Penalty 2664.736542 = -461278.830968 nChanged 43 SP:Iteration 12Q (10795.753561 sec): 3 clusters Score: Raw -463969.971329 + Penalty 2664.736542 = -461305.234788 nChanged 41 SP:Iteration 13Q (10795.820758 sec): 3 clusters Score: Raw -463997.982909 + Penalty 2664.736542 = -461333.246367 nChanged 55 SP:Iteration 14Q (10795.862969 sec): 3 clusters Score: Raw -464036.860533 + Penalty 2664.736542 = -461372.123991 nChanged 47 SP:Iteration 15Q (10795.929177 sec): 3 clusters Score: Raw -464070.811532 + Penalty 2664.736542 = -461406.074990 nChanged 51 SP:Iteration 16Q (10795.984107 sec): 3 clusters Score: Raw -464111.045787 + Penalty 2664.736542 = -461446.309245 nChanged 56 SP:Iteration 17Q (10796.027560 sec): 3 clusters Score: Raw -464179.257642 + Penalty 2664.736542 = -461514.521100 nChanged 75 SP:Iteration 18Q (10796.095353 sec): 3 clusters Score: Raw -464321.334838 + Penalty 2664.736542 = -461656.598297 nChanged 101 SP:Iteration 19Q (10796.146929 sec): 3 clusters Score: Raw -464476.490978 + Penalty 2664.736542 = -461811.754437 nChanged 90 SP:Iteration 20F (10796.188617 sec): 3 clusters Score: Raw -464563.962563 + Penalty 2664.736542 = -461899.226022 nChanged 62 SP:Iteration 21Q (10796.240610 sec): 3 clusters Score: Raw -464611.196559 + Penalty 2664.736542 = -461946.460017 nChanged 38 SP:Iteration 22Q (10796.284523 sec): 3 clusters Score: Raw -464638.961519 + Penalty 2664.736542 = -461974.224977 nChanged 33 SP:Iteration 23Q (10796.337234 sec): 3 clusters Score: Raw -464659.917562 + Penalty 2664.736542 = -461995.181020 nChanged 24 SP:Iteration 24Q (10796.375827 sec): 3 clusters Score: Raw -464676.077142 + Penalty 2664.736542 = -462011.340601 nChanged 20 SP:Iteration 25Q (10796.428924 sec): 3 clusters Score: Raw -464691.369584 + Penalty 2664.736542 = -462026.633042 nChanged 18 SP:Iteration 26Q (10796.469592 sec): 3 clusters Score: Raw -464702.787670 + Penalty 2664.736542 = -462038.051128 nChanged 10 SP:Iteration 27Q (10796.518875 sec): 3 clusters Score: Raw -464708.019636 + Penalty 2664.736542 = -462043.283094 nChanged 10 SP:Iteration 28Q (10796.573309 sec): 3 clusters Score: Raw -464715.120114 + Penalty 2664.736542 = -462050.383572 nChanged 13 SP:Iteration 29Q (10796.626995 sec): 3 clusters Score: Raw -464721.629040 + Penalty 2664.736542 = -462056.892498 nChanged 9 SP:Iteration 30Q (10796.676411 sec): 3 clusters Score: Raw -464727.275580 + Penalty 2664.736542 = -462062.539039 nChanged 9 SP:Iteration 31Q (10796.730186 sec): 3 clusters Score: Raw -464731.867847 + Penalty 2664.736542 = -462067.131305 nChanged 8 SP:Iteration 32Q (10796.776498 sec): 3 clusters Score: Raw -464734.852676 + Penalty 2664.736542 = -462070.116135 nChanged 7 SP:Iteration 33Q (10796.830621 sec): 3 clusters Score: Raw -464739.615054 + Penalty 2664.736542 = -462074.878512 nChanged 8 SP:Iteration 34Q (10796.879970 sec): 3 clusters Score: Raw -464745.087512 + Penalty 2664.736542 = -462080.350970 nChanged 6 SP:Iteration 35Q (10796.937287 sec): 3 clusters Score: Raw -464748.604713 + Penalty 2664.736542 = -462083.868171 nChanged 3 SP:Iteration 36Q (10796.977896 sec): 3 clusters Score: Raw -464749.562976 + Penalty 2664.736542 = -462084.826434 nChanged 2 SP:Iteration 37Q (10797.025399 sec): 3 clusters Score: Raw -464750.535699 + Penalty 2664.736542 = -462085.799158 nChanged 2 SP:Iteration 38Q (10797.071289 sec): 3 clusters Score: Raw -464751.091153 + Penalty 2664.736542 = -462086.354611 nChanged 1 SP:Iteration 39Q (10797.125763 sec): 3 clusters Score: Raw -464751.428872 + Penalty 2664.736542 = -462086.692330 nChanged 1 SP:Iteration 40F (10797.193039 sec): 3 clusters Score: Raw -464751.656458 + Penalty 2664.736542 = -462086.919917 nChanged 1 SP:Iteration 41Q (10797.247768 sec): 3 clusters Score: Raw -464752.137618 + Penalty 2664.736542 = -462087.401076 nChanged 2 SP:Iteration 42Q (10797.300849 sec): 3 clusters Score: Raw -464753.178031 + Penalty 2664.736542 = -462088.441489 nChanged 3 SP:Iteration 43Q (10797.357466 sec): 3 clusters Score: Raw -464754.322996 + Penalty 2664.736542 = -462089.586455 nChanged 1 SP:Iteration 44Q (10797.398915 sec): 3 clusters Score: Raw -464754.583272 + Penalty 2664.736542 = -462089.846730 nChanged 0 SP:Iteration 45F (10797.464236 sec): 3 clusters Score: Raw -464754.583272 + Penalty 2664.736542 = -462089.846730 nChanged 0 Trying to split cluster 12 (16768 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10797.512711 sec): 2 clusters Score: Raw -2143803.093648 + Penalty 1580.674483 = -2142222.419165 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10797.591581 sec): 3 clusters Score: Raw -2133823.607484 + Penalty 3161.348966 = -2130662.258518 nChanged 7553 SP:Iteration 1F (10797.670711 sec): 3 clusters Score: Raw -2137999.318354 + Penalty 3161.348966 = -2134837.969388 nChanged 885 SP:Iteration 2F (10797.740161 sec): 3 clusters Score: Raw -2138352.548281 + Penalty 3161.348966 = -2135191.199315 nChanged 849 SP:Iteration 3F (10797.816918 sec): 3 clusters Score: Raw -2138719.604331 + Penalty 3161.348966 = -2135558.255365 nChanged 871 SP:Iteration 4F (10797.901311 sec): 3 clusters Score: Raw -2139123.244618 + Penalty 3161.348966 = -2135961.895652 nChanged 865 SP:Iteration 5F (10797.975861 sec): 3 clusters Score: Raw -2139526.220497 + Penalty 3161.348966 = -2136364.871531 nChanged 839 SP:Iteration 6F (10798.056397 sec): 3 clusters Score: Raw -2139973.193224 + Penalty 3161.348966 = -2136811.844259 nChanged 879 SP:Iteration 7F (10798.134998 sec): 3 clusters Score: Raw -2140528.095949 + Penalty 3161.348966 = -2137366.746983 nChanged 931 SP:Iteration 8F (10798.220101 sec): 3 clusters Score: Raw -2141178.016805 + Penalty 3161.348966 = -2138016.667839 nChanged 948 SP:Iteration 9F (10798.291744 sec): 3 clusters Score: Raw -2141933.776242 + Penalty 3161.348966 = -2138772.427276 nChanged 857 SP:Iteration 10F (10798.361359 sec): 3 clusters Score: Raw -2142672.248129 + Penalty 3161.348966 = -2139510.899163 nChanged 651 SP:Iteration 11Q (10798.431964 sec): 3 clusters Score: Raw -2143242.458094 + Penalty 3161.348966 = -2140081.109129 nChanged 444 SP:Iteration 12Q (10798.489583 sec): 3 clusters Score: Raw -2143615.394007 + Penalty 3161.348966 = -2140454.045041 nChanged 257 SP:Iteration 13Q (10798.569647 sec): 3 clusters Score: Raw -2143845.945801 + Penalty 3161.348966 = -2140684.596835 nChanged 164 SP:Iteration 14Q (10798.646890 sec): 3 clusters Score: Raw -2143993.180607 + Penalty 3161.348966 = -2140831.831641 nChanged 105 SP:Iteration 15Q (10798.721199 sec): 3 clusters Score: Raw -2144095.786958 + Penalty 3161.348966 = -2140934.437992 nChanged 62 SP:Iteration 16Q (10798.784406 sec): 3 clusters Score: Raw -2144153.347367 + Penalty 3161.348966 = -2140991.998401 nChanged 43 SP:Iteration 17Q (10798.855048 sec): 3 clusters Score: Raw -2144190.611082 + Penalty 3161.348966 = -2141029.262116 nChanged 27 SP:Iteration 18Q (10798.927353 sec): 3 clusters Score: Raw -2144212.488772 + Penalty 3161.348966 = -2141051.139806 nChanged 12 SP:Iteration 19Q (10798.983053 sec): 3 clusters Score: Raw -2144221.652153 + Penalty 3161.348966 = -2141060.303187 nChanged 11 SP:Iteration 20F (10799.024757 sec): 3 clusters Score: Raw -2144230.678801 + Penalty 3161.348966 = -2141069.329835 nChanged 8 SP:Iteration 21Q (10799.059889 sec): 3 clusters Score: Raw -2144233.802798 + Penalty 3161.348966 = -2141072.453832 nChanged 1 SP:Iteration 22Q (10799.095096 sec): 3 clusters Score: Raw -2144234.515081 + Penalty 3161.348966 = -2141073.166116 nChanged 2 SP:Iteration 23Q (10799.176543 sec): 3 clusters Score: Raw -2144235.617703 + Penalty 3161.348966 = -2141074.268737 nChanged 0 SP:Iteration 24F (10799.255967 sec): 3 clusters Score: Raw -2144235.617703 + Penalty 3161.348966 = -2141074.268737 nChanged 0 Trying to split cluster 13 (3013 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10799.288696 sec): 2 clusters Score: Raw -390537.095754 + Penalty 1301.737375 = -389235.358379 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10799.341598 sec): 3 clusters Score: Raw -389092.742993 + Penalty 2603.474750 = -386489.268243 nChanged 1135 SP:Iteration 1F (10799.386118 sec): 3 clusters Score: Raw -389738.144891 + Penalty 2603.474750 = -387134.670141 nChanged 264 SP:Iteration 2F (10799.444225 sec): 3 clusters Score: Raw -389894.812378 + Penalty 2603.474750 = -387291.337627 nChanged 154 SP:Iteration 3F (10799.503019 sec): 3 clusters Score: Raw -389993.334757 + Penalty 2603.474750 = -387389.860007 nChanged 120 SP:Iteration 4Q (10799.554395 sec): 3 clusters Score: Raw -390062.437632 + Penalty 2603.474750 = -387458.962882 nChanged 107 SP:Iteration 5Q (10799.598935 sec): 3 clusters Score: Raw -390125.808515 + Penalty 2603.474750 = -387522.333765 nChanged 92 SP:Iteration 6Q (10799.652273 sec): 3 clusters Score: Raw -390183.749562 + Penalty 2603.474750 = -387580.274812 nChanged 98 SP:Iteration 7Q (10799.699922 sec): 3 clusters Score: Raw -390253.704040 + Penalty 2603.474750 = -387650.229290 nChanged 109 SP:Iteration 8Q (10799.747749 sec): 3 clusters Score: Raw -390330.211338 + Penalty 2603.474750 = -387726.736588 nChanged 100 SP:Iteration 9Q (10799.814649 sec): 3 clusters Score: Raw -390404.481528 + Penalty 2603.474750 = -387801.006778 nChanged 92 SP:Iteration 10Q (10799.867636 sec): 3 clusters Score: Raw -390468.305301 + Penalty 2603.474750 = -387864.830550 nChanged 79 SP:Iteration 11Q (10799.922153 sec): 3 clusters Score: Raw -390522.934110 + Penalty 2603.474750 = -387919.459360 nChanged 59 SP:Iteration 12Q (10799.963653 sec): 3 clusters Score: Raw -390550.289111 + Penalty 2603.474750 = -387946.814360 nChanged 29 SP:Iteration 13Q (10800.022770 sec): 3 clusters Score: Raw -390565.705403 + Penalty 2603.474750 = -387962.230653 nChanged 30 SP:Iteration 14Q (10800.062626 sec): 3 clusters Score: Raw -390580.210595 + Penalty 2603.474750 = -387976.735845 nChanged 30 SP:Iteration 15Q (10800.116487 sec): 3 clusters Score: Raw -390599.926138 + Penalty 2603.474750 = -387996.451388 nChanged 38 SP:Iteration 16Q (10800.170720 sec): 3 clusters Score: Raw -390628.119519 + Penalty 2603.474750 = -388024.644769 nChanged 42 SP:Iteration 17Q (10800.223992 sec): 3 clusters Score: Raw -390664.786368 + Penalty 2603.474750 = -388061.311618 nChanged 47 SP:Iteration 18Q (10800.277865 sec): 3 clusters Score: Raw -390700.975952 + Penalty 2603.474750 = -388097.501202 nChanged 47 SP:Iteration 19Q (10800.329189 sec): 3 clusters Score: Raw -390747.673461 + Penalty 2603.474750 = -388144.198710 nChanged 47 SP:Iteration 20F (10800.379385 sec): 3 clusters Score: Raw -390789.935916 + Penalty 2603.474750 = -388186.461165 nChanged 29 SP:Iteration 21Q (10800.442742 sec): 3 clusters Score: Raw -390811.798206 + Penalty 2603.474750 = -388208.323456 nChanged 25 SP:Iteration 22Q (10800.487261 sec): 3 clusters Score: Raw -390829.335593 + Penalty 2603.474750 = -388225.860842 nChanged 22 SP:Iteration 23Q (10800.551967 sec): 3 clusters Score: Raw -390842.377785 + Penalty 2603.474750 = -388238.903035 nChanged 12 SP:Iteration 24Q (10800.606258 sec): 3 clusters Score: Raw -390850.024270 + Penalty 2603.474750 = -388246.549520 nChanged 12 SP:Iteration 25Q (10800.649005 sec): 3 clusters Score: Raw -390856.994381 + Penalty 2603.474750 = -388253.519630 nChanged 11 SP:Iteration 26Q (10800.703041 sec): 3 clusters Score: Raw -390864.388826 + Penalty 2603.474750 = -388260.914076 nChanged 8 SP:Iteration 27Q (10800.762069 sec): 3 clusters Score: Raw -390868.460892 + Penalty 2603.474750 = -388264.986142 nChanged 6 SP:Iteration 28Q (10800.802386 sec): 3 clusters Score: Raw -390871.272091 + Penalty 2603.474750 = -388267.797341 nChanged 2 SP:Iteration 29Q (10800.850526 sec): 3 clusters Score: Raw -390871.852881 + Penalty 2603.474750 = -388268.378131 nChanged 2 SP:Iteration 30Q (10800.899872 sec): 3 clusters Score: Raw -390872.448201 + Penalty 2603.474750 = -388268.973451 nChanged 1 SP:Iteration 31Q (10800.959701 sec): 3 clusters Score: Raw -390872.534135 + Penalty 2603.474750 = -388269.059385 nChanged 0 SP:Iteration 32F (10801.003965 sec): 3 clusters Score: Raw -390872.534135 + Penalty 2603.474750 = -388269.059385 nChanged 0 Trying to split cluster 14 (209 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10801.030273 sec): 2 clusters Score: Raw -20802.016554 + Penalty 868.129316 = -19933.887238 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10801.080264 sec): 3 clusters Score: Raw -20993.865229 + Penalty 1736.258632 = -19257.606597 nChanged 50 SP:Iteration 1F (10801.129989 sec): 3 clusters Score: Raw -21134.669327 + Penalty 1736.258632 = -19398.410695 nChanged 8 SP:Iteration 2Q (10801.179386 sec): 3 clusters Score: Raw -21152.969247 + Penalty 1736.258632 = -19416.710615 nChanged 7 SP:Iteration 3Q (10801.237629 sec): 3 clusters Score: Raw -21166.843399 + Penalty 1736.258632 = -19430.584767 nChanged 4 SP:Iteration 4Q (10801.279108 sec): 3 clusters Score: Raw -21177.653841 + Penalty 1736.258632 = -19441.395209 nChanged 3 SP:Iteration 5Q (10801.337860 sec): 3 clusters Score: Raw -21186.864299 + Penalty 1736.258632 = -19450.605667 nChanged 3 SP:Iteration 6Q (10801.390275 sec): 3 clusters Score: Raw -21193.771037 + Penalty 1736.258632 = -19457.512405 nChanged 4 SP:Iteration 7Q (10801.425790 sec): 3 clusters Score: Raw -21212.349457 + Penalty 1736.258632 = -19476.090825 nChanged 2 SP:Iteration 8Q (10801.483814 sec): 3 clusters Score: Raw -21237.812239 + Penalty 1736.258632 = -19501.553607 nChanged 5 SP:Iteration 9Q (10801.532499 sec): 3 clusters Score: Raw -21328.023369 + Penalty 1736.258632 = -19591.764737 nChanged 6 SP:Iteration 10Q (10801.579495 sec): 3 clusters Score: Raw -21342.332001 + Penalty 1736.258632 = -19606.073369 nChanged 4 SP:Iteration 11Q (10801.630579 sec): 3 clusters Score: Raw -21356.056666 + Penalty 1736.258632 = -19619.798035 nChanged 1 SP:Iteration 12Q (10801.669322 sec): 3 clusters Score: Raw -21358.383021 + Penalty 1736.258632 = -19622.124389 nChanged 0 SP:Iteration 13F (10801.728171 sec): 3 clusters Score: Raw -21358.472624 + Penalty 1736.258632 = -19622.213992 nChanged 1 SP:Iteration 14Q (10801.776315 sec): 3 clusters Score: Raw -21362.594227 + Penalty 1736.258632 = -19626.335595 nChanged 0 SP:Iteration 15F (10801.828011 sec): 3 clusters Score: Raw -21362.594227 + Penalty 1736.258632 = -19626.335595 nChanged 0 Trying to split cluster 15 (34011 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10801.901151 sec): 2 clusters Score: Raw -4494748.513179 + Penalty 1695.596383 = -4493052.916796 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10802.008533 sec): 3 clusters Score: Raw -4473476.747460 + Penalty 3391.192766 = -4470085.554694 nChanged 15812 SP:Iteration 1F (10802.109691 sec): 3 clusters Score: Raw -4482365.207992 + Penalty 3391.192766 = -4478974.015226 nChanged 1543 SP:Iteration 2Q (10802.224006 sec): 3 clusters Score: Raw -4482895.871614 + Penalty 3391.192766 = -4479504.678848 nChanged 1584 SP:Iteration 3Q (10802.331557 sec): 3 clusters Score: Raw -4483537.898791 + Penalty 3391.192766 = -4480146.706024 nChanged 1704 SP:Iteration 4F (10802.430465 sec): 3 clusters Score: Raw -4484366.224173 + Penalty 3391.192766 = -4480975.031407 nChanged 1909 SP:Iteration 5F (10802.535825 sec): 3 clusters Score: Raw -4485525.538457 + Penalty 3391.192766 = -4482134.345691 nChanged 2110 SP:Iteration 6F (10802.650365 sec): 3 clusters Score: Raw -4487049.790957 + Penalty 3391.192766 = -4483658.598191 nChanged 2195 SP:Iteration 7F (10802.749856 sec): 3 clusters Score: Raw -4488868.389080 + Penalty 3391.192766 = -4485477.196314 nChanged 2119 SP:Iteration 8F (10802.851299 sec): 3 clusters Score: Raw -4490607.318165 + Penalty 3391.192766 = -4487216.125399 nChanged 1693 SP:Iteration 9Q (10802.956947 sec): 3 clusters Score: Raw -4491736.958785 + Penalty 3391.192766 = -4488345.766019 nChanged 1231 SP:Iteration 10Q (10803.068238 sec): 3 clusters Score: Raw -4492405.252510 + Penalty 3391.192766 = -4489014.059744 nChanged 872 SP:Iteration 11Q (10803.179077 sec): 3 clusters Score: Raw -4492815.274162 + Penalty 3391.192766 = -4489424.081396 nChanged 671 SP:Iteration 12Q (10803.278623 sec): 3 clusters Score: Raw -4493091.691935 + Penalty 3391.192766 = -4489700.499169 nChanged 573 SP:Iteration 13Q (10803.382989 sec): 3 clusters Score: Raw -4493323.178572 + Penalty 3391.192766 = -4489931.985806 nChanged 512 SP:Iteration 14Q (10803.475349 sec): 3 clusters Score: Raw -4493532.040943 + Penalty 3391.192766 = -4490140.848176 nChanged 464 SP:Iteration 15Q (10803.575637 sec): 3 clusters Score: Raw -4493692.500788 + Penalty 3391.192766 = -4490301.308022 nChanged 366 SP:Iteration 16Q (10803.670360 sec): 3 clusters Score: Raw -4493804.732283 + Penalty 3391.192766 = -4490413.539517 nChanged 336 SP:Iteration 17Q (10803.767559 sec): 3 clusters Score: Raw -4493904.241720 + Penalty 3391.192766 = -4490513.048953 nChanged 284 SP:Iteration 18Q (10803.864349 sec): 3 clusters Score: Raw -4493977.588140 + Penalty 3391.192766 = -4490586.395374 nChanged 259 SP:Iteration 19Q (10803.962520 sec): 3 clusters Score: Raw -4494042.999782 + Penalty 3391.192766 = -4490651.807016 nChanged 255 SP:Iteration 20F (10804.071888 sec): 3 clusters Score: Raw -4494105.927669 + Penalty 3391.192766 = -4490714.734902 nChanged 248 SP:Iteration 21Q (10804.163502 sec): 3 clusters Score: Raw -4494163.546219 + Penalty 3391.192766 = -4490772.353453 nChanged 249 SP:Iteration 22Q (10804.235201 sec): 3 clusters Score: Raw -4494220.382655 + Penalty 3391.192766 = -4490829.189889 nChanged 235 SP:Iteration 23Q (10804.335796 sec): 3 clusters Score: Raw -4494273.639899 + Penalty 3391.192766 = -4490882.447132 nChanged 221 SP:Iteration 24Q (10804.426519 sec): 3 clusters Score: Raw -4494322.700603 + Penalty 3391.192766 = -4490931.507837 nChanged 209 SP:Iteration 25Q (10804.526477 sec): 3 clusters Score: Raw -4494373.151730 + Penalty 3391.192766 = -4490981.958963 nChanged 205 SP:Iteration 26Q (10804.626928 sec): 3 clusters Score: Raw -4494426.834349 + Penalty 3391.192766 = -4491035.641583 nChanged 202 SP:Iteration 27Q (10804.721266 sec): 3 clusters Score: Raw -4494477.449165 + Penalty 3391.192766 = -4491086.256399 nChanged 184 SP:Iteration 28Q (10804.817374 sec): 3 clusters Score: Raw -4494526.014873 + Penalty 3391.192766 = -4491134.822107 nChanged 199 SP:Iteration 29Q (10804.913724 sec): 3 clusters Score: Raw -4494578.398947 + Penalty 3391.192766 = -4491187.206181 nChanged 194 SP:Iteration 30Q (10804.998853 sec): 3 clusters Score: Raw -4494624.861934 + Penalty 3391.192766 = -4491233.669168 nChanged 188 SP:Iteration 31Q (10805.094938 sec): 3 clusters Score: Raw -4494667.810721 + Penalty 3391.192766 = -4491276.617954 nChanged 184 SP:Iteration 32Q (10805.188349 sec): 3 clusters Score: Raw -4494713.728614 + Penalty 3391.192766 = -4491322.535848 nChanged 159 SP:Iteration 33Q (10805.272533 sec): 3 clusters Score: Raw -4494755.972054 + Penalty 3391.192766 = -4491364.779288 nChanged 170 SP:Iteration 34Q (10805.355796 sec): 3 clusters Score: Raw -4494803.222869 + Penalty 3391.192766 = -4491412.030103 nChanged 177 SP:Iteration 35Q (10805.449961 sec): 3 clusters Score: Raw -4494847.467355 + Penalty 3391.192766 = -4491456.274589 nChanged 158 SP:Iteration 36Q (10805.536497 sec): 3 clusters Score: Raw -4494891.239808 + Penalty 3391.192766 = -4491500.047041 nChanged 153 SP:Iteration 37Q (10805.619912 sec): 3 clusters Score: Raw -4494934.793635 + Penalty 3391.192766 = -4491543.600869 nChanged 143 SP:Iteration 38Q (10805.706613 sec): 3 clusters Score: Raw -4494975.758138 + Penalty 3391.192766 = -4491584.565372 nChanged 124 SP:Iteration 39Q (10805.795642 sec): 3 clusters Score: Raw -4495014.532943 + Penalty 3391.192766 = -4491623.340177 nChanged 121 SP:Iteration 40F (10805.890231 sec): 3 clusters Score: Raw -4495044.322453 + Penalty 3391.192766 = -4491653.129687 nChanged 110 SP:Iteration 41Q (10805.974500 sec): 3 clusters Score: Raw -4495072.948087 + Penalty 3391.192766 = -4491681.755321 nChanged 84 SP:Iteration 42Q (10806.059206 sec): 3 clusters Score: Raw -4495099.319518 + Penalty 3391.192766 = -4491708.126752 nChanged 83 SP:Iteration 43Q (10806.146510 sec): 3 clusters Score: Raw -4495123.026478 + Penalty 3391.192766 = -4491731.833711 nChanged 73 SP:Iteration 44Q (10806.237839 sec): 3 clusters Score: Raw -4495140.317794 + Penalty 3391.192766 = -4491749.125028 nChanged 62 SP:Iteration 45Q (10806.343805 sec): 3 clusters Score: Raw -4495155.386788 + Penalty 3391.192766 = -4491764.194022 nChanged 59 SP:Iteration 46Q (10806.439805 sec): 3 clusters Score: Raw -4495173.316746 + Penalty 3391.192766 = -4491782.123979 nChanged 65 SP:Iteration 47Q (10806.537448 sec): 3 clusters Score: Raw -4495191.273224 + Penalty 3391.192766 = -4491800.080458 nChanged 44 SP:Iteration 48Q (10806.630555 sec): 3 clusters Score: Raw -4495202.731578 + Penalty 3391.192766 = -4491811.538811 nChanged 37 SP:Iteration 49Q (10806.727760 sec): 3 clusters Score: Raw -4495212.753747 + Penalty 3391.192766 = -4491821.560981 nChanged 33 SP:Iteration 50Q (10806.821862 sec): 3 clusters Score: Raw -4495219.209910 + Penalty 3391.192766 = -4491828.017143 nChanged 31 SP:Iteration 51Q (10806.925518 sec): 3 clusters Score: Raw -4495225.746925 + Penalty 3391.192766 = -4491834.554159 nChanged 29 SP:Iteration 52Q (10806.974907 sec): 3 clusters Score: Raw -4495231.052299 + Penalty 3391.192766 = -4491839.859532 nChanged 24 SP:Iteration 53Q (10807.072479 sec): 3 clusters Score: Raw -4495236.185011 + Penalty 3391.192766 = -4491844.992245 nChanged 21 SP:Iteration 54Q (10807.151692 sec): 3 clusters Score: Raw -4495240.710456 + Penalty 3391.192766 = -4491849.517690 nChanged 26 SP:Iteration 55Q (10807.248180 sec): 3 clusters Score: Raw -4495246.386141 + Penalty 3391.192766 = -4491855.193375 nChanged 22 SP:Iteration 56Q (10807.328618 sec): 3 clusters Score: Raw -4495251.665111 + Penalty 3391.192766 = -4491860.472345 nChanged 22 SP:Iteration 57Q (10807.413649 sec): 3 clusters Score: Raw -4495258.575699 + Penalty 3391.192766 = -4491867.382932 nChanged 26 SP:Iteration 58Q (10807.511912 sec): 3 clusters Score: Raw -4495269.164870 + Penalty 3391.192766 = -4491877.972103 nChanged 28 SP:Iteration 59Q (10807.606679 sec): 3 clusters Score: Raw -4495278.790200 + Penalty 3391.192766 = -4491887.597433 nChanged 32 SP:Iteration 60F (10807.713514 sec): 3 clusters Score: Raw -4495288.725514 + Penalty 3391.192766 = -4491897.532748 nChanged 30 SP:Iteration 61Q (10807.805305 sec): 3 clusters Score: Raw -4495298.348284 + Penalty 3391.192766 = -4491907.155518 nChanged 18 SP:Iteration 62Q (10807.901335 sec): 3 clusters Score: Raw -4495304.625237 + Penalty 3391.192766 = -4491913.432471 nChanged 25 SP:Iteration 63Q (10807.988590 sec): 3 clusters Score: Raw -4495311.024814 + Penalty 3391.192766 = -4491919.832048 nChanged 22 SP:Iteration 64Q (10808.082413 sec): 3 clusters Score: Raw -4495315.756107 + Penalty 3391.192766 = -4491924.563341 nChanged 21 SP:Iteration 65Q (10808.182412 sec): 3 clusters Score: Raw -4495320.422703 + Penalty 3391.192766 = -4491929.229937 nChanged 19 SP:Iteration 66Q (10808.276330 sec): 3 clusters Score: Raw -4495325.151415 + Penalty 3391.192766 = -4491933.958649 nChanged 19 SP:Iteration 67Q (10808.373358 sec): 3 clusters Score: Raw -4495328.866901 + Penalty 3391.192766 = -4491937.674135 nChanged 14 SP:Iteration 68Q (10808.459785 sec): 3 clusters Score: Raw -4495331.432934 + Penalty 3391.192766 = -4491940.240167 nChanged 11 SP:Iteration 69Q (10808.549366 sec): 3 clusters Score: Raw -4495334.477357 + Penalty 3391.192766 = -4491943.284590 nChanged 8 SP:Iteration 70Q (10808.636670 sec): 3 clusters Score: Raw -4495336.922485 + Penalty 3391.192766 = -4491945.729719 nChanged 9 SP:Iteration 71Q (10808.729335 sec): 3 clusters Score: Raw -4495338.404984 + Penalty 3391.192766 = -4491947.212218 nChanged 6 SP:Iteration 72Q (10808.822736 sec): 3 clusters Score: Raw -4495339.423350 + Penalty 3391.192766 = -4491948.230584 nChanged 6 SP:Iteration 73Q (10808.917989 sec): 3 clusters Score: Raw -4495340.794357 + Penalty 3391.192766 = -4491949.601590 nChanged 4 SP:Iteration 74Q (10808.999427 sec): 3 clusters Score: Raw -4495341.596160 + Penalty 3391.192766 = -4491950.403394 nChanged 2 SP:Iteration 75Q (10809.091499 sec): 3 clusters Score: Raw -4495341.871639 + Penalty 3391.192766 = -4491950.678873 nChanged 2 SP:Iteration 76Q (10809.183202 sec): 3 clusters Score: Raw -4495342.024321 + Penalty 3391.192766 = -4491950.831554 nChanged 0 SP:Iteration 77F (10809.285196 sec): 3 clusters Score: Raw -4495342.024321 + Penalty 3391.192766 = -4491950.831554 nChanged 0 Trying to split cluster 16 (6590 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10809.317466 sec): 2 clusters Score: Raw -897288.097391 + Penalty 1428.912652 = -895859.184739 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10809.378791 sec): 3 clusters Score: Raw -893685.043462 + Penalty 2857.825304 = -890827.218158 nChanged 2771 SP:Iteration 1F (10809.438226 sec): 3 clusters Score: Raw -895164.044119 + Penalty 2857.825304 = -892306.218815 nChanged 441 SP:Iteration 2F (10809.492976 sec): 3 clusters Score: Raw -895370.325129 + Penalty 2857.825304 = -892512.499825 nChanged 339 SP:Iteration 3F (10809.542188 sec): 3 clusters Score: Raw -895539.890538 + Penalty 2857.825304 = -892682.065234 nChanged 296 SP:Iteration 4Q (10809.606194 sec): 3 clusters Score: Raw -895678.400368 + Penalty 2857.825304 = -892820.575064 nChanged 252 SP:Iteration 5Q (10809.663545 sec): 3 clusters Score: Raw -895791.746947 + Penalty 2857.825304 = -892933.921643 nChanged 238 SP:Iteration 6Q (10809.722324 sec): 3 clusters Score: Raw -895894.370559 + Penalty 2857.825304 = -893036.545255 nChanged 219 SP:Iteration 7Q (10809.785438 sec): 3 clusters Score: Raw -896009.994408 + Penalty 2857.825304 = -893152.169104 nChanged 243 SP:Iteration 8Q (10809.828315 sec): 3 clusters Score: Raw -896121.617895 + Penalty 2857.825304 = -893263.792591 nChanged 214 SP:Iteration 9Q (10809.887885 sec): 3 clusters Score: Raw -896227.565584 + Penalty 2857.825304 = -893369.740280 nChanged 226 SP:Iteration 10Q (10809.947284 sec): 3 clusters Score: Raw -896337.554669 + Penalty 2857.825304 = -893479.729365 nChanged 226 SP:Iteration 11Q (10810.006708 sec): 3 clusters Score: Raw -896452.892948 + Penalty 2857.825304 = -893595.067644 nChanged 228 SP:Iteration 12Q (10810.063110 sec): 3 clusters Score: Raw -896563.282525 + Penalty 2857.825304 = -893705.457221 nChanged 231 SP:Iteration 13Q (10810.123714 sec): 3 clusters Score: Raw -896674.668702 + Penalty 2857.825304 = -893816.843399 nChanged 196 SP:Iteration 14Q (10810.181599 sec): 3 clusters Score: Raw -896760.564217 + Penalty 2857.825304 = -893902.738913 nChanged 174 SP:Iteration 15Q (10810.233716 sec): 3 clusters Score: Raw -896829.190190 + Penalty 2857.825304 = -893971.364886 nChanged 136 SP:Iteration 16Q (10810.293960 sec): 3 clusters Score: Raw -896880.929848 + Penalty 2857.825304 = -894023.104544 nChanged 126 SP:Iteration 17Q (10810.351960 sec): 3 clusters Score: Raw -896930.479953 + Penalty 2857.825304 = -894072.654649 nChanged 117 SP:Iteration 18Q (10810.419067 sec): 3 clusters Score: Raw -896973.027257 + Penalty 2857.825304 = -894115.201954 nChanged 104 SP:Iteration 19Q (10810.461563 sec): 3 clusters Score: Raw -897018.347565 + Penalty 2857.825304 = -894160.522261 nChanged 121 SP:Iteration 20F (10810.532193 sec): 3 clusters Score: Raw -897065.514527 + Penalty 2857.825304 = -894207.689223 nChanged 92 SP:Iteration 21Q (10810.574674 sec): 3 clusters Score: Raw -897100.920379 + Penalty 2857.825304 = -894243.095075 nChanged 91 SP:Iteration 22Q (10810.633905 sec): 3 clusters Score: Raw -897134.354844 + Penalty 2857.825304 = -894276.529540 nChanged 81 SP:Iteration 23Q (10810.688818 sec): 3 clusters Score: Raw -897166.148094 + Penalty 2857.825304 = -894308.322790 nChanged 96 SP:Iteration 24Q (10810.742145 sec): 3 clusters Score: Raw -897208.411408 + Penalty 2857.825304 = -894350.586104 nChanged 94 SP:Iteration 25Q (10810.792605 sec): 3 clusters Score: Raw -897253.191222 + Penalty 2857.825304 = -894395.365918 nChanged 99 SP:Iteration 26Q (10810.852555 sec): 3 clusters Score: Raw -897295.308315 + Penalty 2857.825304 = -894437.483011 nChanged 92 SP:Iteration 27Q (10810.911026 sec): 3 clusters Score: Raw -897339.012257 + Penalty 2857.825304 = -894481.186953 nChanged 88 SP:Iteration 28Q (10810.970013 sec): 3 clusters Score: Raw -897372.797505 + Penalty 2857.825304 = -894514.972201 nChanged 66 SP:Iteration 29Q (10811.026067 sec): 3 clusters Score: Raw -897394.371114 + Penalty 2857.825304 = -894536.545811 nChanged 55 SP:Iteration 30Q (10811.085689 sec): 3 clusters Score: Raw -897412.964098 + Penalty 2857.825304 = -894555.138794 nChanged 47 SP:Iteration 31Q (10811.144327 sec): 3 clusters Score: Raw -897429.051211 + Penalty 2857.825304 = -894571.225907 nChanged 43 SP:Iteration 32Q (10811.196537 sec): 3 clusters Score: Raw -897442.342147 + Penalty 2857.825304 = -894584.516843 nChanged 36 SP:Iteration 33Q (10811.255905 sec): 3 clusters Score: Raw -897455.080766 + Penalty 2857.825304 = -894597.255462 nChanged 31 SP:Iteration 34Q (10811.321467 sec): 3 clusters Score: Raw -897464.704971 + Penalty 2857.825304 = -894606.879667 nChanged 34 SP:Iteration 35Q (10811.368522 sec): 3 clusters Score: Raw -897473.537064 + Penalty 2857.825304 = -894615.711760 nChanged 23 SP:Iteration 36Q (10811.421063 sec): 3 clusters Score: Raw -897480.486034 + Penalty 2857.825304 = -894622.660730 nChanged 27 SP:Iteration 37Q (10811.469737 sec): 3 clusters Score: Raw -897490.477211 + Penalty 2857.825304 = -894632.651907 nChanged 26 SP:Iteration 38Q (10811.533485 sec): 3 clusters Score: Raw -897500.085705 + Penalty 2857.825304 = -894642.260401 nChanged 25 SP:Iteration 39Q (10811.591297 sec): 3 clusters Score: Raw -897509.548135 + Penalty 2857.825304 = -894651.722831 nChanged 23 SP:Iteration 40F (10811.648198 sec): 3 clusters Score: Raw -897517.811568 + Penalty 2857.825304 = -894659.986264 nChanged 26 SP:Iteration 41Q (10811.698674 sec): 3 clusters Score: Raw -897526.590045 + Penalty 2857.825304 = -894668.764741 nChanged 24 SP:Iteration 42Q (10811.758196 sec): 3 clusters Score: Raw -897532.835881 + Penalty 2857.825304 = -894675.010577 nChanged 23 SP:Iteration 43Q (10811.816820 sec): 3 clusters Score: Raw -897539.449243 + Penalty 2857.825304 = -894681.623939 nChanged 20 SP:Iteration 44Q (10811.885578 sec): 3 clusters Score: Raw -897546.556627 + Penalty 2857.825304 = -894688.731323 nChanged 28 SP:Iteration 45Q (10811.932832 sec): 3 clusters Score: Raw -897558.489759 + Penalty 2857.825304 = -894700.664455 nChanged 29 SP:Iteration 46Q (10811.991165 sec): 3 clusters Score: Raw -897570.286626 + Penalty 2857.825304 = -894712.461322 nChanged 32 SP:Iteration 47Q (10812.049939 sec): 3 clusters Score: Raw -897581.692957 + Penalty 2857.825304 = -894723.867653 nChanged 19 SP:Iteration 48Q (10812.102350 sec): 3 clusters Score: Raw -897590.065395 + Penalty 2857.825304 = -894732.240091 nChanged 16 SP:Iteration 49Q (10812.161756 sec): 3 clusters Score: Raw -897595.384183 + Penalty 2857.825304 = -894737.558879 nChanged 16 SP:Iteration 50Q (10812.224920 sec): 3 clusters Score: Raw -897603.009645 + Penalty 2857.825304 = -894745.184341 nChanged 21 SP:Iteration 51Q (10812.272055 sec): 3 clusters Score: Raw -897611.860991 + Penalty 2857.825304 = -894754.035687 nChanged 19 SP:Iteration 52Q (10812.339408 sec): 3 clusters Score: Raw -897619.378235 + Penalty 2857.825304 = -894761.552931 nChanged 18 SP:Iteration 53Q (10812.386367 sec): 3 clusters Score: Raw -897625.871635 + Penalty 2857.825304 = -894768.046331 nChanged 20 SP:Iteration 54Q (10812.444641 sec): 3 clusters Score: Raw -897633.447358 + Penalty 2857.825304 = -894775.622054 nChanged 11 SP:Iteration 55Q (10812.515919 sec): 3 clusters Score: Raw -897638.479128 + Penalty 2857.825304 = -894780.653824 nChanged 7 SP:Iteration 56Q (10812.574902 sec): 3 clusters Score: Raw -897641.054441 + Penalty 2857.825304 = -894783.229137 nChanged 6 SP:Iteration 57Q (10812.609607 sec): 3 clusters Score: Raw -897643.841790 + Penalty 2857.825304 = -894786.016486 nChanged 12 SP:Iteration 58Q (10812.667715 sec): 3 clusters Score: Raw -897648.349680 + Penalty 2857.825304 = -894790.524376 nChanged 11 SP:Iteration 59Q (10812.737518 sec): 3 clusters Score: Raw -897653.226701 + Penalty 2857.825304 = -894795.401397 nChanged 11 SP:Iteration 60F (10812.785294 sec): 3 clusters Score: Raw -897657.102554 + Penalty 2857.825304 = -894799.277251 nChanged 7 SP:Iteration 61Q (10812.837946 sec): 3 clusters Score: Raw -897659.524869 + Penalty 2857.825304 = -894801.699565 nChanged 8 SP:Iteration 62Q (10812.896572 sec): 3 clusters Score: Raw -897663.112753 + Penalty 2857.825304 = -894805.287449 nChanged 8 SP:Iteration 63Q (10812.954459 sec): 3 clusters Score: Raw -897665.944796 + Penalty 2857.825304 = -894808.119492 nChanged 6 SP:Iteration 64Q (10813.012509 sec): 3 clusters Score: Raw -897667.552199 + Penalty 2857.825304 = -894809.726895 nChanged 5 SP:Iteration 65Q (10813.071394 sec): 3 clusters Score: Raw -897669.793229 + Penalty 2857.825304 = -894811.967925 nChanged 4 SP:Iteration 66Q (10813.129985 sec): 3 clusters Score: Raw -897671.555151 + Penalty 2857.825304 = -894813.729847 nChanged 6 SP:Iteration 67Q (10813.188304 sec): 3 clusters Score: Raw -897674.843252 + Penalty 2857.825304 = -894817.017948 nChanged 4 SP:Iteration 68Q (10813.252902 sec): 3 clusters Score: Raw -897676.877416 + Penalty 2857.825304 = -894819.052112 nChanged 2 SP:Iteration 69Q (10813.305194 sec): 3 clusters Score: Raw -897677.572500 + Penalty 2857.825304 = -894819.747196 nChanged 2 SP:Iteration 70Q (10813.367143 sec): 3 clusters Score: Raw -897678.142591 + Penalty 2857.825304 = -894820.317287 nChanged 2 SP:Iteration 71Q (10813.415408 sec): 3 clusters Score: Raw -897679.117195 + Penalty 2857.825304 = -894821.291891 nChanged 1 SP:Iteration 72Q (10813.467139 sec): 3 clusters Score: Raw -897679.265056 + Penalty 2857.825304 = -894821.439753 nChanged 1 SP:Iteration 73Q (10813.524147 sec): 3 clusters Score: Raw -897679.427818 + Penalty 2857.825304 = -894821.602514 nChanged 2 SP:Iteration 74Q (10813.583361 sec): 3 clusters Score: Raw -897680.014603 + Penalty 2857.825304 = -894822.189299 nChanged 0 SP:Iteration 75F (10813.637576 sec): 3 clusters Score: Raw -897680.014603 + Penalty 2857.825304 = -894822.189299 nChanged 0 Trying to split cluster 17 (3538 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10813.675010 sec): 2 clusters Score: Raw -392310.220384 + Penalty 1327.838992 = -390982.381392 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10813.718420 sec): 3 clusters Score: Raw -390674.426393 + Penalty 2655.677984 = -388018.748409 nChanged 1339 SP:Iteration 1F (10813.772115 sec): 3 clusters Score: Raw -391666.889132 + Penalty 2655.677984 = -389011.211148 nChanged 372 SP:Iteration 2F (10813.826133 sec): 3 clusters Score: Raw -392042.564023 + Penalty 2655.677984 = -389386.886039 nChanged 278 SP:Iteration 3F (10813.879856 sec): 3 clusters Score: Raw -392285.265865 + Penalty 2655.677984 = -389629.587880 nChanged 214 SP:Iteration 4F (10813.927025 sec): 3 clusters Score: Raw -392473.392800 + Penalty 2655.677984 = -389817.714816 nChanged 168 SP:Iteration 5Q (10813.992962 sec): 3 clusters Score: Raw -392592.825401 + Penalty 2655.677984 = -389937.147417 nChanged 118 SP:Iteration 6Q (10814.037063 sec): 3 clusters Score: Raw -392657.655300 + Penalty 2655.677984 = -390001.977316 nChanged 79 SP:Iteration 7Q (10814.054586 sec): 3 clusters Score: Raw -392710.037958 + Penalty 2655.677984 = -390054.359973 nChanged 80 SP:Iteration 8Q (10814.072299 sec): 3 clusters Score: Raw -392780.679826 + Penalty 2655.677984 = -390125.001842 nChanged 83 SP:Iteration 9Q (10814.126037 sec): 3 clusters Score: Raw -392837.662816 + Penalty 2655.677984 = -390181.984832 nChanged 70 SP:Iteration 10Q (10814.178635 sec): 3 clusters Score: Raw -392880.156143 + Penalty 2655.677984 = -390224.478159 nChanged 63 SP:Iteration 11Q (10814.232188 sec): 3 clusters Score: Raw -392921.065903 + Penalty 2655.677984 = -390265.387919 nChanged 70 SP:Iteration 12Q (10814.283249 sec): 3 clusters Score: Raw -392965.876233 + Penalty 2655.677984 = -390310.198249 nChanged 53 SP:Iteration 13Q (10814.331115 sec): 3 clusters Score: Raw -392998.197314 + Penalty 2655.677984 = -390342.519330 nChanged 35 SP:Iteration 14Q (10814.392640 sec): 3 clusters Score: Raw -393025.919434 + Penalty 2655.677984 = -390370.241449 nChanged 48 SP:Iteration 15Q (10814.439960 sec): 3 clusters Score: Raw -393053.085890 + Penalty 2655.677984 = -390397.407905 nChanged 27 SP:Iteration 16Q (10814.481540 sec): 3 clusters Score: Raw -393070.169603 + Penalty 2655.677984 = -390414.491618 nChanged 33 SP:Iteration 17Q (10814.526732 sec): 3 clusters Score: Raw -393087.881901 + Penalty 2655.677984 = -390432.203916 nChanged 28 SP:Iteration 18Q (10814.577808 sec): 3 clusters Score: Raw -393100.974291 + Penalty 2655.677984 = -390445.296307 nChanged 18 SP:Iteration 19Q (10814.630893 sec): 3 clusters Score: Raw -393112.473579 + Penalty 2655.677984 = -390456.795595 nChanged 27 SP:Iteration 20F (10814.672447 sec): 3 clusters Score: Raw -393129.754147 + Penalty 2655.677984 = -390474.076162 nChanged 20 SP:Iteration 21Q (10814.725308 sec): 3 clusters Score: Raw -393144.659912 + Penalty 2655.677984 = -390488.981928 nChanged 17 SP:Iteration 22Q (10814.775288 sec): 3 clusters Score: Raw -393151.080055 + Penalty 2655.677984 = -390495.402071 nChanged 12 SP:Iteration 23Q (10814.823530 sec): 3 clusters Score: Raw -393155.510775 + Penalty 2655.677984 = -390499.832791 nChanged 10 SP:Iteration 24Q (10814.876547 sec): 3 clusters Score: Raw -393159.644792 + Penalty 2655.677984 = -390503.966808 nChanged 8 SP:Iteration 25Q (10814.929719 sec): 3 clusters Score: Raw -393162.745988 + Penalty 2655.677984 = -390507.068004 nChanged 11 SP:Iteration 26Q (10814.992094 sec): 3 clusters Score: Raw -393167.496365 + Penalty 2655.677984 = -390511.818380 nChanged 9 SP:Iteration 27Q (10815.046078 sec): 3 clusters Score: Raw -393171.036319 + Penalty 2655.677984 = -390515.358335 nChanged 6 SP:Iteration 28Q (10815.088488 sec): 3 clusters Score: Raw -393173.129364 + Penalty 2655.677984 = -390517.451380 nChanged 6 SP:Iteration 29Q (10815.141357 sec): 3 clusters Score: Raw -393175.503414 + Penalty 2655.677984 = -390519.825429 nChanged 5 SP:Iteration 30Q (10815.195208 sec): 3 clusters Score: Raw -393176.503049 + Penalty 2655.677984 = -390520.825064 nChanged 1 SP:Iteration 31Q (10815.249630 sec): 3 clusters Score: Raw -393176.687417 + Penalty 2655.677984 = -390521.009433 nChanged 0 SP:Iteration 32F (10815.304031 sec): 3 clusters Score: Raw -393176.687417 + Penalty 2655.677984 = -390521.009433 nChanged 0 Trying to split cluster 18 (6156 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10815.344107 sec): 2 clusters Score: Raw -833023.909406 + Penalty 1417.842155 = -831606.067250 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10815.403672 sec): 3 clusters Score: Raw -829745.406638 + Penalty 2835.684311 = -826909.722327 nChanged 2531 SP:Iteration 1F (10815.460264 sec): 3 clusters Score: Raw -831096.876703 + Penalty 2835.684311 = -828261.192392 nChanged 481 SP:Iteration 2F (10815.502165 sec): 3 clusters Score: Raw -831398.769325 + Penalty 2835.684311 = -828563.085014 nChanged 410 SP:Iteration 3F (10815.553801 sec): 3 clusters Score: Raw -831694.613599 + Penalty 2835.684311 = -828858.929288 nChanged 397 SP:Iteration 4F (10815.612151 sec): 3 clusters Score: Raw -831979.954950 + Penalty 2835.684311 = -829144.270639 nChanged 379 SP:Iteration 5F (10815.655773 sec): 3 clusters Score: Raw -832260.284977 + Penalty 2835.684311 = -829424.600666 nChanged 339 SP:Iteration 6F (10815.719687 sec): 3 clusters Score: Raw -832488.224189 + Penalty 2835.684311 = -829652.539878 nChanged 296 SP:Iteration 7Q (10815.783502 sec): 3 clusters Score: Raw -832700.232787 + Penalty 2835.684311 = -829864.548476 nChanged 242 SP:Iteration 8Q (10815.830186 sec): 3 clusters Score: Raw -832867.869175 + Penalty 2835.684311 = -830032.184864 nChanged 185 SP:Iteration 9Q (10815.881219 sec): 3 clusters Score: Raw -833000.903817 + Penalty 2835.684311 = -830165.219506 nChanged 167 SP:Iteration 10Q (10815.938800 sec): 3 clusters Score: Raw -833105.609002 + Penalty 2835.684311 = -830269.924691 nChanged 140 SP:Iteration 11Q (10815.996229 sec): 3 clusters Score: Raw -833192.264908 + Penalty 2835.684311 = -830356.580598 nChanged 93 SP:Iteration 12Q (10816.050343 sec): 3 clusters Score: Raw -833248.661009 + Penalty 2835.684311 = -830412.976698 nChanged 67 SP:Iteration 13Q (10816.102155 sec): 3 clusters Score: Raw -833280.762003 + Penalty 2835.684311 = -830445.077693 nChanged 58 SP:Iteration 14Q (10816.159715 sec): 3 clusters Score: Raw -833308.303931 + Penalty 2835.684311 = -830472.619621 nChanged 49 SP:Iteration 15Q (10816.217058 sec): 3 clusters Score: Raw -833329.274033 + Penalty 2835.684311 = -830493.589722 nChanged 44 SP:Iteration 16Q (10816.274695 sec): 3 clusters Score: Raw -833344.192411 + Penalty 2835.684311 = -830508.508100 nChanged 31 SP:Iteration 17Q (10816.331855 sec): 3 clusters Score: Raw -833352.223861 + Penalty 2835.684311 = -830516.539551 nChanged 11 SP:Iteration 18Q (10816.396496 sec): 3 clusters Score: Raw -833356.195705 + Penalty 2835.684311 = -830520.511395 nChanged 13 SP:Iteration 19Q (10816.440150 sec): 3 clusters Score: Raw -833359.593921 + Penalty 2835.684311 = -830523.909610 nChanged 15 SP:Iteration 20F (10816.491187 sec): 3 clusters Score: Raw -833362.594502 + Penalty 2835.684311 = -830526.910191 nChanged 9 SP:Iteration 21Q (10816.544953 sec): 3 clusters Score: Raw -833364.906066 + Penalty 2835.684311 = -830529.221755 nChanged 11 SP:Iteration 22Q (10816.602746 sec): 3 clusters Score: Raw -833367.453505 + Penalty 2835.684311 = -830531.769195 nChanged 11 SP:Iteration 23Q (10816.660058 sec): 3 clusters Score: Raw -833370.404931 + Penalty 2835.684311 = -830534.720620 nChanged 16 SP:Iteration 24Q (10816.717142 sec): 3 clusters Score: Raw -833375.503788 + Penalty 2835.684311 = -830539.819477 nChanged 14 SP:Iteration 25Q (10816.775607 sec): 3 clusters Score: Raw -833379.520635 + Penalty 2835.684311 = -830543.836324 nChanged 15 SP:Iteration 26Q (10816.833154 sec): 3 clusters Score: Raw -833385.358101 + Penalty 2835.684311 = -830549.673790 nChanged 12 SP:Iteration 27Q (10816.890384 sec): 3 clusters Score: Raw -833389.475590 + Penalty 2835.684311 = -830553.791279 nChanged 7 SP:Iteration 28Q (10816.946331 sec): 3 clusters Score: Raw -833390.674401 + Penalty 2835.684311 = -830554.990090 nChanged 9 SP:Iteration 29Q (10816.998102 sec): 3 clusters Score: Raw -833393.128874 + Penalty 2835.684311 = -830557.444563 nChanged 8 SP:Iteration 30Q (10817.055454 sec): 3 clusters Score: Raw -833396.143983 + Penalty 2835.684311 = -830560.459672 nChanged 10 SP:Iteration 31Q (10817.101706 sec): 3 clusters Score: Raw -833399.547891 + Penalty 2835.684311 = -830563.863580 nChanged 8 SP:Iteration 32Q (10817.159667 sec): 3 clusters Score: Raw -833401.836801 + Penalty 2835.684311 = -830566.152490 nChanged 12 SP:Iteration 33Q (10817.217010 sec): 3 clusters Score: Raw -833405.374178 + Penalty 2835.684311 = -830569.689867 nChanged 5 SP:Iteration 34Q (10817.280670 sec): 3 clusters Score: Raw -833406.369545 + Penalty 2835.684311 = -830570.685234 nChanged 9 SP:Iteration 35Q (10817.332963 sec): 3 clusters Score: Raw -833409.569615 + Penalty 2835.684311 = -830573.885304 nChanged 15 SP:Iteration 36Q (10817.388174 sec): 3 clusters Score: Raw -833413.287211 + Penalty 2835.684311 = -830577.602901 nChanged 11 SP:Iteration 37Q (10817.439659 sec): 3 clusters Score: Raw -833416.260664 + Penalty 2835.684311 = -830580.576353 nChanged 9 SP:Iteration 38Q (10817.487135 sec): 3 clusters Score: Raw -833419.569867 + Penalty 2835.684311 = -830583.885556 nChanged 15 SP:Iteration 39Q (10817.533178 sec): 3 clusters Score: Raw -833424.802679 + Penalty 2835.684311 = -830589.118368 nChanged 16 SP:Iteration 40F (10817.591014 sec): 3 clusters Score: Raw -833430.272904 + Penalty 2835.684311 = -830594.588593 nChanged 15 SP:Iteration 41Q (10817.648716 sec): 3 clusters Score: Raw -833434.679082 + Penalty 2835.684311 = -830598.994771 nChanged 13 SP:Iteration 42Q (10817.702213 sec): 3 clusters Score: Raw -833438.932769 + Penalty 2835.684311 = -830603.248459 nChanged 14 SP:Iteration 43Q (10817.760740 sec): 3 clusters Score: Raw -833442.984359 + Penalty 2835.684311 = -830607.300048 nChanged 8 SP:Iteration 44Q (10817.818443 sec): 3 clusters Score: Raw -833444.800578 + Penalty 2835.684311 = -830609.116267 nChanged 10 SP:Iteration 45Q (10817.876787 sec): 3 clusters Score: Raw -833447.287777 + Penalty 2835.684311 = -830611.603466 nChanged 11 SP:Iteration 46Q (10817.926816 sec): 3 clusters Score: Raw -833451.140492 + Penalty 2835.684311 = -830615.456182 nChanged 13 SP:Iteration 47Q (10817.985077 sec): 3 clusters Score: Raw -833455.604673 + Penalty 2835.684311 = -830619.920362 nChanged 10 SP:Iteration 48Q (10818.042902 sec): 3 clusters Score: Raw -833459.990708 + Penalty 2835.684311 = -830624.306397 nChanged 7 SP:Iteration 49Q (10818.101021 sec): 3 clusters Score: Raw -833462.604554 + Penalty 2835.684311 = -830626.920243 nChanged 10 SP:Iteration 50Q (10818.150836 sec): 3 clusters Score: Raw -833466.776658 + Penalty 2835.684311 = -830631.092347 nChanged 13 SP:Iteration 51Q (10818.199375 sec): 3 clusters Score: Raw -833471.009863 + Penalty 2835.684311 = -830635.325552 nChanged 14 SP:Iteration 52Q (10818.258002 sec): 3 clusters Score: Raw -833475.872660 + Penalty 2835.684311 = -830640.188349 nChanged 12 SP:Iteration 53Q (10818.308483 sec): 3 clusters Score: Raw -833479.737438 + Penalty 2835.684311 = -830644.053127 nChanged 11 SP:Iteration 54Q (10818.366312 sec): 3 clusters Score: Raw -833484.566705 + Penalty 2835.684311 = -830648.882394 nChanged 12 SP:Iteration 55Q (10818.412392 sec): 3 clusters Score: Raw -833488.140431 + Penalty 2835.684311 = -830652.456120 nChanged 11 SP:Iteration 56Q (10818.468241 sec): 3 clusters Score: Raw -833490.829849 + Penalty 2835.684311 = -830655.145538 nChanged 8 SP:Iteration 57Q (10818.516567 sec): 3 clusters Score: Raw -833493.672436 + Penalty 2835.684311 = -830657.988126 nChanged 14 SP:Iteration 58Q (10818.567095 sec): 3 clusters Score: Raw -833498.504140 + Penalty 2835.684311 = -830662.819829 nChanged 13 SP:Iteration 59Q (10818.623796 sec): 3 clusters Score: Raw -833503.846622 + Penalty 2835.684311 = -830668.162311 nChanged 11 SP:Iteration 60F (10818.681533 sec): 3 clusters Score: Raw -833507.666507 + Penalty 2835.684311 = -830671.982197 nChanged 14 SP:Iteration 61Q (10818.731274 sec): 3 clusters Score: Raw -833511.860127 + Penalty 2835.684311 = -830676.175816 nChanged 13 SP:Iteration 62Q (10818.787785 sec): 3 clusters Score: Raw -833517.196248 + Penalty 2835.684311 = -830681.511938 nChanged 10 SP:Iteration 63Q (10818.845193 sec): 3 clusters Score: Raw -833521.011276 + Penalty 2835.684311 = -830685.326965 nChanged 9 SP:Iteration 64Q (10818.894303 sec): 3 clusters Score: Raw -833524.926826 + Penalty 2835.684311 = -830689.242516 nChanged 11 SP:Iteration 65Q (10818.946240 sec): 3 clusters Score: Raw -833529.436936 + Penalty 2835.684311 = -830693.752625 nChanged 18 SP:Iteration 66Q (10819.002977 sec): 3 clusters Score: Raw -833536.775080 + Penalty 2835.684311 = -830701.090769 nChanged 16 SP:Iteration 67Q (10819.050886 sec): 3 clusters Score: Raw -833542.523714 + Penalty 2835.684311 = -830706.839403 nChanged 9 SP:Iteration 68Q (10819.103077 sec): 3 clusters Score: Raw -833545.989495 + Penalty 2835.684311 = -830710.305184 nChanged 8 SP:Iteration 69Q (10819.160646 sec): 3 clusters Score: Raw -833550.202692 + Penalty 2835.684311 = -830714.518381 nChanged 13 SP:Iteration 70Q (10819.229904 sec): 3 clusters Score: Raw -833555.523847 + Penalty 2835.684311 = -830719.839536 nChanged 10 SP:Iteration 71Q (10819.272935 sec): 3 clusters Score: Raw -833560.109375 + Penalty 2835.684311 = -830724.425065 nChanged 8 SP:Iteration 72Q (10819.327497 sec): 3 clusters Score: Raw -833563.474351 + Penalty 2835.684311 = -830727.790040 nChanged 10 SP:Iteration 73Q (10819.371530 sec): 3 clusters Score: Raw -833567.132595 + Penalty 2835.684311 = -830731.448284 nChanged 5 SP:Iteration 74Q (10819.427285 sec): 3 clusters Score: Raw -833568.646859 + Penalty 2835.684311 = -830732.962548 nChanged 3 SP:Iteration 75Q (10819.482906 sec): 3 clusters Score: Raw -833570.188549 + Penalty 2835.684311 = -830734.504238 nChanged 1 SP:Iteration 76Q (10819.536166 sec): 3 clusters Score: Raw -833570.492115 + Penalty 2835.684311 = -830734.807804 nChanged 1 SP:Iteration 77Q (10819.592395 sec): 3 clusters Score: Raw -833571.303873 + Penalty 2835.684311 = -830735.619562 nChanged 1 SP:Iteration 78Q (10819.648837 sec): 3 clusters Score: Raw -833571.437365 + Penalty 2835.684311 = -830735.753054 nChanged 0 SP:Iteration 79F (10819.707058 sec): 3 clusters Score: Raw -833571.437365 + Penalty 2835.684311 = -830735.753054 nChanged 0 Trying to split cluster 19 (93016 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10819.844486 sec): 2 clusters Score: Raw -12112231.572327 + Penalty 1859.085605 = -12110372.486722 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10820.042392 sec): 3 clusters Score: Raw -12051845.101828 + Penalty 3718.171210 = -12048126.930618 nChanged 44359 SP:Iteration 1F (10820.229300 sec): 3 clusters Score: Raw -12077456.604483 + Penalty 3718.171210 = -12073738.433273 nChanged 3138 SP:Iteration 2Q (10820.425826 sec): 3 clusters Score: Raw -12078157.819795 + Penalty 3718.171210 = -12074439.648585 nChanged 3104 SP:Iteration 3Q (10820.628189 sec): 3 clusters Score: Raw -12078891.128542 + Penalty 3718.171210 = -12075172.957332 nChanged 3193 SP:Iteration 4Q (10820.820773 sec): 3 clusters Score: Raw -12079760.701593 + Penalty 3718.171210 = -12076042.530383 nChanged 3393 SP:Iteration 5Q (10821.033908 sec): 3 clusters Score: Raw -12080981.932415 + Penalty 3718.171210 = -12077263.761205 nChanged 4084 SP:Iteration 6Q (10821.242285 sec): 3 clusters Score: Raw -12082956.340385 + Penalty 3718.171210 = -12079238.169175 nChanged 4968 SP:Iteration 7F (10821.442769 sec): 3 clusters Score: Raw -12086059.615709 + Penalty 3718.171210 = -12082341.444499 nChanged 5694 SP:Iteration 8F (10821.638199 sec): 3 clusters Score: Raw -12090418.399587 + Penalty 3718.171210 = -12086700.228377 nChanged 5857 SP:Iteration 9F (10821.812363 sec): 3 clusters Score: Raw -12095237.075459 + Penalty 3718.171210 = -12091518.904248 nChanged 5293 SP:Iteration 10F (10821.999856 sec): 3 clusters Score: Raw -12099435.190112 + Penalty 3718.171210 = -12095717.018902 nChanged 4285 SP:Iteration 11Q (10822.187645 sec): 3 clusters Score: Raw -12102376.539418 + Penalty 3718.171210 = -12098658.368208 nChanged 3190 SP:Iteration 12Q (10822.366985 sec): 3 clusters Score: Raw -12104189.236335 + Penalty 3718.171210 = -12100471.065125 nChanged 2514 SP:Iteration 13Q (10822.545379 sec): 3 clusters Score: Raw -12105528.731276 + Penalty 3718.171210 = -12101810.560066 nChanged 2181 SP:Iteration 14Q (10822.712001 sec): 3 clusters Score: Raw -12106702.173821 + Penalty 3718.171210 = -12102984.002611 nChanged 1977 SP:Iteration 15Q (10822.868645 sec): 3 clusters Score: Raw -12107787.148059 + Penalty 3718.171210 = -12104068.976849 nChanged 1772 SP:Iteration 16Q (10823.055600 sec): 3 clusters Score: Raw -12108805.870251 + Penalty 3718.171210 = -12105087.699040 nChanged 1557 SP:Iteration 17Q (10823.226201 sec): 3 clusters Score: Raw -12109706.166066 + Penalty 3718.171210 = -12105987.994856 nChanged 1248 SP:Iteration 18Q (10823.380207 sec): 3 clusters Score: Raw -12110407.304426 + Penalty 3718.171210 = -12106689.133216 nChanged 1010 SP:Iteration 19Q (10823.566961 sec): 3 clusters Score: Raw -12110994.952841 + Penalty 3718.171210 = -12107276.781631 nChanged 793 SP:Iteration 20F (10823.751645 sec): 3 clusters Score: Raw -12111445.266646 + Penalty 3718.171210 = -12107727.095436 nChanged 609 SP:Iteration 21Q (10823.896068 sec): 3 clusters Score: Raw -12111807.228629 + Penalty 3718.171210 = -12108089.057419 nChanged 431 SP:Iteration 22Q (10824.060261 sec): 3 clusters Score: Raw -12112052.518874 + Penalty 3718.171210 = -12108334.347664 nChanged 301 SP:Iteration 23Q (10824.220050 sec): 3 clusters Score: Raw -12112207.253899 + Penalty 3718.171210 = -12108489.082689 nChanged 225 SP:Iteration 24Q (10824.367294 sec): 3 clusters Score: Raw -12112315.074074 + Penalty 3718.171210 = -12108596.902864 nChanged 160 SP:Iteration 25Q (10824.500664 sec): 3 clusters Score: Raw -12112381.279341 + Penalty 3718.171210 = -12108663.108130 nChanged 114 SP:Iteration 26Q (10824.661836 sec): 3 clusters Score: Raw -12112430.722437 + Penalty 3718.171210 = -12108712.551227 nChanged 101 SP:Iteration 27Q (10824.823379 sec): 3 clusters Score: Raw -12112471.353863 + Penalty 3718.171210 = -12108753.182653 nChanged 72 SP:Iteration 28Q (10824.993729 sec): 3 clusters Score: Raw -12112504.238720 + Penalty 3718.171210 = -12108786.067510 nChanged 71 SP:Iteration 29Q (10825.154442 sec): 3 clusters Score: Raw -12112540.100506 + Penalty 3718.171210 = -12108821.929296 nChanged 62 SP:Iteration 30Q (10825.312997 sec): 3 clusters Score: Raw -12112570.760936 + Penalty 3718.171210 = -12108852.589726 nChanged 46 SP:Iteration 31Q (10825.463015 sec): 3 clusters Score: Raw -12112589.233173 + Penalty 3718.171210 = -12108871.061963 nChanged 33 SP:Iteration 32Q (10825.634593 sec): 3 clusters Score: Raw -12112602.551104 + Penalty 3718.171210 = -12108884.379893 nChanged 25 SP:Iteration 33Q (10825.796482 sec): 3 clusters Score: Raw -12112610.899141 + Penalty 3718.171210 = -12108892.727931 nChanged 18 SP:Iteration 34Q (10825.925627 sec): 3 clusters Score: Raw -12112617.664425 + Penalty 3718.171210 = -12108899.493215 nChanged 15 SP:Iteration 35Q (10826.098912 sec): 3 clusters Score: Raw -12112623.574036 + Penalty 3718.171210 = -12108905.402826 nChanged 9 SP:Iteration 36Q (10826.260544 sec): 3 clusters Score: Raw -12112626.494787 + Penalty 3718.171210 = -12108908.323577 nChanged 7 SP:Iteration 37Q (10826.412162 sec): 3 clusters Score: Raw -12112629.428286 + Penalty 3718.171210 = -12108911.257075 nChanged 6 SP:Iteration 38Q (10826.586353 sec): 3 clusters Score: Raw -12112631.885793 + Penalty 3718.171210 = -12108913.714583 nChanged 6 SP:Iteration 39Q (10826.743182 sec): 3 clusters Score: Raw -12112634.433636 + Penalty 3718.171210 = -12108916.262426 nChanged 6 SP:Iteration 40F (10826.926351 sec): 3 clusters Score: Raw -12112636.938509 + Penalty 3718.171210 = -12108918.767299 nChanged 8 SP:Iteration 41Q (10827.097249 sec): 3 clusters Score: Raw -12112638.176181 + Penalty 3718.171210 = -12108920.004971 nChanged 2 SP:Iteration 42Q (10827.243590 sec): 3 clusters Score: Raw -12112639.036192 + Penalty 3718.171210 = -12108920.864982 nChanged 3 SP:Iteration 43Q (10827.393613 sec): 3 clusters Score: Raw -12112639.795193 + Penalty 3718.171210 = -12108921.623983 nChanged 1 SP:Iteration 44Q (10827.568824 sec): 3 clusters Score: Raw -12112640.198296 + Penalty 3718.171210 = -12108922.027086 nChanged 4 SP:Iteration 45Q (10827.727897 sec): 3 clusters Score: Raw -12112641.317373 + Penalty 3718.171210 = -12108923.146163 nChanged 3 SP:Iteration 46Q (10827.868417 sec): 3 clusters Score: Raw -12112642.932218 + Penalty 3718.171210 = -12108924.761008 nChanged 2 SP:Iteration 47Q (10828.031543 sec): 3 clusters Score: Raw -12112643.760120 + Penalty 3718.171210 = -12108925.588910 nChanged 2 SP:Iteration 48Q (10828.189591 sec): 3 clusters Score: Raw -12112645.065109 + Penalty 3718.171210 = -12108926.893899 nChanged 3 SP:Iteration 49Q (10828.343546 sec): 3 clusters Score: Raw -12112647.177975 + Penalty 3718.171210 = -12108929.006765 nChanged 3 SP:Iteration 50Q (10828.510563 sec): 3 clusters Score: Raw -12112648.428592 + Penalty 3718.171210 = -12108930.257382 nChanged 3 SP:Iteration 51Q (10828.657756 sec): 3 clusters Score: Raw -12112649.698072 + Penalty 3718.171210 = -12108931.526862 nChanged 5 SP:Iteration 52Q (10828.807373 sec): 3 clusters Score: Raw -12112651.255223 + Penalty 3718.171210 = -12108933.084013 nChanged 3 SP:Iteration 53Q (10828.938967 sec): 3 clusters Score: Raw -12112652.576171 + Penalty 3718.171210 = -12108934.404960 nChanged 4 SP:Iteration 54Q (10829.115543 sec): 3 clusters Score: Raw -12112653.739752 + Penalty 3718.171210 = -12108935.568541 nChanged 3 SP:Iteration 55Q (10829.289537 sec): 3 clusters Score: Raw -12112655.112113 + Penalty 3718.171210 = -12108936.940903 nChanged 3 SP:Iteration 56Q (10829.463847 sec): 3 clusters Score: Raw -12112655.966593 + Penalty 3718.171210 = -12108937.795383 nChanged 1 SP:Iteration 57Q (10829.633435 sec): 3 clusters Score: Raw -12112656.378490 + Penalty 3718.171210 = -12108938.207280 nChanged 1 SP:Iteration 58Q (10829.804139 sec): 3 clusters Score: Raw -12112656.500844 + Penalty 3718.171210 = -12108938.329634 nChanged 1 SP:Iteration 59Q (10829.965084 sec): 3 clusters Score: Raw -12112656.711204 + Penalty 3718.171210 = -12108938.539994 nChanged 2 SP:Iteration 60F (10830.174158 sec): 3 clusters Score: Raw -12112657.351686 + Penalty 3718.171210 = -12108939.180476 nChanged 1 SP:Iteration 61Q (10830.328312 sec): 3 clusters Score: Raw -12112657.470489 + Penalty 3718.171210 = -12108939.299279 nChanged 0 SP:Iteration 62F (10830.514972 sec): 3 clusters Score: Raw -12112657.470489 + Penalty 3718.171210 = -12108939.299279 nChanged 0 Trying to split cluster 20 (2130 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10830.548618 sec): 2 clusters Score: Raw -255784.116725 + Penalty 1245.380055 = -254538.736670 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10830.586758 sec): 3 clusters Score: Raw -254886.926493 + Penalty 2490.760109 = -252396.166384 nChanged 730 SP:Iteration 1F (10830.637723 sec): 3 clusters Score: Raw -255386.180566 + Penalty 2490.760109 = -252895.420457 nChanged 191 SP:Iteration 2F (10830.677058 sec): 3 clusters Score: Raw -255556.601115 + Penalty 2490.760109 = -253065.841006 nChanged 139 SP:Iteration 3F (10830.725678 sec): 3 clusters Score: Raw -255671.605736 + Penalty 2490.760109 = -253180.845627 nChanged 102 SP:Iteration 4Q (10830.772828 sec): 3 clusters Score: Raw -255761.895893 + Penalty 2490.760109 = -253271.135784 nChanged 82 SP:Iteration 5Q (10830.813722 sec): 3 clusters Score: Raw -255852.589124 + Penalty 2490.760109 = -253361.829015 nChanged 90 SP:Iteration 6Q (10830.858396 sec): 3 clusters Score: Raw -255932.659228 + Penalty 2490.760109 = -253441.899119 nChanged 64 SP:Iteration 7Q (10830.908058 sec): 3 clusters Score: Raw -255982.029761 + Penalty 2490.760109 = -253491.269652 nChanged 58 SP:Iteration 8Q (10830.959097 sec): 3 clusters Score: Raw -256019.064155 + Penalty 2490.760109 = -253528.304046 nChanged 51 SP:Iteration 9Q (10831.010399 sec): 3 clusters Score: Raw -256055.716380 + Penalty 2490.760109 = -253564.956271 nChanged 44 SP:Iteration 10Q (10831.061122 sec): 3 clusters Score: Raw -256085.672808 + Penalty 2490.760109 = -253594.912699 nChanged 33 SP:Iteration 11Q (10831.112362 sec): 3 clusters Score: Raw -256112.406314 + Penalty 2490.760109 = -253621.646205 nChanged 32 SP:Iteration 12Q (10831.163478 sec): 3 clusters Score: Raw -256137.720247 + Penalty 2490.760109 = -253646.960138 nChanged 34 SP:Iteration 13Q (10831.214773 sec): 3 clusters Score: Raw -256162.565435 + Penalty 2490.760109 = -253671.805326 nChanged 29 SP:Iteration 14Q (10831.255076 sec): 3 clusters Score: Raw -256188.846389 + Penalty 2490.760109 = -253698.086280 nChanged 22 SP:Iteration 15Q (10831.306519 sec): 3 clusters Score: Raw -256207.274847 + Penalty 2490.760109 = -253716.514738 nChanged 25 SP:Iteration 16Q (10831.363294 sec): 3 clusters Score: Raw -256229.540415 + Penalty 2490.760109 = -253738.780306 nChanged 26 SP:Iteration 17Q (10831.409174 sec): 3 clusters Score: Raw -256251.695980 + Penalty 2490.760109 = -253760.935871 nChanged 27 SP:Iteration 18Q (10831.441555 sec): 3 clusters Score: Raw -256272.403184 + Penalty 2490.760109 = -253781.643075 nChanged 19 SP:Iteration 19Q (10831.484985 sec): 3 clusters Score: Raw -256287.767314 + Penalty 2490.760109 = -253797.007205 nChanged 17 SP:Iteration 20F (10831.534858 sec): 3 clusters Score: Raw -256295.874852 + Penalty 2490.760109 = -253805.114743 nChanged 12 SP:Iteration 21Q (10831.587277 sec): 3 clusters Score: Raw -256302.933325 + Penalty 2490.760109 = -253812.173215 nChanged 9 SP:Iteration 22Q (10831.626102 sec): 3 clusters Score: Raw -256309.494261 + Penalty 2490.760109 = -253818.734152 nChanged 11 SP:Iteration 23Q (10831.671491 sec): 3 clusters Score: Raw -256314.962249 + Penalty 2490.760109 = -253824.202140 nChanged 10 SP:Iteration 24Q (10831.732792 sec): 3 clusters Score: Raw -256319.866513 + Penalty 2490.760109 = -253829.106404 nChanged 6 SP:Iteration 25Q (10831.774832 sec): 3 clusters Score: Raw -256323.549703 + Penalty 2490.760109 = -253832.789594 nChanged 7 SP:Iteration 26Q (10831.825612 sec): 3 clusters Score: Raw -256327.039397 + Penalty 2490.760109 = -253836.279288 nChanged 4 SP:Iteration 27Q (10831.875489 sec): 3 clusters Score: Raw -256328.394470 + Penalty 2490.760109 = -253837.634361 nChanged 3 SP:Iteration 28Q (10831.926109 sec): 3 clusters Score: Raw -256329.485135 + Penalty 2490.760109 = -253838.725026 nChanged 4 SP:Iteration 29Q (10831.977159 sec): 3 clusters Score: Raw -256331.184900 + Penalty 2490.760109 = -253840.424791 nChanged 1 SP:Iteration 30Q (10832.028043 sec): 3 clusters Score: Raw -256331.565075 + Penalty 2490.760109 = -253840.804966 nChanged 1 SP:Iteration 31Q (10832.068212 sec): 3 clusters Score: Raw -256331.935308 + Penalty 2490.760109 = -253841.175199 nChanged 0 SP:Iteration 32F (10832.119218 sec): 3 clusters Score: Raw -256331.935308 + Penalty 2490.760109 = -253841.175199 nChanged 0 Trying to split cluster 21 (2131 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10832.146032 sec): 2 clusters Score: Raw -258310.344650 + Penalty 1245.456328 = -257064.888322 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10832.197067 sec): 3 clusters Score: Raw -257412.664162 + Penalty 2490.912655 = -254921.751506 nChanged 779 SP:Iteration 1F (10832.248008 sec): 3 clusters Score: Raw -257986.506874 + Penalty 2490.912655 = -255495.594218 nChanged 195 SP:Iteration 2F (10832.291864 sec): 3 clusters Score: Raw -258198.833673 + Penalty 2490.912655 = -255707.921018 nChanged 149 SP:Iteration 3F (10832.342920 sec): 3 clusters Score: Raw -258371.121235 + Penalty 2490.912655 = -255880.208580 nChanged 145 SP:Iteration 4F (10832.393889 sec): 3 clusters Score: Raw -258593.410624 + Penalty 2490.912655 = -256102.497968 nChanged 157 SP:Iteration 5F (10832.445888 sec): 3 clusters Score: Raw -258810.884513 + Penalty 2490.912655 = -256319.971857 nChanged 123 SP:Iteration 6F (10832.497673 sec): 3 clusters Score: Raw -258976.234716 + Penalty 2490.912655 = -256485.322060 nChanged 102 SP:Iteration 7Q (10832.549158 sec): 3 clusters Score: Raw -259099.000254 + Penalty 2490.912655 = -256608.087599 nChanged 73 SP:Iteration 8Q (10832.593470 sec): 3 clusters Score: Raw -259182.334975 + Penalty 2490.912655 = -256691.422320 nChanged 60 SP:Iteration 9Q (10832.643086 sec): 3 clusters Score: Raw -259236.228297 + Penalty 2490.912655 = -256745.315642 nChanged 33 SP:Iteration 10Q (10832.693123 sec): 3 clusters Score: Raw -259256.032430 + Penalty 2490.912655 = -256765.119774 nChanged 21 SP:Iteration 11Q (10832.734432 sec): 3 clusters Score: Raw -259264.923062 + Penalty 2490.912655 = -256774.010407 nChanged 19 SP:Iteration 12Q (10832.776175 sec): 3 clusters Score: Raw -259276.954274 + Penalty 2490.912655 = -256786.041619 nChanged 17 SP:Iteration 13Q (10832.828118 sec): 3 clusters Score: Raw -259283.686690 + Penalty 2490.912655 = -256792.774034 nChanged 9 SP:Iteration 14Q (10832.877887 sec): 3 clusters Score: Raw -259288.212773 + Penalty 2490.912655 = -256797.300117 nChanged 7 SP:Iteration 15Q (10832.928908 sec): 3 clusters Score: Raw -259291.082917 + Penalty 2490.912655 = -256800.170262 nChanged 4 SP:Iteration 16Q (10832.979748 sec): 3 clusters Score: Raw -259292.872658 + Penalty 2490.912655 = -256801.960002 nChanged 3 SP:Iteration 17Q (10833.030546 sec): 3 clusters Score: Raw -259293.443377 + Penalty 2490.912655 = -256802.530722 nChanged 3 SP:Iteration 18Q (10833.081638 sec): 3 clusters Score: Raw -259294.389097 + Penalty 2490.912655 = -256803.476442 nChanged 3 SP:Iteration 19Q (10833.128678 sec): 3 clusters Score: Raw -259295.675447 + Penalty 2490.912655 = -256804.762791 nChanged 1 SP:Iteration 20F (10833.179898 sec): 3 clusters Score: Raw -259298.634699 + Penalty 2490.912655 = -256807.722044 nChanged 4 SP:Iteration 21Q (10833.231021 sec): 3 clusters Score: Raw -259302.159732 + Penalty 2490.912655 = -256811.247076 nChanged 2 SP:Iteration 22Q (10833.281913 sec): 3 clusters Score: Raw -259302.965821 + Penalty 2490.912655 = -256812.053166 nChanged 1 SP:Iteration 23Q (10833.332963 sec): 3 clusters Score: Raw -259303.322550 + Penalty 2490.912655 = -256812.409895 nChanged 0 SP:Iteration 24F (10833.379792 sec): 3 clusters Score: Raw -259303.322550 + Penalty 2490.912655 = -256812.409895 nChanged 0 Trying to split cluster 22 (5556 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10833.413697 sec): 2 clusters Score: Raw -704708.738837 + Penalty 1401.177977 = -703307.560861 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10833.472625 sec): 3 clusters Score: Raw -701829.301007 + Penalty 2802.355954 = -699026.945053 nChanged 2246 SP:Iteration 1F (10833.531714 sec): 3 clusters Score: Raw -703074.414060 + Penalty 2802.355954 = -700272.058106 nChanged 411 SP:Iteration 2F (10833.591483 sec): 3 clusters Score: Raw -703320.854077 + Penalty 2802.355954 = -700518.498123 nChanged 312 SP:Iteration 3F (10833.655241 sec): 3 clusters Score: Raw -703505.524570 + Penalty 2802.355954 = -700703.168616 nChanged 272 SP:Iteration 4Q (10833.712314 sec): 3 clusters Score: Raw -703677.199370 + Penalty 2802.355954 = -700874.843416 nChanged 279 SP:Iteration 5F (10833.767248 sec): 3 clusters Score: Raw -703890.380156 + Penalty 2802.355954 = -701088.024202 nChanged 302 SP:Iteration 6F (10833.815432 sec): 3 clusters Score: Raw -704126.482996 + Penalty 2802.355954 = -701324.127042 nChanged 307 SP:Iteration 7F (10833.875226 sec): 3 clusters Score: Raw -704382.286060 + Penalty 2802.355954 = -701579.930107 nChanged 268 SP:Iteration 8Q (10833.932571 sec): 3 clusters Score: Raw -704569.399738 + Penalty 2802.355954 = -701767.043784 nChanged 230 SP:Iteration 9Q (10833.990452 sec): 3 clusters Score: Raw -704712.293880 + Penalty 2802.355954 = -701909.937926 nChanged 200 SP:Iteration 10Q (10834.037672 sec): 3 clusters Score: Raw -704829.719390 + Penalty 2802.355954 = -702027.363436 nChanged 148 SP:Iteration 11Q (10834.096038 sec): 3 clusters Score: Raw -704884.439719 + Penalty 2802.355954 = -702082.083765 nChanged 102 SP:Iteration 12Q (10834.154212 sec): 3 clusters Score: Raw -704916.491166 + Penalty 2802.355954 = -702114.135213 nChanged 81 SP:Iteration 13Q (10834.212320 sec): 3 clusters Score: Raw -704941.493672 + Penalty 2802.355954 = -702139.137718 nChanged 61 SP:Iteration 14Q (10834.270543 sec): 3 clusters Score: Raw -704958.343766 + Penalty 2802.355954 = -702155.987812 nChanged 45 SP:Iteration 15Q (10834.329389 sec): 3 clusters Score: Raw -704976.269106 + Penalty 2802.355954 = -702173.913152 nChanged 47 SP:Iteration 16Q (10834.388432 sec): 3 clusters Score: Raw -704989.706919 + Penalty 2802.355954 = -702187.350965 nChanged 32 SP:Iteration 17Q (10834.459189 sec): 3 clusters Score: Raw -704997.326305 + Penalty 2802.355954 = -702194.970351 nChanged 30 SP:Iteration 18Q (10834.496106 sec): 3 clusters Score: Raw -705004.891315 + Penalty 2802.355954 = -702202.535362 nChanged 35 SP:Iteration 19Q (10834.545504 sec): 3 clusters Score: Raw -705012.671334 + Penalty 2802.355954 = -702210.315380 nChanged 25 SP:Iteration 20F (10834.604292 sec): 3 clusters Score: Raw -705017.999294 + Penalty 2802.355954 = -702215.643341 nChanged 28 SP:Iteration 21Q (10834.673767 sec): 3 clusters Score: Raw -705023.540266 + Penalty 2802.355954 = -702221.184312 nChanged 22 SP:Iteration 22Q (10834.713177 sec): 3 clusters Score: Raw -705028.264508 + Penalty 2802.355954 = -702225.908554 nChanged 22 SP:Iteration 23Q (10834.764259 sec): 3 clusters Score: Raw -705033.067586 + Penalty 2802.355954 = -702230.711632 nChanged 27 SP:Iteration 24Q (10834.825057 sec): 3 clusters Score: Raw -705041.967237 + Penalty 2802.355954 = -702239.611283 nChanged 27 SP:Iteration 25Q (10834.892916 sec): 3 clusters Score: Raw -705052.051333 + Penalty 2802.355954 = -702249.695379 nChanged 30 SP:Iteration 26Q (10834.939128 sec): 3 clusters Score: Raw -705062.766815 + Penalty 2802.355954 = -702260.410862 nChanged 35 SP:Iteration 27Q (10834.992483 sec): 3 clusters Score: Raw -705076.181249 + Penalty 2802.355954 = -702273.825296 nChanged 40 SP:Iteration 28Q (10835.049993 sec): 3 clusters Score: Raw -705101.457055 + Penalty 2802.355954 = -702299.101102 nChanged 47 SP:Iteration 29Q (10835.097883 sec): 3 clusters Score: Raw -705130.736013 + Penalty 2802.355954 = -702328.380059 nChanged 65 SP:Iteration 30Q (10835.146501 sec): 3 clusters Score: Raw -705178.129257 + Penalty 2802.355954 = -702375.773303 nChanged 62 SP:Iteration 31Q (10835.197112 sec): 3 clusters Score: Raw -705236.965257 + Penalty 2802.355954 = -702434.609304 nChanged 69 SP:Iteration 32Q (10835.249131 sec): 3 clusters Score: Raw -705283.997218 + Penalty 2802.355954 = -702481.641265 nChanged 75 SP:Iteration 33Q (10835.301129 sec): 3 clusters Score: Raw -705324.714472 + Penalty 2802.355954 = -702522.358518 nChanged 93 SP:Iteration 34Q (10835.357880 sec): 3 clusters Score: Raw -705365.677405 + Penalty 2802.355954 = -702563.321452 nChanged 81 SP:Iteration 35Q (10835.415461 sec): 3 clusters Score: Raw -705403.750202 + Penalty 2802.355954 = -702601.394248 nChanged 70 SP:Iteration 36Q (10835.471619 sec): 3 clusters Score: Raw -705430.213903 + Penalty 2802.355954 = -702627.857949 nChanged 53 SP:Iteration 37Q (10835.529060 sec): 3 clusters Score: Raw -705448.060908 + Penalty 2802.355954 = -702645.704954 nChanged 45 SP:Iteration 38Q (10835.580148 sec): 3 clusters Score: Raw -705462.999310 + Penalty 2802.355954 = -702660.643356 nChanged 49 SP:Iteration 39Q (10835.636332 sec): 3 clusters Score: Raw -705478.711455 + Penalty 2802.355954 = -702676.355501 nChanged 36 SP:Iteration 40F (10835.696475 sec): 3 clusters Score: Raw -705495.385249 + Penalty 2802.355954 = -702693.029295 nChanged 35 SP:Iteration 41Q (10835.746359 sec): 3 clusters Score: Raw -705508.692304 + Penalty 2802.355954 = -702706.336351 nChanged 32 SP:Iteration 42Q (10835.803906 sec): 3 clusters Score: Raw -705520.275461 + Penalty 2802.355954 = -702717.919507 nChanged 38 SP:Iteration 43Q (10835.860469 sec): 3 clusters Score: Raw -705531.835600 + Penalty 2802.355954 = -702729.479646 nChanged 29 SP:Iteration 44Q (10835.916622 sec): 3 clusters Score: Raw -705539.577768 + Penalty 2802.355954 = -702737.221814 nChanged 22 SP:Iteration 45Q (10835.969588 sec): 3 clusters Score: Raw -705546.558485 + Penalty 2802.355954 = -702744.202531 nChanged 24 SP:Iteration 46Q (10836.027035 sec): 3 clusters Score: Raw -705553.267406 + Penalty 2802.355954 = -702750.911452 nChanged 21 SP:Iteration 47Q (10836.075574 sec): 3 clusters Score: Raw -705562.235410 + Penalty 2802.355954 = -702759.879457 nChanged 27 SP:Iteration 48Q (10836.128566 sec): 3 clusters Score: Raw -705569.972346 + Penalty 2802.355954 = -702767.616393 nChanged 16 SP:Iteration 49Q (10836.185749 sec): 3 clusters Score: Raw -705575.703921 + Penalty 2802.355954 = -702773.347967 nChanged 23 SP:Iteration 50Q (10836.233600 sec): 3 clusters Score: Raw -705584.715799 + Penalty 2802.355954 = -702782.359845 nChanged 21 SP:Iteration 51Q (10836.291387 sec): 3 clusters Score: Raw -705590.400604 + Penalty 2802.355954 = -702788.044650 nChanged 9 SP:Iteration 52Q (10836.348698 sec): 3 clusters Score: Raw -705594.251348 + Penalty 2802.355954 = -702791.895394 nChanged 11 SP:Iteration 53Q (10836.405412 sec): 3 clusters Score: Raw -705596.601644 + Penalty 2802.355954 = -702794.245691 nChanged 8 SP:Iteration 54Q (10836.474164 sec): 3 clusters Score: Raw -705598.509672 + Penalty 2802.355954 = -702796.153718 nChanged 10 SP:Iteration 55Q (10836.526361 sec): 3 clusters Score: Raw -705600.922807 + Penalty 2802.355954 = -702798.566853 nChanged 8 SP:Iteration 56Q (10836.580094 sec): 3 clusters Score: Raw -705603.251170 + Penalty 2802.355954 = -702800.895217 nChanged 9 SP:Iteration 57Q (10836.628721 sec): 3 clusters Score: Raw -705605.952139 + Penalty 2802.355954 = -702803.596186 nChanged 5 SP:Iteration 58Q (10836.685599 sec): 3 clusters Score: Raw -705607.997603 + Penalty 2802.355954 = -702805.641649 nChanged 9 SP:Iteration 59Q (10836.734594 sec): 3 clusters Score: Raw -705611.740675 + Penalty 2802.355954 = -702809.384721 nChanged 14 SP:Iteration 60F (10836.793262 sec): 3 clusters Score: Raw -705616.434397 + Penalty 2802.355954 = -702814.078444 nChanged 10 SP:Iteration 61Q (10836.849992 sec): 3 clusters Score: Raw -705620.159600 + Penalty 2802.355954 = -702817.803646 nChanged 16 SP:Iteration 62Q (10836.904827 sec): 3 clusters Score: Raw -705624.727366 + Penalty 2802.355954 = -702822.371413 nChanged 11 SP:Iteration 63Q (10836.961770 sec): 3 clusters Score: Raw -705628.165103 + Penalty 2802.355954 = -702825.809149 nChanged 13 SP:Iteration 64Q (10837.029514 sec): 3 clusters Score: Raw -705633.230561 + Penalty 2802.355954 = -702830.874608 nChanged 16 SP:Iteration 65Q (10837.063635 sec): 3 clusters Score: Raw -705638.066040 + Penalty 2802.355954 = -702835.710086 nChanged 10 SP:Iteration 66Q (10837.121923 sec): 3 clusters Score: Raw -705640.850100 + Penalty 2802.355954 = -702838.494147 nChanged 8 SP:Iteration 67Q (10837.188628 sec): 3 clusters Score: Raw -705642.910920 + Penalty 2802.355954 = -702840.554966 nChanged 5 SP:Iteration 68Q (10837.240465 sec): 3 clusters Score: Raw -705643.919665 + Penalty 2802.355954 = -702841.563711 nChanged 8 SP:Iteration 69Q (10837.286683 sec): 3 clusters Score: Raw -705645.537369 + Penalty 2802.355954 = -702843.181415 nChanged 3 SP:Iteration 70Q (10837.343900 sec): 3 clusters Score: Raw -705646.221980 + Penalty 2802.355954 = -702843.866026 nChanged 3 SP:Iteration 71Q (10837.400838 sec): 3 clusters Score: Raw -705646.629638 + Penalty 2802.355954 = -702844.273685 nChanged 1 SP:Iteration 72Q (10837.456466 sec): 3 clusters Score: Raw -705646.854908 + Penalty 2802.355954 = -702844.498954 nChanged 1 SP:Iteration 73Q (10837.513324 sec): 3 clusters Score: Raw -705646.947818 + Penalty 2802.355954 = -702844.591864 nChanged 1 SP:Iteration 74Q (10837.570386 sec): 3 clusters Score: Raw -705647.026570 + Penalty 2802.355954 = -702844.670616 nChanged 0 SP:Iteration 75F (10837.618776 sec): 3 clusters Score: Raw -705647.026570 + Penalty 2802.355954 = -702844.670616 nChanged 0 Trying to split cluster 23 (32055 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10837.672543 sec): 2 clusters Score: Raw -4048707.081702 + Penalty 1685.971374 = -4047021.110327 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10837.774172 sec): 3 clusters Score: Raw -4028795.481905 + Penalty 3371.942748 = -4025423.539157 nChanged 14814 SP:Iteration 1F (10837.867938 sec): 3 clusters Score: Raw -4037103.036555 + Penalty 3371.942748 = -4033731.093806 nChanged 1398 SP:Iteration 2Q (10837.962803 sec): 3 clusters Score: Raw -4037571.437237 + Penalty 3371.942748 = -4034199.494488 nChanged 1402 SP:Iteration 3Q (10838.068679 sec): 3 clusters Score: Raw -4038058.690797 + Penalty 3371.942748 = -4034686.748049 nChanged 1416 SP:Iteration 4Q (10838.172669 sec): 3 clusters Score: Raw -4038599.572976 + Penalty 3371.942748 = -4035227.630228 nChanged 1392 SP:Iteration 5Q (10838.277648 sec): 3 clusters Score: Raw -4039219.757166 + Penalty 3371.942748 = -4035847.814418 nChanged 1512 SP:Iteration 6Q (10838.369934 sec): 3 clusters Score: Raw -4039985.960205 + Penalty 3371.942748 = -4036614.017457 nChanged 1670 SP:Iteration 7F (10838.467697 sec): 3 clusters Score: Raw -4041033.527665 + Penalty 3371.942748 = -4037661.584917 nChanged 1855 SP:Iteration 8F (10838.570153 sec): 3 clusters Score: Raw -4042400.926396 + Penalty 3371.942748 = -4039028.983648 nChanged 1921 SP:Iteration 9F (10838.678349 sec): 3 clusters Score: Raw -4043761.480777 + Penalty 3371.942748 = -4040389.538028 nChanged 1697 SP:Iteration 10F (10838.784114 sec): 3 clusters Score: Raw -4044779.849602 + Penalty 3371.942748 = -4041407.906854 nChanged 1230 SP:Iteration 11Q (10838.894927 sec): 3 clusters Score: Raw -4045247.449544 + Penalty 3371.942748 = -4041875.506796 nChanged 819 SP:Iteration 12Q (10839.004759 sec): 3 clusters Score: Raw -4045472.453403 + Penalty 3371.942748 = -4042100.510654 nChanged 518 SP:Iteration 13Q (10839.111679 sec): 3 clusters Score: Raw -4045592.743566 + Penalty 3371.942748 = -4042220.800818 nChanged 407 SP:Iteration 14Q (10839.214317 sec): 3 clusters Score: Raw -4045684.500724 + Penalty 3371.942748 = -4042312.557975 nChanged 403 SP:Iteration 15Q (10839.313320 sec): 3 clusters Score: Raw -4045768.973378 + Penalty 3371.942748 = -4042397.030630 nChanged 373 SP:Iteration 16Q (10839.411752 sec): 3 clusters Score: Raw -4045853.851151 + Penalty 3371.942748 = -4042481.908402 nChanged 408 SP:Iteration 17Q (10839.509776 sec): 3 clusters Score: Raw -4045959.917779 + Penalty 3371.942748 = -4042587.975030 nChanged 412 SP:Iteration 18Q (10839.606868 sec): 3 clusters Score: Raw -4046075.580666 + Penalty 3371.942748 = -4042703.637918 nChanged 431 SP:Iteration 19Q (10839.703640 sec): 3 clusters Score: Raw -4046210.763106 + Penalty 3371.942748 = -4042838.820358 nChanged 447 SP:Iteration 20F (10839.799536 sec): 3 clusters Score: Raw -4046359.662593 + Penalty 3371.942748 = -4042987.719845 nChanged 499 SP:Iteration 21Q (10839.889533 sec): 3 clusters Score: Raw -4046531.454924 + Penalty 3371.942748 = -4043159.512176 nChanged 504 SP:Iteration 22Q (10839.979770 sec): 3 clusters Score: Raw -4046709.150603 + Penalty 3371.942748 = -4043337.207855 nChanged 501 SP:Iteration 23Q (10840.076365 sec): 3 clusters Score: Raw -4046916.632093 + Penalty 3371.942748 = -4043544.689344 nChanged 523 SP:Iteration 24Q (10840.172774 sec): 3 clusters Score: Raw -4047174.554479 + Penalty 3371.942748 = -4043802.611731 nChanged 554 SP:Iteration 25Q (10840.260487 sec): 3 clusters Score: Raw -4047464.968460 + Penalty 3371.942748 = -4044093.025711 nChanged 538 SP:Iteration 26Q (10840.355887 sec): 3 clusters Score: Raw -4047727.523244 + Penalty 3371.942748 = -4044355.580496 nChanged 473 SP:Iteration 27Q (10840.450551 sec): 3 clusters Score: Raw -4047936.573221 + Penalty 3371.942748 = -4044564.630473 nChanged 428 SP:Iteration 28Q (10840.550043 sec): 3 clusters Score: Raw -4048137.805373 + Penalty 3371.942748 = -4044765.862624 nChanged 406 SP:Iteration 29Q (10840.649696 sec): 3 clusters Score: Raw -4048303.327718 + Penalty 3371.942748 = -4044931.384970 nChanged 339 SP:Iteration 30Q (10840.747552 sec): 3 clusters Score: Raw -4048419.495810 + Penalty 3371.942748 = -4045047.553062 nChanged 313 SP:Iteration 31Q (10840.845637 sec): 3 clusters Score: Raw -4048514.353015 + Penalty 3371.942748 = -4045142.410266 nChanged 263 SP:Iteration 32Q (10840.943917 sec): 3 clusters Score: Raw -4048581.447714 + Penalty 3371.942748 = -4045209.504966 nChanged 237 SP:Iteration 33Q (10841.031879 sec): 3 clusters Score: Raw -4048636.053750 + Penalty 3371.942748 = -4045264.111002 nChanged 213 SP:Iteration 34Q (10841.118539 sec): 3 clusters Score: Raw -4048679.843560 + Penalty 3371.942748 = -4045307.900812 nChanged 169 SP:Iteration 35Q (10841.203428 sec): 3 clusters Score: Raw -4048709.591433 + Penalty 3371.942748 = -4045337.648685 nChanged 150 SP:Iteration 36Q (10841.288602 sec): 3 clusters Score: Raw -4048735.377208 + Penalty 3371.942748 = -4045363.434459 nChanged 126 SP:Iteration 37Q (10841.385705 sec): 3 clusters Score: Raw -4048756.352521 + Penalty 3371.942748 = -4045384.409773 nChanged 121 SP:Iteration 38Q (10841.469963 sec): 3 clusters Score: Raw -4048775.643564 + Penalty 3371.942748 = -4045403.700815 nChanged 111 SP:Iteration 39Q (10841.565725 sec): 3 clusters Score: Raw -4048792.774623 + Penalty 3371.942748 = -4045420.831874 nChanged 96 SP:Iteration 40F (10841.665909 sec): 3 clusters Score: Raw -4048807.947759 + Penalty 3371.942748 = -4045436.005011 nChanged 94 SP:Iteration 41Q (10841.762805 sec): 3 clusters Score: Raw -4048821.552207 + Penalty 3371.942748 = -4045449.609459 nChanged 86 SP:Iteration 42Q (10841.854798 sec): 3 clusters Score: Raw -4048834.435005 + Penalty 3371.942748 = -4045462.492257 nChanged 95 SP:Iteration 43Q (10841.940307 sec): 3 clusters Score: Raw -4048847.958211 + Penalty 3371.942748 = -4045476.015463 nChanged 78 SP:Iteration 44Q (10842.024798 sec): 3 clusters Score: Raw -4048857.839671 + Penalty 3371.942748 = -4045485.896922 nChanged 64 SP:Iteration 45Q (10842.110594 sec): 3 clusters Score: Raw -4048865.140045 + Penalty 3371.942748 = -4045493.197297 nChanged 77 SP:Iteration 46Q (10842.196026 sec): 3 clusters Score: Raw -4048874.440267 + Penalty 3371.942748 = -4045502.497519 nChanged 71 SP:Iteration 47Q (10842.281004 sec): 3 clusters Score: Raw -4048882.027172 + Penalty 3371.942748 = -4045510.084424 nChanged 67 SP:Iteration 48Q (10842.366652 sec): 3 clusters Score: Raw -4048890.505370 + Penalty 3371.942748 = -4045518.562622 nChanged 68 SP:Iteration 49Q (10842.451370 sec): 3 clusters Score: Raw -4048898.991632 + Penalty 3371.942748 = -4045527.048883 nChanged 60 SP:Iteration 50Q (10842.535541 sec): 3 clusters Score: Raw -4048906.035822 + Penalty 3371.942748 = -4045534.093074 nChanged 65 SP:Iteration 51Q (10842.621109 sec): 3 clusters Score: Raw -4048913.534140 + Penalty 3371.942748 = -4045541.591391 nChanged 53 SP:Iteration 52Q (10842.706680 sec): 3 clusters Score: Raw -4048918.809988 + Penalty 3371.942748 = -4045546.867240 nChanged 43 SP:Iteration 53Q (10842.796378 sec): 3 clusters Score: Raw -4048923.107462 + Penalty 3371.942748 = -4045551.164714 nChanged 39 SP:Iteration 54Q (10842.880856 sec): 3 clusters Score: Raw -4048927.072364 + Penalty 3371.942748 = -4045555.129616 nChanged 37 SP:Iteration 55Q (10842.968146 sec): 3 clusters Score: Raw -4048931.611515 + Penalty 3371.942748 = -4045559.668766 nChanged 42 SP:Iteration 56Q (10843.054386 sec): 3 clusters Score: Raw -4048936.664948 + Penalty 3371.942748 = -4045564.722200 nChanged 44 SP:Iteration 57Q (10843.141518 sec): 3 clusters Score: Raw -4048941.962761 + Penalty 3371.942748 = -4045570.020013 nChanged 51 SP:Iteration 58Q (10843.228711 sec): 3 clusters Score: Raw -4048947.334447 + Penalty 3371.942748 = -4045575.391699 nChanged 40 SP:Iteration 59Q (10843.316476 sec): 3 clusters Score: Raw -4048951.475365 + Penalty 3371.942748 = -4045579.532617 nChanged 42 SP:Iteration 60F (10843.416744 sec): 3 clusters Score: Raw -4048955.282697 + Penalty 3371.942748 = -4045583.339948 nChanged 35 SP:Iteration 61Q (10843.503609 sec): 3 clusters Score: Raw -4048958.833757 + Penalty 3371.942748 = -4045586.891009 nChanged 51 SP:Iteration 62Q (10843.588967 sec): 3 clusters Score: Raw -4048964.700638 + Penalty 3371.942748 = -4045592.757890 nChanged 61 SP:Iteration 63Q (10843.684940 sec): 3 clusters Score: Raw -4048973.532180 + Penalty 3371.942748 = -4045601.589432 nChanged 60 SP:Iteration 64Q (10843.780757 sec): 3 clusters Score: Raw -4048982.466746 + Penalty 3371.942748 = -4045610.523997 nChanged 63 SP:Iteration 65Q (10843.876904 sec): 3 clusters Score: Raw -4048990.216136 + Penalty 3371.942748 = -4045618.273388 nChanged 56 SP:Iteration 66Q (10843.972341 sec): 3 clusters Score: Raw -4048997.285115 + Penalty 3371.942748 = -4045625.342366 nChanged 57 SP:Iteration 67Q (10844.056062 sec): 3 clusters Score: Raw -4049004.148908 + Penalty 3371.942748 = -4045632.206159 nChanged 58 SP:Iteration 68Q (10844.139329 sec): 3 clusters Score: Raw -4049011.234288 + Penalty 3371.942748 = -4045639.291540 nChanged 56 SP:Iteration 69Q (10844.224432 sec): 3 clusters Score: Raw -4049018.493838 + Penalty 3371.942748 = -4045646.551089 nChanged 60 SP:Iteration 70Q (10844.311365 sec): 3 clusters Score: Raw -4049026.082746 + Penalty 3371.942748 = -4045654.139998 nChanged 56 SP:Iteration 71Q (10844.408319 sec): 3 clusters Score: Raw -4049033.548809 + Penalty 3371.942748 = -4045661.606061 nChanged 45 SP:Iteration 72Q (10844.492545 sec): 3 clusters Score: Raw -4049040.100042 + Penalty 3371.942748 = -4045668.157294 nChanged 48 SP:Iteration 73Q (10844.588930 sec): 3 clusters Score: Raw -4049046.388323 + Penalty 3371.942748 = -4045674.445574 nChanged 48 SP:Iteration 74Q (10844.684509 sec): 3 clusters Score: Raw -4049051.274977 + Penalty 3371.942748 = -4045679.332228 nChanged 38 SP:Iteration 75Q (10844.781122 sec): 3 clusters Score: Raw -4049055.874420 + Penalty 3371.942748 = -4045683.931672 nChanged 38 SP:Iteration 76Q (10844.877677 sec): 3 clusters Score: Raw -4049060.478352 + Penalty 3371.942748 = -4045688.535604 nChanged 36 SP:Iteration 77Q (10844.966588 sec): 3 clusters Score: Raw -4049065.435826 + Penalty 3371.942748 = -4045693.493078 nChanged 39 SP:Iteration 78Q (10845.069124 sec): 3 clusters Score: Raw -4049070.138967 + Penalty 3371.942748 = -4045698.196219 nChanged 34 SP:Iteration 79Q (10845.161064 sec): 3 clusters Score: Raw -4049073.666317 + Penalty 3371.942748 = -4045701.723569 nChanged 25 SP:Iteration 80F (10845.247891 sec): 3 clusters Score: Raw -4049076.111772 + Penalty 3371.942748 = -4045704.169024 nChanged 21 SP:Iteration 81Q (10845.345369 sec): 3 clusters Score: Raw -4049078.521169 + Penalty 3371.942748 = -4045706.578420 nChanged 20 SP:Iteration 82Q (10845.441311 sec): 3 clusters Score: Raw -4049080.816931 + Penalty 3371.942748 = -4045708.874183 nChanged 22 SP:Iteration 83Q (10845.531062 sec): 3 clusters Score: Raw -4049083.275922 + Penalty 3371.942748 = -4045711.333173 nChanged 14 SP:Iteration 84Q (10845.626000 sec): 3 clusters Score: Raw -4049084.737048 + Penalty 3371.942748 = -4045712.794300 nChanged 13 SP:Iteration 85Q (10845.720825 sec): 3 clusters Score: Raw -4049085.864401 + Penalty 3371.942748 = -4045713.921653 nChanged 8 SP:Iteration 86Q (10845.816362 sec): 3 clusters Score: Raw -4049086.326809 + Penalty 3371.942748 = -4045714.384061 nChanged 3 SP:Iteration 87Q (10845.911389 sec): 3 clusters Score: Raw -4049086.617954 + Penalty 3371.942748 = -4045714.675206 nChanged 5 SP:Iteration 88Q (10846.005736 sec): 3 clusters Score: Raw -4049087.733650 + Penalty 3371.942748 = -4045715.790902 nChanged 9 SP:Iteration 89Q (10846.102129 sec): 3 clusters Score: Raw -4049088.772823 + Penalty 3371.942748 = -4045716.830074 nChanged 12 SP:Iteration 90Q (10846.197922 sec): 3 clusters Score: Raw -4049090.093181 + Penalty 3371.942748 = -4045718.150433 nChanged 11 SP:Iteration 91Q (10846.293223 sec): 3 clusters Score: Raw -4049091.329313 + Penalty 3371.942748 = -4045719.386564 nChanged 20 SP:Iteration 92Q (10846.372681 sec): 3 clusters Score: Raw -4049093.542010 + Penalty 3371.942748 = -4045721.599261 nChanged 15 SP:Iteration 93Q (10846.479354 sec): 3 clusters Score: Raw -4049095.254521 + Penalty 3371.942748 = -4045723.311772 nChanged 14 SP:Iteration 94Q (10846.569984 sec): 3 clusters Score: Raw -4049096.574466 + Penalty 3371.942748 = -4045724.631718 nChanged 11 SP:Iteration 95Q (10846.655021 sec): 3 clusters Score: Raw -4049097.543968 + Penalty 3371.942748 = -4045725.601220 nChanged 9 SP:Iteration 96Q (10846.756063 sec): 3 clusters Score: Raw -4049098.376900 + Penalty 3371.942748 = -4045726.434152 nChanged 11 SP:Iteration 97Q (10846.835333 sec): 3 clusters Score: Raw -4049099.256211 + Penalty 3371.942748 = -4045727.313462 nChanged 9 SP:Iteration 98Q (10846.940630 sec): 3 clusters Score: Raw -4049099.897808 + Penalty 3371.942748 = -4045727.955059 nChanged 9 SP:Iteration 99Q (10847.035963 sec): 3 clusters Score: Raw -4049100.633201 + Penalty 3371.942748 = -4045728.690453 nChanged 11 SP:Iteration 100F (10847.138537 sec): 3 clusters Score: Raw -4049101.823398 + Penalty 3371.942748 = -4045729.880649 nChanged 11 SP:Iteration 101Q (10847.231806 sec): 3 clusters Score: Raw -4049102.724644 + Penalty 3371.942748 = -4045730.781896 nChanged 13 SP:Iteration 102Q (10847.328599 sec): 3 clusters Score: Raw -4049104.014585 + Penalty 3371.942748 = -4045732.071837 nChanged 11 SP:Iteration 103Q (10847.423522 sec): 3 clusters Score: Raw -4049104.988600 + Penalty 3371.942748 = -4045733.045851 nChanged 8 SP:Iteration 104Q (10847.518542 sec): 3 clusters Score: Raw -4049105.698489 + Penalty 3371.942748 = -4045733.755740 nChanged 9 SP:Iteration 105Q (10847.601715 sec): 3 clusters Score: Raw -4049106.276495 + Penalty 3371.942748 = -4045734.333747 nChanged 6 SP:Iteration 106Q (10847.695477 sec): 3 clusters Score: Raw -4049106.777677 + Penalty 3371.942748 = -4045734.834928 nChanged 7 SP:Iteration 107Q (10847.788604 sec): 3 clusters Score: Raw -4049107.235718 + Penalty 3371.942748 = -4045735.292969 nChanged 8 SP:Iteration 108Q (10847.890620 sec): 3 clusters Score: Raw -4049107.953993 + Penalty 3371.942748 = -4045736.011245 nChanged 8 SP:Iteration 109Q (10847.985641 sec): 3 clusters Score: Raw -4049108.550275 + Penalty 3371.942748 = -4045736.607527 nChanged 5 SP:Iteration 110Q (10848.080815 sec): 3 clusters Score: Raw -4049109.057424 + Penalty 3371.942748 = -4045737.114675 nChanged 4 SP:Iteration 111Q (10848.176045 sec): 3 clusters Score: Raw -4049109.356525 + Penalty 3371.942748 = -4045737.413776 nChanged 4 SP:Iteration 112Q (10848.271213 sec): 3 clusters Score: Raw -4049109.678762 + Penalty 3371.942748 = -4045737.736014 nChanged 5 SP:Iteration 113Q (10848.359064 sec): 3 clusters Score: Raw -4049109.949998 + Penalty 3371.942748 = -4045738.007250 nChanged 5 SP:Iteration 114Q (10848.453306 sec): 3 clusters Score: Raw -4049110.416628 + Penalty 3371.942748 = -4045738.473880 nChanged 7 SP:Iteration 115Q (10848.530281 sec): 3 clusters Score: Raw -4049111.031854 + Penalty 3371.942748 = -4045739.089106 nChanged 7 SP:Iteration 116Q (10848.614685 sec): 3 clusters Score: Raw -4049111.595033 + Penalty 3371.942748 = -4045739.652285 nChanged 6 SP:Iteration 117Q (10848.709317 sec): 3 clusters Score: Raw -4049112.027240 + Penalty 3371.942748 = -4045740.084492 nChanged 3 SP:Iteration 118Q (10848.804912 sec): 3 clusters Score: Raw -4049112.223179 + Penalty 3371.942748 = -4045740.280431 nChanged 3 SP:Iteration 119Q (10848.900255 sec): 3 clusters Score: Raw -4049112.350496 + Penalty 3371.942748 = -4045740.407747 nChanged 2 SP:Iteration 120F (10848.995000 sec): 3 clusters Score: Raw -4049112.459105 + Penalty 3371.942748 = -4045740.516357 nChanged 1 SP:Iteration 121Q (10849.093373 sec): 3 clusters Score: Raw -4049112.518446 + Penalty 3371.942748 = -4045740.575697 nChanged 0 SP:Iteration 122F (10849.199550 sec): 3 clusters Score: Raw -4049112.518446 + Penalty 3371.942748 = -4045740.575697 nChanged 0 Trying to split cluster 24 (8449 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10849.235257 sec): 2 clusters Score: Raw -1126544.870893 + Penalty 1469.293048 = -1125075.577845 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10849.298910 sec): 3 clusters Score: Raw -1121822.964130 + Penalty 2938.586095 = -1118884.378035 nChanged 3580 SP:Iteration 1F (10849.362276 sec): 3 clusters Score: Raw -1123808.996656 + Penalty 2938.586095 = -1120870.410561 nChanged 640 SP:Iteration 2F (10849.425686 sec): 3 clusters Score: Raw -1124175.274641 + Penalty 2938.586095 = -1121236.688545 nChanged 529 SP:Iteration 3F (10849.489023 sec): 3 clusters Score: Raw -1124462.986555 + Penalty 2938.586095 = -1121524.400460 nChanged 478 SP:Iteration 4F (10849.548860 sec): 3 clusters Score: Raw -1124755.153771 + Penalty 2938.586095 = -1121816.567676 nChanged 444 SP:Iteration 5F (10849.600476 sec): 3 clusters Score: Raw -1125015.255293 + Penalty 2938.586095 = -1122076.669198 nChanged 436 SP:Iteration 6F (10849.662122 sec): 3 clusters Score: Raw -1125272.068330 + Penalty 2938.586095 = -1122333.482234 nChanged 379 SP:Iteration 7Q (10849.724663 sec): 3 clusters Score: Raw -1125487.158091 + Penalty 2938.586095 = -1122548.571996 nChanged 333 SP:Iteration 8Q (10849.799781 sec): 3 clusters Score: Raw -1125673.530684 + Penalty 2938.586095 = -1122734.944589 nChanged 266 SP:Iteration 9Q (10849.852666 sec): 3 clusters Score: Raw -1125805.808072 + Penalty 2938.586095 = -1122867.221977 nChanged 236 SP:Iteration 10Q (10849.917071 sec): 3 clusters Score: Raw -1125925.411333 + Penalty 2938.586095 = -1122986.825238 nChanged 188 SP:Iteration 11Q (10849.992358 sec): 3 clusters Score: Raw -1126014.741331 + Penalty 2938.586095 = -1123076.155235 nChanged 149 SP:Iteration 12Q (10850.056061 sec): 3 clusters Score: Raw -1126083.985532 + Penalty 2938.586095 = -1123145.399436 nChanged 118 SP:Iteration 13Q (10850.119816 sec): 3 clusters Score: Raw -1126134.555770 + Penalty 2938.586095 = -1123195.969674 nChanged 102 SP:Iteration 14Q (10850.172253 sec): 3 clusters Score: Raw -1126170.713012 + Penalty 2938.586095 = -1123232.126917 nChanged 93 SP:Iteration 15Q (10850.245516 sec): 3 clusters Score: Raw -1126208.791084 + Penalty 2938.586095 = -1123270.204989 nChanged 92 SP:Iteration 16Q (10850.303313 sec): 3 clusters Score: Raw -1126252.114785 + Penalty 2938.586095 = -1123313.528690 nChanged 87 SP:Iteration 17Q (10850.362814 sec): 3 clusters Score: Raw -1126304.011682 + Penalty 2938.586095 = -1123365.425586 nChanged 95 SP:Iteration 18Q (10850.409399 sec): 3 clusters Score: Raw -1126355.501961 + Penalty 2938.586095 = -1123416.915866 nChanged 87 SP:Iteration 19Q (10850.476315 sec): 3 clusters Score: Raw -1126400.996096 + Penalty 2938.586095 = -1123462.410001 nChanged 70 SP:Iteration 20F (10850.540470 sec): 3 clusters Score: Raw -1126439.552093 + Penalty 2938.586095 = -1123500.965998 nChanged 72 SP:Iteration 21Q (10850.601376 sec): 3 clusters Score: Raw -1126486.098742 + Penalty 2938.586095 = -1123547.512647 nChanged 72 SP:Iteration 22Q (10850.646365 sec): 3 clusters Score: Raw -1126517.830666 + Penalty 2938.586095 = -1123579.244571 nChanged 65 SP:Iteration 23Q (10850.714719 sec): 3 clusters Score: Raw -1126542.551596 + Penalty 2938.586095 = -1123603.965501 nChanged 52 SP:Iteration 24Q (10850.763124 sec): 3 clusters Score: Raw -1126560.624243 + Penalty 2938.586095 = -1123622.038148 nChanged 46 SP:Iteration 25Q (10850.817979 sec): 3 clusters Score: Raw -1126576.193501 + Penalty 2938.586095 = -1123637.607406 nChanged 42 SP:Iteration 26Q (10850.890927 sec): 3 clusters Score: Raw -1126588.572324 + Penalty 2938.586095 = -1123649.986229 nChanged 35 SP:Iteration 27Q (10850.943067 sec): 3 clusters Score: Raw -1126599.829382 + Penalty 2938.586095 = -1123661.243287 nChanged 35 SP:Iteration 28Q (10850.989914 sec): 3 clusters Score: Raw -1126613.155184 + Penalty 2938.586095 = -1123674.569088 nChanged 39 SP:Iteration 29Q (10851.050003 sec): 3 clusters Score: Raw -1126626.599537 + Penalty 2938.586095 = -1123688.013442 nChanged 33 SP:Iteration 30Q (10851.108959 sec): 3 clusters Score: Raw -1126637.470397 + Penalty 2938.586095 = -1123698.884302 nChanged 26 SP:Iteration 31Q (10851.168222 sec): 3 clusters Score: Raw -1126643.462257 + Penalty 2938.586095 = -1123704.876161 nChanged 20 SP:Iteration 32Q (10851.229868 sec): 3 clusters Score: Raw -1126648.633408 + Penalty 2938.586095 = -1123710.047312 nChanged 12 SP:Iteration 33Q (10851.294808 sec): 3 clusters Score: Raw -1126651.410931 + Penalty 2938.586095 = -1123712.824836 nChanged 8 SP:Iteration 34Q (10851.350273 sec): 3 clusters Score: Raw -1126652.784074 + Penalty 2938.586095 = -1123714.197978 nChanged 9 SP:Iteration 35Q (10851.393045 sec): 3 clusters Score: Raw -1126654.802473 + Penalty 2938.586095 = -1123716.216378 nChanged 6 SP:Iteration 36Q (10851.456739 sec): 3 clusters Score: Raw -1126656.611330 + Penalty 2938.586095 = -1123718.025234 nChanged 8 SP:Iteration 37Q (10851.506272 sec): 3 clusters Score: Raw -1126658.771185 + Penalty 2938.586095 = -1123720.185089 nChanged 11 SP:Iteration 38Q (10851.569475 sec): 3 clusters Score: Raw -1126663.273522 + Penalty 2938.586095 = -1123724.687427 nChanged 10 SP:Iteration 39Q (10851.630211 sec): 3 clusters Score: Raw -1126665.035318 + Penalty 2938.586095 = -1123726.449222 nChanged 5 SP:Iteration 40F (10851.687636 sec): 3 clusters Score: Raw -1126665.728285 + Penalty 2938.586095 = -1123727.142190 nChanged 3 SP:Iteration 41Q (10851.760659 sec): 3 clusters Score: Raw -1126666.385346 + Penalty 2938.586095 = -1123727.799251 nChanged 4 SP:Iteration 42Q (10851.821742 sec): 3 clusters Score: Raw -1126667.005535 + Penalty 2938.586095 = -1123728.419439 nChanged 4 SP:Iteration 43Q (10851.883915 sec): 3 clusters Score: Raw -1126667.666249 + Penalty 2938.586095 = -1123729.080153 nChanged 2 SP:Iteration 44Q (10851.944997 sec): 3 clusters Score: Raw -1126667.941817 + Penalty 2938.586095 = -1123729.355722 nChanged 3 SP:Iteration 45Q (10852.005592 sec): 3 clusters Score: Raw -1126668.749682 + Penalty 2938.586095 = -1123730.163586 nChanged 8 SP:Iteration 46Q (10852.062927 sec): 3 clusters Score: Raw -1126669.737119 + Penalty 2938.586095 = -1123731.151024 nChanged 3 SP:Iteration 47Q (10852.114141 sec): 3 clusters Score: Raw -1126670.119161 + Penalty 2938.586095 = -1123731.533065 nChanged 4 SP:Iteration 48Q (10852.165347 sec): 3 clusters Score: Raw -1126671.047027 + Penalty 2938.586095 = -1123732.460932 nChanged 1 SP:Iteration 49Q (10852.219811 sec): 3 clusters Score: Raw -1126671.111305 + Penalty 2938.586095 = -1123732.525210 nChanged 0 SP:Iteration 50F (10852.272009 sec): 3 clusters Score: Raw -1126671.111305 + Penalty 2938.586095 = -1123732.525210 nChanged 0 Trying to split cluster 25 (7530 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10852.318293 sec): 2 clusters Score: Raw -1014287.011128 + Penalty 1450.580677 = -1012836.430451 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10852.381995 sec): 3 clusters Score: Raw -1010199.294943 + Penalty 2901.161354 = -1007298.133589 nChanged 3204 SP:Iteration 1F (10852.431693 sec): 3 clusters Score: Raw -1011976.162332 + Penalty 2901.161354 = -1009075.000977 nChanged 512 SP:Iteration 2F (10852.487135 sec): 3 clusters Score: Raw -1012261.727496 + Penalty 2901.161354 = -1009360.566142 nChanged 451 SP:Iteration 3F (10852.556111 sec): 3 clusters Score: Raw -1012516.093026 + Penalty 2901.161354 = -1009614.931672 nChanged 391 SP:Iteration 4F (10852.600654 sec): 3 clusters Score: Raw -1012747.157923 + Penalty 2901.161354 = -1009845.996569 nChanged 347 SP:Iteration 5Q (10852.672421 sec): 3 clusters Score: Raw -1012984.587225 + Penalty 2901.161354 = -1010083.425871 nChanged 396 SP:Iteration 6F (10852.734138 sec): 3 clusters Score: Raw -1013273.182286 + Penalty 2901.161354 = -1010372.020932 nChanged 389 SP:Iteration 7F (10852.784464 sec): 3 clusters Score: Raw -1013560.065317 + Penalty 2901.161354 = -1010658.903963 nChanged 347 SP:Iteration 8Q (10852.856699 sec): 3 clusters Score: Raw -1013793.157025 + Penalty 2901.161354 = -1010891.995671 nChanged 286 SP:Iteration 9Q (10852.916308 sec): 3 clusters Score: Raw -1013964.940712 + Penalty 2901.161354 = -1011063.779358 nChanged 240 SP:Iteration 10Q (10852.979744 sec): 3 clusters Score: Raw -1014078.260454 + Penalty 2901.161354 = -1011177.099099 nChanged 178 SP:Iteration 11Q (10853.028550 sec): 3 clusters Score: Raw -1014165.255056 + Penalty 2901.161354 = -1011264.093702 nChanged 145 SP:Iteration 12Q (10853.101061 sec): 3 clusters Score: Raw -1014230.533185 + Penalty 2901.161354 = -1011329.371831 nChanged 128 SP:Iteration 13Q (10853.151530 sec): 3 clusters Score: Raw -1014291.121097 + Penalty 2901.161354 = -1011389.959743 nChanged 122 SP:Iteration 14Q (10853.213269 sec): 3 clusters Score: Raw -1014351.176011 + Penalty 2901.161354 = -1011450.014657 nChanged 105 SP:Iteration 15Q (10853.280538 sec): 3 clusters Score: Raw -1014404.026628 + Penalty 2901.161354 = -1011502.865274 nChanged 109 SP:Iteration 16Q (10853.331922 sec): 3 clusters Score: Raw -1014459.283128 + Penalty 2901.161354 = -1011558.121774 nChanged 96 SP:Iteration 17Q (10853.404955 sec): 3 clusters Score: Raw -1014497.586320 + Penalty 2901.161354 = -1011596.424966 nChanged 74 SP:Iteration 18Q (10853.455320 sec): 3 clusters Score: Raw -1014522.202534 + Penalty 2901.161354 = -1011621.041180 nChanged 55 SP:Iteration 19Q (10853.528395 sec): 3 clusters Score: Raw -1014542.385259 + Penalty 2901.161354 = -1011641.223905 nChanged 64 SP:Iteration 20F (10853.590292 sec): 3 clusters Score: Raw -1014567.793058 + Penalty 2901.161354 = -1011666.631704 nChanged 61 SP:Iteration 21Q (10853.651606 sec): 3 clusters Score: Raw -1014589.860825 + Penalty 2901.161354 = -1011688.699470 nChanged 53 SP:Iteration 22Q (10853.701525 sec): 3 clusters Score: Raw -1014610.386857 + Penalty 2901.161354 = -1011709.225502 nChanged 49 SP:Iteration 23Q (10853.761345 sec): 3 clusters Score: Raw -1014627.932368 + Penalty 2901.161354 = -1011726.771014 nChanged 49 SP:Iteration 24Q (10853.831113 sec): 3 clusters Score: Raw -1014644.086666 + Penalty 2901.161354 = -1011742.925312 nChanged 46 SP:Iteration 25Q (10853.875555 sec): 3 clusters Score: Raw -1014659.924664 + Penalty 2901.161354 = -1011758.763309 nChanged 43 SP:Iteration 26Q (10853.937928 sec): 3 clusters Score: Raw -1014674.539714 + Penalty 2901.161354 = -1011773.378360 nChanged 37 SP:Iteration 27Q (10854.008260 sec): 3 clusters Score: Raw -1014688.247347 + Penalty 2901.161354 = -1011787.085992 nChanged 30 SP:Iteration 28Q (10854.059233 sec): 3 clusters Score: Raw -1014699.412456 + Penalty 2901.161354 = -1011798.251102 nChanged 31 SP:Iteration 29Q (10854.129529 sec): 3 clusters Score: Raw -1014709.573810 + Penalty 2901.161354 = -1011808.412456 nChanged 28 SP:Iteration 30Q (10854.190686 sec): 3 clusters Score: Raw -1014718.738451 + Penalty 2901.161354 = -1011817.577097 nChanged 30 SP:Iteration 31Q (10854.251299 sec): 3 clusters Score: Raw -1014726.159193 + Penalty 2901.161354 = -1011824.997838 nChanged 20 SP:Iteration 32Q (10854.263399 sec): 3 clusters Score: Raw -1014731.592150 + Penalty 2901.161354 = -1011830.430796 nChanged 17 SP:Iteration 33Q (10854.286534 sec): 3 clusters Score: Raw -1014736.006326 + Penalty 2901.161354 = -1011834.844972 nChanged 19 SP:Iteration 34Q (10854.309757 sec): 3 clusters Score: Raw -1014740.916502 + Penalty 2901.161354 = -1011839.755148 nChanged 18 SP:Iteration 35Q (10854.332883 sec): 3 clusters Score: Raw -1014744.295263 + Penalty 2901.161354 = -1011843.133909 nChanged 10 SP:Iteration 36Q (10854.355938 sec): 3 clusters Score: Raw -1014746.587211 + Penalty 2901.161354 = -1011845.425856 nChanged 10 SP:Iteration 37Q (10854.416594 sec): 3 clusters Score: Raw -1014749.175428 + Penalty 2901.161354 = -1011848.014074 nChanged 11 SP:Iteration 38Q (10854.489023 sec): 3 clusters Score: Raw -1014751.747439 + Penalty 2901.161354 = -1011850.586085 nChanged 15 SP:Iteration 39Q (10854.538287 sec): 3 clusters Score: Raw -1014756.997394 + Penalty 2901.161354 = -1011855.836040 nChanged 18 SP:Iteration 40F (10854.600183 sec): 3 clusters Score: Raw -1014761.634765 + Penalty 2901.161354 = -1011860.473410 nChanged 9 SP:Iteration 41Q (10854.672417 sec): 3 clusters Score: Raw -1014763.679285 + Penalty 2901.161354 = -1011862.517931 nChanged 9 SP:Iteration 42Q (10854.733158 sec): 3 clusters Score: Raw -1014766.526640 + Penalty 2901.161354 = -1011865.365286 nChanged 9 SP:Iteration 43Q (10854.794086 sec): 3 clusters Score: Raw -1014768.987643 + Penalty 2901.161354 = -1011867.826289 nChanged 11 SP:Iteration 44Q (10854.840407 sec): 3 clusters Score: Raw -1014772.495177 + Penalty 2901.161354 = -1011871.333822 nChanged 13 SP:Iteration 45Q (10854.905947 sec): 3 clusters Score: Raw -1014776.421234 + Penalty 2901.161354 = -1011875.259880 nChanged 7 SP:Iteration 46Q (10854.967808 sec): 3 clusters Score: Raw -1014778.923695 + Penalty 2901.161354 = -1011877.762341 nChanged 11 SP:Iteration 47Q (10855.019312 sec): 3 clusters Score: Raw -1014781.866866 + Penalty 2901.161354 = -1011880.705512 nChanged 13 SP:Iteration 48Q (10855.089739 sec): 3 clusters Score: Raw -1014785.148430 + Penalty 2901.161354 = -1011883.987075 nChanged 13 SP:Iteration 49Q (10855.144925 sec): 3 clusters Score: Raw -1014787.534867 + Penalty 2901.161354 = -1011886.373513 nChanged 10 SP:Iteration 50Q (10855.201868 sec): 3 clusters Score: Raw -1014789.893768 + Penalty 2901.161354 = -1011888.732414 nChanged 7 SP:Iteration 51Q (10855.258435 sec): 3 clusters Score: Raw -1014791.053727 + Penalty 2901.161354 = -1011889.892373 nChanged 6 SP:Iteration 52Q (10855.319406 sec): 3 clusters Score: Raw -1014792.260127 + Penalty 2901.161354 = -1011891.098773 nChanged 7 SP:Iteration 53Q (10855.369109 sec): 3 clusters Score: Raw -1014793.845291 + Penalty 2901.161354 = -1011892.683937 nChanged 6 SP:Iteration 54Q (10855.439588 sec): 3 clusters Score: Raw -1014795.799512 + Penalty 2901.161354 = -1011894.638158 nChanged 9 SP:Iteration 55Q (10855.500312 sec): 3 clusters Score: Raw -1014797.401094 + Penalty 2901.161354 = -1011896.239740 nChanged 6 SP:Iteration 56Q (10855.543257 sec): 3 clusters Score: Raw -1014798.401761 + Penalty 2901.161354 = -1011897.240407 nChanged 5 SP:Iteration 57Q (10855.565504 sec): 3 clusters Score: Raw -1014799.374109 + Penalty 2901.161354 = -1011898.212754 nChanged 4 SP:Iteration 58Q (10855.588359 sec): 3 clusters Score: Raw -1014800.110122 + Penalty 2901.161354 = -1011898.948767 nChanged 1 SP:Iteration 59Q (10855.611179 sec): 3 clusters Score: Raw -1014800.282794 + Penalty 2901.161354 = -1011899.121440 nChanged 1 SP:Iteration 60F (10855.683851 sec): 3 clusters Score: Raw -1014800.441575 + Penalty 2901.161354 = -1011899.280221 nChanged 1 SP:Iteration 61Q (10855.732423 sec): 3 clusters Score: Raw -1014800.596441 + Penalty 2901.161354 = -1011899.435087 nChanged 0 SP:Iteration 62F (10855.794136 sec): 3 clusters Score: Raw -1014800.596441 + Penalty 2901.161354 = -1011899.435087 nChanged 0 Trying to split cluster 26 (6388 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10855.839871 sec): 2 clusters Score: Raw -862750.617128 + Penalty 1423.853683 = -861326.763445 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10855.889275 sec): 3 clusters Score: Raw -859278.440493 + Penalty 2847.707366 = -856430.733128 nChanged 2689 SP:Iteration 1F (10855.960171 sec): 3 clusters Score: Raw -860825.749346 + Penalty 2847.707366 = -857978.041981 nChanged 415 SP:Iteration 2F (10856.009527 sec): 3 clusters Score: Raw -861032.602909 + Penalty 2847.707366 = -858184.895543 nChanged 302 SP:Iteration 3Q (10856.068390 sec): 3 clusters Score: Raw -861195.981214 + Penalty 2847.707366 = -858348.273848 nChanged 293 SP:Iteration 4Q (10856.125275 sec): 3 clusters Score: Raw -861346.157014 + Penalty 2847.707366 = -858498.449649 nChanged 242 SP:Iteration 5Q (10856.180710 sec): 3 clusters Score: Raw -861476.441728 + Penalty 2847.707366 = -858628.734363 nChanged 262 SP:Iteration 6Q (10856.234370 sec): 3 clusters Score: Raw -861611.286198 + Penalty 2847.707366 = -858763.578832 nChanged 245 SP:Iteration 7Q (10856.301370 sec): 3 clusters Score: Raw -861755.149690 + Penalty 2847.707366 = -858907.442324 nChanged 248 SP:Iteration 8Q (10856.344012 sec): 3 clusters Score: Raw -861907.558380 + Penalty 2847.707366 = -859059.851015 nChanged 250 SP:Iteration 9Q (10856.394364 sec): 3 clusters Score: Raw -862065.716877 + Penalty 2847.707366 = -859218.009511 nChanged 254 SP:Iteration 10Q (10856.445301 sec): 3 clusters Score: Raw -862214.856068 + Penalty 2847.707366 = -859367.148703 nChanged 232 SP:Iteration 11Q (10856.512899 sec): 3 clusters Score: Raw -862337.863586 + Penalty 2847.707366 = -859490.156220 nChanged 184 SP:Iteration 12Q (10856.562747 sec): 3 clusters Score: Raw -862436.004791 + Penalty 2847.707366 = -859588.297426 nChanged 161 SP:Iteration 13Q (10856.613705 sec): 3 clusters Score: Raw -862512.947465 + Penalty 2847.707366 = -859665.240099 nChanged 135 SP:Iteration 14Q (10856.670870 sec): 3 clusters Score: Raw -862567.562211 + Penalty 2847.707366 = -859719.854846 nChanged 108 SP:Iteration 15Q (10856.724513 sec): 3 clusters Score: Raw -862607.732971 + Penalty 2847.707366 = -859760.025606 nChanged 75 SP:Iteration 16Q (10856.781355 sec): 3 clusters Score: Raw -862634.143998 + Penalty 2847.707366 = -859786.436632 nChanged 70 SP:Iteration 17Q (10856.841229 sec): 3 clusters Score: Raw -862660.637500 + Penalty 2847.707366 = -859812.930134 nChanged 63 SP:Iteration 18Q (10856.902643 sec): 3 clusters Score: Raw -862683.344885 + Penalty 2847.707366 = -859835.637520 nChanged 73 SP:Iteration 19Q (10856.963688 sec): 3 clusters Score: Raw -862713.873133 + Penalty 2847.707366 = -859866.165768 nChanged 82 SP:Iteration 20F (10857.017527 sec): 3 clusters Score: Raw -862747.582755 + Penalty 2847.707366 = -859899.875389 nChanged 77 SP:Iteration 21Q (10857.069401 sec): 3 clusters Score: Raw -862782.847729 + Penalty 2847.707366 = -859935.140364 nChanged 68 SP:Iteration 22Q (10857.124315 sec): 3 clusters Score: Raw -862808.348847 + Penalty 2847.707366 = -859960.641481 nChanged 57 SP:Iteration 23Q (10857.194711 sec): 3 clusters Score: Raw -862827.426445 + Penalty 2847.707366 = -859979.719079 nChanged 49 SP:Iteration 24Q (10857.243395 sec): 3 clusters Score: Raw -862840.742542 + Penalty 2847.707366 = -859993.035176 nChanged 38 SP:Iteration 25Q (10857.300650 sec): 3 clusters Score: Raw -862851.119211 + Penalty 2847.707366 = -860003.411846 nChanged 32 SP:Iteration 26Q (10857.368216 sec): 3 clusters Score: Raw -862860.819221 + Penalty 2847.707366 = -860013.111855 nChanged 31 SP:Iteration 27Q (10857.418086 sec): 3 clusters Score: Raw -862869.216942 + Penalty 2847.707366 = -860021.509576 nChanged 33 SP:Iteration 28Q (10857.461398 sec): 3 clusters Score: Raw -862881.567137 + Penalty 2847.707366 = -860033.859771 nChanged 38 SP:Iteration 29Q (10857.516449 sec): 3 clusters Score: Raw -862891.801017 + Penalty 2847.707366 = -860044.093651 nChanged 35 SP:Iteration 30Q (10857.567952 sec): 3 clusters Score: Raw -862900.537722 + Penalty 2847.707366 = -860052.830357 nChanged 33 SP:Iteration 31Q (10857.617244 sec): 3 clusters Score: Raw -862910.088626 + Penalty 2847.707366 = -860062.381261 nChanged 27 SP:Iteration 32Q (10857.673763 sec): 3 clusters Score: Raw -862918.205844 + Penalty 2847.707366 = -860070.498479 nChanged 35 SP:Iteration 33Q (10857.711512 sec): 3 clusters Score: Raw -862928.181442 + Penalty 2847.707366 = -860080.474076 nChanged 31 SP:Iteration 34Q (10857.777545 sec): 3 clusters Score: Raw -862936.323508 + Penalty 2847.707366 = -860088.616142 nChanged 24 SP:Iteration 35Q (10857.819691 sec): 3 clusters Score: Raw -862942.684951 + Penalty 2847.707366 = -860094.977585 nChanged 23 SP:Iteration 36Q (10857.891700 sec): 3 clusters Score: Raw -862947.821796 + Penalty 2847.707366 = -860100.114431 nChanged 20 SP:Iteration 37Q (10857.949784 sec): 3 clusters Score: Raw -862953.380610 + Penalty 2847.707366 = -860105.673244 nChanged 24 SP:Iteration 38Q (10857.995343 sec): 3 clusters Score: Raw -862958.240509 + Penalty 2847.707366 = -860110.533143 nChanged 15 SP:Iteration 39Q (10858.041956 sec): 3 clusters Score: Raw -862961.809071 + Penalty 2847.707366 = -860114.101705 nChanged 19 SP:Iteration 40F (10858.108559 sec): 3 clusters Score: Raw -862966.129045 + Penalty 2847.707366 = -860118.421680 nChanged 17 SP:Iteration 41Q (10858.156236 sec): 3 clusters Score: Raw -862970.045569 + Penalty 2847.707366 = -860122.338203 nChanged 18 SP:Iteration 42Q (10858.220166 sec): 3 clusters Score: Raw -862974.922641 + Penalty 2847.707366 = -860127.215276 nChanged 19 SP:Iteration 43Q (10858.280438 sec): 3 clusters Score: Raw -862979.510231 + Penalty 2847.707366 = -860131.802866 nChanged 16 SP:Iteration 44Q (10858.333239 sec): 3 clusters Score: Raw -862982.618888 + Penalty 2847.707366 = -860134.911523 nChanged 16 SP:Iteration 45Q (10858.392602 sec): 3 clusters Score: Raw -862985.505351 + Penalty 2847.707366 = -860137.797985 nChanged 12 SP:Iteration 46Q (10858.453503 sec): 3 clusters Score: Raw -862988.598627 + Penalty 2847.707366 = -860140.891261 nChanged 22 SP:Iteration 47Q (10858.510642 sec): 3 clusters Score: Raw -862994.528558 + Penalty 2847.707366 = -860146.821193 nChanged 20 SP:Iteration 48Q (10858.571460 sec): 3 clusters Score: Raw -862999.759752 + Penalty 2847.707366 = -860152.052387 nChanged 22 SP:Iteration 49Q (10858.629611 sec): 3 clusters Score: Raw -863004.283237 + Penalty 2847.707366 = -860156.575871 nChanged 21 SP:Iteration 50Q (10858.688715 sec): 3 clusters Score: Raw -863008.528198 + Penalty 2847.707366 = -860160.820832 nChanged 17 SP:Iteration 51Q (10858.746249 sec): 3 clusters Score: Raw -863012.129620 + Penalty 2847.707366 = -860164.422255 nChanged 18 SP:Iteration 52Q (10858.796881 sec): 3 clusters Score: Raw -863015.605416 + Penalty 2847.707366 = -860167.898050 nChanged 15 SP:Iteration 53Q (10858.867520 sec): 3 clusters Score: Raw -863018.924124 + Penalty 2847.707366 = -860171.216758 nChanged 16 SP:Iteration 54Q (10858.921815 sec): 3 clusters Score: Raw -863022.516429 + Penalty 2847.707366 = -860174.809063 nChanged 18 SP:Iteration 55Q (10858.984034 sec): 3 clusters Score: Raw -863026.405673 + Penalty 2847.707366 = -860178.698307 nChanged 13 SP:Iteration 56Q (10859.044242 sec): 3 clusters Score: Raw -863028.669680 + Penalty 2847.707366 = -860180.962315 nChanged 9 SP:Iteration 57Q (10859.093007 sec): 3 clusters Score: Raw -863029.828829 + Penalty 2847.707366 = -860182.121464 nChanged 7 SP:Iteration 58Q (10859.153261 sec): 3 clusters Score: Raw -863031.226975 + Penalty 2847.707366 = -860183.519610 nChanged 6 SP:Iteration 59Q (10859.212815 sec): 3 clusters Score: Raw -863032.457190 + Penalty 2847.707366 = -860184.749824 nChanged 12 SP:Iteration 60F (10859.246160 sec): 3 clusters Score: Raw -863035.254076 + Penalty 2847.707366 = -860187.546711 nChanged 12 SP:Iteration 61Q (10859.268252 sec): 3 clusters Score: Raw -863039.361988 + Penalty 2847.707366 = -860191.654623 nChanged 16 SP:Iteration 62Q (10859.290624 sec): 3 clusters Score: Raw -863044.354829 + Penalty 2847.707366 = -860196.647463 nChanged 18 SP:Iteration 63Q (10859.326616 sec): 3 clusters Score: Raw -863048.595791 + Penalty 2847.707366 = -860200.888426 nChanged 11 SP:Iteration 64Q (10859.347919 sec): 3 clusters Score: Raw -863050.727529 + Penalty 2847.707366 = -860203.020163 nChanged 7 SP:Iteration 65Q (10859.381942 sec): 3 clusters Score: Raw -863052.120381 + Penalty 2847.707366 = -860204.413016 nChanged 8 SP:Iteration 66Q (10859.393062 sec): 3 clusters Score: Raw -863053.826766 + Penalty 2847.707366 = -860206.119400 nChanged 7 SP:Iteration 67Q (10859.415462 sec): 3 clusters Score: Raw -863055.988062 + Penalty 2847.707366 = -860208.280696 nChanged 6 SP:Iteration 68Q (10859.437792 sec): 3 clusters Score: Raw -863057.082470 + Penalty 2847.707366 = -860209.375104 nChanged 6 SP:Iteration 69Q (10859.460560 sec): 3 clusters Score: Raw -863058.771001 + Penalty 2847.707366 = -860211.063636 nChanged 9 SP:Iteration 70Q (10859.482975 sec): 3 clusters Score: Raw -863061.371202 + Penalty 2847.707366 = -860213.663836 nChanged 7 SP:Iteration 71Q (10859.554559 sec): 3 clusters Score: Raw -863062.519776 + Penalty 2847.707366 = -860214.812410 nChanged 3 SP:Iteration 72Q (10859.614468 sec): 3 clusters Score: Raw -863063.208418 + Penalty 2847.707366 = -860215.501053 nChanged 5 SP:Iteration 73Q (10859.674405 sec): 3 clusters Score: Raw -863064.405091 + Penalty 2847.707366 = -860216.697725 nChanged 4 SP:Iteration 74Q (10859.723693 sec): 3 clusters Score: Raw -863065.196546 + Penalty 2847.707366 = -860217.489181 nChanged 6 SP:Iteration 75Q (10859.783175 sec): 3 clusters Score: Raw -863066.911541 + Penalty 2847.707366 = -860219.204175 nChanged 6 SP:Iteration 76Q (10859.832572 sec): 3 clusters Score: Raw -863068.535213 + Penalty 2847.707366 = -860220.827847 nChanged 5 SP:Iteration 77Q (10859.891056 sec): 3 clusters Score: Raw -863069.903086 + Penalty 2847.707366 = -860222.195720 nChanged 5 SP:Iteration 78Q (10859.949689 sec): 3 clusters Score: Raw -863071.151946 + Penalty 2847.707366 = -860223.444581 nChanged 6 SP:Iteration 79Q (10860.008959 sec): 3 clusters Score: Raw -863072.083641 + Penalty 2847.707366 = -860224.376276 nChanged 6 SP:Iteration 80F (10860.072032 sec): 3 clusters Score: Raw -863072.841132 + Penalty 2847.707366 = -860225.133766 nChanged 3 SP:Iteration 81Q (10860.118677 sec): 3 clusters Score: Raw -863073.388954 + Penalty 2847.707366 = -860225.681589 nChanged 1 SP:Iteration 82Q (10860.178553 sec): 3 clusters Score: Raw -863073.545003 + Penalty 2847.707366 = -860225.837637 nChanged 1 SP:Iteration 83Q (10860.243057 sec): 3 clusters Score: Raw -863073.619823 + Penalty 2847.707366 = -860225.912458 nChanged 1 SP:Iteration 84Q (10860.306932 sec): 3 clusters Score: Raw -863073.849460 + Penalty 2847.707366 = -860226.142095 nChanged 3 SP:Iteration 85Q (10860.360377 sec): 3 clusters Score: Raw -863074.700857 + Penalty 2847.707366 = -860226.993492 nChanged 5 SP:Iteration 86Q (10860.409520 sec): 3 clusters Score: Raw -863076.229770 + Penalty 2847.707366 = -860228.522405 nChanged 9 SP:Iteration 87Q (10860.466353 sec): 3 clusters Score: Raw -863079.127562 + Penalty 2847.707366 = -860231.420196 nChanged 8 SP:Iteration 88Q (10860.515288 sec): 3 clusters Score: Raw -863081.433278 + Penalty 2847.707366 = -860233.725912 nChanged 7 SP:Iteration 89Q (10860.559641 sec): 3 clusters Score: Raw -863083.598757 + Penalty 2847.707366 = -860235.891391 nChanged 5 SP:Iteration 90Q (10860.621022 sec): 3 clusters Score: Raw -863084.614956 + Penalty 2847.707366 = -860236.907590 nChanged 6 SP:Iteration 91Q (10860.666857 sec): 3 clusters Score: Raw -863086.674336 + Penalty 2847.707366 = -860238.966971 nChanged 8 SP:Iteration 92Q (10860.732791 sec): 3 clusters Score: Raw -863089.279743 + Penalty 2847.707366 = -860241.572377 nChanged 8 SP:Iteration 93Q (10860.788381 sec): 3 clusters Score: Raw -863091.690710 + Penalty 2847.707366 = -860243.983345 nChanged 7 SP:Iteration 94Q (10860.835124 sec): 3 clusters Score: Raw -863094.952598 + Penalty 2847.707366 = -860247.245233 nChanged 6 SP:Iteration 95Q (10860.907121 sec): 3 clusters Score: Raw -863096.551810 + Penalty 2847.707366 = -860248.844444 nChanged 5 SP:Iteration 96Q (10860.953513 sec): 3 clusters Score: Raw -863098.340858 + Penalty 2847.707366 = -860250.633492 nChanged 8 SP:Iteration 97Q (10861.012682 sec): 3 clusters Score: Raw -863100.347321 + Penalty 2847.707366 = -860252.639956 nChanged 3 SP:Iteration 98Q (10861.080162 sec): 3 clusters Score: Raw -863100.818501 + Penalty 2847.707366 = -860253.111136 nChanged 0 SP:Iteration 99F (10861.129914 sec): 3 clusters Score: Raw -863100.818501 + Penalty 2847.707366 = -860253.111136 nChanged 0 Trying to split cluster 27 (7405 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10861.165240 sec): 2 clusters Score: Raw -959321.643091 + Penalty 1447.860493 = -957873.782598 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10861.227956 sec): 3 clusters Score: Raw -955292.591441 + Penalty 2895.720986 = -952396.870455 nChanged 3154 SP:Iteration 1F (10861.297665 sec): 3 clusters Score: Raw -957025.074806 + Penalty 2895.720986 = -954129.353820 nChanged 462 SP:Iteration 2F (10861.359103 sec): 3 clusters Score: Raw -957242.773072 + Penalty 2895.720986 = -954347.052086 nChanged 380 SP:Iteration 3F (10861.419232 sec): 3 clusters Score: Raw -957457.432530 + Penalty 2895.720986 = -954561.711544 nChanged 367 SP:Iteration 4Q (10861.484397 sec): 3 clusters Score: Raw -957740.185803 + Penalty 2895.720986 = -954844.464817 nChanged 412 SP:Iteration 5F (10861.546835 sec): 3 clusters Score: Raw -958117.752435 + Penalty 2895.720986 = -955222.031449 nChanged 474 SP:Iteration 6F (10861.595242 sec): 3 clusters Score: Raw -958567.708849 + Penalty 2895.720986 = -955671.987863 nChanged 502 SP:Iteration 7F (10861.653382 sec): 3 clusters Score: Raw -959016.560226 + Penalty 2895.720986 = -956120.839240 nChanged 443 SP:Iteration 8F (10861.704751 sec): 3 clusters Score: Raw -959362.238204 + Penalty 2895.720986 = -956466.517218 nChanged 377 SP:Iteration 9F (10861.756436 sec): 3 clusters Score: Raw -959629.174117 + Penalty 2895.720986 = -956733.453131 nChanged 259 SP:Iteration 10Q (10861.812643 sec): 3 clusters Score: Raw -959770.613160 + Penalty 2895.720986 = -956874.892174 nChanged 181 SP:Iteration 11Q (10861.876795 sec): 3 clusters Score: Raw -959870.255934 + Penalty 2895.720986 = -956974.534948 nChanged 157 SP:Iteration 12Q (10861.938184 sec): 3 clusters Score: Raw -959962.592480 + Penalty 2895.720986 = -957066.871494 nChanged 142 SP:Iteration 13Q (10862.000398 sec): 3 clusters Score: Raw -960035.170399 + Penalty 2895.720986 = -957139.449413 nChanged 95 SP:Iteration 14Q (10862.060936 sec): 3 clusters Score: Raw -960089.765884 + Penalty 2895.720986 = -957194.044898 nChanged 87 SP:Iteration 15Q (10862.106921 sec): 3 clusters Score: Raw -960145.921918 + Penalty 2895.720986 = -957250.200932 nChanged 80 SP:Iteration 16Q (10862.130783 sec): 3 clusters Score: Raw -960199.617162 + Penalty 2895.720986 = -957303.896176 nChanged 60 SP:Iteration 17Q (10862.200273 sec): 3 clusters Score: Raw -960233.739230 + Penalty 2895.720986 = -957338.018244 nChanged 55 SP:Iteration 18Q (10862.251209 sec): 3 clusters Score: Raw -960262.727771 + Penalty 2895.720986 = -957367.006785 nChanged 35 SP:Iteration 19Q (10862.313416 sec): 3 clusters Score: Raw -960274.349822 + Penalty 2895.720986 = -957378.628836 nChanged 32 SP:Iteration 20F (10862.374363 sec): 3 clusters Score: Raw -960283.696469 + Penalty 2895.720986 = -957387.975483 nChanged 20 SP:Iteration 21Q (10862.433845 sec): 3 clusters Score: Raw -960288.707443 + Penalty 2895.720986 = -957392.986457 nChanged 13 SP:Iteration 22Q (10862.494809 sec): 3 clusters Score: Raw -960290.974082 + Penalty 2895.720986 = -957395.253096 nChanged 9 SP:Iteration 23Q (10862.564944 sec): 3 clusters Score: Raw -960292.668730 + Penalty 2895.720986 = -957396.947744 nChanged 13 SP:Iteration 24Q (10862.628605 sec): 3 clusters Score: Raw -960295.537093 + Penalty 2895.720986 = -957399.816107 nChanged 9 SP:Iteration 25Q (10862.687079 sec): 3 clusters Score: Raw -960297.270572 + Penalty 2895.720986 = -957401.549586 nChanged 8 SP:Iteration 26Q (10862.740070 sec): 3 clusters Score: Raw -960298.614002 + Penalty 2895.720986 = -957402.893016 nChanged 7 SP:Iteration 27Q (10862.801921 sec): 3 clusters Score: Raw -960299.569645 + Penalty 2895.720986 = -957403.848659 nChanged 4 SP:Iteration 28Q (10862.860691 sec): 3 clusters Score: Raw -960300.418628 + Penalty 2895.720986 = -957404.697642 nChanged 2 SP:Iteration 29Q (10862.919631 sec): 3 clusters Score: Raw -960300.912371 + Penalty 2895.720986 = -957405.191385 nChanged 4 SP:Iteration 30Q (10862.992476 sec): 3 clusters Score: Raw -960302.052441 + Penalty 2895.720986 = -957406.331454 nChanged 3 SP:Iteration 31Q (10863.038629 sec): 3 clusters Score: Raw -960302.538245 + Penalty 2895.720986 = -957406.817259 nChanged 3 SP:Iteration 32Q (10863.096703 sec): 3 clusters Score: Raw -960303.125998 + Penalty 2895.720986 = -957407.405011 nChanged 0 SP:Iteration 33F (10863.165274 sec): 3 clusters Score: Raw -960303.125998 + Penalty 2895.720986 = -957407.405011 nChanged 0 Trying to split cluster 28 (4797 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10863.196156 sec): 2 clusters Score: Raw -649584.517750 + Penalty 1377.308725 = -648207.209025 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10863.244310 sec): 3 clusters Score: Raw -647099.029613 + Penalty 2754.617450 = -644344.412163 nChanged 1898 SP:Iteration 1F (10863.302233 sec): 3 clusters Score: Raw -648150.056559 + Penalty 2754.617450 = -645395.439108 nChanged 357 SP:Iteration 2F (10863.370375 sec): 3 clusters Score: Raw -648370.194170 + Penalty 2754.617450 = -645615.576720 nChanged 294 SP:Iteration 3F (10863.415130 sec): 3 clusters Score: Raw -648534.370595 + Penalty 2754.617450 = -645779.753145 nChanged 230 SP:Iteration 4Q (10863.473209 sec): 3 clusters Score: Raw -648672.518157 + Penalty 2754.617450 = -645917.900707 nChanged 193 SP:Iteration 5Q (10863.531204 sec): 3 clusters Score: Raw -648778.414277 + Penalty 2754.617450 = -646023.796827 nChanged 166 SP:Iteration 6Q (10863.600905 sec): 3 clusters Score: Raw -648865.920227 + Penalty 2754.617450 = -646111.302776 nChanged 148 SP:Iteration 7Q (10863.644969 sec): 3 clusters Score: Raw -648949.940549 + Penalty 2754.617450 = -646195.323099 nChanged 124 SP:Iteration 8Q (10863.702127 sec): 3 clusters Score: Raw -649016.996776 + Penalty 2754.617450 = -646262.379326 nChanged 129 SP:Iteration 9Q (10863.770245 sec): 3 clusters Score: Raw -649091.398361 + Penalty 2754.617450 = -646336.780911 nChanged 119 SP:Iteration 10Q (10863.824889 sec): 3 clusters Score: Raw -649154.070877 + Penalty 2754.617450 = -646399.453427 nChanged 112 SP:Iteration 11Q (10863.874708 sec): 3 clusters Score: Raw -649202.909372 + Penalty 2754.617450 = -646448.291921 nChanged 78 SP:Iteration 12Q (10863.931677 sec): 3 clusters Score: Raw -649235.908339 + Penalty 2754.617450 = -646481.290889 nChanged 63 SP:Iteration 13Q (10863.980568 sec): 3 clusters Score: Raw -649261.740071 + Penalty 2754.617450 = -646507.122621 nChanged 60 SP:Iteration 14Q (10864.032848 sec): 3 clusters Score: Raw -649288.938167 + Penalty 2754.617450 = -646534.320717 nChanged 54 SP:Iteration 15Q (10864.103442 sec): 3 clusters Score: Raw -649307.685248 + Penalty 2754.617450 = -646553.067798 nChanged 51 SP:Iteration 16Q (10864.154930 sec): 3 clusters Score: Raw -649325.417186 + Penalty 2754.617450 = -646570.799736 nChanged 38 SP:Iteration 17Q (10864.197272 sec): 3 clusters Score: Raw -649340.703894 + Penalty 2754.617450 = -646586.086444 nChanged 47 SP:Iteration 18Q (10864.260532 sec): 3 clusters Score: Raw -649357.744560 + Penalty 2754.617450 = -646603.127110 nChanged 43 SP:Iteration 19Q (10864.321258 sec): 3 clusters Score: Raw -649375.963948 + Penalty 2754.617450 = -646621.346498 nChanged 47 SP:Iteration 20F (10864.370882 sec): 3 clusters Score: Raw -649394.983144 + Penalty 2754.617450 = -646640.365693 nChanged 38 SP:Iteration 21Q (10864.424406 sec): 3 clusters Score: Raw -649413.565343 + Penalty 2754.617450 = -646658.947893 nChanged 44 SP:Iteration 22Q (10864.493980 sec): 3 clusters Score: Raw -649439.425178 + Penalty 2754.617450 = -646684.807727 nChanged 42 SP:Iteration 23Q (10864.539076 sec): 3 clusters Score: Raw -649461.767819 + Penalty 2754.617450 = -646707.150369 nChanged 27 SP:Iteration 24Q (10864.598347 sec): 3 clusters Score: Raw -649475.457906 + Penalty 2754.617450 = -646720.840456 nChanged 30 SP:Iteration 25Q (10864.644380 sec): 3 clusters Score: Raw -649490.884408 + Penalty 2754.617450 = -646736.266957 nChanged 28 SP:Iteration 26Q (10864.712980 sec): 3 clusters Score: Raw -649509.735288 + Penalty 2754.617450 = -646755.117837 nChanged 31 SP:Iteration 27Q (10864.771056 sec): 3 clusters Score: Raw -649530.159037 + Penalty 2754.617450 = -646775.541586 nChanged 34 SP:Iteration 28Q (10864.829383 sec): 3 clusters Score: Raw -649553.298737 + Penalty 2754.617450 = -646798.681287 nChanged 32 SP:Iteration 29Q (10864.874248 sec): 3 clusters Score: Raw -649569.925476 + Penalty 2754.617450 = -646815.308026 nChanged 28 SP:Iteration 30Q (10864.927927 sec): 3 clusters Score: Raw -649583.692331 + Penalty 2754.617450 = -646829.074881 nChanged 21 SP:Iteration 31Q (10864.991449 sec): 3 clusters Score: Raw -649594.742743 + Penalty 2754.617450 = -646840.125293 nChanged 21 SP:Iteration 32Q (10865.049362 sec): 3 clusters Score: Raw -649603.894668 + Penalty 2754.617450 = -646849.277217 nChanged 13 SP:Iteration 33Q (10865.101917 sec): 3 clusters Score: Raw -649609.965221 + Penalty 2754.617450 = -646855.347771 nChanged 13 SP:Iteration 34Q (10865.162700 sec): 3 clusters Score: Raw -649615.961049 + Penalty 2754.617450 = -646861.343598 nChanged 11 SP:Iteration 35Q (10865.216936 sec): 3 clusters Score: Raw -649620.348511 + Penalty 2754.617450 = -646865.731060 nChanged 11 SP:Iteration 36Q (10865.275915 sec): 3 clusters Score: Raw -649625.612665 + Penalty 2754.617450 = -646870.995215 nChanged 12 SP:Iteration 37Q (10865.321594 sec): 3 clusters Score: Raw -649632.080070 + Penalty 2754.617450 = -646877.462619 nChanged 21 SP:Iteration 38Q (10865.378877 sec): 3 clusters Score: Raw -649642.371218 + Penalty 2754.617450 = -646887.753767 nChanged 20 SP:Iteration 39Q (10865.447750 sec): 3 clusters Score: Raw -649653.865549 + Penalty 2754.617450 = -646899.248098 nChanged 12 SP:Iteration 40F (10865.506291 sec): 3 clusters Score: Raw -649661.544931 + Penalty 2754.617450 = -646906.927481 nChanged 15 SP:Iteration 41Q (10865.548510 sec): 3 clusters Score: Raw -649675.994321 + Penalty 2754.617450 = -646921.376870 nChanged 21 SP:Iteration 42Q (10865.600082 sec): 3 clusters Score: Raw -649687.164656 + Penalty 2754.617450 = -646932.547206 nChanged 15 SP:Iteration 43Q (10865.662818 sec): 3 clusters Score: Raw -649698.475279 + Penalty 2754.617450 = -646943.857829 nChanged 13 SP:Iteration 44Q (10865.721499 sec): 3 clusters Score: Raw -649707.331524 + Penalty 2754.617450 = -646952.714073 nChanged 10 SP:Iteration 45Q (10865.766554 sec): 3 clusters Score: Raw -649715.668373 + Penalty 2754.617450 = -646961.050923 nChanged 10 SP:Iteration 46Q (10865.833805 sec): 3 clusters Score: Raw -649722.140351 + Penalty 2754.617450 = -646967.522900 nChanged 5 SP:Iteration 47Q (10865.878996 sec): 3 clusters Score: Raw -649725.165258 + Penalty 2754.617450 = -646970.547807 nChanged 6 SP:Iteration 48Q (10865.935793 sec): 3 clusters Score: Raw -649728.170825 + Penalty 2754.617450 = -646973.553375 nChanged 6 SP:Iteration 49Q (10866.002981 sec): 3 clusters Score: Raw -649731.826093 + Penalty 2754.617450 = -646977.208642 nChanged 5 SP:Iteration 50Q (10866.047078 sec): 3 clusters Score: Raw -649734.990583 + Penalty 2754.617450 = -646980.373133 nChanged 5 SP:Iteration 51Q (10866.115939 sec): 3 clusters Score: Raw -649740.150869 + Penalty 2754.617450 = -646985.533419 nChanged 7 SP:Iteration 52Q (10866.160870 sec): 3 clusters Score: Raw -649744.814403 + Penalty 2754.617450 = -646990.196952 nChanged 5 SP:Iteration 53Q (10866.228352 sec): 3 clusters Score: Raw -649747.839785 + Penalty 2754.617450 = -646993.222335 nChanged 6 SP:Iteration 54Q (10866.270434 sec): 3 clusters Score: Raw -649752.390975 + Penalty 2754.617450 = -646997.773525 nChanged 7 SP:Iteration 55Q (10866.333762 sec): 3 clusters Score: Raw -649758.505793 + Penalty 2754.617450 = -647003.888342 nChanged 10 SP:Iteration 56Q (10866.390543 sec): 3 clusters Score: Raw -649767.003988 + Penalty 2754.617450 = -647012.386537 nChanged 11 SP:Iteration 57Q (10866.438835 sec): 3 clusters Score: Raw -649772.950947 + Penalty 2754.617450 = -647018.333497 nChanged 7 SP:Iteration 58Q (10866.490883 sec): 3 clusters Score: Raw -649778.403564 + Penalty 2754.617450 = -647023.786113 nChanged 3 SP:Iteration 59Q (10866.544660 sec): 3 clusters Score: Raw -649782.283887 + Penalty 2754.617450 = -647027.666436 nChanged 6 SP:Iteration 60F (10866.599424 sec): 3 clusters Score: Raw -649787.110268 + Penalty 2754.617450 = -647032.492817 nChanged 7 SP:Iteration 61Q (10866.647881 sec): 3 clusters Score: Raw -649791.897162 + Penalty 2754.617450 = -647037.279711 nChanged 2 SP:Iteration 62Q (10866.705661 sec): 3 clusters Score: Raw -649793.507057 + Penalty 2754.617450 = -647038.889606 nChanged 0 SP:Iteration 63F (10866.762985 sec): 3 clusters Score: Raw -649793.507057 + Penalty 2754.617450 = -647038.889606 nChanged 0 Trying to split cluster 29 (937 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10866.778501 sec): 2 clusters Score: Raw -118304.239857 + Penalty 1111.936033 = -117192.303824 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10866.825035 sec): 3 clusters Score: Raw -118034.491951 + Penalty 2223.872067 = -115810.619885 nChanged 277 SP:Iteration 1F (10866.871097 sec): 3 clusters Score: Raw -118260.905764 + Penalty 2223.872067 = -116037.033697 nChanged 63 SP:Iteration 2F (10866.920165 sec): 3 clusters Score: Raw -118347.278271 + Penalty 2223.872067 = -116123.406204 nChanged 52 SP:Iteration 3F (10866.970173 sec): 3 clusters Score: Raw -118409.608188 + Penalty 2223.872067 = -116185.736122 nChanged 31 SP:Iteration 4Q (10867.020373 sec): 3 clusters Score: Raw -118438.669644 + Penalty 2223.872067 = -116214.797577 nChanged 21 SP:Iteration 5Q (10867.062356 sec): 3 clusters Score: Raw -118459.254464 + Penalty 2223.872067 = -116235.382397 nChanged 14 SP:Iteration 6Q (10867.112265 sec): 3 clusters Score: Raw -118469.230293 + Penalty 2223.872067 = -116245.358226 nChanged 11 SP:Iteration 7Q (10867.158777 sec): 3 clusters Score: Raw -118478.764426 + Penalty 2223.872067 = -116254.892359 nChanged 12 SP:Iteration 8Q (10867.213446 sec): 3 clusters Score: Raw -118491.800197 + Penalty 2223.872067 = -116267.928131 nChanged 8 SP:Iteration 9Q (10867.248700 sec): 3 clusters Score: Raw -118495.273729 + Penalty 2223.872067 = -116271.401662 nChanged 3 SP:Iteration 10Q (10867.297392 sec): 3 clusters Score: Raw -118496.545264 + Penalty 2223.872067 = -116272.673198 nChanged 0 SP:Iteration 11F (10867.347227 sec): 3 clusters Score: Raw -118496.545264 + Penalty 2223.872067 = -116272.673198 nChanged 0 Trying to split cluster 30 (12273 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10867.398072 sec): 2 clusters Score: Raw -1654265.375366 + Penalty 1529.963014 = -1652735.412352 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10867.446323 sec): 3 clusters Score: Raw -1647199.459578 + Penalty 3059.926027 = -1644139.533551 nChanged 5313 SP:Iteration 1F (10867.508702 sec): 3 clusters Score: Raw -1650076.377247 + Penalty 3059.926027 = -1647016.451220 nChanged 683 SP:Iteration 2F (10867.574558 sec): 3 clusters Score: Raw -1650367.868017 + Penalty 3059.926027 = -1647307.941990 nChanged 639 SP:Iteration 3F (10867.642024 sec): 3 clusters Score: Raw -1650656.535349 + Penalty 3059.926027 = -1647596.609322 nChanged 643 SP:Iteration 4F (10867.705453 sec): 3 clusters Score: Raw -1650961.866972 + Penalty 3059.926027 = -1647901.940945 nChanged 658 SP:Iteration 5F (10867.766007 sec): 3 clusters Score: Raw -1651334.645449 + Penalty 3059.926027 = -1648274.719422 nChanged 672 SP:Iteration 6F (10867.825071 sec): 3 clusters Score: Raw -1651719.050382 + Penalty 3059.926027 = -1648659.124355 nChanged 623 SP:Iteration 7F (10867.893343 sec): 3 clusters Score: Raw -1652082.231571 + Penalty 3059.926027 = -1649022.305544 nChanged 617 SP:Iteration 8F (10867.955768 sec): 3 clusters Score: Raw -1652460.812964 + Penalty 3059.926027 = -1649400.886937 nChanged 548 SP:Iteration 9Q (10868.028446 sec): 3 clusters Score: Raw -1652804.076684 + Penalty 3059.926027 = -1649744.150657 nChanged 470 SP:Iteration 10Q (10868.079479 sec): 3 clusters Score: Raw -1653150.460519 + Penalty 3059.926027 = -1650090.534492 nChanged 403 SP:Iteration 11Q (10868.142359 sec): 3 clusters Score: Raw -1653417.954413 + Penalty 3059.926027 = -1650358.028386 nChanged 362 SP:Iteration 12Q (10868.204246 sec): 3 clusters Score: Raw -1653639.879183 + Penalty 3059.926027 = -1650579.953156 nChanged 285 SP:Iteration 13Q (10868.264094 sec): 3 clusters Score: Raw -1653790.130782 + Penalty 3059.926027 = -1650730.204755 nChanged 206 SP:Iteration 14Q (10868.330632 sec): 3 clusters Score: Raw -1653893.485688 + Penalty 3059.926027 = -1650833.559661 nChanged 176 SP:Iteration 15Q (10868.402094 sec): 3 clusters Score: Raw -1653983.914826 + Penalty 3059.926027 = -1650923.988799 nChanged 163 SP:Iteration 16Q (10868.456627 sec): 3 clusters Score: Raw -1654052.613450 + Penalty 3059.926027 = -1650992.687423 nChanged 128 SP:Iteration 17Q (10868.517004 sec): 3 clusters Score: Raw -1654101.035792 + Penalty 3059.926027 = -1651041.109765 nChanged 111 SP:Iteration 18Q (10868.580810 sec): 3 clusters Score: Raw -1654138.195291 + Penalty 3059.926027 = -1651078.269263 nChanged 99 SP:Iteration 19Q (10868.644887 sec): 3 clusters Score: Raw -1654171.265722 + Penalty 3059.926027 = -1651111.339695 nChanged 90 SP:Iteration 20F (10868.694845 sec): 3 clusters Score: Raw -1654203.192671 + Penalty 3059.926027 = -1651143.266644 nChanged 78 SP:Iteration 21Q (10868.759671 sec): 3 clusters Score: Raw -1654232.621369 + Penalty 3059.926027 = -1651172.695342 nChanged 78 SP:Iteration 22Q (10868.822718 sec): 3 clusters Score: Raw -1654263.345410 + Penalty 3059.926027 = -1651203.419383 nChanged 65 SP:Iteration 23Q (10868.877157 sec): 3 clusters Score: Raw -1654289.199506 + Penalty 3059.926027 = -1651229.273479 nChanged 66 SP:Iteration 24Q (10868.943282 sec): 3 clusters Score: Raw -1654315.941401 + Penalty 3059.926027 = -1651256.015374 nChanged 63 SP:Iteration 25Q (10869.008047 sec): 3 clusters Score: Raw -1654344.359380 + Penalty 3059.926027 = -1651284.433353 nChanged 67 SP:Iteration 26Q (10869.073443 sec): 3 clusters Score: Raw -1654374.304803 + Penalty 3059.926027 = -1651314.378775 nChanged 62 SP:Iteration 27Q (10869.138399 sec): 3 clusters Score: Raw -1654402.948948 + Penalty 3059.926027 = -1651343.022921 nChanged 66 SP:Iteration 28Q (10869.202988 sec): 3 clusters Score: Raw -1654438.060593 + Penalty 3059.926027 = -1651378.134565 nChanged 65 SP:Iteration 29Q (10869.267891 sec): 3 clusters Score: Raw -1654469.960962 + Penalty 3059.926027 = -1651410.034935 nChanged 70 SP:Iteration 30Q (10869.332289 sec): 3 clusters Score: Raw -1654504.272568 + Penalty 3059.926027 = -1651444.346541 nChanged 48 SP:Iteration 31Q (10869.392986 sec): 3 clusters Score: Raw -1654527.506448 + Penalty 3059.926027 = -1651467.580421 nChanged 45 SP:Iteration 32Q (10869.457686 sec): 3 clusters Score: Raw -1654548.218651 + Penalty 3059.926027 = -1651488.292624 nChanged 47 SP:Iteration 33Q (10869.519589 sec): 3 clusters Score: Raw -1654567.017150 + Penalty 3059.926027 = -1651507.091123 nChanged 31 SP:Iteration 34Q (10869.567234 sec): 3 clusters Score: Raw -1654579.303130 + Penalty 3059.926027 = -1651519.377103 nChanged 44 SP:Iteration 35Q (10869.630035 sec): 3 clusters Score: Raw -1654599.563100 + Penalty 3059.926027 = -1651539.637073 nChanged 44 SP:Iteration 36Q (10869.688728 sec): 3 clusters Score: Raw -1654615.007688 + Penalty 3059.926027 = -1651555.081661 nChanged 30 SP:Iteration 37Q (10869.750220 sec): 3 clusters Score: Raw -1654624.415569 + Penalty 3059.926027 = -1651564.489542 nChanged 25 SP:Iteration 38Q (10869.808055 sec): 3 clusters Score: Raw -1654633.178823 + Penalty 3059.926027 = -1651573.252796 nChanged 24 SP:Iteration 39Q (10869.867058 sec): 3 clusters Score: Raw -1654639.548024 + Penalty 3059.926027 = -1651579.621997 nChanged 19 SP:Iteration 40F (10869.924984 sec): 3 clusters Score: Raw -1654645.944932 + Penalty 3059.926027 = -1651586.018905 nChanged 16 SP:Iteration 41Q (10869.987025 sec): 3 clusters Score: Raw -1654650.246379 + Penalty 3059.926027 = -1651590.320352 nChanged 16 SP:Iteration 42Q (10870.044083 sec): 3 clusters Score: Raw -1654655.318744 + Penalty 3059.926027 = -1651595.392717 nChanged 17 SP:Iteration 43Q (10870.106739 sec): 3 clusters Score: Raw -1654660.152173 + Penalty 3059.926027 = -1651600.226146 nChanged 11 SP:Iteration 44Q (10870.161116 sec): 3 clusters Score: Raw -1654664.712993 + Penalty 3059.926027 = -1651604.786966 nChanged 17 SP:Iteration 45Q (10870.218388 sec): 3 clusters Score: Raw -1654673.143322 + Penalty 3059.926027 = -1651613.217295 nChanged 19 SP:Iteration 46Q (10870.283768 sec): 3 clusters Score: Raw -1654678.089571 + Penalty 3059.926027 = -1651618.163544 nChanged 14 SP:Iteration 47Q (10870.354511 sec): 3 clusters Score: Raw -1654682.709263 + Penalty 3059.926027 = -1651622.783235 nChanged 11 SP:Iteration 48Q (10870.400313 sec): 3 clusters Score: Raw -1654685.315247 + Penalty 3059.926027 = -1651625.389220 nChanged 8 SP:Iteration 49Q (10870.460985 sec): 3 clusters Score: Raw -1654687.121057 + Penalty 3059.926027 = -1651627.195030 nChanged 8 SP:Iteration 50Q (10870.525967 sec): 3 clusters Score: Raw -1654688.505384 + Penalty 3059.926027 = -1651628.579357 nChanged 6 SP:Iteration 51Q (10870.576600 sec): 3 clusters Score: Raw -1654690.439644 + Penalty 3059.926027 = -1651630.513617 nChanged 10 SP:Iteration 52Q (10870.630740 sec): 3 clusters Score: Raw -1654692.992527 + Penalty 3059.926027 = -1651633.066500 nChanged 8 SP:Iteration 53Q (10870.700080 sec): 3 clusters Score: Raw -1654694.828057 + Penalty 3059.926027 = -1651634.902030 nChanged 7 SP:Iteration 54Q (10870.749462 sec): 3 clusters Score: Raw -1654696.614005 + Penalty 3059.926027 = -1651636.687978 nChanged 7 SP:Iteration 55Q (10870.808874 sec): 3 clusters Score: Raw -1654698.369716 + Penalty 3059.926027 = -1651638.443689 nChanged 6 SP:Iteration 56Q (10870.876749 sec): 3 clusters Score: Raw -1654699.717059 + Penalty 3059.926027 = -1651639.791032 nChanged 2 SP:Iteration 57Q (10870.940569 sec): 3 clusters Score: Raw -1654700.118008 + Penalty 3059.926027 = -1651640.191981 nChanged 3 SP:Iteration 58Q (10871.009663 sec): 3 clusters Score: Raw -1654700.526127 + Penalty 3059.926027 = -1651640.600100 nChanged 6 SP:Iteration 59Q (10871.037296 sec): 3 clusters Score: Raw -1654701.507590 + Penalty 3059.926027 = -1651641.581563 nChanged 2 SP:Iteration 60F (10871.105708 sec): 3 clusters Score: Raw -1654702.255865 + Penalty 3059.926027 = -1651642.329838 nChanged 1 SP:Iteration 61Q (10871.152214 sec): 3 clusters Score: Raw -1654702.628878 + Penalty 3059.926027 = -1651642.702851 nChanged 3 SP:Iteration 62Q (10871.208438 sec): 3 clusters Score: Raw -1654703.758762 + Penalty 3059.926027 = -1651643.832735 nChanged 5 SP:Iteration 63Q (10871.279149 sec): 3 clusters Score: Raw -1654704.525123 + Penalty 3059.926027 = -1651644.599095 nChanged 2 SP:Iteration 64Q (10871.332406 sec): 3 clusters Score: Raw -1654704.979587 + Penalty 3059.926027 = -1651645.053560 nChanged 1 SP:Iteration 65Q (10871.388512 sec): 3 clusters Score: Raw -1654705.044761 + Penalty 3059.926027 = -1651645.118734 nChanged 0 SP:Iteration 66F (10871.454221 sec): 3 clusters Score: Raw -1654705.044761 + Penalty 3059.926027 = -1651645.118734 nChanged 0 Trying to split cluster 31 (15604 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10871.488640 sec): 2 clusters Score: Raw -2078325.745713 + Penalty 1568.983418 = -2076756.762295 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10871.560626 sec): 3 clusters Score: Raw -2069052.825055 + Penalty 3137.966835 = -2065914.858220 nChanged 6975 SP:Iteration 1F (10871.638034 sec): 3 clusters Score: Raw -2072963.146296 + Penalty 3137.966835 = -2069825.179460 nChanged 886 SP:Iteration 2F (10871.704942 sec): 3 clusters Score: Raw -2073307.567164 + Penalty 3137.966835 = -2070169.600328 nChanged 757 SP:Iteration 3Q (10871.781405 sec): 3 clusters Score: Raw -2073614.675611 + Penalty 3137.966835 = -2070476.708775 nChanged 722 SP:Iteration 4Q (10871.851015 sec): 3 clusters Score: Raw -2073983.122440 + Penalty 3137.966835 = -2070845.155605 nChanged 727 SP:Iteration 5Q (10871.922320 sec): 3 clusters Score: Raw -2074391.025725 + Penalty 3137.966835 = -2071253.058890 nChanged 674 SP:Iteration 6Q (10872.006065 sec): 3 clusters Score: Raw -2074851.152953 + Penalty 3137.966835 = -2071713.186118 nChanged 684 SP:Iteration 7Q (10872.072672 sec): 3 clusters Score: Raw -2075334.556625 + Penalty 3137.966835 = -2072196.589789 nChanged 724 SP:Iteration 8Q (10872.126872 sec): 3 clusters Score: Raw -2075863.030786 + Penalty 3137.966835 = -2072725.063951 nChanged 717 SP:Iteration 9Q (10872.192107 sec): 3 clusters Score: Raw -2076427.102795 + Penalty 3137.966835 = -2073289.135960 nChanged 751 SP:Iteration 10Q (10872.265960 sec): 3 clusters Score: Raw -2076964.567379 + Penalty 3137.966835 = -2073826.600544 nChanged 685 SP:Iteration 11Q (10872.330156 sec): 3 clusters Score: Raw -2077393.569764 + Penalty 3137.966835 = -2074255.602929 nChanged 581 SP:Iteration 12Q (10872.400575 sec): 3 clusters Score: Raw -2077704.363285 + Penalty 3137.966835 = -2074566.396449 nChanged 465 SP:Iteration 13Q (10872.456996 sec): 3 clusters Score: Raw -2077916.237541 + Penalty 3137.966835 = -2074778.270705 nChanged 367 SP:Iteration 14Q (10872.530036 sec): 3 clusters Score: Raw -2078066.788032 + Penalty 3137.966835 = -2074928.821197 nChanged 311 SP:Iteration 15Q (10872.602289 sec): 3 clusters Score: Raw -2078177.642975 + Penalty 3137.966835 = -2075039.676139 nChanged 261 SP:Iteration 16Q (10872.660731 sec): 3 clusters Score: Raw -2078260.289884 + Penalty 3137.966835 = -2075122.323048 nChanged 222 SP:Iteration 17Q (10872.717863 sec): 3 clusters Score: Raw -2078333.631746 + Penalty 3137.966835 = -2075195.664910 nChanged 197 SP:Iteration 18Q (10872.791585 sec): 3 clusters Score: Raw -2078390.418878 + Penalty 3137.966835 = -2075252.452043 nChanged 169 SP:Iteration 19Q (10872.856193 sec): 3 clusters Score: Raw -2078429.529092 + Penalty 3137.966835 = -2075291.562257 nChanged 142 SP:Iteration 20F (10872.919272 sec): 3 clusters Score: Raw -2078468.754352 + Penalty 3137.966835 = -2075330.787516 nChanged 142 SP:Iteration 21Q (10872.981119 sec): 3 clusters Score: Raw -2078505.267610 + Penalty 3137.966835 = -2075367.300775 nChanged 145 SP:Iteration 22Q (10873.043925 sec): 3 clusters Score: Raw -2078541.897039 + Penalty 3137.966835 = -2075403.930203 nChanged 144 SP:Iteration 23Q (10873.105920 sec): 3 clusters Score: Raw -2078573.013043 + Penalty 3137.966835 = -2075435.046207 nChanged 132 SP:Iteration 24Q (10873.170917 sec): 3 clusters Score: Raw -2078599.742230 + Penalty 3137.966835 = -2075461.775394 nChanged 114 SP:Iteration 25Q (10873.235388 sec): 3 clusters Score: Raw -2078623.596278 + Penalty 3137.966835 = -2075485.629443 nChanged 102 SP:Iteration 26Q (10873.292059 sec): 3 clusters Score: Raw -2078646.101406 + Penalty 3137.966835 = -2075508.134571 nChanged 94 SP:Iteration 27Q (10873.365189 sec): 3 clusters Score: Raw -2078661.960858 + Penalty 3137.966835 = -2075523.994022 nChanged 75 SP:Iteration 28Q (10873.434437 sec): 3 clusters Score: Raw -2078672.933281 + Penalty 3137.966835 = -2075534.966446 nChanged 64 SP:Iteration 29Q (10873.500380 sec): 3 clusters Score: Raw -2078681.866344 + Penalty 3137.966835 = -2075543.899509 nChanged 52 SP:Iteration 30Q (10873.566304 sec): 3 clusters Score: Raw -2078688.649788 + Penalty 3137.966835 = -2075550.682953 nChanged 48 SP:Iteration 31Q (10873.627509 sec): 3 clusters Score: Raw -2078696.260837 + Penalty 3137.966835 = -2075558.294001 nChanged 55 SP:Iteration 32Q (10873.701315 sec): 3 clusters Score: Raw -2078703.288590 + Penalty 3137.966835 = -2075565.321754 nChanged 40 SP:Iteration 33Q (10873.766055 sec): 3 clusters Score: Raw -2078707.899356 + Penalty 3137.966835 = -2075569.932521 nChanged 35 SP:Iteration 34Q (10873.822965 sec): 3 clusters Score: Raw -2078712.301354 + Penalty 3137.966835 = -2075574.334519 nChanged 42 SP:Iteration 35Q (10873.887829 sec): 3 clusters Score: Raw -2078717.963203 + Penalty 3137.966835 = -2075579.996367 nChanged 40 SP:Iteration 36Q (10873.956971 sec): 3 clusters Score: Raw -2078723.279706 + Penalty 3137.966835 = -2075585.312870 nChanged 52 SP:Iteration 37Q (10874.026619 sec): 3 clusters Score: Raw -2078729.768014 + Penalty 3137.966835 = -2075591.801179 nChanged 44 SP:Iteration 38Q (10874.096475 sec): 3 clusters Score: Raw -2078735.128882 + Penalty 3137.966835 = -2075597.162046 nChanged 45 SP:Iteration 39Q (10874.135953 sec): 3 clusters Score: Raw -2078741.081552 + Penalty 3137.966835 = -2075603.114716 nChanged 51 SP:Iteration 40F (10874.171539 sec): 3 clusters Score: Raw -2078748.004368 + Penalty 3137.966835 = -2075610.037533 nChanged 44 SP:Iteration 41Q (10874.242823 sec): 3 clusters Score: Raw -2078752.762787 + Penalty 3137.966835 = -2075614.795952 nChanged 40 SP:Iteration 42Q (10874.312911 sec): 3 clusters Score: Raw -2078756.373511 + Penalty 3137.966835 = -2075618.406675 nChanged 28 SP:Iteration 43Q (10874.376729 sec): 3 clusters Score: Raw -2078759.582544 + Penalty 3137.966835 = -2075621.615708 nChanged 32 SP:Iteration 44Q (10874.455892 sec): 3 clusters Score: Raw -2078763.148847 + Penalty 3137.966835 = -2075625.182011 nChanged 27 SP:Iteration 45Q (10874.517135 sec): 3 clusters Score: Raw -2078765.760372 + Penalty 3137.966835 = -2075627.793537 nChanged 20 SP:Iteration 46Q (10874.583261 sec): 3 clusters Score: Raw -2078767.785304 + Penalty 3137.966835 = -2075629.818468 nChanged 22 SP:Iteration 47Q (10874.653219 sec): 3 clusters Score: Raw -2078769.643914 + Penalty 3137.966835 = -2075631.677079 nChanged 16 SP:Iteration 48Q (10874.721532 sec): 3 clusters Score: Raw -2078770.917862 + Penalty 3137.966835 = -2075632.951026 nChanged 16 SP:Iteration 49Q (10874.781889 sec): 3 clusters Score: Raw -2078772.224963 + Penalty 3137.966835 = -2075634.258127 nChanged 11 SP:Iteration 50Q (10874.854160 sec): 3 clusters Score: Raw -2078773.293369 + Penalty 3137.966835 = -2075635.326534 nChanged 12 SP:Iteration 51Q (10874.921622 sec): 3 clusters Score: Raw -2078774.476803 + Penalty 3137.966835 = -2075636.509967 nChanged 11 SP:Iteration 52Q (10874.989302 sec): 3 clusters Score: Raw -2078775.503388 + Penalty 3137.966835 = -2075637.536553 nChanged 11 SP:Iteration 53Q (10875.051095 sec): 3 clusters Score: Raw -2078776.400946 + Penalty 3137.966835 = -2075638.434111 nChanged 11 SP:Iteration 54Q (10875.111470 sec): 3 clusters Score: Raw -2078777.312918 + Penalty 3137.966835 = -2075639.346083 nChanged 8 SP:Iteration 55Q (10875.178092 sec): 3 clusters Score: Raw -2078778.124095 + Penalty 3137.966835 = -2075640.157259 nChanged 11 SP:Iteration 56Q (10875.253604 sec): 3 clusters Score: Raw -2078778.950719 + Penalty 3137.966835 = -2075640.983884 nChanged 13 SP:Iteration 57Q (10875.322398 sec): 3 clusters Score: Raw -2078780.218266 + Penalty 3137.966835 = -2075642.251430 nChanged 12 SP:Iteration 58Q (10875.385606 sec): 3 clusters Score: Raw -2078781.293525 + Penalty 3137.966835 = -2075643.326689 nChanged 12 SP:Iteration 59Q (10875.455292 sec): 3 clusters Score: Raw -2078782.209846 + Penalty 3137.966835 = -2075644.243011 nChanged 11 SP:Iteration 60F (10875.521824 sec): 3 clusters Score: Raw -2078782.966526 + Penalty 3137.966835 = -2075644.999690 nChanged 10 SP:Iteration 61Q (10875.591587 sec): 3 clusters Score: Raw -2078783.778879 + Penalty 3137.966835 = -2075645.812044 nChanged 9 SP:Iteration 62Q (10875.656331 sec): 3 clusters Score: Raw -2078784.436112 + Penalty 3137.966835 = -2075646.469276 nChanged 5 SP:Iteration 63Q (10875.723813 sec): 3 clusters Score: Raw -2078784.864149 + Penalty 3137.966835 = -2075646.897314 nChanged 5 SP:Iteration 64Q (10875.793675 sec): 3 clusters Score: Raw -2078785.338007 + Penalty 3137.966835 = -2075647.371171 nChanged 8 SP:Iteration 65Q (10875.852875 sec): 3 clusters Score: Raw -2078785.858451 + Penalty 3137.966835 = -2075647.891616 nChanged 8 SP:Iteration 66Q (10875.922773 sec): 3 clusters Score: Raw -2078786.277189 + Penalty 3137.966835 = -2075648.310354 nChanged 3 SP:Iteration 67Q (10875.982277 sec): 3 clusters Score: Raw -2078786.408967 + Penalty 3137.966835 = -2075648.442131 nChanged 0 SP:Iteration 68F (10876.047592 sec): 3 clusters Score: Raw -2078786.408967 + Penalty 3137.966835 = -2075648.442131 nChanged 0 Trying to split cluster 32 (18548 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10876.096948 sec): 2 clusters Score: Raw -2212859.287592 + Penalty 1597.069052 = -2211262.218539 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10876.177925 sec): 3 clusters Score: Raw -2201714.083932 + Penalty 3194.138105 = -2198519.945828 nChanged 8352 SP:Iteration 1F (10876.245603 sec): 3 clusters Score: Raw -2206579.036417 + Penalty 3194.138105 = -2203384.898313 nChanged 1184 SP:Iteration 2F (10876.310378 sec): 3 clusters Score: Raw -2207239.631742 + Penalty 3194.138105 = -2204045.493637 nChanged 1134 SP:Iteration 3F (10876.396402 sec): 3 clusters Score: Raw -2208021.518834 + Penalty 3194.138105 = -2204827.380729 nChanged 1254 SP:Iteration 4F (10876.452788 sec): 3 clusters Score: Raw -2208937.333964 + Penalty 3194.138105 = -2205743.195859 nChanged 1152 SP:Iteration 5F (10876.526486 sec): 3 clusters Score: Raw -2209766.041635 + Penalty 3194.138105 = -2206571.903530 nChanged 1068 SP:Iteration 6F (10876.598503 sec): 3 clusters Score: Raw -2210445.225304 + Penalty 3194.138105 = -2207251.087199 nChanged 899 SP:Iteration 7Q (10876.655440 sec): 3 clusters Score: Raw -2210922.828208 + Penalty 3194.138105 = -2207728.690103 nChanged 718 SP:Iteration 8Q (10876.696570 sec): 3 clusters Score: Raw -2211284.556718 + Penalty 3194.138105 = -2208090.418613 nChanged 602 SP:Iteration 9Q (10876.763943 sec): 3 clusters Score: Raw -2211515.201707 + Penalty 3194.138105 = -2208321.063603 nChanged 439 SP:Iteration 10Q (10876.840633 sec): 3 clusters Score: Raw -2211642.514680 + Penalty 3194.138105 = -2208448.376575 nChanged 309 SP:Iteration 11Q (10876.920257 sec): 3 clusters Score: Raw -2211724.002132 + Penalty 3194.138105 = -2208529.864027 nChanged 253 SP:Iteration 12Q (10876.983482 sec): 3 clusters Score: Raw -2211784.879301 + Penalty 3194.138105 = -2208590.741196 nChanged 228 SP:Iteration 13Q (10877.060636 sec): 3 clusters Score: Raw -2211830.780115 + Penalty 3194.138105 = -2208636.642010 nChanged 191 SP:Iteration 14Q (10877.137787 sec): 3 clusters Score: Raw -2211870.750404 + Penalty 3194.138105 = -2208676.612299 nChanged 161 SP:Iteration 15Q (10877.204894 sec): 3 clusters Score: Raw -2211900.134239 + Penalty 3194.138105 = -2208705.996134 nChanged 142 SP:Iteration 16Q (10877.280382 sec): 3 clusters Score: Raw -2211927.226908 + Penalty 3194.138105 = -2208733.088803 nChanged 127 SP:Iteration 17Q (10877.351937 sec): 3 clusters Score: Raw -2211948.354882 + Penalty 3194.138105 = -2208754.216777 nChanged 109 SP:Iteration 18Q (10877.427061 sec): 3 clusters Score: Raw -2211965.369955 + Penalty 3194.138105 = -2208771.231851 nChanged 97 SP:Iteration 19Q (10877.508580 sec): 3 clusters Score: Raw -2211978.490177 + Penalty 3194.138105 = -2208784.352072 nChanged 88 SP:Iteration 20F (10877.573923 sec): 3 clusters Score: Raw -2211991.781094 + Penalty 3194.138105 = -2208797.642989 nChanged 76 SP:Iteration 21Q (10877.643780 sec): 3 clusters Score: Raw -2212003.983861 + Penalty 3194.138105 = -2208809.845756 nChanged 81 SP:Iteration 22Q (10877.719451 sec): 3 clusters Score: Raw -2212017.052153 + Penalty 3194.138105 = -2208822.914048 nChanged 80 SP:Iteration 23Q (10877.794066 sec): 3 clusters Score: Raw -2212028.354952 + Penalty 3194.138105 = -2208834.216847 nChanged 63 SP:Iteration 24Q (10877.862276 sec): 3 clusters Score: Raw -2212037.378244 + Penalty 3194.138105 = -2208843.240139 nChanged 72 SP:Iteration 25Q (10877.939735 sec): 3 clusters Score: Raw -2212047.614383 + Penalty 3194.138105 = -2208853.476278 nChanged 75 SP:Iteration 26Q (10878.013498 sec): 3 clusters Score: Raw -2212058.199211 + Penalty 3194.138105 = -2208864.061106 nChanged 75 SP:Iteration 27Q (10878.084152 sec): 3 clusters Score: Raw -2212069.677688 + Penalty 3194.138105 = -2208875.539583 nChanged 68 SP:Iteration 28Q (10878.150922 sec): 3 clusters Score: Raw -2212078.736856 + Penalty 3194.138105 = -2208884.598751 nChanged 59 SP:Iteration 29Q (10878.232038 sec): 3 clusters Score: Raw -2212086.320430 + Penalty 3194.138105 = -2208892.182325 nChanged 69 SP:Iteration 30Q (10878.289530 sec): 3 clusters Score: Raw -2212096.251396 + Penalty 3194.138105 = -2208902.113291 nChanged 83 SP:Iteration 31Q (10878.368393 sec): 3 clusters Score: Raw -2212108.852411 + Penalty 3194.138105 = -2208914.714306 nChanged 93 SP:Iteration 32Q (10878.442937 sec): 3 clusters Score: Raw -2212123.201642 + Penalty 3194.138105 = -2208929.063537 nChanged 94 SP:Iteration 33Q (10878.513783 sec): 3 clusters Score: Raw -2212138.552833 + Penalty 3194.138105 = -2208944.414728 nChanged 98 SP:Iteration 34Q (10878.588535 sec): 3 clusters Score: Raw -2212153.927438 + Penalty 3194.138105 = -2208959.789333 nChanged 89 SP:Iteration 35Q (10878.663614 sec): 3 clusters Score: Raw -2212169.406198 + Penalty 3194.138105 = -2208975.268093 nChanged 89 SP:Iteration 36Q (10878.733476 sec): 3 clusters Score: Raw -2212187.142339 + Penalty 3194.138105 = -2208993.004234 nChanged 104 SP:Iteration 37Q (10878.814011 sec): 3 clusters Score: Raw -2212208.250765 + Penalty 3194.138105 = -2209014.112660 nChanged 111 SP:Iteration 38Q (10878.888313 sec): 3 clusters Score: Raw -2212231.195309 + Penalty 3194.138105 = -2209037.057204 nChanged 127 SP:Iteration 39Q (10878.954327 sec): 3 clusters Score: Raw -2212258.022829 + Penalty 3194.138105 = -2209063.884724 nChanged 119 SP:Iteration 40F (10879.027175 sec): 3 clusters Score: Raw -2212283.739910 + Penalty 3194.138105 = -2209089.601805 nChanged 124 SP:Iteration 41Q (10879.101208 sec): 3 clusters Score: Raw -2212315.104313 + Penalty 3194.138105 = -2209120.966208 nChanged 148 SP:Iteration 42Q (10879.177216 sec): 3 clusters Score: Raw -2212358.542660 + Penalty 3194.138105 = -2209164.404555 nChanged 153 SP:Iteration 43Q (10879.242149 sec): 3 clusters Score: Raw -2212398.892280 + Penalty 3194.138105 = -2209204.754175 nChanged 145 SP:Iteration 44Q (10879.312517 sec): 3 clusters Score: Raw -2212441.381413 + Penalty 3194.138105 = -2209247.243308 nChanged 145 SP:Iteration 45Q (10879.389705 sec): 3 clusters Score: Raw -2212488.971408 + Penalty 3194.138105 = -2209294.833304 nChanged 176 SP:Iteration 46Q (10879.462927 sec): 3 clusters Score: Raw -2212541.796119 + Penalty 3194.138105 = -2209347.658014 nChanged 162 SP:Iteration 47Q (10879.530960 sec): 3 clusters Score: Raw -2212592.793454 + Penalty 3194.138105 = -2209398.655349 nChanged 150 SP:Iteration 48Q (10879.609490 sec): 3 clusters Score: Raw -2212645.662021 + Penalty 3194.138105 = -2209451.523916 nChanged 157 SP:Iteration 49Q (10879.668209 sec): 3 clusters Score: Raw -2212699.083651 + Penalty 3194.138105 = -2209504.945546 nChanged 143 SP:Iteration 50Q (10879.739927 sec): 3 clusters Score: Raw -2212755.656588 + Penalty 3194.138105 = -2209561.518483 nChanged 147 SP:Iteration 51Q (10879.816277 sec): 3 clusters Score: Raw -2212816.503567 + Penalty 3194.138105 = -2209622.365462 nChanged 161 SP:Iteration 52Q (10879.892266 sec): 3 clusters Score: Raw -2212886.450087 + Penalty 3194.138105 = -2209692.311983 nChanged 163 SP:Iteration 53Q (10879.959532 sec): 3 clusters Score: Raw -2212949.382717 + Penalty 3194.138105 = -2209755.244613 nChanged 147 SP:Iteration 54Q (10880.028240 sec): 3 clusters Score: Raw -2212998.685976 + Penalty 3194.138105 = -2209804.547871 nChanged 139 SP:Iteration 55Q (10880.097231 sec): 3 clusters Score: Raw -2213042.665941 + Penalty 3194.138105 = -2209848.527837 nChanged 123 SP:Iteration 56Q (10880.167654 sec): 3 clusters Score: Raw -2213079.719413 + Penalty 3194.138105 = -2209885.581308 nChanged 117 SP:Iteration 57Q (10880.252859 sec): 3 clusters Score: Raw -2213111.743544 + Penalty 3194.138105 = -2209917.605439 nChanged 103 SP:Iteration 58Q (10880.317887 sec): 3 clusters Score: Raw -2213143.486216 + Penalty 3194.138105 = -2209949.348112 nChanged 94 SP:Iteration 59Q (10880.399860 sec): 3 clusters Score: Raw -2213170.190594 + Penalty 3194.138105 = -2209976.052489 nChanged 77 SP:Iteration 60F (10880.462294 sec): 3 clusters Score: Raw -2213187.411119 + Penalty 3194.138105 = -2209993.273014 nChanged 72 SP:Iteration 61Q (10880.530858 sec): 3 clusters Score: Raw -2213205.533636 + Penalty 3194.138105 = -2210011.395532 nChanged 71 SP:Iteration 62Q (10880.604654 sec): 3 clusters Score: Raw -2213225.507171 + Penalty 3194.138105 = -2210031.369067 nChanged 70 SP:Iteration 63Q (10880.676374 sec): 3 clusters Score: Raw -2213244.120220 + Penalty 3194.138105 = -2210049.982115 nChanged 69 SP:Iteration 64Q (10880.739478 sec): 3 clusters Score: Raw -2213262.079794 + Penalty 3194.138105 = -2210067.941689 nChanged 69 SP:Iteration 65Q (10880.808622 sec): 3 clusters Score: Raw -2213282.766742 + Penalty 3194.138105 = -2210088.628637 nChanged 66 SP:Iteration 66Q (10880.895538 sec): 3 clusters Score: Raw -2213299.153095 + Penalty 3194.138105 = -2210105.014990 nChanged 52 SP:Iteration 67Q (10880.957759 sec): 3 clusters Score: Raw -2213314.223364 + Penalty 3194.138105 = -2210120.085260 nChanged 60 SP:Iteration 68Q (10881.026515 sec): 3 clusters Score: Raw -2213330.349131 + Penalty 3194.138105 = -2210136.211026 nChanged 53 SP:Iteration 69Q (10881.095228 sec): 3 clusters Score: Raw -2213342.981062 + Penalty 3194.138105 = -2210148.842957 nChanged 51 SP:Iteration 70Q (10881.164268 sec): 3 clusters Score: Raw -2213356.676520 + Penalty 3194.138105 = -2210162.538415 nChanged 52 SP:Iteration 71Q (10881.236266 sec): 3 clusters Score: Raw -2213370.334479 + Penalty 3194.138105 = -2210176.196374 nChanged 54 SP:Iteration 72Q (10881.318991 sec): 3 clusters Score: Raw -2213381.568384 + Penalty 3194.138105 = -2210187.430279 nChanged 49 SP:Iteration 73Q (10881.377470 sec): 3 clusters Score: Raw -2213393.870190 + Penalty 3194.138105 = -2210199.732085 nChanged 49 SP:Iteration 74Q (10881.445608 sec): 3 clusters Score: Raw -2213405.931780 + Penalty 3194.138105 = -2210211.793675 nChanged 54 SP:Iteration 75Q (10881.510301 sec): 3 clusters Score: Raw -2213419.092783 + Penalty 3194.138105 = -2210224.954678 nChanged 49 SP:Iteration 76Q (10881.581959 sec): 3 clusters Score: Raw -2213429.432578 + Penalty 3194.138105 = -2210235.294474 nChanged 32 SP:Iteration 77Q (10881.635717 sec): 3 clusters Score: Raw -2213435.817617 + Penalty 3194.138105 = -2210241.679512 nChanged 23 SP:Iteration 78Q (10881.719396 sec): 3 clusters Score: Raw -2213440.301323 + Penalty 3194.138105 = -2210246.163218 nChanged 19 SP:Iteration 79Q (10881.773789 sec): 3 clusters Score: Raw -2213442.635304 + Penalty 3194.138105 = -2210248.497199 nChanged 12 SP:Iteration 80F (10881.856823 sec): 3 clusters Score: Raw -2213444.611108 + Penalty 3194.138105 = -2210250.473003 nChanged 12 SP:Iteration 81Q (10881.922615 sec): 3 clusters Score: Raw -2213446.800806 + Penalty 3194.138105 = -2210252.662702 nChanged 9 SP:Iteration 82Q (10881.998946 sec): 3 clusters Score: Raw -2213448.130617 + Penalty 3194.138105 = -2210253.992512 nChanged 8 SP:Iteration 83Q (10882.056283 sec): 3 clusters Score: Raw -2213449.197450 + Penalty 3194.138105 = -2210255.059345 nChanged 8 SP:Iteration 84Q (10882.128163 sec): 3 clusters Score: Raw -2213450.137748 + Penalty 3194.138105 = -2210255.999643 nChanged 6 SP:Iteration 85Q (10882.199099 sec): 3 clusters Score: Raw -2213450.922109 + Penalty 3194.138105 = -2210256.784004 nChanged 7 SP:Iteration 86Q (10882.275482 sec): 3 clusters Score: Raw -2213451.977803 + Penalty 3194.138105 = -2210257.839699 nChanged 8 SP:Iteration 87Q (10882.337454 sec): 3 clusters Score: Raw -2213453.119832 + Penalty 3194.138105 = -2210258.981727 nChanged 8 SP:Iteration 88Q (10882.408827 sec): 3 clusters Score: Raw -2213454.969544 + Penalty 3194.138105 = -2210260.831439 nChanged 8 SP:Iteration 89Q (10882.436372 sec): 3 clusters Score: Raw -2213456.211752 + Penalty 3194.138105 = -2210262.073648 nChanged 5 SP:Iteration 90Q (10882.511105 sec): 3 clusters Score: Raw -2213456.868552 + Penalty 3194.138105 = -2210262.730447 nChanged 6 SP:Iteration 91Q (10882.571650 sec): 3 clusters Score: Raw -2213457.604707 + Penalty 3194.138105 = -2210263.466603 nChanged 6 SP:Iteration 92Q (10882.644454 sec): 3 clusters Score: Raw -2213458.276579 + Penalty 3194.138105 = -2210264.138474 nChanged 1 SP:Iteration 93Q (10882.724176 sec): 3 clusters Score: Raw -2213458.340216 + Penalty 3194.138105 = -2210264.202112 nChanged 2 SP:Iteration 94Q (10882.780599 sec): 3 clusters Score: Raw -2213458.505977 + Penalty 3194.138105 = -2210264.367872 nChanged 3 SP:Iteration 95Q (10882.846311 sec): 3 clusters Score: Raw -2213459.249600 + Penalty 3194.138105 = -2210265.111495 nChanged 4 SP:Iteration 96Q (10882.924390 sec): 3 clusters Score: Raw -2213460.074615 + Penalty 3194.138105 = -2210265.936511 nChanged 6 SP:Iteration 97Q (10882.989045 sec): 3 clusters Score: Raw -2213460.953334 + Penalty 3194.138105 = -2210266.815230 nChanged 8 SP:Iteration 98Q (10883.057094 sec): 3 clusters Score: Raw -2213462.751458 + Penalty 3194.138105 = -2210268.613353 nChanged 13 SP:Iteration 99Q (10883.124020 sec): 3 clusters Score: Raw -2213465.548235 + Penalty 3194.138105 = -2210271.410130 nChanged 14 SP:Iteration 100F (10883.199290 sec): 3 clusters Score: Raw -2213469.161583 + Penalty 3194.138105 = -2210275.023478 nChanged 11 SP:Iteration 101Q (10883.279540 sec): 3 clusters Score: Raw -2213470.485844 + Penalty 3194.138105 = -2210276.347740 nChanged 5 SP:Iteration 102Q (10883.340581 sec): 3 clusters Score: Raw -2213471.335337 + Penalty 3194.138105 = -2210277.197232 nChanged 3 SP:Iteration 103Q (10883.397569 sec): 3 clusters Score: Raw -2213471.780396 + Penalty 3194.138105 = -2210277.642292 nChanged 5 SP:Iteration 104Q (10883.469243 sec): 3 clusters Score: Raw -2213472.708189 + Penalty 3194.138105 = -2210278.570084 nChanged 4 SP:Iteration 105Q (10883.535996 sec): 3 clusters Score: Raw -2213473.106964 + Penalty 3194.138105 = -2210278.968859 nChanged 1 SP:Iteration 106Q (10883.600904 sec): 3 clusters Score: Raw -2213473.232612 + Penalty 3194.138105 = -2210279.094508 nChanged 0 SP:Iteration 107F (10883.671836 sec): 3 clusters Score: Raw -2213473.232612 + Penalty 3194.138105 = -2210279.094508 nChanged 0 Trying to split cluster 33 (132798 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (10883.844396 sec): 2 clusters Score: Raw -17834990.198163 + Penalty 1916.944974 = -17833073.253189 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (10884.102592 sec): 3 clusters Score: Raw -17748009.399136 + Penalty 3833.889948 = -17744175.509188 nChanged 63810 SP:Iteration 1F (10884.349214 sec): 3 clusters Score: Raw -17785947.515657 + Penalty 3833.889948 = -17782113.625709 nChanged 5294 SP:Iteration 2Q (10884.582616 sec): 3 clusters Score: Raw -17787772.818759 + Penalty 3833.889948 = -17783938.928811 nChanged 6194 SP:Iteration 3Q (10884.851722 sec): 3 clusters Score: Raw -17790619.373694 + Penalty 3833.889948 = -17786785.483746 nChanged 7660 SP:Iteration 4F (10885.096957 sec): 3 clusters Score: Raw -17795200.730521 + Penalty 3833.889948 = -17791366.840573 nChanged 9721 SP:Iteration 5F (10885.358562 sec): 3 clusters Score: Raw -17802511.361409 + Penalty 3833.889948 = -17798677.471460 nChanged 11216 SP:Iteration 6F (10885.613468 sec): 3 clusters Score: Raw -17812368.105292 + Penalty 3833.889948 = -17808534.215343 nChanged 10468 SP:Iteration 7F (10885.858091 sec): 3 clusters Score: Raw -17822344.311969 + Penalty 3833.889948 = -17818510.422021 nChanged 7505 SP:Iteration 8F (10886.119753 sec): 3 clusters Score: Raw -17829459.291951 + Penalty 3833.889948 = -17825625.402003 nChanged 3898 SP:Iteration 9Q (10886.361349 sec): 3 clusters Score: Raw -17832942.248592 + Penalty 3833.889948 = -17829108.358644 nChanged 1631 SP:Iteration 10Q (10886.594115 sec): 3 clusters Score: Raw -17834323.946257 + Penalty 3833.889948 = -17830490.056309 nChanged 658 SP:Iteration 11Q (10886.801319 sec): 3 clusters Score: Raw -17834883.483825 + Penalty 3833.889948 = -17831049.593877 nChanged 270 SP:Iteration 12Q (10887.014947 sec): 3 clusters Score: Raw -17835110.962291 + Penalty 3833.889948 = -17831277.072343 nChanged 155 SP:Iteration 13Q (10887.220711 sec): 3 clusters Score: Raw -17835246.645181 + Penalty 3833.889948 = -17831412.755233 nChanged 113 SP:Iteration 14Q (10887.438019 sec): 3 clusters Score: Raw -17835333.118336 + Penalty 3833.889948 = -17831499.228388 nChanged 71 SP:Iteration 15Q (10887.648958 sec): 3 clusters Score: Raw -17835380.288515 + Penalty 3833.889948 = -17831546.398567 nChanged 45 SP:Iteration 16Q (10887.840439 sec): 3 clusters Score: Raw -17835417.070599 + Penalty 3833.889948 = -17831583.180651 nChanged 46 SP:Iteration 17Q (10888.034344 sec): 3 clusters Score: Raw -17835445.826606 + Penalty 3833.889948 = -17831611.936658 nChanged 39 SP:Iteration 18Q (10888.239700 sec): 3 clusters Score: Raw -17835476.417755 + Penalty 3833.889948 = -17831642.527807 nChanged 46 SP:Iteration 19Q (10888.465892 sec): 3 clusters Score: Raw -17835502.538396 + Penalty 3833.889948 = -17831668.648448 nChanged 32 SP:Iteration 20F (10888.715118 sec): 3 clusters Score: Raw -17835519.310475 + Penalty 3833.889948 = -17831685.420527 nChanged 26 SP:Iteration 21Q (10888.920802 sec): 3 clusters Score: Raw -17835530.752088 + Penalty 3833.889948 = -17831696.862140 nChanged 21 SP:Iteration 22Q (10889.126222 sec): 3 clusters Score: Raw -17835541.521086 + Penalty 3833.889948 = -17831707.631138 nChanged 16 SP:Iteration 23Q (10889.329820 sec): 3 clusters Score: Raw -17835552.119543 + Penalty 3833.889948 = -17831718.229595 nChanged 19 SP:Iteration 24Q (10889.523431 sec): 3 clusters Score: Raw -17835561.522279 + Penalty 3833.889948 = -17831727.632331 nChanged 20 SP:Iteration 25Q (10889.720735 sec): 3 clusters Score: Raw -17835574.694622 + Penalty 3833.889948 = -17831740.804674 nChanged 16 SP:Iteration 26Q (10889.923246 sec): 3 clusters Score: Raw -17835586.128503 + Penalty 3833.889948 = -17831752.238555 nChanged 13 SP:Iteration 27Q (10890.130366 sec): 3 clusters Score: Raw -17835594.796381 + Penalty 3833.889948 = -17831760.906433 nChanged 16 SP:Iteration 28Q (10890.335232 sec): 3 clusters Score: Raw -17835601.673384 + Penalty 3833.889948 = -17831767.783436 nChanged 11 SP:Iteration 29Q (10890.522426 sec): 3 clusters Score: Raw -17835610.067038 + Penalty 3833.889948 = -17831776.177090 nChanged 12 SP:Iteration 30Q (10890.720490 sec): 3 clusters Score: Raw -17835617.570513 + Penalty 3833.889948 = -17831783.680565 nChanged 11 SP:Iteration 31Q (10890.926461 sec): 3 clusters Score: Raw -17835623.239085 + Penalty 3833.889948 = -17831789.349137 nChanged 8 SP:Iteration 32Q (10891.125891 sec): 3 clusters Score: Raw -17835625.647166 + Penalty 3833.889948 = -17831791.757218 nChanged 3 SP:Iteration 33Q (10891.329981 sec): 3 clusters Score: Raw -17835626.686062 + Penalty 3833.889948 = -17831792.796114 nChanged 1 SP:Iteration 34Q (10891.530045 sec): 3 clusters Score: Raw -17835627.091536 + Penalty 3833.889948 = -17831793.201587 nChanged 2 SP:Iteration 35Q (10891.727051 sec): 3 clusters Score: Raw -17835627.885744 + Penalty 3833.889948 = -17831793.995796 nChanged 2 SP:Iteration 36Q (10891.931578 sec): 3 clusters Score: Raw -17835628.596077 + Penalty 3833.889948 = -17831794.706129 nChanged 2 SP:Iteration 37Q (10892.135436 sec): 3 clusters Score: Raw -17835629.471985 + Penalty 3833.889948 = -17831795.582037 nChanged 1 SP:Iteration 38Q (10892.334209 sec): 3 clusters Score: Raw -17835630.236591 + Penalty 3833.889948 = -17831796.346643 nChanged 2 SP:Iteration 39Q (10892.563109 sec): 3 clusters Score: Raw -17835630.605668 + Penalty 3833.889948 = -17831796.715720 nChanged 0 SP:Iteration 40F (10892.826312 sec): 3 clusters Score: Raw -17835630.605668 + Penalty 3833.889948 = -17831796.715720 nChanged 0 Time taken for this iteration:4915.183133 seconds. 21->34 Clusters: Score -99896212.818979, best is -99878110.058979 THE BEST YET! Main iterations: 919 (time per iteration =3088.764973 ms) Total iterations: 43725 (time per iteration =64.918811 ms) Def. Iteration metric 2: Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints) Iterations metric 2: 1373740317504.000000 (time per metric unit =2.066311ns) Def. Iteration metric 3: Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints) Iterations metric 3: 32969767620096.000000 (time per metric unit=86.096300ps) That took 2838.575010 seconds.